diff --git a/main/404.html b/main/404.html new file mode 100644 index 0000000..2b734ba --- /dev/null +++ b/main/404.html @@ -0,0 +1,702 @@ + + + + + + + + + + + + + + + + Confit + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
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Alternatives & Comparison

+

In this section, we will explore what inspired Confit and how it compares to other alternative Python packages.

+

Confection

+

Confection (originally part of the Thinc library) +is another configuration framework from which Confit takes most of its inspiration. Both Confit and Confection support loading and exporting configuration data from/to strings or config files, as well as basic interpolation and custom class instantiation from a registry.

+

However, Confit takes it a step further by allowing arbitrary expression evaluation, post-resolution interpolation, and exporting features such as saving to strings or config files, serialization of JSON-like objects, custom classes, and reference serialization.

+

Confit also adds support for command-line interfaces by either passing a config file as an argument or by passing arguments (or overrides) directly to the CLI, while benefiting from argument validation and type casting.

+

Gin-config

+

Gin Config is a flexible configuration system built for machine learning research. Like Confit and Confection, gin-config supports basic interpolation and custom class instantiation and offers CLI support. However, it does not provide exporting configuration objects functionalities like Confit does or parameter validation.

+

Typer

+

Typer is a CLI library that focuses on providing easy-to-use functionalities for building command-line interface. While Typer offers excellent CLI support and basic argument validation, it does not have configuration file-related features such as loading, exporting, or parameter validation like Confit does. Confit relies on Typer for its CLI support, but adds config file arguments and instantiating classes from a registry, both of which are not available in Typer.

+

However, if your primary focus is on building a robust CLI, Typer is a strong alternative.

+

Pydantic-CLI

+

Pydantic-CLI is another CLI library that combines Pydantic and argparse for creating command-line interfaces. Pydantic-CLI provides CLI support and argument validation, similar to Typer. However, it does not have any configuration file-related features like Confit does, nor does it allow instantiating custom classes.

+

Tabular comparison

+

Loading

+ + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
FeatureConfitConfectionGinTyperPydantic-cli
Load from str/config file✅✅🚫🚫🚫
Basic interpolation✅✅✅NANA
Arbitrary expression eval✅🚫🚫NANA
Post-resolution interpolation✅🚫🚫NANA
Custom class instantiation✅✅✅NANA
+

Exporting

+ + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
FeatureConfitConfectionGinTyperPydantic-cli
Save to str/config file✅✅🚫🚫🚫
Serialization of JSON-like obj✅✅NANANA
Serialization of custom classes✅🚫NANANA
Reference serialization✅🚫NANANA
+

CLI

+ + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
FeatureConfitConfectionGinTyperPydantic-cli
CLI support✅🚫✅✅✅
CLI short-hands🚫NA🚫✅🚫
Argument validation✅NA🚫✅✅
Config file argument✅NA✅🚫🚫
+

Parameter validation

+ + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
FeatureConfitConfectionGinTyperPydantic-cli
Parameter validation support✅✅🚫✅✅
Auto casting✅✅NA✅✅
From a Python func/class call✅🚫NA🚫🚫
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Y([t,r.pipe(N(Oe()),x(n=>!!n.searchParams.get("h")))]).pipe(m(([n,o])=>rn(n.config,!0)(o.searchParams.get("h"))),m(n=>{var s;let o=new Map,i=document.createNodeIterator(e,NodeFilter.SHOW_TEXT);for(let a=i.nextNode();a;a=i.nextNode())if((s=a.parentElement)!=null&&s.offsetHeight){let c=a.textContent,f=n(c);f.length>c.length&&o.set(a,f)}for(let[a,c]of o){let{childNodes:f}=M("span",null,c);a.replaceWith(...Array.from(f))}return{ref:e,nodes:o}}))}function Ps(e,{viewport$:t,main$:r}){let n=e.parentElement,o=n.offsetTop-n.parentElement.offsetTop;return Y([r,t]).pipe(m(([{offset:i,height:s},{offset:{y:a}}])=>(s=s+Math.min(o,Math.max(0,a-i))-o,{height:s,locked:a>=i+o})),B((i,s)=>i.height===s.height&&i.locked===s.locked))}function nn(e,n){var o=n,{header$:t}=o,r=un(o,["header$"]);let i=K(".md-sidebar__scrollwrap",e),{y:s}=qe(i);return P(()=>{let a=new E;return 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"src/assets/javascripts/components/search/result/index.ts", "src/assets/javascripts/components/search/share/index.ts", "src/assets/javascripts/components/search/suggest/index.ts", "src/assets/javascripts/components/search/_/index.ts", "src/assets/javascripts/components/search/highlight/index.ts", "src/assets/javascripts/components/sidebar/index.ts", "src/assets/javascripts/components/source/facts/github/index.ts", "src/assets/javascripts/components/source/facts/gitlab/index.ts", "src/assets/javascripts/components/source/facts/_/index.ts", "src/assets/javascripts/components/source/_/index.ts", "src/assets/javascripts/components/tabs/index.ts", "src/assets/javascripts/components/toc/index.ts", "src/assets/javascripts/components/top/index.ts", "src/assets/javascripts/patches/indeterminate/index.ts", "src/assets/javascripts/patches/scrollfix/index.ts", "src/assets/javascripts/patches/scrolllock/index.ts", "src/assets/javascripts/polyfills/index.ts"], + "sourceRoot": "../../../..", + "sourcesContent": ["(function (global, factory) {\n typeof exports === 'object' && typeof module !== 'undefined' ? factory() :\n typeof define === 'function' && define.amd ? define(factory) :\n (factory());\n}(this, (function () { 'use strict';\n\n /**\n * Applies the :focus-visible polyfill at the given scope.\n * A scope in this case is either the top-level Document or a Shadow Root.\n *\n * @param {(Document|ShadowRoot)} scope\n * @see https://github.com/WICG/focus-visible\n */\n function applyFocusVisiblePolyfill(scope) {\n var hadKeyboardEvent = true;\n var hadFocusVisibleRecently = false;\n var hadFocusVisibleRecentlyTimeout = null;\n\n var inputTypesAllowlist = {\n text: true,\n search: true,\n url: true,\n tel: true,\n email: true,\n password: true,\n number: true,\n date: true,\n month: true,\n week: true,\n time: true,\n datetime: true,\n 'datetime-local': true\n };\n\n /**\n * Helper function for legacy browsers and iframes which sometimes focus\n * elements like document, body, and non-interactive SVG.\n * @param {Element} el\n */\n function isValidFocusTarget(el) {\n if (\n el &&\n el !== document &&\n el.nodeName !== 'HTML' &&\n el.nodeName !== 'BODY' &&\n 'classList' in el &&\n 'contains' in el.classList\n ) {\n return true;\n }\n return false;\n }\n\n /**\n * Computes whether the given element should automatically trigger the\n * `focus-visible` class being added, i.e. whether it should always match\n * `:focus-visible` when focused.\n * @param {Element} el\n * @return {boolean}\n */\n function focusTriggersKeyboardModality(el) {\n var type = el.type;\n var tagName = el.tagName;\n\n if (tagName === 'INPUT' && inputTypesAllowlist[type] && !el.readOnly) {\n return true;\n }\n\n if (tagName === 'TEXTAREA' && !el.readOnly) {\n return true;\n }\n\n if (el.isContentEditable) {\n return true;\n }\n\n return false;\n }\n\n /**\n * Add the `focus-visible` class to the given element if it was not added by\n * the author.\n * @param {Element} el\n */\n function addFocusVisibleClass(el) {\n if (el.classList.contains('focus-visible')) {\n return;\n }\n el.classList.add('focus-visible');\n el.setAttribute('data-focus-visible-added', '');\n }\n\n /**\n * Remove the `focus-visible` class from the given element if it was not\n * originally added by the author.\n * @param {Element} el\n */\n function removeFocusVisibleClass(el) {\n if (!el.hasAttribute('data-focus-visible-added')) {\n return;\n }\n el.classList.remove('focus-visible');\n el.removeAttribute('data-focus-visible-added');\n }\n\n /**\n * If the most recent user interaction was via the keyboard;\n * and the key press did not include a meta, alt/option, or control key;\n * then the modality is keyboard. Otherwise, the modality is not keyboard.\n * Apply `focus-visible` to any current active element and keep track\n * of our keyboard modality state with `hadKeyboardEvent`.\n * @param {KeyboardEvent} e\n */\n function onKeyDown(e) {\n if (e.metaKey || e.altKey || e.ctrlKey) {\n return;\n }\n\n if (isValidFocusTarget(scope.activeElement)) {\n addFocusVisibleClass(scope.activeElement);\n }\n\n hadKeyboardEvent = true;\n }\n\n /**\n * If at any point a user clicks with a pointing device, ensure that we change\n * the modality away from keyboard.\n * This avoids the situation where a user presses a key on an already focused\n * element, and then clicks on a different element, focusing it with a\n * pointing device, while we still think we're in keyboard modality.\n * @param {Event} e\n */\n function onPointerDown(e) {\n hadKeyboardEvent = false;\n }\n\n /**\n * On `focus`, add the `focus-visible` class to the target if:\n * - the target received focus as a result of keyboard navigation, or\n * - the event target is an element that will likely require interaction\n * via the keyboard (e.g. a text box)\n * @param {Event} e\n */\n function onFocus(e) {\n // Prevent IE from focusing the document or HTML element.\n if (!isValidFocusTarget(e.target)) {\n return;\n }\n\n if (hadKeyboardEvent || focusTriggersKeyboardModality(e.target)) {\n addFocusVisibleClass(e.target);\n }\n }\n\n /**\n * On `blur`, remove the `focus-visible` class from the target.\n * @param {Event} e\n */\n function onBlur(e) {\n if (!isValidFocusTarget(e.target)) {\n return;\n }\n\n if (\n e.target.classList.contains('focus-visible') ||\n e.target.hasAttribute('data-focus-visible-added')\n ) {\n // To detect a tab/window switch, we look for a blur event followed\n // rapidly by a visibility change.\n // If we don't see a visibility change within 100ms, it's probably a\n // regular focus change.\n hadFocusVisibleRecently = true;\n window.clearTimeout(hadFocusVisibleRecentlyTimeout);\n hadFocusVisibleRecentlyTimeout = window.setTimeout(function() {\n hadFocusVisibleRecently = false;\n }, 100);\n removeFocusVisibleClass(e.target);\n }\n }\n\n /**\n * If the user changes tabs, keep track of whether or not the previously\n * focused element had .focus-visible.\n * @param {Event} e\n */\n function onVisibilityChange(e) {\n if (document.visibilityState === 'hidden') {\n // If the tab becomes active again, the browser will handle calling focus\n // on the element (Safari actually calls it twice).\n // If this tab change caused a blur on an element with focus-visible,\n // re-apply the class when the user switches back to the tab.\n if (hadFocusVisibleRecently) {\n hadKeyboardEvent = true;\n }\n addInitialPointerMoveListeners();\n }\n }\n\n /**\n * Add a group of listeners to detect usage of any pointing devices.\n * These listeners will be added when the polyfill first loads, and anytime\n * the window is blurred, so that they are active when the window regains\n * focus.\n */\n function addInitialPointerMoveListeners() {\n document.addEventListener('mousemove', onInitialPointerMove);\n document.addEventListener('mousedown', onInitialPointerMove);\n document.addEventListener('mouseup', onInitialPointerMove);\n document.addEventListener('pointermove', onInitialPointerMove);\n document.addEventListener('pointerdown', onInitialPointerMove);\n document.addEventListener('pointerup', onInitialPointerMove);\n document.addEventListener('touchmove', onInitialPointerMove);\n document.addEventListener('touchstart', onInitialPointerMove);\n document.addEventListener('touchend', onInitialPointerMove);\n }\n\n function removeInitialPointerMoveListeners() {\n document.removeEventListener('mousemove', onInitialPointerMove);\n document.removeEventListener('mousedown', onInitialPointerMove);\n document.removeEventListener('mouseup', onInitialPointerMove);\n document.removeEventListener('pointermove', onInitialPointerMove);\n document.removeEventListener('pointerdown', onInitialPointerMove);\n document.removeEventListener('pointerup', onInitialPointerMove);\n document.removeEventListener('touchmove', onInitialPointerMove);\n document.removeEventListener('touchstart', onInitialPointerMove);\n document.removeEventListener('touchend', onInitialPointerMove);\n }\n\n /**\n * When the polfyill first loads, assume the user is in keyboard modality.\n * If any event is received from a pointing device (e.g. mouse, pointer,\n * touch), turn off keyboard modality.\n * This accounts for situations where focus enters the page from the URL bar.\n * @param {Event} e\n */\n function onInitialPointerMove(e) {\n // Work around a Safari quirk that fires a mousemove on whenever the\n // window blurs, even if you're tabbing out of the page. \u00AF\\_(\u30C4)_/\u00AF\n if (e.target.nodeName && e.target.nodeName.toLowerCase() === 'html') {\n return;\n }\n\n hadKeyboardEvent = false;\n removeInitialPointerMoveListeners();\n }\n\n // For some kinds of state, we are interested in changes at the global scope\n // only. For example, global pointer input, global key presses and global\n // visibility change should affect the state at every scope:\n document.addEventListener('keydown', onKeyDown, true);\n document.addEventListener('mousedown', onPointerDown, true);\n document.addEventListener('pointerdown', onPointerDown, true);\n document.addEventListener('touchstart', onPointerDown, true);\n document.addEventListener('visibilitychange', onVisibilityChange, true);\n\n addInitialPointerMoveListeners();\n\n // For focus and blur, we specifically care about state changes in the local\n // scope. This is because focus / blur events that originate from within a\n // shadow root are not re-dispatched from the host element if it was already\n // the active element in its own scope:\n scope.addEventListener('focus', onFocus, true);\n scope.addEventListener('blur', onBlur, true);\n\n // We detect that a node is a ShadowRoot by ensuring that it is a\n // DocumentFragment and also has a host property. This check covers native\n // implementation and polyfill implementation transparently. If we only cared\n // about the native implementation, we could just check if the scope was\n // an instance of a ShadowRoot.\n if (scope.nodeType === Node.DOCUMENT_FRAGMENT_NODE && scope.host) {\n // Since a ShadowRoot is a special kind of DocumentFragment, it does not\n // have a root element to add a class to. So, we add this attribute to the\n // host element instead:\n scope.host.setAttribute('data-js-focus-visible', '');\n } else if (scope.nodeType === Node.DOCUMENT_NODE) {\n document.documentElement.classList.add('js-focus-visible');\n document.documentElement.setAttribute('data-js-focus-visible', '');\n }\n }\n\n // It is important to wrap all references to global window and document in\n // these checks to support server-side rendering use cases\n // @see https://github.com/WICG/focus-visible/issues/199\n if (typeof window !== 'undefined' && typeof document !== 'undefined') {\n // Make the polyfill helper globally available. This can be used as a signal\n // to interested libraries that wish to coordinate with the polyfill for e.g.,\n // applying the polyfill to a shadow root:\n window.applyFocusVisiblePolyfill = applyFocusVisiblePolyfill;\n\n // Notify interested libraries of the polyfill's presence, in case the\n // polyfill was loaded lazily:\n var event;\n\n try {\n event = new CustomEvent('focus-visible-polyfill-ready');\n } catch (error) {\n // IE11 does not support using CustomEvent as a constructor directly:\n event = document.createEvent('CustomEvent');\n event.initCustomEvent('focus-visible-polyfill-ready', false, false, {});\n }\n\n window.dispatchEvent(event);\n }\n\n if (typeof document !== 'undefined') {\n // Apply the polyfill to the global document, so that no JavaScript\n // coordination is required to use the polyfill in the top-level document:\n applyFocusVisiblePolyfill(document);\n }\n\n})));\n", "(function(global) {\r\n /**\r\n * Polyfill URLSearchParams\r\n *\r\n * Inspired from : https://github.com/WebReflection/url-search-params/blob/master/src/url-search-params.js\r\n */\r\n\r\n var checkIfIteratorIsSupported = function() {\r\n try {\r\n return !!Symbol.iterator;\r\n } catch (error) {\r\n return false;\r\n }\r\n };\r\n\r\n\r\n var iteratorSupported = checkIfIteratorIsSupported();\r\n\r\n var createIterator = function(items) {\r\n var iterator = {\r\n next: function() {\r\n var value = items.shift();\r\n return { done: value === void 0, value: value };\r\n }\r\n };\r\n\r\n if (iteratorSupported) {\r\n iterator[Symbol.iterator] = function() {\r\n return iterator;\r\n };\r\n }\r\n\r\n return iterator;\r\n };\r\n\r\n /**\r\n * Search param name and values should be encoded according to https://url.spec.whatwg.org/#urlencoded-serializing\r\n * encodeURIComponent() produces the same result except encoding spaces as `%20` instead of `+`.\r\n */\r\n var serializeParam = function(value) {\r\n return encodeURIComponent(value).replace(/%20/g, '+');\r\n };\r\n\r\n var deserializeParam = function(value) {\r\n return decodeURIComponent(String(value).replace(/\\+/g, ' '));\r\n };\r\n\r\n var polyfillURLSearchParams = function() {\r\n\r\n var URLSearchParams = function(searchString) {\r\n Object.defineProperty(this, '_entries', { writable: true, value: {} });\r\n var typeofSearchString = typeof searchString;\r\n\r\n if (typeofSearchString === 'undefined') {\r\n // do nothing\r\n } else if (typeofSearchString === 'string') {\r\n if (searchString !== '') {\r\n this._fromString(searchString);\r\n }\r\n } else if (searchString instanceof URLSearchParams) {\r\n var _this = this;\r\n searchString.forEach(function(value, name) {\r\n _this.append(name, value);\r\n });\r\n } else if ((searchString !== null) && (typeofSearchString === 'object')) {\r\n if (Object.prototype.toString.call(searchString) === '[object Array]') {\r\n for (var i = 0; i < searchString.length; i++) {\r\n var entry = searchString[i];\r\n if ((Object.prototype.toString.call(entry) === '[object Array]') || (entry.length !== 2)) {\r\n this.append(entry[0], entry[1]);\r\n } else {\r\n throw new TypeError('Expected [string, any] as entry at index ' + i + ' of URLSearchParams\\'s input');\r\n }\r\n }\r\n } else {\r\n for (var key in searchString) {\r\n if (searchString.hasOwnProperty(key)) {\r\n this.append(key, searchString[key]);\r\n }\r\n }\r\n }\r\n } else {\r\n throw new TypeError('Unsupported input\\'s type for URLSearchParams');\r\n }\r\n };\r\n\r\n var proto = URLSearchParams.prototype;\r\n\r\n proto.append = function(name, value) {\r\n if (name in this._entries) {\r\n this._entries[name].push(String(value));\r\n } else {\r\n this._entries[name] = [String(value)];\r\n }\r\n };\r\n\r\n proto.delete = function(name) {\r\n delete this._entries[name];\r\n };\r\n\r\n proto.get = function(name) {\r\n return (name in this._entries) ? this._entries[name][0] : null;\r\n };\r\n\r\n proto.getAll = function(name) {\r\n return (name in this._entries) ? this._entries[name].slice(0) : [];\r\n };\r\n\r\n proto.has = function(name) {\r\n return (name in this._entries);\r\n };\r\n\r\n proto.set = function(name, value) {\r\n this._entries[name] = [String(value)];\r\n };\r\n\r\n proto.forEach = function(callback, thisArg) {\r\n var entries;\r\n for (var name in this._entries) {\r\n if (this._entries.hasOwnProperty(name)) {\r\n entries = this._entries[name];\r\n for (var i = 0; i < entries.length; i++) {\r\n callback.call(thisArg, entries[i], name, this);\r\n }\r\n }\r\n }\r\n };\r\n\r\n proto.keys = function() {\r\n var items = [];\r\n this.forEach(function(value, name) {\r\n items.push(name);\r\n });\r\n return createIterator(items);\r\n };\r\n\r\n proto.values = function() {\r\n var items = [];\r\n this.forEach(function(value) {\r\n items.push(value);\r\n });\r\n return createIterator(items);\r\n };\r\n\r\n proto.entries = function() {\r\n var items = [];\r\n this.forEach(function(value, name) {\r\n items.push([name, value]);\r\n });\r\n return createIterator(items);\r\n };\r\n\r\n if (iteratorSupported) {\r\n proto[Symbol.iterator] = proto.entries;\r\n }\r\n\r\n proto.toString = function() {\r\n var searchArray = [];\r\n this.forEach(function(value, name) {\r\n searchArray.push(serializeParam(name) + '=' + serializeParam(value));\r\n });\r\n return searchArray.join('&');\r\n };\r\n\r\n\r\n global.URLSearchParams = URLSearchParams;\r\n };\r\n\r\n var checkIfURLSearchParamsSupported = function() {\r\n try {\r\n var URLSearchParams = global.URLSearchParams;\r\n\r\n return (\r\n (new URLSearchParams('?a=1').toString() === 'a=1') &&\r\n (typeof URLSearchParams.prototype.set === 'function') &&\r\n (typeof URLSearchParams.prototype.entries === 'function')\r\n );\r\n } catch (e) {\r\n return false;\r\n }\r\n };\r\n\r\n if (!checkIfURLSearchParamsSupported()) {\r\n polyfillURLSearchParams();\r\n }\r\n\r\n var proto = global.URLSearchParams.prototype;\r\n\r\n if (typeof proto.sort !== 'function') {\r\n proto.sort = function() {\r\n var _this = this;\r\n var items = [];\r\n this.forEach(function(value, name) {\r\n items.push([name, value]);\r\n if (!_this._entries) {\r\n _this.delete(name);\r\n }\r\n });\r\n items.sort(function(a, b) {\r\n if (a[0] < b[0]) {\r\n return -1;\r\n } else if (a[0] > b[0]) {\r\n return +1;\r\n } else {\r\n return 0;\r\n }\r\n });\r\n if (_this._entries) { // force reset because IE keeps keys index\r\n _this._entries = {};\r\n }\r\n for (var i = 0; i < items.length; i++) {\r\n this.append(items[i][0], items[i][1]);\r\n }\r\n };\r\n }\r\n\r\n if (typeof proto._fromString !== 'function') {\r\n Object.defineProperty(proto, '_fromString', {\r\n enumerable: false,\r\n configurable: false,\r\n writable: false,\r\n value: function(searchString) {\r\n if (this._entries) {\r\n this._entries = {};\r\n } else {\r\n var keys = [];\r\n this.forEach(function(value, name) {\r\n keys.push(name);\r\n });\r\n for (var i = 0; i < keys.length; i++) {\r\n this.delete(keys[i]);\r\n }\r\n }\r\n\r\n searchString = searchString.replace(/^\\?/, '');\r\n var attributes = searchString.split('&');\r\n var attribute;\r\n for (var i = 0; i < attributes.length; i++) {\r\n attribute = attributes[i].split('=');\r\n this.append(\r\n deserializeParam(attribute[0]),\r\n (attribute.length > 1) ? deserializeParam(attribute[1]) : ''\r\n );\r\n }\r\n }\r\n });\r\n }\r\n\r\n // HTMLAnchorElement\r\n\r\n})(\r\n (typeof global !== 'undefined') ? global\r\n : ((typeof window !== 'undefined') ? window\r\n : ((typeof self !== 'undefined') ? self : this))\r\n);\r\n\r\n(function(global) {\r\n /**\r\n * Polyfill URL\r\n *\r\n * Inspired from : https://github.com/arv/DOM-URL-Polyfill/blob/master/src/url.js\r\n */\r\n\r\n var checkIfURLIsSupported = function() {\r\n try {\r\n var u = new global.URL('b', 'http://a');\r\n u.pathname = 'c d';\r\n return (u.href === 'http://a/c%20d') && u.searchParams;\r\n } catch (e) {\r\n return false;\r\n }\r\n };\r\n\r\n\r\n var polyfillURL = function() {\r\n var _URL = global.URL;\r\n\r\n var URL = function(url, base) {\r\n if (typeof url !== 'string') url = String(url);\r\n if (base && typeof base !== 'string') base = String(base);\r\n\r\n // Only create another document if the base is different from current location.\r\n var doc = document, baseElement;\r\n if (base && (global.location === void 0 || base !== global.location.href)) {\r\n base = base.toLowerCase();\r\n doc = document.implementation.createHTMLDocument('');\r\n baseElement = doc.createElement('base');\r\n baseElement.href = base;\r\n doc.head.appendChild(baseElement);\r\n try {\r\n if (baseElement.href.indexOf(base) !== 0) throw new Error(baseElement.href);\r\n } catch (err) {\r\n throw new Error('URL unable to set base ' + base + ' due to ' + err);\r\n }\r\n }\r\n\r\n var anchorElement = doc.createElement('a');\r\n anchorElement.href = url;\r\n if (baseElement) {\r\n doc.body.appendChild(anchorElement);\r\n anchorElement.href = anchorElement.href; // force href to refresh\r\n }\r\n\r\n var inputElement = doc.createElement('input');\r\n inputElement.type = 'url';\r\n inputElement.value = url;\r\n\r\n if (anchorElement.protocol === ':' || !/:/.test(anchorElement.href) || (!inputElement.checkValidity() && !base)) {\r\n throw new TypeError('Invalid URL');\r\n }\r\n\r\n Object.defineProperty(this, '_anchorElement', {\r\n value: anchorElement\r\n });\r\n\r\n\r\n // create a linked searchParams which reflect its changes on URL\r\n var searchParams = new global.URLSearchParams(this.search);\r\n var enableSearchUpdate = true;\r\n var enableSearchParamsUpdate = true;\r\n var _this = this;\r\n ['append', 'delete', 'set'].forEach(function(methodName) {\r\n var method = searchParams[methodName];\r\n searchParams[methodName] = function() {\r\n method.apply(searchParams, arguments);\r\n if (enableSearchUpdate) {\r\n enableSearchParamsUpdate = false;\r\n _this.search = searchParams.toString();\r\n enableSearchParamsUpdate = true;\r\n }\r\n };\r\n });\r\n\r\n Object.defineProperty(this, 'searchParams', {\r\n value: searchParams,\r\n enumerable: true\r\n });\r\n\r\n var search = void 0;\r\n Object.defineProperty(this, '_updateSearchParams', {\r\n enumerable: false,\r\n configurable: false,\r\n writable: false,\r\n value: function() {\r\n if (this.search !== search) {\r\n search = this.search;\r\n if (enableSearchParamsUpdate) {\r\n enableSearchUpdate = false;\r\n this.searchParams._fromString(this.search);\r\n enableSearchUpdate = true;\r\n }\r\n }\r\n }\r\n });\r\n };\r\n\r\n var proto = URL.prototype;\r\n\r\n var linkURLWithAnchorAttribute = function(attributeName) {\r\n Object.defineProperty(proto, attributeName, {\r\n get: function() {\r\n return this._anchorElement[attributeName];\r\n },\r\n set: function(value) {\r\n this._anchorElement[attributeName] = value;\r\n },\r\n enumerable: true\r\n });\r\n };\r\n\r\n ['hash', 'host', 'hostname', 'port', 'protocol']\r\n .forEach(function(attributeName) {\r\n linkURLWithAnchorAttribute(attributeName);\r\n });\r\n\r\n Object.defineProperty(proto, 'search', {\r\n get: function() {\r\n return this._anchorElement['search'];\r\n },\r\n set: function(value) {\r\n this._anchorElement['search'] = value;\r\n this._updateSearchParams();\r\n },\r\n enumerable: true\r\n });\r\n\r\n Object.defineProperties(proto, {\r\n\r\n 'toString': {\r\n get: function() {\r\n var _this = this;\r\n return function() {\r\n return _this.href;\r\n };\r\n }\r\n },\r\n\r\n 'href': {\r\n get: function() {\r\n return this._anchorElement.href.replace(/\\?$/, '');\r\n },\r\n set: function(value) {\r\n this._anchorElement.href = value;\r\n this._updateSearchParams();\r\n },\r\n enumerable: true\r\n },\r\n\r\n 'pathname': {\r\n get: function() {\r\n return this._anchorElement.pathname.replace(/(^\\/?)/, '/');\r\n },\r\n set: function(value) {\r\n this._anchorElement.pathname = value;\r\n },\r\n enumerable: true\r\n },\r\n\r\n 'origin': {\r\n get: function() {\r\n // get expected port from protocol\r\n var expectedPort = { 'http:': 80, 'https:': 443, 'ftp:': 21 }[this._anchorElement.protocol];\r\n // add port to origin if, expected port is different than actual port\r\n // and it is not empty f.e http://foo:8080\r\n // 8080 != 80 && 8080 != ''\r\n var addPortToOrigin = this._anchorElement.port != expectedPort &&\r\n this._anchorElement.port !== '';\r\n\r\n return this._anchorElement.protocol +\r\n '//' +\r\n this._anchorElement.hostname +\r\n (addPortToOrigin ? (':' + this._anchorElement.port) : '');\r\n },\r\n enumerable: true\r\n },\r\n\r\n 'password': { // TODO\r\n get: function() {\r\n return '';\r\n },\r\n set: function(value) {\r\n },\r\n enumerable: true\r\n },\r\n\r\n 'username': { // TODO\r\n get: function() {\r\n return '';\r\n },\r\n set: function(value) {\r\n },\r\n enumerable: true\r\n },\r\n });\r\n\r\n URL.createObjectURL = function(blob) {\r\n return _URL.createObjectURL.apply(_URL, arguments);\r\n };\r\n\r\n URL.revokeObjectURL = function(url) {\r\n return _URL.revokeObjectURL.apply(_URL, arguments);\r\n };\r\n\r\n global.URL = URL;\r\n\r\n };\r\n\r\n if (!checkIfURLIsSupported()) {\r\n polyfillURL();\r\n }\r\n\r\n if ((global.location !== void 0) && !('origin' in global.location)) {\r\n var getOrigin = function() {\r\n return global.location.protocol + '//' + global.location.hostname + (global.location.port ? (':' + global.location.port) : '');\r\n };\r\n\r\n try {\r\n Object.defineProperty(global.location, 'origin', {\r\n get: getOrigin,\r\n enumerable: true\r\n });\r\n } catch (e) {\r\n setInterval(function() {\r\n global.location.origin = getOrigin();\r\n }, 100);\r\n }\r\n }\r\n\r\n})(\r\n (typeof global !== 'undefined') ? global\r\n : ((typeof window !== 'undefined') ? window\r\n : ((typeof self !== 'undefined') ? self : this))\r\n);\r\n", "/*! *****************************************************************************\r\nCopyright (c) Microsoft Corporation.\r\n\r\nPermission to use, copy, modify, and/or distribute this software for any\r\npurpose with or without fee is hereby granted.\r\n\r\nTHE SOFTWARE IS PROVIDED \"AS IS\" AND THE AUTHOR DISCLAIMS ALL WARRANTIES WITH\r\nREGARD TO THIS SOFTWARE INCLUDING ALL IMPLIED WARRANTIES OF MERCHANTABILITY\r\nAND FITNESS. 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Simulate it. https://developer.mozilla.org/en-US/docs/Web/API/HTMLInputElement/setSelectionRange\n selectedText = fakeCopyAction(target.value, options);\n } else {\n selectedText = select_default()(target);\n command('copy');\n }\n\n return selectedText;\n};\n\n/* harmony default export */ var actions_copy = (ClipboardActionCopy);\n;// CONCATENATED MODULE: ./src/actions/default.js\nfunction _typeof(obj) { \"@babel/helpers - typeof\"; if (typeof Symbol === \"function\" && typeof Symbol.iterator === \"symbol\") { _typeof = function _typeof(obj) { return typeof obj; }; } else { _typeof = function _typeof(obj) { return obj && typeof Symbol === \"function\" && obj.constructor === Symbol && obj !== Symbol.prototype ? \"symbol\" : typeof obj; }; } return _typeof(obj); }\n\n\n\n/**\n * Inner function which performs selection from either `text` or `target`\n * properties and then executes copy or cut operations.\n * @param {Object} options\n */\n\nvar ClipboardActionDefault = function ClipboardActionDefault() {\n var options = arguments.length > 0 && arguments[0] !== undefined ? arguments[0] : {};\n // Defines base properties passed from constructor.\n var _options$action = options.action,\n action = _options$action === void 0 ? 'copy' : _options$action,\n container = options.container,\n target = options.target,\n text = options.text; // Sets the `action` to be performed which can be either 'copy' or 'cut'.\n\n if (action !== 'copy' && action !== 'cut') {\n throw new Error('Invalid \"action\" value, use either \"copy\" or \"cut\"');\n } // Sets the `target` property using an element that will be have its content copied.\n\n\n if (target !== undefined) {\n if (target && _typeof(target) === 'object' && target.nodeType === 1) {\n if (action === 'copy' && target.hasAttribute('disabled')) {\n throw new Error('Invalid \"target\" attribute. Please use \"readonly\" instead of \"disabled\" attribute');\n }\n\n if (action === 'cut' && (target.hasAttribute('readonly') || target.hasAttribute('disabled'))) {\n throw new Error('Invalid \"target\" attribute. You can\\'t cut text from elements with \"readonly\" or \"disabled\" attributes');\n }\n } else {\n throw new Error('Invalid \"target\" value, use a valid Element');\n }\n } // Define selection strategy based on `text` property.\n\n\n if (text) {\n return actions_copy(text, {\n container: container\n });\n } // Defines which selection strategy based on `target` property.\n\n\n if (target) {\n return action === 'cut' ? actions_cut(target) : actions_copy(target, {\n container: container\n });\n }\n};\n\n/* harmony default export */ var actions_default = (ClipboardActionDefault);\n;// CONCATENATED MODULE: ./src/clipboard.js\nfunction clipboard_typeof(obj) { \"@babel/helpers - typeof\"; if (typeof Symbol === \"function\" && typeof Symbol.iterator === \"symbol\") { clipboard_typeof = function _typeof(obj) { return typeof obj; }; } else { clipboard_typeof = function _typeof(obj) { return obj && typeof Symbol === \"function\" && obj.constructor === Symbol && obj !== Symbol.prototype ? \"symbol\" : typeof obj; }; } return clipboard_typeof(obj); }\n\nfunction _classCallCheck(instance, Constructor) { if (!(instance instanceof Constructor)) { throw new TypeError(\"Cannot call a class as a function\"); } }\n\nfunction _defineProperties(target, props) { for (var i = 0; i < props.length; i++) { var descriptor = props[i]; descriptor.enumerable = descriptor.enumerable || false; descriptor.configurable = true; if (\"value\" in descriptor) descriptor.writable = true; Object.defineProperty(target, descriptor.key, descriptor); } }\n\nfunction _createClass(Constructor, protoProps, staticProps) { if (protoProps) _defineProperties(Constructor.prototype, protoProps); if (staticProps) _defineProperties(Constructor, staticProps); return Constructor; }\n\nfunction _inherits(subClass, superClass) { if (typeof superClass !== \"function\" && superClass !== null) { throw new TypeError(\"Super expression must either be null or a function\"); } subClass.prototype = Object.create(superClass && superClass.prototype, { constructor: { value: subClass, writable: true, configurable: true } }); if (superClass) _setPrototypeOf(subClass, superClass); }\n\nfunction _setPrototypeOf(o, p) { _setPrototypeOf = Object.setPrototypeOf || function _setPrototypeOf(o, p) { o.__proto__ = p; return o; }; return _setPrototypeOf(o, p); }\n\nfunction _createSuper(Derived) { var hasNativeReflectConstruct = _isNativeReflectConstruct(); return function _createSuperInternal() { var Super = _getPrototypeOf(Derived), result; if (hasNativeReflectConstruct) { var NewTarget = _getPrototypeOf(this).constructor; result = Reflect.construct(Super, arguments, NewTarget); } else { result = Super.apply(this, arguments); } return _possibleConstructorReturn(this, result); }; }\n\nfunction _possibleConstructorReturn(self, call) { if (call && (clipboard_typeof(call) === \"object\" || typeof call === \"function\")) { return call; } return _assertThisInitialized(self); }\n\nfunction _assertThisInitialized(self) { if (self === void 0) { throw new ReferenceError(\"this hasn't been initialised - super() hasn't been called\"); } return self; }\n\nfunction _isNativeReflectConstruct() { if (typeof Reflect === \"undefined\" || !Reflect.construct) return false; if (Reflect.construct.sham) return false; if (typeof Proxy === \"function\") return true; try { Date.prototype.toString.call(Reflect.construct(Date, [], function () {})); return true; } catch (e) { return false; } }\n\nfunction _getPrototypeOf(o) { _getPrototypeOf = Object.setPrototypeOf ? Object.getPrototypeOf : function _getPrototypeOf(o) { return o.__proto__ || Object.getPrototypeOf(o); }; return _getPrototypeOf(o); }\n\n\n\n\n\n\n/**\n * Helper function to retrieve attribute value.\n * @param {String} suffix\n * @param {Element} element\n */\n\nfunction getAttributeValue(suffix, element) {\n var attribute = \"data-clipboard-\".concat(suffix);\n\n if (!element.hasAttribute(attribute)) {\n return;\n }\n\n return element.getAttribute(attribute);\n}\n/**\n * Base class which takes one or more elements, adds event listeners to them,\n * and instantiates a new `ClipboardAction` on each click.\n */\n\n\nvar Clipboard = /*#__PURE__*/function (_Emitter) {\n _inherits(Clipboard, _Emitter);\n\n var _super = _createSuper(Clipboard);\n\n /**\n * @param {String|HTMLElement|HTMLCollection|NodeList} trigger\n * @param {Object} options\n */\n function Clipboard(trigger, options) {\n var _this;\n\n _classCallCheck(this, Clipboard);\n\n _this = _super.call(this);\n\n _this.resolveOptions(options);\n\n _this.listenClick(trigger);\n\n return _this;\n }\n /**\n * Defines if attributes would be resolved using internal setter functions\n * or custom functions that were passed in the constructor.\n * @param {Object} options\n */\n\n\n _createClass(Clipboard, [{\n key: \"resolveOptions\",\n value: function resolveOptions() {\n var options = arguments.length > 0 && arguments[0] !== undefined ? arguments[0] : {};\n this.action = typeof options.action === 'function' ? options.action : this.defaultAction;\n this.target = typeof options.target === 'function' ? options.target : this.defaultTarget;\n this.text = typeof options.text === 'function' ? options.text : this.defaultText;\n this.container = clipboard_typeof(options.container) === 'object' ? options.container : document.body;\n }\n /**\n * Adds a click event listener to the passed trigger.\n * @param {String|HTMLElement|HTMLCollection|NodeList} trigger\n */\n\n }, {\n key: \"listenClick\",\n value: function listenClick(trigger) {\n var _this2 = this;\n\n this.listener = listen_default()(trigger, 'click', function (e) {\n return _this2.onClick(e);\n });\n }\n /**\n * Defines a new `ClipboardAction` on each click event.\n * @param {Event} e\n */\n\n }, {\n key: \"onClick\",\n value: function onClick(e) {\n var trigger = e.delegateTarget || e.currentTarget;\n var action = this.action(trigger) || 'copy';\n var text = actions_default({\n action: action,\n container: this.container,\n target: this.target(trigger),\n text: this.text(trigger)\n }); // Fires an event based on the copy operation result.\n\n this.emit(text ? 'success' : 'error', {\n action: action,\n text: text,\n trigger: trigger,\n clearSelection: function clearSelection() {\n if (trigger) {\n trigger.focus();\n }\n\n window.getSelection().removeAllRanges();\n }\n });\n }\n /**\n * Default `action` lookup function.\n * @param {Element} trigger\n */\n\n }, {\n key: \"defaultAction\",\n value: function defaultAction(trigger) {\n return getAttributeValue('action', trigger);\n }\n /**\n * Default `target` lookup function.\n * @param {Element} trigger\n */\n\n }, {\n key: \"defaultTarget\",\n value: function defaultTarget(trigger) {\n var selector = getAttributeValue('target', trigger);\n\n if (selector) {\n return document.querySelector(selector);\n }\n }\n /**\n * Allow fire programmatically a copy action\n * @param {String|HTMLElement} target\n * @param {Object} options\n * @returns Text copied.\n */\n\n }, {\n key: \"defaultText\",\n\n /**\n * Default `text` lookup function.\n * @param {Element} trigger\n */\n value: function defaultText(trigger) {\n return getAttributeValue('text', trigger);\n }\n /**\n * Destroy lifecycle.\n */\n\n }, {\n key: \"destroy\",\n value: function destroy() {\n this.listener.destroy();\n }\n }], [{\n key: \"copy\",\n value: function copy(target) {\n var options = arguments.length > 1 && arguments[1] !== undefined ? arguments[1] : {\n container: document.body\n };\n return actions_copy(target, options);\n }\n /**\n * Allow fire programmatically a cut action\n * @param {String|HTMLElement} target\n * @returns Text cutted.\n */\n\n }, {\n key: \"cut\",\n value: function cut(target) {\n return actions_cut(target);\n }\n /**\n * Returns the support of the given action, or all actions if no action is\n * given.\n * @param {String} [action]\n */\n\n }, {\n key: \"isSupported\",\n value: function isSupported() {\n var action = arguments.length > 0 && arguments[0] !== undefined ? arguments[0] : ['copy', 'cut'];\n var actions = typeof action === 'string' ? [action] : action;\n var support = !!document.queryCommandSupported;\n actions.forEach(function (action) {\n support = support && !!document.queryCommandSupported(action);\n });\n return support;\n }\n }]);\n\n return Clipboard;\n}((tiny_emitter_default()));\n\n/* harmony default export */ var clipboard = (Clipboard);\n\n/***/ }),\n\n/***/ 828:\n/***/ (function(module) {\n\nvar DOCUMENT_NODE_TYPE = 9;\n\n/**\n * A polyfill for Element.matches()\n */\nif (typeof Element !== 'undefined' && !Element.prototype.matches) {\n var proto = Element.prototype;\n\n proto.matches = proto.matchesSelector ||\n proto.mozMatchesSelector ||\n proto.msMatchesSelector ||\n proto.oMatchesSelector ||\n proto.webkitMatchesSelector;\n}\n\n/**\n * Finds the closest parent that matches a selector.\n *\n * @param {Element} element\n * @param {String} selector\n * @return {Function}\n */\nfunction closest (element, selector) {\n while (element && element.nodeType !== DOCUMENT_NODE_TYPE) {\n if (typeof element.matches === 'function' &&\n element.matches(selector)) {\n return element;\n }\n element = element.parentNode;\n }\n}\n\nmodule.exports = closest;\n\n\n/***/ }),\n\n/***/ 438:\n/***/ (function(module, __unused_webpack_exports, __webpack_require__) {\n\nvar closest = __webpack_require__(828);\n\n/**\n * Delegates event to a selector.\n *\n * @param {Element} element\n * @param {String} selector\n * @param {String} type\n * @param {Function} callback\n * @param {Boolean} useCapture\n * @return {Object}\n */\nfunction _delegate(element, selector, type, callback, useCapture) {\n var listenerFn = listener.apply(this, arguments);\n\n element.addEventListener(type, listenerFn, useCapture);\n\n return {\n destroy: function() {\n element.removeEventListener(type, listenerFn, useCapture);\n }\n }\n}\n\n/**\n * Delegates event to a selector.\n *\n * @param {Element|String|Array} [elements]\n * @param {String} selector\n * @param {String} type\n * @param {Function} callback\n * @param {Boolean} useCapture\n * @return {Object}\n */\nfunction delegate(elements, selector, type, callback, useCapture) {\n // Handle the regular Element usage\n if (typeof elements.addEventListener === 'function') {\n return _delegate.apply(null, arguments);\n }\n\n // Handle Element-less usage, it defaults to global delegation\n if (typeof type === 'function') {\n // Use `document` as the first parameter, then apply arguments\n // This is a short way to .unshift `arguments` without running into deoptimizations\n return _delegate.bind(null, document).apply(null, arguments);\n }\n\n // Handle Selector-based usage\n if (typeof elements === 'string') {\n elements = document.querySelectorAll(elements);\n }\n\n // Handle Array-like based usage\n return Array.prototype.map.call(elements, function (element) {\n return _delegate(element, selector, type, callback, useCapture);\n });\n}\n\n/**\n * Finds closest match and invokes callback.\n *\n * @param {Element} element\n * @param {String} selector\n * @param {String} type\n * @param {Function} callback\n * @return {Function}\n */\nfunction listener(element, selector, type, callback) {\n return function(e) {\n e.delegateTarget = closest(e.target, selector);\n\n if (e.delegateTarget) {\n callback.call(element, e);\n }\n }\n}\n\nmodule.exports = delegate;\n\n\n/***/ }),\n\n/***/ 879:\n/***/ (function(__unused_webpack_module, exports) {\n\n/**\n * Check if argument is a HTML element.\n *\n * @param {Object} value\n * @return {Boolean}\n */\nexports.node = function(value) {\n return value !== undefined\n && value instanceof HTMLElement\n && value.nodeType === 1;\n};\n\n/**\n * Check if argument is a list of HTML elements.\n *\n * @param {Object} value\n * @return {Boolean}\n */\nexports.nodeList = function(value) {\n var type = Object.prototype.toString.call(value);\n\n return value !== undefined\n && (type === '[object NodeList]' || type === '[object HTMLCollection]')\n && ('length' in value)\n && (value.length === 0 || exports.node(value[0]));\n};\n\n/**\n * Check if argument is a string.\n *\n * @param {Object} value\n * @return {Boolean}\n */\nexports.string = function(value) {\n return typeof value === 'string'\n || value instanceof String;\n};\n\n/**\n * Check if argument is a function.\n *\n * @param {Object} value\n * @return {Boolean}\n */\nexports.fn = function(value) {\n var type = Object.prototype.toString.call(value);\n\n return type === '[object Function]';\n};\n\n\n/***/ }),\n\n/***/ 370:\n/***/ (function(module, __unused_webpack_exports, __webpack_require__) {\n\nvar is = __webpack_require__(879);\nvar delegate = __webpack_require__(438);\n\n/**\n * Validates all params and calls the right\n * listener function based on its target type.\n *\n * @param {String|HTMLElement|HTMLCollection|NodeList} target\n * @param {String} type\n * @param {Function} callback\n * @return {Object}\n */\nfunction listen(target, type, callback) {\n if (!target && !type && !callback) {\n throw new Error('Missing required arguments');\n }\n\n if (!is.string(type)) {\n throw new TypeError('Second argument must be a String');\n }\n\n if (!is.fn(callback)) {\n throw new TypeError('Third argument must be a Function');\n }\n\n if (is.node(target)) {\n return listenNode(target, type, callback);\n }\n else if (is.nodeList(target)) {\n return listenNodeList(target, type, callback);\n }\n else if (is.string(target)) {\n return listenSelector(target, type, callback);\n }\n else {\n throw new TypeError('First argument must be a String, HTMLElement, HTMLCollection, or NodeList');\n }\n}\n\n/**\n * Adds an event listener to a HTML element\n * and returns a remove listener function.\n *\n * @param {HTMLElement} node\n * @param {String} type\n * @param {Function} callback\n * @return {Object}\n */\nfunction listenNode(node, type, callback) {\n node.addEventListener(type, callback);\n\n return {\n destroy: function() {\n node.removeEventListener(type, callback);\n }\n }\n}\n\n/**\n * Add an event listener to a list of HTML elements\n * and returns a remove listener function.\n *\n * @param {NodeList|HTMLCollection} nodeList\n * @param {String} type\n * @param {Function} callback\n * @return {Object}\n */\nfunction listenNodeList(nodeList, type, callback) {\n Array.prototype.forEach.call(nodeList, function(node) {\n node.addEventListener(type, callback);\n });\n\n return {\n destroy: function() {\n Array.prototype.forEach.call(nodeList, function(node) {\n node.removeEventListener(type, callback);\n });\n }\n }\n}\n\n/**\n * Add an event listener to a selector\n * and returns a remove listener function.\n *\n * @param {String} selector\n * @param {String} type\n * @param {Function} callback\n * @return {Object}\n */\nfunction listenSelector(selector, type, callback) {\n return delegate(document.body, selector, type, callback);\n}\n\nmodule.exports = listen;\n\n\n/***/ }),\n\n/***/ 817:\n/***/ (function(module) {\n\nfunction select(element) {\n var selectedText;\n\n if (element.nodeName === 'SELECT') {\n element.focus();\n\n selectedText = element.value;\n }\n else if (element.nodeName === 'INPUT' || element.nodeName === 'TEXTAREA') {\n var isReadOnly = element.hasAttribute('readonly');\n\n if (!isReadOnly) {\n element.setAttribute('readonly', '');\n }\n\n element.select();\n element.setSelectionRange(0, element.value.length);\n\n if (!isReadOnly) {\n element.removeAttribute('readonly');\n }\n\n selectedText = element.value;\n }\n else {\n if (element.hasAttribute('contenteditable')) {\n element.focus();\n }\n\n var selection = window.getSelection();\n var range = document.createRange();\n\n range.selectNodeContents(element);\n selection.removeAllRanges();\n selection.addRange(range);\n\n selectedText = selection.toString();\n }\n\n return selectedText;\n}\n\nmodule.exports = select;\n\n\n/***/ }),\n\n/***/ 279:\n/***/ (function(module) {\n\nfunction E () {\n // Keep this empty so it's easier to inherit from\n // (via https://github.com/lipsmack from https://github.com/scottcorgan/tiny-emitter/issues/3)\n}\n\nE.prototype = {\n on: function (name, callback, ctx) {\n var e = this.e || (this.e = {});\n\n (e[name] || (e[name] = [])).push({\n fn: callback,\n ctx: ctx\n });\n\n return this;\n },\n\n once: function (name, callback, ctx) {\n var self = this;\n function listener () {\n self.off(name, listener);\n callback.apply(ctx, arguments);\n };\n\n listener._ = callback\n return this.on(name, listener, ctx);\n },\n\n emit: function (name) {\n var data = [].slice.call(arguments, 1);\n var evtArr = ((this.e || (this.e = {}))[name] || []).slice();\n var i = 0;\n var len = evtArr.length;\n\n for (i; i < len; i++) {\n evtArr[i].fn.apply(evtArr[i].ctx, data);\n }\n\n return this;\n },\n\n off: function (name, callback) {\n var e = this.e || (this.e = {});\n var evts = e[name];\n var liveEvents = [];\n\n if (evts && callback) {\n for (var i = 0, len = evts.length; i < len; i++) {\n if (evts[i].fn !== callback && evts[i].fn._ !== callback)\n liveEvents.push(evts[i]);\n }\n }\n\n // Remove event from queue to prevent memory leak\n // Suggested by https://github.com/lazd\n // Ref: https://github.com/scottcorgan/tiny-emitter/commit/c6ebfaa9bc973b33d110a84a307742b7cf94c953#commitcomment-5024910\n\n (liveEvents.length)\n ? e[name] = liveEvents\n : delete e[name];\n\n return this;\n }\n};\n\nmodule.exports = E;\nmodule.exports.TinyEmitter = E;\n\n\n/***/ })\n\n/******/ \t});\n/************************************************************************/\n/******/ \t// The module cache\n/******/ \tvar __webpack_module_cache__ = {};\n/******/ \t\n/******/ \t// The require function\n/******/ \tfunction __webpack_require__(moduleId) {\n/******/ \t\t// Check if module is in cache\n/******/ \t\tif(__webpack_module_cache__[moduleId]) {\n/******/ \t\t\treturn __webpack_module_cache__[moduleId].exports;\n/******/ \t\t}\n/******/ \t\t// Create a new module (and put it into the cache)\n/******/ \t\tvar module = __webpack_module_cache__[moduleId] = {\n/******/ \t\t\t// no module.id needed\n/******/ \t\t\t// no module.loaded needed\n/******/ \t\t\texports: {}\n/******/ \t\t};\n/******/ \t\n/******/ \t\t// Execute the module function\n/******/ \t\t__webpack_modules__[moduleId](module, module.exports, __webpack_require__);\n/******/ \t\n/******/ \t\t// Return the exports of the module\n/******/ \t\treturn module.exports;\n/******/ \t}\n/******/ \t\n/************************************************************************/\n/******/ \t/* webpack/runtime/compat get default export */\n/******/ \t!function() {\n/******/ \t\t// getDefaultExport function for compatibility with non-harmony modules\n/******/ \t\t__webpack_require__.n = function(module) {\n/******/ \t\t\tvar getter = module && module.__esModule ?\n/******/ \t\t\t\tfunction() { return module['default']; } :\n/******/ \t\t\t\tfunction() { return module; };\n/******/ \t\t\t__webpack_require__.d(getter, { a: getter });\n/******/ \t\t\treturn getter;\n/******/ \t\t};\n/******/ \t}();\n/******/ \t\n/******/ \t/* webpack/runtime/define property getters */\n/******/ \t!function() {\n/******/ \t\t// define getter functions for harmony exports\n/******/ \t\t__webpack_require__.d = function(exports, definition) {\n/******/ \t\t\tfor(var key in definition) {\n/******/ \t\t\t\tif(__webpack_require__.o(definition, key) && !__webpack_require__.o(exports, key)) {\n/******/ \t\t\t\t\tObject.defineProperty(exports, key, { enumerable: true, get: definition[key] });\n/******/ \t\t\t\t}\n/******/ \t\t\t}\n/******/ \t\t};\n/******/ \t}();\n/******/ \t\n/******/ \t/* webpack/runtime/hasOwnProperty shorthand */\n/******/ \t!function() {\n/******/ \t\t__webpack_require__.o = function(obj, prop) { return Object.prototype.hasOwnProperty.call(obj, prop); }\n/******/ \t}();\n/******/ \t\n/************************************************************************/\n/******/ \t// module exports must be returned from runtime so entry inlining is disabled\n/******/ \t// startup\n/******/ \t// Load entry module and return exports\n/******/ \treturn __webpack_require__(686);\n/******/ })()\n.default;\n});", "/*!\n * escape-html\n * Copyright(c) 2012-2013 TJ Holowaychuk\n * Copyright(c) 2015 Andreas Lubbe\n * Copyright(c) 2015 Tiancheng \"Timothy\" Gu\n * MIT Licensed\n */\n\n'use strict';\n\n/**\n * Module variables.\n * @private\n */\n\nvar matchHtmlRegExp = /[\"'&<>]/;\n\n/**\n * Module exports.\n * @public\n */\n\nmodule.exports = escapeHtml;\n\n/**\n * Escape special characters in the given string of html.\n *\n * @param {string} string The string to escape for inserting into HTML\n * @return {string}\n * @public\n */\n\nfunction escapeHtml(string) {\n var str = '' + string;\n var match = matchHtmlRegExp.exec(str);\n\n if (!match) {\n return str;\n }\n\n var escape;\n var html = '';\n var index = 0;\n var lastIndex = 0;\n\n for (index = match.index; index < str.length; index++) {\n switch (str.charCodeAt(index)) {\n case 34: // \"\n escape = '"';\n break;\n case 38: // &\n escape = '&';\n break;\n case 39: // '\n escape = ''';\n break;\n case 60: // <\n escape = '<';\n break;\n case 62: // >\n escape = '>';\n break;\n default:\n continue;\n }\n\n if (lastIndex !== index) {\n html += str.substring(lastIndex, index);\n }\n\n lastIndex = index + 1;\n html += escape;\n }\n\n return lastIndex !== index\n ? html + str.substring(lastIndex, index)\n : html;\n}\n", "Array.prototype.flat||Object.defineProperty(Array.prototype,\"flat\",{configurable:!0,value:function r(){var t=isNaN(arguments[0])?1:Number(arguments[0]);return t?Array.prototype.reduce.call(this,function(a,e){return Array.isArray(e)?a.push.apply(a,r.call(e,t-1)):a.push(e),a},[]):Array.prototype.slice.call(this)},writable:!0}),Array.prototype.flatMap||Object.defineProperty(Array.prototype,\"flatMap\",{configurable:!0,value:function(r){return Array.prototype.map.apply(this,arguments).flat()},writable:!0})\n", "/*\n * Copyright (c) 2016-2022 Martin Donath \n *\n * Permission is hereby granted, free of charge, to any person obtaining a copy\n * of this software and associated documentation files (the \"Software\"), to\n * deal in the Software without restriction, including without limitation the\n * rights to use, copy, modify, merge, publish, distribute, sublicense, and/or\n * sell copies of the Software, and to permit persons to whom the Software is\n * furnished to do so, subject to the following conditions:\n *\n * The above copyright notice and this permission notice shall be included in\n * all copies or substantial portions of the Software.\n *\n * THE SOFTWARE IS PROVIDED \"AS IS\", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR\n * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,\n * FITNESS FOR A PARTICULAR PURPOSE AND NON-INFRINGEMENT. IN NO EVENT SHALL THE\n * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER\n * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING\n * FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS\n * IN THE SOFTWARE.\n */\n\nimport \"array-flat-polyfill\"\nimport \"focus-visible\"\nimport \"unfetch/polyfill\"\nimport \"url-polyfill\"\n\nimport {\n EMPTY,\n NEVER,\n Subject,\n defer,\n delay,\n filter,\n map,\n merge,\n mergeWith,\n shareReplay,\n switchMap\n} from \"rxjs\"\n\nimport { configuration, feature } from \"./_\"\nimport {\n at,\n getOptionalElement,\n requestJSON,\n setToggle,\n watchDocument,\n watchKeyboard,\n watchLocation,\n watchLocationTarget,\n watchMedia,\n watchPrint,\n watchViewport\n} from \"./browser\"\nimport {\n getComponentElement,\n getComponentElements,\n mountAnnounce,\n mountBackToTop,\n mountConsent,\n mountContent,\n mountDialog,\n mountHeader,\n mountHeaderTitle,\n mountPalette,\n mountSearch,\n mountSearchHiglight,\n mountSidebar,\n mountSource,\n mountTableOfContents,\n mountTabs,\n watchHeader,\n watchMain\n} from \"./components\"\nimport {\n SearchIndex,\n setupClipboardJS,\n setupInstantLoading,\n setupVersionSelector\n} from \"./integrations\"\nimport {\n patchIndeterminate,\n patchScrollfix,\n patchScrolllock\n} from \"./patches\"\nimport \"./polyfills\"\n\n/* ----------------------------------------------------------------------------\n * Application\n * ------------------------------------------------------------------------- */\n\n/* Yay, JavaScript is available */\ndocument.documentElement.classList.remove(\"no-js\")\ndocument.documentElement.classList.add(\"js\")\n\n/* Set up navigation observables and subjects */\nconst document$ = watchDocument()\nconst location$ = watchLocation()\nconst target$ = watchLocationTarget()\nconst keyboard$ = watchKeyboard()\n\n/* Set up media observables */\nconst viewport$ = watchViewport()\nconst tablet$ = watchMedia(\"(min-width: 960px)\")\nconst screen$ = watchMedia(\"(min-width: 1220px)\")\nconst print$ = watchPrint()\n\n/* Retrieve search index, if search is enabled */\nconst config = configuration()\nconst index$ = document.forms.namedItem(\"search\")\n ? __search?.index || requestJSON(\n new URL(\"search/search_index.json\", config.base)\n )\n : NEVER\n\n/* Set up Clipboard.js integration */\nconst alert$ = new Subject()\nsetupClipboardJS({ alert$ })\n\n/* Set up instant loading, if enabled */\nif (feature(\"navigation.instant\"))\n setupInstantLoading({ document$, location$, viewport$ })\n\n/* Set up version selector */\nif (config.version?.provider === \"mike\")\n setupVersionSelector({ document$ })\n\n/* Always close drawer and search on navigation */\nmerge(location$, target$)\n .pipe(\n delay(125)\n )\n .subscribe(() => {\n setToggle(\"drawer\", false)\n setToggle(\"search\", false)\n })\n\n/* Set up global keyboard handlers */\nkeyboard$\n .pipe(\n filter(({ mode }) => mode === \"global\")\n )\n .subscribe(key => {\n switch (key.type) {\n\n /* Go to previous page */\n case \"p\":\n case \",\":\n const prev = getOptionalElement(\"[href][rel=prev]\")\n if (typeof prev !== \"undefined\")\n prev.click()\n break\n\n /* Go to next page */\n case \"n\":\n case \".\":\n const next = getOptionalElement(\"[href][rel=next]\")\n if (typeof next !== \"undefined\")\n next.click()\n break\n }\n })\n\n/* Set up patches */\npatchIndeterminate({ document$, tablet$ })\npatchScrollfix({ document$ })\npatchScrolllock({ viewport$, tablet$ })\n\n/* Set up header and main area observable */\nconst header$ = watchHeader(getComponentElement(\"header\"), { viewport$ })\nconst main$ = document$\n .pipe(\n map(() => getComponentElement(\"main\")),\n switchMap(el => watchMain(el, { viewport$, header$ })),\n shareReplay(1)\n )\n\n/* Set up control component observables */\nconst control$ = merge(\n\n /* Consent */\n ...getComponentElements(\"consent\")\n .map(el => mountConsent(el, { target$ })),\n\n /* Dialog */\n ...getComponentElements(\"dialog\")\n .map(el => mountDialog(el, { alert$ })),\n\n /* Header */\n ...getComponentElements(\"header\")\n .map(el => mountHeader(el, { viewport$, header$, main$ })),\n\n /* Color palette */\n ...getComponentElements(\"palette\")\n .map(el => mountPalette(el)),\n\n /* Search */\n ...getComponentElements(\"search\")\n .map(el => mountSearch(el, { index$, keyboard$ })),\n\n /* Repository information */\n ...getComponentElements(\"source\")\n .map(el => mountSource(el))\n)\n\n/* Set up content component observables */\nconst content$ = defer(() => merge(\n\n /* Announcement bar */\n ...getComponentElements(\"announce\")\n .map(el => mountAnnounce(el)),\n\n /* Content */\n ...getComponentElements(\"content\")\n .map(el => mountContent(el, { viewport$, target$, print$ })),\n\n /* Search highlighting */\n ...getComponentElements(\"content\")\n .map(el => feature(\"search.highlight\")\n ? mountSearchHiglight(el, { index$, location$ })\n : EMPTY\n ),\n\n /* Header title */\n ...getComponentElements(\"header-title\")\n .map(el => mountHeaderTitle(el, { viewport$, header$ })),\n\n /* Sidebar */\n ...getComponentElements(\"sidebar\")\n .map(el => el.getAttribute(\"data-md-type\") === \"navigation\"\n ? at(screen$, () => mountSidebar(el, { viewport$, header$, main$ }))\n : at(tablet$, () => mountSidebar(el, { viewport$, header$, main$ }))\n ),\n\n /* Navigation tabs */\n ...getComponentElements(\"tabs\")\n .map(el => mountTabs(el, { viewport$, header$ })),\n\n /* Table of contents */\n ...getComponentElements(\"toc\")\n .map(el => mountTableOfContents(el, { viewport$, header$, target$ })),\n\n /* Back-to-top button */\n ...getComponentElements(\"top\")\n .map(el => mountBackToTop(el, { viewport$, header$, main$, target$ }))\n))\n\n/* Set up component observables */\nconst component$ = document$\n .pipe(\n switchMap(() => content$),\n mergeWith(control$),\n shareReplay(1)\n )\n\n/* Subscribe to all components */\ncomponent$.subscribe()\n\n/* ----------------------------------------------------------------------------\n * Exports\n * ------------------------------------------------------------------------- */\n\nwindow.document$ = document$ /* Document observable */\nwindow.location$ = location$ /* Location subject */\nwindow.target$ = target$ /* Location target observable */\nwindow.keyboard$ = keyboard$ /* Keyboard observable */\nwindow.viewport$ = viewport$ /* Viewport observable */\nwindow.tablet$ = tablet$ /* Media tablet observable */\nwindow.screen$ = screen$ /* Media screen observable */\nwindow.print$ = print$ /* Media print observable */\nwindow.alert$ = alert$ /* Alert subject */\nwindow.component$ = component$ /* Component observable */\n", "self.fetch||(self.fetch=function(e,n){return n=n||{},new Promise(function(t,s){var r=new XMLHttpRequest,o=[],u=[],i={},a=function(){return{ok:2==(r.status/100|0),statusText:r.statusText,status:r.status,url:r.responseURL,text:function(){return Promise.resolve(r.responseText)},json:function(){return Promise.resolve(r.responseText).then(JSON.parse)},blob:function(){return Promise.resolve(new Blob([r.response]))},clone:a,headers:{keys:function(){return o},entries:function(){return u},get:function(e){return i[e.toLowerCase()]},has:function(e){return e.toLowerCase()in i}}}};for(var c in r.open(n.method||\"get\",e,!0),r.onload=function(){r.getAllResponseHeaders().replace(/^(.*?):[^\\S\\n]*([\\s\\S]*?)$/gm,function(e,n,t){o.push(n=n.toLowerCase()),u.push([n,t]),i[n]=i[n]?i[n]+\",\"+t:t}),t(a())},r.onerror=s,r.withCredentials=\"include\"==n.credentials,n.headers)r.setRequestHeader(c,n.headers[c]);r.send(n.body||null)})});\n", "import tslib from '../tslib.js';\r\nconst {\r\n __extends,\r\n __assign,\r\n __rest,\r\n __decorate,\r\n __param,\r\n __metadata,\r\n __awaiter,\r\n __generator,\r\n __exportStar,\r\n __createBinding,\r\n __values,\r\n __read,\r\n __spread,\r\n __spreadArrays,\r\n __spreadArray,\r\n __await,\r\n __asyncGenerator,\r\n __asyncDelegator,\r\n __asyncValues,\r\n __makeTemplateObject,\r\n __importStar,\r\n __importDefault,\r\n __classPrivateFieldGet,\r\n __classPrivateFieldSet,\r\n} = tslib;\r\nexport {\r\n __extends,\r\n __assign,\r\n __rest,\r\n __decorate,\r\n __param,\r\n __metadata,\r\n __awaiter,\r\n __generator,\r\n __exportStar,\r\n __createBinding,\r\n __values,\r\n __read,\r\n __spread,\r\n __spreadArrays,\r\n __spreadArray,\r\n __await,\r\n __asyncGenerator,\r\n __asyncDelegator,\r\n __asyncValues,\r\n __makeTemplateObject,\r\n __importStar,\r\n __importDefault,\r\n __classPrivateFieldGet,\r\n __classPrivateFieldSet,\r\n};\r\n", null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, "/*\n * Copyright (c) 2016-2022 Martin Donath \n *\n * Permission is hereby granted, free of charge, to any person obtaining a copy\n * of this software and associated documentation files (the \"Software\"), to\n * deal in the Software without restriction, including without limitation the\n * rights to use, copy, modify, merge, publish, distribute, sublicense, and/or\n * sell copies of the Software, and to permit persons to whom the Software is\n * furnished to do so, subject to the following conditions:\n *\n * The above copyright notice and this permission notice shall be included in\n * all copies or substantial portions of the Software.\n *\n * THE SOFTWARE IS PROVIDED \"AS IS\", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR\n * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,\n * FITNESS FOR A PARTICULAR PURPOSE AND NON-INFRINGEMENT. IN NO EVENT SHALL THE\n * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER\n * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING\n * FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS\n * IN THE SOFTWARE.\n */\n\nimport {\n ReplaySubject,\n Subject,\n fromEvent\n} from \"rxjs\"\n\n/* ----------------------------------------------------------------------------\n * Functions\n * ------------------------------------------------------------------------- */\n\n/**\n * Watch document\n *\n * Documents are implemented as subjects, so all downstream observables are\n * automatically updated when a new document is emitted.\n *\n * @returns Document subject\n */\nexport function watchDocument(): Subject {\n const document$ = new ReplaySubject(1)\n fromEvent(document, \"DOMContentLoaded\", { once: true })\n .subscribe(() => document$.next(document))\n\n /* Return document */\n return document$\n}\n", "/*\n * Copyright (c) 2016-2022 Martin Donath \n *\n * Permission is hereby granted, free of charge, to any person obtaining a copy\n * of this software and associated documentation files (the \"Software\"), to\n * deal in the Software without restriction, including without limitation the\n * rights to use, copy, modify, merge, publish, distribute, sublicense, and/or\n * sell copies of the Software, and to permit persons to whom the Software is\n * furnished to do so, subject to the following conditions:\n *\n * The above copyright notice and this permission notice shall be included in\n * all copies or substantial portions of the Software.\n *\n * THE SOFTWARE IS PROVIDED \"AS IS\", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR\n * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,\n * FITNESS FOR A PARTICULAR PURPOSE AND NON-INFRINGEMENT. IN NO EVENT SHALL THE\n * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER\n * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING\n * FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS\n * IN THE SOFTWARE.\n */\n\n/* ----------------------------------------------------------------------------\n * Functions\n * ------------------------------------------------------------------------- */\n\n/**\n * Retrieve all elements matching the query selector\n *\n * @template T - Element type\n *\n * @param selector - Query selector\n * @param node - Node of reference\n *\n * @returns Elements\n */\nexport function getElements(\n selector: T, node?: ParentNode\n): HTMLElementTagNameMap[T][]\n\nexport function getElements(\n selector: string, node?: ParentNode\n): T[]\n\nexport function getElements(\n selector: string, node: ParentNode = document\n): T[] {\n return Array.from(node.querySelectorAll(selector))\n}\n\n/**\n * Retrieve an element matching a query selector or throw a reference error\n *\n * Note that this function assumes that the element is present. If unsure if an\n * element is existent, use the `getOptionalElement` function instead.\n *\n * @template T - Element type\n *\n * @param selector - Query selector\n * @param node - Node of reference\n *\n * @returns Element\n */\nexport function getElement(\n selector: T, node?: ParentNode\n): HTMLElementTagNameMap[T]\n\nexport function getElement(\n selector: string, node?: ParentNode\n): T\n\nexport function getElement(\n selector: string, node: ParentNode = document\n): T {\n const el = getOptionalElement(selector, node)\n if (typeof el === \"undefined\")\n throw new ReferenceError(\n `Missing element: expected \"${selector}\" to be present`\n )\n\n /* Return element */\n return el\n}\n\n/* ------------------------------------------------------------------------- */\n\n/**\n * Retrieve an optional element matching the query selector\n *\n * @template T - Element type\n *\n * @param selector - Query selector\n * @param node - Node of reference\n *\n * @returns Element or nothing\n */\nexport function getOptionalElement(\n selector: T, node?: ParentNode\n): HTMLElementTagNameMap[T] | undefined\n\nexport function getOptionalElement(\n selector: string, node?: ParentNode\n): T | undefined\n\nexport function getOptionalElement(\n selector: string, node: ParentNode = document\n): T | undefined {\n return node.querySelector(selector) || undefined\n}\n\n/**\n * Retrieve the currently active element\n *\n * @returns Element or nothing\n */\nexport function getActiveElement(): HTMLElement | undefined {\n return document.activeElement instanceof HTMLElement\n ? document.activeElement || undefined\n : undefined\n}\n", "/*\n * Copyright (c) 2016-2022 Martin Donath \n *\n * Permission is hereby granted, free of charge, to any person obtaining a copy\n * of this software and associated documentation files (the \"Software\"), to\n * deal in the Software without restriction, including without limitation the\n * rights to use, copy, modify, merge, publish, distribute, sublicense, and/or\n * sell copies of the Software, and to permit persons to whom the Software is\n * furnished to do so, subject to the following conditions:\n *\n * The above copyright notice and this permission notice shall be included in\n * all copies or substantial portions of the Software.\n *\n * THE SOFTWARE IS PROVIDED \"AS IS\", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR\n * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,\n * FITNESS FOR A PARTICULAR PURPOSE AND NON-INFRINGEMENT. IN NO EVENT SHALL THE\n * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER\n * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING\n * FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS\n * IN THE SOFTWARE.\n */\n\nimport {\n Observable,\n debounceTime,\n distinctUntilChanged,\n fromEvent,\n map,\n merge,\n startWith\n} from \"rxjs\"\n\nimport { getActiveElement } from \"../_\"\n\n/* ----------------------------------------------------------------------------\n * Functions\n * ------------------------------------------------------------------------- */\n\n/**\n * Watch element focus\n *\n * Previously, this function used `focus` and `blur` events to determine whether\n * an element is focused, but this doesn't work if there are focusable elements\n * within the elements itself. A better solutions are `focusin` and `focusout`\n * events, which bubble up the tree and allow for more fine-grained control.\n *\n * `debounceTime` is necessary, because when a focus change happens inside an\n * element, the observable would first emit `false` and then `true` again.\n *\n * @param el - Element\n *\n * @returns Element focus observable\n */\nexport function watchElementFocus(\n el: HTMLElement\n): Observable {\n return merge(\n fromEvent(document.body, \"focusin\"),\n fromEvent(document.body, \"focusout\")\n )\n .pipe(\n debounceTime(1),\n map(() => {\n const active = getActiveElement()\n return typeof active !== \"undefined\"\n ? el.contains(active)\n : false\n }),\n startWith(el === getActiveElement()),\n distinctUntilChanged()\n )\n}\n", "/*\n * Copyright (c) 2016-2022 Martin Donath \n *\n * Permission is hereby granted, free of charge, to any person obtaining a copy\n * of this software and associated documentation files (the \"Software\"), to\n * deal in the Software without restriction, including without limitation the\n * rights to use, copy, modify, merge, publish, distribute, sublicense, and/or\n * sell copies of the Software, and to permit persons to whom the Software is\n * furnished to do so, subject to the following conditions:\n *\n * The above copyright notice and this permission notice shall be included in\n * all copies or substantial portions of the Software.\n *\n * THE SOFTWARE IS PROVIDED \"AS IS\", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR\n * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,\n * FITNESS FOR A PARTICULAR PURPOSE AND NON-INFRINGEMENT. IN NO EVENT SHALL THE\n * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER\n * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING\n * FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS\n * IN THE SOFTWARE.\n */\n\nimport {\n Observable,\n animationFrameScheduler,\n auditTime,\n fromEvent,\n map,\n merge,\n startWith\n} from \"rxjs\"\n\n/* ----------------------------------------------------------------------------\n * Types\n * ------------------------------------------------------------------------- */\n\n/**\n * Element offset\n */\nexport interface ElementOffset {\n x: number /* Horizontal offset */\n y: number /* Vertical offset */\n}\n\n/* ----------------------------------------------------------------------------\n * Functions\n * ------------------------------------------------------------------------- */\n\n/**\n * Retrieve element offset\n *\n * @param el - Element\n *\n * @returns Element offset\n */\nexport function getElementOffset(\n el: HTMLElement\n): ElementOffset {\n return {\n x: el.offsetLeft,\n y: el.offsetTop\n }\n}\n\n/* ------------------------------------------------------------------------- */\n\n/**\n * Watch element offset\n *\n * @param el - Element\n *\n * @returns Element offset observable\n */\nexport function watchElementOffset(\n el: HTMLElement\n): Observable {\n return merge(\n fromEvent(window, \"load\"),\n fromEvent(window, \"resize\")\n )\n .pipe(\n auditTime(0, animationFrameScheduler),\n map(() => getElementOffset(el)),\n startWith(getElementOffset(el))\n )\n}\n", "/*\n * Copyright (c) 2016-2022 Martin Donath \n *\n * Permission is hereby granted, free of charge, to any person obtaining a copy\n * of this software and associated documentation files (the \"Software\"), to\n * deal in the Software without restriction, including without limitation the\n * rights to use, copy, modify, merge, publish, distribute, sublicense, and/or\n * sell copies of the Software, and to permit persons to whom the Software is\n * furnished to do so, subject to the following conditions:\n *\n * The above copyright notice and this permission notice shall be included in\n * all copies or substantial portions of the Software.\n *\n * THE SOFTWARE IS PROVIDED \"AS IS\", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR\n * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,\n * FITNESS FOR A PARTICULAR PURPOSE AND NON-INFRINGEMENT. IN NO EVENT SHALL THE\n * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER\n * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING\n * FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS\n * IN THE SOFTWARE.\n */\n\nimport {\n Observable,\n animationFrameScheduler,\n auditTime,\n fromEvent,\n map,\n merge,\n startWith\n} from \"rxjs\"\n\nimport { ElementOffset } from \"../_\"\n\n/* ----------------------------------------------------------------------------\n * Functions\n * ------------------------------------------------------------------------- */\n\n/**\n * Retrieve element content offset (= scroll offset)\n *\n * @param el - Element\n *\n * @returns Element content offset\n */\nexport function getElementContentOffset(\n el: HTMLElement\n): ElementOffset {\n return {\n x: el.scrollLeft,\n y: el.scrollTop\n }\n}\n\n/* ------------------------------------------------------------------------- */\n\n/**\n * Watch element content offset\n *\n * @param el - Element\n *\n * @returns Element content offset observable\n */\nexport function watchElementContentOffset(\n el: HTMLElement\n): Observable {\n return merge(\n fromEvent(el, \"scroll\"),\n fromEvent(window, \"resize\")\n )\n .pipe(\n auditTime(0, animationFrameScheduler),\n map(() => getElementContentOffset(el)),\n startWith(getElementContentOffset(el))\n )\n}\n", "/**\r\n * A collection of shims that provide minimal functionality of the ES6 collections.\r\n *\r\n * These implementations are not meant to be used outside of the ResizeObserver\r\n * modules as they cover only a limited range of use cases.\r\n */\r\n/* eslint-disable require-jsdoc, valid-jsdoc */\r\nvar MapShim = (function () {\r\n if (typeof Map !== 'undefined') {\r\n return Map;\r\n }\r\n /**\r\n * Returns index in provided array that matches the specified key.\r\n *\r\n * @param {Array} arr\r\n * @param {*} key\r\n * @returns {number}\r\n */\r\n function getIndex(arr, key) {\r\n var result = -1;\r\n arr.some(function (entry, index) {\r\n if (entry[0] === key) {\r\n result = index;\r\n return true;\r\n }\r\n return false;\r\n });\r\n return result;\r\n }\r\n return /** @class */ (function () {\r\n function class_1() {\r\n this.__entries__ = [];\r\n }\r\n Object.defineProperty(class_1.prototype, \"size\", {\r\n /**\r\n * @returns {boolean}\r\n */\r\n get: function () {\r\n return this.__entries__.length;\r\n },\r\n enumerable: true,\r\n configurable: true\r\n });\r\n /**\r\n * @param {*} key\r\n * @returns {*}\r\n */\r\n class_1.prototype.get = function (key) {\r\n var index = getIndex(this.__entries__, key);\r\n var entry = this.__entries__[index];\r\n return entry && entry[1];\r\n };\r\n /**\r\n * @param {*} key\r\n * @param {*} value\r\n * @returns {void}\r\n */\r\n class_1.prototype.set = function (key, value) {\r\n var index = getIndex(this.__entries__, key);\r\n if (~index) {\r\n this.__entries__[index][1] = value;\r\n }\r\n else {\r\n this.__entries__.push([key, value]);\r\n }\r\n };\r\n /**\r\n * @param {*} key\r\n * @returns {void}\r\n */\r\n class_1.prototype.delete = function (key) {\r\n var entries = this.__entries__;\r\n var index = getIndex(entries, key);\r\n if (~index) {\r\n entries.splice(index, 1);\r\n }\r\n };\r\n /**\r\n * @param {*} key\r\n * @returns {void}\r\n */\r\n class_1.prototype.has = function (key) {\r\n return !!~getIndex(this.__entries__, key);\r\n };\r\n /**\r\n * @returns {void}\r\n */\r\n class_1.prototype.clear = function () {\r\n this.__entries__.splice(0);\r\n };\r\n /**\r\n * @param {Function} callback\r\n * @param {*} [ctx=null]\r\n * @returns {void}\r\n */\r\n class_1.prototype.forEach = function (callback, ctx) {\r\n if (ctx === void 0) { ctx = null; }\r\n for (var _i = 0, _a = this.__entries__; _i < _a.length; _i++) {\r\n var entry = _a[_i];\r\n callback.call(ctx, entry[1], entry[0]);\r\n }\r\n };\r\n return class_1;\r\n }());\r\n})();\n\n/**\r\n * Detects whether window and document objects are available in current environment.\r\n */\r\nvar isBrowser = typeof window !== 'undefined' && typeof document !== 'undefined' && window.document === document;\n\n// Returns global object of a current environment.\r\nvar global$1 = (function () {\r\n if (typeof global !== 'undefined' && global.Math === Math) {\r\n return global;\r\n }\r\n if (typeof self !== 'undefined' && self.Math === Math) {\r\n return self;\r\n }\r\n if (typeof window !== 'undefined' && window.Math === Math) {\r\n return window;\r\n }\r\n // eslint-disable-next-line no-new-func\r\n return Function('return this')();\r\n})();\n\n/**\r\n * A shim for the requestAnimationFrame which falls back to the setTimeout if\r\n * first one is not supported.\r\n *\r\n * @returns {number} Requests' identifier.\r\n */\r\nvar requestAnimationFrame$1 = (function () {\r\n if (typeof requestAnimationFrame === 'function') {\r\n // It's required to use a bounded function because IE sometimes throws\r\n // an \"Invalid calling object\" error if rAF is invoked without the global\r\n // object on the left hand side.\r\n return requestAnimationFrame.bind(global$1);\r\n }\r\n return function (callback) { return setTimeout(function () { return callback(Date.now()); }, 1000 / 60); };\r\n})();\n\n// Defines minimum timeout before adding a trailing call.\r\nvar trailingTimeout = 2;\r\n/**\r\n * Creates a wrapper function which ensures that provided callback will be\r\n * invoked only once during the specified delay period.\r\n *\r\n * @param {Function} callback - Function to be invoked after the delay period.\r\n * @param {number} delay - Delay after which to invoke callback.\r\n * @returns {Function}\r\n */\r\nfunction throttle (callback, delay) {\r\n var leadingCall = false, trailingCall = false, lastCallTime = 0;\r\n /**\r\n * Invokes the original callback function and schedules new invocation if\r\n * the \"proxy\" was called during current request.\r\n *\r\n * @returns {void}\r\n */\r\n function resolvePending() {\r\n if (leadingCall) {\r\n leadingCall = false;\r\n callback();\r\n }\r\n if (trailingCall) {\r\n proxy();\r\n }\r\n }\r\n /**\r\n * Callback invoked after the specified delay. It will further postpone\r\n * invocation of the original function delegating it to the\r\n * requestAnimationFrame.\r\n *\r\n * @returns {void}\r\n */\r\n function timeoutCallback() {\r\n requestAnimationFrame$1(resolvePending);\r\n }\r\n /**\r\n * Schedules invocation of the original function.\r\n *\r\n * @returns {void}\r\n */\r\n function proxy() {\r\n var timeStamp = Date.now();\r\n if (leadingCall) {\r\n // Reject immediately following calls.\r\n if (timeStamp - lastCallTime < trailingTimeout) {\r\n return;\r\n }\r\n // Schedule new call to be in invoked when the pending one is resolved.\r\n // This is important for \"transitions\" which never actually start\r\n // immediately so there is a chance that we might miss one if change\r\n // happens amids the pending invocation.\r\n trailingCall = true;\r\n }\r\n else {\r\n leadingCall = true;\r\n trailingCall = false;\r\n setTimeout(timeoutCallback, delay);\r\n }\r\n lastCallTime = timeStamp;\r\n }\r\n return proxy;\r\n}\n\n// Minimum delay before invoking the update of observers.\r\nvar REFRESH_DELAY = 20;\r\n// A list of substrings of CSS properties used to find transition events that\r\n// might affect dimensions of observed elements.\r\nvar transitionKeys = ['top', 'right', 'bottom', 'left', 'width', 'height', 'size', 'weight'];\r\n// Check if MutationObserver is available.\r\nvar mutationObserverSupported = typeof MutationObserver !== 'undefined';\r\n/**\r\n * Singleton controller class which handles updates of ResizeObserver instances.\r\n */\r\nvar ResizeObserverController = /** @class */ (function () {\r\n /**\r\n * Creates a new instance of ResizeObserverController.\r\n *\r\n * @private\r\n */\r\n function ResizeObserverController() {\r\n /**\r\n * Indicates whether DOM listeners have been added.\r\n *\r\n * @private {boolean}\r\n */\r\n this.connected_ = false;\r\n /**\r\n * Tells that controller has subscribed for Mutation Events.\r\n *\r\n * @private {boolean}\r\n */\r\n this.mutationEventsAdded_ = false;\r\n /**\r\n * Keeps reference to the instance of MutationObserver.\r\n *\r\n * @private {MutationObserver}\r\n */\r\n this.mutationsObserver_ = null;\r\n /**\r\n * A list of connected observers.\r\n *\r\n * @private {Array}\r\n */\r\n this.observers_ = [];\r\n this.onTransitionEnd_ = this.onTransitionEnd_.bind(this);\r\n this.refresh = throttle(this.refresh.bind(this), REFRESH_DELAY);\r\n }\r\n /**\r\n * Adds observer to observers list.\r\n *\r\n * @param {ResizeObserverSPI} observer - Observer to be added.\r\n * @returns {void}\r\n */\r\n ResizeObserverController.prototype.addObserver = function (observer) {\r\n if (!~this.observers_.indexOf(observer)) {\r\n this.observers_.push(observer);\r\n }\r\n // Add listeners if they haven't been added yet.\r\n if (!this.connected_) {\r\n this.connect_();\r\n }\r\n };\r\n /**\r\n * Removes observer from observers list.\r\n *\r\n * @param {ResizeObserverSPI} observer - Observer to be removed.\r\n * @returns {void}\r\n */\r\n ResizeObserverController.prototype.removeObserver = function (observer) {\r\n var observers = this.observers_;\r\n var index = observers.indexOf(observer);\r\n // Remove observer if it's present in registry.\r\n if (~index) {\r\n observers.splice(index, 1);\r\n }\r\n // Remove listeners if controller has no connected observers.\r\n if (!observers.length && this.connected_) {\r\n this.disconnect_();\r\n }\r\n };\r\n /**\r\n * Invokes the update of observers. It will continue running updates insofar\r\n * it detects changes.\r\n *\r\n * @returns {void}\r\n */\r\n ResizeObserverController.prototype.refresh = function () {\r\n var changesDetected = this.updateObservers_();\r\n // Continue running updates if changes have been detected as there might\r\n // be future ones caused by CSS transitions.\r\n if (changesDetected) {\r\n this.refresh();\r\n }\r\n };\r\n /**\r\n * Updates every observer from observers list and notifies them of queued\r\n * entries.\r\n *\r\n * @private\r\n * @returns {boolean} Returns \"true\" if any observer has detected changes in\r\n * dimensions of it's elements.\r\n */\r\n ResizeObserverController.prototype.updateObservers_ = function () {\r\n // Collect observers that have active observations.\r\n var activeObservers = this.observers_.filter(function (observer) {\r\n return observer.gatherActive(), observer.hasActive();\r\n });\r\n // Deliver notifications in a separate cycle in order to avoid any\r\n // collisions between observers, e.g. when multiple instances of\r\n // ResizeObserver are tracking the same element and the callback of one\r\n // of them changes content dimensions of the observed target. Sometimes\r\n // this may result in notifications being blocked for the rest of observers.\r\n activeObservers.forEach(function (observer) { return observer.broadcastActive(); });\r\n return activeObservers.length > 0;\r\n };\r\n /**\r\n * Initializes DOM listeners.\r\n *\r\n * @private\r\n * @returns {void}\r\n */\r\n ResizeObserverController.prototype.connect_ = function () {\r\n // Do nothing if running in a non-browser environment or if listeners\r\n // have been already added.\r\n if (!isBrowser || this.connected_) {\r\n return;\r\n }\r\n // Subscription to the \"Transitionend\" event is used as a workaround for\r\n // delayed transitions. This way it's possible to capture at least the\r\n // final state of an element.\r\n document.addEventListener('transitionend', this.onTransitionEnd_);\r\n window.addEventListener('resize', this.refresh);\r\n if (mutationObserverSupported) {\r\n this.mutationsObserver_ = new MutationObserver(this.refresh);\r\n this.mutationsObserver_.observe(document, {\r\n attributes: true,\r\n childList: true,\r\n characterData: true,\r\n subtree: true\r\n });\r\n }\r\n else {\r\n document.addEventListener('DOMSubtreeModified', this.refresh);\r\n this.mutationEventsAdded_ = true;\r\n }\r\n this.connected_ = true;\r\n };\r\n /**\r\n * Removes DOM listeners.\r\n *\r\n * @private\r\n * @returns {void}\r\n */\r\n ResizeObserverController.prototype.disconnect_ = function () {\r\n // Do nothing if running in a non-browser environment or if listeners\r\n // have been already removed.\r\n if (!isBrowser || !this.connected_) {\r\n return;\r\n }\r\n document.removeEventListener('transitionend', this.onTransitionEnd_);\r\n window.removeEventListener('resize', this.refresh);\r\n if (this.mutationsObserver_) {\r\n this.mutationsObserver_.disconnect();\r\n }\r\n if (this.mutationEventsAdded_) {\r\n document.removeEventListener('DOMSubtreeModified', this.refresh);\r\n }\r\n this.mutationsObserver_ = null;\r\n this.mutationEventsAdded_ = false;\r\n this.connected_ = false;\r\n };\r\n /**\r\n * \"Transitionend\" event handler.\r\n *\r\n * @private\r\n * @param {TransitionEvent} event\r\n * @returns {void}\r\n */\r\n ResizeObserverController.prototype.onTransitionEnd_ = function (_a) {\r\n var _b = _a.propertyName, propertyName = _b === void 0 ? '' : _b;\r\n // Detect whether transition may affect dimensions of an element.\r\n var isReflowProperty = transitionKeys.some(function (key) {\r\n return !!~propertyName.indexOf(key);\r\n });\r\n if (isReflowProperty) {\r\n this.refresh();\r\n }\r\n };\r\n /**\r\n * Returns instance of the ResizeObserverController.\r\n *\r\n * @returns {ResizeObserverController}\r\n */\r\n ResizeObserverController.getInstance = function () {\r\n if (!this.instance_) {\r\n this.instance_ = new ResizeObserverController();\r\n }\r\n return this.instance_;\r\n };\r\n /**\r\n * Holds reference to the controller's instance.\r\n *\r\n * @private {ResizeObserverController}\r\n */\r\n ResizeObserverController.instance_ = null;\r\n return ResizeObserverController;\r\n}());\n\n/**\r\n * Defines non-writable/enumerable properties of the provided target object.\r\n *\r\n * @param {Object} target - Object for which to define properties.\r\n * @param {Object} props - Properties to be defined.\r\n * @returns {Object} Target object.\r\n */\r\nvar defineConfigurable = (function (target, props) {\r\n for (var _i = 0, _a = Object.keys(props); _i < _a.length; _i++) {\r\n var key = _a[_i];\r\n Object.defineProperty(target, key, {\r\n value: props[key],\r\n enumerable: false,\r\n writable: false,\r\n configurable: true\r\n });\r\n }\r\n return target;\r\n});\n\n/**\r\n * Returns the global object associated with provided element.\r\n *\r\n * @param {Object} target\r\n * @returns {Object}\r\n */\r\nvar getWindowOf = (function (target) {\r\n // Assume that the element is an instance of Node, which means that it\r\n // has the \"ownerDocument\" property from which we can retrieve a\r\n // corresponding global object.\r\n var ownerGlobal = target && target.ownerDocument && target.ownerDocument.defaultView;\r\n // Return the local global object if it's not possible extract one from\r\n // provided element.\r\n return ownerGlobal || global$1;\r\n});\n\n// Placeholder of an empty content rectangle.\r\nvar emptyRect = createRectInit(0, 0, 0, 0);\r\n/**\r\n * Converts provided string to a number.\r\n *\r\n * @param {number|string} value\r\n * @returns {number}\r\n */\r\nfunction toFloat(value) {\r\n return parseFloat(value) || 0;\r\n}\r\n/**\r\n * Extracts borders size from provided styles.\r\n *\r\n * @param {CSSStyleDeclaration} styles\r\n * @param {...string} positions - Borders positions (top, right, ...)\r\n * @returns {number}\r\n */\r\nfunction getBordersSize(styles) {\r\n var positions = [];\r\n for (var _i = 1; _i < arguments.length; _i++) {\r\n positions[_i - 1] = arguments[_i];\r\n }\r\n return positions.reduce(function (size, position) {\r\n var value = styles['border-' + position + '-width'];\r\n return size + toFloat(value);\r\n }, 0);\r\n}\r\n/**\r\n * Extracts paddings sizes from provided styles.\r\n *\r\n * @param {CSSStyleDeclaration} styles\r\n * @returns {Object} Paddings box.\r\n */\r\nfunction getPaddings(styles) {\r\n var positions = ['top', 'right', 'bottom', 'left'];\r\n var paddings = {};\r\n for (var _i = 0, positions_1 = positions; _i < positions_1.length; _i++) {\r\n var position = positions_1[_i];\r\n var value = styles['padding-' + position];\r\n paddings[position] = toFloat(value);\r\n }\r\n return paddings;\r\n}\r\n/**\r\n * Calculates content rectangle of provided SVG element.\r\n *\r\n * @param {SVGGraphicsElement} target - Element content rectangle of which needs\r\n * to be calculated.\r\n * @returns {DOMRectInit}\r\n */\r\nfunction getSVGContentRect(target) {\r\n var bbox = target.getBBox();\r\n return createRectInit(0, 0, bbox.width, bbox.height);\r\n}\r\n/**\r\n * Calculates content rectangle of provided HTMLElement.\r\n *\r\n * @param {HTMLElement} target - Element for which to calculate the content rectangle.\r\n * @returns {DOMRectInit}\r\n */\r\nfunction getHTMLElementContentRect(target) {\r\n // Client width & height properties can't be\r\n // used exclusively as they provide rounded values.\r\n var clientWidth = target.clientWidth, clientHeight = target.clientHeight;\r\n // By this condition we can catch all non-replaced inline, hidden and\r\n // detached elements. Though elements with width & height properties less\r\n // than 0.5 will be discarded as well.\r\n //\r\n // Without it we would need to implement separate methods for each of\r\n // those cases and it's not possible to perform a precise and performance\r\n // effective test for hidden elements. E.g. even jQuery's ':visible' filter\r\n // gives wrong results for elements with width & height less than 0.5.\r\n if (!clientWidth && !clientHeight) {\r\n return emptyRect;\r\n }\r\n var styles = getWindowOf(target).getComputedStyle(target);\r\n var paddings = getPaddings(styles);\r\n var horizPad = paddings.left + paddings.right;\r\n var vertPad = paddings.top + paddings.bottom;\r\n // Computed styles of width & height are being used because they are the\r\n // only dimensions available to JS that contain non-rounded values. It could\r\n // be possible to utilize the getBoundingClientRect if only it's data wasn't\r\n // affected by CSS transformations let alone paddings, borders and scroll bars.\r\n var width = toFloat(styles.width), height = toFloat(styles.height);\r\n // Width & height include paddings and borders when the 'border-box' box\r\n // model is applied (except for IE).\r\n if (styles.boxSizing === 'border-box') {\r\n // Following conditions are required to handle Internet Explorer which\r\n // doesn't include paddings and borders to computed CSS dimensions.\r\n //\r\n // We can say that if CSS dimensions + paddings are equal to the \"client\"\r\n // properties then it's either IE, and thus we don't need to subtract\r\n // anything, or an element merely doesn't have paddings/borders styles.\r\n if (Math.round(width + horizPad) !== clientWidth) {\r\n width -= getBordersSize(styles, 'left', 'right') + horizPad;\r\n }\r\n if (Math.round(height + vertPad) !== clientHeight) {\r\n height -= getBordersSize(styles, 'top', 'bottom') + vertPad;\r\n }\r\n }\r\n // Following steps can't be applied to the document's root element as its\r\n // client[Width/Height] properties represent viewport area of the window.\r\n // Besides, it's as well not necessary as the itself neither has\r\n // rendered scroll bars nor it can be clipped.\r\n if (!isDocumentElement(target)) {\r\n // In some browsers (only in Firefox, actually) CSS width & height\r\n // include scroll bars size which can be removed at this step as scroll\r\n // bars are the only difference between rounded dimensions + paddings\r\n // and \"client\" properties, though that is not always true in Chrome.\r\n var vertScrollbar = Math.round(width + horizPad) - clientWidth;\r\n var horizScrollbar = Math.round(height + vertPad) - clientHeight;\r\n // Chrome has a rather weird rounding of \"client\" properties.\r\n // E.g. for an element with content width of 314.2px it sometimes gives\r\n // the client width of 315px and for the width of 314.7px it may give\r\n // 314px. And it doesn't happen all the time. So just ignore this delta\r\n // as a non-relevant.\r\n if (Math.abs(vertScrollbar) !== 1) {\r\n width -= vertScrollbar;\r\n }\r\n if (Math.abs(horizScrollbar) !== 1) {\r\n height -= horizScrollbar;\r\n }\r\n }\r\n return createRectInit(paddings.left, paddings.top, width, height);\r\n}\r\n/**\r\n * Checks whether provided element is an instance of the SVGGraphicsElement.\r\n *\r\n * @param {Element} target - Element to be checked.\r\n * @returns {boolean}\r\n */\r\nvar isSVGGraphicsElement = (function () {\r\n // Some browsers, namely IE and Edge, don't have the SVGGraphicsElement\r\n // interface.\r\n if (typeof SVGGraphicsElement !== 'undefined') {\r\n return function (target) { return target instanceof getWindowOf(target).SVGGraphicsElement; };\r\n }\r\n // If it's so, then check that element is at least an instance of the\r\n // SVGElement and that it has the \"getBBox\" method.\r\n // eslint-disable-next-line no-extra-parens\r\n return function (target) { return (target instanceof getWindowOf(target).SVGElement &&\r\n typeof target.getBBox === 'function'); };\r\n})();\r\n/**\r\n * Checks whether provided element is a document element ().\r\n *\r\n * @param {Element} target - Element to be checked.\r\n * @returns {boolean}\r\n */\r\nfunction isDocumentElement(target) {\r\n return target === getWindowOf(target).document.documentElement;\r\n}\r\n/**\r\n * Calculates an appropriate content rectangle for provided html or svg element.\r\n *\r\n * @param {Element} target - Element content rectangle of which needs to be calculated.\r\n * @returns {DOMRectInit}\r\n */\r\nfunction getContentRect(target) {\r\n if (!isBrowser) {\r\n return emptyRect;\r\n }\r\n if (isSVGGraphicsElement(target)) {\r\n return getSVGContentRect(target);\r\n }\r\n return getHTMLElementContentRect(target);\r\n}\r\n/**\r\n * Creates rectangle with an interface of the DOMRectReadOnly.\r\n * Spec: https://drafts.fxtf.org/geometry/#domrectreadonly\r\n *\r\n * @param {DOMRectInit} rectInit - Object with rectangle's x/y coordinates and dimensions.\r\n * @returns {DOMRectReadOnly}\r\n */\r\nfunction createReadOnlyRect(_a) {\r\n var x = _a.x, y = _a.y, width = _a.width, height = _a.height;\r\n // If DOMRectReadOnly is available use it as a prototype for the rectangle.\r\n var Constr = typeof DOMRectReadOnly !== 'undefined' ? DOMRectReadOnly : Object;\r\n var rect = Object.create(Constr.prototype);\r\n // Rectangle's properties are not writable and non-enumerable.\r\n defineConfigurable(rect, {\r\n x: x, y: y, width: width, height: height,\r\n top: y,\r\n right: x + width,\r\n bottom: height + y,\r\n left: x\r\n });\r\n return rect;\r\n}\r\n/**\r\n * Creates DOMRectInit object based on the provided dimensions and the x/y coordinates.\r\n * Spec: https://drafts.fxtf.org/geometry/#dictdef-domrectinit\r\n *\r\n * @param {number} x - X coordinate.\r\n * @param {number} y - Y coordinate.\r\n * @param {number} width - Rectangle's width.\r\n * @param {number} height - Rectangle's height.\r\n * @returns {DOMRectInit}\r\n */\r\nfunction createRectInit(x, y, width, height) {\r\n return { x: x, y: y, width: width, height: height };\r\n}\n\n/**\r\n * Class that is responsible for computations of the content rectangle of\r\n * provided DOM element and for keeping track of it's changes.\r\n */\r\nvar ResizeObservation = /** @class */ (function () {\r\n /**\r\n * Creates an instance of ResizeObservation.\r\n *\r\n * @param {Element} target - Element to be observed.\r\n */\r\n function ResizeObservation(target) {\r\n /**\r\n * Broadcasted width of content rectangle.\r\n *\r\n * @type {number}\r\n */\r\n this.broadcastWidth = 0;\r\n /**\r\n * Broadcasted height of content rectangle.\r\n *\r\n * @type {number}\r\n */\r\n this.broadcastHeight = 0;\r\n /**\r\n * Reference to the last observed content rectangle.\r\n *\r\n * @private {DOMRectInit}\r\n */\r\n this.contentRect_ = createRectInit(0, 0, 0, 0);\r\n this.target = target;\r\n }\r\n /**\r\n * Updates content rectangle and tells whether it's width or height properties\r\n * have changed since the last broadcast.\r\n *\r\n * @returns {boolean}\r\n */\r\n ResizeObservation.prototype.isActive = function () {\r\n var rect = getContentRect(this.target);\r\n this.contentRect_ = rect;\r\n return (rect.width !== this.broadcastWidth ||\r\n rect.height !== this.broadcastHeight);\r\n };\r\n /**\r\n * Updates 'broadcastWidth' and 'broadcastHeight' properties with a data\r\n * from the corresponding properties of the last observed content rectangle.\r\n *\r\n * @returns {DOMRectInit} Last observed content rectangle.\r\n */\r\n ResizeObservation.prototype.broadcastRect = function () {\r\n var rect = this.contentRect_;\r\n this.broadcastWidth = rect.width;\r\n this.broadcastHeight = rect.height;\r\n return rect;\r\n };\r\n return ResizeObservation;\r\n}());\n\nvar ResizeObserverEntry = /** @class */ (function () {\r\n /**\r\n * Creates an instance of ResizeObserverEntry.\r\n *\r\n * @param {Element} target - Element that is being observed.\r\n * @param {DOMRectInit} rectInit - Data of the element's content rectangle.\r\n */\r\n function ResizeObserverEntry(target, rectInit) {\r\n var contentRect = createReadOnlyRect(rectInit);\r\n // According to the specification following properties are not writable\r\n // and are also not enumerable in the native implementation.\r\n //\r\n // Property accessors are not being used as they'd require to define a\r\n // private WeakMap storage which may cause memory leaks in browsers that\r\n // don't support this type of collections.\r\n defineConfigurable(this, { target: target, contentRect: contentRect });\r\n }\r\n return ResizeObserverEntry;\r\n}());\n\nvar ResizeObserverSPI = /** @class */ (function () {\r\n /**\r\n * Creates a new instance of ResizeObserver.\r\n *\r\n * @param {ResizeObserverCallback} callback - Callback function that is invoked\r\n * when one of the observed elements changes it's content dimensions.\r\n * @param {ResizeObserverController} controller - Controller instance which\r\n * is responsible for the updates of observer.\r\n * @param {ResizeObserver} callbackCtx - Reference to the public\r\n * ResizeObserver instance which will be passed to callback function.\r\n */\r\n function ResizeObserverSPI(callback, controller, callbackCtx) {\r\n /**\r\n * Collection of resize observations that have detected changes in dimensions\r\n * of elements.\r\n *\r\n * @private {Array}\r\n */\r\n this.activeObservations_ = [];\r\n /**\r\n * Registry of the ResizeObservation instances.\r\n *\r\n * @private {Map}\r\n */\r\n this.observations_ = new MapShim();\r\n if (typeof callback !== 'function') {\r\n throw new TypeError('The callback provided as parameter 1 is not a function.');\r\n }\r\n this.callback_ = callback;\r\n this.controller_ = controller;\r\n this.callbackCtx_ = callbackCtx;\r\n }\r\n /**\r\n * Starts observing provided element.\r\n *\r\n * @param {Element} target - Element to be observed.\r\n * @returns {void}\r\n */\r\n ResizeObserverSPI.prototype.observe = function (target) {\r\n if (!arguments.length) {\r\n throw new TypeError('1 argument required, but only 0 present.');\r\n }\r\n // Do nothing if current environment doesn't have the Element interface.\r\n if (typeof Element === 'undefined' || !(Element instanceof Object)) {\r\n return;\r\n }\r\n if (!(target instanceof getWindowOf(target).Element)) {\r\n throw new TypeError('parameter 1 is not of type \"Element\".');\r\n }\r\n var observations = this.observations_;\r\n // Do nothing if element is already being observed.\r\n if (observations.has(target)) {\r\n return;\r\n }\r\n observations.set(target, new ResizeObservation(target));\r\n this.controller_.addObserver(this);\r\n // Force the update of observations.\r\n this.controller_.refresh();\r\n };\r\n /**\r\n * Stops observing provided element.\r\n *\r\n * @param {Element} target - Element to stop observing.\r\n * @returns {void}\r\n */\r\n ResizeObserverSPI.prototype.unobserve = function (target) {\r\n if (!arguments.length) {\r\n throw new TypeError('1 argument required, but only 0 present.');\r\n }\r\n // Do nothing if current environment doesn't have the Element interface.\r\n if (typeof Element === 'undefined' || !(Element instanceof Object)) {\r\n return;\r\n }\r\n if (!(target instanceof getWindowOf(target).Element)) {\r\n throw new TypeError('parameter 1 is not of type \"Element\".');\r\n }\r\n var observations = this.observations_;\r\n // Do nothing if element is not being observed.\r\n if (!observations.has(target)) {\r\n return;\r\n }\r\n observations.delete(target);\r\n if (!observations.size) {\r\n this.controller_.removeObserver(this);\r\n }\r\n };\r\n /**\r\n * Stops observing all elements.\r\n *\r\n * @returns {void}\r\n */\r\n ResizeObserverSPI.prototype.disconnect = function () {\r\n this.clearActive();\r\n this.observations_.clear();\r\n this.controller_.removeObserver(this);\r\n };\r\n /**\r\n * Collects observation instances the associated element of which has changed\r\n * it's content rectangle.\r\n *\r\n * @returns {void}\r\n */\r\n ResizeObserverSPI.prototype.gatherActive = function () {\r\n var _this = this;\r\n this.clearActive();\r\n this.observations_.forEach(function (observation) {\r\n if (observation.isActive()) {\r\n _this.activeObservations_.push(observation);\r\n }\r\n });\r\n };\r\n /**\r\n * Invokes initial callback function with a list of ResizeObserverEntry\r\n * instances collected from active resize observations.\r\n *\r\n * @returns {void}\r\n */\r\n ResizeObserverSPI.prototype.broadcastActive = function () {\r\n // Do nothing if observer doesn't have active observations.\r\n if (!this.hasActive()) {\r\n return;\r\n }\r\n var ctx = this.callbackCtx_;\r\n // Create ResizeObserverEntry instance for every active observation.\r\n var entries = this.activeObservations_.map(function (observation) {\r\n return new ResizeObserverEntry(observation.target, observation.broadcastRect());\r\n });\r\n this.callback_.call(ctx, entries, ctx);\r\n this.clearActive();\r\n };\r\n /**\r\n * Clears the collection of active observations.\r\n *\r\n * @returns {void}\r\n */\r\n ResizeObserverSPI.prototype.clearActive = function () {\r\n this.activeObservations_.splice(0);\r\n };\r\n /**\r\n * Tells whether observer has active observations.\r\n *\r\n * @returns {boolean}\r\n */\r\n ResizeObserverSPI.prototype.hasActive = function () {\r\n return this.activeObservations_.length > 0;\r\n };\r\n return ResizeObserverSPI;\r\n}());\n\n// Registry of internal observers. If WeakMap is not available use current shim\r\n// for the Map collection as it has all required methods and because WeakMap\r\n// can't be fully polyfilled anyway.\r\nvar observers = typeof WeakMap !== 'undefined' ? new WeakMap() : new MapShim();\r\n/**\r\n * ResizeObserver API. Encapsulates the ResizeObserver SPI implementation\r\n * exposing only those methods and properties that are defined in the spec.\r\n */\r\nvar ResizeObserver = /** @class */ (function () {\r\n /**\r\n * Creates a new instance of ResizeObserver.\r\n *\r\n * @param {ResizeObserverCallback} callback - Callback that is invoked when\r\n * dimensions of the observed elements change.\r\n */\r\n function ResizeObserver(callback) {\r\n if (!(this instanceof ResizeObserver)) {\r\n throw new TypeError('Cannot call a class as a function.');\r\n }\r\n if (!arguments.length) {\r\n throw new TypeError('1 argument required, but only 0 present.');\r\n }\r\n var controller = ResizeObserverController.getInstance();\r\n var observer = new ResizeObserverSPI(callback, controller, this);\r\n observers.set(this, observer);\r\n }\r\n return ResizeObserver;\r\n}());\r\n// Expose public methods of ResizeObserver.\r\n[\r\n 'observe',\r\n 'unobserve',\r\n 'disconnect'\r\n].forEach(function (method) {\r\n ResizeObserver.prototype[method] = function () {\r\n var _a;\r\n return (_a = observers.get(this))[method].apply(_a, arguments);\r\n };\r\n});\n\nvar index = (function () {\r\n // Export existing implementation if available.\r\n if (typeof global$1.ResizeObserver !== 'undefined') {\r\n return global$1.ResizeObserver;\r\n }\r\n return ResizeObserver;\r\n})();\n\nexport default index;\n", "/*\n * Copyright (c) 2016-2022 Martin Donath \n *\n * Permission is hereby granted, free of charge, to any person obtaining a copy\n * of this software and associated documentation files (the \"Software\"), to\n * deal in the Software without restriction, including without limitation the\n * rights to use, copy, modify, merge, publish, distribute, sublicense, and/or\n * sell copies of the Software, and to permit persons to whom the Software is\n * furnished to do so, subject to the following conditions:\n *\n * The above copyright notice and this permission notice shall be included in\n * all copies or substantial portions of the Software.\n *\n * THE SOFTWARE IS PROVIDED \"AS IS\", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR\n * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,\n * FITNESS FOR A PARTICULAR PURPOSE AND NON-INFRINGEMENT. IN NO EVENT SHALL THE\n * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER\n * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING\n * FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS\n * IN THE SOFTWARE.\n */\n\nimport ResizeObserver from \"resize-observer-polyfill\"\nimport {\n NEVER,\n Observable,\n Subject,\n defer,\n filter,\n finalize,\n map,\n merge,\n of,\n shareReplay,\n startWith,\n switchMap,\n tap\n} from \"rxjs\"\n\n/* ----------------------------------------------------------------------------\n * Types\n * ------------------------------------------------------------------------- */\n\n/**\n * Element offset\n */\nexport interface ElementSize {\n width: number /* Element width */\n height: number /* Element height */\n}\n\n/* ----------------------------------------------------------------------------\n * Data\n * ------------------------------------------------------------------------- */\n\n/**\n * Resize observer entry subject\n */\nconst entry$ = new Subject()\n\n/**\n * Resize observer observable\n *\n * This observable will create a `ResizeObserver` on the first subscription\n * and will automatically terminate it when there are no more subscribers.\n * It's quite important to centralize observation in a single `ResizeObserver`,\n * as the performance difference can be quite dramatic, as the link shows.\n *\n * @see https://bit.ly/3iIYfEm - Google Groups on performance\n */\nconst observer$ = defer(() => of(\n new ResizeObserver(entries => {\n for (const entry of entries)\n entry$.next(entry)\n })\n))\n .pipe(\n switchMap(observer => merge(NEVER, of(observer))\n .pipe(\n finalize(() => observer.disconnect())\n )\n ),\n shareReplay(1)\n )\n\n/* ----------------------------------------------------------------------------\n * Functions\n * ------------------------------------------------------------------------- */\n\n/**\n * Retrieve element size\n *\n * @param el - Element\n *\n * @returns Element size\n */\nexport function getElementSize(\n el: HTMLElement\n): ElementSize {\n return {\n width: el.offsetWidth,\n height: el.offsetHeight\n }\n}\n\n/* ------------------------------------------------------------------------- */\n\n/**\n * Watch element size\n *\n * This function returns an observable that subscribes to a single internal\n * instance of `ResizeObserver` upon subscription, and emit resize events until\n * termination. Note that this function should not be called with the same\n * element twice, as the first unsubscription will terminate observation.\n *\n * Sadly, we can't use the `DOMRect` objects returned by the observer, because\n * we need the emitted values to be consistent with `getElementSize`, which will\n * return the used values (rounded) and not actual values (unrounded). Thus, we\n * use the `offset*` properties. See the linked GitHub issue.\n *\n * @see https://bit.ly/3m0k3he - GitHub issue\n *\n * @param el - Element\n *\n * @returns Element size observable\n */\nexport function watchElementSize(\n el: HTMLElement\n): Observable {\n return observer$\n .pipe(\n tap(observer => observer.observe(el)),\n switchMap(observer => entry$\n .pipe(\n filter(({ target }) => target === el),\n finalize(() => observer.unobserve(el)),\n map(() => getElementSize(el))\n )\n ),\n startWith(getElementSize(el))\n )\n}\n", "/*\n * Copyright (c) 2016-2022 Martin Donath \n *\n * Permission is hereby granted, free of charge, to any person obtaining a copy\n * of this software and associated documentation files (the \"Software\"), to\n * deal in the Software without restriction, including without limitation the\n * rights to use, copy, modify, merge, publish, distribute, sublicense, and/or\n * sell copies of the Software, and to permit persons to whom the Software is\n * furnished to do so, subject to the following conditions:\n *\n * The above copyright notice and this permission notice shall be included in\n * all copies or substantial portions of the Software.\n *\n * THE SOFTWARE IS PROVIDED \"AS IS\", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR\n * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,\n * FITNESS FOR A PARTICULAR PURPOSE AND NON-INFRINGEMENT. IN NO EVENT SHALL THE\n * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER\n * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING\n * FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS\n * IN THE SOFTWARE.\n */\n\nimport { ElementSize } from \"../_\"\n\n/* ----------------------------------------------------------------------------\n * Functions\n * ------------------------------------------------------------------------- */\n\n/**\n * Retrieve element content size (= scroll width and height)\n *\n * @param el - Element\n *\n * @returns Element content size\n */\nexport function getElementContentSize(\n el: HTMLElement\n): ElementSize {\n return {\n width: el.scrollWidth,\n height: el.scrollHeight\n }\n}\n\n/**\n * Retrieve the overflowing container of an element, if any\n *\n * @param el - Element\n *\n * @returns Overflowing container or nothing\n */\nexport function getElementContainer(\n el: HTMLElement\n): HTMLElement | undefined {\n let parent = el.parentElement\n while (parent)\n if (\n el.scrollWidth <= parent.scrollWidth &&\n el.scrollHeight <= parent.scrollHeight\n )\n parent = (el = parent).parentElement\n else\n break\n\n /* Return overflowing container */\n return parent ? el : undefined\n}\n", "/*\n * Copyright (c) 2016-2022 Martin Donath \n *\n * Permission is hereby granted, free of charge, to any person obtaining a copy\n * of this software and associated documentation files (the \"Software\"), to\n * deal in the Software without restriction, including without limitation the\n * rights to use, copy, modify, merge, publish, distribute, sublicense, and/or\n * sell copies of the Software, and to permit persons to whom the Software is\n * furnished to do so, subject to the following conditions:\n *\n * The above copyright notice and this permission notice shall be included in\n * all copies or substantial portions of the Software.\n *\n * THE SOFTWARE IS PROVIDED \"AS IS\", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR\n * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,\n * FITNESS FOR A PARTICULAR PURPOSE AND NON-INFRINGEMENT. IN NO EVENT SHALL THE\n * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER\n * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING\n * FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS\n * IN THE SOFTWARE.\n */\n\nimport {\n NEVER,\n Observable,\n Subject,\n defer,\n distinctUntilChanged,\n filter,\n finalize,\n map,\n merge,\n of,\n shareReplay,\n switchMap,\n tap\n} from \"rxjs\"\n\nimport {\n getElementContentSize,\n getElementSize,\n watchElementContentOffset\n} from \"~/browser\"\n\n/* ----------------------------------------------------------------------------\n * Data\n * ------------------------------------------------------------------------- */\n\n/**\n * Intersection observer entry subject\n */\nconst entry$ = new Subject()\n\n/**\n * Intersection observer observable\n *\n * This observable will create an `IntersectionObserver` on first subscription\n * and will automatically terminate it when there are no more subscribers.\n *\n * @see https://bit.ly/3iIYfEm - Google Groups on performance\n */\nconst observer$ = defer(() => of(\n new IntersectionObserver(entries => {\n for (const entry of entries)\n entry$.next(entry)\n }, {\n threshold: 0\n })\n))\n .pipe(\n switchMap(observer => merge(NEVER, of(observer))\n .pipe(\n finalize(() => observer.disconnect())\n )\n ),\n shareReplay(1)\n )\n\n/* ----------------------------------------------------------------------------\n * Functions\n * ------------------------------------------------------------------------- */\n\n/**\n * Watch element visibility\n *\n * @param el - Element\n *\n * @returns Element visibility observable\n */\nexport function watchElementVisibility(\n el: HTMLElement\n): Observable {\n return observer$\n .pipe(\n tap(observer => observer.observe(el)),\n switchMap(observer => entry$\n .pipe(\n filter(({ target }) => target === el),\n finalize(() => observer.unobserve(el)),\n map(({ isIntersecting }) => isIntersecting)\n )\n )\n )\n}\n\n/**\n * Watch element boundary\n *\n * This function returns an observable which emits whether the bottom content\n * boundary (= scroll offset) of an element is within a certain threshold.\n *\n * @param el - Element\n * @param threshold - Threshold\n *\n * @returns Element boundary observable\n */\nexport function watchElementBoundary(\n el: HTMLElement, threshold = 16\n): Observable {\n return watchElementContentOffset(el)\n .pipe(\n map(({ y }) => {\n const visible = getElementSize(el)\n const content = getElementContentSize(el)\n return y >= (\n content.height - visible.height - threshold\n )\n }),\n distinctUntilChanged()\n )\n}\n", "/*\n * Copyright (c) 2016-2022 Martin Donath \n *\n * Permission is hereby granted, free of charge, to any person obtaining a copy\n * of this software and associated documentation files (the \"Software\"), to\n * deal in the Software without restriction, including without limitation the\n * rights to use, copy, modify, merge, publish, distribute, sublicense, and/or\n * sell copies of the Software, and to permit persons to whom the Software is\n * furnished to do so, subject to the following conditions:\n *\n * The above copyright notice and this permission notice shall be included in\n * all copies or substantial portions of the Software.\n *\n * THE SOFTWARE IS PROVIDED \"AS IS\", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR\n * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,\n * FITNESS FOR A PARTICULAR PURPOSE AND NON-INFRINGEMENT. IN NO EVENT SHALL THE\n * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER\n * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING\n * FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS\n * IN THE SOFTWARE.\n */\n\nimport {\n Observable,\n fromEvent,\n map,\n startWith\n} from \"rxjs\"\n\nimport { getElement } from \"../element\"\n\n/* ----------------------------------------------------------------------------\n * Types\n * ------------------------------------------------------------------------- */\n\n/**\n * Toggle\n */\nexport type Toggle =\n | \"drawer\" /* Toggle for drawer */\n | \"search\" /* Toggle for search */\n\n/* ----------------------------------------------------------------------------\n * Data\n * ------------------------------------------------------------------------- */\n\n/**\n * Toggle map\n */\nconst toggles: Record = {\n drawer: getElement(\"[data-md-toggle=drawer]\"),\n search: getElement(\"[data-md-toggle=search]\")\n}\n\n/* ----------------------------------------------------------------------------\n * Functions\n * ------------------------------------------------------------------------- */\n\n/**\n * Retrieve the value of a toggle\n *\n * @param name - Toggle\n *\n * @returns Toggle value\n */\nexport function getToggle(name: Toggle): boolean {\n return toggles[name].checked\n}\n\n/**\n * Set toggle\n *\n * Simulating a click event seems to be the most cross-browser compatible way\n * of changing the value while also emitting a `change` event. Before, Material\n * used `CustomEvent` to programmatically change the value of a toggle, but this\n * is a much simpler and cleaner solution which doesn't require a polyfill.\n *\n * @param name - Toggle\n * @param value - Toggle value\n */\nexport function setToggle(name: Toggle, value: boolean): void {\n if (toggles[name].checked !== value)\n toggles[name].click()\n}\n\n/* ------------------------------------------------------------------------- */\n\n/**\n * Watch toggle\n *\n * @param name - Toggle\n *\n * @returns Toggle value observable\n */\nexport function watchToggle(name: Toggle): Observable {\n const el = toggles[name]\n return fromEvent(el, \"change\")\n .pipe(\n map(() => el.checked),\n startWith(el.checked)\n )\n}\n", "/*\n * Copyright (c) 2016-2022 Martin Donath \n *\n * Permission is hereby granted, free of charge, to any person obtaining a copy\n * of this software and associated documentation files (the \"Software\"), to\n * deal in the Software without restriction, including without limitation the\n * rights to use, copy, modify, merge, publish, distribute, sublicense, and/or\n * sell copies of the Software, and to permit persons to whom the Software is\n * furnished to do so, subject to the following conditions:\n *\n * The above copyright notice and this permission notice shall be included in\n * all copies or substantial portions of the Software.\n *\n * THE SOFTWARE IS PROVIDED \"AS IS\", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR\n * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,\n * FITNESS FOR A PARTICULAR PURPOSE AND NON-INFRINGEMENT. IN NO EVENT SHALL THE\n * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER\n * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING\n * FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS\n * IN THE SOFTWARE.\n */\n\nimport {\n Observable,\n filter,\n fromEvent,\n map,\n share\n} from \"rxjs\"\n\nimport { getActiveElement } from \"../element\"\nimport { getToggle } from \"../toggle\"\n\n/* ----------------------------------------------------------------------------\n * Types\n * ------------------------------------------------------------------------- */\n\n/**\n * Keyboard mode\n */\nexport type KeyboardMode =\n | \"global\" /* Global */\n | \"search\" /* Search is open */\n\n/* ------------------------------------------------------------------------- */\n\n/**\n * Keyboard\n */\nexport interface Keyboard {\n mode: KeyboardMode /* Keyboard mode */\n type: string /* Key type */\n claim(): void /* Key claim */\n}\n\n/* ----------------------------------------------------------------------------\n * Helper functions\n * ------------------------------------------------------------------------- */\n\n/**\n * Check whether an element may receive keyboard input\n *\n * @param el - Element\n * @param type - Key type\n *\n * @returns Test result\n */\nfunction isSusceptibleToKeyboard(\n el: HTMLElement, type: string\n): boolean {\n switch (el.constructor) {\n\n /* Input elements */\n case HTMLInputElement:\n /* @ts-expect-error - omit unnecessary type cast */\n if (el.type === \"radio\")\n return /^Arrow/.test(type)\n else\n return true\n\n /* Select element and textarea */\n case HTMLSelectElement:\n case HTMLTextAreaElement:\n return true\n\n /* Everything else */\n default:\n return el.isContentEditable\n }\n}\n\n/* ----------------------------------------------------------------------------\n * Functions\n * ------------------------------------------------------------------------- */\n\n/**\n * Watch keyboard\n *\n * @returns Keyboard observable\n */\nexport function watchKeyboard(): Observable {\n return fromEvent(window, \"keydown\")\n .pipe(\n filter(ev => !(ev.metaKey || ev.ctrlKey)),\n map(ev => ({\n mode: getToggle(\"search\") ? \"search\" : \"global\",\n type: ev.key,\n claim() {\n ev.preventDefault()\n ev.stopPropagation()\n }\n } as Keyboard)),\n filter(({ mode, type }) => {\n if (mode === \"global\") {\n const active = getActiveElement()\n if (typeof active !== \"undefined\")\n return !isSusceptibleToKeyboard(active, type)\n }\n return true\n }),\n share()\n )\n}\n", "/*\n * Copyright (c) 2016-2022 Martin Donath \n *\n * Permission is hereby granted, free of charge, to any person obtaining a copy\n * of this software and associated documentation files (the \"Software\"), to\n * deal in the Software without restriction, including without limitation the\n * rights to use, copy, modify, merge, publish, distribute, sublicense, and/or\n * sell copies of the Software, and to permit persons to whom the Software is\n * furnished to do so, subject to the following conditions:\n *\n * The above copyright notice and this permission notice shall be included in\n * all copies or substantial portions of the Software.\n *\n * THE SOFTWARE IS PROVIDED \"AS IS\", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR\n * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,\n * FITNESS FOR A PARTICULAR PURPOSE AND NON-INFRINGEMENT. IN NO EVENT SHALL THE\n * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER\n * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING\n * FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS\n * IN THE SOFTWARE.\n */\n\nimport { Subject } from \"rxjs\"\n\n/* ----------------------------------------------------------------------------\n * Functions\n * ------------------------------------------------------------------------- */\n\n/**\n * Retrieve location\n *\n * This function returns a `URL` object (and not `Location`) to normalize the\n * typings across the application. Furthermore, locations need to be tracked\n * without setting them and `Location` is a singleton which represents the\n * current location.\n *\n * @returns URL\n */\nexport function getLocation(): URL {\n return new URL(location.href)\n}\n\n/**\n * Set location\n *\n * @param url - URL to change to\n */\nexport function setLocation(url: URL): void {\n location.href = url.href\n}\n\n/* ------------------------------------------------------------------------- */\n\n/**\n * Watch location\n *\n * @returns Location subject\n */\nexport function watchLocation(): Subject {\n return new Subject()\n}\n", "/*\n * Copyright (c) 2016-2022 Martin Donath \n *\n * Permission is hereby granted, free of charge, to any person obtaining a copy\n * of this software and associated documentation files (the \"Software\"), to\n * deal in the Software without restriction, including without limitation the\n * rights to use, copy, modify, merge, publish, distribute, sublicense, and/or\n * sell copies of the Software, and to permit persons to whom the Software is\n * furnished to do so, subject to the following conditions:\n *\n * The above copyright notice and this permission notice shall be included in\n * all copies or substantial portions of the Software.\n *\n * THE SOFTWARE IS PROVIDED \"AS IS\", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR\n * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,\n * FITNESS FOR A PARTICULAR PURPOSE AND NON-INFRINGEMENT. IN NO EVENT SHALL THE\n * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER\n * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING\n * FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS\n * IN THE SOFTWARE.\n */\n\nimport { JSX as JSXInternal } from \"preact\"\n\n/* ----------------------------------------------------------------------------\n * Helper types\n * ------------------------------------------------------------------------- */\n\n/**\n * HTML attributes\n */\ntype Attributes =\n & JSXInternal.HTMLAttributes\n & JSXInternal.SVGAttributes\n & Record\n\n/**\n * Child element\n */\ntype Child =\n | HTMLElement\n | Text\n | string\n | number\n\n/* ----------------------------------------------------------------------------\n * Helper functions\n * ------------------------------------------------------------------------- */\n\n/**\n * Append a child node to an element\n *\n * @param el - Element\n * @param child - Child node(s)\n */\nfunction appendChild(el: HTMLElement, child: Child | Child[]): void {\n\n /* Handle primitive types (including raw HTML) */\n if (typeof child === \"string\" || typeof child === \"number\") {\n el.innerHTML += child.toString()\n\n /* Handle nodes */\n } else if (child instanceof Node) {\n el.appendChild(child)\n\n /* Handle nested children */\n } else if (Array.isArray(child)) {\n for (const node of child)\n appendChild(el, node)\n }\n}\n\n/* ----------------------------------------------------------------------------\n * Functions\n * ------------------------------------------------------------------------- */\n\n/**\n * JSX factory\n *\n * @template T - Element type\n *\n * @param tag - HTML tag\n * @param attributes - HTML attributes\n * @param children - Child elements\n *\n * @returns Element\n */\nexport function h(\n tag: T, attributes?: Attributes | null, ...children: Child[]\n): HTMLElementTagNameMap[T]\n\nexport function h(\n tag: string, attributes?: Attributes | null, ...children: Child[]\n): T\n\nexport function h(\n tag: string, attributes?: Attributes | null, ...children: Child[]\n): T {\n const el = document.createElement(tag)\n\n /* Set attributes, if any */\n if (attributes)\n for (const attr of Object.keys(attributes)) {\n if (typeof attributes[attr] === \"undefined\")\n continue\n\n /* Set default attribute or boolean */\n if (typeof attributes[attr] !== \"boolean\")\n el.setAttribute(attr, attributes[attr])\n else\n el.setAttribute(attr, \"\")\n }\n\n /* Append child nodes */\n for (const child of children)\n appendChild(el, child)\n\n /* Return element */\n return el as T\n}\n\n/* ----------------------------------------------------------------------------\n * Namespace\n * ------------------------------------------------------------------------- */\n\nexport declare namespace h {\n namespace JSX {\n type Element = HTMLElement\n type IntrinsicElements = JSXInternal.IntrinsicElements\n }\n}\n", "/*\n * Copyright (c) 2016-2022 Martin Donath \n *\n * Permission is hereby granted, free of charge, to any person obtaining a copy\n * of this software and associated documentation files (the \"Software\"), to\n * deal in the Software without restriction, including without limitation the\n * rights to use, copy, modify, merge, publish, distribute, sublicense, and/or\n * sell copies of the Software, and to permit persons to whom the Software is\n * furnished to do so, subject to the following conditions:\n *\n * The above copyright notice and this permission notice shall be included in\n * all copies or substantial portions of the Software.\n *\n * THE SOFTWARE IS PROVIDED \"AS IS\", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR\n * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,\n * FITNESS FOR A PARTICULAR PURPOSE AND NON-INFRINGEMENT. IN NO EVENT SHALL THE\n * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER\n * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING\n * FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS\n * IN THE SOFTWARE.\n */\n\n/* ----------------------------------------------------------------------------\n * Functions\n * ------------------------------------------------------------------------- */\n\n/**\n * Truncate a string after the given number of characters\n *\n * This is not a very reasonable approach, since the summaries kind of suck.\n * It would be better to create something more intelligent, highlighting the\n * search occurrences and making a better summary out of it, but this note was\n * written three years ago, so who knows if we'll ever fix it.\n *\n * @param value - Value to be truncated\n * @param n - Number of characters\n *\n * @returns Truncated value\n */\nexport function truncate(value: string, n: number): string {\n let i = n\n if (value.length > i) {\n while (value[i] !== \" \" && --i > 0) { /* keep eating */ }\n return `${value.substring(0, i)}...`\n }\n return value\n}\n\n/**\n * Round a number for display with repository facts\n *\n * This is a reverse-engineered version of GitHub's weird rounding algorithm\n * for stars, forks and all other numbers. While all numbers below `1,000` are\n * returned as-is, bigger numbers are converted to fixed numbers:\n *\n * - `1,049` => `1k`\n * - `1,050` => `1.1k`\n * - `1,949` => `1.9k`\n * - `1,950` => `2k`\n *\n * @param value - Original value\n *\n * @returns Rounded value\n */\nexport function round(value: number): string {\n if (value > 999) {\n const digits = +((value - 950) % 1000 > 99)\n return `${((value + 0.000001) / 1000).toFixed(digits)}k`\n } else {\n return value.toString()\n }\n}\n", "/*\n * Copyright (c) 2016-2022 Martin Donath \n *\n * Permission is hereby granted, free of charge, to any person obtaining a copy\n * of this software and associated documentation files (the \"Software\"), to\n * deal in the Software without restriction, including without limitation the\n * rights to use, copy, modify, merge, publish, distribute, sublicense, and/or\n * sell copies of the Software, and to permit persons to whom the Software is\n * furnished to do so, subject to the following conditions:\n *\n * The above copyright notice and this permission notice shall be included in\n * all copies or substantial portions of the Software.\n *\n * THE SOFTWARE IS PROVIDED \"AS IS\", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR\n * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,\n * FITNESS FOR A PARTICULAR PURPOSE AND NON-INFRINGEMENT. IN NO EVENT SHALL THE\n * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER\n * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING\n * FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS\n * IN THE SOFTWARE.\n */\n\nimport {\n Observable,\n filter,\n fromEvent,\n map,\n shareReplay,\n startWith\n} from \"rxjs\"\n\nimport { getOptionalElement } from \"~/browser\"\nimport { h } from \"~/utilities\"\n\n/* ----------------------------------------------------------------------------\n * Functions\n * ------------------------------------------------------------------------- */\n\n/**\n * Retrieve location hash\n *\n * @returns Location hash\n */\nexport function getLocationHash(): string {\n return location.hash.substring(1)\n}\n\n/**\n * Set location hash\n *\n * Setting a new fragment identifier via `location.hash` will have no effect\n * if the value doesn't change. When a new fragment identifier is set, we want\n * the browser to target the respective element at all times, which is why we\n * use this dirty little trick.\n *\n * @param hash - Location hash\n */\nexport function setLocationHash(hash: string): void {\n const el = h(\"a\", { href: hash })\n el.addEventListener(\"click\", ev => ev.stopPropagation())\n el.click()\n}\n\n/* ------------------------------------------------------------------------- */\n\n/**\n * Watch location hash\n *\n * @returns Location hash observable\n */\nexport function watchLocationHash(): Observable {\n return fromEvent(window, \"hashchange\")\n .pipe(\n map(getLocationHash),\n startWith(getLocationHash()),\n filter(hash => hash.length > 0),\n shareReplay(1)\n )\n}\n\n/**\n * Watch location target\n *\n * @returns Location target observable\n */\nexport function watchLocationTarget(): Observable {\n return watchLocationHash()\n .pipe(\n map(id => getOptionalElement(`[id=\"${id}\"]`)!),\n filter(el => typeof el !== \"undefined\")\n )\n}\n", "/*\n * Copyright (c) 2016-2022 Martin Donath \n *\n * Permission is hereby granted, free of charge, to any person obtaining a copy\n * of this software and associated documentation files (the \"Software\"), to\n * deal in the Software without restriction, including without limitation the\n * rights to use, copy, modify, merge, publish, distribute, sublicense, and/or\n * sell copies of the Software, and to permit persons to whom the Software is\n * furnished to do so, subject to the following conditions:\n *\n * The above copyright notice and this permission notice shall be included in\n * all copies or substantial portions of the Software.\n *\n * THE SOFTWARE IS PROVIDED \"AS IS\", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR\n * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,\n * FITNESS FOR A PARTICULAR PURPOSE AND NON-INFRINGEMENT. IN NO EVENT SHALL THE\n * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER\n * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING\n * FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS\n * IN THE SOFTWARE.\n */\n\nimport {\n EMPTY,\n Observable,\n fromEvent,\n fromEventPattern,\n map,\n merge,\n startWith,\n switchMap\n} from \"rxjs\"\n\n/* ----------------------------------------------------------------------------\n * Functions\n * ------------------------------------------------------------------------- */\n\n/**\n * Watch media query\n *\n * Note that although `MediaQueryList.addListener` is deprecated we have to\n * use it, because it's the only way to ensure proper downward compatibility.\n *\n * @see https://bit.ly/3dUBH2m - GitHub issue\n *\n * @param query - Media query\n *\n * @returns Media observable\n */\nexport function watchMedia(query: string): Observable {\n const media = matchMedia(query)\n return fromEventPattern(next => (\n media.addListener(() => next(media.matches))\n ))\n .pipe(\n startWith(media.matches)\n )\n}\n\n/**\n * Watch print mode\n *\n * @returns Print observable\n */\nexport function watchPrint(): Observable {\n const media = matchMedia(\"print\")\n return merge(\n fromEvent(window, \"beforeprint\").pipe(map(() => true)),\n fromEvent(window, \"afterprint\").pipe(map(() => false))\n )\n .pipe(\n startWith(media.matches)\n )\n}\n\n/* ------------------------------------------------------------------------- */\n\n/**\n * Toggle an observable with a media observable\n *\n * @template T - Data type\n *\n * @param query$ - Media observable\n * @param factory - Observable factory\n *\n * @returns Toggled observable\n */\nexport function at(\n query$: Observable, factory: () => Observable\n): Observable {\n return query$\n .pipe(\n switchMap(active => active ? factory() : EMPTY)\n )\n}\n", "/*\n * Copyright (c) 2016-2022 Martin Donath \n *\n * Permission is hereby granted, free of charge, to any person obtaining a copy\n * of this software and associated documentation files (the \"Software\"), to\n * deal in the Software without restriction, including without limitation the\n * rights to use, copy, modify, merge, publish, distribute, sublicense, and/or\n * sell copies of the Software, and to permit persons to whom the Software is\n * furnished to do so, subject to the following conditions:\n *\n * The above copyright notice and this permission notice shall be included in\n * all copies or substantial portions of the Software.\n *\n * THE SOFTWARE IS PROVIDED \"AS IS\", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR\n * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,\n * FITNESS FOR A PARTICULAR PURPOSE AND NON-INFRINGEMENT. IN NO EVENT SHALL THE\n * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER\n * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING\n * FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS\n * IN THE SOFTWARE.\n */\n\nimport {\n EMPTY,\n Observable,\n catchError,\n from,\n map,\n of,\n shareReplay,\n switchMap,\n throwError\n} from \"rxjs\"\n\n/* ----------------------------------------------------------------------------\n * Functions\n * ------------------------------------------------------------------------- */\n\n/**\n * Fetch the given URL\n *\n * If the request fails (e.g. when dispatched from `file://` locations), the\n * observable will complete without emitting a value.\n *\n * @param url - Request URL\n * @param options - Options\n *\n * @returns Response observable\n */\nexport function request(\n url: URL | string, options: RequestInit = { credentials: \"same-origin\" }\n): Observable {\n return from(fetch(`${url}`, options))\n .pipe(\n catchError(() => EMPTY),\n switchMap(res => res.status !== 200\n ? throwError(() => new Error(res.statusText))\n : of(res)\n )\n )\n}\n\n/**\n * Fetch JSON from the given URL\n *\n * @template T - Data type\n *\n * @param url - Request URL\n * @param options - Options\n *\n * @returns Data observable\n */\nexport function requestJSON(\n url: URL | string, options?: RequestInit\n): Observable {\n return request(url, options)\n .pipe(\n switchMap(res => res.json()),\n shareReplay(1)\n )\n}\n\n/**\n * Fetch XML from the given URL\n *\n * @param url - Request URL\n * @param options - Options\n *\n * @returns Data observable\n */\nexport function requestXML(\n url: URL | string, options?: RequestInit\n): Observable {\n const dom = new DOMParser()\n return request(url, options)\n .pipe(\n switchMap(res => res.text()),\n map(res => dom.parseFromString(res, \"text/xml\")),\n shareReplay(1)\n )\n}\n", "/*\n * Copyright (c) 2016-2022 Martin Donath \n *\n * Permission is hereby granted, free of charge, to any person obtaining a copy\n * of this software and associated documentation files (the \"Software\"), to\n * deal in the Software without restriction, including without limitation the\n * rights to use, copy, modify, merge, publish, distribute, sublicense, and/or\n * sell copies of the Software, and to permit persons to whom the Software is\n * furnished to do so, subject to the following conditions:\n *\n * The above copyright notice and this permission notice shall be included in\n * all copies or substantial portions of the Software.\n *\n * THE SOFTWARE IS PROVIDED \"AS IS\", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR\n * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,\n * FITNESS FOR A PARTICULAR PURPOSE AND NON-INFRINGEMENT. IN NO EVENT SHALL THE\n * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER\n * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING\n * FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS\n * IN THE SOFTWARE.\n */\n\nimport {\n Observable,\n defer,\n finalize,\n fromEvent,\n map,\n merge,\n switchMap,\n take,\n throwError\n} from \"rxjs\"\n\nimport { h } from \"~/utilities\"\n\n/* ----------------------------------------------------------------------------\n * Functions\n * ------------------------------------------------------------------------- */\n\n/**\n * Create and load a `script` element\n *\n * This function returns an observable that will emit when the script was\n * successfully loaded, or throw an error if it didn't.\n *\n * @param src - Script URL\n *\n * @returns Script observable\n */\nexport function watchScript(src: string): Observable {\n const script = h(\"script\", { src })\n return defer(() => {\n document.head.appendChild(script)\n return merge(\n fromEvent(script, \"load\"),\n fromEvent(script, \"error\")\n .pipe(\n switchMap(() => (\n throwError(() => new ReferenceError(`Invalid script: ${src}`))\n ))\n )\n )\n .pipe(\n map(() => undefined),\n finalize(() => document.head.removeChild(script)),\n take(1)\n )\n })\n}\n", "/*\n * Copyright (c) 2016-2022 Martin Donath \n *\n * Permission is hereby granted, free of charge, to any person obtaining a copy\n * of this software and associated documentation files (the \"Software\"), to\n * deal in the Software without restriction, including without limitation the\n * rights to use, copy, modify, merge, publish, distribute, sublicense, and/or\n * sell copies of the Software, and to permit persons to whom the Software is\n * furnished to do so, subject to the following conditions:\n *\n * The above copyright notice and this permission notice shall be included in\n * all copies or substantial portions of the Software.\n *\n * THE SOFTWARE IS PROVIDED \"AS IS\", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR\n * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,\n * FITNESS FOR A PARTICULAR PURPOSE AND NON-INFRINGEMENT. IN NO EVENT SHALL THE\n * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER\n * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING\n * FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS\n * IN THE SOFTWARE.\n */\n\nimport {\n Observable,\n fromEvent,\n map,\n merge,\n startWith\n} from \"rxjs\"\n\n/* ----------------------------------------------------------------------------\n * Types\n * ------------------------------------------------------------------------- */\n\n/**\n * Viewport offset\n */\nexport interface ViewportOffset {\n x: number /* Horizontal offset */\n y: number /* Vertical offset */\n}\n\n/* ----------------------------------------------------------------------------\n * Functions\n * ------------------------------------------------------------------------- */\n\n/**\n * Retrieve viewport offset\n *\n * On iOS Safari, viewport offset can be negative due to overflow scrolling.\n * As this may induce strange behaviors downstream, we'll just limit it to 0.\n *\n * @returns Viewport offset\n */\nexport function getViewportOffset(): ViewportOffset {\n return {\n x: Math.max(0, scrollX),\n y: Math.max(0, scrollY)\n }\n}\n\n/* ------------------------------------------------------------------------- */\n\n/**\n * Watch viewport offset\n *\n * @returns Viewport offset observable\n */\nexport function watchViewportOffset(): Observable {\n return merge(\n fromEvent(window, \"scroll\", { passive: true }),\n fromEvent(window, \"resize\", { passive: true })\n )\n .pipe(\n map(getViewportOffset),\n startWith(getViewportOffset())\n )\n}\n", "/*\n * Copyright (c) 2016-2022 Martin Donath \n *\n * Permission is hereby granted, free of charge, to any person obtaining a copy\n * of this software and associated documentation files (the \"Software\"), to\n * deal in the Software without restriction, including without limitation the\n * rights to use, copy, modify, merge, publish, distribute, sublicense, and/or\n * sell copies of the Software, and to permit persons to whom the Software is\n * furnished to do so, subject to the following conditions:\n *\n * The above copyright notice and this permission notice shall be included in\n * all copies or substantial portions of the Software.\n *\n * THE SOFTWARE IS PROVIDED \"AS IS\", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR\n * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,\n * FITNESS FOR A PARTICULAR PURPOSE AND NON-INFRINGEMENT. IN NO EVENT SHALL THE\n * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER\n * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING\n * FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS\n * IN THE SOFTWARE.\n */\n\nimport {\n Observable,\n fromEvent,\n map,\n startWith\n} from \"rxjs\"\n\n/* ----------------------------------------------------------------------------\n * Types\n * ------------------------------------------------------------------------- */\n\n/**\n * Viewport size\n */\nexport interface ViewportSize {\n width: number /* Viewport width */\n height: number /* Viewport height */\n}\n\n/* ----------------------------------------------------------------------------\n * Functions\n * ------------------------------------------------------------------------- */\n\n/**\n * Retrieve viewport size\n *\n * @returns Viewport size\n */\nexport function getViewportSize(): ViewportSize {\n return {\n width: innerWidth,\n height: innerHeight\n }\n}\n\n/* ------------------------------------------------------------------------- */\n\n/**\n * Watch viewport size\n *\n * @returns Viewport size observable\n */\nexport function watchViewportSize(): Observable {\n return fromEvent(window, \"resize\", { passive: true })\n .pipe(\n map(getViewportSize),\n startWith(getViewportSize())\n )\n}\n", "/*\n * Copyright (c) 2016-2022 Martin Donath \n *\n * Permission is hereby granted, free of charge, to any person obtaining a copy\n * of this software and associated documentation files (the \"Software\"), to\n * deal in the Software without restriction, including without limitation the\n * rights to use, copy, modify, merge, publish, distribute, sublicense, and/or\n * sell copies of the Software, and to permit persons to whom the Software is\n * furnished to do so, subject to the following conditions:\n *\n * The above copyright notice and this permission notice shall be included in\n * all copies or substantial portions of the Software.\n *\n * THE SOFTWARE IS PROVIDED \"AS IS\", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR\n * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,\n * FITNESS FOR A PARTICULAR PURPOSE AND NON-INFRINGEMENT. IN NO EVENT SHALL THE\n * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER\n * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING\n * FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS\n * IN THE SOFTWARE.\n */\n\nimport {\n Observable,\n combineLatest,\n map,\n shareReplay\n} from \"rxjs\"\n\nimport {\n ViewportOffset,\n watchViewportOffset\n} from \"../offset\"\nimport {\n ViewportSize,\n watchViewportSize\n} from \"../size\"\n\n/* ----------------------------------------------------------------------------\n * Types\n * ------------------------------------------------------------------------- */\n\n/**\n * Viewport\n */\nexport interface Viewport {\n offset: ViewportOffset /* Viewport offset */\n size: ViewportSize /* Viewport size */\n}\n\n/* ----------------------------------------------------------------------------\n * Functions\n * ------------------------------------------------------------------------- */\n\n/**\n * Watch viewport\n *\n * @returns Viewport observable\n */\nexport function watchViewport(): Observable {\n return combineLatest([\n watchViewportOffset(),\n watchViewportSize()\n ])\n .pipe(\n map(([offset, size]) => ({ offset, size })),\n shareReplay(1)\n )\n}\n", "/*\n * Copyright (c) 2016-2022 Martin Donath \n *\n * Permission is hereby granted, free of charge, to any person obtaining a copy\n * of this software and associated documentation files (the \"Software\"), to\n * deal in the Software without restriction, including without limitation the\n * rights to use, copy, modify, merge, publish, distribute, sublicense, and/or\n * sell copies of the Software, and to permit persons to whom the Software is\n * furnished to do so, subject to the following conditions:\n *\n * The above copyright notice and this permission notice shall be included in\n * all copies or substantial portions of the Software.\n *\n * THE SOFTWARE IS PROVIDED \"AS IS\", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR\n * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,\n * FITNESS FOR A PARTICULAR PURPOSE AND NON-INFRINGEMENT. IN NO EVENT SHALL THE\n * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER\n * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING\n * FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS\n * IN THE SOFTWARE.\n */\n\nimport {\n Observable,\n combineLatest,\n distinctUntilKeyChanged,\n map\n} from \"rxjs\"\n\nimport { Header } from \"~/components\"\n\nimport { getElementOffset } from \"../../element\"\nimport { Viewport } from \"../_\"\n\n/* ----------------------------------------------------------------------------\n * Helper types\n * ------------------------------------------------------------------------- */\n\n/**\n * Watch options\n */\ninterface WatchOptions {\n viewport$: Observable /* Viewport observable */\n header$: Observable
/* Header observable */\n}\n\n/* ----------------------------------------------------------------------------\n * Functions\n * ------------------------------------------------------------------------- */\n\n/**\n * Watch viewport relative to element\n *\n * @param el - Element\n * @param options - Options\n *\n * @returns Viewport observable\n */\nexport function watchViewportAt(\n el: HTMLElement, { viewport$, header$ }: WatchOptions\n): Observable {\n const size$ = viewport$\n .pipe(\n distinctUntilKeyChanged(\"size\")\n )\n\n /* Compute element offset */\n const offset$ = combineLatest([size$, header$])\n .pipe(\n map(() => getElementOffset(el))\n )\n\n /* Compute relative viewport, return hot observable */\n return combineLatest([header$, viewport$, offset$])\n .pipe(\n map(([{ height }, { offset, size }, { x, y }]) => ({\n offset: {\n x: offset.x - x,\n y: offset.y - y + height\n },\n size\n }))\n )\n}\n", "/*\n * Copyright (c) 2016-2022 Martin Donath \n *\n * Permission is hereby granted, free of charge, to any person obtaining a copy\n * of this software and associated documentation files (the \"Software\"), to\n * deal in the Software without restriction, including without limitation the\n * rights to use, copy, modify, merge, publish, distribute, sublicense, and/or\n * sell copies of the Software, and to permit persons to whom the Software is\n * furnished to do so, subject to the following conditions:\n *\n * The above copyright notice and this permission notice shall be included in\n * all copies or substantial portions of the Software.\n *\n * THE SOFTWARE IS PROVIDED \"AS IS\", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR\n * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,\n * FITNESS FOR A PARTICULAR PURPOSE AND NON-INFRINGEMENT. IN NO EVENT SHALL THE\n * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER\n * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING\n * FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS\n * IN THE SOFTWARE.\n */\n\nimport {\n Observable,\n Subject,\n fromEvent,\n map,\n share,\n switchMap,\n tap,\n throttle\n} from \"rxjs\"\n\n/* ----------------------------------------------------------------------------\n * Types\n * ------------------------------------------------------------------------- */\n\n/**\n * Worker message\n */\nexport interface WorkerMessage {\n type: unknown /* Message type */\n data?: unknown /* Message data */\n}\n\n/**\n * Worker handler\n *\n * @template T - Message type\n */\nexport interface WorkerHandler<\n T extends WorkerMessage\n> {\n tx$: Subject /* Message transmission subject */\n rx$: Observable /* Message receive observable */\n}\n\n/* ----------------------------------------------------------------------------\n * Helper types\n * ------------------------------------------------------------------------- */\n\n/**\n * Watch options\n *\n * @template T - Worker message type\n */\ninterface WatchOptions {\n tx$: Observable /* Message transmission observable */\n}\n\n/* ----------------------------------------------------------------------------\n * Functions\n * ------------------------------------------------------------------------- */\n\n/**\n * Watch a web worker\n *\n * This function returns an observable that sends all values emitted by the\n * message observable to the web worker. Web worker communication is expected\n * to be bidirectional (request-response) and synchronous. Messages that are\n * emitted during a pending request are throttled, the last one is emitted.\n *\n * @param worker - Web worker\n * @param options - Options\n *\n * @returns Worker message observable\n */\nexport function watchWorker(\n worker: Worker, { tx$ }: WatchOptions\n): Observable {\n\n /* Intercept messages from worker-like objects */\n const rx$ = fromEvent(worker, \"message\")\n .pipe(\n map(({ data }) => data as T)\n )\n\n /* Send and receive messages, return hot observable */\n return tx$\n .pipe(\n throttle(() => rx$, { leading: true, trailing: true }),\n tap(message => worker.postMessage(message)),\n switchMap(() => rx$),\n share()\n )\n}\n", "/*\n * Copyright (c) 2016-2022 Martin Donath \n *\n * Permission is hereby granted, free of charge, to any person obtaining a copy\n * of this software and associated documentation files (the \"Software\"), to\n * deal in the Software without restriction, including without limitation the\n * rights to use, copy, modify, merge, publish, distribute, sublicense, and/or\n * sell copies of the Software, and to permit persons to whom the Software is\n * furnished to do so, subject to the following conditions:\n *\n * The above copyright notice and this permission notice shall be included in\n * all copies or substantial portions of the Software.\n *\n * THE SOFTWARE IS PROVIDED \"AS IS\", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR\n * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,\n * FITNESS FOR A PARTICULAR PURPOSE AND NON-INFRINGEMENT. IN NO EVENT SHALL THE\n * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER\n * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING\n * FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS\n * IN THE SOFTWARE.\n */\n\nimport { getElement, getLocation } from \"~/browser\"\n\n/* ----------------------------------------------------------------------------\n * Types\n * ------------------------------------------------------------------------- */\n\n/**\n * Feature flag\n */\nexport type Flag =\n | \"announce.dismiss\" /* Dismissable announcement bar */\n | \"content.code.annotate\" /* Code annotations */\n | \"content.lazy\" /* Lazy content elements */\n | \"content.tabs.link\" /* Link content tabs */\n | \"header.autohide\" /* Hide header */\n | \"navigation.expand\" /* Automatic expansion */\n | \"navigation.indexes\" /* Section pages */\n | \"navigation.instant\" /* Instant loading */\n | \"navigation.sections\" /* Section navigation */\n | \"navigation.tabs\" /* Tabs navigation */\n | \"navigation.tabs.sticky\" /* Tabs navigation (sticky) */\n | \"navigation.top\" /* Back-to-top button */\n | \"navigation.tracking\" /* Anchor tracking */\n | \"search.highlight\" /* Search highlighting */\n | \"search.share\" /* Search sharing */\n | \"search.suggest\" /* Search suggestions */\n | \"toc.follow\" /* Following table of contents */\n | \"toc.integrate\" /* Integrated table of contents */\n\n/* ------------------------------------------------------------------------- */\n\n/**\n * Translation\n */\nexport type Translation =\n | \"clipboard.copy\" /* Copy to clipboard */\n | \"clipboard.copied\" /* Copied to clipboard */\n | \"search.config.lang\" /* Search language */\n | \"search.config.pipeline\" /* Search pipeline */\n | \"search.config.separator\" /* Search separator */\n | \"search.placeholder\" /* Search */\n | \"search.result.placeholder\" /* Type to start searching */\n | \"search.result.none\" /* No matching documents */\n | \"search.result.one\" /* 1 matching document */\n | \"search.result.other\" /* # matching documents */\n | \"search.result.more.one\" /* 1 more on this page */\n | \"search.result.more.other\" /* # more on this page */\n | \"search.result.term.missing\" /* Missing */\n | \"select.version.title\" /* Version selector */\n\n/**\n * Translations\n */\nexport type Translations = Record\n\n/* ------------------------------------------------------------------------- */\n\n/**\n * Versioning\n */\nexport interface Versioning {\n provider: \"mike\" /* Version provider */\n default?: string /* Default version */\n}\n\n/**\n * Configuration\n */\nexport interface Config {\n base: string /* Base URL */\n features: Flag[] /* Feature flags */\n translations: Translations /* Translations */\n search: string /* Search worker URL */\n tags?: Record /* Tags mapping */\n version?: Versioning /* Versioning */\n}\n\n/* ----------------------------------------------------------------------------\n * Data\n * ------------------------------------------------------------------------- */\n\n/**\n * Retrieve global configuration and make base URL absolute\n */\nconst script = getElement(\"#__config\")\nconst config: Config = JSON.parse(script.textContent!)\nconfig.base = `${new URL(config.base, getLocation())}`\n\n/* ----------------------------------------------------------------------------\n * Functions\n * ------------------------------------------------------------------------- */\n\n/**\n * Retrieve global configuration\n *\n * @returns Global configuration\n */\nexport function configuration(): Config {\n return config\n}\n\n/**\n * Check whether a feature flag is enabled\n *\n * @param flag - Feature flag\n *\n * @returns Test result\n */\nexport function feature(flag: Flag): boolean {\n return config.features.includes(flag)\n}\n\n/**\n * Retrieve the translation for the given key\n *\n * @param key - Key to be translated\n * @param value - Positional value, if any\n *\n * @returns Translation\n */\nexport function translation(\n key: Translation, value?: string | number\n): string {\n return typeof value !== \"undefined\"\n ? config.translations[key].replace(\"#\", value.toString())\n : config.translations[key]\n}\n", "/*\n * Copyright (c) 2016-2022 Martin Donath \n *\n * Permission is hereby granted, free of charge, to any person obtaining a copy\n * of this software and associated documentation files (the \"Software\"), to\n * deal in the Software without restriction, including without limitation the\n * rights to use, copy, modify, merge, publish, distribute, sublicense, and/or\n * sell copies of the Software, and to permit persons to whom the Software is\n * furnished to do so, subject to the following conditions:\n *\n * The above copyright notice and this permission notice shall be included in\n * all copies or substantial portions of the Software.\n *\n * THE SOFTWARE IS PROVIDED \"AS IS\", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR\n * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,\n * FITNESS FOR A PARTICULAR PURPOSE AND NON-INFRINGEMENT. IN NO EVENT SHALL THE\n * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER\n * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING\n * FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS\n * IN THE SOFTWARE.\n */\n\nimport { getElement, getElements } from \"~/browser\"\n\n/* ----------------------------------------------------------------------------\n * Types\n * ------------------------------------------------------------------------- */\n\n/**\n * Component type\n */\nexport type ComponentType =\n | \"announce\" /* Announcement bar */\n | \"container\" /* Container */\n | \"consent\" /* Consent */\n | \"content\" /* Content */\n | \"dialog\" /* Dialog */\n | \"header\" /* Header */\n | \"header-title\" /* Header title */\n | \"header-topic\" /* Header topic */\n | \"main\" /* Main area */\n | \"outdated\" /* Version warning */\n | \"palette\" /* Color palette */\n | \"search\" /* Search */\n | \"search-query\" /* Search input */\n | \"search-result\" /* Search results */\n | \"search-share\" /* Search sharing */\n | \"search-suggest\" /* Search suggestions */\n | \"sidebar\" /* Sidebar */\n | \"skip\" /* Skip link */\n | \"source\" /* Repository information */\n | \"tabs\" /* Navigation tabs */\n | \"toc\" /* Table of contents */\n | \"top\" /* Back-to-top button */\n\n/**\n * Component\n *\n * @template T - Component type\n * @template U - Reference type\n */\nexport type Component<\n T extends {} = {},\n U extends HTMLElement = HTMLElement\n> =\n T & {\n ref: U /* Component reference */\n }\n\n/* ----------------------------------------------------------------------------\n * Helper types\n * ------------------------------------------------------------------------- */\n\n/**\n * Component type map\n */\ninterface ComponentTypeMap {\n \"announce\": HTMLElement /* Announcement bar */\n \"container\": HTMLElement /* Container */\n \"consent\": HTMLElement /* Consent */\n \"content\": HTMLElement /* Content */\n \"dialog\": HTMLElement /* Dialog */\n \"header\": HTMLElement /* Header */\n \"header-title\": HTMLElement /* Header title */\n \"header-topic\": HTMLElement /* Header topic */\n \"main\": HTMLElement /* Main area */\n \"outdated\": HTMLElement /* Version warning */\n \"palette\": HTMLElement /* Color palette */\n \"search\": HTMLElement /* Search */\n \"search-query\": HTMLInputElement /* Search input */\n \"search-result\": HTMLElement /* Search results */\n \"search-share\": HTMLAnchorElement /* Search sharing */\n \"search-suggest\": HTMLElement /* Search suggestions */\n \"sidebar\": HTMLElement /* Sidebar */\n \"skip\": HTMLAnchorElement /* Skip link */\n \"source\": HTMLAnchorElement /* Repository information */\n \"tabs\": HTMLElement /* Navigation tabs */\n \"toc\": HTMLElement /* Table of contents */\n \"top\": HTMLAnchorElement /* Back-to-top button */\n}\n\n/* ----------------------------------------------------------------------------\n * Functions\n * ------------------------------------------------------------------------- */\n\n/**\n * Retrieve the element for a given component or throw a reference error\n *\n * @template T - Component type\n *\n * @param type - Component type\n * @param node - Node of reference\n *\n * @returns Element\n */\nexport function getComponentElement(\n type: T, node: ParentNode = document\n): ComponentTypeMap[T] {\n return getElement(`[data-md-component=${type}]`, node)\n}\n\n/**\n * Retrieve all elements for a given component\n *\n * @template T - Component type\n *\n * @param type - Component type\n * @param node - Node of reference\n *\n * @returns Elements\n */\nexport function getComponentElements(\n type: T, node: ParentNode = document\n): ComponentTypeMap[T][] {\n return getElements(`[data-md-component=${type}]`, node)\n}\n", "/*\n * Copyright (c) 2016-2022 Martin Donath \n *\n * Permission is hereby granted, free of charge, to any person obtaining a copy\n * of this software and associated documentation files (the \"Software\"), to\n * deal in the Software without restriction, including without limitation the\n * rights to use, copy, modify, merge, publish, distribute, sublicense, and/or\n * sell copies of the Software, and to permit persons to whom the Software is\n * furnished to do so, subject to the following conditions:\n *\n * The above copyright notice and this permission notice shall be included in\n * all copies or substantial portions of the Software.\n *\n * THE SOFTWARE IS PROVIDED \"AS IS\", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR\n * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,\n * FITNESS FOR A PARTICULAR PURPOSE AND NON-INFRINGEMENT. IN NO EVENT SHALL THE\n * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER\n * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING\n * FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS\n * IN THE SOFTWARE.\n */\n\nimport {\n EMPTY,\n Observable,\n Subject,\n defer,\n finalize,\n fromEvent,\n map,\n startWith,\n tap\n} from \"rxjs\"\n\nimport { feature } from \"~/_\"\nimport { getElement } from \"~/browser\"\n\nimport { Component } from \"../_\"\n\n/* ----------------------------------------------------------------------------\n * Types\n * ------------------------------------------------------------------------- */\n\n/**\n * Announcement bar\n */\nexport interface Announce {\n hash: number /* Content hash */\n}\n\n/* ----------------------------------------------------------------------------\n * Functions\n * ------------------------------------------------------------------------- */\n\n/**\n * Watch announcement bar\n *\n * @param el - Announcement bar element\n *\n * @returns Announcement bar observable\n */\nexport function watchAnnounce(\n el: HTMLElement\n): Observable {\n const button = getElement(\".md-typeset > :first-child\", el)\n return fromEvent(button, \"click\", { once: true })\n .pipe(\n map(() => getElement(\".md-typeset\", el)),\n map(content => ({ hash: __md_hash(content.innerHTML) }))\n )\n}\n\n/**\n * Mount announcement bar\n *\n * @param el - Announcement bar element\n *\n * @returns Announcement bar component observable\n */\nexport function mountAnnounce(\n el: HTMLElement\n): Observable> {\n if (!feature(\"announce.dismiss\") || !el.childElementCount)\n return EMPTY\n\n /* Mount component on subscription */\n return defer(() => {\n const push$ = new Subject()\n push$\n .pipe(\n startWith({ hash: __md_get(\"__announce\") })\n )\n .subscribe(({ hash }) => {\n if (hash && hash === (__md_get(\"__announce\") ?? hash)) {\n el.hidden = true\n\n /* Persist preference in local storage */\n __md_set(\"__announce\", hash)\n }\n })\n\n /* Create and return component */\n return watchAnnounce(el)\n .pipe(\n tap(state => push$.next(state)),\n finalize(() => push$.complete()),\n map(state => ({ ref: el, ...state }))\n )\n })\n}\n", "/*\n * Copyright (c) 2016-2022 Martin Donath \n *\n * Permission is hereby granted, free of charge, to any person obtaining a copy\n * of this software and associated documentation files (the \"Software\"), to\n * deal in the Software without restriction, including without limitation the\n * rights to use, copy, modify, merge, publish, distribute, sublicense, and/or\n * sell copies of the Software, and to permit persons to whom the Software is\n * furnished to do so, subject to the following conditions:\n *\n * The above copyright notice and this permission notice shall be included in\n * all copies or substantial portions of the Software.\n *\n * THE SOFTWARE IS PROVIDED \"AS IS\", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR\n * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,\n * FITNESS FOR A PARTICULAR PURPOSE AND NON-INFRINGEMENT. IN NO EVENT SHALL THE\n * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER\n * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING\n * FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS\n * IN THE SOFTWARE.\n */\n\nimport {\n Observable,\n Subject,\n finalize,\n map,\n tap\n} from \"rxjs\"\n\nimport { Component } from \"../_\"\n\n/* ----------------------------------------------------------------------------\n * Types\n * ------------------------------------------------------------------------- */\n\n/**\n * Consent\n */\nexport interface Consent {\n hidden: boolean /* Consent is hidden */\n}\n\n/**\n * Consent defaults\n */\nexport interface ConsentDefaults {\n analytics?: boolean /* Consent for Analytics */\n github?: boolean /* Consent for GitHub */\n}\n\n/* ----------------------------------------------------------------------------\n * Helper types\n * ------------------------------------------------------------------------- */\n\n/**\n * Watch options\n */\ninterface WatchOptions {\n target$: Observable /* Target observable */\n}\n\n/**\n * Mount options\n */\ninterface MountOptions {\n target$: Observable /* Target observable */\n}\n\n/* ----------------------------------------------------------------------------\n * Functions\n * ------------------------------------------------------------------------- */\n\n/**\n * Watch consent\n *\n * @param el - Consent element\n * @param options - Options\n *\n * @returns Consent observable\n */\nexport function watchConsent(\n el: HTMLElement, { target$ }: WatchOptions\n): Observable {\n return target$\n .pipe(\n map(target => ({ hidden: target !== el }))\n )\n}\n\n/* ------------------------------------------------------------------------- */\n\n/**\n * Mount consent\n *\n * @param el - Consent element\n * @param options - Options\n *\n * @returns Consent component observable\n */\nexport function mountConsent(\n el: HTMLElement, options: MountOptions\n): Observable> {\n const internal$ = new Subject()\n internal$.subscribe(({ hidden }) => {\n el.hidden = hidden\n })\n\n /* Create and return component */\n return watchConsent(el, options)\n .pipe(\n tap(state => internal$.next(state)),\n finalize(() => internal$.complete()),\n map(state => ({ ref: el, ...state }))\n )\n}\n", "/*\n * Copyright (c) 2016-2022 Martin Donath \n *\n * Permission is hereby granted, free of charge, to any person obtaining a copy\n * of this software and associated documentation files (the \"Software\"), to\n * deal in the Software without restriction, including without limitation the\n * rights to use, copy, modify, merge, publish, distribute, sublicense, and/or\n * sell copies of the Software, and to permit persons to whom the Software is\n * furnished to do so, subject to the following conditions:\n *\n * The above copyright notice and this permission notice shall be included in\n * all copies or substantial portions of the Software.\n *\n * THE SOFTWARE IS PROVIDED \"AS IS\", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR\n * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,\n * FITNESS FOR A PARTICULAR PURPOSE AND NON-INFRINGEMENT. IN NO EVENT SHALL THE\n * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER\n * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING\n * FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS\n * IN THE SOFTWARE.\n */\n\nimport ClipboardJS from \"clipboard\"\nimport {\n EMPTY,\n Observable,\n Subject,\n defer,\n distinctUntilChanged,\n distinctUntilKeyChanged,\n filter,\n finalize,\n map,\n mergeWith,\n switchMap,\n take,\n tap\n} from \"rxjs\"\n\nimport { feature } from \"~/_\"\nimport {\n getElementContentSize,\n watchElementSize,\n watchElementVisibility\n} from \"~/browser\"\nimport { renderClipboardButton } from \"~/templates\"\n\nimport { Component } from \"../../../_\"\nimport {\n Annotation,\n mountAnnotationList\n} from \"../../annotation\"\n\n/* ----------------------------------------------------------------------------\n * Types\n * ------------------------------------------------------------------------- */\n\n/**\n * Code block\n */\nexport interface CodeBlock {\n scrollable: boolean /* Code block overflows */\n}\n\n/* ----------------------------------------------------------------------------\n * Helper types\n * ------------------------------------------------------------------------- */\n\n/**\n * Mount options\n */\ninterface MountOptions {\n target$: Observable /* Location target observable */\n print$: Observable /* Media print observable */\n}\n\n/* ----------------------------------------------------------------------------\n * Data\n * ------------------------------------------------------------------------- */\n\n/**\n * Global sequence number for code blocks\n */\nlet sequence = 0\n\n/* ----------------------------------------------------------------------------\n * Helper functions\n * ------------------------------------------------------------------------- */\n\n/**\n * Find candidate list element directly following a code block\n *\n * @param el - Code block element\n *\n * @returns List element or nothing\n */\nfunction findCandidateList(el: HTMLElement): HTMLElement | undefined {\n if (el.nextElementSibling) {\n const sibling = el.nextElementSibling as HTMLElement\n if (sibling.tagName === \"OL\")\n return sibling\n\n /* Skip empty paragraphs - see https://bit.ly/3r4ZJ2O */\n else if (sibling.tagName === \"P\" && !sibling.children.length)\n return findCandidateList(sibling)\n }\n\n /* Everything else */\n return undefined\n}\n\n/* ----------------------------------------------------------------------------\n * Functions\n * ------------------------------------------------------------------------- */\n\n/**\n * Watch code block\n *\n * This function monitors size changes of the viewport, as well as switches of\n * content tabs with embedded code blocks, as both may trigger overflow.\n *\n * @param el - Code block element\n *\n * @returns Code block observable\n */\nexport function watchCodeBlock(\n el: HTMLElement\n): Observable {\n return watchElementSize(el)\n .pipe(\n map(({ width }) => {\n const content = getElementContentSize(el)\n return {\n scrollable: content.width > width\n }\n }),\n distinctUntilKeyChanged(\"scrollable\")\n )\n}\n\n/**\n * Mount code block\n *\n * This function ensures that an overflowing code block is focusable through\n * keyboard, so it can be scrolled without a mouse to improve on accessibility.\n * Furthermore, if code annotations are enabled, they are mounted if and only\n * if the code block is currently visible, e.g., not in a hidden content tab.\n *\n * Note that code blocks may be mounted eagerly or lazily. If they're mounted\n * lazily (on first visibility), code annotation anchor links will not work,\n * as they are evaluated on initial page load, and code annotations in general\n * might feel a little bumpier.\n *\n * @param el - Code block element\n * @param options - Options\n *\n * @returns Code block and annotation component observable\n */\nexport function mountCodeBlock(\n el: HTMLElement, options: MountOptions\n): Observable> {\n const { matches: hover } = matchMedia(\"(hover)\")\n\n /* Defer mounting of code block - see https://bit.ly/3vHVoVD */\n const factory$ = defer(() => {\n const push$ = new Subject()\n push$.subscribe(({ scrollable }) => {\n if (scrollable && hover)\n el.setAttribute(\"tabindex\", \"0\")\n else\n el.removeAttribute(\"tabindex\")\n })\n\n /* Render button for Clipboard.js integration */\n if (ClipboardJS.isSupported()) {\n const parent = el.closest(\"pre\")!\n parent.id = `__code_${++sequence}`\n parent.insertBefore(\n renderClipboardButton(parent.id),\n el\n )\n }\n\n /* Handle code annotations */\n const container = el.closest(\".highlight\")\n if (container instanceof HTMLElement) {\n const list = findCandidateList(container)\n\n /* Mount code annotations, if enabled */\n if (typeof list !== \"undefined\" && (\n container.classList.contains(\"annotate\") ||\n feature(\"content.code.annotate\")\n )) {\n const annotations$ = mountAnnotationList(list, el, options)\n\n /* Create and return component */\n return watchCodeBlock(el)\n .pipe(\n tap(state => push$.next(state)),\n finalize(() => push$.complete()),\n map(state => ({ ref: el, ...state })),\n mergeWith(\n watchElementSize(container)\n .pipe(\n map(({ width, height }) => width && height),\n distinctUntilChanged(),\n switchMap(active => active ? annotations$ : EMPTY)\n )\n )\n )\n }\n }\n\n /* Create and return component */\n return watchCodeBlock(el)\n .pipe(\n tap(state => push$.next(state)),\n finalize(() => push$.complete()),\n map(state => ({ ref: el, ...state }))\n )\n })\n\n /* Mount code block lazily */\n if (feature(\"content.lazy\"))\n return watchElementVisibility(el)\n .pipe(\n filter(visible => visible),\n take(1),\n switchMap(() => factory$)\n )\n\n /* Mount code block */\n return factory$\n}\n", "/*\n * Copyright (c) 2016-2021 Martin Donath \n *\n * Permission is hereby granted, free of charge, to any person obtaining a copy\n * of this software and associated documentation files (the \"Software\"), to\n * deal in the Software without restriction, including without limitation the\n * rights to use, copy, modify, merge, publish, distribute, sublicense, and/or\n * sell copies of the Software, and to permit persons to whom the Software is\n * furnished to do so, subject to the following conditions:\n *\n * The above copyright notice and this permission notice shall be included in\n * all copies or substantial portions of the Software.\n *\n * THE SOFTWARE IS PROVIDED \"AS IS\", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR\n * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,\n * FITNESS FOR A PARTICULAR PURPOSE AND NON-INFRINGEMENT. IN NO EVENT SHALL THE\n * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER\n * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING\n * FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS\n * IN THE SOFTWARE.\n */\n\nimport { h } from \"~/utilities\"\n\n/* ----------------------------------------------------------------------------\n * Functions\n * ------------------------------------------------------------------------- */\n\n/**\n * Render a tooltip\n *\n * @param id - Tooltip identifier\n *\n * @returns Element\n */\nexport function renderTooltip(id?: string): HTMLElement {\n return (\n
\n
\n
\n )\n}\n", "/*\n * Copyright (c) 2016-2022 Martin Donath \n *\n * Permission is hereby granted, free of charge, to any person obtaining a copy\n * of this software and associated documentation files (the \"Software\"), to\n * deal in the Software without restriction, including without limitation the\n * rights to use, copy, modify, merge, publish, distribute, sublicense, and/or\n * sell copies of the Software, and to permit persons to whom the Software is\n * furnished to do so, subject to the following conditions:\n *\n * The above copyright notice and this permission notice shall be included in\n * all copies or substantial portions of the Software.\n *\n * THE SOFTWARE IS PROVIDED \"AS IS\", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR\n * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,\n * FITNESS FOR A PARTICULAR PURPOSE AND NON-INFRINGEMENT. IN NO EVENT SHALL THE\n * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER\n * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING\n * FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS\n * IN THE SOFTWARE.\n */\n\nimport { h } from \"~/utilities\"\n\nimport { renderTooltip } from \"../tooltip\"\n\n/* ----------------------------------------------------------------------------\n * Functions\n * ------------------------------------------------------------------------- */\n\n/**\n * Render an annotation\n *\n * @param id - Annotation identifier\n * @param prefix - Tooltip identifier prefix\n *\n * @returns Element\n */\nexport function renderAnnotation(\n id: string | number, prefix?: string\n): HTMLElement {\n prefix = prefix ? `${prefix}_annotation_${id}` : undefined\n\n /* Render tooltip with anchor, if given */\n if (prefix) {\n const anchor = prefix ? `#${prefix}` : undefined\n return (\n \n )\n } else {\n return (\n \n )\n }\n}\n", "/*\n * Copyright (c) 2016-2022 Martin Donath \n *\n * Permission is hereby granted, free of charge, to any person obtaining a copy\n * of this software and associated documentation files (the \"Software\"), to\n * deal in the Software without restriction, including without limitation the\n * rights to use, copy, modify, merge, publish, distribute, sublicense, and/or\n * sell copies of the Software, and to permit persons to whom the Software is\n * furnished to do so, subject to the following conditions:\n *\n * The above copyright notice and this permission notice shall be included in\n * all copies or substantial portions of the Software.\n *\n * THE SOFTWARE IS PROVIDED \"AS IS\", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR\n * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,\n * FITNESS FOR A PARTICULAR PURPOSE AND NON-INFRINGEMENT. IN NO EVENT SHALL THE\n * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER\n * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING\n * FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS\n * IN THE SOFTWARE.\n */\n\nimport { translation } from \"~/_\"\nimport { h } from \"~/utilities\"\n\n/* ----------------------------------------------------------------------------\n * Functions\n * ------------------------------------------------------------------------- */\n\n/**\n * Render a 'copy-to-clipboard' button\n *\n * @param id - Unique identifier\n *\n * @returns Element\n */\nexport function renderClipboardButton(id: string): HTMLElement {\n return (\n code`}\n >\n )\n}\n", "/*\n * Copyright (c) 2016-2022 Martin Donath \n *\n * Permission is hereby granted, free of charge, to any person obtaining a copy\n * of this software and associated documentation files (the \"Software\"), to\n * deal in the Software without restriction, including without limitation the\n * rights to use, copy, modify, merge, publish, distribute, sublicense, and/or\n * sell copies of the Software, and to permit persons to whom the Software is\n * furnished to do so, subject to the following conditions:\n *\n * The above copyright notice and this permission notice shall be included in\n * all copies or substantial portions of the Software.\n *\n * THE SOFTWARE IS PROVIDED \"AS IS\", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR\n * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,\n * FITNESS FOR A PARTICULAR PURPOSE AND NON-INFRINGEMENT. IN NO EVENT SHALL THE\n * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER\n * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING\n * FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS\n * IN THE SOFTWARE.\n */\n\nimport { ComponentChild } from \"preact\"\n\nimport { configuration, feature, translation } from \"~/_\"\nimport {\n SearchDocument,\n SearchMetadata,\n SearchResultItem\n} from \"~/integrations/search\"\nimport { h, truncate } from \"~/utilities\"\n\n/* ----------------------------------------------------------------------------\n * Helper types\n * ------------------------------------------------------------------------- */\n\n/**\n * Render flag\n */\nconst enum Flag {\n TEASER = 1, /* Render teaser */\n PARENT = 2 /* Render as parent */\n}\n\n/* ----------------------------------------------------------------------------\n * Helper function\n * ------------------------------------------------------------------------- */\n\n/**\n * Render a search document\n *\n * @param document - Search document\n * @param flag - Render flags\n *\n * @returns Element\n */\nfunction renderSearchDocument(\n document: SearchDocument & SearchMetadata, flag: Flag\n): HTMLElement {\n const parent = flag & Flag.PARENT\n const teaser = flag & Flag.TEASER\n\n /* Render missing query terms */\n const missing = Object.keys(document.terms)\n .filter(key => !document.terms[key])\n .reduce((list, key) => [\n ...list, {key}, \" \"\n ], [])\n .slice(0, -1)\n\n /* Assemble query string for highlighting */\n const url = new URL(document.location)\n if (feature(\"search.highlight\"))\n url.searchParams.set(\"h\", Object.entries(document.terms)\n .filter(([, match]) => match)\n .reduce((highlight, [value]) => `${highlight} ${value}`.trim(), \"\")\n )\n\n /* Render article or section, depending on flags */\n const { tags } = configuration()\n return (\n \n \n {parent > 0 &&
}\n

{document.title}

\n {teaser > 0 && document.text.length > 0 &&\n

\n {truncate(document.text, 320)}\n

\n }\n {document.tags && (\n
\n {document.tags.map(tag => {\n const id = tag.replace(/<[^>]+>/g, \"\")\n const type = tags\n ? id in tags\n ? `md-tag-icon md-tag-icon--${tags[id]}`\n : \"md-tag-icon\"\n : \"\"\n return (\n {tag}\n )\n })}\n
\n )}\n {teaser > 0 && missing.length > 0 &&\n

\n {translation(\"search.result.term.missing\")}: {...missing}\n

\n }\n \n \n )\n}\n\n/* ----------------------------------------------------------------------------\n * Functions\n * ------------------------------------------------------------------------- */\n\n/**\n * Render a search result\n *\n * @param result - Search result\n *\n * @returns Element\n */\nexport function renderSearchResultItem(\n result: SearchResultItem\n): HTMLElement {\n const threshold = result[0].score\n const docs = [...result]\n\n /* Find and extract parent article */\n const parent = docs.findIndex(doc => !doc.location.includes(\"#\"))\n const [article] = docs.splice(parent, 1)\n\n /* Determine last index above threshold */\n let index = docs.findIndex(doc => doc.score < threshold)\n if (index === -1)\n index = docs.length\n\n /* Partition sections */\n const best = docs.slice(0, index)\n const more = docs.slice(index)\n\n /* Render children */\n const children = [\n renderSearchDocument(article, Flag.PARENT | +(!parent && index === 0)),\n ...best.map(section => renderSearchDocument(section, Flag.TEASER)),\n ...more.length ? [\n
\n \n {more.length > 0 && more.length === 1\n ? translation(\"search.result.more.one\")\n : translation(\"search.result.more.other\", more.length)\n }\n \n {...more.map(section => renderSearchDocument(section, Flag.TEASER))}\n
\n ] : []\n ]\n\n /* Render search result */\n return (\n
  • \n {children}\n
    • \n )\n}\n", "/*\n * Copyright (c) 2016-2022 Martin Donath \n *\n * Permission is hereby granted, free of charge, to any person obtaining a copy\n * of this software and associated documentation files (the \"Software\"), to\n * deal in the Software without restriction, including without limitation the\n * rights to use, copy, modify, merge, publish, distribute, sublicense, and/or\n * sell copies of the Software, and to permit persons to whom the Software is\n * furnished to do so, subject to the following conditions:\n *\n * The above copyright notice and this permission notice shall be included in\n * all copies or substantial portions of the Software.\n *\n * THE SOFTWARE IS PROVIDED \"AS IS\", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR\n * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,\n * FITNESS FOR A PARTICULAR PURPOSE AND NON-INFRINGEMENT. IN NO EVENT SHALL THE\n * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER\n * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING\n * FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS\n * IN THE SOFTWARE.\n */\n\nimport { SourceFacts } from \"~/components\"\nimport { h, round } from \"~/utilities\"\n\n/* ----------------------------------------------------------------------------\n * Functions\n * ------------------------------------------------------------------------- */\n\n/**\n * Render repository facts\n *\n * @param facts - Repository facts\n *\n * @returns Element\n */\nexport function renderSourceFacts(facts: SourceFacts): HTMLElement {\n return (\n
      \n {Object.entries(facts).map(([key, value]) => (\n
    • \n {typeof value === \"number\" ? round(value) : value}\n
      • \n ))}\n
    \n )\n}\n", "/*\n * Copyright (c) 2016-2022 Martin Donath \n *\n * Permission is hereby granted, free of charge, to any person obtaining a copy\n * of this software and associated documentation files (the \"Software\"), to\n * deal in the Software without restriction, including without limitation the\n * rights to use, copy, modify, merge, publish, distribute, sublicense, and/or\n * sell copies of the Software, and to permit persons to whom the Software is\n * furnished to do so, subject to the following conditions:\n *\n * The above copyright notice and this permission notice shall be included in\n * all copies or substantial portions of the Software.\n *\n * THE SOFTWARE IS PROVIDED \"AS IS\", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR\n * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,\n * FITNESS FOR A PARTICULAR PURPOSE AND NON-INFRINGEMENT. IN NO EVENT SHALL THE\n * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER\n * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING\n * FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS\n * IN THE SOFTWARE.\n */\n\nimport { h } from \"~/utilities\"\n\n/* ----------------------------------------------------------------------------\n * Helper types\n * ------------------------------------------------------------------------- */\n\n/**\n * Tabbed control type\n */\ntype TabbedControlType =\n | \"prev\"\n | \"next\"\n\n/* ----------------------------------------------------------------------------\n * Functions\n * ------------------------------------------------------------------------- */\n\n/**\n * Render control for content tabs\n *\n * @param type - Control type\n *\n * @returns Element\n */\nexport function renderTabbedControl(\n type: TabbedControlType\n): HTMLElement {\n const classes = `tabbed-control tabbed-control--${type}`\n return (\n \n )\n}\n", "/*\n * Copyright (c) 2016-2022 Martin Donath \n *\n * Permission is hereby granted, free of charge, to any person obtaining a copy\n * of this software and associated documentation files (the \"Software\"), to\n * deal in the Software without restriction, including without limitation the\n * rights to use, copy, modify, merge, publish, distribute, sublicense, and/or\n * sell copies of the Software, and to permit persons to whom the Software is\n * furnished to do so, subject to the following conditions:\n *\n * The above copyright notice and this permission notice shall be included in\n * all copies or substantial portions of the Software.\n *\n * THE SOFTWARE IS PROVIDED \"AS IS\", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR\n * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,\n * FITNESS FOR A PARTICULAR PURPOSE AND NON-INFRINGEMENT. IN NO EVENT SHALL THE\n * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER\n * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING\n * FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS\n * IN THE SOFTWARE.\n */\n\nimport { h } from \"~/utilities\"\n\n/* ----------------------------------------------------------------------------\n * Functions\n * ------------------------------------------------------------------------- */\n\n/**\n * Render a table inside a wrapper to improve scrolling on mobile\n *\n * @param table - Table element\n *\n * @returns Element\n */\nexport function renderTable(table: HTMLElement): HTMLElement {\n return (\n
    \n
    \n {table}\n
    \n
    \n )\n}\n", "/*\n * Copyright (c) 2016-2022 Martin Donath \n *\n * Permission is hereby granted, free of charge, to any person obtaining a copy\n * of this software and associated documentation files (the \"Software\"), to\n * deal in the Software without restriction, including without limitation the\n * rights to use, copy, modify, merge, publish, distribute, sublicense, and/or\n * sell copies of the Software, and to permit persons to whom the Software is\n * furnished to do so, subject to the following conditions:\n *\n * The above copyright notice and this permission notice shall be included in\n * all copies or substantial portions of the Software.\n *\n * THE SOFTWARE IS PROVIDED \"AS IS\", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR\n * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,\n * FITNESS FOR A PARTICULAR PURPOSE AND NON-INFRINGEMENT. IN NO EVENT SHALL THE\n * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER\n * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING\n * FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS\n * IN THE SOFTWARE.\n */\n\nimport { configuration, translation } from \"~/_\"\nimport { h } from \"~/utilities\"\n\n/* ----------------------------------------------------------------------------\n * Types\n * ------------------------------------------------------------------------- */\n\n/**\n * Version\n */\nexport interface Version {\n version: string /* Version identifier */\n title: string /* Version title */\n aliases: string[] /* Version aliases */\n}\n\n/* ----------------------------------------------------------------------------\n * Helper functions\n * ------------------------------------------------------------------------- */\n\n/**\n * Render a version\n *\n * @param version - Version\n *\n * @returns Element\n */\nfunction renderVersion(version: Version): HTMLElement {\n const config = configuration()\n\n /* Ensure trailing slash - see https://bit.ly/3rL5u3f */\n const url = new URL(`../${version.version}/`, config.base)\n return (\n
  • \n \n {version.title}\n \n
    • \n )\n}\n\n/* ----------------------------------------------------------------------------\n * Functions\n * ------------------------------------------------------------------------- */\n\n/**\n * Render a version selector\n *\n * @param versions - Versions\n * @param active - Active version\n *\n * @returns Element\n */\nexport function renderVersionSelector(\n versions: Version[], active: Version\n): HTMLElement {\n return (\n
    \n \n {active.title}\n \n
      \n {versions.map(renderVersion)}\n
    \n
    \n )\n}\n", "/*\n * Copyright (c) 2016-2022 Martin Donath \n *\n * Permission is hereby granted, free of charge, to any person obtaining a copy\n * of this software and associated documentation files (the \"Software\"), to\n * deal in the Software without restriction, including without limitation the\n * rights to use, copy, modify, merge, publish, distribute, sublicense, and/or\n * sell copies of the Software, and to permit persons to whom the Software is\n * furnished to do so, subject to the following conditions:\n *\n * The above copyright notice and this permission notice shall be included in\n * all copies or substantial portions of the Software.\n *\n * THE SOFTWARE IS PROVIDED \"AS IS\", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR\n * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,\n * FITNESS FOR A PARTICULAR PURPOSE AND NON-INFRINGEMENT. IN NO EVENT SHALL THE\n * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER\n * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING\n * FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS\n * IN THE SOFTWARE.\n */\n\nimport {\n Observable,\n Subject,\n animationFrameScheduler,\n auditTime,\n combineLatest,\n debounceTime,\n defer,\n delay,\n filter,\n finalize,\n fromEvent,\n map,\n merge,\n switchMap,\n take,\n takeLast,\n takeUntil,\n tap,\n throttleTime,\n withLatestFrom\n} from \"rxjs\"\n\nimport {\n ElementOffset,\n getActiveElement,\n getElementSize,\n watchElementContentOffset,\n watchElementFocus,\n watchElementOffset,\n watchElementVisibility\n} from \"~/browser\"\n\nimport { Component } from \"../../../_\"\n\n/* ----------------------------------------------------------------------------\n * Types\n * ------------------------------------------------------------------------- */\n\n/**\n * Annotation\n */\nexport interface Annotation {\n active: boolean /* Annotation is active */\n offset: ElementOffset /* Annotation offset */\n}\n\n/* ----------------------------------------------------------------------------\n * Helper types\n * ------------------------------------------------------------------------- */\n\n/**\n * Mount options\n */\ninterface MountOptions {\n target$: Observable /* Location target observable */\n}\n\n/* ----------------------------------------------------------------------------\n * Functions\n * ------------------------------------------------------------------------- */\n\n/**\n * Watch annotation\n *\n * @param el - Annotation element\n * @param container - Containing element\n *\n * @returns Annotation observable\n */\nexport function watchAnnotation(\n el: HTMLElement, container: HTMLElement\n): Observable {\n const offset$ = defer(() => combineLatest([\n watchElementOffset(el),\n watchElementContentOffset(container)\n ]))\n .pipe(\n map(([{ x, y }, scroll]): ElementOffset => {\n const { width, height } = getElementSize(el)\n return ({\n x: x - scroll.x + width / 2,\n y: y - scroll.y + height / 2\n })\n })\n )\n\n /* Actively watch annotation on focus */\n return watchElementFocus(el)\n .pipe(\n switchMap(active => offset$\n .pipe(\n map(offset => ({ active, offset })),\n take(+!active || Infinity)\n )\n )\n )\n}\n\n/**\n * Mount annotation\n *\n * @param el - Annotation element\n * @param container - Containing element\n * @param options - Options\n *\n * @returns Annotation component observable\n */\nexport function mountAnnotation(\n el: HTMLElement, container: HTMLElement, { target$ }: MountOptions\n): Observable> {\n const [tooltip, index] = Array.from(el.children)\n\n /* Mount component on subscription */\n return defer(() => {\n const push$ = new Subject()\n const done$ = push$.pipe(takeLast(1))\n push$.subscribe({\n\n /* Handle emission */\n next({ offset }) {\n el.style.setProperty(\"--md-tooltip-x\", `${offset.x}px`)\n el.style.setProperty(\"--md-tooltip-y\", `${offset.y}px`)\n },\n\n /* Handle complete */\n complete() {\n el.style.removeProperty(\"--md-tooltip-x\")\n el.style.removeProperty(\"--md-tooltip-y\")\n }\n })\n\n /* Start animation only when annotation is visible */\n watchElementVisibility(el)\n .pipe(\n takeUntil(done$)\n )\n .subscribe(visible => {\n el.toggleAttribute(\"data-md-visible\", visible)\n })\n\n /* Toggle tooltip presence to mitigate empty lines when copying */\n merge(\n push$.pipe(filter(({ active }) => active)),\n push$.pipe(debounceTime(250), filter(({ active }) => !active))\n )\n .subscribe({\n\n /* Handle emission */\n next({ active }) {\n if (active)\n el.prepend(tooltip)\n else\n tooltip.remove()\n },\n\n /* Handle complete */\n complete() {\n el.prepend(tooltip)\n }\n })\n\n /* Toggle tooltip visibility */\n push$\n .pipe(\n auditTime(16, animationFrameScheduler)\n )\n .subscribe(({ active }) => {\n tooltip.classList.toggle(\"md-tooltip--active\", active)\n })\n\n /* Track relative origin of tooltip */\n push$\n .pipe(\n throttleTime(125, animationFrameScheduler),\n filter(() => !!el.offsetParent),\n map(() => el.offsetParent!.getBoundingClientRect()),\n map(({ x }) => x)\n )\n .subscribe({\n\n /* Handle emission */\n next(origin) {\n if (origin)\n el.style.setProperty(\"--md-tooltip-0\", `${-origin}px`)\n else\n el.style.removeProperty(\"--md-tooltip-0\")\n },\n\n /* Handle complete */\n complete() {\n el.style.removeProperty(\"--md-tooltip-0\")\n }\n })\n\n /* Allow to copy link without scrolling to anchor */\n fromEvent(index, \"click\")\n .pipe(\n takeUntil(done$),\n filter(ev => !(ev.metaKey || ev.ctrlKey))\n )\n .subscribe(ev => ev.preventDefault())\n\n /* Allow to open link in new tab or blur on close */\n fromEvent(index, \"mousedown\")\n .pipe(\n takeUntil(done$),\n withLatestFrom(push$)\n )\n .subscribe(([ev, { active }]) => {\n\n /* Open in new tab */\n if (ev.button !== 0 || ev.metaKey || ev.ctrlKey) {\n ev.preventDefault()\n\n /* Close annotation */\n } else if (active) {\n ev.preventDefault()\n\n /* Focus parent annotation, if any */\n const parent = el.parentElement!.closest(\".md-annotation\")\n if (parent instanceof HTMLElement)\n parent.focus()\n else\n getActiveElement()?.blur()\n }\n })\n\n /* Open and focus annotation on location target */\n target$\n .pipe(\n takeUntil(done$),\n filter(target => target === tooltip),\n delay(125)\n )\n .subscribe(() => el.focus())\n\n /* Create and return component */\n return watchAnnotation(el, container)\n .pipe(\n tap(state => push$.next(state)),\n finalize(() => push$.complete()),\n map(state => ({ ref: el, ...state }))\n )\n })\n}\n", "/*\n * Copyright (c) 2016-2022 Martin Donath \n *\n * Permission is hereby granted, free of charge, to any person obtaining a copy\n * of this software and associated documentation files (the \"Software\"), to\n * deal in the Software without restriction, including without limitation the\n * rights to use, copy, modify, merge, publish, distribute, sublicense, and/or\n * sell copies of the Software, and to permit persons to whom the Software is\n * furnished to do so, subject to the following conditions:\n *\n * The above copyright notice and this permission notice shall be included in\n * all copies or substantial portions of the Software.\n *\n * THE SOFTWARE IS PROVIDED \"AS IS\", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR\n * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,\n * FITNESS FOR A PARTICULAR PURPOSE AND NON-INFRINGEMENT. IN NO EVENT SHALL THE\n * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER\n * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING\n * FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS\n * IN THE SOFTWARE.\n */\n\nimport {\n EMPTY,\n Observable,\n Subject,\n defer,\n finalize,\n merge,\n share,\n takeLast,\n takeUntil\n} from \"rxjs\"\n\nimport {\n getElement,\n getElements,\n getOptionalElement\n} from \"~/browser\"\nimport { renderAnnotation } from \"~/templates\"\n\nimport { Component } from \"../../../_\"\nimport {\n Annotation,\n mountAnnotation\n} from \"../_\"\n\n/* ----------------------------------------------------------------------------\n * Helper types\n * ------------------------------------------------------------------------- */\n\n/**\n * Mount options\n */\ninterface MountOptions {\n target$: Observable /* Location target observable */\n print$: Observable /* Media print observable */\n}\n\n/* ----------------------------------------------------------------------------\n * Helper functions\n * ------------------------------------------------------------------------- */\n\n/**\n * Find all annotation markers in the given code block\n *\n * @param container - Containing element\n *\n * @returns Annotation markers\n */\nfunction findAnnotationMarkers(container: HTMLElement): Text[] {\n const markers: Text[] = []\n for (const el of getElements(\".c, .c1, .cm\", container)) {\n const nodes: Text[] = []\n\n /* Find all text nodes in current element */\n const it = document.createNodeIterator(el, NodeFilter.SHOW_TEXT)\n for (let node = it.nextNode(); node; node = it.nextNode())\n nodes.push(node as Text)\n\n /* Find all markers in each text node */\n for (let text of nodes) {\n let match: RegExpExecArray | null\n\n /* Split text at marker and add to list */\n while ((match = /(\\(\\d+\\))(!)?/.exec(text.textContent!))) {\n const [, id, force] = match\n if (typeof force === \"undefined\") {\n const marker = text.splitText(match.index)\n text = marker.splitText(id.length)\n markers.push(marker)\n\n /* Replace entire text with marker */\n } else {\n text.textContent = id\n markers.push(text)\n break\n }\n }\n }\n }\n return markers\n}\n\n/**\n * Swap the child nodes of two elements\n *\n * @param source - Source element\n * @param target - Target element\n */\nfunction swap(source: HTMLElement, target: HTMLElement): void {\n target.append(...Array.from(source.childNodes))\n}\n\n/* ----------------------------------------------------------------------------\n * Functions\n * ------------------------------------------------------------------------- */\n\n/**\n * Mount annotation list\n *\n * This function analyzes the containing code block and checks for markers\n * referring to elements in the given annotation list. If no markers are found,\n * the list is left untouched. Otherwise, list elements are rendered as\n * annotations inside the code block.\n *\n * @param el - Annotation list element\n * @param container - Containing element\n * @param options - Options\n *\n * @returns Annotation component observable\n */\nexport function mountAnnotationList(\n el: HTMLElement, container: HTMLElement, { target$, print$ }: MountOptions\n): Observable> {\n\n /* Compute prefix for tooltip anchors */\n const parent = container.closest(\"[id]\")\n const prefix = parent?.id\n\n /* Find and replace all markers with empty annotations */\n const annotations = new Map()\n for (const marker of findAnnotationMarkers(container)) {\n const [, id] = marker.textContent!.match(/\\((\\d+)\\)/)!\n if (getOptionalElement(`li:nth-child(${id})`, el)) {\n annotations.set(id, renderAnnotation(id, prefix))\n marker.replaceWith(annotations.get(id)!)\n }\n }\n\n /* Keep list if there are no annotations to render */\n if (annotations.size === 0)\n return EMPTY\n\n /* Mount component on subscription */\n return defer(() => {\n const done$ = new Subject()\n\n /* Retrieve container pairs for swapping */\n const pairs: [HTMLElement, HTMLElement][] = []\n for (const [id, annotation] of annotations)\n pairs.push([\n getElement(\".md-typeset\", annotation),\n getElement(`li:nth-child(${id})`, el)\n ])\n\n /* Handle print mode - see https://bit.ly/3rgPdpt */\n print$\n .pipe(\n takeUntil(done$.pipe(takeLast(1)))\n )\n .subscribe(active => {\n el.hidden = !active\n\n /* Show annotations in code block or list (print) */\n for (const [inner, child] of pairs)\n if (!active)\n swap(child, inner)\n else\n swap(inner, child)\n })\n\n /* Create and return component */\n return merge(...[...annotations]\n .map(([, annotation]) => (\n mountAnnotation(annotation, container, { target$ })\n ))\n )\n .pipe(\n finalize(() => done$.complete()),\n share()\n )\n })\n}\n", "/*\n * Copyright (c) 2016-2022 Martin Donath \n *\n * Permission is hereby granted, free of charge, to any person obtaining a copy\n * of this software and associated documentation files (the \"Software\"), to\n * deal in the Software without restriction, including without limitation the\n * rights to use, copy, modify, merge, publish, distribute, sublicense, and/or\n * sell copies of the Software, and to permit persons to whom the Software is\n * furnished to do so, subject to the following conditions:\n *\n * The above copyright notice and this permission notice shall be included in\n * all copies or substantial portions of the Software.\n *\n * THE SOFTWARE IS PROVIDED \"AS IS\", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR\n * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,\n * FITNESS FOR A PARTICULAR PURPOSE AND NON-INFRINGEMENT. IN NO EVENT SHALL THE\n * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER\n * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING\n * FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS\n * IN THE SOFTWARE.\n */\n\nimport {\n Observable,\n map,\n of,\n shareReplay,\n tap\n} from \"rxjs\"\n\nimport { watchScript } from \"~/browser\"\nimport { h } from \"~/utilities\"\n\nimport { Component } from \"../../../_\"\n\nimport themeCSS from \"./index.css\"\n\n/* ----------------------------------------------------------------------------\n * Types\n * ------------------------------------------------------------------------- */\n\n/**\n * Mermaid diagram\n */\nexport interface Mermaid {}\n\n/* ----------------------------------------------------------------------------\n * Data\n * ------------------------------------------------------------------------- */\n\n/**\n * Mermaid instance observable\n */\nlet mermaid$: Observable\n\n/**\n * Global sequence number for diagrams\n */\nlet sequence = 0\n\n/* ----------------------------------------------------------------------------\n * Helper functions\n * ------------------------------------------------------------------------- */\n\n/**\n * Fetch Mermaid script\n *\n * @returns Mermaid scripts observable\n */\nfunction fetchScripts(): Observable {\n return typeof mermaid === \"undefined\" || mermaid instanceof Element\n ? watchScript(\"https://unpkg.com/mermaid@9.1.7/dist/mermaid.min.js\")\n : of(undefined)\n}\n\n/* ----------------------------------------------------------------------------\n * Functions\n * ------------------------------------------------------------------------- */\n\n/**\n * Mount Mermaid diagram\n *\n * @param el - Code block element\n *\n * @returns Mermaid diagram component observable\n */\nexport function mountMermaid(\n el: HTMLElement\n): Observable> {\n el.classList.remove(\"mermaid\") // Hack: mitigate https://bit.ly/3CiN6Du\n mermaid$ ||= fetchScripts()\n .pipe(\n tap(() => mermaid.initialize({\n startOnLoad: false,\n themeCSS,\n sequence: {\n actorFontSize: \"16px\", // Hack: mitigate https://bit.ly/3y0NEi3\n messageFontSize: \"16px\",\n noteFontSize: \"16px\"\n }\n })),\n map(() => undefined),\n shareReplay(1)\n )\n\n /* Render diagram */\n mermaid$.subscribe(() => {\n el.classList.add(\"mermaid\") // Hack: mitigate https://bit.ly/3CiN6Du\n const id = `__mermaid_${sequence++}`\n const host = h(\"div\", { class: \"mermaid\" })\n mermaid.mermaidAPI.render(id, el.textContent, (svg: string) => {\n\n /* Create a shadow root and inject diagram */\n const shadow = host.attachShadow({ mode: \"closed\" })\n shadow.innerHTML = svg\n\n /* Replace code block with diagram */\n el.replaceWith(host)\n })\n })\n\n /* Create and return component */\n return mermaid$\n .pipe(\n map(() => ({ ref: el }))\n )\n}\n", "/*\n * Copyright (c) 2016-2022 Martin Donath \n *\n * Permission is hereby granted, free of charge, to any person obtaining a copy\n * of this software and associated documentation files (the \"Software\"), to\n * deal in the Software without restriction, including without limitation the\n * rights to use, copy, modify, merge, publish, distribute, sublicense, and/or\n * sell copies of the Software, and to permit persons to whom the Software is\n * furnished to do so, subject to the following conditions:\n *\n * The above copyright notice and this permission notice shall be included in\n * all copies or substantial portions of the Software.\n *\n * THE SOFTWARE IS PROVIDED \"AS IS\", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR\n * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,\n * FITNESS FOR A PARTICULAR PURPOSE AND NON-INFRINGEMENT. IN NO EVENT SHALL THE\n * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER\n * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING\n * FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS\n * IN THE SOFTWARE.\n */\n\nimport {\n Observable,\n Subject,\n defer,\n filter,\n finalize,\n map,\n merge,\n tap\n} from \"rxjs\"\n\nimport { Component } from \"../../_\"\n\n/* ----------------------------------------------------------------------------\n * Types\n * ------------------------------------------------------------------------- */\n\n/**\n * Details\n */\nexport interface Details {\n action: \"open\" | \"close\" /* Details state */\n reveal?: boolean /* Details is revealed */\n}\n\n/* ----------------------------------------------------------------------------\n * Helper types\n * ------------------------------------------------------------------------- */\n\n/**\n * Watch options\n */\ninterface WatchOptions {\n target$: Observable /* Location target observable */\n print$: Observable /* Media print observable */\n}\n\n/**\n * Mount options\n */\ninterface MountOptions {\n target$: Observable /* Location target observable */\n print$: Observable /* Media print observable */\n}\n\n/* ----------------------------------------------------------------------------\n * Functions\n * ------------------------------------------------------------------------- */\n\n/**\n * Watch details\n *\n * @param el - Details element\n * @param options - Options\n *\n * @returns Details observable\n */\nexport function watchDetails(\n el: HTMLDetailsElement, { target$, print$ }: WatchOptions\n): Observable
    {\n let open = true\n return merge(\n\n /* Open and focus details on location target */\n target$\n .pipe(\n map(target => target.closest(\"details:not([open])\")!),\n filter(details => el === details),\n map(() => ({\n action: \"open\", reveal: true\n }) as Details)\n ),\n\n /* Open details on print and close afterwards */\n print$\n .pipe(\n filter(active => active || !open),\n tap(() => open = el.open),\n map(active => ({\n action: active ? \"open\" : \"close\"\n }) as Details)\n )\n )\n}\n\n/**\n * Mount details\n *\n * This function ensures that `details` tags are opened on anchor jumps and\n * prior to printing, so the whole content of the page is visible.\n *\n * @param el - Details element\n * @param options - Options\n *\n * @returns Details component observable\n */\nexport function mountDetails(\n el: HTMLDetailsElement, options: MountOptions\n): Observable> {\n return defer(() => {\n const push$ = new Subject
    ()\n push$.subscribe(({ action, reveal }) => {\n el.toggleAttribute(\"open\", action === \"open\")\n if (reveal)\n el.scrollIntoView()\n })\n\n /* Create and return component */\n return watchDetails(el, options)\n .pipe(\n tap(state => push$.next(state)),\n finalize(() => push$.complete()),\n map(state => ({ ref: el, ...state }))\n )\n })\n}\n", "/*\n * Copyright (c) 2016-2022 Martin Donath \n *\n * Permission is hereby granted, free of charge, to any person obtaining a copy\n * of this software and associated documentation files (the \"Software\"), to\n * deal in the Software without restriction, including without limitation the\n * rights to use, copy, modify, merge, publish, distribute, sublicense, and/or\n * sell copies of the Software, and to permit persons to whom the Software is\n * furnished to do so, subject to the following conditions:\n *\n * The above copyright notice and this permission notice shall be included in\n * all copies or substantial portions of the Software.\n *\n * THE SOFTWARE IS PROVIDED \"AS IS\", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR\n * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,\n * FITNESS FOR A PARTICULAR PURPOSE AND NON-INFRINGEMENT. IN NO EVENT SHALL THE\n * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER\n * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING\n * FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS\n * IN THE SOFTWARE.\n */\n\nimport { Observable, of } from \"rxjs\"\n\nimport { renderTable } from \"~/templates\"\nimport { h } from \"~/utilities\"\n\nimport { Component } from \"../../_\"\n\n/* ----------------------------------------------------------------------------\n * Types\n * ------------------------------------------------------------------------- */\n\n/**\n * Data table\n */\nexport interface DataTable {}\n\n/* ----------------------------------------------------------------------------\n * Data\n * ------------------------------------------------------------------------- */\n\n/**\n * Sentinel for replacement\n */\nconst sentinel = h(\"table\")\n\n/* ----------------------------------------------------------------------------\n * Functions\n * ------------------------------------------------------------------------- */\n\n/**\n * Mount data table\n *\n * This function wraps a data table in another scrollable container, so it can\n * be smoothly scrolled on smaller screen sizes and won't break the layout.\n *\n * @param el - Data table element\n *\n * @returns Data table component observable\n */\nexport function mountDataTable(\n el: HTMLElement\n): Observable> {\n el.replaceWith(sentinel)\n sentinel.replaceWith(renderTable(el))\n\n /* Create and return component */\n return of({ ref: el })\n}\n", "/*\n * Copyright (c) 2016-2022 Martin Donath \n *\n * Permission is hereby granted, free of charge, to any person obtaining a copy\n * of this software and associated documentation files (the \"Software\"), to\n * deal in the Software without restriction, including without limitation the\n * rights to use, copy, modify, merge, publish, distribute, sublicense, and/or\n * sell copies of the Software, and to permit persons to whom the Software is\n * furnished to do so, subject to the following conditions:\n *\n * The above copyright notice and this permission notice shall be included in\n * all copies or substantial portions of the Software.\n *\n * THE SOFTWARE IS PROVIDED \"AS IS\", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR\n * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,\n * FITNESS FOR A PARTICULAR PURPOSE AND NON-INFRINGEMENT. IN NO EVENT SHALL THE\n * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER\n * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING\n * FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS\n * IN THE SOFTWARE.\n */\n\nimport {\n Observable,\n Subject,\n animationFrameScheduler,\n asyncScheduler,\n auditTime,\n combineLatest,\n defer,\n finalize,\n fromEvent,\n map,\n merge,\n skip,\n startWith,\n subscribeOn,\n takeLast,\n takeUntil,\n tap,\n withLatestFrom\n} from \"rxjs\"\n\nimport { feature } from \"~/_\"\nimport {\n Viewport,\n getElement,\n getElementContentOffset,\n getElementContentSize,\n getElementOffset,\n getElementSize,\n getElements,\n watchElementContentOffset,\n watchElementSize\n} from \"~/browser\"\nimport { renderTabbedControl } from \"~/templates\"\n\nimport { Component } from \"../../_\"\n\n/* ----------------------------------------------------------------------------\n * Types\n * ------------------------------------------------------------------------- */\n\n/**\n * Content tabs\n */\nexport interface ContentTabs {\n active: HTMLLabelElement /* Active tab label */\n}\n\n/* ----------------------------------------------------------------------------\n * Helper types\n * ------------------------------------------------------------------------- */\n\n/**\n * Mount options\n */\ninterface MountOptions {\n viewport$: Observable /* Viewport observable */\n}\n\n/* ----------------------------------------------------------------------------\n * Functions\n * ------------------------------------------------------------------------- */\n\n/**\n * Watch content tabs\n *\n * @param el - Content tabs element\n *\n * @returns Content tabs observable\n */\nexport function watchContentTabs(\n el: HTMLElement\n): Observable {\n const inputs = getElements(\":scope > input\", el)\n const initial = inputs.find(input => input.checked) || inputs[0]\n return merge(...inputs.map(input => fromEvent(input, \"change\")\n .pipe(\n map(() => getElement(`label[for=\"${input.id}\"]`))\n )\n ))\n .pipe(\n startWith(getElement(`label[for=\"${initial.id}\"]`)),\n map(active => ({ active }))\n )\n}\n\n/**\n * Mount content tabs\n *\n * This function scrolls the active tab into view. While this functionality is\n * provided by browsers as part of `scrollInfoView`, browsers will always also\n * scroll the vertical axis, which we do not want. Thus, we decided to provide\n * this functionality ourselves.\n *\n * @param el - Content tabs element\n * @param options - Options\n *\n * @returns Content tabs component observable\n */\nexport function mountContentTabs(\n el: HTMLElement, { viewport$ }: MountOptions\n): Observable> {\n\n /* Render content tab previous button for pagination */\n const prev = renderTabbedControl(\"prev\")\n el.append(prev)\n\n /* Render content tab next button for pagination */\n const next = renderTabbedControl(\"next\")\n el.append(next)\n\n /* Mount component on subscription */\n const container = getElement(\".tabbed-labels\", el)\n return defer(() => {\n const push$ = new Subject()\n const done$ = push$.pipe(takeLast(1))\n combineLatest([push$, watchElementSize(el)])\n .pipe(\n auditTime(1, animationFrameScheduler),\n takeUntil(done$)\n )\n .subscribe({\n\n /* Handle emission */\n next([{ active }, size]) {\n const offset = getElementOffset(active)\n const { width } = getElementSize(active)\n\n /* Set tab indicator offset and width */\n el.style.setProperty(\"--md-indicator-x\", `${offset.x}px`)\n el.style.setProperty(\"--md-indicator-width\", `${width}px`)\n\n /* Scroll container to active content tab */\n const content = getElementContentOffset(container)\n if (\n offset.x < content.x ||\n offset.x + width > content.x + size.width\n )\n container.scrollTo({\n left: Math.max(0, offset.x - 16),\n behavior: \"smooth\"\n })\n },\n\n /* Handle complete */\n complete() {\n el.style.removeProperty(\"--md-indicator-x\")\n el.style.removeProperty(\"--md-indicator-width\")\n }\n })\n\n /* Hide content tab buttons on borders */\n combineLatest([\n watchElementContentOffset(container),\n watchElementSize(container)\n ])\n .pipe(\n takeUntil(done$)\n )\n .subscribe(([offset, size]) => {\n const content = getElementContentSize(container)\n prev.hidden = offset.x < 16\n next.hidden = offset.x > content.width - size.width - 16\n })\n\n /* Paginate content tab container on click */\n merge(\n fromEvent(prev, \"click\").pipe(map(() => -1)),\n fromEvent(next, \"click\").pipe(map(() => +1))\n )\n .pipe(\n takeUntil(done$)\n )\n .subscribe(direction => {\n const { width } = getElementSize(container)\n container.scrollBy({\n left: width * direction,\n behavior: \"smooth\"\n })\n })\n\n /* Set up linking of content tabs, if enabled */\n if (feature(\"content.tabs.link\"))\n push$.pipe(\n skip(1),\n withLatestFrom(viewport$)\n )\n .subscribe(([{ active }, { offset }]) => {\n const tab = active.innerText.trim()\n if (active.hasAttribute(\"data-md-switching\")) {\n active.removeAttribute(\"data-md-switching\")\n\n /* Determine viewport offset of active tab */\n } else {\n const y = el.offsetTop - offset.y\n\n /* Passively activate other tabs */\n for (const set of getElements(\"[data-tabs]\"))\n for (const input of getElements(\n \":scope > input\", set\n )) {\n const label = getElement(`label[for=\"${input.id}\"]`)\n if (\n label !== active &&\n label.innerText.trim() === tab\n ) {\n label.setAttribute(\"data-md-switching\", \"\")\n input.click()\n break\n }\n }\n\n /* Bring active tab into view */\n window.scrollTo({\n top: el.offsetTop - y\n })\n\n /* Persist active tabs in local storage */\n const tabs = __md_get(\"__tabs\") || []\n __md_set(\"__tabs\", [...new Set([tab, ...tabs])])\n }\n })\n\n /* Create and return component */\n return watchContentTabs(el)\n .pipe(\n tap(state => push$.next(state)),\n finalize(() => push$.complete()),\n map(state => ({ ref: el, ...state }))\n )\n })\n .pipe(\n subscribeOn(asyncScheduler)\n )\n}\n", "/*\n * Copyright (c) 2016-2022 Martin Donath \n *\n * Permission is hereby granted, free of charge, to any person obtaining a copy\n * of this software and associated documentation files (the \"Software\"), to\n * deal in the Software without restriction, including without limitation the\n * rights to use, copy, modify, merge, publish, distribute, sublicense, and/or\n * sell copies of the Software, and to permit persons to whom the Software is\n * furnished to do so, subject to the following conditions:\n *\n * The above copyright notice and this permission notice shall be included in\n * all copies or substantial portions of the Software.\n *\n * THE SOFTWARE IS PROVIDED \"AS IS\", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR\n * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,\n * FITNESS FOR A PARTICULAR PURPOSE AND NON-INFRINGEMENT. IN NO EVENT SHALL THE\n * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER\n * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING\n * FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS\n * IN THE SOFTWARE.\n */\n\nimport { Observable, merge } from \"rxjs\"\n\nimport { Viewport, getElements } from \"~/browser\"\n\nimport { Component } from \"../../_\"\nimport { Annotation } from \"../annotation\"\nimport {\n CodeBlock,\n Mermaid,\n mountCodeBlock,\n mountMermaid\n} from \"../code\"\nimport {\n Details,\n mountDetails\n} from \"../details\"\nimport {\n DataTable,\n mountDataTable\n} from \"../table\"\nimport {\n ContentTabs,\n mountContentTabs\n} from \"../tabs\"\n\n/* ----------------------------------------------------------------------------\n * Types\n * ------------------------------------------------------------------------- */\n\n/**\n * Content\n */\nexport type Content =\n | Annotation\n | ContentTabs\n | CodeBlock\n | Mermaid\n | DataTable\n | Details\n\n/* ----------------------------------------------------------------------------\n * Helper types\n * ------------------------------------------------------------------------- */\n\n/**\n * Mount options\n */\ninterface MountOptions {\n viewport$: Observable /* Viewport observable */\n target$: Observable /* Location target observable */\n print$: Observable /* Media print observable */\n}\n\n/* ----------------------------------------------------------------------------\n * Functions\n * ------------------------------------------------------------------------- */\n\n/**\n * Mount content\n *\n * This function mounts all components that are found in the content of the\n * actual article, including code blocks, data tables and details.\n *\n * @param el - Content element\n * @param options - Options\n *\n * @returns Content component observable\n */\nexport function mountContent(\n el: HTMLElement, { viewport$, target$, print$ }: MountOptions\n): Observable> {\n return merge(\n\n /* Code blocks */\n ...getElements(\"pre:not(.mermaid) > code\", el)\n .map(child => mountCodeBlock(child, { target$, print$ })),\n\n /* Mermaid diagrams */\n ...getElements(\"pre.mermaid\", el)\n .map(child => mountMermaid(child)),\n\n /* Data tables */\n ...getElements(\"table:not([class])\", el)\n .map(child => mountDataTable(child)),\n\n /* Details */\n ...getElements(\"details\", el)\n .map(child => mountDetails(child, { target$, print$ })),\n\n /* Content tabs */\n ...getElements(\"[data-tabs]\", el)\n .map(child => mountContentTabs(child, { viewport$ }))\n )\n}\n", "/*\n * Copyright (c) 2016-2022 Martin Donath \n *\n * Permission is hereby granted, free of charge, to any person obtaining a copy\n * of this software and associated documentation files (the \"Software\"), to\n * deal in the Software without restriction, including without limitation the\n * rights to use, copy, modify, merge, publish, distribute, sublicense, and/or\n * sell copies of the Software, and to permit persons to whom the Software is\n * furnished to do so, subject to the following conditions:\n *\n * The above copyright notice and this permission notice shall be included in\n * all copies or substantial portions of the Software.\n *\n * THE SOFTWARE IS PROVIDED \"AS IS\", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR\n * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,\n * FITNESS FOR A PARTICULAR PURPOSE AND NON-INFRINGEMENT. IN NO EVENT SHALL THE\n * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER\n * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING\n * FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS\n * IN THE SOFTWARE.\n */\n\nimport {\n Observable,\n Subject,\n defer,\n delay,\n finalize,\n map,\n merge,\n of,\n switchMap,\n tap\n} from \"rxjs\"\n\nimport { getElement } from \"~/browser\"\n\nimport { Component } from \"../_\"\n\n/* ----------------------------------------------------------------------------\n * Types\n * ------------------------------------------------------------------------- */\n\n/**\n * Dialog\n */\nexport interface Dialog {\n message: string /* Dialog message */\n active: boolean /* Dialog is active */\n}\n\n/* ----------------------------------------------------------------------------\n * Helper types\n * ------------------------------------------------------------------------- */\n\n/**\n * Watch options\n */\ninterface WatchOptions {\n alert$: Subject /* Alert subject */\n}\n\n/**\n * Mount options\n */\ninterface MountOptions {\n alert$: Subject /* Alert subject */\n}\n\n/* ----------------------------------------------------------------------------\n * Functions\n * ------------------------------------------------------------------------- */\n\n/**\n * Watch dialog\n *\n * @param _el - Dialog element\n * @param options - Options\n *\n * @returns Dialog observable\n */\nexport function watchDialog(\n _el: HTMLElement, { alert$ }: WatchOptions\n): Observable {\n return alert$\n .pipe(\n switchMap(message => merge(\n of(true),\n of(false).pipe(delay(2000))\n )\n .pipe(\n map(active => ({ message, active }))\n )\n )\n )\n}\n\n/**\n * Mount dialog\n *\n * This function reveals the dialog in the right corner when a new alert is\n * emitted through the subject that is passed as part of the options.\n *\n * @param el - Dialog element\n * @param options - Options\n *\n * @returns Dialog component observable\n */\nexport function mountDialog(\n el: HTMLElement, options: MountOptions\n): Observable> {\n const inner = getElement(\".md-typeset\", el)\n return defer(() => {\n const push$ = new Subject()\n push$.subscribe(({ message, active }) => {\n el.classList.toggle(\"md-dialog--active\", active)\n inner.textContent = message\n })\n\n /* Create and return component */\n return watchDialog(el, options)\n .pipe(\n tap(state => push$.next(state)),\n finalize(() => push$.complete()),\n map(state => ({ ref: el, ...state }))\n )\n })\n}\n", "/*\n * Copyright (c) 2016-2022 Martin Donath \n *\n * Permission is hereby granted, free of charge, to any person obtaining a copy\n * of this software and associated documentation files (the \"Software\"), to\n * deal in the Software without restriction, including without limitation the\n * rights to use, copy, modify, merge, publish, distribute, sublicense, and/or\n * sell copies of the Software, and to permit persons to whom the Software is\n * furnished to do so, subject to the following conditions:\n *\n * The above copyright notice and this permission notice shall be included in\n * all copies or substantial portions of the Software.\n *\n * THE SOFTWARE IS PROVIDED \"AS IS\", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR\n * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,\n * FITNESS FOR A PARTICULAR PURPOSE AND NON-INFRINGEMENT. IN NO EVENT SHALL THE\n * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER\n * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING\n * FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS\n * IN THE SOFTWARE.\n */\n\nimport {\n Observable,\n Subject,\n bufferCount,\n combineLatest,\n combineLatestWith,\n defer,\n distinctUntilChanged,\n distinctUntilKeyChanged,\n filter,\n map,\n of,\n shareReplay,\n startWith,\n switchMap,\n takeLast,\n takeUntil\n} from \"rxjs\"\n\nimport { feature } from \"~/_\"\nimport {\n Viewport,\n watchElementSize,\n watchToggle\n} from \"~/browser\"\n\nimport { Component } from \"../../_\"\nimport { Main } from \"../../main\"\n\n/* ----------------------------------------------------------------------------\n * Types\n * ------------------------------------------------------------------------- */\n\n/**\n * Header\n */\nexport interface Header {\n height: number /* Header visible height */\n hidden: boolean /* Header is hidden */\n}\n\n/* ----------------------------------------------------------------------------\n * Helper types\n * ------------------------------------------------------------------------- */\n\n/**\n * Watch options\n */\ninterface WatchOptions {\n viewport$: Observable /* Viewport observable */\n}\n\n/**\n * Mount options\n */\ninterface MountOptions {\n viewport$: Observable /* Viewport observable */\n header$: Observable
    /* Header observable */\n main$: Observable
    /* Main area observable */\n}\n\n/* ----------------------------------------------------------------------------\n * Helper functions\n * ------------------------------------------------------------------------- */\n\n/**\n * Compute whether the header is hidden\n *\n * If the user scrolls past a certain threshold, the header can be hidden when\n * scrolling down, and shown when scrolling up.\n *\n * @param options - Options\n *\n * @returns Toggle observable\n */\nfunction isHidden({ viewport$ }: WatchOptions): Observable {\n if (!feature(\"header.autohide\"))\n return of(false)\n\n /* Compute direction and turning point */\n const direction$ = viewport$\n .pipe(\n map(({ offset: { y } }) => y),\n bufferCount(2, 1),\n map(([a, b]) => [a < b, b] as const),\n distinctUntilKeyChanged(0)\n )\n\n /* Compute whether header should be hidden */\n const hidden$ = combineLatest([viewport$, direction$])\n .pipe(\n filter(([{ offset }, [, y]]) => Math.abs(y - offset.y) > 100),\n map(([, [direction]]) => direction),\n distinctUntilChanged()\n )\n\n /* Compute threshold for hiding */\n const search$ = watchToggle(\"search\")\n return combineLatest([viewport$, search$])\n .pipe(\n map(([{ offset }, search]) => offset.y > 400 && !search),\n distinctUntilChanged(),\n switchMap(active => active ? hidden$ : of(false)),\n startWith(false)\n )\n}\n\n/* ----------------------------------------------------------------------------\n * Functions\n * ------------------------------------------------------------------------- */\n\n/**\n * Watch header\n *\n * @param el - Header element\n * @param options - Options\n *\n * @returns Header observable\n */\nexport function watchHeader(\n el: HTMLElement, options: WatchOptions\n): Observable
    {\n return defer(() => combineLatest([\n watchElementSize(el),\n isHidden(options)\n ]))\n .pipe(\n map(([{ height }, hidden]) => ({\n height,\n hidden\n })),\n distinctUntilChanged((a, b) => (\n a.height === b.height &&\n a.hidden === b.hidden\n )),\n shareReplay(1)\n )\n}\n\n/**\n * Mount header\n *\n * This function manages the different states of the header, i.e. whether it's\n * hidden or rendered with a shadow. This depends heavily on the main area.\n *\n * @param el - Header element\n * @param options - Options\n *\n * @returns Header component observable\n */\nexport function mountHeader(\n el: HTMLElement, { header$, main$ }: MountOptions\n): Observable> {\n return defer(() => {\n const push$ = new Subject
    ()\n const done$ = push$.pipe(takeLast(1))\n push$\n .pipe(\n distinctUntilKeyChanged(\"active\"),\n combineLatestWith(header$)\n )\n .subscribe(([{ active }, { hidden }]) => {\n el.classList.toggle(\"md-header--shadow\", active && !hidden)\n el.hidden = hidden\n })\n\n /* Link to main area */\n main$.subscribe(push$)\n\n /* Create and return component */\n return header$\n .pipe(\n takeUntil(done$),\n map(state => ({ ref: el, ...state }))\n )\n })\n}\n", "/*\n * Copyright (c) 2016-2022 Martin Donath \n *\n * Permission is hereby granted, free of charge, to any person obtaining a copy\n * of this software and associated documentation files (the \"Software\"), to\n * deal in the Software without restriction, including without limitation the\n * rights to use, copy, modify, merge, publish, distribute, sublicense, and/or\n * sell copies of the Software, and to permit persons to whom the Software is\n * furnished to do so, subject to the following conditions:\n *\n * The above copyright notice and this permission notice shall be included in\n * all copies or substantial portions of the Software.\n *\n * THE SOFTWARE IS PROVIDED \"AS IS\", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR\n * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,\n * FITNESS FOR A PARTICULAR PURPOSE AND NON-INFRINGEMENT. IN NO EVENT SHALL THE\n * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER\n * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING\n * FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS\n * IN THE SOFTWARE.\n */\n\nimport {\n EMPTY,\n Observable,\n Subject,\n defer,\n distinctUntilKeyChanged,\n finalize,\n map,\n tap\n} from \"rxjs\"\n\nimport {\n Viewport,\n getElementSize,\n getOptionalElement,\n watchViewportAt\n} from \"~/browser\"\n\nimport { Component } from \"../../_\"\nimport { Header } from \"../_\"\n\n/* ----------------------------------------------------------------------------\n * Types\n * ------------------------------------------------------------------------- */\n\n/**\n * Header\n */\nexport interface HeaderTitle {\n active: boolean /* Header title is active */\n}\n\n/* ----------------------------------------------------------------------------\n * Helper types\n * ------------------------------------------------------------------------- */\n\n/**\n * Watch options\n */\ninterface WatchOptions {\n viewport$: Observable /* Viewport observable */\n header$: Observable
    /* Header observable */\n}\n\n/**\n * Mount options\n */\ninterface MountOptions {\n viewport$: Observable /* Viewport observable */\n header$: Observable
    /* Header observable */\n}\n\n/* ----------------------------------------------------------------------------\n * Functions\n * ------------------------------------------------------------------------- */\n\n/**\n * Watch header title\n *\n * @param el - Heading element\n * @param options - Options\n *\n * @returns Header title observable\n */\nexport function watchHeaderTitle(\n el: HTMLElement, { viewport$, header$ }: WatchOptions\n): Observable {\n return watchViewportAt(el, { viewport$, header$ })\n .pipe(\n map(({ offset: { y } }) => {\n const { height } = getElementSize(el)\n return {\n active: y >= height\n }\n }),\n distinctUntilKeyChanged(\"active\")\n )\n}\n\n/**\n * Mount header title\n *\n * This function swaps the header title from the site title to the title of the\n * current page when the user scrolls past the first headline.\n *\n * @param el - Header title element\n * @param options - Options\n *\n * @returns Header title component observable\n */\nexport function mountHeaderTitle(\n el: HTMLElement, options: MountOptions\n): Observable> {\n return defer(() => {\n const push$ = new Subject()\n push$.subscribe(({ active }) => {\n el.classList.toggle(\"md-header__title--active\", active)\n })\n\n /* Obtain headline, if any */\n const heading = getOptionalElement(\"article h1\")\n if (typeof heading === \"undefined\")\n return EMPTY\n\n /* Create and return component */\n return watchHeaderTitle(heading, options)\n .pipe(\n tap(state => push$.next(state)),\n finalize(() => push$.complete()),\n map(state => ({ ref: el, ...state }))\n )\n })\n}\n", "/*\n * Copyright (c) 2016-2022 Martin Donath \n *\n * Permission is hereby granted, free of charge, to any person obtaining a copy\n * of this software and associated documentation files (the \"Software\"), to\n * deal in the Software without restriction, including without limitation the\n * rights to use, copy, modify, merge, publish, distribute, sublicense, and/or\n * sell copies of the Software, and to permit persons to whom the Software is\n * furnished to do so, subject to the following conditions:\n *\n * The above copyright notice and this permission notice shall be included in\n * all copies or substantial portions of the Software.\n *\n * THE SOFTWARE IS PROVIDED \"AS IS\", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR\n * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,\n * FITNESS FOR A PARTICULAR PURPOSE AND NON-INFRINGEMENT. IN NO EVENT SHALL THE\n * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER\n * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING\n * FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS\n * IN THE SOFTWARE.\n */\n\nimport {\n Observable,\n combineLatest,\n distinctUntilChanged,\n distinctUntilKeyChanged,\n map,\n switchMap\n} from \"rxjs\"\n\nimport {\n Viewport,\n watchElementSize\n} from \"~/browser\"\n\nimport { Header } from \"../header\"\n\n/* ----------------------------------------------------------------------------\n * Types\n * ------------------------------------------------------------------------- */\n\n/**\n * Main area\n */\nexport interface Main {\n offset: number /* Main area top offset */\n height: number /* Main area visible height */\n active: boolean /* Main area is active */\n}\n\n/* ----------------------------------------------------------------------------\n * Helper types\n * ------------------------------------------------------------------------- */\n\n/**\n * Watch options\n */\ninterface WatchOptions {\n viewport$: Observable /* Viewport observable */\n header$: Observable
    /* Header observable */\n}\n\n/* ----------------------------------------------------------------------------\n * Functions\n * ------------------------------------------------------------------------- */\n\n/**\n * Watch main area\n *\n * This function returns an observable that computes the visual parameters of\n * the main area which depends on the viewport vertical offset and height, as\n * well as the height of the header element, if the header is fixed.\n *\n * @param el - Main area element\n * @param options - Options\n *\n * @returns Main area observable\n */\nexport function watchMain(\n el: HTMLElement, { viewport$, header$ }: WatchOptions\n): Observable
    {\n\n /* Compute necessary adjustment for header */\n const adjust$ = header$\n .pipe(\n map(({ height }) => height),\n distinctUntilChanged()\n )\n\n /* Compute the main area's top and bottom borders */\n const border$ = adjust$\n .pipe(\n switchMap(() => watchElementSize(el)\n .pipe(\n map(({ height }) => ({\n top: el.offsetTop,\n bottom: el.offsetTop + height\n })),\n distinctUntilKeyChanged(\"bottom\")\n )\n )\n )\n\n /* Compute the main area's offset, visible height and if we scrolled past */\n return combineLatest([adjust$, border$, viewport$])\n .pipe(\n map(([header, { top, bottom }, { offset: { y }, size: { height } }]) => {\n height = Math.max(0, height\n - Math.max(0, top - y, header)\n - Math.max(0, height + y - bottom)\n )\n return {\n offset: top - header,\n height,\n active: top - header <= y\n }\n }),\n distinctUntilChanged((a, b) => (\n a.offset === b.offset &&\n a.height === b.height &&\n a.active === b.active\n ))\n )\n}\n", "/*\n * Copyright (c) 2016-2022 Martin Donath \n *\n * Permission is hereby granted, free of charge, to any person obtaining a copy\n * of this software and associated documentation files (the \"Software\"), to\n * deal in the Software without restriction, including without limitation the\n * rights to use, copy, modify, merge, publish, distribute, sublicense, and/or\n * sell copies of the Software, and to permit persons to whom the Software is\n * furnished to do so, subject to the following conditions:\n *\n * The above copyright notice and this permission notice shall be included in\n * all copies or substantial portions of the Software.\n *\n * THE SOFTWARE IS PROVIDED \"AS IS\", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR\n * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,\n * FITNESS FOR A PARTICULAR PURPOSE AND NON-INFRINGEMENT. IN NO EVENT SHALL THE\n * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER\n * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING\n * FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS\n * IN THE SOFTWARE.\n */\n\nimport {\n Observable,\n Subject,\n asyncScheduler,\n defer,\n finalize,\n fromEvent,\n map,\n mergeMap,\n observeOn,\n of,\n shareReplay,\n startWith,\n tap\n} from \"rxjs\"\n\nimport { getElements } from \"~/browser\"\n\nimport { Component } from \"../_\"\n\n/* ----------------------------------------------------------------------------\n * Types\n * ------------------------------------------------------------------------- */\n\n/**\n * Palette colors\n */\nexport interface PaletteColor {\n scheme?: string /* Color scheme */\n primary?: string /* Primary color */\n accent?: string /* Accent color */\n}\n\n/**\n * Palette\n */\nexport interface Palette {\n index: number /* Palette index */\n color: PaletteColor /* Palette colors */\n}\n\n/* ----------------------------------------------------------------------------\n * Functions\n * ------------------------------------------------------------------------- */\n\n/**\n * Watch color palette\n *\n * @param inputs - Color palette element\n *\n * @returns Color palette observable\n */\nexport function watchPalette(\n inputs: HTMLInputElement[]\n): Observable {\n const current = __md_get(\"__palette\") || {\n index: inputs.findIndex(input => matchMedia(\n input.getAttribute(\"data-md-color-media\")!\n ).matches)\n }\n\n /* Emit changes in color palette */\n return of(...inputs)\n .pipe(\n mergeMap(input => fromEvent(input, \"change\")\n .pipe(\n map(() => input)\n )\n ),\n startWith(inputs[Math.max(0, current.index)]),\n map(input => ({\n index: inputs.indexOf(input),\n color: {\n scheme: input.getAttribute(\"data-md-color-scheme\"),\n primary: input.getAttribute(\"data-md-color-primary\"),\n accent: input.getAttribute(\"data-md-color-accent\")\n }\n } as Palette)),\n shareReplay(1)\n )\n}\n\n/**\n * Mount color palette\n *\n * @param el - Color palette element\n *\n * @returns Color palette component observable\n */\nexport function mountPalette(\n el: HTMLElement\n): Observable> {\n return defer(() => {\n const push$ = new Subject()\n push$.subscribe(palette => {\n document.body.setAttribute(\"data-md-color-switching\", \"\")\n\n /* Set color palette */\n for (const [key, value] of Object.entries(palette.color))\n document.body.setAttribute(`data-md-color-${key}`, value)\n\n /* Toggle visibility */\n for (let index = 0; index < inputs.length; index++) {\n const label = inputs[index].nextElementSibling\n if (label instanceof HTMLElement)\n label.hidden = palette.index !== index\n }\n\n /* Persist preference in local storage */\n __md_set(\"__palette\", palette)\n })\n\n /* Revert transition durations after color switch */\n push$.pipe(observeOn(asyncScheduler))\n .subscribe(() => {\n document.body.removeAttribute(\"data-md-color-switching\")\n })\n\n /* Create and return component */\n const inputs = getElements(\"input\", el)\n return watchPalette(inputs)\n .pipe(\n tap(state => push$.next(state)),\n finalize(() => push$.complete()),\n map(state => ({ ref: el, ...state }))\n )\n })\n}\n", "/*\n * Copyright (c) 2016-2022 Martin Donath \n *\n * Permission is hereby granted, free of charge, to any person obtaining a copy\n * of this software and associated documentation files (the \"Software\"), to\n * deal in the Software without restriction, including without limitation the\n * rights to use, copy, modify, merge, publish, distribute, sublicense, and/or\n * sell copies of the Software, and to permit persons to whom the Software is\n * furnished to do so, subject to the following conditions:\n *\n * The above copyright notice and this permission notice shall be included in\n * all copies or substantial portions of the Software.\n *\n * THE SOFTWARE IS PROVIDED \"AS IS\", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR\n * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,\n * FITNESS FOR A PARTICULAR PURPOSE AND NON-INFRINGEMENT. IN NO EVENT SHALL THE\n * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER\n * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING\n * FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS\n * IN THE SOFTWARE.\n */\n\nimport ClipboardJS from \"clipboard\"\nimport {\n Observable,\n Subject,\n map,\n tap\n} from \"rxjs\"\n\nimport { translation } from \"~/_\"\nimport { getElement } from \"~/browser\"\n\n/* ----------------------------------------------------------------------------\n * Helper types\n * ------------------------------------------------------------------------- */\n\n/**\n * Setup options\n */\ninterface SetupOptions {\n alert$: Subject /* Alert subject */\n}\n\n/* ----------------------------------------------------------------------------\n * Helper functions\n * ------------------------------------------------------------------------- */\n\n/**\n * Extract text to copy\n *\n * @param el - HTML element\n *\n * @returns Extracted text\n */\nfunction extract(el: HTMLElement): string {\n el.setAttribute(\"data-md-copying\", \"\")\n const text = el.innerText\n el.removeAttribute(\"data-md-copying\")\n return text\n}\n\n/* ----------------------------------------------------------------------------\n * Functions\n * ------------------------------------------------------------------------- */\n\n/**\n * Set up Clipboard.js integration\n *\n * @param options - Options\n */\nexport function setupClipboardJS(\n { alert$ }: SetupOptions\n): void {\n if (ClipboardJS.isSupported()) {\n new Observable(subscriber => {\n new ClipboardJS(\"[data-clipboard-target], [data-clipboard-text]\", {\n text: el => (\n el.getAttribute(\"data-clipboard-text\")! ||\n extract(getElement(\n el.getAttribute(\"data-clipboard-target\")!\n ))\n )\n })\n .on(\"success\", ev => subscriber.next(ev))\n })\n .pipe(\n tap(ev => {\n const trigger = ev.trigger as HTMLElement\n trigger.focus()\n }),\n map(() => translation(\"clipboard.copied\"))\n )\n .subscribe(alert$)\n }\n}\n", "/*\n * Copyright (c) 2016-2022 Martin Donath \n *\n * Permission is hereby granted, free of charge, to any person obtaining a copy\n * of this software and associated documentation files (the \"Software\"), to\n * deal in the Software without restriction, including without limitation the\n * rights to use, copy, modify, merge, publish, distribute, sublicense, and/or\n * sell copies of the Software, and to permit persons to whom the Software is\n * furnished to do so, subject to the following conditions:\n *\n * The above copyright notice and this permission notice shall be included in\n * all copies or substantial portions of the Software.\n *\n * THE SOFTWARE IS PROVIDED \"AS IS\", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR\n * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,\n * FITNESS FOR A PARTICULAR PURPOSE AND NON-INFRINGEMENT. IN NO EVENT SHALL THE\n * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER\n * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING\n * FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS\n * IN THE SOFTWARE.\n */\n\nimport {\n EMPTY,\n Observable,\n catchError,\n defaultIfEmpty,\n map,\n of,\n tap\n} from \"rxjs\"\n\nimport { configuration } from \"~/_\"\nimport { getElements, requestXML } from \"~/browser\"\n\n/* ----------------------------------------------------------------------------\n * Types\n * ------------------------------------------------------------------------- */\n\n/**\n * Sitemap, i.e. a list of URLs\n */\nexport type Sitemap = string[]\n\n/* ----------------------------------------------------------------------------\n * Helper functions\n * ------------------------------------------------------------------------- */\n\n/**\n * Preprocess a list of URLs\n *\n * This function replaces the `site_url` in the sitemap with the actual base\n * URL, to allow instant loading to work in occasions like Netlify previews.\n *\n * @param urls - URLs\n *\n * @returns URL path parts\n */\nfunction preprocess(urls: Sitemap): Sitemap {\n if (urls.length < 2)\n return [\"\"]\n\n /* Take the first two URLs and remove everything after the last slash */\n const [root, next] = [...urls]\n .sort((a, b) => a.length - b.length)\n .map(url => url.replace(/[^/]+$/, \"\"))\n\n /* Compute common prefix */\n let index = 0\n if (root === next)\n index = root.length\n else\n while (root.charCodeAt(index) === next.charCodeAt(index))\n index++\n\n /* Remove common prefix and return in original order */\n return urls.map(url => url.replace(root.slice(0, index), \"\"))\n}\n\n/* ----------------------------------------------------------------------------\n * Functions\n * ------------------------------------------------------------------------- */\n\n/**\n * Fetch the sitemap for the given base URL\n *\n * @param base - Base URL\n *\n * @returns Sitemap observable\n */\nexport function fetchSitemap(base?: URL): Observable {\n const cached = __md_get(\"__sitemap\", sessionStorage, base)\n if (cached) {\n return of(cached)\n } else {\n const config = configuration()\n return requestXML(new URL(\"sitemap.xml\", base || config.base))\n .pipe(\n map(sitemap => preprocess(getElements(\"loc\", sitemap)\n .map(node => node.textContent!)\n )),\n catchError(() => EMPTY), // @todo refactor instant loading\n defaultIfEmpty([]),\n tap(sitemap => __md_set(\"__sitemap\", sitemap, sessionStorage, base))\n )\n }\n}\n", "/*\n * Copyright (c) 2016-2022 Martin Donath \n *\n * Permission is hereby granted, free of charge, to any person obtaining a copy\n * of this software and associated documentation files (the \"Software\"), to\n * deal in the Software without restriction, including without limitation the\n * rights to use, copy, modify, merge, publish, distribute, sublicense, and/or\n * sell copies of the Software, and to permit persons to whom the Software is\n * furnished to do so, subject to the following conditions:\n *\n * The above copyright notice and this permission notice shall be included in\n * all copies or substantial portions of the Software.\n *\n * THE SOFTWARE IS PROVIDED \"AS IS\", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR\n * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,\n * FITNESS FOR A PARTICULAR PURPOSE AND NON-INFRINGEMENT. IN NO EVENT SHALL THE\n * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER\n * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING\n * FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS\n * IN THE SOFTWARE.\n */\n\nimport {\n EMPTY,\n NEVER,\n Observable,\n Subject,\n bufferCount,\n catchError,\n concatMap,\n debounceTime,\n distinctUntilChanged,\n distinctUntilKeyChanged,\n filter,\n fromEvent,\n map,\n merge,\n of,\n sample,\n share,\n skip,\n skipUntil,\n switchMap\n} from \"rxjs\"\n\nimport { configuration, feature } from \"~/_\"\nimport {\n Viewport,\n ViewportOffset,\n getElements,\n getOptionalElement,\n request,\n setLocation,\n setLocationHash\n} from \"~/browser\"\nimport { getComponentElement } from \"~/components\"\nimport { h } from \"~/utilities\"\n\nimport { fetchSitemap } from \"../sitemap\"\n\n/* ----------------------------------------------------------------------------\n * Types\n * ------------------------------------------------------------------------- */\n\n/**\n * History state\n */\nexport interface HistoryState {\n url: URL /* State URL */\n offset?: ViewportOffset /* State viewport offset */\n}\n\n/* ----------------------------------------------------------------------------\n * Helper types\n * ------------------------------------------------------------------------- */\n\n/**\n * Setup options\n */\ninterface SetupOptions {\n document$: Subject /* Document subject */\n location$: Subject /* Location subject */\n viewport$: Observable /* Viewport observable */\n}\n\n/* ----------------------------------------------------------------------------\n * Functions\n * ------------------------------------------------------------------------- */\n\n/**\n * Set up instant loading\n *\n * When fetching, theoretically, we could use `responseType: \"document\"`, but\n * since all MkDocs links are relative, we need to make sure that the current\n * location matches the document we just loaded. Otherwise any relative links\n * in the document could use the old location.\n *\n * This is the reason why we need to synchronize history events and the process\n * of fetching the document for navigation changes (except `popstate` events):\n *\n * 1. Fetch document via `XMLHTTPRequest`\n * 2. Set new location via `history.pushState`\n * 3. Parse and emit fetched document\n *\n * For `popstate` events, we must not use `history.pushState`, or the forward\n * history will be irreversibly overwritten. In case the request fails, the\n * location change is dispatched regularly.\n *\n * @param options - Options\n */\nexport function setupInstantLoading(\n { document$, location$, viewport$ }: SetupOptions\n): void {\n const config = configuration()\n if (location.protocol === \"file:\")\n return\n\n /* Disable automatic scroll restoration */\n if (\"scrollRestoration\" in history) {\n history.scrollRestoration = \"manual\"\n\n /* Hack: ensure that reloads restore viewport offset */\n fromEvent(window, \"beforeunload\")\n .subscribe(() => {\n history.scrollRestoration = \"auto\"\n })\n }\n\n /* Hack: ensure absolute favicon link to omit 404s when switching */\n const favicon = getOptionalElement(\"link[rel=icon]\")\n if (typeof favicon !== \"undefined\")\n favicon.href = favicon.href\n\n /* Intercept internal navigation */\n const push$ = fetchSitemap()\n .pipe(\n map(paths => paths.map(path => `${new URL(path, config.base)}`)),\n switchMap(urls => fromEvent(document.body, \"click\")\n .pipe(\n filter(ev => !ev.metaKey && !ev.ctrlKey),\n switchMap(ev => {\n if (ev.target instanceof Element) {\n const el = ev.target.closest(\"a\")\n if (el && !el.target) {\n const url = new URL(el.href)\n\n /* Canonicalize URL */\n url.search = \"\"\n url.hash = \"\"\n\n /* Check if URL should be intercepted */\n if (\n url.pathname !== location.pathname &&\n urls.includes(url.toString())\n ) {\n ev.preventDefault()\n return of({\n url: new URL(el.href)\n })\n }\n }\n }\n return NEVER\n })\n )\n ),\n share()\n )\n\n /* Intercept history back and forward */\n const pop$ = fromEvent(window, \"popstate\")\n .pipe(\n filter(ev => ev.state !== null),\n map(ev => ({\n url: new URL(location.href),\n offset: ev.state\n })),\n share()\n )\n\n /* Emit location change */\n merge(push$, pop$)\n .pipe(\n distinctUntilChanged((a, b) => a.url.href === b.url.href),\n map(({ url }) => url)\n )\n .subscribe(location$)\n\n /* Fetch document via `XMLHTTPRequest` */\n const response$ = location$\n .pipe(\n distinctUntilKeyChanged(\"pathname\"),\n switchMap(url => request(url.href)\n .pipe(\n catchError(() => {\n setLocation(url)\n return NEVER\n })\n )\n ),\n share()\n )\n\n /* Set new location via `history.pushState` */\n push$\n .pipe(\n sample(response$)\n )\n .subscribe(({ url }) => {\n history.pushState({}, \"\", `${url}`)\n })\n\n /* Parse and emit fetched document */\n const dom = new DOMParser()\n response$\n .pipe(\n switchMap(res => res.text()),\n map(res => dom.parseFromString(res, \"text/html\"))\n )\n .subscribe(document$)\n\n /* Replace meta tags and components */\n document$\n .pipe(\n skip(1)\n )\n .subscribe(replacement => {\n for (const selector of [\n\n /* Meta tags */\n \"title\",\n \"link[rel=canonical]\",\n \"meta[name=author]\",\n \"meta[name=description]\",\n\n /* Components */\n \"[data-md-component=announce]\",\n \"[data-md-component=container]\",\n \"[data-md-component=header-topic]\",\n \"[data-md-component=outdated]\",\n \"[data-md-component=logo]\",\n \"[data-md-component=skip]\",\n ...feature(\"navigation.tabs.sticky\")\n ? [\"[data-md-component=tabs]\"]\n : []\n ]) {\n const source = getOptionalElement(selector)\n const target = getOptionalElement(selector, replacement)\n if (\n typeof source !== \"undefined\" &&\n typeof target !== \"undefined\"\n ) {\n source.replaceWith(target)\n }\n }\n })\n\n /* Re-evaluate scripts */\n document$\n .pipe(\n skip(1),\n map(() => getComponentElement(\"container\")),\n switchMap(el => getElements(\"script\", el)),\n concatMap(el => {\n const script = h(\"script\")\n if (el.src) {\n for (const name of el.getAttributeNames())\n script.setAttribute(name, el.getAttribute(name)!)\n el.replaceWith(script)\n\n /* Complete when script is loaded */\n return new Observable(observer => {\n script.onload = () => observer.complete()\n })\n\n /* Complete immediately */\n } else {\n script.textContent = el.textContent\n el.replaceWith(script)\n return EMPTY\n }\n })\n )\n .subscribe()\n\n /* Emit history state change */\n merge(push$, pop$)\n .pipe(\n sample(document$)\n )\n .subscribe(({ url, offset }) => {\n if (url.hash && !offset) {\n setLocationHash(url.hash)\n } else {\n window.scrollTo(0, offset?.y || 0)\n }\n })\n\n /* Debounce update of viewport offset */\n viewport$\n .pipe(\n skipUntil(push$),\n debounceTime(250),\n distinctUntilKeyChanged(\"offset\")\n )\n .subscribe(({ offset }) => {\n history.replaceState(offset, \"\")\n })\n\n /* Set viewport offset from history */\n merge(push$, pop$)\n .pipe(\n bufferCount(2, 1),\n filter(([a, b]) => a.url.pathname === b.url.pathname),\n map(([, state]) => state)\n )\n .subscribe(({ offset }) => {\n window.scrollTo(0, offset?.y || 0)\n })\n}\n", "/*\n * Copyright (c) 2016-2022 Martin Donath \n *\n * Permission is hereby granted, free of charge, to any person obtaining a copy\n * of this software and associated documentation files (the \"Software\"), to\n * deal in the Software without restriction, including without limitation the\n * rights to use, copy, modify, merge, publish, distribute, sublicense, and/or\n * sell copies of the Software, and to permit persons to whom the Software is\n * furnished to do so, subject to the following conditions:\n *\n * The above copyright notice and this permission notice shall be included in\n * all copies or substantial portions of the Software.\n *\n * THE SOFTWARE IS PROVIDED \"AS IS\", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR\n * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,\n * FITNESS FOR A PARTICULAR PURPOSE AND NON-INFRINGEMENT. IN NO EVENT SHALL THE\n * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER\n * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING\n * FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS\n * IN THE SOFTWARE.\n */\n\nimport escapeHTML from \"escape-html\"\n\nimport { SearchIndexDocument } from \"../_\"\n\n/* ----------------------------------------------------------------------------\n * Types\n * ------------------------------------------------------------------------- */\n\n/**\n * Search document\n */\nexport interface SearchDocument extends SearchIndexDocument {\n parent?: SearchIndexDocument /* Parent article */\n}\n\n/* ------------------------------------------------------------------------- */\n\n/**\n * Search document mapping\n */\nexport type SearchDocumentMap = Map\n\n/* ----------------------------------------------------------------------------\n * Functions\n * ------------------------------------------------------------------------- */\n\n/**\n * Create a search document mapping\n *\n * @param docs - Search index documents\n *\n * @returns Search document map\n */\nexport function setupSearchDocumentMap(\n docs: SearchIndexDocument[]\n): SearchDocumentMap {\n const documents = new Map()\n const parents = new Set()\n for (const doc of docs) {\n const [path, hash] = doc.location.split(\"#\")\n\n /* Extract location, title and tags */\n const location = doc.location\n const title = doc.title\n const tags = doc.tags\n\n /* Escape and cleanup text */\n const text = escapeHTML(doc.text)\n .replace(/\\s+(?=[,.:;!?])/g, \"\")\n .replace(/\\s+/g, \" \")\n\n /* Handle section */\n if (hash) {\n const parent = documents.get(path)!\n\n /* Ignore first section, override article */\n if (!parents.has(parent)) {\n parent.title = doc.title\n parent.text = text\n\n /* Remember that we processed the article */\n parents.add(parent)\n\n /* Add subsequent section */\n } else {\n documents.set(location, {\n location,\n title,\n text,\n parent\n })\n }\n\n /* Add article */\n } else {\n documents.set(location, {\n location,\n title,\n text,\n ...tags && { tags }\n })\n }\n }\n return documents\n}\n", "/*\n * Copyright (c) 2016-2022 Martin Donath \n *\n * Permission is hereby granted, free of charge, to any person obtaining a copy\n * of this software and associated documentation files (the \"Software\"), to\n * deal in the Software without restriction, including without limitation the\n * rights to use, copy, modify, merge, publish, distribute, sublicense, and/or\n * sell copies of the Software, and to permit persons to whom the Software is\n * furnished to do so, subject to the following conditions:\n *\n * The above copyright notice and this permission notice shall be included in\n * all copies or substantial portions of the Software.\n *\n * THE SOFTWARE IS PROVIDED \"AS IS\", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR\n * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,\n * FITNESS FOR A PARTICULAR PURPOSE AND NON-INFRINGEMENT. IN NO EVENT SHALL THE\n * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER\n * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING\n * FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS\n * IN THE SOFTWARE.\n */\n\nimport escapeHTML from \"escape-html\"\n\nimport { SearchIndexConfig } from \"../_\"\n\n/* ----------------------------------------------------------------------------\n * Types\n * ------------------------------------------------------------------------- */\n\n/**\n * Search highlight function\n *\n * @param value - Value\n *\n * @returns Highlighted value\n */\nexport type SearchHighlightFn = (value: string) => string\n\n/**\n * Search highlight factory function\n *\n * @param query - Query value\n *\n * @returns Search highlight function\n */\nexport type SearchHighlightFactoryFn = (query: string) => SearchHighlightFn\n\n/* ----------------------------------------------------------------------------\n * Functions\n * ------------------------------------------------------------------------- */\n\n/**\n * Create a search highlighter\n *\n * @param config - Search index configuration\n * @param escape - Whether to escape HTML\n *\n * @returns Search highlight factory function\n */\nexport function setupSearchHighlighter(\n config: SearchIndexConfig, escape: boolean\n): SearchHighlightFactoryFn {\n const separator = new RegExp(config.separator, \"img\")\n const highlight = (_: unknown, data: string, term: string) => {\n return `${data}${term}`\n }\n\n /* Return factory function */\n return (query: string) => {\n query = query\n .replace(/[\\s*+\\-:~^]+/g, \" \")\n .trim()\n\n /* Create search term match expression */\n const match = new RegExp(`(^|${config.separator})(${\n query\n .replace(/[|\\\\{}()[\\]^$+*?.-]/g, \"\\\\$&\")\n .replace(separator, \"|\")\n })`, \"img\")\n\n /* Highlight string value */\n return value => (\n escape\n ? escapeHTML(value)\n : value\n )\n .replace(match, highlight)\n .replace(/<\\/mark>(\\s+)]*>/img, \"$1\")\n }\n}\n", "/*\n * Copyright (c) 2016-2022 Martin Donath \n *\n * Permission is hereby granted, free of charge, to any person obtaining a copy\n * of this software and associated documentation files (the \"Software\"), to\n * deal in the Software without restriction, including without limitation the\n * rights to use, copy, modify, merge, publish, distribute, sublicense, and/or\n * sell copies of the Software, and to permit persons to whom the Software is\n * furnished to do so, subject to the following conditions:\n *\n * The above copyright notice and this permission notice shall be included in\n * all copies or substantial portions of the Software.\n *\n * THE SOFTWARE IS PROVIDED \"AS IS\", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR\n * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,\n * FITNESS FOR A PARTICULAR PURPOSE AND NON-INFRINGEMENT. IN NO EVENT SHALL THE\n * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER\n * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING\n * FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS\n * IN THE SOFTWARE.\n */\n\n/* ----------------------------------------------------------------------------\n * Types\n * ------------------------------------------------------------------------- */\n\n/**\n * Search transformation function\n *\n * @param value - Query value\n *\n * @returns Transformed query value\n */\nexport type SearchTransformFn = (value: string) => string\n\n/* ----------------------------------------------------------------------------\n * Functions\n * ------------------------------------------------------------------------- */\n\n/**\n * Default transformation function\n *\n * 1. Search for terms in quotation marks and prepend a `+` modifier to denote\n * that the resulting document must contain all terms, converting the query\n * to an `AND` query (as opposed to the default `OR` behavior). While users\n * may expect terms enclosed in quotation marks to map to span queries, i.e.\n * for which order is important, Lunr.js doesn't support them, so the best\n * we can do is to convert the terms to an `AND` query.\n *\n * 2. Replace control characters which are not located at the beginning of the\n * query or preceded by white space, or are not followed by a non-whitespace\n * character or are at the end of the query string. Furthermore, filter\n * unmatched quotation marks.\n *\n * 3. Trim excess whitespace from left and right.\n *\n * @param query - Query value\n *\n * @returns Transformed query value\n */\nexport function defaultTransform(query: string): string {\n return query\n .split(/\"([^\"]+)\"/g) /* => 1 */\n .map((terms, index) => index & 1\n ? terms.replace(/^\\b|^(?![^\\x00-\\x7F]|$)|\\s+/g, \" +\")\n : terms\n )\n .join(\"\")\n .replace(/\"|(?:^|\\s+)[*+\\-:^~]+(?=\\s+|$)/g, \"\") /* => 2 */\n .trim() /* => 3 */\n}\n", "/*\n * Copyright (c) 2016-2022 Martin Donath \n *\n * Permission is hereby granted, free of charge, to any person obtaining a copy\n * of this software and associated documentation files (the \"Software\"), to\n * deal in the Software without restriction, including without limitation the\n * rights to use, copy, modify, merge, publish, distribute, sublicense, and/or\n * sell copies of the Software, and to permit persons to whom the Software is\n * furnished to do so, subject to the following conditions:\n *\n * The above copyright notice and this permission notice shall be included in\n * all copies or substantial portions of the Software.\n *\n * THE SOFTWARE IS PROVIDED \"AS IS\", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR\n * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,\n * FITNESS FOR A RTICULAR PURPOSE AND NON-INFRINGEMENT. IN NO EVENT SHALL THE\n * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER\n * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING\n * FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS\n * IN THE SOFTWARE.\n */\n\nimport { SearchIndex, SearchResult } from \"../../_\"\n\n/* ----------------------------------------------------------------------------\n * Types\n * ------------------------------------------------------------------------- */\n\n/**\n * Search message type\n */\nexport const enum SearchMessageType {\n SETUP, /* Search index setup */\n READY, /* Search index ready */\n QUERY, /* Search query */\n RESULT /* Search results */\n}\n\n/* ------------------------------------------------------------------------- */\n\n/**\n * Message containing the data necessary to setup the search index\n */\nexport interface SearchSetupMessage {\n type: SearchMessageType.SETUP /* Message type */\n data: SearchIndex /* Message data */\n}\n\n/**\n * Message indicating the search index is ready\n */\nexport interface SearchReadyMessage {\n type: SearchMessageType.READY /* Message type */\n}\n\n/**\n * Message containing a search query\n */\nexport interface SearchQueryMessage {\n type: SearchMessageType.QUERY /* Message type */\n data: string /* Message data */\n}\n\n/**\n * Message containing results for a search query\n */\nexport interface SearchResultMessage {\n type: SearchMessageType.RESULT /* Message type */\n data: SearchResult /* Message data */\n}\n\n/* ------------------------------------------------------------------------- */\n\n/**\n * Message exchanged with the search worker\n */\nexport type SearchMessage =\n | SearchSetupMessage\n | SearchReadyMessage\n | SearchQueryMessage\n | SearchResultMessage\n\n/* ----------------------------------------------------------------------------\n * Functions\n * ------------------------------------------------------------------------- */\n\n/**\n * Type guard for search setup messages\n *\n * @param message - Search worker message\n *\n * @returns Test result\n */\nexport function isSearchSetupMessage(\n message: SearchMessage\n): message is SearchSetupMessage {\n return message.type === SearchMessageType.SETUP\n}\n\n/**\n * Type guard for search ready messages\n *\n * @param message - Search worker message\n *\n * @returns Test result\n */\nexport function isSearchReadyMessage(\n message: SearchMessage\n): message is SearchReadyMessage {\n return message.type === SearchMessageType.READY\n}\n\n/**\n * Type guard for search query messages\n *\n * @param message - Search worker message\n *\n * @returns Test result\n */\nexport function isSearchQueryMessage(\n message: SearchMessage\n): message is SearchQueryMessage {\n return message.type === SearchMessageType.QUERY\n}\n\n/**\n * Type guard for search result messages\n *\n * @param message - Search worker message\n *\n * @returns Test result\n */\nexport function isSearchResultMessage(\n message: SearchMessage\n): message is SearchResultMessage {\n return message.type === SearchMessageType.RESULT\n}\n", "/*\n * Copyright (c) 2016-2022 Martin Donath \n *\n * Permission is hereby granted, free of charge, to any person obtaining a copy\n * of this software and associated documentation files (the \"Software\"), to\n * deal in the Software without restriction, including without limitation the\n * rights to use, copy, modify, merge, publish, distribute, sublicense, and/or\n * sell copies of the Software, and to permit persons to whom the Software is\n * furnished to do so, subject to the following conditions:\n *\n * The above copyright notice and this permission notice shall be included in\n * all copies or substantial portions of the Software.\n *\n * THE SOFTWARE IS PROVIDED \"AS IS\", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR\n * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,\n * FITNESS FOR A RTICULAR PURPOSE AND NON-INFRINGEMENT. IN NO EVENT SHALL THE\n * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER\n * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING\n * FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS\n * IN THE SOFTWARE.\n */\n\nimport {\n ObservableInput,\n Subject,\n from,\n map,\n share\n} from \"rxjs\"\n\nimport { configuration, feature, translation } from \"~/_\"\nimport { WorkerHandler, watchWorker } from \"~/browser\"\n\nimport { SearchIndex } from \"../../_\"\nimport {\n SearchOptions,\n SearchPipeline\n} from \"../../options\"\nimport {\n SearchMessage,\n SearchMessageType,\n SearchSetupMessage,\n isSearchResultMessage\n} from \"../message\"\n\n/* ----------------------------------------------------------------------------\n * Types\n * ------------------------------------------------------------------------- */\n\n/**\n * Search worker\n */\nexport type SearchWorker = WorkerHandler\n\n/* ----------------------------------------------------------------------------\n * Helper functions\n * ------------------------------------------------------------------------- */\n\n/**\n * Set up search index\n *\n * @param data - Search index\n *\n * @returns Search index\n */\nfunction setupSearchIndex({ config, docs }: SearchIndex): SearchIndex {\n\n /* Override default language with value from translation */\n if (config.lang.length === 1 && config.lang[0] === \"en\")\n config.lang = [\n translation(\"search.config.lang\")\n ]\n\n /* Override default separator with value from translation */\n if (config.separator === \"[\\\\s\\\\-]+\")\n config.separator = translation(\"search.config.separator\")\n\n /* Set pipeline from translation */\n const pipeline = translation(\"search.config.pipeline\")\n .split(/\\s*,\\s*/)\n .filter(Boolean) as SearchPipeline\n\n /* Determine search options */\n const options: SearchOptions = {\n pipeline,\n suggestions: feature(\"search.suggest\")\n }\n\n /* Return search index after defaulting */\n return { config, docs, options }\n}\n\n/* ----------------------------------------------------------------------------\n * Functions\n * ------------------------------------------------------------------------- */\n\n/**\n * Set up search worker\n *\n * This function creates a web worker to set up and query the search index,\n * which is done using Lunr.js. The index must be passed as an observable to\n * enable hacks like _localsearch_ via search index embedding as JSON.\n *\n * @param url - Worker URL\n * @param index - Search index observable input\n *\n * @returns Search worker\n */\nexport function setupSearchWorker(\n url: string, index: ObservableInput\n): SearchWorker {\n const config = configuration()\n const worker = new Worker(url)\n\n /* Create communication channels and resolve relative links */\n const tx$ = new Subject()\n const rx$ = watchWorker(worker, { tx$ })\n .pipe(\n map(message => {\n if (isSearchResultMessage(message)) {\n for (const result of message.data.items)\n for (const document of result)\n document.location = `${new URL(document.location, config.base)}`\n }\n return message\n }),\n share()\n )\n\n /* Set up search index */\n from(index)\n .pipe(\n map(data => ({\n type: SearchMessageType.SETUP,\n data: setupSearchIndex(data)\n } as SearchSetupMessage))\n )\n .subscribe(tx$.next.bind(tx$))\n\n /* Return search worker */\n return { tx$, rx$ }\n}\n", "/*\n * Copyright (c) 2016-2022 Martin Donath \n *\n * Permission is hereby granted, free of charge, to any person obtaining a copy\n * of this software and associated documentation files (the \"Software\"), to\n * deal in the Software without restriction, including without limitation the\n * rights to use, copy, modify, merge, publish, distribute, sublicense, and/or\n * sell copies of the Software, and to permit persons to whom the Software is\n * furnished to do so, subject to the following conditions:\n *\n * The above copyright notice and this permission notice shall be included in\n * all copies or substantial portions of the Software.\n *\n * THE SOFTWARE IS PROVIDED \"AS IS\", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR\n * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,\n * FITNESS FOR A PARTICULAR PURPOSE AND NON-INFRINGEMENT. IN NO EVENT SHALL THE\n * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER\n * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING\n * FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS\n * IN THE SOFTWARE.\n */\n\nimport {\n EMPTY,\n Subject,\n catchError,\n combineLatest,\n filter,\n fromEvent,\n map,\n of,\n switchMap,\n withLatestFrom\n} from \"rxjs\"\n\nimport { configuration } from \"~/_\"\nimport {\n getElement,\n getLocation,\n requestJSON,\n setLocation\n} from \"~/browser\"\nimport { getComponentElements } from \"~/components\"\nimport {\n Version,\n renderVersionSelector\n} from \"~/templates\"\n\nimport { fetchSitemap } from \"../sitemap\"\n\n/* ----------------------------------------------------------------------------\n * Helper types\n * ------------------------------------------------------------------------- */\n\n/**\n * Setup options\n */\ninterface SetupOptions {\n document$: Subject /* Document subject */\n}\n\n/* ----------------------------------------------------------------------------\n * Functions\n * ------------------------------------------------------------------------- */\n\n/**\n * Set up version selector\n *\n * @param options - Options\n */\nexport function setupVersionSelector(\n { document$ }: SetupOptions\n): void {\n const config = configuration()\n const versions$ = requestJSON(\n new URL(\"../versions.json\", config.base)\n )\n .pipe(\n catchError(() => EMPTY) // @todo refactor instant loading\n )\n\n /* Determine current version */\n const current$ = versions$\n .pipe(\n map(versions => {\n const [, current] = config.base.match(/([^/]+)\\/?$/)!\n return versions.find(({ version, aliases }) => (\n version === current || aliases.includes(current)\n )) || versions[0]\n })\n )\n\n /* Intercept inter-version navigation */\n versions$\n .pipe(\n map(versions => new Map(versions.map(version => [\n `${new URL(`../${version.version}/`, config.base)}`,\n version\n ]))),\n switchMap(urls => fromEvent(document.body, \"click\")\n .pipe(\n filter(ev => !ev.metaKey && !ev.ctrlKey),\n withLatestFrom(current$),\n switchMap(([ev, current]) => {\n if (ev.target instanceof Element) {\n const el = ev.target.closest(\"a\")\n if (el && !el.target && urls.has(el.href)) {\n const url = el.href\n // This is a temporary hack to detect if a version inside the\n // version selector or on another part of the site was clicked.\n // If we're inside the version selector, we definitely want to\n // find the same page, as we might have different deployments\n // due to aliases. However, if we're outside the version\n // selector, we must abort here, because we might otherwise\n // interfere with instant loading. We need to refactor this\n // at some point together with instant loading.\n //\n // See https://github.com/squidfunk/mkdocs-material/issues/4012\n if (!ev.target.closest(\".md-version\")) {\n const version = urls.get(url)!\n if (version === current)\n return EMPTY\n }\n ev.preventDefault()\n return of(url)\n }\n }\n return EMPTY\n }),\n switchMap(url => {\n const { version } = urls.get(url)!\n return fetchSitemap(new URL(url))\n .pipe(\n map(sitemap => {\n const location = getLocation()\n const path = location.href.replace(config.base, \"\")\n return sitemap.includes(path.split(\"#\")[0])\n ? new URL(`../${version}/${path}`, config.base)\n : new URL(url)\n })\n )\n })\n )\n )\n )\n .subscribe(url => setLocation(url))\n\n /* Render version selector and warning */\n combineLatest([versions$, current$])\n .subscribe(([versions, current]) => {\n const topic = getElement(\".md-header__topic\")\n topic.appendChild(renderVersionSelector(versions, current))\n })\n\n /* Integrate outdated version banner with instant loading */\n document$.pipe(switchMap(() => current$))\n .subscribe(current => {\n\n /* Check if version state was already determined */\n let outdated = __md_get(\"__outdated\", sessionStorage)\n if (outdated === null) {\n const latest = config.version?.default || \"latest\"\n outdated = !current.aliases.includes(latest)\n\n /* Persist version state in session storage */\n __md_set(\"__outdated\", outdated, sessionStorage)\n }\n\n /* Unhide outdated version banner */\n if (outdated)\n for (const warning of getComponentElements(\"outdated\"))\n warning.hidden = false\n })\n}\n", "/*\n * Copyright (c) 2016-2022 Martin Donath \n *\n * Permission is hereby granted, free of charge, to any person obtaining a copy\n * of this software and associated documentation files (the \"Software\"), to\n * deal in the Software without restriction, including without limitation the\n * rights to use, copy, modify, merge, publish, distribute, sublicense, and/or\n * sell copies of the Software, and to permit persons to whom the Software is\n * furnished to do so, subject to the following conditions:\n *\n * The above copyright notice and this permission notice shall be included in\n * all copies or substantial portions of the Software.\n *\n * THE SOFTWARE IS PROVIDED \"AS IS\", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR\n * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,\n * FITNESS FOR A PARTICULAR PURPOSE AND NON-INFRINGEMENT. IN NO EVENT SHALL THE\n * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER\n * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING\n * FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS\n * IN THE SOFTWARE.\n */\n\nimport {\n Observable,\n Subject,\n combineLatest,\n delay,\n distinctUntilChanged,\n distinctUntilKeyChanged,\n filter,\n finalize,\n fromEvent,\n map,\n merge,\n share,\n shareReplay,\n startWith,\n take,\n takeLast,\n takeUntil,\n tap\n} from \"rxjs\"\n\nimport { translation } from \"~/_\"\nimport {\n getLocation,\n setToggle,\n watchElementFocus,\n watchToggle\n} from \"~/browser\"\nimport {\n SearchMessageType,\n SearchQueryMessage,\n SearchWorker,\n defaultTransform,\n isSearchReadyMessage\n} from \"~/integrations\"\n\nimport { Component } from \"../../_\"\n\n/* ----------------------------------------------------------------------------\n * Types\n * ------------------------------------------------------------------------- */\n\n/**\n * Search query\n */\nexport interface SearchQuery {\n value: string /* Query value */\n focus: boolean /* Query focus */\n}\n\n/* ----------------------------------------------------------------------------\n * Functions\n * ------------------------------------------------------------------------- */\n\n/**\n * Watch search query\n *\n * Note that the focus event which triggers re-reading the current query value\n * is delayed by `1ms` so the input's empty state is allowed to propagate.\n *\n * @param el - Search query element\n * @param worker - Search worker\n *\n * @returns Search query observable\n */\nexport function watchSearchQuery(\n el: HTMLInputElement, { rx$ }: SearchWorker\n): Observable {\n const fn = __search?.transform || defaultTransform\n\n /* Immediately show search dialog */\n const { searchParams } = getLocation()\n if (searchParams.has(\"q\"))\n setToggle(\"search\", true)\n\n /* Intercept query parameter (deep link) */\n const param$ = rx$\n .pipe(\n filter(isSearchReadyMessage),\n take(1),\n map(() => searchParams.get(\"q\") || \"\")\n )\n\n /* Remove query parameter when search is closed */\n watchToggle(\"search\")\n .pipe(\n filter(active => !active),\n take(1)\n )\n .subscribe(() => {\n const url = new URL(location.href)\n url.searchParams.delete(\"q\")\n history.replaceState({}, \"\", `${url}`)\n })\n\n /* Set query from parameter */\n param$.subscribe(value => { // TODO: not ideal - find a better way\n if (value) {\n el.value = value\n el.focus()\n }\n })\n\n /* Intercept focus and input events */\n const focus$ = watchElementFocus(el)\n const value$ = merge(\n fromEvent(el, \"keyup\"),\n fromEvent(el, \"focus\").pipe(delay(1)),\n param$\n )\n .pipe(\n map(() => fn(el.value)),\n startWith(\"\"),\n distinctUntilChanged(),\n )\n\n /* Combine into single observable */\n return combineLatest([value$, focus$])\n .pipe(\n map(([value, focus]) => ({ value, focus })),\n shareReplay(1)\n )\n}\n\n/**\n * Mount search query\n *\n * @param el - Search query element\n * @param worker - Search worker\n *\n * @returns Search query component observable\n */\nexport function mountSearchQuery(\n el: HTMLInputElement, { tx$, rx$ }: SearchWorker\n): Observable> {\n const push$ = new Subject()\n const done$ = push$.pipe(takeLast(1))\n\n /* Handle value changes */\n push$\n .pipe(\n distinctUntilKeyChanged(\"value\"),\n map(({ value }): SearchQueryMessage => ({\n type: SearchMessageType.QUERY,\n data: value\n }))\n )\n .subscribe(tx$.next.bind(tx$))\n\n /* Handle focus changes */\n push$\n .pipe(\n distinctUntilKeyChanged(\"focus\")\n )\n .subscribe(({ focus }) => {\n if (focus) {\n setToggle(\"search\", focus)\n el.placeholder = \"\"\n } else {\n el.placeholder = translation(\"search.placeholder\")\n }\n })\n\n /* Handle reset */\n fromEvent(el.form!, \"reset\")\n .pipe(\n takeUntil(done$)\n )\n .subscribe(() => el.focus())\n\n /* Create and return component */\n return watchSearchQuery(el, { tx$, rx$ })\n .pipe(\n tap(state => push$.next(state)),\n finalize(() => push$.complete()),\n map(state => ({ ref: el, ...state })),\n share()\n )\n}\n", "/*\n * Copyright (c) 2016-2022 Martin Donath \n *\n * Permission is hereby granted, free of charge, to any person obtaining a copy\n * of this software and associated documentation files (the \"Software\"), to\n * deal in the Software without restriction, including without limitation the\n * rights to use, copy, modify, merge, publish, distribute, sublicense, and/or\n * sell copies of the Software, and to permit persons to whom the Software is\n * furnished to do so, subject to the following conditions:\n *\n * The above copyright notice and this permission notice shall be included in\n * all copies or substantial portions of the Software.\n *\n * THE SOFTWARE IS PROVIDED \"AS IS\", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR\n * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,\n * FITNESS FOR A PARTICULAR PURPOSE AND NON-INFRINGEMENT. IN NO EVENT SHALL THE\n * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER\n * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING\n * FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS\n * IN THE SOFTWARE.\n */\n\nimport {\n Observable,\n Subject,\n bufferCount,\n filter,\n finalize,\n map,\n merge,\n of,\n skipUntil,\n switchMap,\n take,\n tap,\n withLatestFrom,\n zipWith\n} from \"rxjs\"\n\nimport { translation } from \"~/_\"\nimport {\n getElement,\n watchElementBoundary\n} from \"~/browser\"\nimport {\n SearchResult,\n SearchWorker,\n isSearchReadyMessage,\n isSearchResultMessage\n} from \"~/integrations\"\nimport { renderSearchResultItem } from \"~/templates\"\nimport { round } from \"~/utilities\"\n\nimport { Component } from \"../../_\"\nimport { SearchQuery } from \"../query\"\n\n/* ----------------------------------------------------------------------------\n * Helper types\n * ------------------------------------------------------------------------- */\n\n/**\n * Mount options\n */\ninterface MountOptions {\n query$: Observable /* Search query observable */\n}\n\n/* ----------------------------------------------------------------------------\n * Functions\n * ------------------------------------------------------------------------- */\n\n/**\n * Mount search result list\n *\n * This function performs a lazy rendering of the search results, depending on\n * the vertical offset of the search result container.\n *\n * @param el - Search result list element\n * @param worker - Search worker\n * @param options - Options\n *\n * @returns Search result list component observable\n */\nexport function mountSearchResult(\n el: HTMLElement, { rx$ }: SearchWorker, { query$ }: MountOptions\n): Observable> {\n const push$ = new Subject()\n const boundary$ = watchElementBoundary(el.parentElement!)\n .pipe(\n filter(Boolean)\n )\n\n /* Retrieve nested components */\n const meta = getElement(\":scope > :first-child\", el)\n const list = getElement(\":scope > :last-child\", el)\n\n /* Wait until search is ready */\n const ready$ = rx$\n .pipe(\n filter(isSearchReadyMessage),\n take(1)\n )\n\n /* Update search result metadata */\n push$\n .pipe(\n withLatestFrom(query$),\n skipUntil(ready$)\n )\n .subscribe(([{ items }, { value }]) => {\n if (value) {\n switch (items.length) {\n\n /* No results */\n case 0:\n meta.textContent = translation(\"search.result.none\")\n break\n\n /* One result */\n case 1:\n meta.textContent = translation(\"search.result.one\")\n break\n\n /* Multiple result */\n default:\n meta.textContent = translation(\n \"search.result.other\",\n round(items.length)\n )\n }\n } else {\n meta.textContent = translation(\"search.result.placeholder\")\n }\n })\n\n /* Update search result list */\n push$\n .pipe(\n tap(() => list.innerHTML = \"\"),\n switchMap(({ items }) => merge(\n of(...items.slice(0, 10)),\n of(...items.slice(10))\n .pipe(\n bufferCount(4),\n zipWith(boundary$),\n switchMap(([chunk]) => chunk)\n )\n ))\n )\n .subscribe(result => list.appendChild(\n renderSearchResultItem(result)\n ))\n\n /* Filter search result message */\n const result$ = rx$\n .pipe(\n filter(isSearchResultMessage),\n map(({ data }) => data)\n )\n\n /* Create and return component */\n return result$\n .pipe(\n tap(state => push$.next(state)),\n finalize(() => push$.complete()),\n map(state => ({ ref: el, ...state }))\n )\n}\n", "/*\n * Copyright (c) 2016-2022 Martin Donath \n *\n * Permission is hereby granted, free of charge, to any person obtaining a copy\n * of this software and associated documentation files (the \"Software\"), to\n * deal in the Software without restriction, including without limitation the\n * rights to use, copy, modify, merge, publish, distribute, sublicense, and/or\n * sell copies of the Software, and to permit persons to whom the Software is\n * furnished to do so, subject to the following conditions:\n *\n * The above copyright notice and this permission notice shall be included in\n * all copies or substantial portions of the Software.\n *\n * THE SOFTWARE IS PROVIDED \"AS IS\", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR\n * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,\n * FITNESS FOR A PARTICULAR PURPOSE AND NON-INFRINGEMENT. IN NO EVENT SHALL THE\n * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER\n * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING\n * FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS\n * IN THE SOFTWARE.\n */\n\nimport {\n Observable,\n Subject,\n finalize,\n fromEvent,\n map,\n tap\n} from \"rxjs\"\n\nimport { getLocation } from \"~/browser\"\n\nimport { Component } from \"../../_\"\nimport { SearchQuery } from \"../query\"\n\n/* ----------------------------------------------------------------------------\n * Types\n * ------------------------------------------------------------------------- */\n\n/**\n * Search sharing\n */\nexport interface SearchShare {\n url: URL /* Deep link for sharing */\n}\n\n/* ----------------------------------------------------------------------------\n * Helper types\n * ------------------------------------------------------------------------- */\n\n/**\n * Watch options\n */\ninterface WatchOptions {\n query$: Observable /* Search query observable */\n}\n\n/**\n * Mount options\n */\ninterface MountOptions {\n query$: Observable /* Search query observable */\n}\n\n/* ----------------------------------------------------------------------------\n * Functions\n * ------------------------------------------------------------------------- */\n\n/**\n * Mount search sharing\n *\n * @param _el - Search sharing element\n * @param options - Options\n *\n * @returns Search sharing observable\n */\nexport function watchSearchShare(\n _el: HTMLElement, { query$ }: WatchOptions\n): Observable {\n return query$\n .pipe(\n map(({ value }) => {\n const url = getLocation()\n url.hash = \"\"\n url.searchParams.delete(\"h\")\n url.searchParams.set(\"q\", value)\n return { url }\n })\n )\n}\n\n/**\n * Mount search sharing\n *\n * @param el - Search sharing element\n * @param options - Options\n *\n * @returns Search sharing component observable\n */\nexport function mountSearchShare(\n el: HTMLAnchorElement, options: MountOptions\n): Observable> {\n const push$ = new Subject()\n push$.subscribe(({ url }) => {\n el.setAttribute(\"data-clipboard-text\", el.href)\n el.href = `${url}`\n })\n\n /* Prevent following of link */\n fromEvent(el, \"click\")\n .subscribe(ev => ev.preventDefault())\n\n /* Create and return component */\n return watchSearchShare(el, options)\n .pipe(\n tap(state => push$.next(state)),\n finalize(() => push$.complete()),\n map(state => ({ ref: el, ...state }))\n )\n}\n", "/*\n * Copyright (c) 2016-2022 Martin Donath \n *\n * Permission is hereby granted, free of charge, to any person obtaining a copy\n * of this software and associated documentation files (the \"Software\"), to\n * deal in the Software without restriction, including without limitation the\n * rights to use, copy, modify, merge, publish, distribute, sublicense, and/or\n * sell copies of the Software, and to permit persons to whom the Software is\n * furnished to do so, subject to the following conditions:\n *\n * The above copyright notice and this permission notice shall be included in\n * all copies or substantial portions of the Software.\n *\n * THE SOFTWARE IS PROVIDED \"AS IS\", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR\n * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,\n * FITNESS FOR A PARTICULAR PURPOSE AND NON-INFRINGEMENT. IN NO EVENT SHALL THE\n * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER\n * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING\n * FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS\n * IN THE SOFTWARE.\n */\n\nimport {\n Observable,\n Subject,\n asyncScheduler,\n combineLatestWith,\n distinctUntilChanged,\n filter,\n finalize,\n fromEvent,\n map,\n merge,\n observeOn,\n tap\n} from \"rxjs\"\n\nimport { Keyboard } from \"~/browser\"\nimport {\n SearchResult,\n SearchWorker,\n isSearchResultMessage\n} from \"~/integrations\"\n\nimport { Component, getComponentElement } from \"../../_\"\n\n/* ----------------------------------------------------------------------------\n * Types\n * ------------------------------------------------------------------------- */\n\n/**\n * Search suggestions\n */\nexport interface SearchSuggest {}\n\n/* ----------------------------------------------------------------------------\n * Helper types\n * ------------------------------------------------------------------------- */\n\n/**\n * Mount options\n */\ninterface MountOptions {\n keyboard$: Observable /* Keyboard observable */\n}\n\n/* ----------------------------------------------------------------------------\n * Functions\n * ------------------------------------------------------------------------- */\n\n/**\n * Mount search suggestions\n *\n * This function will perform a lazy rendering of the search results, depending\n * on the vertical offset of the search result container.\n *\n * @param el - Search result list element\n * @param worker - Search worker\n * @param options - Options\n *\n * @returns Search result list component observable\n */\nexport function mountSearchSuggest(\n el: HTMLElement, { rx$ }: SearchWorker, { keyboard$ }: MountOptions\n): Observable> {\n const push$ = new Subject()\n\n /* Retrieve query component and track all changes */\n const query = getComponentElement(\"search-query\")\n const query$ = merge(\n fromEvent(query, \"keydown\"),\n fromEvent(query, \"focus\")\n )\n .pipe(\n observeOn(asyncScheduler),\n map(() => query.value),\n distinctUntilChanged(),\n )\n\n /* Update search suggestions */\n push$\n .pipe(\n combineLatestWith(query$),\n map(([{ suggestions }, value]) => {\n const words = value.split(/([\\s-]+)/)\n if (suggestions?.length && words[words.length - 1]) {\n const last = suggestions[suggestions.length - 1]\n if (last.startsWith(words[words.length - 1]))\n words[words.length - 1] = last\n } else {\n words.length = 0\n }\n return words\n })\n )\n .subscribe(words => el.innerHTML = words\n .join(\"\")\n .replace(/\\s/g, \" \")\n )\n\n /* Set up search keyboard handlers */\n keyboard$\n .pipe(\n filter(({ mode }) => mode === \"search\")\n )\n .subscribe(key => {\n switch (key.type) {\n\n /* Right arrow: accept current suggestion */\n case \"ArrowRight\":\n if (\n el.innerText.length &&\n query.selectionStart === query.value.length\n )\n query.value = el.innerText\n break\n }\n })\n\n /* Filter search result message */\n const result$ = rx$\n .pipe(\n filter(isSearchResultMessage),\n map(({ data }) => data)\n )\n\n /* Create and return component */\n return result$\n .pipe(\n tap(state => push$.next(state)),\n finalize(() => push$.complete()),\n map(() => ({ ref: el }))\n )\n}\n", "/*\n * Copyright (c) 2016-2022 Martin Donath \n *\n * Permission is hereby granted, free of charge, to any person obtaining a copy\n * of this software and associated documentation files (the \"Software\"), to\n * deal in the Software without restriction, including without limitation the\n * rights to use, copy, modify, merge, publish, distribute, sublicense, and/or\n * sell copies of the Software, and to permit persons to whom the Software is\n * furnished to do so, subject to the following conditions:\n *\n * The above copyright notice and this permission notice shall be included in\n * all copies or substantial portions of the Software.\n *\n * THE SOFTWARE IS PROVIDED \"AS IS\", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR\n * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,\n * FITNESS FOR A PARTICULAR PURPOSE AND NON-INFRINGEMENT. IN NO EVENT SHALL THE\n * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER\n * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING\n * FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS\n * IN THE SOFTWARE.\n */\n\nimport {\n NEVER,\n Observable,\n ObservableInput,\n filter,\n merge,\n mergeWith,\n sample,\n take\n} from \"rxjs\"\n\nimport { configuration } from \"~/_\"\nimport {\n Keyboard,\n getActiveElement,\n getElements,\n setToggle\n} from \"~/browser\"\nimport {\n SearchIndex,\n SearchResult,\n isSearchQueryMessage,\n isSearchReadyMessage,\n setupSearchWorker\n} from \"~/integrations\"\n\nimport {\n Component,\n getComponentElement,\n getComponentElements\n} from \"../../_\"\nimport {\n SearchQuery,\n mountSearchQuery\n} from \"../query\"\nimport { mountSearchResult } from \"../result\"\nimport {\n SearchShare,\n mountSearchShare\n} from \"../share\"\nimport {\n SearchSuggest,\n mountSearchSuggest\n} from \"../suggest\"\n\n/* ----------------------------------------------------------------------------\n * Types\n * ------------------------------------------------------------------------- */\n\n/**\n * Search\n */\nexport type Search =\n | SearchQuery\n | SearchResult\n | SearchShare\n | SearchSuggest\n\n/* ----------------------------------------------------------------------------\n * Helper types\n * ------------------------------------------------------------------------- */\n\n/**\n * Mount options\n */\ninterface MountOptions {\n index$: ObservableInput /* Search index observable */\n keyboard$: Observable /* Keyboard observable */\n}\n\n/* ----------------------------------------------------------------------------\n * Functions\n * ------------------------------------------------------------------------- */\n\n/**\n * Mount search\n *\n * This function sets up the search functionality, including the underlying\n * web worker and all keyboard bindings.\n *\n * @param el - Search element\n * @param options - Options\n *\n * @returns Search component observable\n */\nexport function mountSearch(\n el: HTMLElement, { index$, keyboard$ }: MountOptions\n): Observable> {\n const config = configuration()\n try {\n const url = __search?.worker || config.search\n const worker = setupSearchWorker(url, index$)\n\n /* Retrieve query and result components */\n const query = getComponentElement(\"search-query\", el)\n const result = getComponentElement(\"search-result\", el)\n\n /* Re-emit query when search is ready */\n const { tx$, rx$ } = worker\n tx$\n .pipe(\n filter(isSearchQueryMessage),\n sample(rx$.pipe(filter(isSearchReadyMessage))),\n take(1)\n )\n .subscribe(tx$.next.bind(tx$))\n\n /* Set up search keyboard handlers */\n keyboard$\n .pipe(\n filter(({ mode }) => mode === \"search\")\n )\n .subscribe(key => {\n const active = getActiveElement()\n switch (key.type) {\n\n /* Enter: go to first (best) result */\n case \"Enter\":\n if (active === query) {\n const anchors = new Map()\n for (const anchor of getElements(\n \":first-child [href]\", result\n )) {\n const article = anchor.firstElementChild!\n anchors.set(anchor, parseFloat(\n article.getAttribute(\"data-md-score\")!\n ))\n }\n\n /* Go to result with highest score, if any */\n if (anchors.size) {\n const [[best]] = [...anchors].sort(([, a], [, b]) => b - a)\n best.click()\n }\n\n /* Otherwise omit form submission */\n key.claim()\n }\n break\n\n /* Escape or Tab: close search */\n case \"Escape\":\n case \"Tab\":\n setToggle(\"search\", false)\n query.blur()\n break\n\n /* Vertical arrows: select previous or next search result */\n case \"ArrowUp\":\n case \"ArrowDown\":\n if (typeof active === \"undefined\") {\n query.focus()\n } else {\n const els = [query, ...getElements(\n \":not(details) > [href], summary, details[open] [href]\",\n result\n )]\n const i = Math.max(0, (\n Math.max(0, els.indexOf(active)) + els.length + (\n key.type === \"ArrowUp\" ? -1 : +1\n )\n ) % els.length)\n els[i].focus()\n }\n\n /* Prevent scrolling of page */\n key.claim()\n break\n\n /* All other keys: hand to search query */\n default:\n if (query !== getActiveElement())\n query.focus()\n }\n })\n\n /* Set up global keyboard handlers */\n keyboard$\n .pipe(\n filter(({ mode }) => mode === \"global\"),\n )\n .subscribe(key => {\n switch (key.type) {\n\n /* Open search and select query */\n case \"f\":\n case \"s\":\n case \"/\":\n query.focus()\n query.select()\n\n /* Prevent scrolling of page */\n key.claim()\n break\n }\n })\n\n /* Create and return component */\n const query$ = mountSearchQuery(query, worker)\n const result$ = mountSearchResult(result, worker, { query$ })\n return merge(query$, result$)\n .pipe(\n mergeWith(\n\n /* Search sharing */\n ...getComponentElements(\"search-share\", el)\n .map(child => mountSearchShare(child, { query$ })),\n\n /* Search suggestions */\n ...getComponentElements(\"search-suggest\", el)\n .map(child => mountSearchSuggest(child, worker, { keyboard$ }))\n )\n )\n\n /* Gracefully handle broken search */\n } catch (err) {\n el.hidden = true\n return NEVER\n }\n}\n", "/*\n * Copyright (c) 2016-2022 Martin Donath \n *\n * Permission is hereby granted, free of charge, to any person obtaining a copy\n * of this software and associated documentation files (the \"Software\"), to\n * deal in the Software without restriction, including without limitation the\n * rights to use, copy, modify, merge, publish, distribute, sublicense, and/or\n * sell copies of the Software, and to permit persons to whom the Software is\n * furnished to do so, subject to the following conditions:\n *\n * The above copyright notice and this permission notice shall be included in\n * all copies or substantial portions of the Software.\n *\n * THE SOFTWARE IS PROVIDED \"AS IS\", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR\n * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,\n * FITNESS FOR A PARTICULAR PURPOSE AND NON-INFRINGEMENT. IN NO EVENT SHALL THE\n * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER\n * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING\n * FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS\n * IN THE SOFTWARE.\n */\n\nimport {\n Observable,\n ObservableInput,\n combineLatest,\n filter,\n map,\n startWith\n} from \"rxjs\"\n\nimport { getLocation } from \"~/browser\"\nimport {\n SearchIndex,\n setupSearchHighlighter\n} from \"~/integrations\"\nimport { h } from \"~/utilities\"\n\nimport { Component } from \"../../_\"\n\n/* ----------------------------------------------------------------------------\n * Types\n * ------------------------------------------------------------------------- */\n\n/**\n * Search highlighting\n */\nexport interface SearchHighlight {\n nodes: Map /* Map of replacements */\n}\n\n/* ----------------------------------------------------------------------------\n * Helper types\n * ------------------------------------------------------------------------- */\n\n/**\n * Mount options\n */\ninterface MountOptions {\n index$: ObservableInput /* Search index observable */\n location$: Observable /* Location observable */\n}\n\n/* ----------------------------------------------------------------------------\n * Functions\n * ------------------------------------------------------------------------- */\n\n/**\n * Mount search highlighting\n *\n * @param el - Content element\n * @param options - Options\n *\n * @returns Search highlighting component observable\n */\nexport function mountSearchHiglight(\n el: HTMLElement, { index$, location$ }: MountOptions\n): Observable> {\n return combineLatest([\n index$,\n location$\n .pipe(\n startWith(getLocation()),\n filter(url => !!url.searchParams.get(\"h\"))\n )\n ])\n .pipe(\n map(([index, url]) => setupSearchHighlighter(index.config, true)(\n url.searchParams.get(\"h\")!\n )),\n map(fn => {\n const nodes = new Map()\n\n /* Traverse text nodes and collect matches */\n const it = document.createNodeIterator(el, NodeFilter.SHOW_TEXT)\n for (let node = it.nextNode(); node; node = it.nextNode()) {\n if (node.parentElement?.offsetHeight) {\n const original = node.textContent!\n const replaced = fn(original)\n if (replaced.length > original.length)\n nodes.set(node as ChildNode, replaced)\n }\n }\n\n /* Replace original nodes with matches */\n for (const [node, text] of nodes) {\n const { childNodes } = h(\"span\", null, text)\n node.replaceWith(...Array.from(childNodes))\n }\n\n /* Return component */\n return { ref: el, nodes }\n })\n )\n}\n", "/*\n * Copyright (c) 2016-2022 Martin Donath \n *\n * Permission is hereby granted, free of charge, to any person obtaining a copy\n * of this software and associated documentation files (the \"Software\"), to\n * deal in the Software without restriction, including without limitation the\n * rights to use, copy, modify, merge, publish, distribute, sublicense, and/or\n * sell copies of the Software, and to permit persons to whom the Software is\n * furnished to do so, subject to the following conditions:\n *\n * The above copyright notice and this permission notice shall be included in\n * all copies or substantial portions of the Software.\n *\n * THE SOFTWARE IS PROVIDED \"AS IS\", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR\n * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,\n * FITNESS FOR A PARTICULAR PURPOSE AND NON-INFRINGEMENT. IN NO EVENT SHALL THE\n * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER\n * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING\n * FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS\n * IN THE SOFTWARE.\n */\n\nimport {\n Observable,\n Subject,\n animationFrameScheduler,\n auditTime,\n combineLatest,\n defer,\n distinctUntilChanged,\n finalize,\n map,\n observeOn,\n take,\n tap,\n withLatestFrom\n} from \"rxjs\"\n\nimport {\n Viewport,\n getElement,\n getElementContainer,\n getElementOffset,\n getElementSize,\n getElements\n} from \"~/browser\"\n\nimport { Component } from \"../_\"\nimport { Header } from \"../header\"\nimport { Main } from \"../main\"\n\n/* ----------------------------------------------------------------------------\n * Types\n * ------------------------------------------------------------------------- */\n\n/**\n * Sidebar\n */\nexport interface Sidebar {\n height: number /* Sidebar height */\n locked: boolean /* Sidebar is locked */\n}\n\n/* ----------------------------------------------------------------------------\n * Helper types\n * ------------------------------------------------------------------------- */\n\n/**\n * Watch options\n */\ninterface WatchOptions {\n viewport$: Observable /* Viewport observable */\n main$: Observable
    /* Main area observable */\n}\n\n/**\n * Mount options\n */\ninterface MountOptions {\n viewport$: Observable /* Viewport observable */\n header$: Observable
    /* Header observable */\n main$: Observable
    /* Main area observable */\n}\n\n/* ----------------------------------------------------------------------------\n * Functions\n * ------------------------------------------------------------------------- */\n\n/**\n * Watch sidebar\n *\n * This function returns an observable that computes the visual parameters of\n * the sidebar which depends on the vertical viewport offset, as well as the\n * height of the main area. When the page is scrolled beyond the header, the\n * sidebar is locked and fills the remaining space.\n *\n * @param el - Sidebar element\n * @param options - Options\n *\n * @returns Sidebar observable\n */\nexport function watchSidebar(\n el: HTMLElement, { viewport$, main$ }: WatchOptions\n): Observable {\n const parent = el.parentElement!\n const adjust =\n parent.offsetTop -\n parent.parentElement!.offsetTop\n\n /* Compute the sidebar's available height and if it should be locked */\n return combineLatest([main$, viewport$])\n .pipe(\n map(([{ offset, height }, { offset: { y } }]) => {\n height = height\n + Math.min(adjust, Math.max(0, y - offset))\n - adjust\n return {\n height,\n locked: y >= offset + adjust\n }\n }),\n distinctUntilChanged((a, b) => (\n a.height === b.height &&\n a.locked === b.locked\n ))\n )\n}\n\n/**\n * Mount sidebar\n *\n * This function doesn't set the height of the actual sidebar, but of its first\n * child \u2013 the `.md-sidebar__scrollwrap` element in order to mitigiate jittery\n * sidebars when the footer is scrolled into view. At some point we switched\n * from `absolute` / `fixed` positioning to `sticky` positioning, significantly\n * reducing jitter in some browsers (respectively Firefox and Safari) when\n * scrolling from the top. However, top-aligned sticky positioning means that\n * the sidebar snaps to the bottom when the end of the container is reached.\n * This is what leads to the mentioned jitter, as the sidebar's height may be\n * updated too slowly.\n *\n * This behaviour can be mitigiated by setting the height of the sidebar to `0`\n * while preserving the padding, and the height on its first element.\n *\n * @param el - Sidebar element\n * @param options - Options\n *\n * @returns Sidebar component observable\n */\nexport function mountSidebar(\n el: HTMLElement, { header$, ...options }: MountOptions\n): Observable> {\n const inner = getElement(\".md-sidebar__scrollwrap\", el)\n const { y } = getElementOffset(inner)\n return defer(() => {\n const push$ = new Subject()\n push$\n .pipe(\n auditTime(0, animationFrameScheduler),\n withLatestFrom(header$)\n )\n .subscribe({\n\n /* Handle emission */\n next([{ height }, { height: offset }]) {\n inner.style.height = `${height - 2 * y}px`\n el.style.top = `${offset}px`\n },\n\n /* Handle complete */\n complete() {\n inner.style.height = \"\"\n el.style.top = \"\"\n }\n })\n\n /* Bring active item into view on initial load */\n push$\n .pipe(\n observeOn(animationFrameScheduler),\n take(1)\n )\n .subscribe(() => {\n for (const item of getElements(\".md-nav__link--active[href]\", el)) {\n const container = getElementContainer(item)\n if (typeof container !== \"undefined\") {\n const offset = item.offsetTop - container.offsetTop\n const { height } = getElementSize(container)\n container.scrollTo({\n top: offset - height / 2\n })\n }\n }\n })\n\n /* Create and return component */\n return watchSidebar(el, options)\n .pipe(\n tap(state => push$.next(state)),\n finalize(() => push$.complete()),\n map(state => ({ ref: el, ...state }))\n )\n })\n}\n", "/*\n * Copyright (c) 2016-2022 Martin Donath \n *\n * Permission is hereby granted, free of charge, to any person obtaining a copy\n * of this software and associated documentation files (the \"Software\"), to\n * deal in the Software without restriction, including without limitation the\n * rights to use, copy, modify, merge, publish, distribute, sublicense, and/or\n * sell copies of the Software, and to permit persons to whom the Software is\n * furnished to do so, subject to the following conditions:\n *\n * The above copyright notice and this permission notice shall be included in\n * all copies or substantial portions of the Software.\n *\n * THE SOFTWARE IS PROVIDED \"AS IS\", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR\n * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,\n * FITNESS FOR A PARTICULAR PURPOSE AND NON-INFRINGEMENT. IN NO EVENT SHALL THE\n * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER\n * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING\n * FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS\n * IN THE SOFTWARE.\n */\n\nimport { Repo, User } from \"github-types\"\nimport {\n EMPTY,\n Observable,\n catchError,\n defaultIfEmpty,\n map,\n zip\n} from \"rxjs\"\n\nimport { requestJSON } from \"~/browser\"\n\nimport { SourceFacts } from \"../_\"\n\n/* ----------------------------------------------------------------------------\n * Helper types\n * ------------------------------------------------------------------------- */\n\n/**\n * GitHub release (partial)\n */\ninterface Release {\n tag_name: string /* Tag name */\n}\n\n/* ----------------------------------------------------------------------------\n * Functions\n * ------------------------------------------------------------------------- */\n\n/**\n * Fetch GitHub repository facts\n *\n * @param user - GitHub user or organization\n * @param repo - GitHub repository\n *\n * @returns Repository facts observable\n */\nexport function fetchSourceFactsFromGitHub(\n user: string, repo?: string\n): Observable {\n if (typeof repo !== \"undefined\") {\n const url = `https://api.github.com/repos/${user}/${repo}`\n return zip(\n\n /* Fetch version */\n requestJSON(`${url}/releases/latest`)\n .pipe(\n catchError(() => EMPTY), // @todo refactor instant loading\n map(release => ({\n version: release.tag_name\n })),\n defaultIfEmpty({})\n ),\n\n /* Fetch stars and forks */\n requestJSON(url)\n .pipe(\n catchError(() => EMPTY), // @todo refactor instant loading\n map(info => ({\n stars: info.stargazers_count,\n forks: info.forks_count\n })),\n defaultIfEmpty({})\n )\n )\n .pipe(\n map(([release, info]) => ({ ...release, ...info }))\n )\n\n /* User or organization */\n } else {\n const url = `https://api.github.com/users/${user}`\n return requestJSON(url)\n .pipe(\n map(info => ({\n repositories: info.public_repos\n })),\n defaultIfEmpty({})\n )\n }\n}\n", "/*\n * Copyright (c) 2016-2022 Martin Donath \n *\n * Permission is hereby granted, free of charge, to any person obtaining a copy\n * of this software and associated documentation files (the \"Software\"), to\n * deal in the Software without restriction, including without limitation the\n * rights to use, copy, modify, merge, publish, distribute, sublicense, and/or\n * sell copies of the Software, and to permit persons to whom the Software is\n * furnished to do so, subject to the following conditions:\n *\n * The above copyright notice and this permission notice shall be included in\n * all copies or substantial portions of the Software.\n *\n * THE SOFTWARE IS PROVIDED \"AS IS\", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR\n * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,\n * FITNESS FOR A PARTICULAR PURPOSE AND NON-INFRINGEMENT. IN NO EVENT SHALL THE\n * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER\n * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING\n * FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS\n * IN THE SOFTWARE.\n */\n\nimport { ProjectSchema } from \"gitlab\"\nimport {\n EMPTY,\n Observable,\n catchError,\n defaultIfEmpty,\n map\n} from \"rxjs\"\n\nimport { requestJSON } from \"~/browser\"\n\nimport { SourceFacts } from \"../_\"\n\n/* ----------------------------------------------------------------------------\n * Functions\n * ------------------------------------------------------------------------- */\n\n/**\n * Fetch GitLab repository facts\n *\n * @param base - GitLab base\n * @param project - GitLab project\n *\n * @returns Repository facts observable\n */\nexport function fetchSourceFactsFromGitLab(\n base: string, project: string\n): Observable {\n const url = `https://${base}/api/v4/projects/${encodeURIComponent(project)}`\n return requestJSON(url)\n .pipe(\n catchError(() => EMPTY), // @todo refactor instant loading\n map(({ star_count, forks_count }) => ({\n stars: star_count,\n forks: forks_count\n })),\n defaultIfEmpty({})\n )\n}\n", "/*\n * Copyright (c) 2016-2022 Martin Donath \n *\n * Permission is hereby granted, free of charge, to any person obtaining a copy\n * of this software and associated documentation files (the \"Software\"), to\n * deal in the Software without restriction, including without limitation the\n * rights to use, copy, modify, merge, publish, distribute, sublicense, and/or\n * sell copies of the Software, and to permit persons to whom the Software is\n * furnished to do so, subject to the following conditions:\n *\n * The above copyright notice and this permission notice shall be included in\n * all copies or substantial portions of the Software.\n *\n * THE SOFTWARE IS PROVIDED \"AS IS\", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR\n * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,\n * FITNESS FOR A PARTICULAR PURPOSE AND NON-INFRINGEMENT. IN NO EVENT SHALL THE\n * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER\n * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING\n * FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS\n * IN THE SOFTWARE.\n */\n\nimport { EMPTY, Observable } from \"rxjs\"\n\nimport { fetchSourceFactsFromGitHub } from \"../github\"\nimport { fetchSourceFactsFromGitLab } from \"../gitlab\"\n\n/* ----------------------------------------------------------------------------\n * Types\n * ------------------------------------------------------------------------- */\n\n/**\n * Repository facts for repositories\n */\nexport interface RepositoryFacts {\n stars?: number /* Number of stars */\n forks?: number /* Number of forks */\n version?: string /* Latest version */\n}\n\n/**\n * Repository facts for organizations\n */\nexport interface OrganizationFacts {\n repositories?: number /* Number of repositories */\n}\n\n/* ------------------------------------------------------------------------- */\n\n/**\n * Repository facts\n */\nexport type SourceFacts =\n | RepositoryFacts\n | OrganizationFacts\n\n/* ----------------------------------------------------------------------------\n * Functions\n * ------------------------------------------------------------------------- */\n\n/**\n * Fetch repository facts\n *\n * @param url - Repository URL\n *\n * @returns Repository facts observable\n */\nexport function fetchSourceFacts(\n url: string\n): Observable {\n\n /* Try to match GitHub repository */\n let match = url.match(/^.+github\\.com\\/([^/]+)\\/?([^/]+)?/i)\n if (match) {\n const [, user, repo] = match\n return fetchSourceFactsFromGitHub(user, repo)\n }\n\n /* Try to match GitLab repository */\n match = url.match(/^.+?([^/]*gitlab[^/]+)\\/(.+?)\\/?$/i)\n if (match) {\n const [, base, slug] = match\n return fetchSourceFactsFromGitLab(base, slug)\n }\n\n /* Fallback */\n return EMPTY\n}\n", "/*\n * Copyright (c) 2016-2022 Martin Donath \n *\n * Permission is hereby granted, free of charge, to any person obtaining a copy\n * of this software and associated documentation files (the \"Software\"), to\n * deal in the Software without restriction, including without limitation the\n * rights to use, copy, modify, merge, publish, distribute, sublicense, and/or\n * sell copies of the Software, and to permit persons to whom the Software is\n * furnished to do so, subject to the following conditions:\n *\n * The above copyright notice and this permission notice shall be included in\n * all copies or substantial portions of the Software.\n *\n * THE SOFTWARE IS PROVIDED \"AS IS\", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR\n * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,\n * FITNESS FOR A PARTICULAR PURPOSE AND NON-INFRINGEMENT. IN NO EVENT SHALL THE\n * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER\n * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING\n * FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS\n * IN THE SOFTWARE.\n */\n\nimport {\n EMPTY,\n Observable,\n Subject,\n catchError,\n defer,\n filter,\n finalize,\n map,\n of,\n shareReplay,\n tap\n} from \"rxjs\"\n\nimport { getElement } from \"~/browser\"\nimport { ConsentDefaults } from \"~/components/consent\"\nimport { renderSourceFacts } from \"~/templates\"\n\nimport {\n Component,\n getComponentElements\n} from \"../../_\"\nimport {\n SourceFacts,\n fetchSourceFacts\n} from \"../facts\"\n\n/* ----------------------------------------------------------------------------\n * Types\n * ------------------------------------------------------------------------- */\n\n/**\n * Repository information\n */\nexport interface Source {\n facts: SourceFacts /* Repository facts */\n}\n\n/* ----------------------------------------------------------------------------\n * Data\n * ------------------------------------------------------------------------- */\n\n/**\n * Repository information observable\n */\nlet fetch$: Observable\n\n/* ----------------------------------------------------------------------------\n * Functions\n * ------------------------------------------------------------------------- */\n\n/**\n * Watch repository information\n *\n * This function tries to read the repository facts from session storage, and\n * if unsuccessful, fetches them from the underlying provider.\n *\n * @param el - Repository information element\n *\n * @returns Repository information observable\n */\nexport function watchSource(\n el: HTMLAnchorElement\n): Observable {\n return fetch$ ||= defer(() => {\n const cached = __md_get(\"__source\", sessionStorage)\n if (cached) {\n return of(cached)\n } else {\n\n /* Check if consent is configured and was given */\n const els = getComponentElements(\"consent\")\n if (els.length) {\n const consent = __md_get(\"__consent\")\n if (!(consent && consent.github))\n return EMPTY\n }\n\n /* Fetch repository facts */\n return fetchSourceFacts(el.href)\n .pipe(\n tap(facts => __md_set(\"__source\", facts, sessionStorage))\n )\n }\n })\n .pipe(\n catchError(() => EMPTY),\n filter(facts => Object.keys(facts).length > 0),\n map(facts => ({ facts })),\n shareReplay(1)\n )\n}\n\n/**\n * Mount repository information\n *\n * @param el - Repository information element\n *\n * @returns Repository information component observable\n */\nexport function mountSource(\n el: HTMLAnchorElement\n): Observable> {\n const inner = getElement(\":scope > :last-child\", el)\n return defer(() => {\n const push$ = new Subject()\n push$.subscribe(({ facts }) => {\n inner.appendChild(renderSourceFacts(facts))\n inner.classList.add(\"md-source__repository--active\")\n })\n\n /* Create and return component */\n return watchSource(el)\n .pipe(\n tap(state => push$.next(state)),\n finalize(() => push$.complete()),\n map(state => ({ ref: el, ...state }))\n )\n })\n}\n", "/*\n * Copyright (c) 2016-2022 Martin Donath \n *\n * Permission is hereby granted, free of charge, to any person obtaining a copy\n * of this software and associated documentation files (the \"Software\"), to\n * deal in the Software without restriction, including without limitation the\n * rights to use, copy, modify, merge, publish, distribute, sublicense, and/or\n * sell copies of the Software, and to permit persons to whom the Software is\n * furnished to do so, subject to the following conditions:\n *\n * The above copyright notice and this permission notice shall be included in\n * all copies or substantial portions of the Software.\n *\n * THE SOFTWARE IS PROVIDED \"AS IS\", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR\n * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,\n * FITNESS FOR A PARTICULAR PURPOSE AND NON-INFRINGEMENT. IN NO EVENT SHALL THE\n * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER\n * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING\n * FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS\n * IN THE SOFTWARE.\n */\n\nimport {\n Observable,\n Subject,\n defer,\n distinctUntilKeyChanged,\n finalize,\n map,\n of,\n switchMap,\n tap\n} from \"rxjs\"\n\nimport { feature } from \"~/_\"\nimport {\n Viewport,\n watchElementSize,\n watchViewportAt\n} from \"~/browser\"\n\nimport { Component } from \"../_\"\nimport { Header } from \"../header\"\n\n/* ----------------------------------------------------------------------------\n * Types\n * ------------------------------------------------------------------------- */\n\n/**\n * Navigation tabs\n */\nexport interface Tabs {\n hidden: boolean /* Navigation tabs are hidden */\n}\n\n/* ----------------------------------------------------------------------------\n * Helper types\n * ------------------------------------------------------------------------- */\n\n/**\n * Watch options\n */\ninterface WatchOptions {\n viewport$: Observable /* Viewport observable */\n header$: Observable
    /* Header observable */\n}\n\n/**\n * Mount options\n */\ninterface MountOptions {\n viewport$: Observable /* Viewport observable */\n header$: Observable
    /* Header observable */\n}\n\n/* ----------------------------------------------------------------------------\n * Functions\n * ------------------------------------------------------------------------- */\n\n/**\n * Watch navigation tabs\n *\n * @param el - Navigation tabs element\n * @param options - Options\n *\n * @returns Navigation tabs observable\n */\nexport function watchTabs(\n el: HTMLElement, { viewport$, header$ }: WatchOptions\n): Observable {\n return watchElementSize(document.body)\n .pipe(\n switchMap(() => watchViewportAt(el, { header$, viewport$ })),\n map(({ offset: { y } }) => {\n return {\n hidden: y >= 10\n }\n }),\n distinctUntilKeyChanged(\"hidden\")\n )\n}\n\n/**\n * Mount navigation tabs\n *\n * This function hides the navigation tabs when scrolling past the threshold\n * and makes them reappear in a nice CSS animation when scrolling back up.\n *\n * @param el - Navigation tabs element\n * @param options - Options\n *\n * @returns Navigation tabs component observable\n */\nexport function mountTabs(\n el: HTMLElement, options: MountOptions\n): Observable> {\n return defer(() => {\n const push$ = new Subject()\n push$.subscribe({\n\n /* Handle emission */\n next({ hidden }) {\n el.hidden = hidden\n },\n\n /* Handle complete */\n complete() {\n el.hidden = false\n }\n })\n\n /* Create and return component */\n return (\n feature(\"navigation.tabs.sticky\")\n ? of({ hidden: false })\n : watchTabs(el, options)\n )\n .pipe(\n tap(state => push$.next(state)),\n finalize(() => push$.complete()),\n map(state => ({ ref: el, ...state }))\n )\n })\n}\n", "/*\n * Copyright (c) 2016-2022 Martin Donath \n *\n * Permission is hereby granted, free of charge, to any person obtaining a copy\n * of this software and associated documentation files (the \"Software\"), to\n * deal in the Software without restriction, including without limitation the\n * rights to use, copy, modify, merge, publish, distribute, sublicense, and/or\n * sell copies of the Software, and to permit persons to whom the Software is\n * furnished to do so, subject to the following conditions:\n *\n * The above copyright notice and this permission notice shall be included in\n * all copies or substantial portions of the Software.\n *\n * THE SOFTWARE IS PROVIDED \"AS IS\", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR\n * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,\n * FITNESS FOR A PARTICULAR PURPOSE AND NON-INFRINGEMENT. IN NO EVENT SHALL THE\n * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER\n * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING\n * FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS\n * IN THE SOFTWARE.\n */\n\nimport {\n Observable,\n Subject,\n bufferCount,\n combineLatestWith,\n debounceTime,\n defer,\n distinctUntilChanged,\n distinctUntilKeyChanged,\n filter,\n finalize,\n map,\n merge,\n of,\n repeat,\n scan,\n share,\n skip,\n startWith,\n switchMap,\n takeLast,\n takeUntil,\n tap,\n withLatestFrom\n} from \"rxjs\"\n\nimport { feature } from \"~/_\"\nimport {\n Viewport,\n getElement,\n getElementContainer,\n getElementSize,\n getElements,\n getLocation,\n getOptionalElement,\n watchElementSize\n} from \"~/browser\"\n\nimport {\n Component,\n getComponentElement\n} from \"../_\"\nimport { Header } from \"../header\"\n\n/* ----------------------------------------------------------------------------\n * Types\n * ------------------------------------------------------------------------- */\n\n/**\n * Table of contents\n */\nexport interface TableOfContents {\n prev: HTMLAnchorElement[][] /* Anchors (previous) */\n next: HTMLAnchorElement[][] /* Anchors (next) */\n}\n\n/* ----------------------------------------------------------------------------\n * Helper types\n * ------------------------------------------------------------------------- */\n\n/**\n * Watch options\n */\ninterface WatchOptions {\n viewport$: Observable /* Viewport observable */\n header$: Observable
    /* Header observable */\n}\n\n/**\n * Mount options\n */\ninterface MountOptions {\n viewport$: Observable /* Viewport observable */\n header$: Observable
    /* Header observable */\n target$: Observable /* Location target observable */\n}\n\n/* ----------------------------------------------------------------------------\n * Functions\n * ------------------------------------------------------------------------- */\n\n/**\n * Watch table of contents\n *\n * This is effectively a scroll spy implementation which will account for the\n * fixed header and automatically re-calculate anchor offsets when the viewport\n * is resized. The returned observable will only emit if the table of contents\n * needs to be repainted.\n *\n * This implementation tracks an anchor element's entire path starting from its\n * level up to the top-most anchor element, e.g. `[h3, h2, h1]`. Although the\n * Material theme currently doesn't make use of this information, it enables\n * the styling of the entire hierarchy through customization.\n *\n * Note that the current anchor is the last item of the `prev` anchor list.\n *\n * @param el - Table of contents element\n * @param options - Options\n *\n * @returns Table of contents observable\n */\nexport function watchTableOfContents(\n el: HTMLElement, { viewport$, header$ }: WatchOptions\n): Observable {\n const table = new Map()\n\n /* Compute anchor-to-target mapping */\n const anchors = getElements(\"[href^=\\\\#]\", el)\n for (const anchor of anchors) {\n const id = decodeURIComponent(anchor.hash.substring(1))\n const target = getOptionalElement(`[id=\"${id}\"]`)\n if (typeof target !== \"undefined\")\n table.set(anchor, target)\n }\n\n /* Compute necessary adjustment for header */\n const adjust$ = header$\n .pipe(\n distinctUntilKeyChanged(\"height\"),\n map(({ height }) => {\n const main = getComponentElement(\"main\")\n const grid = getElement(\":scope > :first-child\", main)\n return height + 0.8 * (\n grid.offsetTop -\n main.offsetTop\n )\n }),\n share()\n )\n\n /* Compute partition of previous and next anchors */\n const partition$ = watchElementSize(document.body)\n .pipe(\n distinctUntilKeyChanged(\"height\"),\n\n /* Build index to map anchor paths to vertical offsets */\n switchMap(body => defer(() => {\n let path: HTMLAnchorElement[] = []\n return of([...table].reduce((index, [anchor, target]) => {\n while (path.length) {\n const last = table.get(path[path.length - 1])!\n if (last.tagName >= target.tagName) {\n path.pop()\n } else {\n break\n }\n }\n\n /* If the current anchor is hidden, continue with its parent */\n let offset = target.offsetTop\n while (!offset && target.parentElement) {\n target = target.parentElement\n offset = target.offsetTop\n }\n\n /* Map reversed anchor path to vertical offset */\n return index.set(\n [...path = [...path, anchor]].reverse(),\n offset\n )\n }, new Map()))\n })\n .pipe(\n\n /* Sort index by vertical offset (see https://bit.ly/30z6QSO) */\n map(index => new Map([...index].sort(([, a], [, b]) => a - b))),\n combineLatestWith(adjust$),\n\n /* Re-compute partition when viewport offset changes */\n switchMap(([index, adjust]) => viewport$\n .pipe(\n scan(([prev, next], { offset: { y }, size }) => {\n const last = y + size.height >= Math.floor(body.height)\n\n /* Look forward */\n while (next.length) {\n const [, offset] = next[0]\n if (offset - adjust < y || last) {\n prev = [...prev, next.shift()!]\n } else {\n break\n }\n }\n\n /* Look backward */\n while (prev.length) {\n const [, offset] = prev[prev.length - 1]\n if (offset - adjust >= y && !last) {\n next = [prev.pop()!, ...next]\n } else {\n break\n }\n }\n\n /* Return partition */\n return [prev, next]\n }, [[], [...index]]),\n distinctUntilChanged((a, b) => (\n a[0] === b[0] &&\n a[1] === b[1]\n ))\n )\n )\n )\n )\n )\n\n /* Compute and return anchor list migrations */\n return partition$\n .pipe(\n map(([prev, next]) => ({\n prev: prev.map(([path]) => path),\n next: next.map(([path]) => path)\n })),\n\n /* Extract anchor list migrations */\n startWith({ prev: [], next: [] }),\n bufferCount(2, 1),\n map(([a, b]) => {\n\n /* Moving down */\n if (a.prev.length < b.prev.length) {\n return {\n prev: b.prev.slice(Math.max(0, a.prev.length - 1), b.prev.length),\n next: []\n }\n\n /* Moving up */\n } else {\n return {\n prev: b.prev.slice(-1),\n next: b.next.slice(0, b.next.length - a.next.length)\n }\n }\n })\n )\n}\n\n/* ------------------------------------------------------------------------- */\n\n/**\n * Mount table of contents\n *\n * @param el - Table of contents element\n * @param options - Options\n *\n * @returns Table of contents component observable\n */\nexport function mountTableOfContents(\n el: HTMLElement, { viewport$, header$, target$ }: MountOptions\n): Observable> {\n return defer(() => {\n const push$ = new Subject()\n const done$ = push$.pipe(takeLast(1))\n push$.subscribe(({ prev, next }) => {\n\n /* Look forward */\n for (const [anchor] of next) {\n anchor.classList.remove(\"md-nav__link--passed\")\n anchor.classList.remove(\"md-nav__link--active\")\n }\n\n /* Look backward */\n for (const [index, [anchor]] of prev.entries()) {\n anchor.classList.add(\"md-nav__link--passed\")\n anchor.classList.toggle(\n \"md-nav__link--active\",\n index === prev.length - 1\n )\n }\n })\n\n /* Set up following, if enabled */\n if (feature(\"toc.follow\")) {\n\n /* Toggle smooth scrolling only for anchor clicks */\n const smooth$ = merge(\n viewport$.pipe(debounceTime(1), map(() => undefined)),\n viewport$.pipe(debounceTime(250), map(() => \"smooth\" as const))\n )\n\n /* Bring active anchor into view */\n push$\n .pipe(\n filter(({ prev }) => prev.length > 0),\n withLatestFrom(smooth$)\n )\n .subscribe(([{ prev }, behavior]) => {\n const [anchor] = prev[prev.length - 1]\n if (anchor.offsetHeight) {\n\n /* Retrieve overflowing container and scroll */\n const container = getElementContainer(anchor)\n if (typeof container !== \"undefined\") {\n const offset = anchor.offsetTop - container.offsetTop\n const { height } = getElementSize(container)\n container.scrollTo({\n top: offset - height / 2,\n behavior\n })\n }\n }\n })\n }\n\n /* Set up anchor tracking, if enabled */\n if (feature(\"navigation.tracking\"))\n viewport$\n .pipe(\n takeUntil(done$),\n distinctUntilKeyChanged(\"offset\"),\n debounceTime(250),\n skip(1),\n takeUntil(target$.pipe(skip(1))),\n repeat({ delay: 250 }),\n withLatestFrom(push$)\n )\n .subscribe(([, { prev }]) => {\n const url = getLocation()\n\n /* Set hash fragment to active anchor */\n const anchor = prev[prev.length - 1]\n if (anchor && anchor.length) {\n const [active] = anchor\n const { hash } = new URL(active.href)\n if (url.hash !== hash) {\n url.hash = hash\n history.replaceState({}, \"\", `${url}`)\n }\n\n /* Reset anchor when at the top */\n } else {\n url.hash = \"\"\n history.replaceState({}, \"\", `${url}`)\n }\n })\n\n /* Create and return component */\n return watchTableOfContents(el, { viewport$, header$ })\n .pipe(\n tap(state => push$.next(state)),\n finalize(() => push$.complete()),\n map(state => ({ ref: el, ...state }))\n )\n })\n}\n", "/*\n * Copyright (c) 2016-2022 Martin Donath \n *\n * Permission is hereby granted, free of charge, to any person obtaining a copy\n * of this software and associated documentation files (the \"Software\"), to\n * deal in the Software without restriction, including without limitation the\n * rights to use, copy, modify, merge, publish, distribute, sublicense, and/or\n * sell copies of the Software, and to permit persons to whom the Software is\n * furnished to do so, subject to the following conditions:\n *\n * The above copyright notice and this permission notice shall be included in\n * all copies or substantial portions of the Software.\n *\n * THE SOFTWARE IS PROVIDED \"AS IS\", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR\n * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,\n * FITNESS FOR A PARTICULAR PURPOSE AND NON-INFRINGEMENT. IN NO EVENT SHALL THE\n * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER\n * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING\n * FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS\n * IN THE SOFTWARE.\n */\n\nimport {\n Observable,\n Subject,\n bufferCount,\n combineLatest,\n distinctUntilChanged,\n distinctUntilKeyChanged,\n endWith,\n finalize,\n map,\n repeat,\n skip,\n takeLast,\n takeUntil,\n tap\n} from \"rxjs\"\n\nimport { Viewport } from \"~/browser\"\n\nimport { Component } from \"../_\"\nimport { Header } from \"../header\"\nimport { Main } from \"../main\"\n\n/* ----------------------------------------------------------------------------\n * Types\n * ------------------------------------------------------------------------- */\n\n/**\n * Back-to-top button\n */\nexport interface BackToTop {\n hidden: boolean /* Back-to-top button is hidden */\n}\n\n/* ----------------------------------------------------------------------------\n * Helper types\n * ------------------------------------------------------------------------- */\n\n/**\n * Watch options\n */\ninterface WatchOptions {\n viewport$: Observable /* Viewport observable */\n main$: Observable
    /* Main area observable */\n target$: Observable /* Location target observable */\n}\n\n/**\n * Mount options\n */\ninterface MountOptions {\n viewport$: Observable /* Viewport observable */\n header$: Observable
    /* Header observable */\n main$: Observable
    /* Main area observable */\n target$: Observable /* Location target observable */\n}\n\n/* ----------------------------------------------------------------------------\n * Functions\n * ------------------------------------------------------------------------- */\n\n/**\n * Watch back-to-top\n *\n * @param _el - Back-to-top element\n * @param options - Options\n *\n * @returns Back-to-top observable\n */\nexport function watchBackToTop(\n _el: HTMLElement, { viewport$, main$, target$ }: WatchOptions\n): Observable {\n\n /* Compute direction */\n const direction$ = viewport$\n .pipe(\n map(({ offset: { y } }) => y),\n bufferCount(2, 1),\n map(([a, b]) => a > b && b > 0),\n distinctUntilChanged()\n )\n\n /* Compute whether main area is active */\n const active$ = main$\n .pipe(\n map(({ active }) => active)\n )\n\n /* Compute threshold for hiding */\n return combineLatest([active$, direction$])\n .pipe(\n map(([active, direction]) => !(active && direction)),\n distinctUntilChanged(),\n takeUntil(target$.pipe(skip(1))),\n endWith(true),\n repeat({ delay: 250 }),\n map(hidden => ({ hidden }))\n )\n}\n\n/* ------------------------------------------------------------------------- */\n\n/**\n * Mount back-to-top\n *\n * @param el - Back-to-top element\n * @param options - Options\n *\n * @returns Back-to-top component observable\n */\nexport function mountBackToTop(\n el: HTMLElement, { viewport$, header$, main$, target$ }: MountOptions\n): Observable> {\n const push$ = new Subject()\n const done$ = push$.pipe(takeLast(1))\n push$.subscribe({\n\n /* Handle emission */\n next({ hidden }) {\n el.hidden = hidden\n if (hidden) {\n el.setAttribute(\"tabindex\", \"-1\")\n el.blur()\n } else {\n el.removeAttribute(\"tabindex\")\n }\n },\n\n /* Handle complete */\n complete() {\n el.style.top = \"\"\n el.hidden = true\n el.removeAttribute(\"tabindex\")\n }\n })\n\n /* Watch header height */\n header$\n .pipe(\n takeUntil(done$),\n distinctUntilKeyChanged(\"height\")\n )\n .subscribe(({ height }) => {\n el.style.top = `${height + 16}px`\n })\n\n /* Create and return component */\n return watchBackToTop(el, { viewport$, main$, target$ })\n .pipe(\n tap(state => push$.next(state)),\n finalize(() => push$.complete()),\n map(state => ({ ref: el, ...state }))\n )\n}\n", "/*\n * Copyright (c) 2016-2022 Martin Donath \n *\n * Permission is hereby granted, free of charge, to any person obtaining a copy\n * of this software and associated documentation files (the \"Software\"), to\n * deal in the Software without restriction, including without limitation the\n * rights to use, copy, modify, merge, publish, distribute, sublicense, and/or\n * sell copies of the Software, and to permit persons to whom the Software is\n * furnished to do so, subject to the following conditions:\n *\n * The above copyright notice and this permission notice shall be included in\n * all copies or substantial portions of the Software.\n *\n * THE SOFTWARE IS PROVIDED \"AS IS\", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR\n * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,\n * FITNESS FOR A PARTICULAR PURPOSE AND NON-INFRINGEMENT. IN NO EVENT SHALL THE\n * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER\n * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING\n * FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS\n * IN THE SOFTWARE.\n */\n\nimport {\n Observable,\n fromEvent,\n map,\n mergeMap,\n switchMap,\n takeWhile,\n tap,\n withLatestFrom\n} from \"rxjs\"\n\nimport { getElements } from \"~/browser\"\n\n/* ----------------------------------------------------------------------------\n * Helper types\n * ------------------------------------------------------------------------- */\n\n/**\n * Patch options\n */\ninterface PatchOptions {\n document$: Observable /* Document observable */\n tablet$: Observable /* Media tablet observable */\n}\n\n/* ----------------------------------------------------------------------------\n * Functions\n * ------------------------------------------------------------------------- */\n\n/**\n * Patch indeterminate checkboxes\n *\n * This function replaces the indeterminate \"pseudo state\" with the actual\n * indeterminate state, which is used to keep navigation always expanded.\n *\n * @param options - Options\n */\nexport function patchIndeterminate(\n { document$, tablet$ }: PatchOptions\n): void {\n document$\n .pipe(\n switchMap(() => getElements(\n // @todo `data-md-state` is deprecated and removed in v9\n \".md-toggle--indeterminate, [data-md-state=indeterminate]\"\n )),\n tap(el => {\n el.indeterminate = true\n el.checked = false\n }),\n mergeMap(el => fromEvent(el, \"change\")\n .pipe(\n takeWhile(() => el.classList.contains(\"md-toggle--indeterminate\")),\n map(() => el)\n )\n ),\n withLatestFrom(tablet$)\n )\n .subscribe(([el, tablet]) => {\n el.classList.remove(\"md-toggle--indeterminate\")\n if (tablet)\n el.checked = false\n })\n}\n", "/*\n * Copyright (c) 2016-2022 Martin Donath \n *\n * Permission is hereby granted, free of charge, to any person obtaining a copy\n * of this software and associated documentation files (the \"Software\"), to\n * deal in the Software without restriction, including without limitation the\n * rights to use, copy, modify, merge, publish, distribute, sublicense, and/or\n * sell copies of the Software, and to permit persons to whom the Software is\n * furnished to do so, subject to the following conditions:\n *\n * The above copyright notice and this permission notice shall be included in\n * all copies or substantial portions of the Software.\n *\n * THE SOFTWARE IS PROVIDED \"AS IS\", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR\n * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,\n * FITNESS FOR A PARTICULAR PURPOSE AND NON-INFRINGEMENT. IN NO EVENT SHALL THE\n * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER\n * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING\n * FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS\n * IN THE SOFTWARE.\n */\n\nimport {\n Observable,\n filter,\n fromEvent,\n map,\n mergeMap,\n switchMap,\n tap\n} from \"rxjs\"\n\nimport { getElements } from \"~/browser\"\n\n/* ----------------------------------------------------------------------------\n * Helper types\n * ------------------------------------------------------------------------- */\n\n/**\n * Patch options\n */\ninterface PatchOptions {\n document$: Observable /* Document observable */\n}\n\n/* ----------------------------------------------------------------------------\n * Helper functions\n * ------------------------------------------------------------------------- */\n\n/**\n * Check whether the given device is an Apple device\n *\n * @returns Test result\n */\nfunction isAppleDevice(): boolean {\n return /(iPad|iPhone|iPod)/.test(navigator.userAgent)\n}\n\n/* ----------------------------------------------------------------------------\n * Functions\n * ------------------------------------------------------------------------- */\n\n/**\n * Patch all elements with `data-md-scrollfix` attributes\n *\n * This is a year-old patch which ensures that overflow scrolling works at the\n * top and bottom of containers on iOS by ensuring a `1px` scroll offset upon\n * the start of a touch event.\n *\n * @see https://bit.ly/2SCtAOO - Original source\n *\n * @param options - Options\n */\nexport function patchScrollfix(\n { document$ }: PatchOptions\n): void {\n document$\n .pipe(\n switchMap(() => getElements(\"[data-md-scrollfix]\")),\n tap(el => el.removeAttribute(\"data-md-scrollfix\")),\n filter(isAppleDevice),\n mergeMap(el => fromEvent(el, \"touchstart\")\n .pipe(\n map(() => el)\n )\n )\n )\n .subscribe(el => {\n const top = el.scrollTop\n\n /* We're at the top of the container */\n if (top === 0) {\n el.scrollTop = 1\n\n /* We're at the bottom of the container */\n } else if (top + el.offsetHeight === el.scrollHeight) {\n el.scrollTop = top - 1\n }\n })\n}\n", "/*\n * Copyright (c) 2016-2022 Martin Donath \n *\n * Permission is hereby granted, free of charge, to any person obtaining a copy\n * of this software and associated documentation files (the \"Software\"), to\n * deal in the Software without restriction, including without limitation the\n * rights to use, copy, modify, merge, publish, distribute, sublicense, and/or\n * sell copies of the Software, and to permit persons to whom the Software is\n * furnished to do so, subject to the following conditions:\n *\n * The above copyright notice and this permission notice shall be included in\n * all copies or substantial portions of the Software.\n *\n * THE SOFTWARE IS PROVIDED \"AS IS\", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR\n * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,\n * FITNESS FOR A PARTICULAR PURPOSE AND NON-INFRINGEMENT. IN NO EVENT SHALL THE\n * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER\n * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING\n * FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS\n * IN THE SOFTWARE.\n */\n\nimport {\n Observable,\n combineLatest,\n delay,\n map,\n of,\n switchMap,\n withLatestFrom\n} from \"rxjs\"\n\nimport {\n Viewport,\n watchToggle\n} from \"~/browser\"\n\n/* ----------------------------------------------------------------------------\n * Helper types\n * ------------------------------------------------------------------------- */\n\n/**\n * Patch options\n */\ninterface PatchOptions {\n viewport$: Observable /* Viewport observable */\n tablet$: Observable /* Media tablet observable */\n}\n\n/* ----------------------------------------------------------------------------\n * Functions\n * ------------------------------------------------------------------------- */\n\n/**\n * Patch the document body to lock when search is open\n *\n * For mobile and tablet viewports, the search is rendered full screen, which\n * leads to scroll leaking when at the top or bottom of the search result. This\n * function locks the body when the search is in full screen mode, and restores\n * the scroll position when leaving.\n *\n * @param options - Options\n */\nexport function patchScrolllock(\n { viewport$, tablet$ }: PatchOptions\n): void {\n combineLatest([watchToggle(\"search\"), tablet$])\n .pipe(\n map(([active, tablet]) => active && !tablet),\n switchMap(active => of(active)\n .pipe(\n delay(active ? 400 : 100)\n )\n ),\n withLatestFrom(viewport$)\n )\n .subscribe(([active, { offset: { y }}]) => {\n if (active) {\n document.body.setAttribute(\"data-md-scrolllock\", \"\")\n document.body.style.top = `-${y}px`\n } else {\n const value = -1 * parseInt(document.body.style.top, 10)\n document.body.removeAttribute(\"data-md-scrolllock\")\n document.body.style.top = \"\"\n if (value)\n window.scrollTo(0, value)\n }\n })\n}\n", "/*\n * Copyright (c) 2016-2022 Martin Donath \n *\n * Permission is hereby granted, free of charge, to any person obtaining a copy\n * of this software and associated documentation files (the \"Software\"), to\n * deal in the Software without restriction, including without limitation the\n * rights to use, copy, modify, merge, publish, distribute, sublicense, and/or\n * sell copies of the Software, and to permit persons to whom the Software is\n * furnished to do so, subject to the following conditions:\n *\n * The above copyright notice and this permission notice shall be included in\n * all copies or substantial portions of the Software.\n *\n * THE SOFTWARE IS PROVIDED \"AS IS\", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR\n * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,\n * FITNESS FOR A PARTICULAR PURPOSE AND NON-INFRINGEMENT. IN NO EVENT SHALL THE\n * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER\n * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING\n * FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS\n * IN THE SOFTWARE.\n */\n\n/* ----------------------------------------------------------------------------\n * Polyfills\n * ------------------------------------------------------------------------- */\n\n/* Polyfill `Object.entries` */\nif (!Object.entries)\n Object.entries = function (obj: object) {\n const data: [string, string][] = []\n for (const key of Object.keys(obj))\n // @ts-expect-error - ignore property access warning\n data.push([key, obj[key]])\n\n /* Return entries */\n return data\n }\n\n/* Polyfill `Object.values` */\nif (!Object.values)\n Object.values = function (obj: object) {\n const data: string[] = []\n for (const key of Object.keys(obj))\n // @ts-expect-error - ignore property access warning\n 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IN NO EVENT SHALL THE\n * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER\n * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING\n * FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS\n * IN THE SOFTWARE.\n */\n\nimport {\n NEVER,\n ReplaySubject,\n delay,\n distinctUntilChanged,\n filter,\n finalize,\n fromEvent,\n interval,\n merge,\n mergeMap,\n of,\n repeat,\n switchMap,\n take,\n takeUntil,\n tap,\n withLatestFrom\n} from \"rxjs\"\n\n/* ----------------------------------------------------------------------------\n * Script\n * ------------------------------------------------------------------------- */\n\n/* Append container for instances */\nconst container = document.createElement(\"div\")\ndocument.body.appendChild(container)\n\n/* Append button next to palette toggle */\nconst header = document.querySelector(\".md-header__option\")\nif (header) {\n const button = document.createElement(\"button\")\n 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_(X,{touchStart:function(t){if(r=!0,(c(t.targetTouches[0].target,"ginner-container")||u(t.targetTouches[0].target,".gslide-desc")||"a"==t.targetTouches[0].target.nodeName.toLowerCase())&&(r=!1),u(t.targetTouches[0].target,".gslide-inline")&&!c(t.targetTouches[0].target.parentNode,"gslide-inline")&&(r=!1),r){if(P=t.targetTouches[0],O.pageX=t.targetTouches[0].pageX,O.pageY=t.targetTouches[0].pageY,M=t.targetTouches[0].clientX,z=t.targetTouches[0].clientY,a=e.activeSlide,g=a.querySelector(".gslide-media"),n=a.querySelector(".gslide-inline"),f=null,c(g,"gslide-image")&&(f=g.querySelector("img")),(window.innerWidth||document.documentElement.clientWidth||document.body.clientWidth)>769&&(g=a.querySelector(".ginner-container")),d(Y,"greset"),t.pageX>20&&t.pageXo){var a=O.pageX-P.pageX;if(Math.abs(a)<=13)return!1}p=!0;var h,d=s.targetTouches[0].clientX,c=s.targetTouches[0].clientY,u=M-d,m=z-c;if(Math.abs(u)>Math.abs(m)?(L=!1,I=!0):(I=!1,L=!0),t=P.pageX-O.pageX,E=100*t/l,i=P.pageY-O.pageY,A=100*i/o,L&&f&&(h=1-Math.abs(i)/o,Y.style.opacity=h,e.settings.touchFollowAxis&&(E=0)),I&&(h=1-Math.abs(t)/l,g.style.opacity=h,e.settings.touchFollowAxis&&(A=0)),!f)return v(g,"translate3d(".concat(E,"%, 0, 0)"));v(g,"translate3d(".concat(E,"%, ").concat(A,"%, 0)"))}},touchEnd:function(){if(r){if(p=!1,S||b)return C=w,void(k=T);var t=Math.abs(parseInt(A)),i=Math.abs(parseInt(E));if(!(t>29&&f))return t<29&&i<25?(h(Y,"greset"),Y.style.opacity=1,W(g)):void 0;e.close()}},multipointEnd:function(){setTimeout((function(){b=!1}),50)},multipointStart:function(){b=!0,m=x||1},pinch:function(e){if(!f||p)return!1;b=!0,f.scaleX=f.scaleY=m*e.zoom;var t=m*e.zoom;if(S=!0,t<=1)return S=!1,t=1,k=null,C=null,w=null,T=null,void f.setAttribute("style","");t>4.5&&(t=4.5),f.style.transform="scale3d(".concat(t,", ").concat(t,", 1)"),x=t},pressMove:function(e){if(S&&!b){var t=P.pageX-O.pageX,i=P.pageY-O.pageY;C&&(t+=C),k&&(i+=k),w=t,T=i;var n="translate3d(".concat(t,"px, ").concat(i,"px, 0)");x&&(n+=" scale3d(".concat(x,", ").concat(x,", 1)")),v(f,n)}},swipe:function(t){if(!S)if(b)b=!1;else{if("Left"==t.direction){if(e.index==e.elements.length-1)return W(g);e.nextSlide()}if("Right"==t.direction){if(0==e.index)return W(g);e.prevSlide()}}}});e.events.touch=q}var H=function(){function e(i,n){var s=this,l=arguments.length>2&&void 0!==arguments[2]?arguments[2]:null;if(t(this,e),this.img=i,this.slide=n,this.onclose=l,this.img.setZoomEvents)return!1;this.active=!1,this.zoomedIn=!1,this.dragging=!1,this.currentX=null,this.currentY=null,this.initialX=null,this.initialY=null,this.xOffset=0,this.yOffset=0,this.img.addEventListener("mousedown",(function(e){return s.dragStart(e)}),!1),this.img.addEventListener("mouseup",(function(e){return s.dragEnd(e)}),!1),this.img.addEventListener("mousemove",(function(e){return s.drag(e)}),!1),this.img.addEventListener("click",(function(e){return s.slide.classList.contains("dragging-nav")?(s.zoomOut(),!1):s.zoomedIn?void(s.zoomedIn&&!s.dragging&&s.zoomOut()):s.zoomIn()}),!1),this.img.setZoomEvents=!0}return n(e,[{key:"zoomIn",value:function(){var e=this.widowWidth();if(!(this.zoomedIn||e<=768)){var t=this.img;if(t.setAttribute("data-style",t.getAttribute("style")),t.style.maxWidth=t.naturalWidth+"px",t.style.maxHeight=t.naturalHeight+"px",t.naturalWidth>e){var i=e/2-t.naturalWidth/2;this.setTranslate(this.img.parentNode,i,0)}this.slide.classList.add("zoomed"),this.zoomedIn=!0}}},{key:"zoomOut",value:function(){this.img.parentNode.setAttribute("style",""),this.img.setAttribute("style",this.img.getAttribute("data-style")),this.slide.classList.remove("zoomed"),this.zoomedIn=!1,this.currentX=null,this.currentY=null,this.initialX=null,this.initialY=null,this.xOffset=0,this.yOffset=0,this.onclose&&"function"==typeof this.onclose&&this.onclose()}},{key:"dragStart",value:function(e){e.preventDefault(),this.zoomedIn?("touchstart"===e.type?(this.initialX=e.touches[0].clientX-this.xOffset,this.initialY=e.touches[0].clientY-this.yOffset):(this.initialX=e.clientX-this.xOffset,this.initialY=e.clientY-this.yOffset),e.target===this.img&&(this.active=!0,this.img.classList.add("dragging"))):this.active=!1}},{key:"dragEnd",value:function(e){var t=this;e.preventDefault(),this.initialX=this.currentX,this.initialY=this.currentY,this.active=!1,setTimeout((function(){t.dragging=!1,t.img.isDragging=!1,t.img.classList.remove("dragging")}),100)}},{key:"drag",value:function(e){this.active&&(e.preventDefault(),"touchmove"===e.type?(this.currentX=e.touches[0].clientX-this.initialX,this.currentY=e.touches[0].clientY-this.initialY):(this.currentX=e.clientX-this.initialX,this.currentY=e.clientY-this.initialY),this.xOffset=this.currentX,this.yOffset=this.currentY,this.img.isDragging=!0,this.dragging=!0,this.setTranslate(this.img,this.currentX,this.currentY))}},{key:"onMove",value:function(e){if(this.zoomedIn){var t=e.clientX-this.img.naturalWidth/2,i=e.clientY-this.img.naturalHeight/2;this.setTranslate(this.img,t,i)}}},{key:"setTranslate",value:function(e,t,i){e.style.transform="translate3d("+t+"px, "+i+"px, 0)"}},{key:"widowWidth",value:function(){return window.innerWidth||document.documentElement.clientWidth||document.body.clientWidth}}]),e}(),V=function(){function e(){var i=this,n=arguments.length>0&&void 0!==arguments[0]?arguments[0]:{};t(this,e);var s=n.dragEl,l=n.toleranceX,o=void 0===l?40:l,r=n.toleranceY,a=void 0===r?65:r,h=n.slide,d=void 0===h?null:h,c=n.instance,u=void 0===c?null:c;this.el=s,this.active=!1,this.dragging=!1,this.currentX=null,this.currentY=null,this.initialX=null,this.initialY=null,this.xOffset=0,this.yOffset=0,this.direction=null,this.lastDirection=null,this.toleranceX=o,this.toleranceY=a,this.toleranceReached=!1,this.dragContainer=this.el,this.slide=d,this.instance=u,this.el.addEventListener("mousedown",(function(e){return i.dragStart(e)}),!1),this.el.addEventListener("mouseup",(function(e){return i.dragEnd(e)}),!1),this.el.addEventListener("mousemove",(function(e){return i.drag(e)}),!1)}return n(e,[{key:"dragStart",value:function(e){if(this.slide.classList.contains("zoomed"))this.active=!1;else{"touchstart"===e.type?(this.initialX=e.touches[0].clientX-this.xOffset,this.initialY=e.touches[0].clientY-this.yOffset):(this.initialX=e.clientX-this.xOffset,this.initialY=e.clientY-this.yOffset);var t=e.target.nodeName.toLowerCase();e.target.classList.contains("nodrag")||u(e.target,".nodrag")||-1!==["input","select","textarea","button","a"].indexOf(t)?this.active=!1:(e.preventDefault(),(e.target===this.el||"img"!==t&&u(e.target,".gslide-inline"))&&(this.active=!0,this.el.classList.add("dragging"),this.dragContainer=u(e.target,".ginner-container")))}}},{key:"dragEnd",value:function(e){var t=this;e&&e.preventDefault(),this.initialX=0,this.initialY=0,this.currentX=null,this.currentY=null,this.initialX=null,this.initialY=null,this.xOffset=0,this.yOffset=0,this.active=!1,this.doSlideChange&&(this.instance.preventOutsideClick=!0,"right"==this.doSlideChange&&this.instance.prevSlide(),"left"==this.doSlideChange&&this.instance.nextSlide()),this.doSlideClose&&this.instance.close(),this.toleranceReached||this.setTranslate(this.dragContainer,0,0,!0),setTimeout((function(){t.instance.preventOutsideClick=!1,t.toleranceReached=!1,t.lastDirection=null,t.dragging=!1,t.el.isDragging=!1,t.el.classList.remove("dragging"),t.slide.classList.remove("dragging-nav"),t.dragContainer.style.transform="",t.dragContainer.style.transition=""}),100)}},{key:"drag",value:function(e){if(this.active){e.preventDefault(),this.slide.classList.add("dragging-nav"),"touchmove"===e.type?(this.currentX=e.touches[0].clientX-this.initialX,this.currentY=e.touches[0].clientY-this.initialY):(this.currentX=e.clientX-this.initialX,this.currentY=e.clientY-this.initialY),this.xOffset=this.currentX,this.yOffset=this.currentY,this.el.isDragging=!0,this.dragging=!0,this.doSlideChange=!1,this.doSlideClose=!1;var t=Math.abs(this.currentX),i=Math.abs(this.currentY);if(t>0&&t>=Math.abs(this.currentY)&&(!this.lastDirection||"x"==this.lastDirection)){this.yOffset=0,this.lastDirection="x",this.setTranslate(this.dragContainer,this.currentX,0);var n=this.shouldChange();if(!this.instance.settings.dragAutoSnap&&n&&(this.doSlideChange=n),this.instance.settings.dragAutoSnap&&n)return this.instance.preventOutsideClick=!0,this.toleranceReached=!0,this.active=!1,this.instance.preventOutsideClick=!0,this.dragEnd(null),"right"==n&&this.instance.prevSlide(),void("left"==n&&this.instance.nextSlide())}if(this.toleranceY>0&&i>0&&i>=t&&(!this.lastDirection||"y"==this.lastDirection)){this.xOffset=0,this.lastDirection="y",this.setTranslate(this.dragContainer,0,this.currentY);var s=this.shouldClose();return!this.instance.settings.dragAutoSnap&&s&&(this.doSlideClose=!0),void(this.instance.settings.dragAutoSnap&&s&&this.instance.close())}}}},{key:"shouldChange",value:function(){var e=!1;if(Math.abs(this.currentX)>=this.toleranceX){var t=this.currentX>0?"right":"left";("left"==t&&this.slide!==this.slide.parentNode.lastChild||"right"==t&&this.slide!==this.slide.parentNode.firstChild)&&(e=t)}return e}},{key:"shouldClose",value:function(){var e=!1;return Math.abs(this.currentY)>=this.toleranceY&&(e=!0),e}},{key:"setTranslate",value:function(e,t,i){var n=arguments.length>3&&void 0!==arguments[3]&&arguments[3];e.style.transition=n?"all .2s ease":"",e.style.transform="translate3d(".concat(t,"px, ").concat(i,"px, 0)")}}]),e}();function j(e,t,i,n){var s=e.querySelector(".gslide-media"),l=new Image,o="gSlideTitle_"+i,r="gSlideDesc_"+i;l.addEventListener("load",(function(){T(n)&&n()}),!1),l.src=t.href,""!=t.sizes&&""!=t.srcset&&(l.sizes=t.sizes,l.srcset=t.srcset),l.alt="",I(t.alt)||""===t.alt||(l.alt=t.alt),""!==t.title&&l.setAttribute("aria-labelledby",o),""!==t.description&&l.setAttribute("aria-describedby",r),t.hasOwnProperty("_hasCustomWidth")&&t._hasCustomWidth&&(l.style.width=t.width),t.hasOwnProperty("_hasCustomHeight")&&t._hasCustomHeight&&(l.style.height=t.height),s.insertBefore(l,s.firstChild)}function F(e,t,i,n){var s=this,l=e.querySelector(".ginner-container"),o="gvideo"+i,r=e.querySelector(".gslide-media"),a=this.getAllPlayers();h(l,"gvideo-container"),r.insertBefore(m('
    '),r.firstChild);var d=e.querySelector(".gvideo-wrapper");S(this.settings.plyr.css,"Plyr");var c=t.href,u=location.protocol.replace(":",""),g="",v="",f=!1;"file"==u&&(u="http"),r.style.maxWidth=t.width,S(this.settings.plyr.js,"Plyr",(function(){if(c.match(/vimeo\.com\/([0-9]*)/)){var l=/vimeo.*\/(\d+)/i.exec(c);g="vimeo",v=l[1]}if(c.match(/(youtube\.com|youtube-nocookie\.com)\/watch\?v=([a-zA-Z0-9\-_]+)/)||c.match(/youtu\.be\/([a-zA-Z0-9\-_]+)/)||c.match(/(youtube\.com|youtube-nocookie\.com)\/embed\/([a-zA-Z0-9\-_]+)/)){var r=function(e){var t="";t=void 0!==(e=e.replace(/(>|<)/gi,"").split(/(vi\/|v=|\/v\/|youtu\.be\/|\/embed\/)/))[2]?(t=e[2].split(/[^0-9a-z_\-]/i))[0]:e;return t}(c);g="youtube",v=r}if(null!==c.match(/\.(mp4|ogg|webm|mov)$/)){g="local";var u='")}var w=f||m('
    '));h(d,"".concat(g,"-video gvideo")),d.appendChild(w),d.setAttribute("data-id",o),d.setAttribute("data-index",i);var C=O(s.settings.plyr,"config")?s.settings.plyr.config:{},k=new Plyr("#"+o,C);k.on("ready",(function(e){var t=e.detail.plyr;a[o]=t,T(n)&&n()})),b((function(){return e.querySelector("iframe")&&"true"==e.querySelector("iframe").dataset.ready}),(function(){s.resize(e)})),k.on("enterfullscreen",R),k.on("exitfullscreen",R)}))}function R(e){var t=u(e.target,".gslide-media");"enterfullscreen"==e.type&&h(t,"fullscreen"),"exitfullscreen"==e.type&&d(t,"fullscreen")}function G(e,t,i,n){var s,l=this,o=e.querySelector(".gslide-media"),r=!(!O(t,"href")||!t.href)&&t.href.split("#").pop().trim(),d=!(!O(t,"content")||!t.content)&&t.content;if(d&&(C(d)&&(s=m('
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t=e;if(null!==(e=e.toLowerCase()).match(/\.(jpeg|jpg|jpe|gif|png|apn|webp|avif|svg)/))return"image";if(e.match(/(youtube\.com|youtube-nocookie\.com)\/watch\?v=([a-zA-Z0-9\-_]+)/)||e.match(/youtu\.be\/([a-zA-Z0-9\-_]+)/)||e.match(/(youtube\.com|youtube-nocookie\.com)\/embed\/([a-zA-Z0-9\-_]+)/))return"video";if(e.match(/vimeo\.com\/([0-9]*)/))return"video";if(null!==e.match(/\.(mp4|ogg|webm|mov)/))return"video";if(null!==e.match(/\.(mp3|wav|wma|aac|ogg)/))return"audio";if(e.indexOf("#")>-1&&""!==t.split("#").pop().trim())return"inline";return e.indexOf("goajax=true")>-1?"ajax":"external"}},{key:"parseConfig",value:function(e,t){var i=this,n=l({descPosition:t.descPosition},this.defaults);if(L(e)&&!k(e)){O(e,"type")||(O(e,"content")&&e.content?e.type="inline":O(e,"href")&&(e.type=this.sourceType(e.href)));var s=l(n,e);return this.setSize(s,t),s}var r="",a=e.getAttribute("data-glightbox"),h=e.nodeName.toLowerCase();if("a"===h&&(r=e.href),"img"===h&&(r=e.src,n.alt=e.alt),n.href=r,o(n,(function(s,l){O(t,l)&&"width"!==l&&(n[l]=t[l]);var o=e.dataset[l];I(o)||(n[l]=i.sanitizeValue(o))})),n.content&&(n.type="inline"),!n.type&&r&&(n.type=this.sourceType(r)),I(a)){if(!n.title&&"a"==h){var d=e.title;I(d)||""===d||(n.title=d)}if(!n.title&&"img"==h){var c=e.alt;I(c)||""===c||(n.title=c)}}else{var u=[];o(n,(function(e,t){u.push(";\\s?"+t)})),u=u.join("\\s?:|"),""!==a.trim()&&o(n,(function(e,t){var s=a,l=new RegExp("s?"+t+"s?:s?(.*?)("+u+"s?:|$)"),o=s.match(l);if(o&&o.length&&o[1]){var r=o[1].trim().replace(/;\s*$/,"");n[t]=i.sanitizeValue(r)}}))}if(n.description&&"."===n.description.substring(0,1)){var g;try{g=document.querySelector(n.description).innerHTML}catch(e){if(!(e instanceof DOMException))throw e}g&&(n.description=g)}if(!n.description){var v=e.querySelector(".glightbox-desc");v&&(n.description=v.innerHTML)}return this.setSize(n,t,e),this.slideConfig=n,n}},{key:"setSize",value:function(e,t){var i=arguments.length>2&&void 0!==arguments[2]?arguments[2]:null,n="video"==e.type?this.checkSize(t.videosWidth):this.checkSize(t.width),s=this.checkSize(t.height);return e.width=O(e,"width")&&""!==e.width?this.checkSize(e.width):n,e.height=O(e,"height")&&""!==e.height?this.checkSize(e.height):s,i&&"image"==e.type&&(e._hasCustomWidth=!!i.dataset.width,e._hasCustomHeight=!!i.dataset.height),e}},{key:"checkSize",value:function(e){return M(e)?"".concat(e,"px"):e}},{key:"sanitizeValue",value:function(e){return"true"!==e&&"false"!==e?e:"true"===e}}]),e}(),U=function(){function e(i,n,s){t(this,e),this.element=i,this.instance=n,this.index=s}return n(e,[{key:"setContent",value:function(){var e=this,t=arguments.length>0&&void 0!==arguments[0]?arguments[0]:null,i=arguments.length>1&&void 0!==arguments[1]&&arguments[1];if(c(t,"loaded"))return!1;var n=this.instance.settings,s=this.slideConfig,l=w();T(n.beforeSlideLoad)&&n.beforeSlideLoad({index:this.index,slide:t,player:!1});var o=s.type,r=s.descPosition,a=t.querySelector(".gslide-media"),d=t.querySelector(".gslide-title"),u=t.querySelector(".gslide-desc"),g=t.querySelector(".gdesc-inner"),v=i,f="gSlideTitle_"+this.index,p="gSlideDesc_"+this.index;if(T(n.afterSlideLoad)&&(v=function(){T(i)&&i(),n.afterSlideLoad({index:e.index,slide:t,player:e.instance.getSlidePlayerInstance(e.index)})}),""==s.title&&""==s.description?g&&g.parentNode.parentNode.removeChild(g.parentNode):(d&&""!==s.title?(d.id=f,d.innerHTML=s.title):d.parentNode.removeChild(d),u&&""!==s.description?(u.id=p,l&&n.moreLength>0?(s.smallDescription=this.slideShortDesc(s.description,n.moreLength,n.moreText),u.innerHTML=s.smallDescription,this.descriptionEvents(u,s)):u.innerHTML=s.description):u.parentNode.removeChild(u),h(a.parentNode,"desc-".concat(r)),h(g.parentNode,"description-".concat(r))),h(a,"gslide-".concat(o)),h(t,"loaded"),"video"!==o){if("external"!==o)return"inline"===o?(G.apply(this.instance,[t,s,this.index,v]),void(s.draggable&&new V({dragEl:t.querySelector(".gslide-inline"),toleranceX:n.dragToleranceX,toleranceY:n.dragToleranceY,slide:t,instance:this.instance}))):void("image"!==o?T(v)&&v():j(t,s,this.index,(function(){var i=t.querySelector("img");s.draggable&&new V({dragEl:i,toleranceX:n.dragToleranceX,toleranceY:n.dragToleranceY,slide:t,instance:e.instance}),s.zoomable&&i.naturalWidth>i.offsetWidth&&(h(i,"zoomable"),new H(i,t,(function(){e.instance.resize()}))),T(v)&&v()})));Z.apply(this,[t,s,this.index,v])}else F.apply(this.instance,[t,s,this.index,v])}},{key:"slideShortDesc",value:function(e){var t=arguments.length>1&&void 0!==arguments[1]?arguments[1]:50,i=arguments.length>2&&void 0!==arguments[2]&&arguments[2],n=document.createElement("div");n.innerHTML=e;var s=n.innerText,l=i;if((e=s.trim()).length<=t)return e;var o=e.substr(0,t-1);return l?(n=null,o+'... '+i+""):o}},{key:"descriptionEvents",value:function(e,t){var i=this,n=e.querySelector(".desc-more");if(!n)return!1;a("click",{onElement:n,withCallback:function(e,n){e.preventDefault();var s=document.body,l=u(n,".gslide-desc");if(!l)return!1;l.innerHTML=t.description,h(s,"gdesc-open");var o=a("click",{onElement:[s,u(l,".gslide-description")],withCallback:function(e,n){"a"!==e.target.nodeName.toLowerCase()&&(d(s,"gdesc-open"),h(s,"gdesc-closed"),l.innerHTML=t.smallDescription,i.descriptionEvents(l,t),setTimeout((function(){d(s,"gdesc-closed")}),400),o.destroy())}})}})}},{key:"create",value:function(){return m(this.instance.settings.slideHTML)}},{key:"getConfig",value:function(){k(this.element)||this.element.hasOwnProperty("draggable")||(this.element.draggable=this.instance.settings.draggable);var e=new $(this.instance.settings.slideExtraAttributes);return this.slideConfig=e.parseConfig(this.element,this.instance.settings),this.slideConfig}}]),e}(),J=w(),K=null!==w()||void 0!==document.createTouch||"ontouchstart"in window||"onmsgesturechange"in window||navigator.msMaxTouchPoints,Q=document.getElementsByTagName("html")[0],ee={selector:".glightbox",elements:null,skin:"clean",theme:"clean",closeButton:!0,startAt:null,autoplayVideos:!0,autofocusVideos:!0,descPosition:"bottom",width:"900px",height:"506px",videosWidth:"960px",beforeSlideChange:null,afterSlideChange:null,beforeSlideLoad:null,afterSlideLoad:null,slideInserted:null,slideRemoved:null,slideExtraAttributes:null,onOpen:null,onClose:null,loop:!1,zoomable:!0,draggable:!0,dragAutoSnap:!1,dragToleranceX:40,dragToleranceY:65,preload:!0,oneSlidePerOpen:!1,touchNavigation:!0,touchFollowAxis:!0,keyboardNavigation:!0,closeOnOutsideClick:!0,plugins:!1,plyr:{css:"https://cdn.plyr.io/3.6.8/plyr.css",js:"https://cdn.plyr.io/3.6.8/plyr.js",config:{ratio:"16:9",fullscreen:{enabled:!0,iosNative:!0},youtube:{noCookie:!0,rel:0,showinfo:0,iv_load_policy:3},vimeo:{byline:!1,portrait:!1,title:!1,transparent:!1}}},openEffect:"zoom",closeEffect:"zoom",slideEffect:"slide",moreText:"See more",moreLength:60,cssEfects:{fade:{in:"fadeIn",out:"fadeOut"},zoom:{in:"zoomIn",out:"zoomOut"},slide:{in:"slideInRight",out:"slideOutLeft"},slideBack:{in:"slideInLeft",out:"slideOutRight"},none:{in:"none",out:"none"}},svg:{close:'',next:' ',prev:''},slideHTML:'
    \n
    \n
    \n
    \n
    \n
    \n
    \n

    \n
    \n
    \n
    \n
    \n
    \n
    ',lightboxHTML:''},te=function(){function e(){var i=arguments.length>0&&void 0!==arguments[0]?arguments[0]:{};t(this,e),this.customOptions=i,this.settings=l(ee,i),this.effectsClasses=this.getAnimationClasses(),this.videoPlayers={},this.apiEvents=[],this.fullElementsList=!1}return n(e,[{key:"init",value:function(){var e=this,t=this.getSelector();t&&(this.baseEvents=a("click",{onElement:t,withCallback:function(t,i){t.preventDefault(),e.open(i)}})),this.elements=this.getElements()}},{key:"open",value:function(){var e=arguments.length>0&&void 0!==arguments[0]?arguments[0]:null,t=arguments.length>1&&void 0!==arguments[1]?arguments[1]:null;if(0==this.elements.length)return!1;this.activeSlide=null,this.prevActiveSlideIndex=null,this.prevActiveSlide=null;var i=M(t)?t:this.settings.startAt;if(k(e)){var n=e.getAttribute("data-gallery");n&&(this.fullElementsList=this.elements,this.elements=this.getGalleryElements(this.elements,n)),I(i)&&(i=this.getElementIndex(e))<0&&(i=0)}M(i)||(i=0),this.build(),g(this.overlay,"none"==this.settings.openEffect?"none":this.settings.cssEfects.fade.in);var s=document.body,l=window.innerWidth-document.documentElement.clientWidth;if(l>0){var o=document.createElement("style");o.type="text/css",o.className="gcss-styles",o.innerText=".gscrollbar-fixer {margin-right: ".concat(l,"px}"),document.head.appendChild(o),h(s,"gscrollbar-fixer")}h(s,"glightbox-open"),h(Q,"glightbox-open"),J&&(h(document.body,"glightbox-mobile"),this.settings.slideEffect="slide"),this.showSlide(i,!0),1==this.elements.length?(h(this.prevButton,"glightbox-button-hidden"),h(this.nextButton,"glightbox-button-hidden")):(d(this.prevButton,"glightbox-button-hidden"),d(this.nextButton,"glightbox-button-hidden")),this.lightboxOpen=!0,this.trigger("open"),T(this.settings.onOpen)&&this.settings.onOpen(),K&&this.settings.touchNavigation&&B(this),this.settings.keyboardNavigation&&X(this)}},{key:"openAt",value:function(){var e=arguments.length>0&&void 0!==arguments[0]?arguments[0]:0;this.open(null,e)}},{key:"showSlide",value:function(){var e=this,t=arguments.length>0&&void 0!==arguments[0]?arguments[0]:0,i=arguments.length>1&&void 0!==arguments[1]&&arguments[1];f(this.loader),this.index=parseInt(t);var n=this.slidesContainer.querySelector(".current");n&&d(n,"current"),this.slideAnimateOut();var s=this.slidesContainer.querySelectorAll(".gslide")[t];if(c(s,"loaded"))this.slideAnimateIn(s,i),p(this.loader);else{f(this.loader);var l=this.elements[t],o={index:this.index,slide:s,slideNode:s,slideConfig:l.slideConfig,slideIndex:this.index,trigger:l.node,player:null};this.trigger("slide_before_load",o),l.instance.setContent(s,(function(){p(e.loader),e.resize(),e.slideAnimateIn(s,i),e.trigger("slide_after_load",o)}))}this.slideDescription=s.querySelector(".gslide-description"),this.slideDescriptionContained=this.slideDescription&&c(this.slideDescription.parentNode,"gslide-media"),this.settings.preload&&(this.preloadSlide(t+1),this.preloadSlide(t-1)),this.updateNavigationClasses(),this.activeSlide=s}},{key:"preloadSlide",value:function(e){var t=this;if(e<0||e>this.elements.length-1)return!1;if(I(this.elements[e]))return!1;var i=this.slidesContainer.querySelectorAll(".gslide")[e];if(c(i,"loaded"))return!1;var n=this.elements[e],s=n.type,l={index:e,slide:i,slideNode:i,slideConfig:n.slideConfig,slideIndex:e,trigger:n.node,player:null};this.trigger("slide_before_load",l),"video"==s||"external"==s?setTimeout((function(){n.instance.setContent(i,(function(){t.trigger("slide_after_load",l)}))}),200):n.instance.setContent(i,(function(){t.trigger("slide_after_load",l)}))}},{key:"prevSlide",value:function(){this.goToSlide(this.index-1)}},{key:"nextSlide",value:function(){this.goToSlide(this.index+1)}},{key:"goToSlide",value:function(){var e=arguments.length>0&&void 0!==arguments[0]&&arguments[0];if(this.prevActiveSlide=this.activeSlide,this.prevActiveSlideIndex=this.index,!this.loop()&&(e<0||e>this.elements.length-1))return!1;e<0?e=this.elements.length-1:e>=this.elements.length&&(e=0),this.showSlide(e)}},{key:"insertSlide",value:function(){var e=arguments.length>0&&void 0!==arguments[0]?arguments[0]:{},t=arguments.length>1&&void 0!==arguments[1]?arguments[1]:-1;t<0&&(t=this.elements.length);var i=new U(e,this,t),n=i.getConfig(),s=l({},n),o=i.create(),r=this.elements.length-1;s.index=t,s.node=!1,s.instance=i,s.slideConfig=n,this.elements.splice(t,0,s);var a=null,h=null;if(this.slidesContainer){if(t>r)this.slidesContainer.appendChild(o);else{var d=this.slidesContainer.querySelectorAll(".gslide")[t];this.slidesContainer.insertBefore(o,d)}(this.settings.preload&&0==this.index&&0==t||this.index-1==t||this.index+1==t)&&this.preloadSlide(t),0==this.index&&0==t&&(this.index=1),this.updateNavigationClasses(),a=this.slidesContainer.querySelectorAll(".gslide")[t],h=this.getSlidePlayerInstance(t),s.slideNode=a}this.trigger("slide_inserted",{index:t,slide:a,slideNode:a,slideConfig:n,slideIndex:t,trigger:null,player:h}),T(this.settings.slideInserted)&&this.settings.slideInserted({index:t,slide:a,player:h})}},{key:"removeSlide",value:function(){var e=arguments.length>0&&void 0!==arguments[0]?arguments[0]:-1;if(e<0||e>this.elements.length-1)return!1;var t=this.slidesContainer&&this.slidesContainer.querySelectorAll(".gslide")[e];t&&(this.getActiveSlideIndex()==e&&(e==this.elements.length-1?this.prevSlide():this.nextSlide()),t.parentNode.removeChild(t)),this.elements.splice(e,1),this.trigger("slide_removed",e),T(this.settings.slideRemoved)&&this.settings.slideRemoved(e)}},{key:"slideAnimateIn",value:function(e,t){var i=this,n=e.querySelector(".gslide-media"),s=e.querySelector(".gslide-description"),l={index:this.prevActiveSlideIndex,slide:this.prevActiveSlide,slideNode:this.prevActiveSlide,slideIndex:this.prevActiveSlide,slideConfig:I(this.prevActiveSlideIndex)?null:this.elements[this.prevActiveSlideIndex].slideConfig,trigger:I(this.prevActiveSlideIndex)?null:this.elements[this.prevActiveSlideIndex].node,player:this.getSlidePlayerInstance(this.prevActiveSlideIndex)},o={index:this.index,slide:this.activeSlide,slideNode:this.activeSlide,slideConfig:this.elements[this.index].slideConfig,slideIndex:this.index,trigger:this.elements[this.index].node,player:this.getSlidePlayerInstance(this.index)};if(n.offsetWidth>0&&s&&(p(s),s.style.display=""),d(e,this.effectsClasses),t)g(e,this.settings.cssEfects[this.settings.openEffect].in,(function(){i.settings.autoplayVideos&&i.slidePlayerPlay(e),i.trigger("slide_changed",{prev:l,current:o}),T(i.settings.afterSlideChange)&&i.settings.afterSlideChange.apply(i,[l,o])}));else{var r=this.settings.slideEffect,a="none"!==r?this.settings.cssEfects[r].in:r;this.prevActiveSlideIndex>this.index&&"slide"==this.settings.slideEffect&&(a=this.settings.cssEfects.slideBack.in),g(e,a,(function(){i.settings.autoplayVideos&&i.slidePlayerPlay(e),i.trigger("slide_changed",{prev:l,current:o}),T(i.settings.afterSlideChange)&&i.settings.afterSlideChange.apply(i,[l,o])}))}setTimeout((function(){i.resize(e)}),100),h(e,"current")}},{key:"slideAnimateOut",value:function(){if(!this.prevActiveSlide)return!1;var e=this.prevActiveSlide;d(e,this.effectsClasses),h(e,"prev");var t=this.settings.slideEffect,i="none"!==t?this.settings.cssEfects[t].out:t;this.slidePlayerPause(e),this.trigger("slide_before_change",{prev:{index:this.prevActiveSlideIndex,slide:this.prevActiveSlide,slideNode:this.prevActiveSlide,slideIndex:this.prevActiveSlideIndex,slideConfig:I(this.prevActiveSlideIndex)?null:this.elements[this.prevActiveSlideIndex].slideConfig,trigger:I(this.prevActiveSlideIndex)?null:this.elements[this.prevActiveSlideIndex].node,player:this.getSlidePlayerInstance(this.prevActiveSlideIndex)},current:{index:this.index,slide:this.activeSlide,slideNode:this.activeSlide,slideIndex:this.index,slideConfig:this.elements[this.index].slideConfig,trigger:this.elements[this.index].node,player:this.getSlidePlayerInstance(this.index)}}),T(this.settings.beforeSlideChange)&&this.settings.beforeSlideChange.apply(this,[{index:this.prevActiveSlideIndex,slide:this.prevActiveSlide,player:this.getSlidePlayerInstance(this.prevActiveSlideIndex)},{index:this.index,slide:this.activeSlide,player:this.getSlidePlayerInstance(this.index)}]),this.prevActiveSlideIndex>this.index&&"slide"==this.settings.slideEffect&&(i=this.settings.cssEfects.slideBack.out),g(e,i,(function(){var t=e.querySelector(".ginner-container"),i=e.querySelector(".gslide-media"),n=e.querySelector(".gslide-description");t.style.transform="",i.style.transform="",d(i,"greset"),i.style.opacity="",n&&(n.style.opacity=""),d(e,"prev")}))}},{key:"getAllPlayers",value:function(){return this.videoPlayers}},{key:"getSlidePlayerInstance",value:function(e){var t="gvideo"+e,i=this.getAllPlayers();return!(!O(i,t)||!i[t])&&i[t]}},{key:"stopSlideVideo",value:function(e){if(k(e)){var t=e.querySelector(".gvideo-wrapper");t&&(e=t.getAttribute("data-index"))}console.log("stopSlideVideo is deprecated, use slidePlayerPause");var i=this.getSlidePlayerInstance(e);i&&i.playing&&i.pause()}},{key:"slidePlayerPause",value:function(e){if(k(e)){var t=e.querySelector(".gvideo-wrapper");t&&(e=t.getAttribute("data-index"))}var i=this.getSlidePlayerInstance(e);i&&i.playing&&i.pause()}},{key:"playSlideVideo",value:function(e){if(k(e)){var t=e.querySelector(".gvideo-wrapper");t&&(e=t.getAttribute("data-index"))}console.log("playSlideVideo is deprecated, use slidePlayerPlay");var i=this.getSlidePlayerInstance(e);i&&!i.playing&&i.play()}},{key:"slidePlayerPlay",value:function(e){if(k(e)){var t=e.querySelector(".gvideo-wrapper");t&&(e=t.getAttribute("data-index"))}var i=this.getSlidePlayerInstance(e);i&&!i.playing&&(i.play(),this.settings.autofocusVideos&&i.elements.container.focus())}},{key:"setElements",value:function(e){var t=this;this.settings.elements=!1;var i=[];e&&e.length&&o(e,(function(e,n){var s=new U(e,t,n),o=s.getConfig(),r=l({},o);r.slideConfig=o,r.instance=s,r.index=n,i.push(r)})),this.elements=i,this.lightboxOpen&&(this.slidesContainer.innerHTML="",this.elements.length&&(o(this.elements,(function(){var e=m(t.settings.slideHTML);t.slidesContainer.appendChild(e)})),this.showSlide(0,!0)))}},{key:"getElementIndex",value:function(e){var t=!1;return o(this.elements,(function(i,n){if(O(i,"node")&&i.node==e)return t=n,!0})),t}},{key:"getElements",value:function(){var e=this,t=[];this.elements=this.elements?this.elements:[],!I(this.settings.elements)&&E(this.settings.elements)&&this.settings.elements.length&&o(this.settings.elements,(function(i,n){var s=new U(i,e,n),o=s.getConfig(),r=l({},o);r.node=!1,r.index=n,r.instance=s,r.slideConfig=o,t.push(r)}));var i=!1;return this.getSelector()&&(i=document.querySelectorAll(this.getSelector())),i?(o(i,(function(i,n){var s=new U(i,e,n),o=s.getConfig(),r=l({},o);r.node=i,r.index=n,r.instance=s,r.slideConfig=o,r.gallery=i.getAttribute("data-gallery"),t.push(r)})),t):t}},{key:"getGalleryElements",value:function(e,t){return e.filter((function(e){return e.gallery==t}))}},{key:"getSelector",value:function(){return!this.settings.elements&&(this.settings.selector&&"data-"==this.settings.selector.substring(0,5)?"*[".concat(this.settings.selector,"]"):this.settings.selector)}},{key:"getActiveSlide",value:function(){return this.slidesContainer.querySelectorAll(".gslide")[this.index]}},{key:"getActiveSlideIndex",value:function(){return this.index}},{key:"getAnimationClasses",value:function(){var e=[];for(var t in this.settings.cssEfects)if(this.settings.cssEfects.hasOwnProperty(t)){var i=this.settings.cssEfects[t];e.push("g".concat(i.in)),e.push("g".concat(i.out))}return e.join(" ")}},{key:"build",value:function(){var e=this;if(this.built)return!1;var t=document.body.childNodes,i=[];o(t,(function(e){e.parentNode==document.body&&"#"!==e.nodeName.charAt(0)&&e.hasAttribute&&!e.hasAttribute("aria-hidden")&&(i.push(e),e.setAttribute("aria-hidden","true"))}));var n=O(this.settings.svg,"next")?this.settings.svg.next:"",s=O(this.settings.svg,"prev")?this.settings.svg.prev:"",l=O(this.settings.svg,"close")?this.settings.svg.close:"",r=this.settings.lightboxHTML;r=m(r=(r=(r=r.replace(/{nextSVG}/g,n)).replace(/{prevSVG}/g,s)).replace(/{closeSVG}/g,l)),document.body.appendChild(r);var d=document.getElementById("glightbox-body");this.modal=d;var g=d.querySelector(".gclose");this.prevButton=d.querySelector(".gprev"),this.nextButton=d.querySelector(".gnext"),this.overlay=d.querySelector(".goverlay"),this.loader=d.querySelector(".gloader"),this.slidesContainer=document.getElementById("glightbox-slider"),this.bodyHiddenChildElms=i,this.events={},h(this.modal,"glightbox-"+this.settings.skin),this.settings.closeButton&&g&&(this.events.close=a("click",{onElement:g,withCallback:function(t,i){t.preventDefault(),e.close()}})),g&&!this.settings.closeButton&&g.parentNode.removeChild(g),this.nextButton&&(this.events.next=a("click",{onElement:this.nextButton,withCallback:function(t,i){t.preventDefault(),e.nextSlide()}})),this.prevButton&&(this.events.prev=a("click",{onElement:this.prevButton,withCallback:function(t,i){t.preventDefault(),e.prevSlide()}})),this.settings.closeOnOutsideClick&&(this.events.outClose=a("click",{onElement:d,withCallback:function(t,i){e.preventOutsideClick||c(document.body,"glightbox-mobile")||u(t.target,".ginner-container")||u(t.target,".gbtn")||c(t.target,"gnext")||c(t.target,"gprev")||e.close()}})),o(this.elements,(function(t,i){e.slidesContainer.appendChild(t.instance.create()),t.slideNode=e.slidesContainer.querySelectorAll(".gslide")[i]})),K&&h(document.body,"glightbox-touch"),this.events.resize=a("resize",{onElement:window,withCallback:function(){e.resize()}}),this.built=!0}},{key:"resize",value:function(){var e=arguments.length>0&&void 0!==arguments[0]?arguments[0]:null;if((e=e||this.activeSlide)&&!c(e,"zoomed")){var t=y(),i=e.querySelector(".gvideo-wrapper"),n=e.querySelector(".gslide-image"),s=this.slideDescription,l=t.width,o=t.height;if(l<=768?h(document.body,"glightbox-mobile"):d(document.body,"glightbox-mobile"),i||n){var r=!1;if(s&&(c(s,"description-bottom")||c(s,"description-top"))&&!c(s,"gabsolute")&&(r=!0),n)if(l<=768)n.querySelector("img");else if(r){var a=s.offsetHeight,u=n.querySelector("img");u.setAttribute("style","max-height: calc(100vh - ".concat(a,"px)")),s.setAttribute("style","max-width: ".concat(u.offsetWidth,"px;"))}if(i){var g=O(this.settings.plyr.config,"ratio")?this.settings.plyr.config.ratio:"";if(!g){var v=i.clientWidth,f=i.clientHeight,p=v/f;g="".concat(v/p,":").concat(f/p)}var m=g.split(":"),x=this.settings.videosWidth,b=this.settings.videosWidth,S=(b=M(x)||-1!==x.indexOf("px")?parseInt(x):-1!==x.indexOf("vw")?l*parseInt(x)/100:-1!==x.indexOf("vh")?o*parseInt(x)/100:-1!==x.indexOf("%")?l*parseInt(x)/100:parseInt(i.clientWidth))/(parseInt(m[0])/parseInt(m[1]));if(S=Math.floor(S),r&&(o-=s.offsetHeight),b>l||S>o||ob){var w=i.offsetWidth,T=i.offsetHeight,C=o/T,k={width:w*C,height:T*C};i.parentNode.setAttribute("style","max-width: ".concat(k.width,"px")),r&&s.setAttribute("style","max-width: ".concat(k.width,"px;"))}else i.parentNode.style.maxWidth="".concat(x),r&&s.setAttribute("style","max-width: ".concat(x,";"))}}}}},{key:"reload",value:function(){this.init()}},{key:"updateNavigationClasses",value:function(){var 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function(e){if(void 0===e)throw new Error("Lunr is not present. 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andere anderem anderen anderer anderes anderm andern anderr anders auch auf aus bei bin bis bist da damit dann das dasselbe dazu daß dein deine deinem deinen deiner deines dem demselben den denn denselben der derer derselbe derselben des desselben dessen dich die dies diese dieselbe dieselben diesem diesen dieser dieses dir doch dort du durch ein eine einem einen einer eines einig einige einigem einigen einiger einiges einmal er es etwas euch euer eure eurem euren eurer eures für gegen gewesen hab habe haben hat hatte hatten hier hin hinter ich ihm ihn ihnen ihr ihre ihrem ihren ihrer ihres im in indem ins ist jede jedem jeden jeder jedes jene jenem jenen jener jenes jetzt kann kein keine keinem keinen keiner keines können könnte machen man manche manchem manchen mancher manches mein meine meinem meinen meiner meines mich mir mit muss musste nach nicht nichts noch nun nur ob oder ohne sehr sein seine seinem seinen seiner seines selbst sich sie sind so solche solchem solchen solcher solches soll sollte sondern sonst um und uns unse unsem unsen unser unses unter viel vom von vor war waren warst was weg weil weiter welche welchem welchen welcher welches wenn werde werden wie wieder will wir wird wirst wo wollen wollte während würde würden zu zum zur zwar zwischen über".split(" ")),e.Pipeline.registerFunction(e.de.stopWordFilter,"stopWordFilter-de")}}); \ No newline at end of file diff --git a/main/assets/javascripts/lunr/min/lunr.du.min.js b/main/assets/javascripts/lunr/min/lunr.du.min.js new file mode 100644 index 0000000..49a0f3f --- /dev/null +++ b/main/assets/javascripts/lunr/min/lunr.du.min.js @@ -0,0 +1,18 @@ +/*! + * Lunr languages, `Dutch` language + * https://github.com/MihaiValentin/lunr-languages + * + * Copyright 2014, Mihai Valentin + * http://www.mozilla.org/MPL/ + */ +/*! + * based on + * Snowball JavaScript Library v0.3 + * http://code.google.com/p/urim/ + * http://snowball.tartarus.org/ + * + * Copyright 2010, Oleg Mazko + * http://www.mozilla.org/MPL/ + */ + +!function(e,r){"function"==typeof define&&define.amd?define(r):"object"==typeof exports?module.exports=r():r()(e.lunr)}(this,function(){return function(e){if(void 0===e)throw new Error("Lunr is not present. 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e=C.limit-C.cursor;C.find_among_b(g,3)&&(C.cursor=C.limit-e,C.ket=C.cursor,C.cursor>C.limit_backward&&(C.cursor--,C.bra=C.cursor,C.slice_del()))}function l(){var e;w=!1,C.ket=C.cursor,C.eq_s_b(1,"e")&&(C.bra=C.cursor,u()&&(e=C.limit-C.cursor,C.out_grouping_b(q,97,232)&&(C.cursor=C.limit-e,C.slice_del(),w=!0,a())))}function m(){var e;u()&&(e=C.limit-C.cursor,C.out_grouping_b(q,97,232)&&(C.cursor=C.limit-e,C.eq_s_b(3,"gem")||(C.cursor=C.limit-e,C.slice_del(),a())))}function d(){var e,r,i,n,o,t,s=C.limit-C.cursor;if(C.ket=C.cursor,e=C.find_among_b(h,5))switch(C.bra=C.cursor,e){case 1:u()&&C.slice_from("heid");break;case 2:m();break;case 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r("",-1,6),new r("á",0,1),new r("ä",0,1),new r("é",0,2),new r("ë",0,2),new r("í",0,3),new r("ï",0,3),new r("ó",0,4),new r("ö",0,4),new r("ú",0,5),new r("ü",0,5)],p=[new r("",-1,3),new r("I",0,2),new r("Y",0,1)],g=[new r("dd",-1,-1),new r("kk",-1,-1),new r("tt",-1,-1)],h=[new r("ene",-1,2),new r("se",-1,3),new r("en",-1,2),new r("heden",2,1),new r("s",-1,3)],k=[new r("end",-1,1),new r("ig",-1,2),new r("ing",-1,1),new r("lijk",-1,3),new r("baar",-1,4),new r("bar",-1,5)],v=[new r("aa",-1,-1),new r("ee",-1,-1),new r("oo",-1,-1),new r("uu",-1,-1)],q=[17,65,16,1,0,0,0,0,0,0,0,0,0,0,0,0,128],j=[1,0,0,17,65,16,1,0,0,0,0,0,0,0,0,0,0,0,0,128],z=[17,67,16,1,0,0,0,0,0,0,0,0,0,0,0,0,128],C=new i;this.setCurrent=function(e){C.setCurrent(e)},this.getCurrent=function(){return C.getCurrent()},this.stem=function(){var r=C.cursor;return e(),C.cursor=r,o(),C.limit_backward=r,C.cursor=C.limit,d(),C.cursor=C.limit_backward,s(),!0}};return function(e){return"function"==typeof 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b/main/assets/javascripts/lunr/min/lunr.es.min.js @@ -0,0 +1,18 @@ +/*! + * Lunr languages, `Spanish` language + * https://github.com/MihaiValentin/lunr-languages + * + * Copyright 2014, Mihai Valentin + * http://www.mozilla.org/MPL/ + */ +/*! + * based on + * Snowball JavaScript Library v0.3 + * http://code.google.com/p/urim/ + * http://snowball.tartarus.org/ + * + * Copyright 2010, Oleg Mazko + * http://www.mozilla.org/MPL/ + */ + +!function(e,s){"function"==typeof define&&define.amd?define(s):"object"==typeof exports?module.exports=s():s()(e.lunr)}(this,function(){return function(e){if(void 0===e)throw new Error("Lunr is not present. 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Please include / require Lunr before this script.");if(void 0===e.stemmerSupport)throw new Error("Lunr stemmer support is not present. 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http://snowball.tartarus.org/ + * + * Copyright 2010, Oleg Mazko + * http://www.mozilla.org/MPL/ + */ + +!function(e,r){"function"==typeof define&&define.amd?define(r):"object"==typeof exports?module.exports=r():r()(e.lunr)}(this,function(){return function(e){if(void 0===e)throw new Error("Lunr is not present. 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Please include / require Lunr stemmer support before this script.");e.sv=function(){this.pipeline.reset(),this.pipeline.add(e.sv.trimmer,e.sv.stopWordFilter,e.sv.stemmer),this.searchPipeline&&(this.searchPipeline.reset(),this.searchPipeline.add(e.sv.stemmer))},e.sv.wordCharacters="A-Za-zªºÀ-ÖØ-öø-ʸˠ-ˤᴀ-ᴥᴬ-ᵜᵢ-ᵥᵫ-ᵷᵹ-ᶾḀ-ỿⁱⁿₐ-ₜKÅℲⅎⅠ-ↈⱠ-ⱿꜢ-ꞇꞋ-ꞭꞰ-ꞷꟷ-ꟿꬰ-ꭚꭜ-ꭤff-stＡ-Ｚａ-ｚ",e.sv.trimmer=e.trimmerSupport.generateTrimmer(e.sv.wordCharacters),e.Pipeline.registerFunction(e.sv.trimmer,"trimmer-sv"),e.sv.stemmer=function(){var r=e.stemmerSupport.Among,n=e.stemmerSupport.SnowballProgram,t=new function(){function e(){var e,r=w.cursor+3;if(o=w.limit,0<=r||r<=w.limit){for(a=r;;){if(e=w.cursor,w.in_grouping(l,97,246)){w.cursor=e;break}if(w.cursor=e,w.cursor>=w.limit)return;w.cursor++}for(;!w.out_grouping(l,97,246);){if(w.cursor>=w.limit)return;w.cursor++}o=w.cursor,o=o&&(w.limit_backward=o,w.cursor=w.limit,w.ket=w.cursor,e=w.find_among_b(u,37),w.limit_backward=r,e))switch(w.bra=w.cursor,e){case 1:w.slice_del();break;case 2:w.in_grouping_b(d,98,121)&&w.slice_del()}}function i(){var e=w.limit_backward;w.cursor>=o&&(w.limit_backward=o,w.cursor=w.limit,w.find_among_b(c,7)&&(w.cursor=w.limit,w.ket=w.cursor,w.cursor>w.limit_backward&&(w.bra=--w.cursor,w.slice_del())),w.limit_backward=e)}function s(){var e,r;if(w.cursor>=o){if(r=w.limit_backward,w.limit_backward=o,w.cursor=w.limit,w.ket=w.cursor,e=w.find_among_b(m,5))switch(w.bra=w.cursor,e){case 1:w.slice_del();break;case 2:w.slice_from("lös");break;case 3:w.slice_from("full")}w.limit_backward=r}}var a,o,u=[new r("a",-1,1),new r("arna",0,1),new r("erna",0,1),new r("heterna",2,1),new r("orna",0,1),new r("ad",-1,1),new r("e",-1,1),new r("ade",6,1),new r("ande",6,1),new r("arne",6,1),new r("are",6,1),new r("aste",6,1),new r("en",-1,1),new r("anden",12,1),new r("aren",12,1),new r("heten",12,1),new r("ern",-1,1),new r("ar",-1,1),new r("er",-1,1),new r("heter",18,1),new r("or",-1,1),new r("s",-1,2),new r("as",21,1),new r("arnas",22,1),new r("ernas",22,1),new r("ornas",22,1),new r("es",21,1),new r("ades",26,1),new r("andes",26,1),new r("ens",21,1),new r("arens",29,1),new r("hetens",29,1),new r("erns",21,1),new r("at",-1,1),new r("andet",-1,1),new r("het",-1,1),new r("ast",-1,1)],c=[new r("dd",-1,-1),new r("gd",-1,-1),new r("nn",-1,-1),new r("dt",-1,-1),new r("gt",-1,-1),new r("kt",-1,-1),new r("tt",-1,-1)],m=[new r("ig",-1,1),new r("lig",0,1),new r("els",-1,1),new r("fullt",-1,3),new r("löst",-1,2)],l=[17,65,16,1,0,0,0,0,0,0,0,0,0,0,0,0,24,0,32],d=[119,127,149],w=new n;this.setCurrent=function(e){w.setCurrent(e)},this.getCurrent=function(){return w.getCurrent()},this.stem=function(){var r=w.cursor;return e(),w.limit_backward=r,w.cursor=w.limit,t(),w.cursor=w.limit,i(),w.cursor=w.limit,s(),!0}};return function(e){return"function"==typeof e.update?e.update(function(e){return t.setCurrent(e),t.stem(),t.getCurrent()}):(t.setCurrent(e),t.stem(),t.getCurrent())}}(),e.Pipeline.registerFunction(e.sv.stemmer,"stemmer-sv"),e.sv.stopWordFilter=e.generateStopWordFilter("alla allt att av blev bli blir blivit de dem den denna deras dess dessa det detta dig din dina ditt du där då efter ej eller en er era ert ett från för ha hade han hans har henne hennes hon honom hur här i icke ingen inom inte jag ju kan kunde man med mellan men mig min mina mitt mot mycket ni nu när någon något några och om oss på samma sedan sig sin sina sitta själv skulle som så sådan sådana sådant till under upp ut utan vad var vara varför varit varje vars vart vem vi vid vilka vilkas vilken vilket vår våra vårt än är åt över".split(" ")),e.Pipeline.registerFunction(e.sv.stopWordFilter,"stopWordFilter-sv")}}); \ No newline at end of file diff --git a/main/assets/javascripts/lunr/min/lunr.ta.min.js b/main/assets/javascripts/lunr/min/lunr.ta.min.js new file mode 100644 index 0000000..a644bed --- /dev/null +++ b/main/assets/javascripts/lunr/min/lunr.ta.min.js @@ -0,0 +1 @@ +!function(e,t){"function"==typeof define&&define.amd?define(t):"object"==typeof exports?module.exports=t():t()(e.lunr)}(this,function(){return function(e){if(void 0===e)throw new Error("Lunr is not present. Please include / require Lunr before this script.");if(void 0===e.stemmerSupport)throw new Error("Lunr stemmer support is not present. Please include / require Lunr stemmer support before this script.");e.ta=function(){this.pipeline.reset(),this.pipeline.add(e.ta.trimmer,e.ta.stopWordFilter,e.ta.stemmer),this.searchPipeline&&(this.searchPipeline.reset(),this.searchPipeline.add(e.ta.stemmer))},e.ta.wordCharacters="஀-உஊ-ஏஐ-ஙச-ட஠-னப-யர-ஹ஺-ிீ-௉ொ-௏ௐ-௙௚-௟௠-௩௪-௯௰-௹௺-௿a-zA-Zａ-ｚＡ-Ｚ0-9０-９",e.ta.trimmer=e.trimmerSupport.generateTrimmer(e.ta.wordCharacters),e.Pipeline.registerFunction(e.ta.trimmer,"trimmer-ta"),e.ta.stopWordFilter=e.generateStopWordFilter("அங்கு அங்கே அது அதை அந்த அவர் அவர்கள் அவள் அவன் அவை ஆக ஆகவே ஆகையால் ஆதலால் ஆதலினால் ஆனாலும் ஆனால் இங்கு இங்கே இது இதை இந்த இப்படி இவர் இவர்கள் இவள் இவன் இவை இவ்வளவு உனக்கு உனது உன் உன்னால் எங்கு எங்கே எது எதை எந்த எப்படி எவர் எவர்கள் எவள் எவன் எவை எவ்வளவு எனக்கு எனது எனவே என் என்ன என்னால் ஏது ஏன் தனது தன்னால் தானே தான் நாங்கள் நாம் நான் நீ நீங்கள்".split(" ")),e.ta.stemmer=function(){return function(e){return"function"==typeof e.update?e.update(function(e){return e}):e}}();var t=e.wordcut;t.init(),e.ta.tokenizer=function(r){if(!arguments.length||null==r||void 0==r)return[];if(Array.isArray(r))return r.map(function(t){return isLunr2?new e.Token(t.toLowerCase()):t.toLowerCase()});var i=r.toString().toLowerCase().replace(/^\s+/,"");return t.cut(i).split("|")},e.Pipeline.registerFunction(e.ta.stemmer,"stemmer-ta"),e.Pipeline.registerFunction(e.ta.stopWordFilter,"stopWordFilter-ta")}}); \ No newline at end of file diff --git a/main/assets/javascripts/lunr/min/lunr.th.min.js b/main/assets/javascripts/lunr/min/lunr.th.min.js new file mode 100644 index 0000000..dee3aac --- /dev/null +++ b/main/assets/javascripts/lunr/min/lunr.th.min.js @@ -0,0 +1 @@ +!function(e,r){"function"==typeof define&&define.amd?define(r):"object"==typeof exports?module.exports=r():r()(e.lunr)}(this,function(){return function(e){if(void 0===e)throw new Error("Lunr is not present. 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b/main/assets/javascripts/lunr/min/lunr.vi.min.js new file mode 100644 index 0000000..22aed28 --- /dev/null +++ b/main/assets/javascripts/lunr/min/lunr.vi.min.js @@ -0,0 +1 @@ +!function(e,r){"function"==typeof define&&define.amd?define(r):"object"==typeof exports?module.exports=r():r()(e.lunr)}(this,function(){return function(e){if(void 0===e)throw new Error("Lunr is not present. 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Register as an anonymous module. + define(factory) + } else if (typeof exports === 'object') { + /** + * Node. Does not work with strict CommonJS, but + * only CommonJS-like environments that support module.exports, + * like Node. + */ + module.exports = factory() + } else { + // Browser globals (root is window) + factory()(root.lunr); + } +}(this, function () { + /** + * Just return a value to define the module export. + * This example returns an object, but the module + * can return a function as the exported value. + */ + + return function(lunr) { + // TinySegmenter 0.1 -- Super compact Japanese tokenizer in Javascript + // (c) 2008 Taku Kudo + // TinySegmenter is freely distributable under the terms of a new BSD licence. + // For details, see http://chasen.org/~taku/software/TinySegmenter/LICENCE.txt + + function TinySegmenter() { + var patterns = { + "[一二三四五六七八九十百千万億兆]":"M", + "[一-龠々〆ヵヶ]":"H", + "[ぁ-ん]":"I", + "[ァ-ヴーｱ-ﾝﾞｰ]":"K", + "[a-zA-Zａ-ｚＡ-Ｚ]":"A", + "[0-9０-９]":"N" + } + this.chartype_ = []; + for (var i in patterns) { + var regexp = new RegExp(i); + this.chartype_.push([regexp, patterns[i]]); + } + + this.BIAS__ = -332 + this.BC1__ = {"HH":6,"II":2461,"KH":406,"OH":-1378}; + this.BC2__ = {"AA":-3267,"AI":2744,"AN":-878,"HH":-4070,"HM":-1711,"HN":4012,"HO":3761,"IA":1327,"IH":-1184,"II":-1332,"IK":1721,"IO":5492,"KI":3831,"KK":-8741,"MH":-3132,"MK":3334,"OO":-2920}; + this.BC3__ = {"HH":996,"HI":626,"HK":-721,"HN":-1307,"HO":-836,"IH":-301,"KK":2762,"MK":1079,"MM":4034,"OA":-1652,"OH":266}; + this.BP1__ = {"BB":295,"OB":304,"OO":-125,"UB":352}; + this.BP2__ = {"BO":60,"OO":-1762}; + this.BQ1__ = {"BHH":1150,"BHM":1521,"BII":-1158,"BIM":886,"BMH":1208,"BNH":449,"BOH":-91,"BOO":-2597,"OHI":451,"OIH":-296,"OKA":1851,"OKH":-1020,"OKK":904,"OOO":2965}; + this.BQ2__ = {"BHH":118,"BHI":-1159,"BHM":466,"BIH":-919,"BKK":-1720,"BKO":864,"OHH":-1139,"OHM":-181,"OIH":153,"UHI":-1146}; + this.BQ3__ = {"BHH":-792,"BHI":2664,"BII":-299,"BKI":419,"BMH":937,"BMM":8335,"BNN":998,"BOH":775,"OHH":2174,"OHM":439,"OII":280,"OKH":1798,"OKI":-793,"OKO":-2242,"OMH":-2402,"OOO":11699}; + this.BQ4__ = {"BHH":-3895,"BIH":3761,"BII":-4654,"BIK":1348,"BKK":-1806,"BMI":-3385,"BOO":-12396,"OAH":926,"OHH":266,"OHK":-2036,"ONN":-973}; 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+ + return this; + } + TinySegmenter.prototype.ctype_ = function(str) { + for (var i in this.chartype_) { + if (str.match(this.chartype_[i][0])) { + return this.chartype_[i][1]; + } + } + return "O"; + } + + TinySegmenter.prototype.ts_ = function(v) { + if (v) { return v; } + return 0; + } + + TinySegmenter.prototype.segment = function(input) { + if (input == null || input == undefined || input == "") { + return []; + } + var result = []; + var seg = ["B3","B2","B1"]; + var ctype = ["O","O","O"]; + var o = input.split(""); + for (i = 0; i < o.length; ++i) { + seg.push(o[i]); + ctype.push(this.ctype_(o[i])) + } + seg.push("E1"); + seg.push("E2"); + seg.push("E3"); + ctype.push("O"); + ctype.push("O"); + ctype.push("O"); + var word = seg[3]; + var p1 = "U"; + var p2 = "U"; + var p3 = "U"; + for (var i = 4; i < seg.length - 3; ++i) { + var score = this.BIAS__; + var w1 = seg[i-3]; + var w2 = seg[i-2]; + var w3 = seg[i-1]; + var w4 = seg[i]; + var w5 = seg[i+1]; + var w6 = seg[i+2]; + var c1 = ctype[i-3]; + var c2 = ctype[i-2]; + var c3 = ctype[i-1]; + var c4 = ctype[i]; + var c5 = ctype[i+1]; + var c6 = ctype[i+2]; + score += this.ts_(this.UP1__[p1]); + score += this.ts_(this.UP2__[p2]); + score += this.ts_(this.UP3__[p3]); + score += this.ts_(this.BP1__[p1 + p2]); + score += this.ts_(this.BP2__[p2 + p3]); + score += this.ts_(this.UW1__[w1]); + score += this.ts_(this.UW2__[w2]); + score += this.ts_(this.UW3__[w3]); + score += this.ts_(this.UW4__[w4]); + score += this.ts_(this.UW5__[w5]); + score += this.ts_(this.UW6__[w6]); + score += this.ts_(this.BW1__[w2 + w3]); + score += this.ts_(this.BW2__[w3 + w4]); + score += this.ts_(this.BW3__[w4 + w5]); + score += this.ts_(this.TW1__[w1 + w2 + w3]); + score += this.ts_(this.TW2__[w2 + w3 + w4]); + score += this.ts_(this.TW3__[w3 + w4 + w5]); + score += this.ts_(this.TW4__[w4 + w5 + w6]); + score += this.ts_(this.UC1__[c1]); + score += this.ts_(this.UC2__[c2]); + score += this.ts_(this.UC3__[c3]); + score += this.ts_(this.UC4__[c4]); + score += this.ts_(this.UC5__[c5]); + score += this.ts_(this.UC6__[c6]); + score += this.ts_(this.BC1__[c2 + c3]); + score += this.ts_(this.BC2__[c3 + c4]); + score += this.ts_(this.BC3__[c4 + c5]); + score += this.ts_(this.TC1__[c1 + c2 + c3]); + score += this.ts_(this.TC2__[c2 + c3 + c4]); + score += this.ts_(this.TC3__[c3 + c4 + c5]); + score += this.ts_(this.TC4__[c4 + c5 + c6]); + // score += this.ts_(this.TC5__[c4 + c5 + c6]); + score += this.ts_(this.UQ1__[p1 + c1]); + score += this.ts_(this.UQ2__[p2 + c2]); + score += this.ts_(this.UQ3__[p3 + c3]); + score += this.ts_(this.BQ1__[p2 + c2 + c3]); + score += this.ts_(this.BQ2__[p2 + c3 + c4]); + score += this.ts_(this.BQ3__[p3 + c2 + c3]); + score += this.ts_(this.BQ4__[p3 + c3 + c4]); + score += this.ts_(this.TQ1__[p2 + c1 + c2 + c3]); + score += this.ts_(this.TQ2__[p2 + c2 + c3 + c4]); + score += this.ts_(this.TQ3__[p3 + c1 + c2 + c3]); + score += this.ts_(this.TQ4__[p3 + c2 + c3 + c4]); + var p = "O"; + if (score > 0) { + result.push(word); + word = ""; + p = "B"; + } + p1 = p2; + p2 = p3; + p3 = p; + word += seg[i]; + } + result.push(word); + + return result; + } + + lunr.TinySegmenter = TinySegmenter; + }; + +})); \ No newline at end of file diff --git a/main/assets/javascripts/lunr/wordcut.js b/main/assets/javascripts/lunr/wordcut.js new file mode 100644 index 0000000..146f4b4 --- /dev/null +++ b/main/assets/javascripts/lunr/wordcut.js @@ -0,0 +1,6708 @@ +(function(f){if(typeof exports==="object"&&typeof module!=="undefined"){module.exports=f()}else if(typeof define==="function"&&define.amd){define([],f)}else{var g;if(typeof window!=="undefined"){g=window}else if(typeof global!=="undefined"){g=global}else if(typeof self!=="undefined"){g=self}else{g=this}(g.lunr || (g.lunr = {})).wordcut = f()}})(function(){var define,module,exports;return (function e(t,n,r){function s(o,u){if(!n[o]){if(!t[o]){var a=typeof require=="function"&&require;if(!u&&a)return a(o,!0);if(i)return i(o,!0);var f=new Error("Cannot find module '"+o+"'");throw f.code="MODULE_NOT_FOUND",f}var l=n[o]={exports:{}};t[o][0].call(l.exports,function(e){var n=t[o][1][e];return s(n?n:e)},l,l.exports,e,t,n,r)}return n[o].exports}var i=typeof require=="function"&&require;for(var o=0;o 1; + }) + this.addWords(words, false) + } + if(finalize){ + this.finalizeDict(); + } + }, + + dictSeek: function (l, r, ch, strOffset, pos) { + var ans = null; + while (l <= r) { + var m = Math.floor((l + r) / 2), + dict_item = this.dict[m], + len = dict_item.length; + if (len <= strOffset) { + l = m + 1; + } else { + var ch_ = dict_item[strOffset]; + if (ch_ < ch) { + l = m + 1; + } else if (ch_ > ch) { + r = m - 1; + } else { + ans = m; + if (pos == LEFT) { + r = m - 1; + } else { + l = m + 1; + } + } + } + } + return ans; + }, + + isFinal: function (acceptor) { + return this.dict[acceptor.l].length == acceptor.strOffset; + }, + + createAcceptor: function () { + return { + l: 0, + r: this.dict.length - 1, + strOffset: 0, + isFinal: false, + dict: this, + transit: function (ch) { + return this.dict.transit(this, ch); + }, + isError: false, + tag: "DICT", + w: 1, + type: "DICT" + }; + }, + + transit: function (acceptor, ch) { + var l = this.dictSeek(acceptor.l, + acceptor.r, + ch, + acceptor.strOffset, + LEFT); + if (l !== null) { + var r = this.dictSeek(l, + acceptor.r, + ch, + acceptor.strOffset, + RIGHT); + acceptor.l = l; + acceptor.r = r; + acceptor.strOffset++; + acceptor.isFinal = this.isFinal(acceptor); + } else { + acceptor.isError = true; + } + return acceptor; + }, + + sortuniq: function(a){ + return a.sort().filter(function(item, pos, arr){ + return !pos || item != arr[pos - 1]; + }) + }, + + flatten: function(a){ + //[[1,2],[3]] -> [1,2,3] + return [].concat.apply([], a); + } +}; +module.exports = WordcutDict; + +}).call(this,"/dist/tmp") +},{"glob":16,"path":22}],3:[function(require,module,exports){ +var WordRule = { + createAcceptor: function(tag) { + if (tag["WORD_RULE"]) + return null; + + return {strOffset: 0, + isFinal: false, + transit: function(ch) { + var lch = ch.toLowerCase(); + if (lch >= "a" && lch <= "z") { + this.isFinal = true; + this.strOffset++; + } else { + this.isError = true; + } + return this; + }, + isError: false, + tag: "WORD_RULE", + type: "WORD_RULE", + w: 1}; + } +}; + +var NumberRule = { + createAcceptor: function(tag) { + if (tag["NUMBER_RULE"]) + return null; + + return {strOffset: 0, + isFinal: false, + transit: function(ch) { + if (ch >= "0" && ch <= "9") { + this.isFinal = true; + this.strOffset++; + } else { + this.isError = true; + } + return this; + }, + isError: false, + tag: "NUMBER_RULE", + type: "NUMBER_RULE", + w: 1}; + } +}; + +var SpaceRule = { + tag: "SPACE_RULE", + createAcceptor: function(tag) { + + if (tag["SPACE_RULE"]) + return null; + + return {strOffset: 0, + isFinal: false, + transit: function(ch) { + if (ch == " " || ch == "\t" || ch == "\r" || ch == "\n" || + ch == "\u00A0" || ch=="\u2003"//nbsp and emsp + ) { + this.isFinal = true; + this.strOffset++; + } else { + this.isError = true; + } + return this; + }, + isError: false, + tag: SpaceRule.tag, + w: 1, + type: "SPACE_RULE"}; + } +} + +var SingleSymbolRule = { + tag: "SINSYM", + createAcceptor: function(tag) { + return {strOffset: 0, + isFinal: false, + transit: function(ch) { + if (this.strOffset == 0 && ch.match(/^[\@\(\)\/\,\-\."`]$/)) { + this.isFinal = true; + this.strOffset++; + } else { + this.isError = true; + } + return this; + }, + isError: false, + tag: "SINSYM", + w: 1, + type: "SINSYM"}; + } +} + + +var LatinRules = [WordRule, SpaceRule, SingleSymbolRule, NumberRule]; + +module.exports = LatinRules; + +},{}],4:[function(require,module,exports){ +var _ = require("underscore") + , WordcutCore = require("./wordcut_core"); +var PathInfoBuilder = { + + /* + buildByPartAcceptors: function(path, acceptors, i) { + var + var genInfos = partAcceptors.reduce(function(genInfos, acceptor) { + + }, []); + + return genInfos; + } + */ + + buildByAcceptors: function(path, finalAcceptors, i) { + var self = this; + var infos = finalAcceptors.map(function(acceptor) { + var p = i - acceptor.strOffset + 1 + , _info = path[p]; + + var info = {p: p, + mw: _info.mw + (acceptor.mw === undefined ? 0 : acceptor.mw), + w: acceptor.w + _info.w, + unk: (acceptor.unk ? acceptor.unk : 0) + _info.unk, + type: acceptor.type}; + + if (acceptor.type == "PART") { + for(var j = p + 1; j <= i; j++) { + path[j].merge = p; + } + info.merge = p; + } + + return info; + }); + return infos.filter(function(info) { return info; }); + }, + + fallback: function(path, leftBoundary, text, i) { + var _info = path[leftBoundary]; + if (text[i].match(/[\u0E48-\u0E4E]/)) { + if (leftBoundary != 0) + leftBoundary = path[leftBoundary].p; + return {p: leftBoundary, + mw: 0, + w: 1 + _info.w, + unk: 1 + _info.unk, + type: "UNK"}; +/* } else if(leftBoundary > 0 && path[leftBoundary].type !== "UNK") { + leftBoundary = path[leftBoundary].p; + return {p: leftBoundary, + w: 1 + _info.w, + unk: 1 + _info.unk, + type: "UNK"}; */ + } else { + return {p: leftBoundary, + mw: _info.mw, + w: 1 + _info.w, + unk: 1 + _info.unk, + type: "UNK"}; + } + }, + + build: function(path, finalAcceptors, i, leftBoundary, text) { + var basicPathInfos = this.buildByAcceptors(path, finalAcceptors, i); + if (basicPathInfos.length > 0) { + return basicPathInfos; + } else { + return [this.fallback(path, leftBoundary, text, i)]; + } + } +}; + +module.exports = function() { + return _.clone(PathInfoBuilder); +} + +},{"./wordcut_core":8,"underscore":25}],5:[function(require,module,exports){ +var _ = require("underscore"); + + +var PathSelector = { + selectPath: function(paths) { + var path = paths.reduce(function(selectedPath, path) { + if (selectedPath == null) { + return path; + } else { + if (path.unk < selectedPath.unk) + return path; + if (path.unk == selectedPath.unk) { + if (path.mw < selectedPath.mw) + return path + if (path.mw == selectedPath.mw) { + if (path.w < selectedPath.w) + return path; + } + } + return selectedPath; + } + }, null); + return path; + }, + + createPath: function() { + return [{p:null, w:0, unk:0, type: "INIT", mw:0}]; + } +}; + +module.exports = function() { + return _.clone(PathSelector); +}; + +},{"underscore":25}],6:[function(require,module,exports){ +function isMatch(pat, offset, ch) { + if (pat.length <= offset) + return false; + var _ch = pat[offset]; + return _ch == ch || + (_ch.match(/[กข]/) && ch.match(/[ก-ฮ]/)) || + (_ch.match(/[มบ]/) && ch.match(/[ก-ฮ]/)) || + (_ch.match(/\u0E49/) && ch.match(/[\u0E48-\u0E4B]/)); +} + +var Rule0 = { + pat: "เหก็ม", + createAcceptor: function(tag) { + return {strOffset: 0, + isFinal: false, + transit: function(ch) { + if (isMatch(Rule0.pat, this.strOffset,ch)) { + this.isFinal = (this.strOffset + 1 == Rule0.pat.length); + this.strOffset++; + } else { + this.isError = true; + } + return this; + }, + isError: false, + tag: "THAI_RULE", + type: "THAI_RULE", + w: 1}; + } +}; + +var PartRule = { + createAcceptor: function(tag) { + return {strOffset: 0, + patterns: [ + "แก", "เก", "ก้", "กก์", "กา", "กี", "กิ", "กืก" + ], + isFinal: false, + transit: function(ch) { + var offset = this.strOffset; + this.patterns = this.patterns.filter(function(pat) { + return isMatch(pat, offset, ch); + }); + + if (this.patterns.length > 0) { + var len = 1 + offset; + this.isFinal = this.patterns.some(function(pat) { + return pat.length == len; + }); + this.strOffset++; + } else { + this.isError = true; + } + return this; + }, + isError: false, + tag: "PART", + type: "PART", + unk: 1, + w: 1}; + } +}; + +var ThaiRules = [Rule0, PartRule]; + +module.exports = ThaiRules; + +},{}],7:[function(require,module,exports){ +var sys = require("sys") + , WordcutDict = require("./dict") + , WordcutCore = require("./wordcut_core") + , PathInfoBuilder = require("./path_info_builder") + , PathSelector = require("./path_selector") + , Acceptors = require("./acceptors") + , latinRules = require("./latin_rules") + , thaiRules = require("./thai_rules") + , _ = require("underscore"); + + +var Wordcut = Object.create(WordcutCore); +Wordcut.defaultPathInfoBuilder = PathInfoBuilder; +Wordcut.defaultPathSelector = PathSelector; +Wordcut.defaultAcceptors = Acceptors; +Wordcut.defaultLatinRules = latinRules; +Wordcut.defaultThaiRules = thaiRules; +Wordcut.defaultDict = WordcutDict; + + +Wordcut.initNoDict = function(dict_path) { + var self = this; + self.pathInfoBuilder = new self.defaultPathInfoBuilder; + self.pathSelector = new self.defaultPathSelector; + self.acceptors = new self.defaultAcceptors; + self.defaultLatinRules.forEach(function(rule) { + self.acceptors.creators.push(rule); + }); + self.defaultThaiRules.forEach(function(rule) { + self.acceptors.creators.push(rule); + }); +}; + +Wordcut.init = function(dict_path, withDefault, additionalWords) { + withDefault = withDefault || false; + this.initNoDict(); + var dict = _.clone(this.defaultDict); + dict.init(dict_path, withDefault, additionalWords); + this.acceptors.creators.push(dict); +}; + +module.exports = Wordcut; + +},{"./acceptors":1,"./dict":2,"./latin_rules":3,"./path_info_builder":4,"./path_selector":5,"./thai_rules":6,"./wordcut_core":8,"sys":28,"underscore":25}],8:[function(require,module,exports){ +var WordcutCore = { + + buildPath: function(text) { + var self = this + , path = self.pathSelector.createPath() + , leftBoundary = 0; + self.acceptors.reset(); + for (var i = 0; i < text.length; i++) { + var ch = text[i]; + self.acceptors.transit(ch); + + var possiblePathInfos = self + .pathInfoBuilder + .build(path, + self.acceptors.getFinalAcceptors(), + i, + leftBoundary, + text); + var selectedPath = self.pathSelector.selectPath(possiblePathInfos) + + path.push(selectedPath); + if (selectedPath.type !== "UNK") { + leftBoundary = i; + } + } + return path; + }, + + pathToRanges: function(path) { + var e = path.length - 1 + , ranges = []; + + while (e > 0) { + var info = path[e] + , s = info.p; + + if (info.merge !== undefined && ranges.length > 0) { + var r = ranges[ranges.length - 1]; + r.s = info.merge; + s = r.s; + } else { + ranges.push({s:s, e:e}); + } + e = s; + } + return ranges.reverse(); + }, + + rangesToText: function(text, ranges, delimiter) { + return ranges.map(function(r) { + return text.substring(r.s, r.e); + }).join(delimiter); + }, + + cut: function(text, delimiter) { + var path = this.buildPath(text) + , ranges = this.pathToRanges(path); + return this + .rangesToText(text, ranges, + (delimiter === undefined ? "|" : delimiter)); + }, + + cutIntoRanges: function(text, noText) { + var path = this.buildPath(text) + , ranges = this.pathToRanges(path); + + if (!noText) { + ranges.forEach(function(r) { + r.text = text.substring(r.s, r.e); + }); + } + return ranges; + }, + + cutIntoArray: function(text) { + var path = this.buildPath(text) + , ranges = this.pathToRanges(path); + + return ranges.map(function(r) { + return text.substring(r.s, r.e) + }); + } +}; + +module.exports = WordcutCore; + +},{}],9:[function(require,module,exports){ +// http://wiki.commonjs.org/wiki/Unit_Testing/1.0 +// +// THIS IS NOT TESTED NOR LIKELY TO WORK OUTSIDE V8! +// +// Originally from narwhal.js (http://narwhaljs.org) +// Copyright (c) 2009 Thomas Robinson <280north.com> +// +// Permission is hereby granted, free of charge, to any person obtaining a copy +// of this software and associated documentation files (the 'Software'), to +// deal in the Software without restriction, including without limitation the +// rights to use, copy, modify, merge, publish, distribute, sublicense, and/or +// sell copies of the Software, and to permit persons to whom the Software is +// furnished to do so, subject to the following conditions: +// +// The above copyright notice and this permission notice shall be included in +// all copies or substantial portions of the Software. +// +// THE SOFTWARE IS PROVIDED 'AS IS', WITHOUT WARRANTY OF ANY KIND, EXPRESS OR +// IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, +// FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE +// AUTHORS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN +// ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION +// WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE. + +// when used in node, this will actually load the util module we depend on +// versus loading the builtin util module as happens otherwise +// this is a bug in node module loading as far as I am concerned +var util = require('util/'); + +var pSlice = Array.prototype.slice; +var hasOwn = Object.prototype.hasOwnProperty; + +// 1. The assert module provides functions that throw +// AssertionError's when particular conditions are not met. The +// assert module must conform to the following interface. + +var assert = module.exports = ok; + +// 2. The AssertionError is defined in assert. +// new assert.AssertionError({ message: message, +// actual: actual, +// expected: expected }) + +assert.AssertionError = function AssertionError(options) { + this.name = 'AssertionError'; + this.actual = options.actual; + this.expected = options.expected; + this.operator = options.operator; + if (options.message) { + this.message = options.message; + this.generatedMessage = false; + } else { + this.message = getMessage(this); + this.generatedMessage = true; + } + var stackStartFunction = options.stackStartFunction || fail; + + if (Error.captureStackTrace) { + Error.captureStackTrace(this, stackStartFunction); + } + else { + // non v8 browsers so we can have a stacktrace + var err = new Error(); + if (err.stack) { + var out = err.stack; + + // try to strip useless frames + var fn_name = stackStartFunction.name; + var idx = out.indexOf('\n' + fn_name); + if (idx >= 0) { + // once we have located the function frame + // we need to strip out everything before it (and its line) + var next_line = out.indexOf('\n', idx + 1); + out = out.substring(next_line + 1); + } + + this.stack = out; + } + } +}; + +// assert.AssertionError instanceof Error +util.inherits(assert.AssertionError, Error); + +function replacer(key, value) { + if (util.isUndefined(value)) { + return '' + value; + } + if (util.isNumber(value) && !isFinite(value)) { + return value.toString(); + } + if (util.isFunction(value) || util.isRegExp(value)) { + return value.toString(); + } + return value; +} + +function truncate(s, n) { + if (util.isString(s)) { + return s.length < n ? s : s.slice(0, n); + } else { + return s; + } +} + +function getMessage(self) { + return truncate(JSON.stringify(self.actual, replacer), 128) + ' ' + + self.operator + ' ' + + truncate(JSON.stringify(self.expected, replacer), 128); +} + +// At present only the three keys mentioned above are used and +// understood by the spec. Implementations or sub modules can pass +// other keys to the AssertionError's constructor - they will be +// ignored. + +// 3. All of the following functions must throw an AssertionError +// when a corresponding condition is not met, with a message that +// may be undefined if not provided. All assertion methods provide +// both the actual and expected values to the assertion error for +// display purposes. + +function fail(actual, expected, message, operator, stackStartFunction) { + throw new assert.AssertionError({ + message: message, + actual: actual, + expected: expected, + operator: operator, + stackStartFunction: stackStartFunction + }); +} + +// EXTENSION! allows for well behaved errors defined elsewhere. +assert.fail = fail; + +// 4. Pure assertion tests whether a value is truthy, as determined +// by !!guard. +// assert.ok(guard, message_opt); +// This statement is equivalent to assert.equal(true, !!guard, +// message_opt);. To test strictly for the value true, use +// assert.strictEqual(true, guard, message_opt);. + +function ok(value, message) { + if (!value) fail(value, true, message, '==', assert.ok); +} +assert.ok = ok; + +// 5. The equality assertion tests shallow, coercive equality with +// ==. +// assert.equal(actual, expected, message_opt); + +assert.equal = function equal(actual, expected, message) { + if (actual != expected) fail(actual, expected, message, '==', assert.equal); +}; + +// 6. The non-equality assertion tests for whether two objects are not equal +// with != assert.notEqual(actual, expected, message_opt); + +assert.notEqual = function notEqual(actual, expected, message) { + if (actual == expected) { + fail(actual, expected, message, '!=', assert.notEqual); + } +}; + +// 7. The equivalence assertion tests a deep equality relation. +// assert.deepEqual(actual, expected, message_opt); + +assert.deepEqual = function deepEqual(actual, expected, message) { + if (!_deepEqual(actual, expected)) { + fail(actual, expected, message, 'deepEqual', assert.deepEqual); + } +}; + +function _deepEqual(actual, expected) { + // 7.1. All identical values are equivalent, as determined by ===. + if (actual === expected) { + return true; + + } else if (util.isBuffer(actual) && util.isBuffer(expected)) { + if (actual.length != expected.length) return false; + + for (var i = 0; i < actual.length; i++) { + if (actual[i] !== expected[i]) return false; + } + + return true; + + // 7.2. If the expected value is a Date object, the actual value is + // equivalent if it is also a Date object that refers to the same time. + } else if (util.isDate(actual) && util.isDate(expected)) { + return actual.getTime() === expected.getTime(); + + // 7.3 If the expected value is a RegExp object, the actual value is + // equivalent if it is also a RegExp object with the same source and + // properties (`global`, `multiline`, `lastIndex`, `ignoreCase`). + } else if (util.isRegExp(actual) && util.isRegExp(expected)) { + return actual.source === expected.source && + actual.global === expected.global && + actual.multiline === expected.multiline && + actual.lastIndex === expected.lastIndex && + actual.ignoreCase === expected.ignoreCase; + + // 7.4. Other pairs that do not both pass typeof value == 'object', + // equivalence is determined by ==. + } else if (!util.isObject(actual) && !util.isObject(expected)) { + return actual == expected; + + // 7.5 For all other Object pairs, including Array objects, equivalence is + // determined by having the same number of owned properties (as verified + // with Object.prototype.hasOwnProperty.call), the same set of keys + // (although not necessarily the same order), equivalent values for every + // corresponding key, and an identical 'prototype' property. Note: this + // accounts for both named and indexed properties on Arrays. + } else { + return objEquiv(actual, expected); + } +} + +function isArguments(object) { + return Object.prototype.toString.call(object) == '[object Arguments]'; +} + +function objEquiv(a, b) { + if (util.isNullOrUndefined(a) || util.isNullOrUndefined(b)) + return false; + // an identical 'prototype' property. + if (a.prototype !== b.prototype) return false; + // if one is a primitive, the other must be same + if (util.isPrimitive(a) || util.isPrimitive(b)) { + return a === b; + } + var aIsArgs = isArguments(a), + bIsArgs = isArguments(b); + if ((aIsArgs && !bIsArgs) || (!aIsArgs && bIsArgs)) + return false; + if (aIsArgs) { + a = pSlice.call(a); + b = pSlice.call(b); + return _deepEqual(a, b); + } + var ka = objectKeys(a), + kb = objectKeys(b), + key, i; + // having the same number of owned properties (keys incorporates + // hasOwnProperty) + if (ka.length != kb.length) + return false; + //the same set of keys (although not necessarily the same order), + ka.sort(); + kb.sort(); + //~~~cheap key test + for (i = ka.length - 1; i >= 0; i--) { + if (ka[i] != kb[i]) + return false; + } + //equivalent values for every corresponding key, and + //~~~possibly expensive deep test + for (i = ka.length - 1; i >= 0; i--) { + key = ka[i]; + if (!_deepEqual(a[key], b[key])) return false; + } + return true; +} + +// 8. The non-equivalence assertion tests for any deep inequality. +// assert.notDeepEqual(actual, expected, message_opt); + +assert.notDeepEqual = function notDeepEqual(actual, expected, message) { + if (_deepEqual(actual, expected)) { + fail(actual, expected, message, 'notDeepEqual', assert.notDeepEqual); + } +}; + +// 9. The strict equality assertion tests strict equality, as determined by ===. +// assert.strictEqual(actual, expected, message_opt); + +assert.strictEqual = function strictEqual(actual, expected, message) { + if (actual !== expected) { + fail(actual, expected, message, '===', assert.strictEqual); + } +}; + +// 10. The strict non-equality assertion tests for strict inequality, as +// determined by !==. assert.notStrictEqual(actual, expected, message_opt); + +assert.notStrictEqual = function notStrictEqual(actual, expected, message) { + if (actual === expected) { + fail(actual, expected, message, '!==', assert.notStrictEqual); + } +}; + +function expectedException(actual, expected) { + if (!actual || !expected) { + return false; + } + + if (Object.prototype.toString.call(expected) == '[object RegExp]') { + return expected.test(actual); + } else if (actual instanceof expected) { + return true; + } else if (expected.call({}, actual) === true) { + return true; + } + + return false; +} + +function _throws(shouldThrow, block, expected, message) { + var actual; + + if (util.isString(expected)) { + message = expected; + expected = null; + } + + try { + block(); + } catch (e) { + actual = e; + } + + message = (expected && expected.name ? ' (' + expected.name + ').' : '.') + + (message ? ' ' + message : '.'); + + if (shouldThrow && !actual) { + fail(actual, expected, 'Missing expected exception' + message); + } + + if (!shouldThrow && expectedException(actual, expected)) { + fail(actual, expected, 'Got unwanted exception' + message); + } + + if ((shouldThrow && actual && expected && + !expectedException(actual, expected)) || (!shouldThrow && actual)) { + throw actual; + } +} + +// 11. Expected to throw an error: +// assert.throws(block, Error_opt, message_opt); + +assert.throws = function(block, /*optional*/error, /*optional*/message) { + _throws.apply(this, [true].concat(pSlice.call(arguments))); +}; + +// EXTENSION! This is annoying to write outside this module. +assert.doesNotThrow = function(block, /*optional*/message) { + _throws.apply(this, [false].concat(pSlice.call(arguments))); +}; + +assert.ifError = function(err) { if (err) {throw err;}}; + +var objectKeys = Object.keys || function (obj) { + var keys = []; + for (var key in obj) { + if (hasOwn.call(obj, key)) keys.push(key); + } + return keys; +}; + +},{"util/":28}],10:[function(require,module,exports){ +'use strict'; +module.exports = balanced; +function balanced(a, b, str) { + if (a instanceof RegExp) a = maybeMatch(a, str); + if (b instanceof RegExp) b = maybeMatch(b, str); + + var r = range(a, b, str); + + return r && { + start: r[0], + end: r[1], + pre: str.slice(0, r[0]), + body: str.slice(r[0] + a.length, r[1]), + post: str.slice(r[1] + b.length) + }; +} + +function maybeMatch(reg, str) { + var m = str.match(reg); + return m ? m[0] : null; +} + +balanced.range = range; +function range(a, b, str) { + var begs, beg, left, right, result; + var ai = str.indexOf(a); + var bi = str.indexOf(b, ai + 1); + var i = ai; + + if (ai >= 0 && bi > 0) { + begs = []; + left = str.length; + + while (i >= 0 && !result) { + if (i == ai) { + begs.push(i); + ai = str.indexOf(a, i + 1); + } else if (begs.length == 1) { + result = [ begs.pop(), bi ]; + } else { + beg = begs.pop(); + if (beg < left) { + left = beg; + right = bi; + } + + bi = str.indexOf(b, i + 1); + } + + i = ai < bi && ai >= 0 ? ai : bi; + } + + if (begs.length) { + result = [ left, right ]; + } + } + + return result; +} + +},{}],11:[function(require,module,exports){ +var concatMap = require('concat-map'); +var balanced = require('balanced-match'); + +module.exports = expandTop; + +var escSlash = '\0SLASH'+Math.random()+'\0'; +var escOpen = '\0OPEN'+Math.random()+'\0'; +var escClose = '\0CLOSE'+Math.random()+'\0'; +var escComma = '\0COMMA'+Math.random()+'\0'; +var escPeriod = '\0PERIOD'+Math.random()+'\0'; + +function numeric(str) { + return parseInt(str, 10) == str + ? parseInt(str, 10) + : str.charCodeAt(0); +} + +function escapeBraces(str) { + return str.split('\\\\').join(escSlash) + .split('\\{').join(escOpen) + .split('\\}').join(escClose) + .split('\\,').join(escComma) + .split('\\.').join(escPeriod); +} + +function unescapeBraces(str) { + return str.split(escSlash).join('\\') + .split(escOpen).join('{') + .split(escClose).join('}') + .split(escComma).join(',') + .split(escPeriod).join('.'); +} + + +// Basically just str.split(","), but handling cases +// where we have nested braced sections, which should be +// treated as individual members, like {a,{b,c},d} +function parseCommaParts(str) { + if (!str) + return ['']; + + var parts = []; + var m = balanced('{', '}', str); + + if (!m) + return str.split(','); + + var pre = m.pre; + var body = m.body; + var post = m.post; + var p = pre.split(','); + + p[p.length-1] += '{' + body + '}'; + var postParts = parseCommaParts(post); + if (post.length) { + p[p.length-1] += postParts.shift(); + p.push.apply(p, postParts); + } + + parts.push.apply(parts, p); + + return parts; +} + +function expandTop(str) { + if (!str) + return []; + + // I don't know why Bash 4.3 does this, but it does. + // Anything starting with {} will have the first two bytes preserved + // but *only* at the top level, so {},a}b will not expand to anything, + // but a{},b}c will be expanded to [a}c,abc]. + // One could argue that this is a bug in Bash, but since the goal of + // this module is to match Bash's rules, we escape a leading {} + if (str.substr(0, 2) === '{}') { + str = '\\{\\}' + str.substr(2); + } + + return expand(escapeBraces(str), true).map(unescapeBraces); +} + +function identity(e) { + return e; +} + +function embrace(str) { + return '{' + str + '}'; +} +function isPadded(el) { + return /^-?0\d/.test(el); +} + +function lte(i, y) { + return i <= y; +} +function gte(i, y) { + return i >= y; +} + +function expand(str, isTop) { + var expansions = []; + + var m = balanced('{', '}', str); + if (!m || /\$$/.test(m.pre)) return [str]; + + var isNumericSequence = /^-?\d+\.\.-?\d+(?:\.\.-?\d+)?$/.test(m.body); + var isAlphaSequence = /^[a-zA-Z]\.\.[a-zA-Z](?:\.\.-?\d+)?$/.test(m.body); + var isSequence = isNumericSequence || isAlphaSequence; + var isOptions = m.body.indexOf(',') >= 0; + if (!isSequence && !isOptions) { + // {a},b} + if (m.post.match(/,.*\}/)) { + str = m.pre + '{' + m.body + escClose + m.post; + return expand(str); + } + return [str]; + } + + var n; + if (isSequence) { + n = m.body.split(/\.\./); + } else { + n = parseCommaParts(m.body); + if (n.length === 1) { + // x{{a,b}}y ==> x{a}y x{b}y + n = expand(n[0], false).map(embrace); + if (n.length === 1) { + var post = m.post.length + ? expand(m.post, false) + : ['']; + return post.map(function(p) { + return m.pre + n[0] + p; + }); + } + } + } + + // at this point, n is the parts, and we know it's not a comma set + // with a single entry. + + // no need to expand pre, since it is guaranteed to be free of brace-sets + var pre = m.pre; + var post = m.post.length + ? expand(m.post, false) + : ['']; + + var N; + + if (isSequence) { + var x = numeric(n[0]); + var y = numeric(n[1]); + var width = Math.max(n[0].length, n[1].length) + var incr = n.length == 3 + ? Math.abs(numeric(n[2])) + : 1; + var test = lte; + var reverse = y < x; + if (reverse) { + incr *= -1; + test = gte; + } + var pad = n.some(isPadded); + + N = []; + + for (var i = x; test(i, y); i += incr) { + var c; + if (isAlphaSequence) { + c = String.fromCharCode(i); + if (c === '\\') + c = ''; + } else { + c = String(i); + if (pad) { + var need = width - c.length; + if (need > 0) { + var z = new Array(need + 1).join('0'); + if (i < 0) + c = '-' + z + c.slice(1); + else + c = z + c; + } + } + } + N.push(c); + } + } else { + N = concatMap(n, function(el) { return expand(el, false) }); + } + + for (var j = 0; j < N.length; j++) { + for (var k = 0; k < post.length; k++) { + var expansion = pre + N[j] + post[k]; + if (!isTop || isSequence || expansion) + expansions.push(expansion); + } + } + + return expansions; +} + + +},{"balanced-match":10,"concat-map":13}],12:[function(require,module,exports){ + +},{}],13:[function(require,module,exports){ +module.exports = function (xs, fn) { + var res = []; + for (var i = 0; i < xs.length; i++) { + var x = fn(xs[i], i); + if (isArray(x)) res.push.apply(res, x); + else res.push(x); + } + return res; +}; + +var isArray = Array.isArray || function (xs) { + return Object.prototype.toString.call(xs) === '[object Array]'; +}; + +},{}],14:[function(require,module,exports){ +// Copyright Joyent, Inc. and other Node contributors. +// +// Permission is hereby granted, free of charge, to any person obtaining a +// copy of this software and associated documentation files (the +// "Software"), to deal in the Software without restriction, including +// without limitation the rights to use, copy, modify, merge, publish, +// distribute, sublicense, and/or sell copies of the Software, and to permit +// persons to whom the Software is furnished to do so, subject to the +// following conditions: +// +// The above copyright notice and this permission notice shall be included +// in all copies or substantial portions of the Software. +// +// THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS +// OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF +// MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN +// NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, +// DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR +// OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE +// USE OR OTHER DEALINGS IN THE SOFTWARE. + +function EventEmitter() { + this._events = this._events || {}; + this._maxListeners = this._maxListeners || undefined; +} +module.exports = EventEmitter; + +// Backwards-compat with node 0.10.x +EventEmitter.EventEmitter = EventEmitter; + +EventEmitter.prototype._events = undefined; +EventEmitter.prototype._maxListeners = undefined; + +// By default EventEmitters will print a warning if more than 10 listeners are +// added to it. This is a useful default which helps finding memory leaks. +EventEmitter.defaultMaxListeners = 10; + +// Obviously not all Emitters should be limited to 10. This function allows +// that to be increased. Set to zero for unlimited. +EventEmitter.prototype.setMaxListeners = function(n) { + if (!isNumber(n) || n < 0 || isNaN(n)) + throw TypeError('n must be a positive number'); + this._maxListeners = n; + return this; +}; + +EventEmitter.prototype.emit = function(type) { + var er, handler, len, args, i, listeners; + + if (!this._events) + this._events = {}; + + // If there is no 'error' event listener then throw. + if (type === 'error') { + if (!this._events.error || + (isObject(this._events.error) && !this._events.error.length)) { + er = arguments[1]; + if (er instanceof Error) { + throw er; // Unhandled 'error' event + } + throw TypeError('Uncaught, unspecified "error" event.'); + } + } + + handler = this._events[type]; + + if (isUndefined(handler)) + return false; + + if (isFunction(handler)) { + switch (arguments.length) { + // fast cases + case 1: + handler.call(this); + break; + case 2: + handler.call(this, arguments[1]); + break; + case 3: + handler.call(this, arguments[1], arguments[2]); + break; + // slower + default: + len = arguments.length; + args = new Array(len - 1); + for (i = 1; i < len; i++) + args[i - 1] = arguments[i]; + handler.apply(this, args); + } + } else if (isObject(handler)) { + len = arguments.length; + args = new Array(len - 1); + for (i = 1; i < len; i++) + args[i - 1] = arguments[i]; + + listeners = handler.slice(); + len = listeners.length; + for (i = 0; i < len; i++) + listeners[i].apply(this, args); + } + + return true; +}; + +EventEmitter.prototype.addListener = function(type, listener) { + var m; + + if (!isFunction(listener)) + throw TypeError('listener must be a function'); + + if (!this._events) + this._events = {}; + + // To avoid recursion in the case that type === "newListener"! Before + // adding it to the listeners, first emit "newListener". + if (this._events.newListener) + this.emit('newListener', type, + isFunction(listener.listener) ? + listener.listener : listener); + + if (!this._events[type]) + // Optimize the case of one listener. Don't need the extra array object. + this._events[type] = listener; + else if (isObject(this._events[type])) + // If we've already got an array, just append. + this._events[type].push(listener); + else + // Adding the second element, need to change to array. + this._events[type] = [this._events[type], listener]; + + // Check for listener leak + if (isObject(this._events[type]) && !this._events[type].warned) { + var m; + if (!isUndefined(this._maxListeners)) { + m = this._maxListeners; + } else { + m = EventEmitter.defaultMaxListeners; + } + + if (m && m > 0 && this._events[type].length > m) { + this._events[type].warned = true; + console.error('(node) warning: possible EventEmitter memory ' + + 'leak detected. %d listeners added. ' + + 'Use emitter.setMaxListeners() to increase limit.', + this._events[type].length); + if (typeof console.trace === 'function') { + // not supported in IE 10 + console.trace(); + } + } + } + + return this; +}; + +EventEmitter.prototype.on = EventEmitter.prototype.addListener; + +EventEmitter.prototype.once = function(type, listener) { + if (!isFunction(listener)) + throw TypeError('listener must be a function'); + + var fired = false; + + function g() { + this.removeListener(type, g); + + if (!fired) { + fired = true; + listener.apply(this, arguments); + } + } + + g.listener = listener; + this.on(type, g); + + return this; +}; + +// emits a 'removeListener' event iff the listener was removed +EventEmitter.prototype.removeListener = function(type, listener) { + var list, position, length, i; + + if (!isFunction(listener)) + throw TypeError('listener must be a function'); + + if (!this._events || !this._events[type]) + return this; + + list = this._events[type]; + length = list.length; + position = -1; + + if (list === listener || + (isFunction(list.listener) && list.listener === listener)) { + delete this._events[type]; + if (this._events.removeListener) + this.emit('removeListener', type, listener); + + } else if (isObject(list)) { + for (i = length; i-- > 0;) { + if (list[i] === listener || + (list[i].listener && list[i].listener === listener)) { + position = i; + break; + } + } + + if (position < 0) + return this; + + if (list.length === 1) { + list.length = 0; + delete this._events[type]; + } else { + list.splice(position, 1); + } + + if (this._events.removeListener) + this.emit('removeListener', type, listener); + } + + return this; +}; + +EventEmitter.prototype.removeAllListeners = function(type) { + var key, listeners; + + if (!this._events) + return this; + + // not listening for removeListener, no need to emit + if (!this._events.removeListener) { + if (arguments.length === 0) + this._events = {}; + else if (this._events[type]) + delete this._events[type]; + return this; + } + + // emit removeListener for all listeners on all events + if (arguments.length === 0) { + for (key in this._events) { + if (key === 'removeListener') continue; + this.removeAllListeners(key); + } + this.removeAllListeners('removeListener'); + this._events = {}; + return this; + } + + listeners = this._events[type]; + + if (isFunction(listeners)) { + this.removeListener(type, listeners); + } else { + // LIFO order + while (listeners.length) + this.removeListener(type, listeners[listeners.length - 1]); + } + delete this._events[type]; + + return this; +}; + +EventEmitter.prototype.listeners = function(type) { + var ret; + if (!this._events || !this._events[type]) + ret = []; + else if (isFunction(this._events[type])) + ret = [this._events[type]]; + else + ret = this._events[type].slice(); + return ret; +}; + +EventEmitter.listenerCount = function(emitter, type) { + var ret; + if (!emitter._events || !emitter._events[type]) + ret = 0; + else if (isFunction(emitter._events[type])) + ret = 1; + else + ret = emitter._events[type].length; + return ret; +}; + +function isFunction(arg) { + return typeof arg === 'function'; +} + +function isNumber(arg) { + return typeof arg === 'number'; +} + +function isObject(arg) { + return typeof arg === 'object' && arg !== null; +} + +function isUndefined(arg) { + return arg === void 0; +} + +},{}],15:[function(require,module,exports){ +(function (process){ +exports.alphasort = alphasort +exports.alphasorti = alphasorti +exports.setopts = setopts +exports.ownProp = ownProp +exports.makeAbs = makeAbs +exports.finish = finish +exports.mark = mark +exports.isIgnored = isIgnored +exports.childrenIgnored = childrenIgnored + +function ownProp (obj, field) { + return Object.prototype.hasOwnProperty.call(obj, field) +} + +var path = require("path") +var minimatch = require("minimatch") +var isAbsolute = require("path-is-absolute") +var Minimatch = minimatch.Minimatch + +function alphasorti (a, b) { + return a.toLowerCase().localeCompare(b.toLowerCase()) +} + +function alphasort (a, b) { + return a.localeCompare(b) +} + +function setupIgnores (self, options) { + self.ignore = options.ignore || [] + + if (!Array.isArray(self.ignore)) + self.ignore = [self.ignore] + + if (self.ignore.length) { + self.ignore = self.ignore.map(ignoreMap) + } +} + +function ignoreMap (pattern) { + var gmatcher = null + if (pattern.slice(-3) === '/**') { + var gpattern = pattern.replace(/(\/\*\*)+$/, '') + gmatcher = new Minimatch(gpattern) + } + + return { + matcher: new Minimatch(pattern), + gmatcher: gmatcher + } +} + +function setopts (self, pattern, options) { + if (!options) + options = {} + + // base-matching: just use globstar for that. + if (options.matchBase && -1 === pattern.indexOf("/")) { + if (options.noglobstar) { + throw new Error("base matching requires globstar") + } + pattern = "**/" + pattern + } + + self.silent = !!options.silent + self.pattern = pattern + self.strict = options.strict !== false + self.realpath = !!options.realpath + self.realpathCache = options.realpathCache || Object.create(null) + self.follow = !!options.follow + self.dot = !!options.dot + self.mark = !!options.mark + self.nodir = !!options.nodir + if (self.nodir) + self.mark = true + self.sync = !!options.sync + self.nounique = !!options.nounique + self.nonull = !!options.nonull + self.nosort = !!options.nosort + self.nocase = !!options.nocase + self.stat = !!options.stat + self.noprocess = !!options.noprocess + + self.maxLength = options.maxLength || Infinity + self.cache = options.cache || Object.create(null) + self.statCache = options.statCache || Object.create(null) + self.symlinks = options.symlinks || Object.create(null) + + setupIgnores(self, options) + + self.changedCwd = false + var cwd = process.cwd() + if (!ownProp(options, "cwd")) + self.cwd = cwd + else { + self.cwd = options.cwd + self.changedCwd = path.resolve(options.cwd) !== cwd + } + + self.root = options.root || path.resolve(self.cwd, "/") + self.root = path.resolve(self.root) + if (process.platform === "win32") + self.root = self.root.replace(/\\/g, "/") + + self.nomount = !!options.nomount + + // disable comments and negation unless the user explicitly + // passes in false as the option. + options.nonegate = options.nonegate === false ? false : true + options.nocomment = options.nocomment === false ? false : true + deprecationWarning(options) + + self.minimatch = new Minimatch(pattern, options) + self.options = self.minimatch.options +} + +// TODO(isaacs): remove entirely in v6 +// exported to reset in tests +exports.deprecationWarned +function deprecationWarning(options) { + if (!options.nonegate || !options.nocomment) { + if (process.noDeprecation !== true && !exports.deprecationWarned) { + var msg = 'glob WARNING: comments and negation will be disabled in v6' + if (process.throwDeprecation) + throw new Error(msg) + else if (process.traceDeprecation) + console.trace(msg) + else + console.error(msg) + + exports.deprecationWarned = true + } + } +} + +function finish (self) { + var nou = self.nounique + var all = nou ? [] : Object.create(null) + + for (var i = 0, l = self.matches.length; i < l; i ++) { + var matches = self.matches[i] + if (!matches || Object.keys(matches).length === 0) { + if (self.nonull) { + // do like the shell, and spit out the literal glob + var literal = self.minimatch.globSet[i] + if (nou) + all.push(literal) + else + all[literal] = true + } + } else { + // had matches + var m = Object.keys(matches) + if (nou) + all.push.apply(all, m) + else + m.forEach(function (m) { + all[m] = true + }) + } + } + + if (!nou) + all = Object.keys(all) + + if (!self.nosort) + all = all.sort(self.nocase ? alphasorti : alphasort) + + // at *some* point we statted all of these + if (self.mark) { + for (var i = 0; i < all.length; i++) { + all[i] = self._mark(all[i]) + } + if (self.nodir) { + all = all.filter(function (e) { + return !(/\/$/.test(e)) + }) + } + } + + if (self.ignore.length) + all = all.filter(function(m) { + return !isIgnored(self, m) + }) + + self.found = all +} + +function mark (self, p) { + var abs = makeAbs(self, p) + var c = self.cache[abs] + var m = p + if (c) { + var isDir = c === 'DIR' || Array.isArray(c) + var slash = p.slice(-1) === '/' + + if (isDir && !slash) + m += '/' + else if (!isDir && slash) + m = m.slice(0, -1) + + if (m !== p) { + var mabs = makeAbs(self, m) + self.statCache[mabs] = self.statCache[abs] + self.cache[mabs] = self.cache[abs] + } + } + + return m +} + +// lotta situps... +function makeAbs (self, f) { + var abs = f + if (f.charAt(0) === '/') { + abs = path.join(self.root, f) + } else if (isAbsolute(f) || f === '') { + abs = f + } else if (self.changedCwd) { + abs = path.resolve(self.cwd, f) + } else { + abs = path.resolve(f) + } + return abs +} + + +// Return true, if pattern ends with globstar '**', for the accompanying parent directory. +// Ex:- If node_modules/** is the pattern, add 'node_modules' to ignore list along with it's contents +function isIgnored (self, path) { + if (!self.ignore.length) + return false + + return self.ignore.some(function(item) { + return item.matcher.match(path) || !!(item.gmatcher && item.gmatcher.match(path)) + }) +} + +function childrenIgnored (self, path) { + if (!self.ignore.length) + return false + + return self.ignore.some(function(item) { + return !!(item.gmatcher && item.gmatcher.match(path)) + }) +} + +}).call(this,require('_process')) +},{"_process":24,"minimatch":20,"path":22,"path-is-absolute":23}],16:[function(require,module,exports){ +(function (process){ +// Approach: +// +// 1. Get the minimatch set +// 2. For each pattern in the set, PROCESS(pattern, false) +// 3. Store matches per-set, then uniq them +// +// PROCESS(pattern, inGlobStar) +// Get the first [n] items from pattern that are all strings +// Join these together. This is PREFIX. +// If there is no more remaining, then stat(PREFIX) and +// add to matches if it succeeds. END. +// +// If inGlobStar and PREFIX is symlink and points to dir +// set ENTRIES = [] +// else readdir(PREFIX) as ENTRIES +// If fail, END +// +// with ENTRIES +// If pattern[n] is GLOBSTAR +// // handle the case where the globstar match is empty +// // by pruning it out, and testing the resulting pattern +// PROCESS(pattern[0..n] + pattern[n+1 .. $], false) +// // handle other cases. +// for ENTRY in ENTRIES (not dotfiles) +// // attach globstar + tail onto the entry +// // Mark that this entry is a globstar match +// PROCESS(pattern[0..n] + ENTRY + pattern[n .. $], true) +// +// else // not globstar +// for ENTRY in ENTRIES (not dotfiles, unless pattern[n] is dot) +// Test ENTRY against pattern[n] +// If fails, continue +// If passes, PROCESS(pattern[0..n] + item + pattern[n+1 .. $]) +// +// Caveat: +// Cache all stats and readdirs results to minimize syscall. Since all +// we ever care about is existence and directory-ness, we can just keep +// `true` for files, and [children,...] for directories, or `false` for +// things that don't exist. + +module.exports = glob + +var fs = require('fs') +var minimatch = require('minimatch') +var Minimatch = minimatch.Minimatch +var inherits = require('inherits') +var EE = require('events').EventEmitter +var path = require('path') +var assert = require('assert') +var isAbsolute = require('path-is-absolute') +var globSync = require('./sync.js') +var common = require('./common.js') +var alphasort = common.alphasort +var alphasorti = common.alphasorti +var setopts = common.setopts +var ownProp = common.ownProp +var inflight = require('inflight') +var util = require('util') +var childrenIgnored = common.childrenIgnored +var isIgnored = common.isIgnored + +var once = require('once') + +function glob (pattern, options, cb) { + if (typeof options === 'function') cb = options, options = {} + if (!options) options = {} + + if (options.sync) { + if (cb) + throw new TypeError('callback provided to sync glob') + return globSync(pattern, options) + } + + return new Glob(pattern, options, cb) +} + +glob.sync = globSync +var GlobSync = glob.GlobSync = globSync.GlobSync + +// old api surface +glob.glob = glob + +glob.hasMagic = function (pattern, options_) { + var options = util._extend({}, options_) + options.noprocess = true + + var g = new Glob(pattern, options) + var set = g.minimatch.set + if (set.length > 1) + return true + + for (var j = 0; j < set[0].length; j++) { + if (typeof set[0][j] !== 'string') + return true + } + + return false +} + +glob.Glob = Glob +inherits(Glob, EE) +function Glob (pattern, options, cb) { + if (typeof options === 'function') { + cb = options + options = null + } + + if (options && options.sync) { + if (cb) + throw new TypeError('callback provided to sync glob') + return new GlobSync(pattern, options) + } + + if (!(this instanceof Glob)) + return new Glob(pattern, options, cb) + + setopts(this, pattern, options) + this._didRealPath = false + + // process each pattern in the minimatch set + var n = this.minimatch.set.length + + // The matches are stored as {: true,...} so that + // duplicates are automagically pruned. + // Later, we do an Object.keys() on these. + // Keep them as a list so we can fill in when nonull is set. + this.matches = new Array(n) + + if (typeof cb === 'function') { + cb = once(cb) + this.on('error', cb) + this.on('end', function (matches) { + cb(null, matches) + }) + } + + var self = this + var n = this.minimatch.set.length + this._processing = 0 + this.matches = new Array(n) + + this._emitQueue = [] + this._processQueue = [] + this.paused = false + + if (this.noprocess) + return this + + if (n === 0) + return done() + + for (var i = 0; i < n; i ++) { + this._process(this.minimatch.set[i], i, false, done) + } + + function done () { + --self._processing + if (self._processing <= 0) + self._finish() + } +} + +Glob.prototype._finish = function () { + assert(this instanceof Glob) + if (this.aborted) + return + + if (this.realpath && !this._didRealpath) + return this._realpath() + + common.finish(this) + this.emit('end', this.found) +} + +Glob.prototype._realpath = function () { + if (this._didRealpath) + return + + this._didRealpath = true + + var n = this.matches.length + if (n === 0) + return this._finish() + + var self = this + for (var i = 0; i < this.matches.length; i++) + this._realpathSet(i, next) + + function next () { + if (--n === 0) + self._finish() + } +} + +Glob.prototype._realpathSet = function (index, cb) { + var matchset = this.matches[index] + if (!matchset) + return cb() + + var found = Object.keys(matchset) + var self = this + var n = found.length + + if (n === 0) + return cb() + + var set = this.matches[index] = Object.create(null) + found.forEach(function (p, i) { + // If there's a problem with the stat, then it means that + // one or more of the links in the realpath couldn't be + // resolved. just return the abs value in that case. + p = self._makeAbs(p) + fs.realpath(p, self.realpathCache, function (er, real) { + if (!er) + set[real] = true + else if (er.syscall === 'stat') + set[p] = true + else + self.emit('error', er) // srsly wtf right here + + if (--n === 0) { + self.matches[index] = set + cb() + } + }) + }) +} + +Glob.prototype._mark = function (p) { + return common.mark(this, p) +} + +Glob.prototype._makeAbs = function (f) { + return common.makeAbs(this, f) +} + +Glob.prototype.abort = function () { + this.aborted = true + this.emit('abort') +} + +Glob.prototype.pause = function () { + if (!this.paused) { + this.paused = true + this.emit('pause') + } +} + +Glob.prototype.resume = function () { + if (this.paused) { + this.emit('resume') + this.paused = false + if (this._emitQueue.length) { + var eq = this._emitQueue.slice(0) + this._emitQueue.length = 0 + for (var i = 0; i < eq.length; i ++) { + var e = eq[i] + this._emitMatch(e[0], e[1]) + } + } + if (this._processQueue.length) { + var pq = this._processQueue.slice(0) + this._processQueue.length = 0 + for (var i = 0; i < pq.length; i ++) { + var p = pq[i] + this._processing-- + this._process(p[0], p[1], p[2], p[3]) + } + } + } +} + +Glob.prototype._process = function (pattern, index, inGlobStar, cb) { + assert(this instanceof Glob) + assert(typeof cb === 'function') + + if (this.aborted) + return + + this._processing++ + if (this.paused) { + this._processQueue.push([pattern, index, inGlobStar, cb]) + return + } + + //console.error('PROCESS %d', this._processing, pattern) + + // Get the first [n] parts of pattern that are all strings. + var n = 0 + while (typeof pattern[n] === 'string') { + n ++ + } + // now n is the index of the first one that is *not* a string. + + // see if there's anything else + var prefix + switch (n) { + // if not, then this is rather simple + case pattern.length: + this._processSimple(pattern.join('/'), index, cb) + return + + case 0: + // pattern *starts* with some non-trivial item. + // going to readdir(cwd), but not include the prefix in matches. + prefix = null + break + + default: + // pattern has some string bits in the front. + // whatever it starts with, whether that's 'absolute' like /foo/bar, + // or 'relative' like '../baz' + prefix = pattern.slice(0, n).join('/') + break + } + + var remain = pattern.slice(n) + + // get the list of entries. + var read + if (prefix === null) + read = '.' + else if (isAbsolute(prefix) || isAbsolute(pattern.join('/'))) { + if (!prefix || !isAbsolute(prefix)) + prefix = '/' + prefix + read = prefix + } else + read = prefix + + var abs = this._makeAbs(read) + + //if ignored, skip _processing + if (childrenIgnored(this, read)) + return cb() + + var isGlobStar = remain[0] === minimatch.GLOBSTAR + if (isGlobStar) + this._processGlobStar(prefix, read, abs, remain, index, inGlobStar, cb) + else + this._processReaddir(prefix, read, abs, remain, index, inGlobStar, cb) +} + +Glob.prototype._processReaddir = function (prefix, read, abs, remain, index, inGlobStar, cb) { + var self = this + this._readdir(abs, inGlobStar, function (er, entries) { + return self._processReaddir2(prefix, read, abs, remain, index, inGlobStar, entries, cb) + }) +} + +Glob.prototype._processReaddir2 = function (prefix, read, abs, remain, index, inGlobStar, entries, cb) { + + // if the abs isn't a dir, then nothing can match! + if (!entries) + return cb() + + // It will only match dot entries if it starts with a dot, or if + // dot is set. Stuff like @(.foo|.bar) isn't allowed. + var pn = remain[0] + var negate = !!this.minimatch.negate + var rawGlob = pn._glob + var dotOk = this.dot || rawGlob.charAt(0) === '.' + + var matchedEntries = [] + for (var i = 0; i < entries.length; i++) { + var e = entries[i] + if (e.charAt(0) !== '.' || dotOk) { + var m + if (negate && !prefix) { + m = !e.match(pn) + } else { + m = e.match(pn) + } + if (m) + matchedEntries.push(e) + } + } + + //console.error('prd2', prefix, entries, remain[0]._glob, matchedEntries) + + var len = matchedEntries.length + // If there are no matched entries, then nothing matches. + if (len === 0) + return cb() + + // if this is the last remaining pattern bit, then no need for + // an additional stat *unless* the user has specified mark or + // stat explicitly. We know they exist, since readdir returned + // them. + + if (remain.length === 1 && !this.mark && !this.stat) { + if (!this.matches[index]) + this.matches[index] = Object.create(null) + + for (var i = 0; i < len; i ++) { + var e = matchedEntries[i] + if (prefix) { + if (prefix !== '/') + e = prefix + '/' + e + else + e = prefix + e + } + + if (e.charAt(0) === '/' && !this.nomount) { + e = path.join(this.root, e) + } + this._emitMatch(index, e) + } + // This was the last one, and no stats were needed + return cb() + } + + // now test all matched entries as stand-ins for that part + // of the pattern. + remain.shift() + for (var i = 0; i < len; i ++) { + var e = matchedEntries[i] + var newPattern + if (prefix) { + if (prefix !== '/') + e = prefix + '/' + e + else + e = prefix + e + } + this._process([e].concat(remain), index, inGlobStar, cb) + } + cb() +} + +Glob.prototype._emitMatch = function (index, e) { + if (this.aborted) + return + + if (this.matches[index][e]) + return + + if (isIgnored(this, e)) + return + + if (this.paused) { + this._emitQueue.push([index, e]) + return + } + + var abs = this._makeAbs(e) + + if (this.nodir) { + var c = this.cache[abs] + if (c === 'DIR' || Array.isArray(c)) + return + } + + if (this.mark) + e = this._mark(e) + + this.matches[index][e] = true + + var st = this.statCache[abs] + if (st) + this.emit('stat', e, st) + + this.emit('match', e) +} + +Glob.prototype._readdirInGlobStar = function (abs, cb) { + if (this.aborted) + return + + // follow all symlinked directories forever + // just proceed as if this is a non-globstar situation + if (this.follow) + return this._readdir(abs, false, cb) + + var lstatkey = 'lstat\0' + abs + var self = this + var lstatcb = inflight(lstatkey, lstatcb_) + + if (lstatcb) + fs.lstat(abs, lstatcb) + + function lstatcb_ (er, lstat) { + if (er) + return cb() + + var isSym = lstat.isSymbolicLink() + self.symlinks[abs] = isSym + + // If it's not a symlink or a dir, then it's definitely a regular file. + // don't bother doing a readdir in that case. + if (!isSym && !lstat.isDirectory()) { + self.cache[abs] = 'FILE' + cb() + } else + self._readdir(abs, false, cb) + } +} + +Glob.prototype._readdir = function (abs, inGlobStar, cb) { + if (this.aborted) + return + + cb = inflight('readdir\0'+abs+'\0'+inGlobStar, cb) + if (!cb) + return + + //console.error('RD %j %j', +inGlobStar, abs) + if (inGlobStar && !ownProp(this.symlinks, abs)) + return this._readdirInGlobStar(abs, cb) + + if (ownProp(this.cache, abs)) { + var c = this.cache[abs] + if (!c || c === 'FILE') + return cb() + + if (Array.isArray(c)) + return cb(null, c) + } + + var self = this + fs.readdir(abs, readdirCb(this, abs, cb)) +} + +function readdirCb (self, abs, cb) { + return function (er, entries) { + if (er) + self._readdirError(abs, er, cb) + else + self._readdirEntries(abs, entries, cb) + } +} + +Glob.prototype._readdirEntries = function (abs, entries, cb) { + if (this.aborted) + return + + // if we haven't asked to stat everything, then just + // assume that everything in there exists, so we can avoid + // having to stat it a second time. + if (!this.mark && !this.stat) { + for (var i = 0; i < entries.length; i ++) { + var e = entries[i] + if (abs === '/') + e = abs + e + else + e = abs + '/' + e + this.cache[e] = true + } + } + + this.cache[abs] = entries + return cb(null, entries) +} + +Glob.prototype._readdirError = function (f, er, cb) { + if (this.aborted) + return + + // handle errors, and cache the information + switch (er.code) { + case 'ENOTSUP': // https://github.com/isaacs/node-glob/issues/205 + case 'ENOTDIR': // totally normal. means it *does* exist. + this.cache[this._makeAbs(f)] = 'FILE' + break + + case 'ENOENT': // not terribly unusual + case 'ELOOP': + case 'ENAMETOOLONG': + case 'UNKNOWN': + this.cache[this._makeAbs(f)] = false + break + + default: // some unusual error. Treat as failure. + this.cache[this._makeAbs(f)] = false + if (this.strict) { + this.emit('error', er) + // If the error is handled, then we abort + // if not, we threw out of here + this.abort() + } + if (!this.silent) + console.error('glob error', er) + break + } + + return cb() +} + +Glob.prototype._processGlobStar = function (prefix, read, abs, remain, index, inGlobStar, cb) { + var self = this + this._readdir(abs, inGlobStar, function (er, entries) { + self._processGlobStar2(prefix, read, abs, remain, index, inGlobStar, entries, cb) + }) +} + + +Glob.prototype._processGlobStar2 = function (prefix, read, abs, remain, index, inGlobStar, entries, cb) { + //console.error('pgs2', prefix, remain[0], entries) + + // no entries means not a dir, so it can never have matches + // foo.txt/** doesn't match foo.txt + if (!entries) + return cb() + + // test without the globstar, and with every child both below + // and replacing the globstar. + var remainWithoutGlobStar = remain.slice(1) + var gspref = prefix ? [ prefix ] : [] + var noGlobStar = gspref.concat(remainWithoutGlobStar) + + // the noGlobStar pattern exits the inGlobStar state + this._process(noGlobStar, index, false, cb) + + var isSym = this.symlinks[abs] + var len = entries.length + + // If it's a symlink, and we're in a globstar, then stop + if (isSym && inGlobStar) + return cb() + + for (var i = 0; i < len; i++) { + var e = entries[i] + if (e.charAt(0) === '.' && !this.dot) + continue + + // these two cases enter the inGlobStar state + var instead = gspref.concat(entries[i], remainWithoutGlobStar) + this._process(instead, index, true, cb) + + var below = gspref.concat(entries[i], remain) + this._process(below, index, true, cb) + } + + cb() +} + +Glob.prototype._processSimple = function (prefix, index, cb) { + // XXX review this. Shouldn't it be doing the mounting etc + // before doing stat? kinda weird? + var self = this + this._stat(prefix, function (er, exists) { + self._processSimple2(prefix, index, er, exists, cb) + }) +} +Glob.prototype._processSimple2 = function (prefix, index, er, exists, cb) { + + //console.error('ps2', prefix, exists) + + if (!this.matches[index]) + this.matches[index] = Object.create(null) + + // If it doesn't exist, then just mark the lack of results + if (!exists) + return cb() + + if (prefix && isAbsolute(prefix) && !this.nomount) { + var trail = /[\/\\]$/.test(prefix) + if (prefix.charAt(0) === '/') { + prefix = path.join(this.root, prefix) + } else { + prefix = path.resolve(this.root, prefix) + if (trail) + prefix += '/' + } + } + + if (process.platform === 'win32') + prefix = prefix.replace(/\\/g, '/') + + // Mark this as a match + this._emitMatch(index, prefix) + cb() +} + +// Returns either 'DIR', 'FILE', or false +Glob.prototype._stat = function (f, cb) { + var abs = this._makeAbs(f) + var needDir = f.slice(-1) === '/' + + if (f.length > this.maxLength) + return cb() + + if (!this.stat && ownProp(this.cache, abs)) { + var c = this.cache[abs] + + if (Array.isArray(c)) + c = 'DIR' + + // It exists, but maybe not how we need it + if (!needDir || c === 'DIR') + return cb(null, c) + + if (needDir && c === 'FILE') + return cb() + + // otherwise we have to stat, because maybe c=true + // if we know it exists, but not what it is. + } + + var exists + var stat = this.statCache[abs] + if (stat !== undefined) { + if (stat === false) + return cb(null, stat) + else { + var type = stat.isDirectory() ? 'DIR' : 'FILE' + if (needDir && type === 'FILE') + return cb() + else + return cb(null, type, stat) + } + } + + var self = this + var statcb = inflight('stat\0' + abs, lstatcb_) + if (statcb) + fs.lstat(abs, statcb) + + function lstatcb_ (er, lstat) { + if (lstat && lstat.isSymbolicLink()) { + // If it's a symlink, then treat it as the target, unless + // the target does not exist, then treat it as a file. + return fs.stat(abs, function (er, stat) { + if (er) + self._stat2(f, abs, null, lstat, cb) + else + self._stat2(f, abs, er, stat, cb) + }) + } else { + self._stat2(f, abs, er, lstat, cb) + } + } +} + +Glob.prototype._stat2 = function (f, abs, er, stat, cb) { + if (er) { + this.statCache[abs] = false + return cb() + } + + var needDir = f.slice(-1) === '/' + this.statCache[abs] = stat + + if (abs.slice(-1) === '/' && !stat.isDirectory()) + return cb(null, false, stat) + + var c = stat.isDirectory() ? 'DIR' : 'FILE' + this.cache[abs] = this.cache[abs] || c + + if (needDir && c !== 'DIR') + return cb() + + return cb(null, c, stat) +} + +}).call(this,require('_process')) +},{"./common.js":15,"./sync.js":17,"_process":24,"assert":9,"events":14,"fs":12,"inflight":18,"inherits":19,"minimatch":20,"once":21,"path":22,"path-is-absolute":23,"util":28}],17:[function(require,module,exports){ +(function (process){ +module.exports = globSync +globSync.GlobSync = GlobSync + +var fs = require('fs') +var minimatch = require('minimatch') +var Minimatch = minimatch.Minimatch +var Glob = require('./glob.js').Glob +var util = require('util') +var path = require('path') +var assert = require('assert') +var isAbsolute = require('path-is-absolute') +var common = require('./common.js') +var alphasort = common.alphasort +var alphasorti = common.alphasorti +var setopts = common.setopts +var ownProp = common.ownProp +var childrenIgnored = common.childrenIgnored + +function globSync (pattern, options) { + if (typeof options === 'function' || arguments.length === 3) + throw new TypeError('callback provided to sync glob\n'+ + 'See: https://github.com/isaacs/node-glob/issues/167') + + return new GlobSync(pattern, options).found +} + +function GlobSync (pattern, options) { + if (!pattern) + throw new Error('must provide pattern') + + if (typeof options === 'function' || arguments.length === 3) + throw new TypeError('callback provided to sync glob\n'+ + 'See: https://github.com/isaacs/node-glob/issues/167') + + if (!(this instanceof GlobSync)) + return new GlobSync(pattern, options) + + setopts(this, pattern, options) + + if (this.noprocess) + return this + + var n = this.minimatch.set.length + this.matches = new Array(n) + for (var i = 0; i < n; i ++) { + this._process(this.minimatch.set[i], i, false) + } + this._finish() +} + +GlobSync.prototype._finish = function () { + assert(this instanceof GlobSync) + if (this.realpath) { + var self = this + this.matches.forEach(function (matchset, index) { + var set = self.matches[index] = Object.create(null) + for (var p in matchset) { + try { + p = self._makeAbs(p) + var real = fs.realpathSync(p, self.realpathCache) + set[real] = true + } catch (er) { + if (er.syscall === 'stat') + set[self._makeAbs(p)] = true + else + throw er + } + } + }) + } + common.finish(this) +} + + +GlobSync.prototype._process = function (pattern, index, inGlobStar) { + assert(this instanceof GlobSync) + + // Get the first [n] parts of pattern that are all strings. + var n = 0 + while (typeof pattern[n] === 'string') { + n ++ + } + // now n is the index of the first one that is *not* a string. + + // See if there's anything else + var prefix + switch (n) { + // if not, then this is rather simple + case pattern.length: + this._processSimple(pattern.join('/'), index) + return + + case 0: + // pattern *starts* with some non-trivial item. + // going to readdir(cwd), but not include the prefix in matches. + prefix = null + break + + default: + // pattern has some string bits in the front. + // whatever it starts with, whether that's 'absolute' like /foo/bar, + // or 'relative' like '../baz' + prefix = pattern.slice(0, n).join('/') + break + } + + var remain = pattern.slice(n) + + // get the list of entries. + var read + if (prefix === null) + read = '.' + else if (isAbsolute(prefix) || isAbsolute(pattern.join('/'))) { + if (!prefix || !isAbsolute(prefix)) + prefix = '/' + prefix + read = prefix + } else + read = prefix + + var abs = this._makeAbs(read) + + //if ignored, skip processing + if (childrenIgnored(this, read)) + return + + var isGlobStar = remain[0] === minimatch.GLOBSTAR + if (isGlobStar) + this._processGlobStar(prefix, read, abs, remain, index, inGlobStar) + else + this._processReaddir(prefix, read, abs, remain, index, inGlobStar) +} + + +GlobSync.prototype._processReaddir = function (prefix, read, abs, remain, index, inGlobStar) { + var entries = this._readdir(abs, inGlobStar) + + // if the abs isn't a dir, then nothing can match! + if (!entries) + return + + // It will only match dot entries if it starts with a dot, or if + // dot is set. Stuff like @(.foo|.bar) isn't allowed. + var pn = remain[0] + var negate = !!this.minimatch.negate + var rawGlob = pn._glob + var dotOk = this.dot || rawGlob.charAt(0) === '.' + + var matchedEntries = [] + for (var i = 0; i < entries.length; i++) { + var e = entries[i] + if (e.charAt(0) !== '.' || dotOk) { + var m + if (negate && !prefix) { + m = !e.match(pn) + } else { + m = e.match(pn) + } + if (m) + matchedEntries.push(e) + } + } + + var len = matchedEntries.length + // If there are no matched entries, then nothing matches. + if (len === 0) + return + + // if this is the last remaining pattern bit, then no need for + // an additional stat *unless* the user has specified mark or + // stat explicitly. We know they exist, since readdir returned + // them. + + if (remain.length === 1 && !this.mark && !this.stat) { + if (!this.matches[index]) + this.matches[index] = Object.create(null) + + for (var i = 0; i < len; i ++) { + var e = matchedEntries[i] + if (prefix) { + if (prefix.slice(-1) !== '/') + e = prefix + '/' + e + else + e = prefix + e + } + + if (e.charAt(0) === '/' && !this.nomount) { + e = path.join(this.root, e) + } + this.matches[index][e] = true + } + // This was the last one, and no stats were needed + return + } + + // now test all matched entries as stand-ins for that part + // of the pattern. + remain.shift() + for (var i = 0; i < len; i ++) { + var e = matchedEntries[i] + var newPattern + if (prefix) + newPattern = [prefix, e] + else + newPattern = [e] + this._process(newPattern.concat(remain), index, inGlobStar) + } +} + + +GlobSync.prototype._emitMatch = function (index, e) { + var abs = this._makeAbs(e) + if (this.mark) + e = this._mark(e) + + if (this.matches[index][e]) + return + + if (this.nodir) { + var c = this.cache[this._makeAbs(e)] + if (c === 'DIR' || Array.isArray(c)) + return + } + + this.matches[index][e] = true + if (this.stat) + this._stat(e) +} + + +GlobSync.prototype._readdirInGlobStar = function (abs) { + // follow all symlinked directories forever + // just proceed as if this is a non-globstar situation + if (this.follow) + return this._readdir(abs, false) + + var entries + var lstat + var stat + try { + lstat = fs.lstatSync(abs) + } catch (er) { + // lstat failed, doesn't exist + return null + } + + var isSym = lstat.isSymbolicLink() + this.symlinks[abs] = isSym + + // If it's not a symlink or a dir, then it's definitely a regular file. + // don't bother doing a readdir in that case. + if (!isSym && !lstat.isDirectory()) + this.cache[abs] = 'FILE' + else + entries = this._readdir(abs, false) + + return entries +} + +GlobSync.prototype._readdir = function (abs, inGlobStar) { + var entries + + if (inGlobStar && !ownProp(this.symlinks, abs)) + return this._readdirInGlobStar(abs) + + if (ownProp(this.cache, abs)) { + var c = this.cache[abs] + if (!c || c === 'FILE') + return null + + if (Array.isArray(c)) + return c + } + + try { + return this._readdirEntries(abs, fs.readdirSync(abs)) + } catch (er) { + this._readdirError(abs, er) + return null + } +} + +GlobSync.prototype._readdirEntries = function (abs, entries) { + // if we haven't asked to stat everything, then just + // assume that everything in there exists, so we can avoid + // having to stat it a second time. + if (!this.mark && !this.stat) { + for (var i = 0; i < entries.length; i ++) { + var e = entries[i] + if (abs === '/') + e = abs + e + else + e = abs + '/' + e + this.cache[e] = true + } + } + + this.cache[abs] = entries + + // mark and cache dir-ness + return entries +} + +GlobSync.prototype._readdirError = function (f, er) { + // handle errors, and cache the information + switch (er.code) { + case 'ENOTSUP': // https://github.com/isaacs/node-glob/issues/205 + case 'ENOTDIR': // totally normal. means it *does* exist. + this.cache[this._makeAbs(f)] = 'FILE' + break + + case 'ENOENT': // not terribly unusual + case 'ELOOP': + case 'ENAMETOOLONG': + case 'UNKNOWN': + this.cache[this._makeAbs(f)] = false + break + + default: // some unusual error. Treat as failure. + this.cache[this._makeAbs(f)] = false + if (this.strict) + throw er + if (!this.silent) + console.error('glob error', er) + break + } +} + +GlobSync.prototype._processGlobStar = function (prefix, read, abs, remain, index, inGlobStar) { + + var entries = this._readdir(abs, inGlobStar) + + // no entries means not a dir, so it can never have matches + // foo.txt/** doesn't match foo.txt + if (!entries) + return + + // test without the globstar, and with every child both below + // and replacing the globstar. + var remainWithoutGlobStar = remain.slice(1) + var gspref = prefix ? [ prefix ] : [] + var noGlobStar = gspref.concat(remainWithoutGlobStar) + + // the noGlobStar pattern exits the inGlobStar state + this._process(noGlobStar, index, false) + + var len = entries.length + var isSym = this.symlinks[abs] + + // If it's a symlink, and we're in a globstar, then stop + if (isSym && inGlobStar) + return + + for (var i = 0; i < len; i++) { + var e = entries[i] + if (e.charAt(0) === '.' && !this.dot) + continue + + // these two cases enter the inGlobStar state + var instead = gspref.concat(entries[i], remainWithoutGlobStar) + this._process(instead, index, true) + + var below = gspref.concat(entries[i], remain) + this._process(below, index, true) + } +} + +GlobSync.prototype._processSimple = function (prefix, index) { + // XXX review this. Shouldn't it be doing the mounting etc + // before doing stat? kinda weird? + var exists = this._stat(prefix) + + if (!this.matches[index]) + this.matches[index] = Object.create(null) + + // If it doesn't exist, then just mark the lack of results + if (!exists) + return + + if (prefix && isAbsolute(prefix) && !this.nomount) { + var trail = /[\/\\]$/.test(prefix) + if (prefix.charAt(0) === '/') { + prefix = path.join(this.root, prefix) + } else { + prefix = path.resolve(this.root, prefix) + if (trail) + prefix += '/' + } + } + + if (process.platform === 'win32') + prefix = prefix.replace(/\\/g, '/') + + // Mark this as a match + this.matches[index][prefix] = true +} + +// Returns either 'DIR', 'FILE', or false +GlobSync.prototype._stat = function (f) { + var abs = this._makeAbs(f) + var needDir = f.slice(-1) === '/' + + if (f.length > this.maxLength) + return false + + if (!this.stat && ownProp(this.cache, abs)) { + var c = this.cache[abs] + + if (Array.isArray(c)) + c = 'DIR' + + // It exists, but maybe not how we need it + if (!needDir || c === 'DIR') + return c + + if (needDir && c === 'FILE') + return false + + // otherwise we have to stat, because maybe c=true + // if we know it exists, but not what it is. + } + + var exists + var stat = this.statCache[abs] + if (!stat) { + var lstat + try { + lstat = fs.lstatSync(abs) + } catch (er) { + return false + } + + if (lstat.isSymbolicLink()) { + try { + stat = fs.statSync(abs) + } catch (er) { + stat = lstat + } + } else { + stat = lstat + } + } + + this.statCache[abs] = stat + + var c = stat.isDirectory() ? 'DIR' : 'FILE' + this.cache[abs] = this.cache[abs] || c + + if (needDir && c !== 'DIR') + return false + + return c +} + +GlobSync.prototype._mark = function (p) { + return common.mark(this, p) +} + +GlobSync.prototype._makeAbs = function (f) { + return common.makeAbs(this, f) +} + +}).call(this,require('_process')) +},{"./common.js":15,"./glob.js":16,"_process":24,"assert":9,"fs":12,"minimatch":20,"path":22,"path-is-absolute":23,"util":28}],18:[function(require,module,exports){ +(function (process){ +var wrappy = require('wrappy') +var reqs = Object.create(null) +var once = require('once') + +module.exports = wrappy(inflight) + +function inflight (key, cb) { + if (reqs[key]) { + reqs[key].push(cb) + return null + } else { + reqs[key] = [cb] + return makeres(key) + } +} + +function makeres (key) { + return once(function RES () { + var cbs = reqs[key] + var len = cbs.length + var args = slice(arguments) + + // XXX It's somewhat ambiguous whether a new callback added in this + // pass should be queued for later execution if something in the + // list of callbacks throws, or if it should just be discarded. + // However, it's such an edge case that it hardly matters, and either + // choice is likely as surprising as the other. + // As it happens, we do go ahead and schedule it for later execution. + try { + for (var i = 0; i < len; i++) { + cbs[i].apply(null, args) + } + } finally { + if (cbs.length > len) { + // added more in the interim. + // de-zalgo, just in case, but don't call again. + cbs.splice(0, len) + process.nextTick(function () { + RES.apply(null, args) + }) + } else { + delete reqs[key] + } + } + }) +} + +function slice (args) { + var length = args.length + var array = [] + + for (var i = 0; i < length; i++) array[i] = args[i] + return array +} + +}).call(this,require('_process')) +},{"_process":24,"once":21,"wrappy":29}],19:[function(require,module,exports){ +if (typeof Object.create === 'function') { + // implementation from standard node.js 'util' module + module.exports = function inherits(ctor, superCtor) { + ctor.super_ = superCtor + ctor.prototype = Object.create(superCtor.prototype, { + constructor: { + value: ctor, + enumerable: false, + writable: true, + configurable: true + } + }); + }; +} else { + // old school shim for old browsers + module.exports = function inherits(ctor, superCtor) { + ctor.super_ = superCtor + var TempCtor = function () {} + TempCtor.prototype = superCtor.prototype + ctor.prototype = new TempCtor() + ctor.prototype.constructor = ctor + } +} + +},{}],20:[function(require,module,exports){ +module.exports = minimatch +minimatch.Minimatch = Minimatch + +var path = { sep: '/' } +try { + path = require('path') +} catch (er) {} + +var GLOBSTAR = minimatch.GLOBSTAR = Minimatch.GLOBSTAR = {} +var expand = require('brace-expansion') + +var plTypes = { + '!': { open: '(?:(?!(?:', close: '))[^/]*?)'}, + '?': { open: '(?:', close: ')?' }, + '+': { open: '(?:', close: ')+' }, + '*': { open: '(?:', close: ')*' }, + '@': { open: '(?:', close: ')' } +} + +// any single thing other than / +// don't need to escape / when using new RegExp() +var qmark = '[^/]' + +// * => any number of characters +var star = qmark + '*?' + +// ** when dots are allowed. Anything goes, except .. and . +// not (^ or / followed by one or two dots followed by $ or /), +// followed by anything, any number of times. +var twoStarDot = '(?:(?!(?:\\\/|^)(?:\\.{1,2})($|\\\/)).)*?' + +// not a ^ or / followed by a dot, +// followed by anything, any number of times. +var twoStarNoDot = '(?:(?!(?:\\\/|^)\\.).)*?' + +// characters that need to be escaped in RegExp. +var reSpecials = charSet('().*{}+?[]^$\\!') + +// "abc" -> { a:true, b:true, c:true } +function charSet (s) { + return s.split('').reduce(function (set, c) { + set[c] = true + return set + }, {}) +} + +// normalizes slashes. +var slashSplit = /\/+/ + +minimatch.filter = filter +function filter (pattern, options) { + options = options || {} + return function (p, i, list) { + return minimatch(p, pattern, options) + } +} + +function ext (a, b) { + a = a || {} + b = b || {} + var t = {} + Object.keys(b).forEach(function (k) { + t[k] = b[k] + }) + Object.keys(a).forEach(function (k) { + t[k] = a[k] + }) + return t +} + +minimatch.defaults = function (def) { + if (!def || !Object.keys(def).length) return minimatch + + var orig = minimatch + + var m = function minimatch (p, pattern, options) { + return orig.minimatch(p, pattern, ext(def, options)) + } + + m.Minimatch = function Minimatch (pattern, options) { + return new orig.Minimatch(pattern, ext(def, options)) + } + + return m +} + +Minimatch.defaults = function (def) { + if (!def || !Object.keys(def).length) return Minimatch + return minimatch.defaults(def).Minimatch +} + +function minimatch (p, pattern, options) { + if (typeof pattern !== 'string') { + throw new TypeError('glob pattern string required') + } + + if (!options) options = {} + + // shortcut: comments match nothing. + if (!options.nocomment && pattern.charAt(0) === '#') { + return false + } + + // "" only matches "" + if (pattern.trim() === '') return p === '' + + return new Minimatch(pattern, options).match(p) +} + +function Minimatch (pattern, options) { + if (!(this instanceof Minimatch)) { + return new Minimatch(pattern, options) + } + + if (typeof pattern !== 'string') { + throw new TypeError('glob pattern string required') + } + + if (!options) options = {} + pattern = pattern.trim() + + // windows support: need to use /, not \ + if (path.sep !== '/') { + pattern = pattern.split(path.sep).join('/') + } + + this.options = options + this.set = [] + this.pattern = pattern + this.regexp = null + this.negate = false + this.comment = false + this.empty = false + + // make the set of regexps etc. + this.make() +} + +Minimatch.prototype.debug = function () {} + +Minimatch.prototype.make = make +function make () { + // don't do it more than once. + if (this._made) return + + var pattern = this.pattern + var options = this.options + + // empty patterns and comments match nothing. + if (!options.nocomment && pattern.charAt(0) === '#') { + this.comment = true + return + } + if (!pattern) { + this.empty = true + return + } + + // step 1: figure out negation, etc. + this.parseNegate() + + // step 2: expand braces + var set = this.globSet = this.braceExpand() + + if (options.debug) this.debug = console.error + + this.debug(this.pattern, set) + + // step 3: now we have a set, so turn each one into a series of path-portion + // matching patterns. + // These will be regexps, except in the case of "**", which is + // set to the GLOBSTAR object for globstar behavior, + // and will not contain any / characters + set = this.globParts = set.map(function (s) { + return s.split(slashSplit) + }) + + this.debug(this.pattern, set) + + // glob --> regexps + set = set.map(function (s, si, set) { + return s.map(this.parse, this) + }, this) + + this.debug(this.pattern, set) + + // filter out everything that didn't compile properly. + set = set.filter(function (s) { + return s.indexOf(false) === -1 + }) + + this.debug(this.pattern, set) + + this.set = set +} + +Minimatch.prototype.parseNegate = parseNegate +function parseNegate () { + var pattern = this.pattern + var negate = false + var options = this.options + var negateOffset = 0 + + if (options.nonegate) return + + for (var i = 0, l = pattern.length + ; i < l && pattern.charAt(i) === '!' + ; i++) { + negate = !negate + negateOffset++ + } + + if (negateOffset) this.pattern = pattern.substr(negateOffset) + this.negate = negate +} + +// Brace expansion: +// a{b,c}d -> abd acd +// a{b,}c -> abc ac +// a{0..3}d -> a0d a1d a2d a3d +// a{b,c{d,e}f}g -> abg acdfg acefg +// a{b,c}d{e,f}g -> abdeg acdeg abdeg abdfg +// +// Invalid sets are not expanded. +// a{2..}b -> a{2..}b +// a{b}c -> a{b}c +minimatch.braceExpand = function (pattern, options) { + return braceExpand(pattern, options) +} + +Minimatch.prototype.braceExpand = braceExpand + +function braceExpand (pattern, options) { + if (!options) { + if (this instanceof Minimatch) { + options = this.options + } else { + options = {} + } + } + + pattern = typeof pattern === 'undefined' + ? this.pattern : pattern + + if (typeof pattern === 'undefined') { + throw new TypeError('undefined pattern') + } + + if (options.nobrace || + !pattern.match(/\{.*\}/)) { + // shortcut. no need to expand. + return [pattern] + } + + return expand(pattern) +} + +// parse a component of the expanded set. +// At this point, no pattern may contain "/" in it +// so we're going to return a 2d array, where each entry is the full +// pattern, split on '/', and then turned into a regular expression. +// A regexp is made at the end which joins each array with an +// escaped /, and another full one which joins each regexp with |. +// +// Following the lead of Bash 4.1, note that "**" only has special meaning +// when it is the *only* thing in a path portion. Otherwise, any series +// of * is equivalent to a single *. Globstar behavior is enabled by +// default, and can be disabled by setting options.noglobstar. +Minimatch.prototype.parse = parse +var SUBPARSE = {} +function parse (pattern, isSub) { + if (pattern.length > 1024 * 64) { + throw new TypeError('pattern is too long') + } + + var options = this.options + + // shortcuts + if (!options.noglobstar && pattern === '**') return GLOBSTAR + if (pattern === '') return '' + + var re = '' + var hasMagic = !!options.nocase + var escaping = false + // ? => one single character + var patternListStack = [] + var negativeLists = [] + var stateChar + var inClass = false + var reClassStart = -1 + var classStart = -1 + // . and .. never match anything that doesn't start with ., + // even when options.dot is set. + var patternStart = pattern.charAt(0) === '.' ? '' // anything + // not (start or / followed by . or .. followed by / or end) + : options.dot ? '(?!(?:^|\\\/)\\.{1,2}(?:$|\\\/))' + : '(?!\\.)' + var self = this + + function clearStateChar () { + if (stateChar) { + // we had some state-tracking character + // that wasn't consumed by this pass. + switch (stateChar) { + case '*': + re += star + hasMagic = true + break + case '?': + re += qmark + hasMagic = true + break + default: + re += '\\' + stateChar + break + } + self.debug('clearStateChar %j %j', stateChar, re) + stateChar = false + } + } + + for (var i = 0, len = pattern.length, c + ; (i < len) && (c = pattern.charAt(i)) + ; i++) { + this.debug('%s\t%s %s %j', pattern, i, re, c) + + // skip over any that are escaped. + if (escaping && reSpecials[c]) { + re += '\\' + c + escaping = false + continue + } + + switch (c) { + case '/': + // completely not allowed, even escaped. + // Should already be path-split by now. + return false + + case '\\': + clearStateChar() + escaping = true + continue + + // the various stateChar values + // for the "extglob" stuff. + case '?': + case '*': + case '+': + case '@': + case '!': + this.debug('%s\t%s %s %j <-- stateChar', pattern, i, re, c) + + // all of those are literals inside a class, except that + // the glob [!a] means [^a] in regexp + if (inClass) { + this.debug(' in class') + if (c === '!' && i === classStart + 1) c = '^' + re += c + continue + } + + // if we already have a stateChar, then it means + // that there was something like ** or +? in there. + // Handle the stateChar, then proceed with this one. + self.debug('call clearStateChar %j', stateChar) + clearStateChar() + stateChar = c + // if extglob is disabled, then +(asdf|foo) isn't a thing. + // just clear the statechar *now*, rather than even diving into + // the patternList stuff. + if (options.noext) clearStateChar() + continue + + case '(': + if (inClass) { + re += '(' + continue + } + + if (!stateChar) { + re += '\\(' + continue + } + + patternListStack.push({ + type: stateChar, + start: i - 1, + reStart: re.length, + open: plTypes[stateChar].open, + close: plTypes[stateChar].close + }) + // negation is (?:(?!js)[^/]*) + re += stateChar === '!' ? '(?:(?!(?:' : '(?:' + this.debug('plType %j %j', stateChar, re) + stateChar = false + continue + + case ')': + if (inClass || !patternListStack.length) { + re += '\\)' + continue + } + + clearStateChar() + hasMagic = true + var pl = patternListStack.pop() + // negation is (?:(?!js)[^/]*) + // The others are (?:) + re += pl.close + if (pl.type === '!') { + negativeLists.push(pl) + } + pl.reEnd = re.length + continue + + case '|': + if (inClass || !patternListStack.length || escaping) { + re += '\\|' + escaping = false + continue + } + + clearStateChar() + re += '|' + continue + + // these are mostly the same in regexp and glob + case '[': + // swallow any state-tracking char before the [ + clearStateChar() + + if (inClass) { + re += '\\' + c + continue + } + + inClass = true + classStart = i + reClassStart = re.length + re += c + continue + + case ']': + // a right bracket shall lose its special + // meaning and represent itself in + // a bracket expression if it occurs + // first in the list. -- POSIX.2 2.8.3.2 + if (i === classStart + 1 || !inClass) { + re += '\\' + c + escaping = false + continue + } + + // handle the case where we left a class open. + // "[z-a]" is valid, equivalent to "\[z-a\]" + if (inClass) { + // split where the last [ was, make sure we don't have + // an invalid re. if so, re-walk the contents of the + // would-be class to re-translate any characters that + // were passed through as-is + // TODO: It would probably be faster to determine this + // without a try/catch and a new RegExp, but it's tricky + // to do safely. For now, this is safe and works. + var cs = pattern.substring(classStart + 1, i) + try { + RegExp('[' + cs + ']') + } catch (er) { + // not a valid class! + var sp = this.parse(cs, SUBPARSE) + re = re.substr(0, reClassStart) + '\\[' + sp[0] + '\\]' + hasMagic = hasMagic || sp[1] + inClass = false + continue + } + } + + // finish up the class. + hasMagic = true + inClass = false + re += c + continue + + default: + // swallow any state char that wasn't consumed + clearStateChar() + + if (escaping) { + // no need + escaping = false + } else if (reSpecials[c] + && !(c === '^' && inClass)) { + re += '\\' + } + + re += c + + } // switch + } // for + + // handle the case where we left a class open. + // "[abc" is valid, equivalent to "\[abc" + if (inClass) { + // split where the last [ was, and escape it + // this is a huge pita. We now have to re-walk + // the contents of the would-be class to re-translate + // any characters that were passed through as-is + cs = pattern.substr(classStart + 1) + sp = this.parse(cs, SUBPARSE) + re = re.substr(0, reClassStart) + '\\[' + sp[0] + hasMagic = hasMagic || sp[1] + } + + // handle the case where we had a +( thing at the *end* + // of the pattern. + // each pattern list stack adds 3 chars, and we need to go through + // and escape any | chars that were passed through as-is for the regexp. + // Go through and escape them, taking care not to double-escape any + // | chars that were already escaped. + for (pl = patternListStack.pop(); pl; pl = patternListStack.pop()) { + var tail = re.slice(pl.reStart + pl.open.length) + this.debug('setting tail', re, pl) + // maybe some even number of \, then maybe 1 \, followed by a | + tail = tail.replace(/((?:\\{2}){0,64})(\\?)\|/g, function (_, $1, $2) { + if (!$2) { + // the | isn't already escaped, so escape it. + $2 = '\\' + } + + // need to escape all those slashes *again*, without escaping the + // one that we need for escaping the | character. As it works out, + // escaping an even number of slashes can be done by simply repeating + // it exactly after itself. That's why this trick works. + // + // I am sorry that you have to see this. + return $1 + $1 + $2 + '|' + }) + + this.debug('tail=%j\n %s', tail, tail, pl, re) + var t = pl.type === '*' ? star + : pl.type === '?' ? qmark + : '\\' + pl.type + + hasMagic = true + re = re.slice(0, pl.reStart) + t + '\\(' + tail + } + + // handle trailing things that only matter at the very end. + clearStateChar() + if (escaping) { + // trailing \\ + re += '\\\\' + } + + // only need to apply the nodot start if the re starts with + // something that could conceivably capture a dot + var addPatternStart = false + switch (re.charAt(0)) { + case '.': + case '[': + case '(': addPatternStart = true + } + + // Hack to work around lack of negative lookbehind in JS + // A pattern like: *.!(x).!(y|z) needs to ensure that a name + // like 'a.xyz.yz' doesn't match. So, the first negative + // lookahead, has to look ALL the way ahead, to the end of + // the pattern. + for (var n = negativeLists.length - 1; n > -1; n--) { + var nl = negativeLists[n] + + var nlBefore = re.slice(0, nl.reStart) + var nlFirst = re.slice(nl.reStart, nl.reEnd - 8) + var nlLast = re.slice(nl.reEnd - 8, nl.reEnd) + var nlAfter = re.slice(nl.reEnd) + + nlLast += nlAfter + + // Handle nested stuff like *(*.js|!(*.json)), where open parens + // mean that we should *not* include the ) in the bit that is considered + // "after" the negated section. + var openParensBefore = nlBefore.split('(').length - 1 + var cleanAfter = nlAfter + for (i = 0; i < openParensBefore; i++) { + cleanAfter = cleanAfter.replace(/\)[+*?]?/, '') + } + nlAfter = cleanAfter + + var dollar = '' + if (nlAfter === '' && isSub !== SUBPARSE) { + dollar = '$' + } + var newRe = nlBefore + nlFirst + nlAfter + dollar + nlLast + re = newRe + } + + // if the re is not "" at this point, then we need to make sure + // it doesn't match against an empty path part. + // Otherwise a/* will match a/, which it should not. + if (re !== '' && hasMagic) { + re = '(?=.)' + re + } + + if (addPatternStart) { + re = patternStart + re + } + + // parsing just a piece of a larger pattern. + if (isSub === SUBPARSE) { + return [re, hasMagic] + } + + // skip the regexp for non-magical patterns + // unescape anything in it, though, so that it'll be + // an exact match against a file etc. + if (!hasMagic) { + return globUnescape(pattern) + } + + var flags = options.nocase ? 'i' : '' + try { + var regExp = new RegExp('^' + re + '$', flags) + } catch (er) { + // If it was an invalid regular expression, then it can't match + // anything. This trick looks for a character after the end of + // the string, which is of course impossible, except in multi-line + // mode, but it's not a /m regex. + return new RegExp('$.') + } + + regExp._glob = pattern + regExp._src = re + + return regExp +} + +minimatch.makeRe = function (pattern, options) { + return new Minimatch(pattern, options || {}).makeRe() +} + +Minimatch.prototype.makeRe = makeRe +function makeRe () { + if (this.regexp || this.regexp === false) return this.regexp + + // at this point, this.set is a 2d array of partial + // pattern strings, or "**". + // + // It's better to use .match(). This function shouldn't + // be used, really, but it's pretty convenient sometimes, + // when you just want to work with a regex. + var set = this.set + + if (!set.length) { + this.regexp = false + return this.regexp + } + var options = this.options + + var twoStar = options.noglobstar ? star + : options.dot ? twoStarDot + : twoStarNoDot + var flags = options.nocase ? 'i' : '' + + var re = set.map(function (pattern) { + return pattern.map(function (p) { + return (p === GLOBSTAR) ? twoStar + : (typeof p === 'string') ? regExpEscape(p) + : p._src + }).join('\\\/') + }).join('|') + + // must match entire pattern + // ending in a * or ** will make it less strict. + re = '^(?:' + re + ')$' + + // can match anything, as long as it's not this. + if (this.negate) re = '^(?!' + re + ').*$' + + try { + this.regexp = new RegExp(re, flags) + } catch (ex) { + this.regexp = false + } + return this.regexp +} + +minimatch.match = function (list, pattern, options) { + options = options || {} + var mm = new Minimatch(pattern, options) + list = list.filter(function (f) { + return mm.match(f) + }) + if (mm.options.nonull && !list.length) { + list.push(pattern) + } + return list +} + +Minimatch.prototype.match = match +function match (f, partial) { + this.debug('match', f, this.pattern) + // short-circuit in the case of busted things. + // comments, etc. + if (this.comment) return false + if (this.empty) return f === '' + + if (f === '/' && partial) return true + + var options = this.options + + // windows: need to use /, not \ + if (path.sep !== '/') { + f = f.split(path.sep).join('/') + } + + // treat the test path as a set of pathparts. + f = f.split(slashSplit) + this.debug(this.pattern, 'split', f) + + // just ONE of the pattern sets in this.set needs to match + // in order for it to be valid. If negating, then just one + // match means that we have failed. + // Either way, return on the first hit. + + var set = this.set + this.debug(this.pattern, 'set', set) + + // Find the basename of the path by looking for the last non-empty segment + var filename + var i + for (i = f.length - 1; i >= 0; i--) { + filename = f[i] + if (filename) break + } + + for (i = 0; i < set.length; i++) { + var pattern = set[i] + var file = f + if (options.matchBase && pattern.length === 1) { + file = [filename] + } + var hit = this.matchOne(file, pattern, partial) + if (hit) { + if (options.flipNegate) return true + return !this.negate + } + } + + // didn't get any hits. this is success if it's a negative + // pattern, failure otherwise. + if (options.flipNegate) return false + return this.negate +} + +// set partial to true to test if, for example, +// "/a/b" matches the start of "/*/b/*/d" +// Partial means, if you run out of file before you run +// out of pattern, then that's fine, as long as all +// the parts match. +Minimatch.prototype.matchOne = function (file, pattern, partial) { + var options = this.options + + this.debug('matchOne', + { 'this': this, file: file, pattern: pattern }) + + this.debug('matchOne', file.length, pattern.length) + + for (var fi = 0, + pi = 0, + fl = file.length, + pl = pattern.length + ; (fi < fl) && (pi < pl) + ; fi++, pi++) { + this.debug('matchOne loop') + var p = pattern[pi] + var f = file[fi] + + this.debug(pattern, p, f) + + // should be impossible. + // some invalid regexp stuff in the set. + if (p === false) return false + + if (p === GLOBSTAR) { + this.debug('GLOBSTAR', [pattern, p, f]) + + // "**" + // a/**/b/**/c would match the following: + // a/b/x/y/z/c + // a/x/y/z/b/c + // a/b/x/b/x/c + // a/b/c + // To do this, take the rest of the pattern after + // the **, and see if it would match the file remainder. + // If so, return success. + // If not, the ** "swallows" a segment, and try again. + // This is recursively awful. + // + // a/**/b/**/c matching a/b/x/y/z/c + // - a matches a + // - doublestar + // - matchOne(b/x/y/z/c, b/**/c) + // - b matches b + // - doublestar + // - matchOne(x/y/z/c, c) -> no + // - matchOne(y/z/c, c) -> no + // - matchOne(z/c, c) -> no + // - matchOne(c, c) yes, hit + var fr = fi + var pr = pi + 1 + if (pr === pl) { + this.debug('** at the end') + // a ** at the end will just swallow the rest. + // We have found a match. + // however, it will not swallow /.x, unless + // options.dot is set. + // . and .. are *never* matched by **, for explosively + // exponential reasons. + for (; fi < fl; fi++) { + if (file[fi] === '.' || file[fi] === '..' || + (!options.dot && file[fi].charAt(0) === '.')) return false + } + return true + } + + // ok, let's see if we can swallow whatever we can. + while (fr < fl) { + var swallowee = file[fr] + + this.debug('\nglobstar while', file, fr, pattern, pr, swallowee) + + // XXX remove this slice. Just pass the start index. + if (this.matchOne(file.slice(fr), pattern.slice(pr), partial)) { + this.debug('globstar found match!', fr, fl, swallowee) + // found a match. + return true + } else { + // can't swallow "." or ".." ever. + // can only swallow ".foo" when explicitly asked. + if (swallowee === '.' || swallowee === '..' || + (!options.dot && swallowee.charAt(0) === '.')) { + this.debug('dot detected!', file, fr, pattern, pr) + break + } + + // ** swallows a segment, and continue. + this.debug('globstar swallow a segment, and continue') + fr++ + } + } + + // no match was found. + // However, in partial mode, we can't say this is necessarily over. + // If there's more *pattern* left, then + if (partial) { + // ran out of file + this.debug('\n>>> no match, partial?', file, fr, pattern, pr) + if (fr === fl) return true + } + return false + } + + // something other than ** + // non-magic patterns just have to match exactly + // patterns with magic have been turned into regexps. + var hit + if (typeof p === 'string') { + if (options.nocase) { + hit = f.toLowerCase() === p.toLowerCase() + } else { + hit = f === p + } + this.debug('string match', p, f, hit) + } else { + hit = f.match(p) + this.debug('pattern match', p, f, hit) + } + + if (!hit) return false + } + + // Note: ending in / means that we'll get a final "" + // at the end of the pattern. This can only match a + // corresponding "" at the end of the file. + // If the file ends in /, then it can only match a + // a pattern that ends in /, unless the pattern just + // doesn't have any more for it. But, a/b/ should *not* + // match "a/b/*", even though "" matches against the + // [^/]*? pattern, except in partial mode, where it might + // simply not be reached yet. + // However, a/b/ should still satisfy a/* + + // now either we fell off the end of the pattern, or we're done. + if (fi === fl && pi === pl) { + // ran out of pattern and filename at the same time. + // an exact hit! + return true + } else if (fi === fl) { + // ran out of file, but still had pattern left. + // this is ok if we're doing the match as part of + // a glob fs traversal. + return partial + } else if (pi === pl) { + // ran out of pattern, still have file left. + // this is only acceptable if we're on the very last + // empty segment of a file with a trailing slash. + // a/* should match a/b/ + var emptyFileEnd = (fi === fl - 1) && (file[fi] === '') + return emptyFileEnd + } + + // should be unreachable. + throw new Error('wtf?') +} + +// replace stuff like \* with * +function globUnescape (s) { + return s.replace(/\\(.)/g, '$1') +} + +function regExpEscape (s) { + return s.replace(/[-[\]{}()*+?.,\\^$|#\s]/g, '\\$&') +} + +},{"brace-expansion":11,"path":22}],21:[function(require,module,exports){ +var wrappy = require('wrappy') +module.exports = wrappy(once) +module.exports.strict = wrappy(onceStrict) + +once.proto = once(function () { + Object.defineProperty(Function.prototype, 'once', { + value: function () { + return once(this) + }, + configurable: true + }) + + Object.defineProperty(Function.prototype, 'onceStrict', { + value: function () { + return onceStrict(this) + }, + configurable: true + }) +}) + +function once (fn) { + var f = function () { + if (f.called) return f.value + f.called = true + return f.value = fn.apply(this, arguments) + } + f.called = false + return f +} + +function onceStrict (fn) { + var f = function () { + if (f.called) + throw new Error(f.onceError) + f.called = true + return f.value = fn.apply(this, arguments) + } + var name = fn.name || 'Function wrapped with `once`' + f.onceError = name + " shouldn't be called more than once" + f.called = false + return f +} + +},{"wrappy":29}],22:[function(require,module,exports){ +(function (process){ +// Copyright Joyent, Inc. and other Node contributors. +// +// Permission is hereby granted, free of charge, to any person obtaining a +// copy of this software and associated documentation files (the +// "Software"), to deal in the Software without restriction, including +// without limitation the rights to use, copy, modify, merge, publish, +// distribute, sublicense, and/or sell copies of the Software, and to permit +// persons to whom the Software is furnished to do so, subject to the +// following conditions: +// +// The above copyright notice and this permission notice shall be included +// in all copies or substantial portions of the Software. +// +// THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS +// OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF +// MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN +// NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, +// DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR +// OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE +// USE OR OTHER DEALINGS IN THE SOFTWARE. + +// resolves . and .. elements in a path array with directory names there +// must be no slashes, empty elements, or device names (c:\) in the array +// (so also no leading and trailing slashes - it does not distinguish +// relative and absolute paths) +function normalizeArray(parts, allowAboveRoot) { + // if the path tries to go above the root, `up` ends up > 0 + var up = 0; + for (var i = parts.length - 1; i >= 0; i--) { + var last = parts[i]; + if (last === '.') { + parts.splice(i, 1); + } else if (last === '..') { + parts.splice(i, 1); + up++; + } else if (up) { + parts.splice(i, 1); + up--; + } + } + + // if the path is allowed to go above the root, restore leading ..s + if (allowAboveRoot) { + for (; up--; up) { + parts.unshift('..'); + } + } + + return parts; +} + +// Split a filename into [root, dir, basename, ext], unix version +// 'root' is just a slash, or nothing. +var splitPathRe = + /^(\/?|)([\s\S]*?)((?:\.{1,2}|[^\/]+?|)(\.[^.\/]*|))(?:[\/]*)$/; +var splitPath = function(filename) { + return splitPathRe.exec(filename).slice(1); +}; + +// path.resolve([from ...], to) +// posix version +exports.resolve = function() { + var resolvedPath = '', + resolvedAbsolute = false; + + for (var i = arguments.length - 1; i >= -1 && !resolvedAbsolute; i--) { + var path = (i >= 0) ? arguments[i] : process.cwd(); + + // Skip empty and invalid entries + if (typeof path !== 'string') { + throw new TypeError('Arguments to path.resolve must be strings'); + } else if (!path) { + continue; + } + + resolvedPath = path + '/' + resolvedPath; + resolvedAbsolute = path.charAt(0) === '/'; + } + + // At this point the path should be resolved to a full absolute path, but + // handle relative paths to be safe (might happen when process.cwd() fails) + + // Normalize the path + resolvedPath = normalizeArray(filter(resolvedPath.split('/'), function(p) { + return !!p; + }), !resolvedAbsolute).join('/'); + + return ((resolvedAbsolute ? '/' : '') + resolvedPath) || '.'; +}; + +// path.normalize(path) +// posix version +exports.normalize = function(path) { + var isAbsolute = exports.isAbsolute(path), + trailingSlash = substr(path, -1) === '/'; + + // Normalize the path + path = normalizeArray(filter(path.split('/'), function(p) { + return !!p; + }), !isAbsolute).join('/'); + + if (!path && !isAbsolute) { + path = '.'; + } + if (path && trailingSlash) { + path += '/'; + } + + return (isAbsolute ? '/' : '') + path; +}; + +// posix version +exports.isAbsolute = function(path) { + return path.charAt(0) === '/'; +}; + +// posix version +exports.join = function() { + var paths = Array.prototype.slice.call(arguments, 0); + return exports.normalize(filter(paths, function(p, index) { + if (typeof p !== 'string') { + throw new TypeError('Arguments to path.join must be strings'); + } + return p; + }).join('/')); +}; + + +// path.relative(from, to) +// posix version +exports.relative = function(from, to) { + from = exports.resolve(from).substr(1); + to = exports.resolve(to).substr(1); + + function trim(arr) { + var start = 0; + for (; start < arr.length; start++) { + if (arr[start] !== '') break; + } + + var end = arr.length - 1; + for (; end >= 0; end--) { + if (arr[end] !== '') break; + } + + if (start > end) return []; + return arr.slice(start, end - start + 1); + } + + var fromParts = trim(from.split('/')); + var toParts = trim(to.split('/')); + + var length = Math.min(fromParts.length, toParts.length); + var samePartsLength = length; + for (var i = 0; i < length; i++) { + if (fromParts[i] !== toParts[i]) { + samePartsLength = i; + break; + } + } + + var outputParts = []; + for (var i = samePartsLength; i < fromParts.length; i++) { + outputParts.push('..'); + } + + outputParts = outputParts.concat(toParts.slice(samePartsLength)); + + return outputParts.join('/'); +}; + +exports.sep = '/'; +exports.delimiter = ':'; + +exports.dirname = function(path) { + var result = splitPath(path), + root = result[0], + dir = result[1]; + + if (!root && !dir) { + // No dirname whatsoever + return '.'; + } + + if (dir) { + // It has a dirname, strip trailing slash + dir = dir.substr(0, dir.length - 1); + } + + return root + dir; +}; + + +exports.basename = function(path, ext) { + var f = splitPath(path)[2]; + // TODO: make this comparison case-insensitive on windows? + if (ext && f.substr(-1 * ext.length) === ext) { + f = f.substr(0, f.length - ext.length); + } + return f; +}; + + +exports.extname = function(path) { + return splitPath(path)[3]; +}; + +function filter (xs, f) { + if (xs.filter) return xs.filter(f); + var res = []; + for (var i = 0; i < xs.length; i++) { + if (f(xs[i], i, xs)) res.push(xs[i]); + } + return res; +} + +// String.prototype.substr - negative index don't work in IE8 +var substr = 'ab'.substr(-1) === 'b' + ? function (str, start, len) { return str.substr(start, len) } + : function (str, start, len) { + if (start < 0) start = str.length + start; + return str.substr(start, len); + } +; + +}).call(this,require('_process')) +},{"_process":24}],23:[function(require,module,exports){ +(function (process){ +'use strict'; + +function posix(path) { + return path.charAt(0) === '/'; +} + +function win32(path) { + // https://github.com/nodejs/node/blob/b3fcc245fb25539909ef1d5eaa01dbf92e168633/lib/path.js#L56 + var splitDeviceRe = /^([a-zA-Z]:|[\\\/]{2}[^\\\/]+[\\\/]+[^\\\/]+)?([\\\/])?([\s\S]*?)$/; + var result = splitDeviceRe.exec(path); + var device = result[1] || ''; + var isUnc = Boolean(device && device.charAt(1) !== ':'); + + // UNC paths are always absolute + return Boolean(result[2] || isUnc); +} + +module.exports = process.platform === 'win32' ? win32 : posix; +module.exports.posix = posix; +module.exports.win32 = win32; + +}).call(this,require('_process')) +},{"_process":24}],24:[function(require,module,exports){ +// shim for using process in browser +var process = module.exports = {}; + +// cached from whatever global is present so that test runners that stub it +// don't break things. But we need to wrap it in a try catch in case it is +// wrapped in strict mode code which doesn't define any globals. It's inside a +// function because try/catches deoptimize in certain engines. + +var cachedSetTimeout; +var cachedClearTimeout; + +function defaultSetTimout() { + throw new Error('setTimeout has not been defined'); +} +function defaultClearTimeout () { + throw new Error('clearTimeout has not been defined'); +} +(function () { + try { + if (typeof setTimeout === 'function') { + cachedSetTimeout = setTimeout; + } else { + cachedSetTimeout = defaultSetTimout; + } + } catch (e) { + cachedSetTimeout = defaultSetTimout; + } + try { + if (typeof clearTimeout === 'function') { + cachedClearTimeout = clearTimeout; + } else { + cachedClearTimeout = defaultClearTimeout; + } + } catch (e) { + cachedClearTimeout = defaultClearTimeout; + } +} ()) +function runTimeout(fun) { + if (cachedSetTimeout === setTimeout) { + //normal enviroments in sane situations + return setTimeout(fun, 0); + } + // if setTimeout wasn't available but was latter defined + if ((cachedSetTimeout === defaultSetTimout || !cachedSetTimeout) && setTimeout) { + cachedSetTimeout = setTimeout; + return setTimeout(fun, 0); + } + try { + // when when somebody has screwed with setTimeout but no I.E. maddness + return cachedSetTimeout(fun, 0); + } catch(e){ + try { + // When we are in I.E. but the script has been evaled so I.E. doesn't trust the global object when called normally + return cachedSetTimeout.call(null, fun, 0); + } catch(e){ + // same as above but when it's a version of I.E. that must have the global object for 'this', hopfully our context correct otherwise it will throw a global error + return cachedSetTimeout.call(this, fun, 0); + } + } + + +} +function runClearTimeout(marker) { + if (cachedClearTimeout === clearTimeout) { + //normal enviroments in sane situations + return clearTimeout(marker); + } + // if clearTimeout wasn't available but was latter defined + if ((cachedClearTimeout === defaultClearTimeout || !cachedClearTimeout) && clearTimeout) { + cachedClearTimeout = clearTimeout; + return clearTimeout(marker); + } + try { + // when when somebody has screwed with setTimeout but no I.E. maddness + return cachedClearTimeout(marker); + } catch (e){ + try { + // When we are in I.E. but the script has been evaled so I.E. doesn't trust the global object when called normally + return cachedClearTimeout.call(null, marker); + } catch (e){ + // same as above but when it's a version of I.E. that must have the global object for 'this', hopfully our context correct otherwise it will throw a global error. + // Some versions of I.E. have different rules for clearTimeout vs setTimeout + return cachedClearTimeout.call(this, marker); + } + } + + + +} +var queue = []; +var draining = false; +var currentQueue; +var queueIndex = -1; + +function cleanUpNextTick() { + if (!draining || !currentQueue) { + return; + } + draining = false; + if (currentQueue.length) { + queue = currentQueue.concat(queue); + } else { + queueIndex = -1; + } + if (queue.length) { + drainQueue(); + } +} + +function drainQueue() { + if (draining) { + return; + } + var timeout = runTimeout(cleanUpNextTick); + draining = true; + + var len = queue.length; + while(len) { + currentQueue = queue; + queue = []; + while (++queueIndex < len) { + if (currentQueue) { + currentQueue[queueIndex].run(); + } + } + queueIndex = -1; + len = queue.length; + } + currentQueue = null; + draining = false; + runClearTimeout(timeout); +} + +process.nextTick = function (fun) { + var args = new Array(arguments.length - 1); + if (arguments.length > 1) { + for (var i = 1; i < arguments.length; i++) { + args[i - 1] = arguments[i]; + } + } + queue.push(new Item(fun, args)); + if (queue.length === 1 && !draining) { + runTimeout(drainQueue); + } +}; + +// v8 likes predictible objects +function Item(fun, array) { + this.fun = fun; + this.array = array; +} +Item.prototype.run = function () { + this.fun.apply(null, this.array); +}; +process.title = 'browser'; +process.browser = true; +process.env = {}; +process.argv = []; +process.version = ''; // empty string to avoid regexp issues +process.versions = {}; + +function noop() {} + +process.on = noop; +process.addListener = noop; +process.once = noop; +process.off = noop; +process.removeListener = noop; +process.removeAllListeners = noop; +process.emit = noop; +process.prependListener = noop; +process.prependOnceListener = noop; + +process.listeners = function (name) { return [] } + +process.binding = function (name) { + throw new Error('process.binding is not supported'); +}; + +process.cwd = function () { return '/' }; +process.chdir = function (dir) { + throw new Error('process.chdir is not supported'); +}; +process.umask = function() { return 0; }; + +},{}],25:[function(require,module,exports){ +// Underscore.js 1.8.3 +// http://underscorejs.org +// (c) 2009-2015 Jeremy Ashkenas, DocumentCloud and Investigative Reporters & Editors +// Underscore may be freely distributed under the MIT license. + +(function() { + + // Baseline setup + // -------------- + + // Establish the root object, `window` in the browser, or `exports` on the server. + var root = this; + + // Save the previous value of the `_` variable. + var previousUnderscore = root._; + + // Save bytes in the minified (but not gzipped) version: + var ArrayProto = Array.prototype, ObjProto = Object.prototype, FuncProto = Function.prototype; + + // Create quick reference variables for speed access to core prototypes. + var + push = ArrayProto.push, + slice = ArrayProto.slice, + toString = ObjProto.toString, + hasOwnProperty = ObjProto.hasOwnProperty; + + // All **ECMAScript 5** native function implementations that we hope to use + // are declared here. + var + nativeIsArray = Array.isArray, + nativeKeys = Object.keys, + nativeBind = FuncProto.bind, + nativeCreate = Object.create; + + // Naked function reference for surrogate-prototype-swapping. + var Ctor = function(){}; + + // Create a safe reference to the Underscore object for use below. + var _ = function(obj) { + if (obj instanceof _) return obj; + if (!(this instanceof _)) return new _(obj); + this._wrapped = obj; + }; + + // Export the Underscore object for **Node.js**, with + // backwards-compatibility for the old `require()` API. If we're in + // the browser, add `_` as a global object. + if (typeof exports !== 'undefined') { + if (typeof module !== 'undefined' && module.exports) { + exports = module.exports = _; + } + exports._ = _; + } else { + root._ = _; + } + + // Current version. + _.VERSION = '1.8.3'; + + // Internal function that returns an efficient (for current engines) version + // of the passed-in callback, to be repeatedly applied in other Underscore + // functions. + var optimizeCb = function(func, context, argCount) { + if (context === void 0) return func; + switch (argCount == null ? 3 : argCount) { + case 1: return function(value) { + return func.call(context, value); + }; + case 2: return function(value, other) { + return func.call(context, value, other); + }; + case 3: return function(value, index, collection) { + return func.call(context, value, index, collection); + }; + case 4: return function(accumulator, value, index, collection) { + return func.call(context, accumulator, value, index, collection); + }; + } + return function() { + return func.apply(context, arguments); + }; + }; + + // A mostly-internal function to generate callbacks that can be applied + // to each element in a collection, returning the desired result — either + // identity, an arbitrary callback, a property matcher, or a property accessor. + var cb = function(value, context, argCount) { + if (value == null) return _.identity; + if (_.isFunction(value)) return optimizeCb(value, context, argCount); + if (_.isObject(value)) return _.matcher(value); + return _.property(value); + }; + _.iteratee = function(value, context) { + return cb(value, context, Infinity); + }; + + // An internal function for creating assigner functions. + var createAssigner = function(keysFunc, undefinedOnly) { + return function(obj) { + var length = arguments.length; + if (length < 2 || obj == null) return obj; + for (var index = 1; index < length; index++) { + var source = arguments[index], + keys = keysFunc(source), + l = keys.length; + for (var i = 0; i < l; i++) { + var key = keys[i]; + if (!undefinedOnly || obj[key] === void 0) obj[key] = source[key]; + } + } + return obj; + }; + }; + + // An internal function for creating a new object that inherits from another. + var baseCreate = function(prototype) { + if (!_.isObject(prototype)) return {}; + if (nativeCreate) return nativeCreate(prototype); + Ctor.prototype = prototype; + var result = new Ctor; + Ctor.prototype = null; + return result; + }; + + var property = function(key) { + return function(obj) { + return obj == null ? void 0 : obj[key]; + }; + }; + + // Helper for collection methods to determine whether a collection + // should be iterated as an array or as an object + // Related: http://people.mozilla.org/~jorendorff/es6-draft.html#sec-tolength + // Avoids a very nasty iOS 8 JIT bug on ARM-64. #2094 + var MAX_ARRAY_INDEX = Math.pow(2, 53) - 1; + var getLength = property('length'); + var isArrayLike = function(collection) { + var length = getLength(collection); + return typeof length == 'number' && length >= 0 && length <= MAX_ARRAY_INDEX; + }; + + // Collection Functions + // -------------------- + + // The cornerstone, an `each` implementation, aka `forEach`. + // Handles raw objects in addition to array-likes. Treats all + // sparse array-likes as if they were dense. + _.each = _.forEach = function(obj, iteratee, context) { + iteratee = optimizeCb(iteratee, context); + var i, length; + if (isArrayLike(obj)) { + for (i = 0, length = obj.length; i < length; i++) { + iteratee(obj[i], i, obj); + } + } else { + var keys = _.keys(obj); + for (i = 0, length = keys.length; i < length; i++) { + iteratee(obj[keys[i]], keys[i], obj); + } + } + return obj; + }; + + // Return the results of applying the iteratee to each element. + _.map = _.collect = function(obj, iteratee, context) { + iteratee = cb(iteratee, context); + var keys = !isArrayLike(obj) && _.keys(obj), + length = (keys || obj).length, + results = Array(length); + for (var index = 0; index < length; index++) { + var currentKey = keys ? keys[index] : index; + results[index] = iteratee(obj[currentKey], currentKey, obj); + } + return results; + }; + + // Create a reducing function iterating left or right. + function createReduce(dir) { + // Optimized iterator function as using arguments.length + // in the main function will deoptimize the, see #1991. + function iterator(obj, iteratee, memo, keys, index, length) { + for (; index >= 0 && index < length; index += dir) { + var currentKey = keys ? keys[index] : index; + memo = iteratee(memo, obj[currentKey], currentKey, obj); + } + return memo; + } + + return function(obj, iteratee, memo, context) { + iteratee = optimizeCb(iteratee, context, 4); + var keys = !isArrayLike(obj) && _.keys(obj), + length = (keys || obj).length, + index = dir > 0 ? 0 : length - 1; + // Determine the initial value if none is provided. + if (arguments.length < 3) { + memo = obj[keys ? keys[index] : index]; + index += dir; + } + return iterator(obj, iteratee, memo, keys, index, length); + }; + } + + // **Reduce** builds up a single result from a list of values, aka `inject`, + // or `foldl`. + _.reduce = _.foldl = _.inject = createReduce(1); + + // The right-associative version of reduce, also known as `foldr`. + _.reduceRight = _.foldr = createReduce(-1); + + // Return the first value which passes a truth test. Aliased as `detect`. + _.find = _.detect = function(obj, predicate, context) { + var key; + if (isArrayLike(obj)) { + key = _.findIndex(obj, predicate, context); + } else { + key = _.findKey(obj, predicate, context); + } + if (key !== void 0 && key !== -1) return obj[key]; + }; + + // Return all the elements that pass a truth test. + // Aliased as `select`. + _.filter = _.select = function(obj, predicate, context) { + var results = []; + predicate = cb(predicate, context); + _.each(obj, function(value, index, list) { + if (predicate(value, index, list)) results.push(value); + }); + return results; + }; + + // Return all the elements for which a truth test fails. + _.reject = function(obj, predicate, context) { + return _.filter(obj, _.negate(cb(predicate)), context); + }; + + // Determine whether all of the elements match a truth test. + // Aliased as `all`. + _.every = _.all = function(obj, predicate, context) { + predicate = cb(predicate, context); + var keys = !isArrayLike(obj) && _.keys(obj), + length = (keys || obj).length; + for (var index = 0; index < length; index++) { + var currentKey = keys ? keys[index] : index; + if (!predicate(obj[currentKey], currentKey, obj)) return false; + } + return true; + }; + + // Determine if at least one element in the object matches a truth test. + // Aliased as `any`. + _.some = _.any = function(obj, predicate, context) { + predicate = cb(predicate, context); + var keys = !isArrayLike(obj) && _.keys(obj), + length = (keys || obj).length; + for (var index = 0; index < length; index++) { + var currentKey = keys ? keys[index] : index; + if (predicate(obj[currentKey], currentKey, obj)) return true; + } + return false; + }; + + // Determine if the array or object contains a given item (using `===`). + // Aliased as `includes` and `include`. + _.contains = _.includes = _.include = function(obj, item, fromIndex, guard) { + if (!isArrayLike(obj)) obj = _.values(obj); + if (typeof fromIndex != 'number' || guard) fromIndex = 0; + return _.indexOf(obj, item, fromIndex) >= 0; + }; + + // Invoke a method (with arguments) on every item in a collection. + _.invoke = function(obj, method) { + var args = slice.call(arguments, 2); + var isFunc = _.isFunction(method); + return _.map(obj, function(value) { + var func = isFunc ? method : value[method]; + return func == null ? func : func.apply(value, args); + }); + }; + + // Convenience version of a common use case of `map`: fetching a property. + _.pluck = function(obj, key) { + return _.map(obj, _.property(key)); + }; + + // Convenience version of a common use case of `filter`: selecting only objects + // containing specific `key:value` pairs. + _.where = function(obj, attrs) { + return _.filter(obj, _.matcher(attrs)); + }; + + // Convenience version of a common use case of `find`: getting the first object + // containing specific `key:value` pairs. + _.findWhere = function(obj, attrs) { + return _.find(obj, _.matcher(attrs)); + }; + + // Return the maximum element (or element-based computation). + _.max = function(obj, iteratee, context) { + var result = -Infinity, lastComputed = -Infinity, + value, computed; + if (iteratee == null && obj != null) { + obj = isArrayLike(obj) ? obj : _.values(obj); + for (var i = 0, length = obj.length; i < length; i++) { + value = obj[i]; + if (value > result) { + result = value; + } + } + } else { + iteratee = cb(iteratee, context); + _.each(obj, function(value, index, list) { + computed = iteratee(value, index, list); + if (computed > lastComputed || computed === -Infinity && result === -Infinity) { + result = value; + lastComputed = computed; + } + }); + } + return result; + }; + + // Return the minimum element (or element-based computation). + _.min = function(obj, iteratee, context) { + var result = Infinity, lastComputed = Infinity, + value, computed; + if (iteratee == null && obj != null) { + obj = isArrayLike(obj) ? obj : _.values(obj); + for (var i = 0, length = obj.length; i < length; i++) { + value = obj[i]; + if (value < result) { + result = value; + } + } + } else { + iteratee = cb(iteratee, context); + _.each(obj, function(value, index, list) { + computed = iteratee(value, index, list); + if (computed < lastComputed || computed === Infinity && result === Infinity) { + result = value; + lastComputed = computed; + } + }); + } + return result; + }; + + // Shuffle a collection, using the modern version of the + // [Fisher-Yates shuffle](http://en.wikipedia.org/wiki/Fisher–Yates_shuffle). + _.shuffle = function(obj) { + var set = isArrayLike(obj) ? obj : _.values(obj); + var length = set.length; + var shuffled = Array(length); + for (var index = 0, rand; index < length; index++) { + rand = _.random(0, index); + if (rand !== index) shuffled[index] = shuffled[rand]; + shuffled[rand] = set[index]; + } + return shuffled; + }; + + // Sample **n** random values from a collection. + // If **n** is not specified, returns a single random element. + // The internal `guard` argument allows it to work with `map`. + _.sample = function(obj, n, guard) { + if (n == null || guard) { + if (!isArrayLike(obj)) obj = _.values(obj); + return obj[_.random(obj.length - 1)]; + } + return _.shuffle(obj).slice(0, Math.max(0, n)); + }; + + // Sort the object's values by a criterion produced by an iteratee. + _.sortBy = function(obj, iteratee, context) { + iteratee = cb(iteratee, context); + return _.pluck(_.map(obj, function(value, index, list) { + return { + value: value, + index: index, + criteria: iteratee(value, index, list) + }; + }).sort(function(left, right) { + var a = left.criteria; + var b = right.criteria; + if (a !== b) { + if (a > b || a === void 0) return 1; + if (a < b || b === void 0) return -1; + } + return left.index - right.index; + }), 'value'); + }; + + // An internal function used for aggregate "group by" operations. + var group = function(behavior) { + return function(obj, iteratee, context) { + var result = {}; + iteratee = cb(iteratee, context); + _.each(obj, function(value, index) { + var key = iteratee(value, index, obj); + behavior(result, value, key); + }); + return result; + }; + }; + + // Groups the object's values by a criterion. Pass either a string attribute + // to group by, or a function that returns the criterion. + _.groupBy = group(function(result, value, key) { + if (_.has(result, key)) result[key].push(value); else result[key] = [value]; + }); + + // Indexes the object's values by a criterion, similar to `groupBy`, but for + // when you know that your index values will be unique. + _.indexBy = group(function(result, value, key) { + result[key] = value; + }); + + // Counts instances of an object that group by a certain criterion. Pass + // either a string attribute to count by, or a function that returns the + // criterion. + _.countBy = group(function(result, value, key) { + if (_.has(result, key)) result[key]++; else result[key] = 1; + }); + + // Safely create a real, live array from anything iterable. + _.toArray = function(obj) { + if (!obj) return []; + if (_.isArray(obj)) return slice.call(obj); + if (isArrayLike(obj)) return _.map(obj, _.identity); + return _.values(obj); + }; + + // Return the number of elements in an object. + _.size = function(obj) { + if (obj == null) return 0; + return isArrayLike(obj) ? obj.length : _.keys(obj).length; + }; + + // Split a collection into two arrays: one whose elements all satisfy the given + // predicate, and one whose elements all do not satisfy the predicate. + _.partition = function(obj, predicate, context) { + predicate = cb(predicate, context); + var pass = [], fail = []; + _.each(obj, function(value, key, obj) { + (predicate(value, key, obj) ? pass : fail).push(value); + }); + return [pass, fail]; + }; + + // Array Functions + // --------------- + + // Get the first element of an array. Passing **n** will return the first N + // values in the array. Aliased as `head` and `take`. The **guard** check + // allows it to work with `_.map`. + _.first = _.head = _.take = function(array, n, guard) { + if (array == null) return void 0; + if (n == null || guard) return array[0]; + return _.initial(array, array.length - n); + }; + + // Returns everything but the last entry of the array. Especially useful on + // the arguments object. Passing **n** will return all the values in + // the array, excluding the last N. + _.initial = function(array, n, guard) { + return slice.call(array, 0, Math.max(0, array.length - (n == null || guard ? 1 : n))); + }; + + // Get the last element of an array. Passing **n** will return the last N + // values in the array. + _.last = function(array, n, guard) { + if (array == null) return void 0; + if (n == null || guard) return array[array.length - 1]; + return _.rest(array, Math.max(0, array.length - n)); + }; + + // Returns everything but the first entry of the array. Aliased as `tail` and `drop`. + // Especially useful on the arguments object. Passing an **n** will return + // the rest N values in the array. + _.rest = _.tail = _.drop = function(array, n, guard) { + return slice.call(array, n == null || guard ? 1 : n); + }; + + // Trim out all falsy values from an array. + _.compact = function(array) { + return _.filter(array, _.identity); + }; + + // Internal implementation of a recursive `flatten` function. + var flatten = function(input, shallow, strict, startIndex) { + var output = [], idx = 0; + for (var i = startIndex || 0, length = getLength(input); i < length; i++) { + var value = input[i]; + if (isArrayLike(value) && (_.isArray(value) || _.isArguments(value))) { + //flatten current level of array or arguments object + if (!shallow) value = flatten(value, shallow, strict); + var j = 0, len = value.length; + output.length += len; + while (j < len) { + output[idx++] = value[j++]; + } + } else if (!strict) { + output[idx++] = value; + } + } + return output; + }; + + // Flatten out an array, either recursively (by default), or just one level. + _.flatten = function(array, shallow) { + return flatten(array, shallow, false); + }; + + // Return a version of the array that does not contain the specified value(s). + _.without = function(array) { + return _.difference(array, slice.call(arguments, 1)); + }; + + // Produce a duplicate-free version of the array. If the array has already + // been sorted, you have the option of using a faster algorithm. + // Aliased as `unique`. + _.uniq = _.unique = function(array, isSorted, iteratee, context) { + if (!_.isBoolean(isSorted)) { + context = iteratee; + iteratee = isSorted; + isSorted = false; + } + if (iteratee != null) iteratee = cb(iteratee, context); + var result = []; + var seen = []; + for (var i = 0, length = getLength(array); i < length; i++) { + var value = array[i], + computed = iteratee ? iteratee(value, i, array) : value; + if (isSorted) { + if (!i || seen !== computed) result.push(value); + seen = computed; + } else if (iteratee) { + if (!_.contains(seen, computed)) { + seen.push(computed); + result.push(value); + } + } else if (!_.contains(result, value)) { + result.push(value); + } + } + return result; + }; + + // Produce an array that contains the union: each distinct element from all of + // the passed-in arrays. + _.union = function() { + return _.uniq(flatten(arguments, true, true)); + }; + + // Produce an array that contains every item shared between all the + // passed-in arrays. + _.intersection = function(array) { + var result = []; + var argsLength = arguments.length; + for (var i = 0, length = getLength(array); i < length; i++) { + var item = array[i]; + if (_.contains(result, item)) continue; + for (var j = 1; j < argsLength; j++) { + if (!_.contains(arguments[j], item)) break; + } + if (j === argsLength) result.push(item); + } + return result; + }; + + // Take the difference between one array and a number of other arrays. + // Only the elements present in just the first array will remain. + _.difference = function(array) { + var rest = flatten(arguments, true, true, 1); + return _.filter(array, function(value){ + return !_.contains(rest, value); + }); + }; + + // Zip together multiple lists into a single array -- elements that share + // an index go together. + _.zip = function() { + return _.unzip(arguments); + }; + + // Complement of _.zip. Unzip accepts an array of arrays and groups + // each array's elements on shared indices + _.unzip = function(array) { + var length = array && _.max(array, getLength).length || 0; + var result = Array(length); + + for (var index = 0; index < length; index++) { + result[index] = _.pluck(array, index); + } + return result; + }; + + // Converts lists into objects. Pass either a single array of `[key, value]` + // pairs, or two parallel arrays of the same length -- one of keys, and one of + // the corresponding values. + _.object = function(list, values) { + var result = {}; + for (var i = 0, length = getLength(list); i < length; i++) { + if (values) { + result[list[i]] = values[i]; + } else { + result[list[i][0]] = list[i][1]; + } + } + return result; + }; + + // Generator function to create the findIndex and findLastIndex functions + function createPredicateIndexFinder(dir) { + return function(array, predicate, context) { + predicate = cb(predicate, context); + var length = getLength(array); + var index = dir > 0 ? 0 : length - 1; + for (; index >= 0 && index < length; index += dir) { + if (predicate(array[index], index, array)) return index; + } + return -1; + }; + } + + // Returns the first index on an array-like that passes a predicate test + _.findIndex = createPredicateIndexFinder(1); + _.findLastIndex = createPredicateIndexFinder(-1); + + // Use a comparator function to figure out the smallest index at which + // an object should be inserted so as to maintain order. Uses binary search. + _.sortedIndex = function(array, obj, iteratee, context) { + iteratee = cb(iteratee, context, 1); + var value = iteratee(obj); + var low = 0, high = getLength(array); + while (low < high) { + var mid = Math.floor((low + high) / 2); + if (iteratee(array[mid]) < value) low = mid + 1; else high = mid; + } + return low; + }; + + // Generator function to create the indexOf and lastIndexOf functions + function createIndexFinder(dir, predicateFind, sortedIndex) { + return function(array, item, idx) { + var i = 0, length = getLength(array); + if (typeof idx == 'number') { + if (dir > 0) { + i = idx >= 0 ? idx : Math.max(idx + length, i); + } else { + length = idx >= 0 ? Math.min(idx + 1, length) : idx + length + 1; + } + } else if (sortedIndex && idx && length) { + idx = sortedIndex(array, item); + return array[idx] === item ? idx : -1; + } + if (item !== item) { + idx = predicateFind(slice.call(array, i, length), _.isNaN); + return idx >= 0 ? idx + i : -1; + } + for (idx = dir > 0 ? i : length - 1; idx >= 0 && idx < length; idx += dir) { + if (array[idx] === item) return idx; + } + return -1; + }; + } + + // Return the position of the first occurrence of an item in an array, + // or -1 if the item is not included in the array. + // If the array is large and already in sort order, pass `true` + // for **isSorted** to use binary search. + _.indexOf = createIndexFinder(1, _.findIndex, _.sortedIndex); + _.lastIndexOf = createIndexFinder(-1, _.findLastIndex); + + // Generate an integer Array containing an arithmetic progression. A port of + // the native Python `range()` function. See + // [the Python documentation](http://docs.python.org/library/functions.html#range). + _.range = function(start, stop, step) { + if (stop == null) { + stop = start || 0; + start = 0; + } + step = step || 1; + + var length = Math.max(Math.ceil((stop - start) / step), 0); + var range = Array(length); + + for (var idx = 0; idx < length; idx++, start += step) { + range[idx] = start; + } + + return range; + }; + + // Function (ahem) Functions + // ------------------ + + // Determines whether to execute a function as a constructor + // or a normal function with the provided arguments + var executeBound = function(sourceFunc, boundFunc, context, callingContext, args) { + if (!(callingContext instanceof boundFunc)) return sourceFunc.apply(context, args); + var self = baseCreate(sourceFunc.prototype); + var result = sourceFunc.apply(self, args); + if (_.isObject(result)) return result; + return self; + }; + + // Create a function bound to a given object (assigning `this`, and arguments, + // optionally). Delegates to **ECMAScript 5**'s native `Function.bind` if + // available. + _.bind = function(func, context) { + if (nativeBind && func.bind === nativeBind) return nativeBind.apply(func, slice.call(arguments, 1)); + if (!_.isFunction(func)) throw new TypeError('Bind must be called on a function'); + var args = slice.call(arguments, 2); + var bound = function() { + return executeBound(func, bound, context, this, args.concat(slice.call(arguments))); + }; + return bound; + }; + + // Partially apply a function by creating a version that has had some of its + // arguments pre-filled, without changing its dynamic `this` context. _ acts + // as a placeholder, allowing any combination of arguments to be pre-filled. + _.partial = function(func) { + var boundArgs = slice.call(arguments, 1); + var bound = function() { + var position = 0, length = boundArgs.length; + var args = Array(length); + for (var i = 0; i < length; i++) { + args[i] = boundArgs[i] === _ ? arguments[position++] : boundArgs[i]; + } + while (position < arguments.length) args.push(arguments[position++]); + return executeBound(func, bound, this, this, args); + }; + return bound; + }; + + // Bind a number of an object's methods to that object. Remaining arguments + // are the method names to be bound. Useful for ensuring that all callbacks + // defined on an object belong to it. + _.bindAll = function(obj) { + var i, length = arguments.length, key; + if (length <= 1) throw new Error('bindAll must be passed function names'); + for (i = 1; i < length; i++) { + key = arguments[i]; + obj[key] = _.bind(obj[key], obj); + } + return obj; + }; + + // Memoize an expensive function by storing its results. + _.memoize = function(func, hasher) { + var memoize = function(key) { + var cache = memoize.cache; + var address = '' + (hasher ? hasher.apply(this, arguments) : key); + if (!_.has(cache, address)) cache[address] = func.apply(this, arguments); + return cache[address]; + }; + memoize.cache = {}; + return memoize; + }; + + // Delays a function for the given number of milliseconds, and then calls + // it with the arguments supplied. + _.delay = function(func, wait) { + var args = slice.call(arguments, 2); + return setTimeout(function(){ + return func.apply(null, args); + }, wait); + }; + + // Defers a function, scheduling it to run after the current call stack has + // cleared. + _.defer = _.partial(_.delay, _, 1); + + // Returns a function, that, when invoked, will only be triggered at most once + // during a given window of time. Normally, the throttled function will run + // as much as it can, without ever going more than once per `wait` duration; + // but if you'd like to disable the execution on the leading edge, pass + // `{leading: false}`. To disable execution on the trailing edge, ditto. + _.throttle = function(func, wait, options) { + var context, args, result; + var timeout = null; + var previous = 0; + if (!options) options = {}; + var later = function() { + previous = options.leading === false ? 0 : _.now(); + timeout = null; + result = func.apply(context, args); + if (!timeout) context = args = null; + }; + return function() { + var now = _.now(); + if (!previous && options.leading === false) previous = now; + var remaining = wait - (now - previous); + context = this; + args = arguments; + if (remaining <= 0 || remaining > wait) { + if (timeout) { + clearTimeout(timeout); + timeout = null; + } + previous = now; + result = func.apply(context, args); + if (!timeout) context = args = null; + } else if (!timeout && options.trailing !== false) { + timeout = setTimeout(later, remaining); + } + return result; + }; + }; + + // Returns a function, that, as long as it continues to be invoked, will not + // be triggered. The function will be called after it stops being called for + // N milliseconds. If `immediate` is passed, trigger the function on the + // leading edge, instead of the trailing. + _.debounce = function(func, wait, immediate) { + var timeout, args, context, timestamp, result; + + var later = function() { + var last = _.now() - timestamp; + + if (last < wait && last >= 0) { + timeout = setTimeout(later, wait - last); + } else { + timeout = null; + if (!immediate) { + result = func.apply(context, args); + if (!timeout) context = args = null; + } + } + }; + + return function() { + context = this; + args = arguments; + timestamp = _.now(); + var callNow = immediate && !timeout; + if (!timeout) timeout = setTimeout(later, wait); + if (callNow) { + result = func.apply(context, args); + context = args = null; + } + + return result; + }; + }; + + // Returns the first function passed as an argument to the second, + // allowing you to adjust arguments, run code before and after, and + // conditionally execute the original function. + _.wrap = function(func, wrapper) { + return _.partial(wrapper, func); + }; + + // Returns a negated version of the passed-in predicate. + _.negate = function(predicate) { + return function() { + return !predicate.apply(this, arguments); + }; + }; + + // Returns a function that is the composition of a list of functions, each + // consuming the return value of the function that follows. + _.compose = function() { + var args = arguments; + var start = args.length - 1; + return function() { + var i = start; + var result = args[start].apply(this, arguments); + while (i--) result = args[i].call(this, result); + return result; + }; + }; + + // Returns a function that will only be executed on and after the Nth call. + _.after = function(times, func) { + return function() { + if (--times < 1) { + return func.apply(this, arguments); + } + }; + }; + + // Returns a function that will only be executed up to (but not including) the Nth call. + _.before = function(times, func) { + var memo; + return function() { + if (--times > 0) { + memo = func.apply(this, arguments); + } + if (times <= 1) func = null; + return memo; + }; + }; + + // Returns a function that will be executed at most one time, no matter how + // often you call it. Useful for lazy initialization. + _.once = _.partial(_.before, 2); + + // Object Functions + // ---------------- + + // Keys in IE < 9 that won't be iterated by `for key in ...` and thus missed. + var hasEnumBug = !{toString: null}.propertyIsEnumerable('toString'); + var nonEnumerableProps = ['valueOf', 'isPrototypeOf', 'toString', + 'propertyIsEnumerable', 'hasOwnProperty', 'toLocaleString']; + + function collectNonEnumProps(obj, keys) { + var nonEnumIdx = nonEnumerableProps.length; + var constructor = obj.constructor; + var proto = (_.isFunction(constructor) && constructor.prototype) || ObjProto; + + // Constructor is a special case. + var prop = 'constructor'; + if (_.has(obj, prop) && !_.contains(keys, prop)) keys.push(prop); + + while (nonEnumIdx--) { + prop = nonEnumerableProps[nonEnumIdx]; + if (prop in obj && obj[prop] !== proto[prop] && !_.contains(keys, prop)) { + keys.push(prop); + } + } + } + + // Retrieve the names of an object's own properties. + // Delegates to **ECMAScript 5**'s native `Object.keys` + _.keys = function(obj) { + if (!_.isObject(obj)) return []; + if (nativeKeys) return nativeKeys(obj); + var keys = []; + for (var key in obj) if (_.has(obj, key)) keys.push(key); + // Ahem, IE < 9. + if (hasEnumBug) collectNonEnumProps(obj, keys); + return keys; + }; + + // Retrieve all the property names of an object. + _.allKeys = function(obj) { + if (!_.isObject(obj)) return []; + var keys = []; + for (var key in obj) keys.push(key); + // Ahem, IE < 9. + if (hasEnumBug) collectNonEnumProps(obj, keys); + return keys; + }; + + // Retrieve the values of an object's properties. + _.values = function(obj) { + var keys = _.keys(obj); + var length = keys.length; + var values = Array(length); + for (var i = 0; i < length; i++) { + values[i] = obj[keys[i]]; + } + return values; + }; + + // Returns the results of applying the iteratee to each element of the object + // In contrast to _.map it returns an object + _.mapObject = function(obj, iteratee, context) { + iteratee = cb(iteratee, context); + var keys = _.keys(obj), + length = keys.length, + results = {}, + currentKey; + for (var index = 0; index < length; index++) { + currentKey = keys[index]; + results[currentKey] = iteratee(obj[currentKey], currentKey, obj); + } + return results; + }; + + // Convert an object into a list of `[key, value]` pairs. + _.pairs = function(obj) { + var keys = _.keys(obj); + var length = keys.length; + var pairs = Array(length); + for (var i = 0; i < length; i++) { + pairs[i] = [keys[i], obj[keys[i]]]; + } + return pairs; + }; + + // Invert the keys and values of an object. The values must be serializable. + _.invert = function(obj) { + var result = {}; + var keys = _.keys(obj); + for (var i = 0, length = keys.length; i < length; i++) { + result[obj[keys[i]]] = keys[i]; + } + return result; + }; + + // Return a sorted list of the function names available on the object. + // Aliased as `methods` + _.functions = _.methods = function(obj) { + var names = []; + for (var key in obj) { + if (_.isFunction(obj[key])) names.push(key); + } + return names.sort(); + }; + + // Extend a given object with all the properties in passed-in object(s). + _.extend = createAssigner(_.allKeys); + + // Assigns a given object with all the own properties in the passed-in object(s) + // (https://developer.mozilla.org/docs/Web/JavaScript/Reference/Global_Objects/Object/assign) + _.extendOwn = _.assign = createAssigner(_.keys); + + // Returns the first key on an object that passes a predicate test + _.findKey = function(obj, predicate, context) { + predicate = cb(predicate, context); + var keys = _.keys(obj), key; + for (var i = 0, length = keys.length; i < length; i++) { + key = keys[i]; + if (predicate(obj[key], key, obj)) return key; + } + }; + + // Return a copy of the object only containing the whitelisted properties. + _.pick = function(object, oiteratee, context) { + var result = {}, obj = object, iteratee, keys; + if (obj == null) return result; + if (_.isFunction(oiteratee)) { + keys = _.allKeys(obj); + iteratee = optimizeCb(oiteratee, context); + } else { + keys = flatten(arguments, false, false, 1); + iteratee = function(value, key, obj) { return key in obj; }; + obj = Object(obj); + } + for (var i = 0, length = keys.length; i < length; i++) { + var key = keys[i]; + var value = obj[key]; + if (iteratee(value, key, obj)) result[key] = value; + } + return result; + }; + + // Return a copy of the object without the blacklisted properties. + _.omit = function(obj, iteratee, context) { + if (_.isFunction(iteratee)) { + iteratee = _.negate(iteratee); + } else { + var keys = _.map(flatten(arguments, false, false, 1), String); + iteratee = function(value, key) { + return !_.contains(keys, key); + }; + } + return _.pick(obj, iteratee, context); + }; + + // Fill in a given object with default properties. + _.defaults = createAssigner(_.allKeys, true); + + // Creates an object that inherits from the given prototype object. + // If additional properties are provided then they will be added to the + // created object. + _.create = function(prototype, props) { + var result = baseCreate(prototype); + if (props) _.extendOwn(result, props); + return result; + }; + + // Create a (shallow-cloned) duplicate of an object. + _.clone = function(obj) { + if (!_.isObject(obj)) return obj; + return _.isArray(obj) ? obj.slice() : _.extend({}, obj); + }; + + // Invokes interceptor with the obj, and then returns obj. + // The primary purpose of this method is to "tap into" a method chain, in + // order to perform operations on intermediate results within the chain. + _.tap = function(obj, interceptor) { + interceptor(obj); + return obj; + }; + + // Returns whether an object has a given set of `key:value` pairs. + _.isMatch = function(object, attrs) { + var keys = _.keys(attrs), length = keys.length; + if (object == null) return !length; + var obj = Object(object); + for (var i = 0; i < length; i++) { + var key = keys[i]; + if (attrs[key] !== obj[key] || !(key in obj)) return false; + } + return true; + }; + + + // Internal recursive comparison function for `isEqual`. + var eq = function(a, b, aStack, bStack) { + // Identical objects are equal. `0 === -0`, but they aren't identical. + // See the [Harmony `egal` proposal](http://wiki.ecmascript.org/doku.php?id=harmony:egal). + if (a === b) return a !== 0 || 1 / a === 1 / b; + // A strict comparison is necessary because `null == undefined`. + if (a == null || b == null) return a === b; + // Unwrap any wrapped objects. + if (a instanceof _) a = a._wrapped; + if (b instanceof _) b = b._wrapped; + // Compare `[[Class]]` names. + var className = toString.call(a); + if (className !== toString.call(b)) return false; + switch (className) { + // Strings, numbers, regular expressions, dates, and booleans are compared by value. + case '[object RegExp]': + // RegExps are coerced to strings for comparison (Note: '' + /a/i === '/a/i') + case '[object String]': + // Primitives and their corresponding object wrappers are equivalent; thus, `"5"` is + // equivalent to `new String("5")`. + return '' + a === '' + b; + case '[object Number]': + // `NaN`s are equivalent, but non-reflexive. + // Object(NaN) is equivalent to NaN + if (+a !== +a) return +b !== +b; + // An `egal` comparison is performed for other numeric values. + return +a === 0 ? 1 / +a === 1 / b : +a === +b; + case '[object Date]': + case '[object Boolean]': + // Coerce dates and booleans to numeric primitive values. Dates are compared by their + // millisecond representations. Note that invalid dates with millisecond representations + // of `NaN` are not equivalent. + return +a === +b; + } + + var areArrays = className === '[object Array]'; + if (!areArrays) { + if (typeof a != 'object' || typeof b != 'object') return false; + + // Objects with different constructors are not equivalent, but `Object`s or `Array`s + // from different frames are. + var aCtor = a.constructor, bCtor = b.constructor; + if (aCtor !== bCtor && !(_.isFunction(aCtor) && aCtor instanceof aCtor && + _.isFunction(bCtor) && bCtor instanceof bCtor) + && ('constructor' in a && 'constructor' in b)) { + return false; + } + } + // Assume equality for cyclic structures. The algorithm for detecting cyclic + // structures is adapted from ES 5.1 section 15.12.3, abstract operation `JO`. + + // Initializing stack of traversed objects. + // It's done here since we only need them for objects and arrays comparison. + aStack = aStack || []; + bStack = bStack || []; + var length = aStack.length; + while (length--) { + // Linear search. Performance is inversely proportional to the number of + // unique nested structures. + if (aStack[length] === a) return bStack[length] === b; + } + + // Add the first object to the stack of traversed objects. + aStack.push(a); + bStack.push(b); + + // Recursively compare objects and arrays. + if (areArrays) { + // Compare array lengths to determine if a deep comparison is necessary. + length = a.length; + if (length !== b.length) return false; + // Deep compare the contents, ignoring non-numeric properties. + while (length--) { + if (!eq(a[length], b[length], aStack, bStack)) return false; + } + } else { + // Deep compare objects. + var keys = _.keys(a), key; + length = keys.length; + // Ensure that both objects contain the same number of properties before comparing deep equality. + if (_.keys(b).length !== length) return false; + while (length--) { + // Deep compare each member + key = keys[length]; + if (!(_.has(b, key) && eq(a[key], b[key], aStack, bStack))) return false; + } + } + // Remove the first object from the stack of traversed objects. + aStack.pop(); + bStack.pop(); + return true; + }; + + // Perform a deep comparison to check if two objects are equal. + _.isEqual = function(a, b) { + return eq(a, b); + }; + + // Is a given array, string, or object empty? + // An "empty" object has no enumerable own-properties. + _.isEmpty = function(obj) { + if (obj == null) return true; + if (isArrayLike(obj) && (_.isArray(obj) || _.isString(obj) || _.isArguments(obj))) return obj.length === 0; + return _.keys(obj).length === 0; + }; + + // Is a given value a DOM element? + _.isElement = function(obj) { + return !!(obj && obj.nodeType === 1); + }; + + // Is a given value an array? + // Delegates to ECMA5's native Array.isArray + _.isArray = nativeIsArray || function(obj) { + return toString.call(obj) === '[object Array]'; + }; + + // Is a given variable an object? + _.isObject = function(obj) { + var type = typeof obj; + return type === 'function' || type === 'object' && !!obj; + }; + + // Add some isType methods: isArguments, isFunction, isString, isNumber, isDate, isRegExp, isError. + _.each(['Arguments', 'Function', 'String', 'Number', 'Date', 'RegExp', 'Error'], function(name) { + _['is' + name] = function(obj) { + return toString.call(obj) === '[object ' + name + ']'; + }; + }); + + // Define a fallback version of the method in browsers (ahem, IE < 9), where + // there isn't any inspectable "Arguments" type. + if (!_.isArguments(arguments)) { + _.isArguments = function(obj) { + return _.has(obj, 'callee'); + }; + } + + // Optimize `isFunction` if appropriate. Work around some typeof bugs in old v8, + // IE 11 (#1621), and in Safari 8 (#1929). + if (typeof /./ != 'function' && typeof Int8Array != 'object') { + _.isFunction = function(obj) { + return typeof obj == 'function' || false; + }; + } + + // Is a given object a finite number? + _.isFinite = function(obj) { + return isFinite(obj) && !isNaN(parseFloat(obj)); + }; + + // Is the given value `NaN`? (NaN is the only number which does not equal itself). + _.isNaN = function(obj) { + return _.isNumber(obj) && obj !== +obj; + }; + + // Is a given value a boolean? + _.isBoolean = function(obj) { + return obj === true || obj === false || toString.call(obj) === '[object Boolean]'; + }; + + // Is a given value equal to null? + _.isNull = function(obj) { + return obj === null; + }; + + // Is a given variable undefined? + _.isUndefined = function(obj) { + return obj === void 0; + }; + + // Shortcut function for checking if an object has a given property directly + // on itself (in other words, not on a prototype). + _.has = function(obj, key) { + return obj != null && hasOwnProperty.call(obj, key); + }; + + // Utility Functions + // ----------------- + + // Run Underscore.js in *noConflict* mode, returning the `_` variable to its + // previous owner. Returns a reference to the Underscore object. + _.noConflict = function() { + root._ = previousUnderscore; + return this; + }; + + // Keep the identity function around for default iteratees. + _.identity = function(value) { + return value; + }; + + // Predicate-generating functions. Often useful outside of Underscore. + _.constant = function(value) { + return function() { + return value; + }; + }; + + _.noop = function(){}; + + _.property = property; + + // Generates a function for a given object that returns a given property. + _.propertyOf = function(obj) { + return obj == null ? function(){} : function(key) { + return obj[key]; + }; + }; + + // Returns a predicate for checking whether an object has a given set of + // `key:value` pairs. + _.matcher = _.matches = function(attrs) { + attrs = _.extendOwn({}, attrs); + return function(obj) { + return _.isMatch(obj, attrs); + }; + }; + + // Run a function **n** times. + _.times = function(n, iteratee, context) { + var accum = Array(Math.max(0, n)); + iteratee = optimizeCb(iteratee, context, 1); + for (var i = 0; i < n; i++) accum[i] = iteratee(i); + return accum; + }; + + // Return a random integer between min and max (inclusive). + _.random = function(min, max) { + if (max == null) { + max = min; + min = 0; + } + return min + Math.floor(Math.random() * (max - min + 1)); + }; + + // A (possibly faster) way to get the current timestamp as an integer. + _.now = Date.now || function() { + return new Date().getTime(); + }; + + // List of HTML entities for escaping. + var escapeMap = { + '&': '&', + '<': '<', + '>': '>', + '"': '"', + "'": ''', + '`': '`' + }; + var unescapeMap = _.invert(escapeMap); + + // Functions for escaping and unescaping strings to/from HTML interpolation. + var createEscaper = function(map) { + var escaper = function(match) { + return map[match]; + }; + // Regexes for identifying a key that needs to be escaped + var source = '(?:' + _.keys(map).join('|') + ')'; + var testRegexp = RegExp(source); + var replaceRegexp = RegExp(source, 'g'); + return function(string) { + string = string == null ? '' : '' + string; + return testRegexp.test(string) ? string.replace(replaceRegexp, escaper) : string; + }; + }; + _.escape = createEscaper(escapeMap); + _.unescape = createEscaper(unescapeMap); + + // If the value of the named `property` is a function then invoke it with the + // `object` as context; otherwise, return it. + _.result = function(object, property, fallback) { + var value = object == null ? void 0 : object[property]; + if (value === void 0) { + value = fallback; + } + return _.isFunction(value) ? value.call(object) : value; + }; + + // Generate a unique integer id (unique within the entire client session). + // Useful for temporary DOM ids. + var idCounter = 0; + _.uniqueId = function(prefix) { + var id = ++idCounter + ''; + return prefix ? prefix + id : id; + }; + + // By default, Underscore uses ERB-style template delimiters, change the + // following template settings to use alternative delimiters. + _.templateSettings = { + evaluate : /<%([\s\S]+?)%>/g, + interpolate : /<%=([\s\S]+?)%>/g, + escape : /<%-([\s\S]+?)%>/g + }; + + // When customizing `templateSettings`, if you don't want to define an + // interpolation, evaluation or escaping regex, we need one that is + // guaranteed not to match. + var noMatch = /(.)^/; + + // Certain characters need to be escaped so that they can be put into a + // string literal. + var escapes = { + "'": "'", + '\\': '\\', + '\r': 'r', + '\n': 'n', + '\u2028': 'u2028', + '\u2029': 'u2029' + }; + + var escaper = /\\|'|\r|\n|\u2028|\u2029/g; + + var escapeChar = function(match) { + return '\\' + escapes[match]; + }; + + // JavaScript micro-templating, similar to John Resig's implementation. + // Underscore templating handles arbitrary delimiters, preserves whitespace, + // and correctly escapes quotes within interpolated code. + // NB: `oldSettings` only exists for backwards compatibility. + _.template = function(text, settings, oldSettings) { + if (!settings && oldSettings) settings = oldSettings; + settings = _.defaults({}, settings, _.templateSettings); + + // Combine delimiters into one regular expression via alternation. + var matcher = RegExp([ + (settings.escape || noMatch).source, + (settings.interpolate || noMatch).source, + (settings.evaluate || noMatch).source + ].join('|') + '|$', 'g'); + + // Compile the template source, escaping string literals appropriately. + var index = 0; + var source = "__p+='"; + text.replace(matcher, function(match, escape, interpolate, evaluate, offset) { + source += text.slice(index, offset).replace(escaper, escapeChar); + index = offset + match.length; + + if (escape) { + source += "'+\n((__t=(" + escape + "))==null?'':_.escape(__t))+\n'"; + } else if (interpolate) { + source += "'+\n((__t=(" + interpolate + "))==null?'':__t)+\n'"; + } else if (evaluate) { + source += "';\n" + evaluate + "\n__p+='"; + } + + // Adobe VMs need the match returned to produce the correct offest. + return match; + }); + source += "';\n"; + + // If a variable is not specified, place data values in local scope. + if (!settings.variable) source = 'with(obj||{}){\n' + source + '}\n'; + + source = "var __t,__p='',__j=Array.prototype.join," + + "print=function(){__p+=__j.call(arguments,'');};\n" + + source + 'return __p;\n'; + + try { + var render = new Function(settings.variable || 'obj', '_', source); + } catch (e) { + e.source = source; + throw e; + } + + var template = function(data) { + return render.call(this, data, _); + }; + + // Provide the compiled source as a convenience for precompilation. + var argument = settings.variable || 'obj'; + template.source = 'function(' + argument + '){\n' + source + '}'; + + return template; + }; + + // Add a "chain" function. Start chaining a wrapped Underscore object. + _.chain = function(obj) { + var instance = _(obj); + instance._chain = true; + return instance; + }; + + // OOP + // --------------- + // If Underscore is called as a function, it returns a wrapped object that + // can be used OO-style. This wrapper holds altered versions of all the + // underscore functions. Wrapped objects may be chained. + + // Helper function to continue chaining intermediate results. + var result = function(instance, obj) { + return instance._chain ? _(obj).chain() : obj; + }; + + // Add your own custom functions to the Underscore object. + _.mixin = function(obj) { + _.each(_.functions(obj), function(name) { + var func = _[name] = obj[name]; + _.prototype[name] = function() { + var args = [this._wrapped]; + push.apply(args, arguments); + return result(this, func.apply(_, args)); + }; + }); + }; + + // Add all of the Underscore functions to the wrapper object. + _.mixin(_); + + // Add all mutator Array functions to the wrapper. + _.each(['pop', 'push', 'reverse', 'shift', 'sort', 'splice', 'unshift'], function(name) { + var method = ArrayProto[name]; + _.prototype[name] = function() { + var obj = this._wrapped; + method.apply(obj, arguments); + if ((name === 'shift' || name === 'splice') && obj.length === 0) delete obj[0]; + return result(this, obj); + }; + }); + + // Add all accessor Array functions to the wrapper. + _.each(['concat', 'join', 'slice'], function(name) { + var method = ArrayProto[name]; + _.prototype[name] = function() { + return result(this, method.apply(this._wrapped, arguments)); + }; + }); + + // Extracts the result from a wrapped and chained object. + _.prototype.value = function() { + return this._wrapped; + }; + + // Provide unwrapping proxy for some methods used in engine operations + // such as arithmetic and JSON stringification. + _.prototype.valueOf = _.prototype.toJSON = _.prototype.value; + + _.prototype.toString = function() { + return '' + this._wrapped; + }; + + // AMD registration happens at the end for compatibility with AMD loaders + // that may not enforce next-turn semantics on modules. Even though general + // practice for AMD registration is to be anonymous, underscore registers + // as a named module because, like jQuery, it is a base library that is + // popular enough to be bundled in a third party lib, but not be part of + // an AMD load request. Those cases could generate an error when an + // anonymous define() is called outside of a loader request. + if (typeof define === 'function' && define.amd) { + define('underscore', [], function() { + return _; + }); + } +}.call(this)); + +},{}],26:[function(require,module,exports){ +arguments[4][19][0].apply(exports,arguments) +},{"dup":19}],27:[function(require,module,exports){ +module.exports = function isBuffer(arg) { + return arg && typeof arg === 'object' + && typeof arg.copy === 'function' + && typeof arg.fill === 'function' + && typeof arg.readUInt8 === 'function'; +} +},{}],28:[function(require,module,exports){ +(function (process,global){ +// Copyright Joyent, Inc. and other Node contributors. +// +// Permission is hereby granted, free of charge, to any person obtaining a +// copy of this software and associated documentation files (the +// "Software"), to deal in the Software without restriction, including +// without limitation the rights to use, copy, modify, merge, publish, +// distribute, sublicense, and/or sell copies of the Software, and to permit +// persons to whom the Software is furnished to do so, subject to the +// following conditions: +// +// The above copyright notice and this permission notice shall be included +// in all copies or substantial portions of the Software. +// +// THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS +// OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF +// MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN +// NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, +// DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR +// OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE +// USE OR OTHER DEALINGS IN THE SOFTWARE. + +var formatRegExp = /%[sdj%]/g; +exports.format = function(f) { + if (!isString(f)) { + var objects = []; + for (var i = 0; i < arguments.length; i++) { + objects.push(inspect(arguments[i])); + } + return objects.join(' '); + } + + var i = 1; + var args = arguments; + var len = args.length; + var str = String(f).replace(formatRegExp, function(x) { + if (x === '%%') return '%'; + if (i >= len) return x; + switch (x) { + case '%s': return String(args[i++]); + case '%d': return Number(args[i++]); + case '%j': + try { + return JSON.stringify(args[i++]); + } catch (_) { + return '[Circular]'; + } + default: + return x; + } + }); + for (var x = args[i]; i < len; x = args[++i]) { + if (isNull(x) || !isObject(x)) { + str += ' ' + x; + } else { + str += ' ' + inspect(x); + } + } + return str; +}; + + +// Mark that a method should not be used. +// Returns a modified function which warns once by default. +// If --no-deprecation is set, then it is a no-op. +exports.deprecate = function(fn, msg) { + // Allow for deprecating things in the process of starting up. + if (isUndefined(global.process)) { + return function() { + return exports.deprecate(fn, msg).apply(this, arguments); + }; + } + + if (process.noDeprecation === true) { + return fn; + } + + var warned = false; + function deprecated() { + if (!warned) { + if (process.throwDeprecation) { + throw new Error(msg); + } else if (process.traceDeprecation) { + console.trace(msg); + } else { + console.error(msg); + } + warned = true; + } + return fn.apply(this, arguments); + } + + return deprecated; +}; + + +var debugs = {}; +var debugEnviron; +exports.debuglog = function(set) { + if (isUndefined(debugEnviron)) + debugEnviron = process.env.NODE_DEBUG || ''; + set = set.toUpperCase(); + if (!debugs[set]) { + if (new RegExp('\\b' + set + '\\b', 'i').test(debugEnviron)) { + var pid = process.pid; + debugs[set] = function() { + var msg = exports.format.apply(exports, arguments); + console.error('%s %d: %s', set, pid, msg); + }; + } else { + debugs[set] = function() {}; + } + } + return debugs[set]; +}; + + +/** + * Echos the value of a value. Trys to print the value out + * in the best way possible given the different types. + * + * @param {Object} obj The object to print out. + * @param {Object} opts Optional options object that alters the output. + */ +/* legacy: obj, showHidden, depth, colors*/ +function inspect(obj, opts) { + // default options + var ctx = { + seen: [], + stylize: stylizeNoColor + }; + // legacy... + if (arguments.length >= 3) ctx.depth = arguments[2]; + if (arguments.length >= 4) ctx.colors = arguments[3]; + if (isBoolean(opts)) { + // legacy... + ctx.showHidden = opts; + } else if (opts) { + // got an "options" object + exports._extend(ctx, opts); + } + // set default options + if (isUndefined(ctx.showHidden)) ctx.showHidden = false; + if (isUndefined(ctx.depth)) ctx.depth = 2; + if (isUndefined(ctx.colors)) ctx.colors = false; + if (isUndefined(ctx.customInspect)) ctx.customInspect = true; + if (ctx.colors) ctx.stylize = stylizeWithColor; + return formatValue(ctx, obj, ctx.depth); +} +exports.inspect = inspect; + + +// http://en.wikipedia.org/wiki/ANSI_escape_code#graphics +inspect.colors = { + 'bold' : [1, 22], + 'italic' : [3, 23], + 'underline' : [4, 24], + 'inverse' : [7, 27], + 'white' : [37, 39], + 'grey' : [90, 39], + 'black' : [30, 39], + 'blue' : [34, 39], + 'cyan' : [36, 39], + 'green' : [32, 39], + 'magenta' : [35, 39], + 'red' : [31, 39], + 'yellow' : [33, 39] +}; + +// Don't use 'blue' not visible on cmd.exe +inspect.styles = { + 'special': 'cyan', + 'number': 'yellow', + 'boolean': 'yellow', + 'undefined': 'grey', + 'null': 'bold', + 'string': 'green', + 'date': 'magenta', + // "name": intentionally not styling + 'regexp': 'red' +}; + + +function stylizeWithColor(str, styleType) { + var style = inspect.styles[styleType]; + + if (style) { + return '\u001b[' + inspect.colors[style][0] + 'm' + str + + '\u001b[' + inspect.colors[style][1] + 'm'; + } else { + return str; + } +} + + +function stylizeNoColor(str, styleType) { + return str; +} + + +function arrayToHash(array) { + var hash = {}; + + array.forEach(function(val, idx) { + hash[val] = true; + }); + + return hash; +} + + +function formatValue(ctx, value, recurseTimes) { + // Provide a hook for user-specified inspect functions. + // Check that value is an object with an inspect function on it + if (ctx.customInspect && + value && + isFunction(value.inspect) && + // Filter out the util module, it's inspect function is special + value.inspect !== exports.inspect && + // Also filter out any prototype objects using the circular check. + !(value.constructor && value.constructor.prototype === value)) { + var ret = value.inspect(recurseTimes, ctx); + if (!isString(ret)) { + ret = formatValue(ctx, ret, recurseTimes); + } + return ret; + } + + // Primitive types cannot have properties + var primitive = formatPrimitive(ctx, value); + if (primitive) { + return primitive; + } + + // Look up the keys of the object. + var keys = Object.keys(value); + var visibleKeys = arrayToHash(keys); + + if (ctx.showHidden) { + keys = Object.getOwnPropertyNames(value); + } + + // IE doesn't make error fields non-enumerable + // http://msdn.microsoft.com/en-us/library/ie/dww52sbt(v=vs.94).aspx + if (isError(value) + && (keys.indexOf('message') >= 0 || keys.indexOf('description') >= 0)) { + return formatError(value); + } + + // Some type of object without properties can be shortcutted. + if (keys.length === 0) { + if (isFunction(value)) { + var name = value.name ? ': ' + value.name : ''; + return ctx.stylize('[Function' + name + ']', 'special'); + } + if (isRegExp(value)) { + return ctx.stylize(RegExp.prototype.toString.call(value), 'regexp'); + } + if (isDate(value)) { + return ctx.stylize(Date.prototype.toString.call(value), 'date'); + } + if (isError(value)) { + return formatError(value); + } + } + + var base = '', array = false, braces = ['{', '}']; + + // Make Array say that they are Array + if (isArray(value)) { + array = true; + braces = ['[', ']']; + } + + // Make functions say that they are functions + if (isFunction(value)) { + var n = value.name ? ': ' + value.name : ''; + base = ' [Function' + n + ']'; + } + + // Make RegExps say that they are RegExps + if (isRegExp(value)) { + base = ' ' + RegExp.prototype.toString.call(value); + } + + // Make dates with properties first say the date + if (isDate(value)) { + base = ' ' + Date.prototype.toUTCString.call(value); + } + + // Make error with message first say the error + if (isError(value)) { + base = ' ' + formatError(value); + } + + if (keys.length === 0 && (!array || value.length == 0)) { + return braces[0] + base + braces[1]; + } + + if (recurseTimes < 0) { + if (isRegExp(value)) { + return ctx.stylize(RegExp.prototype.toString.call(value), 'regexp'); + } else { + return ctx.stylize('[Object]', 'special'); + } + } + + ctx.seen.push(value); + + var output; + if (array) { + output = formatArray(ctx, value, recurseTimes, visibleKeys, keys); + } else { + output = keys.map(function(key) { + return formatProperty(ctx, value, recurseTimes, visibleKeys, key, array); + }); + } + + ctx.seen.pop(); + + return reduceToSingleString(output, base, braces); +} + + +function formatPrimitive(ctx, value) { + if (isUndefined(value)) + return ctx.stylize('undefined', 'undefined'); + if (isString(value)) { + var simple = '\'' + JSON.stringify(value).replace(/^"|"$/g, '') + .replace(/'/g, "\\'") + .replace(/\\"/g, '"') + '\''; + return ctx.stylize(simple, 'string'); + } + if (isNumber(value)) + return ctx.stylize('' + value, 'number'); + if (isBoolean(value)) + return ctx.stylize('' + value, 'boolean'); + // For some reason typeof null is "object", so special case here. + if (isNull(value)) + return ctx.stylize('null', 'null'); +} + + +function formatError(value) { + return '[' + Error.prototype.toString.call(value) + ']'; +} + + +function formatArray(ctx, value, recurseTimes, visibleKeys, keys) { + var output = []; + for (var i = 0, l = value.length; i < l; ++i) { + if (hasOwnProperty(value, String(i))) { + output.push(formatProperty(ctx, value, recurseTimes, visibleKeys, + String(i), true)); + } else { + output.push(''); + } + } + keys.forEach(function(key) { + if (!key.match(/^\d+$/)) { + output.push(formatProperty(ctx, value, recurseTimes, visibleKeys, + key, true)); + } + }); + return output; +} + + +function formatProperty(ctx, value, recurseTimes, visibleKeys, key, array) { + var name, str, desc; + desc = Object.getOwnPropertyDescriptor(value, key) || { value: value[key] }; + if (desc.get) { + if (desc.set) { + str = ctx.stylize('[Getter/Setter]', 'special'); + } else { + str = ctx.stylize('[Getter]', 'special'); + } + } else { + if (desc.set) { + str = ctx.stylize('[Setter]', 'special'); + } + } + if (!hasOwnProperty(visibleKeys, key)) { + name = '[' + key + ']'; + } + if (!str) { + if (ctx.seen.indexOf(desc.value) < 0) { + if (isNull(recurseTimes)) { + str = formatValue(ctx, desc.value, null); + } else { + str = formatValue(ctx, desc.value, recurseTimes - 1); + } + if (str.indexOf('\n') > -1) { + if (array) { + str = str.split('\n').map(function(line) { + return ' ' + line; + }).join('\n').substr(2); + } else { + str = '\n' + str.split('\n').map(function(line) { + return ' ' + line; + }).join('\n'); + } + } + } else { + str = ctx.stylize('[Circular]', 'special'); + } + } + if (isUndefined(name)) { + if (array && key.match(/^\d+$/)) { + return str; + } + name = JSON.stringify('' + key); + if (name.match(/^"([a-zA-Z_][a-zA-Z_0-9]*)"$/)) { + name = name.substr(1, name.length - 2); + name = ctx.stylize(name, 'name'); + } else { + name = name.replace(/'/g, "\\'") + .replace(/\\"/g, '"') + .replace(/(^"|"$)/g, "'"); + name = ctx.stylize(name, 'string'); + } + } + + return name + ': ' + str; +} + + +function reduceToSingleString(output, base, braces) { + var numLinesEst = 0; + var length = output.reduce(function(prev, cur) { + numLinesEst++; + if (cur.indexOf('\n') >= 0) numLinesEst++; + return prev + cur.replace(/\u001b\[\d\d?m/g, '').length + 1; + }, 0); + + if (length > 60) { + return braces[0] + + (base === '' ? '' : base + '\n ') + + ' ' + + output.join(',\n ') + + ' ' + + braces[1]; + } + + return braces[0] + base + ' ' + output.join(', ') + ' ' + braces[1]; +} + + +// NOTE: These type checking functions intentionally don't use `instanceof` +// because it is fragile and can be easily faked with `Object.create()`. +function isArray(ar) { + return Array.isArray(ar); +} +exports.isArray = isArray; + +function isBoolean(arg) { + return typeof arg === 'boolean'; +} +exports.isBoolean = isBoolean; + +function isNull(arg) { + return arg === null; +} +exports.isNull = isNull; + +function isNullOrUndefined(arg) { + return arg == null; +} +exports.isNullOrUndefined = isNullOrUndefined; + +function isNumber(arg) { + return typeof arg === 'number'; +} +exports.isNumber = isNumber; + +function isString(arg) { + return typeof arg === 'string'; +} +exports.isString = isString; + +function isSymbol(arg) { + return typeof arg === 'symbol'; +} +exports.isSymbol = isSymbol; + +function isUndefined(arg) { + return arg === void 0; +} +exports.isUndefined = isUndefined; + +function isRegExp(re) { + return isObject(re) && objectToString(re) === '[object RegExp]'; +} +exports.isRegExp = isRegExp; + +function isObject(arg) { + return typeof arg === 'object' && arg !== null; +} +exports.isObject = isObject; + +function isDate(d) { + return isObject(d) && objectToString(d) === '[object Date]'; +} +exports.isDate = isDate; + +function isError(e) { + return isObject(e) && + (objectToString(e) === '[object Error]' || e instanceof Error); +} +exports.isError = isError; + +function isFunction(arg) { + return typeof arg === 'function'; +} +exports.isFunction = isFunction; + +function isPrimitive(arg) { + return arg === null || + typeof arg === 'boolean' || + typeof arg === 'number' || + typeof arg === 'string' || + typeof arg === 'symbol' || // ES6 symbol + typeof arg === 'undefined'; +} +exports.isPrimitive = isPrimitive; + +exports.isBuffer = require('./support/isBuffer'); + +function objectToString(o) { + return Object.prototype.toString.call(o); +} + + +function pad(n) { + return n < 10 ? '0' + n.toString(10) : n.toString(10); +} + + +var months = ['Jan', 'Feb', 'Mar', 'Apr', 'May', 'Jun', 'Jul', 'Aug', 'Sep', + 'Oct', 'Nov', 'Dec']; + +// 26 Feb 16:19:34 +function timestamp() { + var d = new Date(); + var time = [pad(d.getHours()), + pad(d.getMinutes()), + pad(d.getSeconds())].join(':'); + return [d.getDate(), months[d.getMonth()], time].join(' '); +} + + +// log is just a thin wrapper to console.log that prepends a timestamp +exports.log = function() { + console.log('%s - %s', timestamp(), exports.format.apply(exports, arguments)); +}; + + +/** + * Inherit the prototype methods from one constructor into another. + * + * The Function.prototype.inherits from lang.js rewritten as a standalone + * function (not on Function.prototype). NOTE: If this file is to be loaded + * during bootstrapping this function needs to be rewritten using some native + * functions as prototype setup using normal JavaScript does not work as + * expected during bootstrapping (see mirror.js in r114903). + * + * @param {function} ctor Constructor function which needs to inherit the + * prototype. + * @param {function} superCtor Constructor function to inherit prototype from. + */ +exports.inherits = require('inherits'); + +exports._extend = function(origin, add) { + // Don't do anything if add isn't an object + if (!add || !isObject(add)) return origin; + + var keys = Object.keys(add); + var i = keys.length; + while (i--) { + origin[keys[i]] = add[keys[i]]; + } + return origin; +}; + +function hasOwnProperty(obj, prop) { + return Object.prototype.hasOwnProperty.call(obj, prop); +} + +}).call(this,require('_process'),typeof global !== "undefined" ? global : typeof self !== "undefined" ? self : typeof window !== "undefined" ? window : {}) +},{"./support/isBuffer":27,"_process":24,"inherits":26}],29:[function(require,module,exports){ +// Returns a wrapper function that returns a wrapped callback +// The wrapper function should do some stuff, and return a +// presumably different callback function. +// This makes sure that own properties are retained, so that +// decorations and such are not lost along the way. +module.exports = wrappy +function wrappy (fn, cb) { + if (fn && cb) return wrappy(fn)(cb) + + if (typeof fn !== 'function') + throw new TypeError('need wrapper function') + + Object.keys(fn).forEach(function (k) { + wrapper[k] = fn[k] + }) + + return wrapper + + function wrapper() { + var args = new Array(arguments.length) + for (var i = 0; i < args.length; i++) { + args[i] = arguments[i] + } + var ret = fn.apply(this, args) + var cb = args[args.length-1] + if (typeof ret === 'function' && ret !== cb) { + Object.keys(cb).forEach(function (k) { + ret[k] = cb[k] + }) + } + return ret + } +} + +},{}]},{},[7])(7) +}); \ No newline at end of file diff --git a/main/assets/javascripts/workers/search.16e2a7d4.min.js b/main/assets/javascripts/workers/search.16e2a7d4.min.js new file mode 100644 index 0000000..e0dc159 --- /dev/null +++ b/main/assets/javascripts/workers/search.16e2a7d4.min.js @@ -0,0 +1,48 @@ +"use strict";(()=>{var ge=Object.create;var W=Object.defineProperty,ye=Object.defineProperties,me=Object.getOwnPropertyDescriptor,ve=Object.getOwnPropertyDescriptors,xe=Object.getOwnPropertyNames,G=Object.getOwnPropertySymbols,Se=Object.getPrototypeOf,X=Object.prototype.hasOwnProperty,Qe=Object.prototype.propertyIsEnumerable;var J=(t,e,r)=>e in t?W(t,e,{enumerable:!0,configurable:!0,writable:!0,value:r}):t[e]=r,M=(t,e)=>{for(var r in e||(e={}))X.call(e,r)&&J(t,r,e[r]);if(G)for(var r of G(e))Qe.call(e,r)&&J(t,r,e[r]);return t},Z=(t,e)=>ye(t,ve(e));var K=(t,e)=>()=>(e||t((e={exports:{}}).exports,e),e.exports);var be=(t,e,r,n)=>{if(e&&typeof e=="object"||typeof e=="function")for(let i of xe(e))!X.call(t,i)&&i!==r&&W(t,i,{get:()=>e[i],enumerable:!(n=me(e,i))||n.enumerable});return t};var H=(t,e,r)=>(r=t!=null?ge(Se(t)):{},be(e||!t||!t.__esModule?W(r,"default",{value:t,enumerable:!0}):r,t));var z=(t,e,r)=>new Promise((n,i)=>{var s=u=>{try{a(r.next(u))}catch(c){i(c)}},o=u=>{try{a(r.throw(u))}catch(c){i(c)}},a=u=>u.done?n(u.value):Promise.resolve(u.value).then(s,o);a((r=r.apply(t,e)).next())});var re=K((ee,te)=>{/** + * lunr - http://lunrjs.com - A bit like Solr, but much smaller and not as bright - 2.3.9 + * Copyright (C) 2020 Oliver Nightingale + * @license MIT + */(function(){var t=function(e){var r=new t.Builder;return r.pipeline.add(t.trimmer,t.stopWordFilter,t.stemmer),r.searchPipeline.add(t.stemmer),e.call(r,r),r.build()};t.version="2.3.9";/*! + * lunr.utils + * Copyright (C) 2020 Oliver Nightingale + */t.utils={},t.utils.warn=function(e){return function(r){e.console&&console.warn&&console.warn(r)}}(this),t.utils.asString=function(e){return e==null?"":e.toString()},t.utils.clone=function(e){if(e==null)return e;for(var r=Object.create(null),n=Object.keys(e),i=0;i0){var h=t.utils.clone(r)||{};h.position=[a,c],h.index=s.length,s.push(new t.Token(n.slice(a,o),h))}a=o+1}}return s},t.tokenizer.separator=/[\s\-]+/;/*! + * lunr.Pipeline + * Copyright (C) 2020 Oliver Nightingale + */t.Pipeline=function(){this._stack=[]},t.Pipeline.registeredFunctions=Object.create(null),t.Pipeline.registerFunction=function(e,r){r in this.registeredFunctions&&t.utils.warn("Overwriting existing registered function: "+r),e.label=r,t.Pipeline.registeredFunctions[e.label]=e},t.Pipeline.warnIfFunctionNotRegistered=function(e){var r=e.label&&e.label in this.registeredFunctions;r||t.utils.warn(`Function is not registered with pipeline. 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r=this.highlight(e),n=ue(e).filter(o=>o.presence!==lunr.Query.presence.PROHIBITED),i=this.index.search(`${e}*`).reduce((o,{ref:a,score:u,matchData:c})=>{let h=this.documents.get(a);if(typeof h!="undefined"){let{location:y,title:g,text:b,tags:m,parent:Q}=h,p=ce(n,Object.keys(c.metadata)),d=+!Q+ +Object.values(p).every(w=>w);o.push(Z(M({location:y,title:r(g),text:r(b)},m&&{tags:m.map(r)}),{score:u*(1+d),terms:p}))}return o},[]).sort((o,a)=>a.score-o.score).reduce((o,a)=>{let u=this.documents.get(a.location);if(typeof u!="undefined"){let c="parent"in u?u.parent.location:u.location;o.set(c,[...o.get(c)||[],a])}return o},new Map),s;if(this.options.suggestions){let o=this.index.query(a=>{for(let u of n)a.term(u.term,{fields:["title"],presence:lunr.Query.presence.REQUIRED,wildcard:lunr.Query.wildcard.TRAILING})});s=o.length?Object.keys(o[0].matchData.metadata):[]}return M({items:[...i.values()]},typeof s!="undefined"&&{suggestions:s})}catch(r){console.warn(`Invalid query: ${e} \u2013 see https://bit.ly/2s3ChXG`)}return{items:[]}}};var Y;function ke(t){return z(this,null,function*(){let e="../lunr";if(typeof parent!="undefined"&&"IFrameWorker"in parent){let n=document.querySelector("script[src]"),[i]=n.src.split("/worker");e=e.replace("..",i)}let r=[];for(let n of t.lang){switch(n){case"ja":r.push(`${e}/tinyseg.js`);break;case"hi":case"th":r.push(`${e}/wordcut.js`);break}n!=="en"&&r.push(`${e}/min/lunr.${n}.min.js`)}t.lang.length>1&&r.push(`${e}/min/lunr.multi.min.js`),r.length&&(yield importScripts(`${e}/min/lunr.stemmer.support.min.js`,...r))})}function Te(t){return z(this,null,function*(){switch(t.type){case 0:return yield ke(t.data.config),Y=new U(t.data),{type:1};case 2:return{type:3,data:Y?Y.search(t.data):{items:[]}};default:throw new TypeError("Invalid message type")}})}self.lunr=le.default;addEventListener("message",t=>z(void 0,null,function*(){postMessage(yield Te(t.data))}));})(); +//# sourceMappingURL=search.16e2a7d4.min.js.map + diff --git a/main/assets/javascripts/workers/search.16e2a7d4.min.js.map b/main/assets/javascripts/workers/search.16e2a7d4.min.js.map new file mode 100644 index 0000000..fa01f37 --- /dev/null +++ b/main/assets/javascripts/workers/search.16e2a7d4.min.js.map @@ -0,0 +1,8 @@ +{ + "version": 3, + "sources": ["node_modules/lunr/lunr.js", "node_modules/escape-html/index.js", "src/assets/javascripts/integrations/search/worker/main/index.ts", "src/assets/javascripts/polyfills/index.ts", "src/assets/javascripts/integrations/search/document/index.ts", "src/assets/javascripts/integrations/search/highlighter/index.ts", "src/assets/javascripts/integrations/search/query/_/index.ts", "src/assets/javascripts/integrations/search/_/index.ts"], + "sourceRoot": "../../../..", + "sourcesContent": ["/**\n * lunr - http://lunrjs.com - A bit like Solr, but much smaller and not as bright - 2.3.9\n * Copyright (C) 2020 Oliver Nightingale\n * @license MIT\n */\n\n;(function(){\n\n/**\n * A convenience function for configuring and constructing\n * a new lunr Index.\n *\n * A lunr.Builder instance is created and the pipeline setup\n * with a trimmer, stop word filter and stemmer.\n *\n * This builder object is yielded to the configuration function\n * that is passed as a parameter, allowing the list of fields\n * and other builder parameters to be customised.\n *\n * All documents _must_ be added within the passed config function.\n *\n * @example\n * var idx = lunr(function () {\n * this.field('title')\n * this.field('body')\n * this.ref('id')\n *\n * documents.forEach(function (doc) {\n * this.add(doc)\n * }, this)\n * })\n *\n * @see {@link lunr.Builder}\n * @see {@link lunr.Pipeline}\n * @see {@link lunr.trimmer}\n * @see {@link lunr.stopWordFilter}\n * @see {@link lunr.stemmer}\n * @namespace {function} lunr\n */\nvar lunr = function (config) {\n var builder = new lunr.Builder\n\n builder.pipeline.add(\n lunr.trimmer,\n lunr.stopWordFilter,\n lunr.stemmer\n )\n\n builder.searchPipeline.add(\n lunr.stemmer\n )\n\n config.call(builder, builder)\n return builder.build()\n}\n\nlunr.version = \"2.3.9\"\n/*!\n * lunr.utils\n * Copyright (C) 2020 Oliver Nightingale\n */\n\n/**\n * A namespace containing utils for the rest of the lunr library\n * @namespace lunr.utils\n */\nlunr.utils = {}\n\n/**\n * Print a warning message to the console.\n *\n * @param {String} message The message to be printed.\n * @memberOf lunr.utils\n * @function\n */\nlunr.utils.warn = (function (global) {\n /* eslint-disable no-console */\n return function (message) {\n if (global.console && console.warn) {\n console.warn(message)\n }\n }\n /* eslint-enable no-console */\n})(this)\n\n/**\n * Convert an object to a string.\n *\n * In the case of `null` and `undefined` the function returns\n * the empty string, in all other cases the result of calling\n * `toString` on the passed object is returned.\n *\n * @param {Any} obj The object to convert to a string.\n * @return {String} string representation of the passed object.\n * @memberOf lunr.utils\n */\nlunr.utils.asString = function (obj) {\n if (obj === void 0 || obj === null) {\n return \"\"\n } else {\n return obj.toString()\n }\n}\n\n/**\n * Clones an object.\n *\n * Will create a copy of an existing object such that any mutations\n * on the copy cannot affect the original.\n *\n * Only shallow objects are supported, passing a nested object to this\n * function will cause a TypeError.\n *\n * Objects with primitives, and arrays of primitives are supported.\n *\n * @param {Object} obj The object to clone.\n * @return {Object} a clone of the passed object.\n * @throws {TypeError} when a nested object is passed.\n * @memberOf Utils\n */\nlunr.utils.clone = function (obj) {\n if (obj === null || obj === undefined) {\n return obj\n }\n\n var clone = Object.create(null),\n keys = Object.keys(obj)\n\n for (var i = 0; i < keys.length; i++) {\n var key = keys[i],\n val = obj[key]\n\n if (Array.isArray(val)) {\n clone[key] = val.slice()\n continue\n }\n\n if (typeof val === 'string' ||\n typeof val === 'number' ||\n typeof val === 'boolean') {\n clone[key] = val\n continue\n }\n\n throw new TypeError(\"clone is not deep and does not support nested objects\")\n }\n\n return clone\n}\nlunr.FieldRef = function (docRef, fieldName, stringValue) {\n this.docRef = docRef\n this.fieldName = fieldName\n this._stringValue = stringValue\n}\n\nlunr.FieldRef.joiner = \"/\"\n\nlunr.FieldRef.fromString = function (s) {\n var n = s.indexOf(lunr.FieldRef.joiner)\n\n if (n === -1) {\n throw \"malformed field ref string\"\n }\n\n var fieldRef = s.slice(0, n),\n docRef = s.slice(n + 1)\n\n return new lunr.FieldRef (docRef, fieldRef, s)\n}\n\nlunr.FieldRef.prototype.toString = function () {\n if (this._stringValue == undefined) {\n this._stringValue = this.fieldName + lunr.FieldRef.joiner + this.docRef\n }\n\n return this._stringValue\n}\n/*!\n * lunr.Set\n * Copyright (C) 2020 Oliver Nightingale\n */\n\n/**\n * A lunr set.\n *\n * @constructor\n */\nlunr.Set = function (elements) {\n this.elements = Object.create(null)\n\n if (elements) {\n this.length = elements.length\n\n for (var i = 0; i < this.length; i++) {\n this.elements[elements[i]] = true\n }\n } else {\n this.length = 0\n }\n}\n\n/**\n * A complete set that contains all elements.\n *\n * @static\n * @readonly\n * @type {lunr.Set}\n */\nlunr.Set.complete = {\n intersect: function (other) {\n return other\n },\n\n union: function () {\n return this\n },\n\n contains: function () {\n return true\n }\n}\n\n/**\n * An empty set that contains no elements.\n *\n * @static\n * @readonly\n * @type {lunr.Set}\n */\nlunr.Set.empty = {\n intersect: function () {\n return this\n },\n\n union: function (other) {\n return other\n },\n\n contains: function () {\n return false\n }\n}\n\n/**\n * Returns true if this set contains the specified object.\n *\n * @param {object} object - Object whose presence in this set is to be tested.\n * @returns {boolean} - True if this set contains the specified object.\n */\nlunr.Set.prototype.contains = function (object) {\n return !!this.elements[object]\n}\n\n/**\n * Returns a new set containing only the elements that are present in both\n * this set and the specified set.\n *\n * @param {lunr.Set} other - set to intersect with this set.\n * @returns {lunr.Set} a new set that is the intersection of this and the specified set.\n */\n\nlunr.Set.prototype.intersect = function (other) {\n var a, b, elements, intersection = []\n\n if (other === lunr.Set.complete) {\n return this\n }\n\n if (other === lunr.Set.empty) {\n return other\n }\n\n if (this.length < other.length) {\n a = this\n b = other\n } else {\n a = other\n b = this\n }\n\n elements = Object.keys(a.elements)\n\n for (var i = 0; i < elements.length; i++) {\n var element = elements[i]\n if (element in b.elements) {\n intersection.push(element)\n }\n }\n\n return new lunr.Set (intersection)\n}\n\n/**\n * Returns a new set combining the elements of this and the specified set.\n *\n * @param {lunr.Set} other - set to union with this set.\n * @return {lunr.Set} a new set that is the union of this and the specified set.\n */\n\nlunr.Set.prototype.union = function (other) {\n if (other === lunr.Set.complete) {\n return lunr.Set.complete\n }\n\n if (other === lunr.Set.empty) {\n return this\n }\n\n return new lunr.Set(Object.keys(this.elements).concat(Object.keys(other.elements)))\n}\n/**\n * A function to calculate the inverse document frequency for\n * a posting. This is shared between the builder and the index\n *\n * @private\n * @param {object} posting - The posting for a given term\n * @param {number} documentCount - The total number of documents.\n */\nlunr.idf = function (posting, documentCount) {\n var documentsWithTerm = 0\n\n for (var fieldName in posting) {\n if (fieldName == '_index') continue // Ignore the term index, its not a field\n documentsWithTerm += Object.keys(posting[fieldName]).length\n }\n\n var x = (documentCount - documentsWithTerm + 0.5) / (documentsWithTerm + 0.5)\n\n return Math.log(1 + Math.abs(x))\n}\n\n/**\n * A token wraps a string representation of a token\n * as it is passed through the text processing pipeline.\n *\n * @constructor\n * @param {string} [str=''] - The string token being wrapped.\n * @param {object} [metadata={}] - Metadata associated with this token.\n */\nlunr.Token = function (str, metadata) {\n this.str = str || \"\"\n this.metadata = metadata || {}\n}\n\n/**\n * Returns the token string that is being wrapped by this object.\n *\n * @returns {string}\n */\nlunr.Token.prototype.toString = function () {\n return this.str\n}\n\n/**\n * A token update function is used when updating or optionally\n * when cloning a token.\n *\n * @callback lunr.Token~updateFunction\n * @param {string} str - The string representation of the token.\n * @param {Object} metadata - All metadata associated with this token.\n */\n\n/**\n * Applies the given function to the wrapped string token.\n *\n * @example\n * token.update(function (str, metadata) {\n * return str.toUpperCase()\n * })\n *\n * @param {lunr.Token~updateFunction} fn - A function to apply to the token string.\n * @returns {lunr.Token}\n */\nlunr.Token.prototype.update = function (fn) {\n this.str = fn(this.str, this.metadata)\n return this\n}\n\n/**\n * Creates a clone of this token. Optionally a function can be\n * applied to the cloned token.\n *\n * @param {lunr.Token~updateFunction} [fn] - An optional function to apply to the cloned token.\n * @returns {lunr.Token}\n */\nlunr.Token.prototype.clone = function (fn) {\n fn = fn || function (s) { return s }\n return new lunr.Token (fn(this.str, this.metadata), this.metadata)\n}\n/*!\n * lunr.tokenizer\n * Copyright (C) 2020 Oliver Nightingale\n */\n\n/**\n * A function for splitting a string into tokens ready to be inserted into\n * the search index. Uses `lunr.tokenizer.separator` to split strings, change\n * the value of this property to change how strings are split into tokens.\n *\n * This tokenizer will convert its parameter to a string by calling `toString` and\n * then will split this string on the character in `lunr.tokenizer.separator`.\n * Arrays will have their elements converted to strings and wrapped in a lunr.Token.\n *\n * Optional metadata can be passed to the tokenizer, this metadata will be cloned and\n * added as metadata to every token that is created from the object to be tokenized.\n *\n * @static\n * @param {?(string|object|object[])} obj - The object to convert into tokens\n * @param {?object} metadata - Optional metadata to associate with every token\n * @returns {lunr.Token[]}\n * @see {@link lunr.Pipeline}\n */\nlunr.tokenizer = function (obj, metadata) {\n if (obj == null || obj == undefined) {\n return []\n }\n\n if (Array.isArray(obj)) {\n return obj.map(function (t) {\n return new lunr.Token(\n lunr.utils.asString(t).toLowerCase(),\n lunr.utils.clone(metadata)\n )\n })\n }\n\n var str = obj.toString().toLowerCase(),\n len = str.length,\n tokens = []\n\n for (var sliceEnd = 0, sliceStart = 0; sliceEnd <= len; sliceEnd++) {\n var char = str.charAt(sliceEnd),\n sliceLength = sliceEnd - sliceStart\n\n if ((char.match(lunr.tokenizer.separator) || sliceEnd == len)) {\n\n if (sliceLength > 0) {\n var tokenMetadata = lunr.utils.clone(metadata) || {}\n tokenMetadata[\"position\"] = [sliceStart, sliceLength]\n tokenMetadata[\"index\"] = tokens.length\n\n tokens.push(\n new lunr.Token (\n str.slice(sliceStart, sliceEnd),\n tokenMetadata\n )\n )\n }\n\n sliceStart = sliceEnd + 1\n }\n\n }\n\n return tokens\n}\n\n/**\n * The separator used to split a string into tokens. Override this property to change the behaviour of\n * `lunr.tokenizer` behaviour when tokenizing strings. By default this splits on whitespace and hyphens.\n *\n * @static\n * @see lunr.tokenizer\n */\nlunr.tokenizer.separator = /[\\s\\-]+/\n/*!\n * lunr.Pipeline\n * Copyright (C) 2020 Oliver Nightingale\n */\n\n/**\n * lunr.Pipelines maintain an ordered list of functions to be applied to all\n * tokens in documents entering the search index and queries being ran against\n * the index.\n *\n * An instance of lunr.Index created with the lunr shortcut will contain a\n * pipeline with a stop word filter and an English language stemmer. Extra\n * functions can be added before or after either of these functions or these\n * default functions can be removed.\n *\n * When run the pipeline will call each function in turn, passing a token, the\n * index of that token in the original list of all tokens and finally a list of\n * all the original tokens.\n *\n * The output of functions in the pipeline will be passed to the next function\n * in the pipeline. To exclude a token from entering the index the function\n * should return undefined, the rest of the pipeline will not be called with\n * this token.\n *\n * For serialisation of pipelines to work, all functions used in an instance of\n * a pipeline should be registered with lunr.Pipeline. Registered functions can\n * then be loaded. If trying to load a serialised pipeline that uses functions\n * that are not registered an error will be thrown.\n *\n * If not planning on serialising the pipeline then registering pipeline functions\n * is not necessary.\n *\n * @constructor\n */\nlunr.Pipeline = function () {\n this._stack = []\n}\n\nlunr.Pipeline.registeredFunctions = Object.create(null)\n\n/**\n * A pipeline function maps lunr.Token to lunr.Token. A lunr.Token contains the token\n * string as well as all known metadata. A pipeline function can mutate the token string\n * or mutate (or add) metadata for a given token.\n *\n * A pipeline function can indicate that the passed token should be discarded by returning\n * null, undefined or an empty string. This token will not be passed to any downstream pipeline\n * functions and will not be added to the index.\n *\n * Multiple tokens can be returned by returning an array of tokens. Each token will be passed\n * to any downstream pipeline functions and all will returned tokens will be added to the index.\n *\n * Any number of pipeline functions may be chained together using a lunr.Pipeline.\n *\n * @interface lunr.PipelineFunction\n * @param {lunr.Token} token - A token from the document being processed.\n * @param {number} i - The index of this token in the complete list of tokens for this document/field.\n * @param {lunr.Token[]} tokens - All tokens for this document/field.\n * @returns {(?lunr.Token|lunr.Token[])}\n */\n\n/**\n * Register a function with the pipeline.\n *\n * Functions that are used in the pipeline should be registered if the pipeline\n * needs to be serialised, or a serialised pipeline needs to be loaded.\n *\n * Registering a function does not add it to a pipeline, functions must still be\n * added to instances of the pipeline for them to be used when running a pipeline.\n *\n * @param {lunr.PipelineFunction} fn - The function to check for.\n * @param {String} label - The label to register this function with\n */\nlunr.Pipeline.registerFunction = function (fn, label) {\n if (label in this.registeredFunctions) {\n lunr.utils.warn('Overwriting existing registered function: ' + label)\n }\n\n fn.label = label\n lunr.Pipeline.registeredFunctions[fn.label] = fn\n}\n\n/**\n * Warns if the function is not registered as a Pipeline function.\n *\n * @param {lunr.PipelineFunction} fn - The function to check for.\n * @private\n */\nlunr.Pipeline.warnIfFunctionNotRegistered = function (fn) {\n var isRegistered = fn.label && (fn.label in this.registeredFunctions)\n\n if (!isRegistered) {\n lunr.utils.warn('Function is not registered with pipeline. This may cause problems when serialising the index.\\n', fn)\n }\n}\n\n/**\n * Loads a previously serialised pipeline.\n *\n * All functions to be loaded must already be registered with lunr.Pipeline.\n * If any function from the serialised data has not been registered then an\n * error will be thrown.\n *\n * @param {Object} serialised - The serialised pipeline to load.\n * @returns {lunr.Pipeline}\n */\nlunr.Pipeline.load = function (serialised) {\n var pipeline = new lunr.Pipeline\n\n serialised.forEach(function (fnName) {\n var fn = lunr.Pipeline.registeredFunctions[fnName]\n\n if (fn) {\n pipeline.add(fn)\n } else {\n throw new Error('Cannot load unregistered function: ' + fnName)\n }\n })\n\n return pipeline\n}\n\n/**\n * Adds new functions to the end of the pipeline.\n *\n * Logs a warning if the function has not been registered.\n *\n * @param {lunr.PipelineFunction[]} functions - Any number of functions to add to the pipeline.\n */\nlunr.Pipeline.prototype.add = function () {\n var fns = Array.prototype.slice.call(arguments)\n\n fns.forEach(function (fn) {\n lunr.Pipeline.warnIfFunctionNotRegistered(fn)\n this._stack.push(fn)\n }, this)\n}\n\n/**\n * Adds a single function after a function that already exists in the\n * pipeline.\n *\n * Logs a warning if the function has not been registered.\n *\n * @param {lunr.PipelineFunction} existingFn - A function that already exists in the pipeline.\n * @param {lunr.PipelineFunction} newFn - The new function to add to the pipeline.\n */\nlunr.Pipeline.prototype.after = function (existingFn, newFn) {\n lunr.Pipeline.warnIfFunctionNotRegistered(newFn)\n\n var pos = this._stack.indexOf(existingFn)\n if (pos == -1) {\n throw new Error('Cannot find existingFn')\n }\n\n pos = pos + 1\n this._stack.splice(pos, 0, newFn)\n}\n\n/**\n * Adds a single function before a function that already exists in the\n * pipeline.\n *\n * Logs a warning if the function has not been registered.\n *\n * @param {lunr.PipelineFunction} existingFn - A function that already exists in the pipeline.\n * @param {lunr.PipelineFunction} newFn - The new function to add to the pipeline.\n */\nlunr.Pipeline.prototype.before = function (existingFn, newFn) {\n lunr.Pipeline.warnIfFunctionNotRegistered(newFn)\n\n var pos = this._stack.indexOf(existingFn)\n if (pos == -1) {\n throw new Error('Cannot find existingFn')\n }\n\n this._stack.splice(pos, 0, newFn)\n}\n\n/**\n * Removes a function from the pipeline.\n *\n * @param {lunr.PipelineFunction} fn The function to remove from the pipeline.\n */\nlunr.Pipeline.prototype.remove = function (fn) {\n var pos = this._stack.indexOf(fn)\n if (pos == -1) {\n return\n }\n\n this._stack.splice(pos, 1)\n}\n\n/**\n * Runs the current list of functions that make up the pipeline against the\n * passed tokens.\n *\n * @param {Array} tokens The tokens to run through the pipeline.\n * @returns {Array}\n */\nlunr.Pipeline.prototype.run = function (tokens) {\n var stackLength = this._stack.length\n\n for (var i = 0; i < stackLength; i++) {\n var fn = this._stack[i]\n var memo = []\n\n for (var j = 0; j < tokens.length; j++) {\n var result = fn(tokens[j], j, tokens)\n\n if (result === null || result === void 0 || result === '') continue\n\n if (Array.isArray(result)) {\n for (var k = 0; k < result.length; k++) {\n memo.push(result[k])\n }\n } else {\n memo.push(result)\n }\n }\n\n tokens = memo\n }\n\n return tokens\n}\n\n/**\n * Convenience method for passing a string through a pipeline and getting\n * strings out. This method takes care of wrapping the passed string in a\n * token and mapping the resulting tokens back to strings.\n *\n * @param {string} str - The string to pass through the pipeline.\n * @param {?object} metadata - Optional metadata to associate with the token\n * passed to the pipeline.\n * @returns {string[]}\n */\nlunr.Pipeline.prototype.runString = function (str, metadata) {\n var token = new lunr.Token (str, metadata)\n\n return this.run([token]).map(function (t) {\n return t.toString()\n })\n}\n\n/**\n * Resets the pipeline by removing any existing processors.\n *\n */\nlunr.Pipeline.prototype.reset = function () {\n this._stack = []\n}\n\n/**\n * Returns a representation of the pipeline ready for serialisation.\n *\n * Logs a warning if the function has not been registered.\n *\n * @returns {Array}\n */\nlunr.Pipeline.prototype.toJSON = function () {\n return this._stack.map(function (fn) {\n lunr.Pipeline.warnIfFunctionNotRegistered(fn)\n\n return fn.label\n })\n}\n/*!\n * lunr.Vector\n * Copyright (C) 2020 Oliver Nightingale\n */\n\n/**\n * A vector is used to construct the vector space of documents and queries. These\n * vectors support operations to determine the similarity between two documents or\n * a document and a query.\n *\n * Normally no parameters are required for initializing a vector, but in the case of\n * loading a previously dumped vector the raw elements can be provided to the constructor.\n *\n * For performance reasons vectors are implemented with a flat array, where an elements\n * index is immediately followed by its value. E.g. [index, value, index, value]. This\n * allows the underlying array to be as sparse as possible and still offer decent\n * performance when being used for vector calculations.\n *\n * @constructor\n * @param {Number[]} [elements] - The flat list of element index and element value pairs.\n */\nlunr.Vector = function (elements) {\n this._magnitude = 0\n this.elements = elements || []\n}\n\n\n/**\n * Calculates the position within the vector to insert a given index.\n *\n * This is used internally by insert and upsert. If there are duplicate indexes then\n * the position is returned as if the value for that index were to be updated, but it\n * is the callers responsibility to check whether there is a duplicate at that index\n *\n * @param {Number} insertIdx - The index at which the element should be inserted.\n * @returns {Number}\n */\nlunr.Vector.prototype.positionForIndex = function (index) {\n // For an empty vector the tuple can be inserted at the beginning\n if (this.elements.length == 0) {\n return 0\n }\n\n var start = 0,\n end = this.elements.length / 2,\n sliceLength = end - start,\n pivotPoint = Math.floor(sliceLength / 2),\n pivotIndex = this.elements[pivotPoint * 2]\n\n while (sliceLength > 1) {\n if (pivotIndex < index) {\n start = pivotPoint\n }\n\n if (pivotIndex > index) {\n end = pivotPoint\n }\n\n if (pivotIndex == index) {\n break\n }\n\n sliceLength = end - start\n pivotPoint = start + Math.floor(sliceLength / 2)\n pivotIndex = this.elements[pivotPoint * 2]\n }\n\n if (pivotIndex == index) {\n return pivotPoint * 2\n }\n\n if (pivotIndex > index) {\n return pivotPoint * 2\n }\n\n if (pivotIndex < index) {\n return (pivotPoint + 1) * 2\n }\n}\n\n/**\n * Inserts an element at an index within the vector.\n *\n * Does not allow duplicates, will throw an error if there is already an entry\n * for this index.\n *\n * @param {Number} insertIdx - The index at which the element should be inserted.\n * @param {Number} val - The value to be inserted into the vector.\n */\nlunr.Vector.prototype.insert = function (insertIdx, val) {\n this.upsert(insertIdx, val, function () {\n throw \"duplicate index\"\n })\n}\n\n/**\n * Inserts or updates an existing index within the vector.\n *\n * @param {Number} insertIdx - The index at which the element should be inserted.\n * @param {Number} val - The value to be inserted into the vector.\n * @param {function} fn - A function that is called for updates, the existing value and the\n * requested value are passed as arguments\n */\nlunr.Vector.prototype.upsert = function (insertIdx, val, fn) {\n this._magnitude = 0\n var position = this.positionForIndex(insertIdx)\n\n if (this.elements[position] == insertIdx) {\n this.elements[position + 1] = fn(this.elements[position + 1], val)\n } else {\n this.elements.splice(position, 0, insertIdx, val)\n }\n}\n\n/**\n * Calculates the magnitude of this vector.\n *\n * @returns {Number}\n */\nlunr.Vector.prototype.magnitude = function () {\n if (this._magnitude) return this._magnitude\n\n var sumOfSquares = 0,\n elementsLength = this.elements.length\n\n for (var i = 1; i < elementsLength; i += 2) {\n var val = this.elements[i]\n sumOfSquares += val * val\n }\n\n return this._magnitude = Math.sqrt(sumOfSquares)\n}\n\n/**\n * Calculates the dot product of this vector and another vector.\n *\n * @param {lunr.Vector} otherVector - The vector to compute the dot product with.\n * @returns {Number}\n */\nlunr.Vector.prototype.dot = function (otherVector) {\n var dotProduct = 0,\n a = this.elements, b = otherVector.elements,\n aLen = a.length, bLen = b.length,\n aVal = 0, bVal = 0,\n i = 0, j = 0\n\n while (i < aLen && j < bLen) {\n aVal = a[i], bVal = b[j]\n if (aVal < bVal) {\n i += 2\n } else if (aVal > bVal) {\n j += 2\n } else if (aVal == bVal) {\n dotProduct += a[i + 1] * b[j + 1]\n i += 2\n j += 2\n }\n }\n\n return dotProduct\n}\n\n/**\n * Calculates the similarity between this vector and another vector.\n *\n * @param {lunr.Vector} otherVector - The other vector to calculate the\n * similarity with.\n * @returns {Number}\n */\nlunr.Vector.prototype.similarity = function (otherVector) {\n return this.dot(otherVector) / this.magnitude() || 0\n}\n\n/**\n * Converts the vector to an array of the elements within the vector.\n *\n * @returns {Number[]}\n */\nlunr.Vector.prototype.toArray = function () {\n var output = new Array (this.elements.length / 2)\n\n for (var i = 1, j = 0; i < this.elements.length; i += 2, j++) {\n output[j] = this.elements[i]\n }\n\n return output\n}\n\n/**\n * A JSON serializable representation of the vector.\n *\n * @returns {Number[]}\n */\nlunr.Vector.prototype.toJSON = function () {\n return this.elements\n}\n/* eslint-disable */\n/*!\n * lunr.stemmer\n * Copyright (C) 2020 Oliver Nightingale\n * Includes code from - http://tartarus.org/~martin/PorterStemmer/js.txt\n */\n\n/**\n * lunr.stemmer is an english language stemmer, this is a JavaScript\n * implementation of the PorterStemmer taken from http://tartarus.org/~martin\n *\n * @static\n * @implements {lunr.PipelineFunction}\n * @param {lunr.Token} token - The string to stem\n * @returns {lunr.Token}\n * @see {@link lunr.Pipeline}\n * @function\n */\nlunr.stemmer = (function(){\n var step2list = {\n \"ational\" : \"ate\",\n \"tional\" : \"tion\",\n \"enci\" : \"ence\",\n \"anci\" : \"ance\",\n \"izer\" : \"ize\",\n \"bli\" : \"ble\",\n \"alli\" : \"al\",\n \"entli\" : \"ent\",\n \"eli\" : \"e\",\n \"ousli\" : \"ous\",\n \"ization\" : \"ize\",\n \"ation\" : \"ate\",\n \"ator\" : \"ate\",\n \"alism\" : \"al\",\n \"iveness\" : \"ive\",\n \"fulness\" : \"ful\",\n \"ousness\" : \"ous\",\n \"aliti\" : \"al\",\n \"iviti\" : \"ive\",\n \"biliti\" : \"ble\",\n \"logi\" : \"log\"\n },\n\n step3list = {\n \"icate\" : \"ic\",\n \"ative\" : \"\",\n \"alize\" : \"al\",\n \"iciti\" : \"ic\",\n \"ical\" : \"ic\",\n \"ful\" : \"\",\n \"ness\" : \"\"\n },\n\n c = \"[^aeiou]\", // consonant\n v = \"[aeiouy]\", // vowel\n C = c + \"[^aeiouy]*\", // consonant sequence\n V = v + \"[aeiou]*\", // vowel sequence\n\n mgr0 = \"^(\" + C + \")?\" + V + C, // [C]VC... is m>0\n meq1 = \"^(\" + C + \")?\" + V + C + \"(\" + V + \")?$\", // [C]VC[V] is m=1\n mgr1 = \"^(\" + C + \")?\" + V + C + V + C, // [C]VCVC... is m>1\n s_v = \"^(\" + C + \")?\" + v; // vowel in stem\n\n var re_mgr0 = new RegExp(mgr0);\n var re_mgr1 = new RegExp(mgr1);\n var re_meq1 = new RegExp(meq1);\n var re_s_v = new RegExp(s_v);\n\n var re_1a = /^(.+?)(ss|i)es$/;\n var re2_1a = /^(.+?)([^s])s$/;\n var re_1b = /^(.+?)eed$/;\n var re2_1b = /^(.+?)(ed|ing)$/;\n var re_1b_2 = /.$/;\n var re2_1b_2 = /(at|bl|iz)$/;\n var re3_1b_2 = new RegExp(\"([^aeiouylsz])\\\\1$\");\n var re4_1b_2 = new RegExp(\"^\" + C + v + \"[^aeiouwxy]$\");\n\n var re_1c = /^(.+?[^aeiou])y$/;\n var re_2 = /^(.+?)(ational|tional|enci|anci|izer|bli|alli|entli|eli|ousli|ization|ation|ator|alism|iveness|fulness|ousness|aliti|iviti|biliti|logi)$/;\n\n var re_3 = /^(.+?)(icate|ative|alize|iciti|ical|ful|ness)$/;\n\n var re_4 = /^(.+?)(al|ance|ence|er|ic|able|ible|ant|ement|ment|ent|ou|ism|ate|iti|ous|ive|ize)$/;\n var re2_4 = /^(.+?)(s|t)(ion)$/;\n\n var re_5 = /^(.+?)e$/;\n var re_5_1 = /ll$/;\n var re3_5 = new RegExp(\"^\" + C + v + \"[^aeiouwxy]$\");\n\n var porterStemmer = function porterStemmer(w) {\n var stem,\n suffix,\n firstch,\n re,\n re2,\n re3,\n re4;\n\n if (w.length < 3) { return w; }\n\n firstch = w.substr(0,1);\n if (firstch == \"y\") {\n w = firstch.toUpperCase() + w.substr(1);\n }\n\n // Step 1a\n re = re_1a\n re2 = re2_1a;\n\n if (re.test(w)) { w = w.replace(re,\"$1$2\"); }\n else if (re2.test(w)) { w = w.replace(re2,\"$1$2\"); }\n\n // Step 1b\n re = re_1b;\n re2 = re2_1b;\n if (re.test(w)) {\n var fp = re.exec(w);\n re = re_mgr0;\n if (re.test(fp[1])) {\n re = re_1b_2;\n w = w.replace(re,\"\");\n }\n } else if (re2.test(w)) {\n var fp = re2.exec(w);\n stem = fp[1];\n re2 = re_s_v;\n if (re2.test(stem)) {\n w = stem;\n re2 = re2_1b_2;\n re3 = re3_1b_2;\n re4 = re4_1b_2;\n if (re2.test(w)) { w = w + \"e\"; }\n else if (re3.test(w)) { re = re_1b_2; w = w.replace(re,\"\"); }\n else if (re4.test(w)) { w = w + \"e\"; }\n }\n }\n\n // Step 1c - replace suffix y or Y by i if preceded by a non-vowel which is not the first letter of the word (so cry -> cri, by -> by, say -> say)\n re = re_1c;\n if (re.test(w)) {\n var fp = re.exec(w);\n stem = fp[1];\n w = stem + \"i\";\n }\n\n // Step 2\n re = re_2;\n if (re.test(w)) {\n var fp = re.exec(w);\n stem = fp[1];\n suffix = fp[2];\n re = re_mgr0;\n if (re.test(stem)) {\n w = stem + step2list[suffix];\n }\n }\n\n // Step 3\n re = re_3;\n if (re.test(w)) {\n var fp = re.exec(w);\n stem = fp[1];\n suffix = fp[2];\n re = re_mgr0;\n if (re.test(stem)) {\n w = stem + step3list[suffix];\n }\n }\n\n // Step 4\n re = re_4;\n re2 = re2_4;\n if (re.test(w)) {\n var fp = re.exec(w);\n stem = fp[1];\n re = re_mgr1;\n if (re.test(stem)) {\n w = stem;\n }\n } else if (re2.test(w)) {\n var fp = re2.exec(w);\n stem = fp[1] + fp[2];\n re2 = re_mgr1;\n if (re2.test(stem)) {\n w = stem;\n }\n }\n\n // Step 5\n re = re_5;\n if (re.test(w)) {\n var fp = re.exec(w);\n stem = fp[1];\n re = re_mgr1;\n re2 = re_meq1;\n re3 = re3_5;\n if (re.test(stem) || (re2.test(stem) && !(re3.test(stem)))) {\n w = stem;\n }\n }\n\n re = re_5_1;\n re2 = re_mgr1;\n if (re.test(w) && re2.test(w)) {\n re = re_1b_2;\n w = w.replace(re,\"\");\n }\n\n // and turn initial Y back to y\n\n if (firstch == \"y\") {\n w = firstch.toLowerCase() + w.substr(1);\n }\n\n return w;\n };\n\n return function (token) {\n return token.update(porterStemmer);\n }\n})();\n\nlunr.Pipeline.registerFunction(lunr.stemmer, 'stemmer')\n/*!\n * lunr.stopWordFilter\n * Copyright (C) 2020 Oliver Nightingale\n */\n\n/**\n * lunr.generateStopWordFilter builds a stopWordFilter function from the provided\n * list of stop words.\n *\n * The built in lunr.stopWordFilter is built using this generator and can be used\n * to generate custom stopWordFilters for applications or non English languages.\n *\n * @function\n * @param {Array} token The token to pass through the filter\n * @returns {lunr.PipelineFunction}\n * @see lunr.Pipeline\n * @see lunr.stopWordFilter\n */\nlunr.generateStopWordFilter = function (stopWords) {\n var words = stopWords.reduce(function (memo, stopWord) {\n memo[stopWord] = stopWord\n return memo\n }, {})\n\n return function (token) {\n if (token && words[token.toString()] !== token.toString()) return token\n }\n}\n\n/**\n * lunr.stopWordFilter is an English language stop word list filter, any words\n * contained in the list will not be passed through the filter.\n *\n * This is intended to be used in the Pipeline. If the token does not pass the\n * filter then undefined will be returned.\n *\n * @function\n * @implements {lunr.PipelineFunction}\n * @params {lunr.Token} token - A token to check for being a stop word.\n * @returns {lunr.Token}\n * @see {@link lunr.Pipeline}\n */\nlunr.stopWordFilter = lunr.generateStopWordFilter([\n 'a',\n 'able',\n 'about',\n 'across',\n 'after',\n 'all',\n 'almost',\n 'also',\n 'am',\n 'among',\n 'an',\n 'and',\n 'any',\n 'are',\n 'as',\n 'at',\n 'be',\n 'because',\n 'been',\n 'but',\n 'by',\n 'can',\n 'cannot',\n 'could',\n 'dear',\n 'did',\n 'do',\n 'does',\n 'either',\n 'else',\n 'ever',\n 'every',\n 'for',\n 'from',\n 'get',\n 'got',\n 'had',\n 'has',\n 'have',\n 'he',\n 'her',\n 'hers',\n 'him',\n 'his',\n 'how',\n 'however',\n 'i',\n 'if',\n 'in',\n 'into',\n 'is',\n 'it',\n 'its',\n 'just',\n 'least',\n 'let',\n 'like',\n 'likely',\n 'may',\n 'me',\n 'might',\n 'most',\n 'must',\n 'my',\n 'neither',\n 'no',\n 'nor',\n 'not',\n 'of',\n 'off',\n 'often',\n 'on',\n 'only',\n 'or',\n 'other',\n 'our',\n 'own',\n 'rather',\n 'said',\n 'say',\n 'says',\n 'she',\n 'should',\n 'since',\n 'so',\n 'some',\n 'than',\n 'that',\n 'the',\n 'their',\n 'them',\n 'then',\n 'there',\n 'these',\n 'they',\n 'this',\n 'tis',\n 'to',\n 'too',\n 'twas',\n 'us',\n 'wants',\n 'was',\n 'we',\n 'were',\n 'what',\n 'when',\n 'where',\n 'which',\n 'while',\n 'who',\n 'whom',\n 'why',\n 'will',\n 'with',\n 'would',\n 'yet',\n 'you',\n 'your'\n])\n\nlunr.Pipeline.registerFunction(lunr.stopWordFilter, 'stopWordFilter')\n/*!\n * lunr.trimmer\n * Copyright (C) 2020 Oliver Nightingale\n */\n\n/**\n * lunr.trimmer is a pipeline function for trimming non word\n * characters from the beginning and end of tokens before they\n * enter the index.\n *\n * This implementation may not work correctly for non latin\n * characters and should either be removed or adapted for use\n * with languages with non-latin characters.\n *\n * @static\n * @implements {lunr.PipelineFunction}\n * @param {lunr.Token} token The token to pass through the filter\n * @returns {lunr.Token}\n * @see lunr.Pipeline\n */\nlunr.trimmer = function (token) {\n return token.update(function (s) {\n return s.replace(/^\\W+/, '').replace(/\\W+$/, '')\n })\n}\n\nlunr.Pipeline.registerFunction(lunr.trimmer, 'trimmer')\n/*!\n * lunr.TokenSet\n * Copyright (C) 2020 Oliver Nightingale\n */\n\n/**\n * A token set is used to store the unique list of all tokens\n * within an index. Token sets are also used to represent an\n * incoming query to the index, this query token set and index\n * token set are then intersected to find which tokens to look\n * up in the inverted index.\n *\n * A token set can hold multiple tokens, as in the case of the\n * index token set, or it can hold a single token as in the\n * case of a simple query token set.\n *\n * Additionally token sets are used to perform wildcard matching.\n * Leading, contained and trailing wildcards are supported, and\n * from this edit distance matching can also be provided.\n *\n * Token sets are implemented as a minimal finite state automata,\n * where both common prefixes and suffixes are shared between tokens.\n * This helps to reduce the space used for storing the token set.\n *\n * @constructor\n */\nlunr.TokenSet = function () {\n this.final = false\n this.edges = {}\n this.id = lunr.TokenSet._nextId\n lunr.TokenSet._nextId += 1\n}\n\n/**\n * Keeps track of the next, auto increment, identifier to assign\n * to a new tokenSet.\n *\n * TokenSets require a unique identifier to be correctly minimised.\n *\n * @private\n */\nlunr.TokenSet._nextId = 1\n\n/**\n * Creates a TokenSet instance from the given sorted array of words.\n *\n * @param {String[]} arr - A sorted array of strings to create the set from.\n * @returns {lunr.TokenSet}\n * @throws Will throw an error if the input array is not sorted.\n */\nlunr.TokenSet.fromArray = function (arr) {\n var builder = new lunr.TokenSet.Builder\n\n for (var i = 0, len = arr.length; i < len; i++) {\n builder.insert(arr[i])\n }\n\n builder.finish()\n return builder.root\n}\n\n/**\n * Creates a token set from a query clause.\n *\n * @private\n * @param {Object} clause - A single clause from lunr.Query.\n * @param {string} clause.term - The query clause term.\n * @param {number} [clause.editDistance] - The optional edit distance for the term.\n * @returns {lunr.TokenSet}\n */\nlunr.TokenSet.fromClause = function (clause) {\n if ('editDistance' in clause) {\n return lunr.TokenSet.fromFuzzyString(clause.term, clause.editDistance)\n } else {\n return lunr.TokenSet.fromString(clause.term)\n }\n}\n\n/**\n * Creates a token set representing a single string with a specified\n * edit distance.\n *\n * Insertions, deletions, substitutions and transpositions are each\n * treated as an edit distance of 1.\n *\n * Increasing the allowed edit distance will have a dramatic impact\n * on the performance of both creating and intersecting these TokenSets.\n * It is advised to keep the edit distance less than 3.\n *\n * @param {string} str - The string to create the token set from.\n * @param {number} editDistance - The allowed edit distance to match.\n * @returns {lunr.Vector}\n */\nlunr.TokenSet.fromFuzzyString = function (str, editDistance) {\n var root = new lunr.TokenSet\n\n var stack = [{\n node: root,\n editsRemaining: editDistance,\n str: str\n }]\n\n while (stack.length) {\n var frame = stack.pop()\n\n // no edit\n if (frame.str.length > 0) {\n var char = frame.str.charAt(0),\n noEditNode\n\n if (char in frame.node.edges) {\n noEditNode = frame.node.edges[char]\n } else {\n noEditNode = new lunr.TokenSet\n frame.node.edges[char] = noEditNode\n }\n\n if (frame.str.length == 1) {\n noEditNode.final = true\n }\n\n stack.push({\n node: noEditNode,\n editsRemaining: frame.editsRemaining,\n str: frame.str.slice(1)\n })\n }\n\n if (frame.editsRemaining == 0) {\n continue\n }\n\n // insertion\n if (\"*\" in frame.node.edges) {\n var insertionNode = frame.node.edges[\"*\"]\n } else {\n var insertionNode = new lunr.TokenSet\n frame.node.edges[\"*\"] = insertionNode\n }\n\n if (frame.str.length == 0) {\n insertionNode.final = true\n }\n\n stack.push({\n node: insertionNode,\n editsRemaining: frame.editsRemaining - 1,\n str: frame.str\n })\n\n // deletion\n // can only do a deletion if we have enough edits remaining\n // and if there are characters left to delete in the string\n if (frame.str.length > 1) {\n stack.push({\n node: frame.node,\n editsRemaining: frame.editsRemaining - 1,\n str: frame.str.slice(1)\n })\n }\n\n // deletion\n // just removing the last character from the str\n if (frame.str.length == 1) {\n frame.node.final = true\n }\n\n // substitution\n // can only do a substitution if we have enough edits remaining\n // and if there are characters left to substitute\n if (frame.str.length >= 1) {\n if (\"*\" in frame.node.edges) {\n var substitutionNode = frame.node.edges[\"*\"]\n } else {\n var substitutionNode = new lunr.TokenSet\n frame.node.edges[\"*\"] = substitutionNode\n }\n\n if (frame.str.length == 1) {\n substitutionNode.final = true\n }\n\n stack.push({\n node: substitutionNode,\n editsRemaining: frame.editsRemaining - 1,\n str: frame.str.slice(1)\n })\n }\n\n // transposition\n // can only do a transposition if there are edits remaining\n // and there are enough characters to transpose\n if (frame.str.length > 1) {\n var charA = frame.str.charAt(0),\n charB = frame.str.charAt(1),\n transposeNode\n\n if (charB in frame.node.edges) {\n transposeNode = frame.node.edges[charB]\n } else {\n transposeNode = new lunr.TokenSet\n frame.node.edges[charB] = transposeNode\n }\n\n if (frame.str.length == 1) {\n transposeNode.final = true\n }\n\n stack.push({\n node: transposeNode,\n editsRemaining: frame.editsRemaining - 1,\n str: charA + frame.str.slice(2)\n })\n }\n }\n\n return root\n}\n\n/**\n * Creates a TokenSet from a string.\n *\n * The string may contain one or more wildcard characters (*)\n * that will allow wildcard matching when intersecting with\n * another TokenSet.\n *\n * @param {string} str - The string to create a TokenSet from.\n * @returns {lunr.TokenSet}\n */\nlunr.TokenSet.fromString = function (str) {\n var node = new lunr.TokenSet,\n root = node\n\n /*\n * Iterates through all characters within the passed string\n * appending a node for each character.\n *\n * When a wildcard character is found then a self\n * referencing edge is introduced to continually match\n * any number of any characters.\n */\n for (var i = 0, len = str.length; i < len; i++) {\n var char = str[i],\n final = (i == len - 1)\n\n if (char == \"*\") {\n node.edges[char] = node\n node.final = final\n\n } else {\n var next = new lunr.TokenSet\n next.final = final\n\n node.edges[char] = next\n node = next\n }\n }\n\n return root\n}\n\n/**\n * Converts this TokenSet into an array of strings\n * contained within the TokenSet.\n *\n * This is not intended to be used on a TokenSet that\n * contains wildcards, in these cases the results are\n * undefined and are likely to cause an infinite loop.\n *\n * @returns {string[]}\n */\nlunr.TokenSet.prototype.toArray = function () {\n var words = []\n\n var stack = [{\n prefix: \"\",\n node: this\n }]\n\n while (stack.length) {\n var frame = stack.pop(),\n edges = Object.keys(frame.node.edges),\n len = edges.length\n\n if (frame.node.final) {\n /* In Safari, at this point the prefix is sometimes corrupted, see:\n * https://github.com/olivernn/lunr.js/issues/279 Calling any\n * String.prototype method forces Safari to \"cast\" this string to what\n * it's supposed to be, fixing the bug. */\n frame.prefix.charAt(0)\n words.push(frame.prefix)\n }\n\n for (var i = 0; i < len; i++) {\n var edge = edges[i]\n\n stack.push({\n prefix: frame.prefix.concat(edge),\n node: frame.node.edges[edge]\n })\n }\n }\n\n return words\n}\n\n/**\n * Generates a string representation of a TokenSet.\n *\n * This is intended to allow TokenSets to be used as keys\n * in objects, largely to aid the construction and minimisation\n * of a TokenSet. As such it is not designed to be a human\n * friendly representation of the TokenSet.\n *\n * @returns {string}\n */\nlunr.TokenSet.prototype.toString = function () {\n // NOTE: Using Object.keys here as this.edges is very likely\n // to enter 'hash-mode' with many keys being added\n //\n // avoiding a for-in loop here as it leads to the function\n // being de-optimised (at least in V8). From some simple\n // benchmarks the performance is comparable, but allowing\n // V8 to optimize may mean easy performance wins in the future.\n\n if (this._str) {\n return this._str\n }\n\n var str = this.final ? '1' : '0',\n labels = Object.keys(this.edges).sort(),\n len = labels.length\n\n for (var i = 0; i < len; i++) {\n var label = labels[i],\n node = this.edges[label]\n\n str = str + label + node.id\n }\n\n return str\n}\n\n/**\n * Returns a new TokenSet that is the intersection of\n * this TokenSet and the passed TokenSet.\n *\n * This intersection will take into account any wildcards\n * contained within the TokenSet.\n *\n * @param {lunr.TokenSet} b - An other TokenSet to intersect with.\n * @returns {lunr.TokenSet}\n */\nlunr.TokenSet.prototype.intersect = function (b) {\n var output = new lunr.TokenSet,\n frame = undefined\n\n var stack = [{\n qNode: b,\n output: output,\n node: this\n }]\n\n while (stack.length) {\n frame = stack.pop()\n\n // NOTE: As with the #toString method, we are using\n // Object.keys and a for loop instead of a for-in loop\n // as both of these objects enter 'hash' mode, causing\n // the function to be de-optimised in V8\n var qEdges = Object.keys(frame.qNode.edges),\n qLen = qEdges.length,\n nEdges = Object.keys(frame.node.edges),\n nLen = nEdges.length\n\n for (var q = 0; q < qLen; q++) {\n var qEdge = qEdges[q]\n\n for (var n = 0; n < nLen; n++) {\n var nEdge = nEdges[n]\n\n if (nEdge == qEdge || qEdge == '*') {\n var node = frame.node.edges[nEdge],\n qNode = frame.qNode.edges[qEdge],\n final = node.final && qNode.final,\n next = undefined\n\n if (nEdge in frame.output.edges) {\n // an edge already exists for this character\n // no need to create a new node, just set the finality\n // bit unless this node is already final\n next = frame.output.edges[nEdge]\n next.final = next.final || final\n\n } else {\n // no edge exists yet, must create one\n // set the finality bit and insert it\n // into the output\n next = new lunr.TokenSet\n next.final = final\n frame.output.edges[nEdge] = next\n }\n\n stack.push({\n qNode: qNode,\n output: next,\n node: node\n })\n }\n }\n }\n }\n\n return output\n}\nlunr.TokenSet.Builder = function () {\n this.previousWord = \"\"\n this.root = new lunr.TokenSet\n this.uncheckedNodes = []\n this.minimizedNodes = {}\n}\n\nlunr.TokenSet.Builder.prototype.insert = function (word) {\n var node,\n commonPrefix = 0\n\n if (word < this.previousWord) {\n throw new Error (\"Out of order word insertion\")\n }\n\n for (var i = 0; i < word.length && i < this.previousWord.length; i++) {\n if (word[i] != this.previousWord[i]) break\n commonPrefix++\n }\n\n this.minimize(commonPrefix)\n\n if (this.uncheckedNodes.length == 0) {\n node = this.root\n } else {\n node = this.uncheckedNodes[this.uncheckedNodes.length - 1].child\n }\n\n for (var i = commonPrefix; i < word.length; i++) {\n var nextNode = new lunr.TokenSet,\n char = word[i]\n\n node.edges[char] = nextNode\n\n this.uncheckedNodes.push({\n parent: node,\n char: char,\n child: nextNode\n })\n\n node = nextNode\n }\n\n node.final = true\n this.previousWord = word\n}\n\nlunr.TokenSet.Builder.prototype.finish = function () {\n this.minimize(0)\n}\n\nlunr.TokenSet.Builder.prototype.minimize = function (downTo) {\n for (var i = this.uncheckedNodes.length - 1; i >= downTo; i--) {\n var node = this.uncheckedNodes[i],\n childKey = node.child.toString()\n\n if (childKey in this.minimizedNodes) {\n node.parent.edges[node.char] = this.minimizedNodes[childKey]\n } else {\n // Cache the key for this node since\n // we know it can't change anymore\n node.child._str = childKey\n\n this.minimizedNodes[childKey] = node.child\n }\n\n this.uncheckedNodes.pop()\n }\n}\n/*!\n * lunr.Index\n * Copyright (C) 2020 Oliver Nightingale\n */\n\n/**\n * An index contains the built index of all documents and provides a query interface\n * to the index.\n *\n * Usually instances of lunr.Index will not be created using this constructor, instead\n * lunr.Builder should be used to construct new indexes, or lunr.Index.load should be\n * used to load previously built and serialized indexes.\n *\n * @constructor\n * @param {Object} attrs - The attributes of the built search index.\n * @param {Object} attrs.invertedIndex - An index of term/field to document reference.\n * @param {Object} attrs.fieldVectors - Field vectors\n * @param {lunr.TokenSet} attrs.tokenSet - An set of all corpus tokens.\n * @param {string[]} attrs.fields - The names of indexed document fields.\n * @param {lunr.Pipeline} attrs.pipeline - The pipeline to use for search terms.\n */\nlunr.Index = function (attrs) {\n this.invertedIndex = attrs.invertedIndex\n this.fieldVectors = attrs.fieldVectors\n this.tokenSet = attrs.tokenSet\n this.fields = attrs.fields\n this.pipeline = attrs.pipeline\n}\n\n/**\n * A result contains details of a document matching a search query.\n * @typedef {Object} lunr.Index~Result\n * @property {string} ref - The reference of the document this result represents.\n * @property {number} score - A number between 0 and 1 representing how similar this document is to the query.\n * @property {lunr.MatchData} matchData - Contains metadata about this match including which term(s) caused the match.\n */\n\n/**\n * Although lunr provides the ability to create queries using lunr.Query, it also provides a simple\n * query language which itself is parsed into an instance of lunr.Query.\n *\n * For programmatically building queries it is advised to directly use lunr.Query, the query language\n * is best used for human entered text rather than program generated text.\n *\n * At its simplest queries can just be a single term, e.g. `hello`, multiple terms are also supported\n * and will be combined with OR, e.g `hello world` will match documents that contain either 'hello'\n * or 'world', though those that contain both will rank higher in the results.\n *\n * Wildcards can be included in terms to match one or more unspecified characters, these wildcards can\n * be inserted anywhere within the term, and more than one wildcard can exist in a single term. Adding\n * wildcards will increase the number of documents that will be found but can also have a negative\n * impact on query performance, especially with wildcards at the beginning of a term.\n *\n * Terms can be restricted to specific fields, e.g. `title:hello`, only documents with the term\n * hello in the title field will match this query. Using a field not present in the index will lead\n * to an error being thrown.\n *\n * Modifiers can also be added to terms, lunr supports edit distance and boost modifiers on terms. A term\n * boost will make documents matching that term score higher, e.g. `foo^5`. Edit distance is also supported\n * to provide fuzzy matching, e.g. 'hello~2' will match documents with hello with an edit distance of 2.\n * Avoid large values for edit distance to improve query performance.\n *\n * Each term also supports a presence modifier. By default a term's presence in document is optional, however\n * this can be changed to either required or prohibited. For a term's presence to be required in a document the\n * term should be prefixed with a '+', e.g. `+foo bar` is a search for documents that must contain 'foo' and\n * optionally contain 'bar'. Conversely a leading '-' sets the terms presence to prohibited, i.e. it must not\n * appear in a document, e.g. `-foo bar` is a search for documents that do not contain 'foo' but may contain 'bar'.\n *\n * To escape special characters the backslash character '\\' can be used, this allows searches to include\n * characters that would normally be considered modifiers, e.g. `foo\\~2` will search for a term \"foo~2\" instead\n * of attempting to apply a boost of 2 to the search term \"foo\".\n *\n * @typedef {string} lunr.Index~QueryString\n * @example Simple single term query\n * hello\n * @example Multiple term query\n * hello world\n * @example term scoped to a field\n * title:hello\n * @example term with a boost of 10\n * hello^10\n * @example term with an edit distance of 2\n * hello~2\n * @example terms with presence modifiers\n * -foo +bar baz\n */\n\n/**\n * Performs a search against the index using lunr query syntax.\n *\n * Results will be returned sorted by their score, the most relevant results\n * will be returned first. For details on how the score is calculated, please see\n * the {@link https://lunrjs.com/guides/searching.html#scoring|guide}.\n *\n * For more programmatic querying use lunr.Index#query.\n *\n * @param {lunr.Index~QueryString} queryString - A string containing a lunr query.\n * @throws {lunr.QueryParseError} If the passed query string cannot be parsed.\n * @returns {lunr.Index~Result[]}\n */\nlunr.Index.prototype.search = function (queryString) {\n return this.query(function (query) {\n var parser = new lunr.QueryParser(queryString, query)\n parser.parse()\n })\n}\n\n/**\n * A query builder callback provides a query object to be used to express\n * the query to perform on the index.\n *\n * @callback lunr.Index~queryBuilder\n * @param {lunr.Query} query - The query object to build up.\n * @this lunr.Query\n */\n\n/**\n * Performs a query against the index using the yielded lunr.Query object.\n *\n * If performing programmatic queries against the index, this method is preferred\n * over lunr.Index#search so as to avoid the additional query parsing overhead.\n *\n * A query object is yielded to the supplied function which should be used to\n * express the query to be run against the index.\n *\n * Note that although this function takes a callback parameter it is _not_ an\n * asynchronous operation, the callback is just yielded a query object to be\n * customized.\n *\n * @param {lunr.Index~queryBuilder} fn - A function that is used to build the query.\n * @returns {lunr.Index~Result[]}\n */\nlunr.Index.prototype.query = function (fn) {\n // for each query clause\n // * process terms\n // * expand terms from token set\n // * find matching documents and metadata\n // * get document vectors\n // * score documents\n\n var query = new lunr.Query(this.fields),\n matchingFields = Object.create(null),\n queryVectors = Object.create(null),\n termFieldCache = Object.create(null),\n requiredMatches = Object.create(null),\n prohibitedMatches = Object.create(null)\n\n /*\n * To support field level boosts a query vector is created per\n * field. An empty vector is eagerly created to support negated\n * queries.\n */\n for (var i = 0; i < this.fields.length; i++) {\n queryVectors[this.fields[i]] = new lunr.Vector\n }\n\n fn.call(query, query)\n\n for (var i = 0; i < query.clauses.length; i++) {\n /*\n * Unless the pipeline has been disabled for this term, which is\n * the case for terms with wildcards, we need to pass the clause\n * term through the search pipeline. A pipeline returns an array\n * of processed terms. Pipeline functions may expand the passed\n * term, which means we may end up performing multiple index lookups\n * for a single query term.\n */\n var clause = query.clauses[i],\n terms = null,\n clauseMatches = lunr.Set.empty\n\n if (clause.usePipeline) {\n terms = this.pipeline.runString(clause.term, {\n fields: clause.fields\n })\n } else {\n terms = [clause.term]\n }\n\n for (var m = 0; m < terms.length; m++) {\n var term = terms[m]\n\n /*\n * Each term returned from the pipeline needs to use the same query\n * clause object, e.g. the same boost and or edit distance. The\n * simplest way to do this is to re-use the clause object but mutate\n * its term property.\n */\n clause.term = term\n\n /*\n * From the term in the clause we create a token set which will then\n * be used to intersect the indexes token set to get a list of terms\n * to lookup in the inverted index\n */\n var termTokenSet = lunr.TokenSet.fromClause(clause),\n expandedTerms = this.tokenSet.intersect(termTokenSet).toArray()\n\n /*\n * If a term marked as required does not exist in the tokenSet it is\n * impossible for the search to return any matches. We set all the field\n * scoped required matches set to empty and stop examining any further\n * clauses.\n */\n if (expandedTerms.length === 0 && clause.presence === lunr.Query.presence.REQUIRED) {\n for (var k = 0; k < clause.fields.length; k++) {\n var field = clause.fields[k]\n requiredMatches[field] = lunr.Set.empty\n }\n\n break\n }\n\n for (var j = 0; j < expandedTerms.length; j++) {\n /*\n * For each term get the posting and termIndex, this is required for\n * building the query vector.\n */\n var expandedTerm = expandedTerms[j],\n posting = this.invertedIndex[expandedTerm],\n termIndex = posting._index\n\n for (var k = 0; k < clause.fields.length; k++) {\n /*\n * For each field that this query term is scoped by (by default\n * all fields are in scope) we need to get all the document refs\n * that have this term in that field.\n *\n * The posting is the entry in the invertedIndex for the matching\n * term from above.\n */\n var field = clause.fields[k],\n fieldPosting = posting[field],\n matchingDocumentRefs = Object.keys(fieldPosting),\n termField = expandedTerm + \"/\" + field,\n matchingDocumentsSet = new lunr.Set(matchingDocumentRefs)\n\n /*\n * if the presence of this term is required ensure that the matching\n * documents are added to the set of required matches for this clause.\n *\n */\n if (clause.presence == lunr.Query.presence.REQUIRED) {\n clauseMatches = clauseMatches.union(matchingDocumentsSet)\n\n if (requiredMatches[field] === undefined) {\n requiredMatches[field] = lunr.Set.complete\n }\n }\n\n /*\n * if the presence of this term is prohibited ensure that the matching\n * documents are added to the set of prohibited matches for this field,\n * creating that set if it does not yet exist.\n */\n if (clause.presence == lunr.Query.presence.PROHIBITED) {\n if (prohibitedMatches[field] === undefined) {\n prohibitedMatches[field] = lunr.Set.empty\n }\n\n prohibitedMatches[field] = prohibitedMatches[field].union(matchingDocumentsSet)\n\n /*\n * Prohibited matches should not be part of the query vector used for\n * similarity scoring and no metadata should be extracted so we continue\n * to the next field\n */\n continue\n }\n\n /*\n * The query field vector is populated using the termIndex found for\n * the term and a unit value with the appropriate boost applied.\n * Using upsert because there could already be an entry in the vector\n * for the term we are working with. In that case we just add the scores\n * together.\n */\n queryVectors[field].upsert(termIndex, clause.boost, function (a, b) { return a + b })\n\n /**\n * If we've already seen this term, field combo then we've already collected\n * the matching documents and metadata, no need to go through all that again\n */\n if (termFieldCache[termField]) {\n continue\n }\n\n for (var l = 0; l < matchingDocumentRefs.length; l++) {\n /*\n * All metadata for this term/field/document triple\n * are then extracted and collected into an instance\n * of lunr.MatchData ready to be returned in the query\n * results\n */\n var matchingDocumentRef = matchingDocumentRefs[l],\n matchingFieldRef = new lunr.FieldRef (matchingDocumentRef, field),\n metadata = fieldPosting[matchingDocumentRef],\n fieldMatch\n\n if ((fieldMatch = matchingFields[matchingFieldRef]) === undefined) {\n matchingFields[matchingFieldRef] = new lunr.MatchData (expandedTerm, field, metadata)\n } else {\n fieldMatch.add(expandedTerm, field, metadata)\n }\n\n }\n\n termFieldCache[termField] = true\n }\n }\n }\n\n /**\n * If the presence was required we need to update the requiredMatches field sets.\n * We do this after all fields for the term have collected their matches because\n * the clause terms presence is required in _any_ of the fields not _all_ of the\n * fields.\n */\n if (clause.presence === lunr.Query.presence.REQUIRED) {\n for (var k = 0; k < clause.fields.length; k++) {\n var field = clause.fields[k]\n requiredMatches[field] = requiredMatches[field].intersect(clauseMatches)\n }\n }\n }\n\n /**\n * Need to combine the field scoped required and prohibited\n * matching documents into a global set of required and prohibited\n * matches\n */\n var allRequiredMatches = lunr.Set.complete,\n allProhibitedMatches = lunr.Set.empty\n\n for (var i = 0; i < this.fields.length; i++) {\n var field = this.fields[i]\n\n if (requiredMatches[field]) {\n allRequiredMatches = allRequiredMatches.intersect(requiredMatches[field])\n }\n\n if (prohibitedMatches[field]) {\n allProhibitedMatches = allProhibitedMatches.union(prohibitedMatches[field])\n }\n }\n\n var matchingFieldRefs = Object.keys(matchingFields),\n results = [],\n matches = Object.create(null)\n\n /*\n * If the query is negated (contains only prohibited terms)\n * we need to get _all_ fieldRefs currently existing in the\n * index. This is only done when we know that the query is\n * entirely prohibited terms to avoid any cost of getting all\n * fieldRefs unnecessarily.\n *\n * Additionally, blank MatchData must be created to correctly\n * populate the results.\n */\n if (query.isNegated()) {\n matchingFieldRefs = Object.keys(this.fieldVectors)\n\n for (var i = 0; i < matchingFieldRefs.length; i++) {\n var matchingFieldRef = matchingFieldRefs[i]\n var fieldRef = lunr.FieldRef.fromString(matchingFieldRef)\n matchingFields[matchingFieldRef] = new lunr.MatchData\n }\n }\n\n for (var i = 0; i < matchingFieldRefs.length; i++) {\n /*\n * Currently we have document fields that match the query, but we\n * need to return documents. The matchData and scores are combined\n * from multiple fields belonging to the same document.\n *\n * Scores are calculated by field, using the query vectors created\n * above, and combined into a final document score using addition.\n */\n var fieldRef = lunr.FieldRef.fromString(matchingFieldRefs[i]),\n docRef = fieldRef.docRef\n\n if (!allRequiredMatches.contains(docRef)) {\n continue\n }\n\n if (allProhibitedMatches.contains(docRef)) {\n continue\n }\n\n var fieldVector = this.fieldVectors[fieldRef],\n score = queryVectors[fieldRef.fieldName].similarity(fieldVector),\n docMatch\n\n if ((docMatch = matches[docRef]) !== undefined) {\n docMatch.score += score\n docMatch.matchData.combine(matchingFields[fieldRef])\n } else {\n var match = {\n ref: docRef,\n score: score,\n matchData: matchingFields[fieldRef]\n }\n matches[docRef] = match\n results.push(match)\n }\n }\n\n /*\n * Sort the results objects by score, highest first.\n */\n return results.sort(function (a, b) {\n return b.score - a.score\n })\n}\n\n/**\n * Prepares the index for JSON serialization.\n *\n * The schema for this JSON blob will be described in a\n * separate JSON schema file.\n *\n * @returns {Object}\n */\nlunr.Index.prototype.toJSON = function () {\n var invertedIndex = Object.keys(this.invertedIndex)\n .sort()\n .map(function (term) {\n return [term, this.invertedIndex[term]]\n }, this)\n\n var fieldVectors = Object.keys(this.fieldVectors)\n .map(function (ref) {\n return [ref, this.fieldVectors[ref].toJSON()]\n }, this)\n\n return {\n version: lunr.version,\n fields: this.fields,\n fieldVectors: fieldVectors,\n invertedIndex: invertedIndex,\n pipeline: this.pipeline.toJSON()\n }\n}\n\n/**\n * Loads a previously serialized lunr.Index\n *\n * @param {Object} serializedIndex - A previously serialized lunr.Index\n * @returns {lunr.Index}\n */\nlunr.Index.load = function (serializedIndex) {\n var attrs = {},\n fieldVectors = {},\n serializedVectors = serializedIndex.fieldVectors,\n invertedIndex = Object.create(null),\n serializedInvertedIndex = serializedIndex.invertedIndex,\n tokenSetBuilder = new lunr.TokenSet.Builder,\n pipeline = lunr.Pipeline.load(serializedIndex.pipeline)\n\n if (serializedIndex.version != lunr.version) {\n lunr.utils.warn(\"Version mismatch when loading serialised index. Current version of lunr '\" + lunr.version + \"' does not match serialized index '\" + serializedIndex.version + \"'\")\n }\n\n for (var i = 0; i < serializedVectors.length; i++) {\n var tuple = serializedVectors[i],\n ref = tuple[0],\n elements = tuple[1]\n\n fieldVectors[ref] = new lunr.Vector(elements)\n }\n\n for (var i = 0; i < serializedInvertedIndex.length; i++) {\n var tuple = serializedInvertedIndex[i],\n term = tuple[0],\n posting = tuple[1]\n\n tokenSetBuilder.insert(term)\n invertedIndex[term] = posting\n }\n\n tokenSetBuilder.finish()\n\n attrs.fields = serializedIndex.fields\n\n attrs.fieldVectors = fieldVectors\n attrs.invertedIndex = invertedIndex\n attrs.tokenSet = tokenSetBuilder.root\n attrs.pipeline = pipeline\n\n return new lunr.Index(attrs)\n}\n/*!\n * lunr.Builder\n * Copyright (C) 2020 Oliver Nightingale\n */\n\n/**\n * lunr.Builder performs indexing on a set of documents and\n * returns instances of lunr.Index ready for querying.\n *\n * All configuration of the index is done via the builder, the\n * fields to index, the document reference, the text processing\n * pipeline and document scoring parameters are all set on the\n * builder before indexing.\n *\n * @constructor\n * @property {string} _ref - Internal reference to the document reference field.\n * @property {string[]} _fields - Internal reference to the document fields to index.\n * @property {object} invertedIndex - The inverted index maps terms to document fields.\n * @property {object} documentTermFrequencies - Keeps track of document term frequencies.\n * @property {object} documentLengths - Keeps track of the length of documents added to the index.\n * @property {lunr.tokenizer} tokenizer - Function for splitting strings into tokens for indexing.\n * @property {lunr.Pipeline} pipeline - The pipeline performs text processing on tokens before indexing.\n * @property {lunr.Pipeline} searchPipeline - A pipeline for processing search terms before querying the index.\n * @property {number} documentCount - Keeps track of the total number of documents indexed.\n * @property {number} _b - A parameter to control field length normalization, setting this to 0 disabled normalization, 1 fully normalizes field lengths, the default value is 0.75.\n * @property {number} _k1 - A parameter to control how quickly an increase in term frequency results in term frequency saturation, the default value is 1.2.\n * @property {number} termIndex - A counter incremented for each unique term, used to identify a terms position in the vector space.\n * @property {array} metadataWhitelist - A list of metadata keys that have been whitelisted for entry in the index.\n */\nlunr.Builder = function () {\n this._ref = \"id\"\n this._fields = Object.create(null)\n this._documents = Object.create(null)\n this.invertedIndex = Object.create(null)\n this.fieldTermFrequencies = {}\n this.fieldLengths = {}\n this.tokenizer = lunr.tokenizer\n this.pipeline = new lunr.Pipeline\n this.searchPipeline = new lunr.Pipeline\n this.documentCount = 0\n this._b = 0.75\n this._k1 = 1.2\n this.termIndex = 0\n this.metadataWhitelist = []\n}\n\n/**\n * Sets the document field used as the document reference. Every document must have this field.\n * The type of this field in the document should be a string, if it is not a string it will be\n * coerced into a string by calling toString.\n *\n * The default ref is 'id'.\n *\n * The ref should _not_ be changed during indexing, it should be set before any documents are\n * added to the index. Changing it during indexing can lead to inconsistent results.\n *\n * @param {string} ref - The name of the reference field in the document.\n */\nlunr.Builder.prototype.ref = function (ref) {\n this._ref = ref\n}\n\n/**\n * A function that is used to extract a field from a document.\n *\n * Lunr expects a field to be at the top level of a document, if however the field\n * is deeply nested within a document an extractor function can be used to extract\n * the right field for indexing.\n *\n * @callback fieldExtractor\n * @param {object} doc - The document being added to the index.\n * @returns {?(string|object|object[])} obj - The object that will be indexed for this field.\n * @example Extracting a nested field\n * function (doc) { return doc.nested.field }\n */\n\n/**\n * Adds a field to the list of document fields that will be indexed. Every document being\n * indexed should have this field. Null values for this field in indexed documents will\n * not cause errors but will limit the chance of that document being retrieved by searches.\n *\n * All fields should be added before adding documents to the index. Adding fields after\n * a document has been indexed will have no effect on already indexed documents.\n *\n * Fields can be boosted at build time. This allows terms within that field to have more\n * importance when ranking search results. Use a field boost to specify that matches within\n * one field are more important than other fields.\n *\n * @param {string} fieldName - The name of a field to index in all documents.\n * @param {object} attributes - Optional attributes associated with this field.\n * @param {number} [attributes.boost=1] - Boost applied to all terms within this field.\n * @param {fieldExtractor} [attributes.extractor] - Function to extract a field from a document.\n * @throws {RangeError} fieldName cannot contain unsupported characters '/'\n */\nlunr.Builder.prototype.field = function (fieldName, attributes) {\n if (/\\//.test(fieldName)) {\n throw new RangeError (\"Field '\" + fieldName + \"' contains illegal character '/'\")\n }\n\n this._fields[fieldName] = attributes || {}\n}\n\n/**\n * A parameter to tune the amount of field length normalisation that is applied when\n * calculating relevance scores. A value of 0 will completely disable any normalisation\n * and a value of 1 will fully normalise field lengths. The default is 0.75. Values of b\n * will be clamped to the range 0 - 1.\n *\n * @param {number} number - The value to set for this tuning parameter.\n */\nlunr.Builder.prototype.b = function (number) {\n if (number < 0) {\n this._b = 0\n } else if (number > 1) {\n this._b = 1\n } else {\n this._b = number\n }\n}\n\n/**\n * A parameter that controls the speed at which a rise in term frequency results in term\n * frequency saturation. The default value is 1.2. Setting this to a higher value will give\n * slower saturation levels, a lower value will result in quicker saturation.\n *\n * @param {number} number - The value to set for this tuning parameter.\n */\nlunr.Builder.prototype.k1 = function (number) {\n this._k1 = number\n}\n\n/**\n * Adds a document to the index.\n *\n * Before adding fields to the index the index should have been fully setup, with the document\n * ref and all fields to index already having been specified.\n *\n * The document must have a field name as specified by the ref (by default this is 'id') and\n * it should have all fields defined for indexing, though null or undefined values will not\n * cause errors.\n *\n * Entire documents can be boosted at build time. Applying a boost to a document indicates that\n * this document should rank higher in search results than other documents.\n *\n * @param {object} doc - The document to add to the index.\n * @param {object} attributes - Optional attributes associated with this document.\n * @param {number} [attributes.boost=1] - Boost applied to all terms within this document.\n */\nlunr.Builder.prototype.add = function (doc, attributes) {\n var docRef = doc[this._ref],\n fields = Object.keys(this._fields)\n\n this._documents[docRef] = attributes || {}\n this.documentCount += 1\n\n for (var i = 0; i < fields.length; i++) {\n var fieldName = fields[i],\n extractor = this._fields[fieldName].extractor,\n field = extractor ? extractor(doc) : doc[fieldName],\n tokens = this.tokenizer(field, {\n fields: [fieldName]\n }),\n terms = this.pipeline.run(tokens),\n fieldRef = new lunr.FieldRef (docRef, fieldName),\n fieldTerms = Object.create(null)\n\n this.fieldTermFrequencies[fieldRef] = fieldTerms\n this.fieldLengths[fieldRef] = 0\n\n // store the length of this field for this document\n this.fieldLengths[fieldRef] += terms.length\n\n // calculate term frequencies for this field\n for (var j = 0; j < terms.length; j++) {\n var term = terms[j]\n\n if (fieldTerms[term] == undefined) {\n fieldTerms[term] = 0\n }\n\n fieldTerms[term] += 1\n\n // add to inverted index\n // create an initial posting if one doesn't exist\n if (this.invertedIndex[term] == undefined) {\n var posting = Object.create(null)\n posting[\"_index\"] = this.termIndex\n this.termIndex += 1\n\n for (var k = 0; k < fields.length; k++) {\n posting[fields[k]] = Object.create(null)\n }\n\n this.invertedIndex[term] = posting\n }\n\n // add an entry for this term/fieldName/docRef to the invertedIndex\n if (this.invertedIndex[term][fieldName][docRef] == undefined) {\n this.invertedIndex[term][fieldName][docRef] = Object.create(null)\n }\n\n // store all whitelisted metadata about this token in the\n // inverted index\n for (var l = 0; l < this.metadataWhitelist.length; l++) {\n var metadataKey = this.metadataWhitelist[l],\n metadata = term.metadata[metadataKey]\n\n if (this.invertedIndex[term][fieldName][docRef][metadataKey] == undefined) {\n this.invertedIndex[term][fieldName][docRef][metadataKey] = []\n }\n\n this.invertedIndex[term][fieldName][docRef][metadataKey].push(metadata)\n }\n }\n\n }\n}\n\n/**\n * Calculates the average document length for this index\n *\n * @private\n */\nlunr.Builder.prototype.calculateAverageFieldLengths = function () {\n\n var fieldRefs = Object.keys(this.fieldLengths),\n numberOfFields = fieldRefs.length,\n accumulator = {},\n documentsWithField = {}\n\n for (var i = 0; i < numberOfFields; i++) {\n var fieldRef = lunr.FieldRef.fromString(fieldRefs[i]),\n field = fieldRef.fieldName\n\n documentsWithField[field] || (documentsWithField[field] = 0)\n documentsWithField[field] += 1\n\n accumulator[field] || (accumulator[field] = 0)\n accumulator[field] += this.fieldLengths[fieldRef]\n }\n\n var fields = Object.keys(this._fields)\n\n for (var i = 0; i < fields.length; i++) {\n var fieldName = fields[i]\n accumulator[fieldName] = accumulator[fieldName] / documentsWithField[fieldName]\n }\n\n this.averageFieldLength = accumulator\n}\n\n/**\n * Builds a vector space model of every document using lunr.Vector\n *\n * @private\n */\nlunr.Builder.prototype.createFieldVectors = function () {\n var fieldVectors = {},\n fieldRefs = Object.keys(this.fieldTermFrequencies),\n fieldRefsLength = fieldRefs.length,\n termIdfCache = Object.create(null)\n\n for (var i = 0; i < fieldRefsLength; i++) {\n var fieldRef = lunr.FieldRef.fromString(fieldRefs[i]),\n fieldName = fieldRef.fieldName,\n fieldLength = this.fieldLengths[fieldRef],\n fieldVector = new lunr.Vector,\n termFrequencies = this.fieldTermFrequencies[fieldRef],\n terms = Object.keys(termFrequencies),\n termsLength = terms.length\n\n\n var fieldBoost = this._fields[fieldName].boost || 1,\n docBoost = this._documents[fieldRef.docRef].boost || 1\n\n for (var j = 0; j < termsLength; j++) {\n var term = terms[j],\n tf = termFrequencies[term],\n termIndex = this.invertedIndex[term]._index,\n idf, score, scoreWithPrecision\n\n if (termIdfCache[term] === undefined) {\n idf = lunr.idf(this.invertedIndex[term], this.documentCount)\n termIdfCache[term] = idf\n } else {\n idf = termIdfCache[term]\n }\n\n score = idf * ((this._k1 + 1) * tf) / (this._k1 * (1 - this._b + this._b * (fieldLength / this.averageFieldLength[fieldName])) + tf)\n score *= fieldBoost\n score *= docBoost\n scoreWithPrecision = Math.round(score * 1000) / 1000\n // Converts 1.23456789 to 1.234.\n // Reducing the precision so that the vectors take up less\n // space when serialised. Doing it now so that they behave\n // the same before and after serialisation. Also, this is\n // the fastest approach to reducing a number's precision in\n // JavaScript.\n\n fieldVector.insert(termIndex, scoreWithPrecision)\n }\n\n fieldVectors[fieldRef] = fieldVector\n }\n\n this.fieldVectors = fieldVectors\n}\n\n/**\n * Creates a token set of all tokens in the index using lunr.TokenSet\n *\n * @private\n */\nlunr.Builder.prototype.createTokenSet = function () {\n this.tokenSet = lunr.TokenSet.fromArray(\n Object.keys(this.invertedIndex).sort()\n )\n}\n\n/**\n * Builds the index, creating an instance of lunr.Index.\n *\n * This completes the indexing process and should only be called\n * once all documents have been added to the index.\n *\n * @returns {lunr.Index}\n */\nlunr.Builder.prototype.build = function () {\n this.calculateAverageFieldLengths()\n this.createFieldVectors()\n this.createTokenSet()\n\n return new lunr.Index({\n invertedIndex: this.invertedIndex,\n fieldVectors: this.fieldVectors,\n tokenSet: this.tokenSet,\n fields: Object.keys(this._fields),\n pipeline: this.searchPipeline\n })\n}\n\n/**\n * Applies a plugin to the index builder.\n *\n * A plugin is a function that is called with the index builder as its context.\n * Plugins can be used to customise or extend the behaviour of the index\n * in some way. A plugin is just a function, that encapsulated the custom\n * behaviour that should be applied when building the index.\n *\n * The plugin function will be called with the index builder as its argument, additional\n * arguments can also be passed when calling use. The function will be called\n * with the index builder as its context.\n *\n * @param {Function} plugin The plugin to apply.\n */\nlunr.Builder.prototype.use = function (fn) {\n var args = Array.prototype.slice.call(arguments, 1)\n args.unshift(this)\n fn.apply(this, args)\n}\n/**\n * Contains and collects metadata about a matching document.\n * A single instance of lunr.MatchData is returned as part of every\n * lunr.Index~Result.\n *\n * @constructor\n * @param {string} term - The term this match data is associated with\n * @param {string} field - The field in which the term was found\n * @param {object} metadata - The metadata recorded about this term in this field\n * @property {object} metadata - A cloned collection of metadata associated with this document.\n * @see {@link lunr.Index~Result}\n */\nlunr.MatchData = function (term, field, metadata) {\n var clonedMetadata = Object.create(null),\n metadataKeys = Object.keys(metadata || {})\n\n // Cloning the metadata to prevent the original\n // being mutated during match data combination.\n // Metadata is kept in an array within the inverted\n // index so cloning the data can be done with\n // Array#slice\n for (var i = 0; i < metadataKeys.length; i++) {\n var key = metadataKeys[i]\n clonedMetadata[key] = metadata[key].slice()\n }\n\n this.metadata = Object.create(null)\n\n if (term !== undefined) {\n this.metadata[term] = Object.create(null)\n this.metadata[term][field] = clonedMetadata\n }\n}\n\n/**\n * An instance of lunr.MatchData will be created for every term that matches a\n * document. However only one instance is required in a lunr.Index~Result. This\n * method combines metadata from another instance of lunr.MatchData with this\n * objects metadata.\n *\n * @param {lunr.MatchData} otherMatchData - Another instance of match data to merge with this one.\n * @see {@link lunr.Index~Result}\n */\nlunr.MatchData.prototype.combine = function (otherMatchData) {\n var terms = Object.keys(otherMatchData.metadata)\n\n for (var i = 0; i < terms.length; i++) {\n var term = terms[i],\n fields = Object.keys(otherMatchData.metadata[term])\n\n if (this.metadata[term] == undefined) {\n this.metadata[term] = Object.create(null)\n }\n\n for (var j = 0; j < fields.length; j++) {\n var field = fields[j],\n keys = Object.keys(otherMatchData.metadata[term][field])\n\n if (this.metadata[term][field] == undefined) {\n this.metadata[term][field] = Object.create(null)\n }\n\n for (var k = 0; k < keys.length; k++) {\n var key = keys[k]\n\n if (this.metadata[term][field][key] == undefined) {\n this.metadata[term][field][key] = otherMatchData.metadata[term][field][key]\n } else {\n this.metadata[term][field][key] = this.metadata[term][field][key].concat(otherMatchData.metadata[term][field][key])\n }\n\n }\n }\n }\n}\n\n/**\n * Add metadata for a term/field pair to this instance of match data.\n *\n * @param {string} term - The term this match data is associated with\n * @param {string} field - The field in which the term was found\n * @param {object} metadata - The metadata recorded about this term in this field\n */\nlunr.MatchData.prototype.add = function (term, field, metadata) {\n if (!(term in this.metadata)) {\n this.metadata[term] = Object.create(null)\n this.metadata[term][field] = metadata\n return\n }\n\n if (!(field in this.metadata[term])) {\n this.metadata[term][field] = metadata\n return\n }\n\n var metadataKeys = Object.keys(metadata)\n\n for (var i = 0; i < metadataKeys.length; i++) {\n var key = metadataKeys[i]\n\n if (key in this.metadata[term][field]) {\n this.metadata[term][field][key] = this.metadata[term][field][key].concat(metadata[key])\n } else {\n this.metadata[term][field][key] = metadata[key]\n }\n }\n}\n/**\n * A lunr.Query provides a programmatic way of defining queries to be performed\n * against a {@link lunr.Index}.\n *\n * Prefer constructing a lunr.Query using the {@link lunr.Index#query} method\n * so the query object is pre-initialized with the right index fields.\n *\n * @constructor\n * @property {lunr.Query~Clause[]} clauses - An array of query clauses.\n * @property {string[]} allFields - An array of all available fields in a lunr.Index.\n */\nlunr.Query = function (allFields) {\n this.clauses = []\n this.allFields = allFields\n}\n\n/**\n * Constants for indicating what kind of automatic wildcard insertion will be used when constructing a query clause.\n *\n * This allows wildcards to be added to the beginning and end of a term without having to manually do any string\n * concatenation.\n *\n * The wildcard constants can be bitwise combined to select both leading and trailing wildcards.\n *\n * @constant\n * @default\n * @property {number} wildcard.NONE - The term will have no wildcards inserted, this is the default behaviour\n * @property {number} wildcard.LEADING - Prepend the term with a wildcard, unless a leading wildcard already exists\n * @property {number} wildcard.TRAILING - Append a wildcard to the term, unless a trailing wildcard already exists\n * @see lunr.Query~Clause\n * @see lunr.Query#clause\n * @see lunr.Query#term\n * @example query term with trailing wildcard\n * query.term('foo', { wildcard: lunr.Query.wildcard.TRAILING })\n * @example query term with leading and trailing wildcard\n * query.term('foo', {\n * wildcard: lunr.Query.wildcard.LEADING | lunr.Query.wildcard.TRAILING\n * })\n */\n\nlunr.Query.wildcard = new String (\"*\")\nlunr.Query.wildcard.NONE = 0\nlunr.Query.wildcard.LEADING = 1\nlunr.Query.wildcard.TRAILING = 2\n\n/**\n * Constants for indicating what kind of presence a term must have in matching documents.\n *\n * @constant\n * @enum {number}\n * @see lunr.Query~Clause\n * @see lunr.Query#clause\n * @see lunr.Query#term\n * @example query term with required presence\n * query.term('foo', { presence: lunr.Query.presence.REQUIRED })\n */\nlunr.Query.presence = {\n /**\n * Term's presence in a document is optional, this is the default value.\n */\n OPTIONAL: 1,\n\n /**\n * Term's presence in a document is required, documents that do not contain\n * this term will not be returned.\n */\n REQUIRED: 2,\n\n /**\n * Term's presence in a document is prohibited, documents that do contain\n * this term will not be returned.\n */\n PROHIBITED: 3\n}\n\n/**\n * A single clause in a {@link lunr.Query} contains a term and details on how to\n * match that term against a {@link lunr.Index}.\n *\n * @typedef {Object} lunr.Query~Clause\n * @property {string[]} fields - The fields in an index this clause should be matched against.\n * @property {number} [boost=1] - Any boost that should be applied when matching this clause.\n * @property {number} [editDistance] - Whether the term should have fuzzy matching applied, and how fuzzy the match should be.\n * @property {boolean} [usePipeline] - Whether the term should be passed through the search pipeline.\n * @property {number} [wildcard=lunr.Query.wildcard.NONE] - Whether the term should have wildcards appended or prepended.\n * @property {number} [presence=lunr.Query.presence.OPTIONAL] - The terms presence in any matching documents.\n */\n\n/**\n * Adds a {@link lunr.Query~Clause} to this query.\n *\n * Unless the clause contains the fields to be matched all fields will be matched. In addition\n * a default boost of 1 is applied to the clause.\n *\n * @param {lunr.Query~Clause} clause - The clause to add to this query.\n * @see lunr.Query~Clause\n * @returns {lunr.Query}\n */\nlunr.Query.prototype.clause = function (clause) {\n if (!('fields' in clause)) {\n clause.fields = this.allFields\n }\n\n if (!('boost' in clause)) {\n clause.boost = 1\n }\n\n if (!('usePipeline' in clause)) {\n clause.usePipeline = true\n }\n\n if (!('wildcard' in clause)) {\n clause.wildcard = lunr.Query.wildcard.NONE\n }\n\n if ((clause.wildcard & lunr.Query.wildcard.LEADING) && (clause.term.charAt(0) != lunr.Query.wildcard)) {\n clause.term = \"*\" + clause.term\n }\n\n if ((clause.wildcard & lunr.Query.wildcard.TRAILING) && (clause.term.slice(-1) != lunr.Query.wildcard)) {\n clause.term = \"\" + clause.term + \"*\"\n }\n\n if (!('presence' in clause)) {\n clause.presence = lunr.Query.presence.OPTIONAL\n }\n\n this.clauses.push(clause)\n\n return this\n}\n\n/**\n * A negated query is one in which every clause has a presence of\n * prohibited. These queries require some special processing to return\n * the expected results.\n *\n * @returns boolean\n */\nlunr.Query.prototype.isNegated = function () {\n for (var i = 0; i < this.clauses.length; i++) {\n if (this.clauses[i].presence != lunr.Query.presence.PROHIBITED) {\n return false\n }\n }\n\n return true\n}\n\n/**\n * Adds a term to the current query, under the covers this will create a {@link lunr.Query~Clause}\n * to the list of clauses that make up this query.\n *\n * The term is used as is, i.e. no tokenization will be performed by this method. Instead conversion\n * to a token or token-like string should be done before calling this method.\n *\n * The term will be converted to a string by calling `toString`. Multiple terms can be passed as an\n * array, each term in the array will share the same options.\n *\n * @param {object|object[]} term - The term(s) to add to the query.\n * @param {object} [options] - Any additional properties to add to the query clause.\n * @returns {lunr.Query}\n * @see lunr.Query#clause\n * @see lunr.Query~Clause\n * @example adding a single term to a query\n * query.term(\"foo\")\n * @example adding a single term to a query and specifying search fields, term boost and automatic trailing wildcard\n * query.term(\"foo\", {\n * fields: [\"title\"],\n * boost: 10,\n * wildcard: lunr.Query.wildcard.TRAILING\n * })\n * @example using lunr.tokenizer to convert a string to tokens before using them as terms\n * query.term(lunr.tokenizer(\"foo bar\"))\n */\nlunr.Query.prototype.term = function (term, options) {\n if (Array.isArray(term)) {\n term.forEach(function (t) { this.term(t, lunr.utils.clone(options)) }, this)\n return this\n }\n\n var clause = options || {}\n clause.term = term.toString()\n\n this.clause(clause)\n\n return this\n}\nlunr.QueryParseError = function (message, start, end) {\n this.name = \"QueryParseError\"\n this.message = message\n this.start = start\n this.end = end\n}\n\nlunr.QueryParseError.prototype = new Error\nlunr.QueryLexer = function (str) {\n this.lexemes = []\n this.str = str\n this.length = str.length\n this.pos = 0\n this.start = 0\n this.escapeCharPositions = []\n}\n\nlunr.QueryLexer.prototype.run = function () {\n var state = lunr.QueryLexer.lexText\n\n while (state) {\n state = state(this)\n }\n}\n\nlunr.QueryLexer.prototype.sliceString = function () {\n var subSlices = [],\n sliceStart = this.start,\n sliceEnd = this.pos\n\n for (var i = 0; i < this.escapeCharPositions.length; i++) {\n sliceEnd = this.escapeCharPositions[i]\n subSlices.push(this.str.slice(sliceStart, sliceEnd))\n sliceStart = sliceEnd + 1\n }\n\n subSlices.push(this.str.slice(sliceStart, this.pos))\n this.escapeCharPositions.length = 0\n\n return subSlices.join('')\n}\n\nlunr.QueryLexer.prototype.emit = function (type) {\n this.lexemes.push({\n type: type,\n str: this.sliceString(),\n start: this.start,\n end: this.pos\n })\n\n this.start = this.pos\n}\n\nlunr.QueryLexer.prototype.escapeCharacter = function () {\n this.escapeCharPositions.push(this.pos - 1)\n this.pos += 1\n}\n\nlunr.QueryLexer.prototype.next = function () {\n if (this.pos >= this.length) {\n return lunr.QueryLexer.EOS\n }\n\n var char = this.str.charAt(this.pos)\n this.pos += 1\n return char\n}\n\nlunr.QueryLexer.prototype.width = function () {\n return this.pos - this.start\n}\n\nlunr.QueryLexer.prototype.ignore = function () {\n if (this.start == this.pos) {\n this.pos += 1\n }\n\n this.start = this.pos\n}\n\nlunr.QueryLexer.prototype.backup = function () {\n this.pos -= 1\n}\n\nlunr.QueryLexer.prototype.acceptDigitRun = function () {\n var char, charCode\n\n do {\n char = this.next()\n charCode = char.charCodeAt(0)\n } while (charCode > 47 && charCode < 58)\n\n if (char != lunr.QueryLexer.EOS) {\n this.backup()\n }\n}\n\nlunr.QueryLexer.prototype.more = function () {\n return this.pos < this.length\n}\n\nlunr.QueryLexer.EOS = 'EOS'\nlunr.QueryLexer.FIELD = 'FIELD'\nlunr.QueryLexer.TERM = 'TERM'\nlunr.QueryLexer.EDIT_DISTANCE = 'EDIT_DISTANCE'\nlunr.QueryLexer.BOOST = 'BOOST'\nlunr.QueryLexer.PRESENCE = 'PRESENCE'\n\nlunr.QueryLexer.lexField = function (lexer) {\n lexer.backup()\n lexer.emit(lunr.QueryLexer.FIELD)\n lexer.ignore()\n return lunr.QueryLexer.lexText\n}\n\nlunr.QueryLexer.lexTerm = function (lexer) {\n if (lexer.width() > 1) {\n lexer.backup()\n lexer.emit(lunr.QueryLexer.TERM)\n }\n\n lexer.ignore()\n\n if (lexer.more()) {\n return lunr.QueryLexer.lexText\n }\n}\n\nlunr.QueryLexer.lexEditDistance = function (lexer) {\n lexer.ignore()\n lexer.acceptDigitRun()\n lexer.emit(lunr.QueryLexer.EDIT_DISTANCE)\n return lunr.QueryLexer.lexText\n}\n\nlunr.QueryLexer.lexBoost = function (lexer) {\n lexer.ignore()\n lexer.acceptDigitRun()\n lexer.emit(lunr.QueryLexer.BOOST)\n return lunr.QueryLexer.lexText\n}\n\nlunr.QueryLexer.lexEOS = function (lexer) {\n if (lexer.width() > 0) {\n lexer.emit(lunr.QueryLexer.TERM)\n }\n}\n\n// This matches the separator used when tokenising fields\n// within a document. These should match otherwise it is\n// not possible to search for some tokens within a document.\n//\n// It is possible for the user to change the separator on the\n// tokenizer so it _might_ clash with any other of the special\n// characters already used within the search string, e.g. :.\n//\n// This means that it is possible to change the separator in\n// such a way that makes some words unsearchable using a search\n// string.\nlunr.QueryLexer.termSeparator = lunr.tokenizer.separator\n\nlunr.QueryLexer.lexText = function (lexer) {\n while (true) {\n var char = lexer.next()\n\n if (char == lunr.QueryLexer.EOS) {\n return lunr.QueryLexer.lexEOS\n }\n\n // Escape character is '\\'\n if (char.charCodeAt(0) == 92) {\n lexer.escapeCharacter()\n continue\n }\n\n if (char == \":\") {\n return lunr.QueryLexer.lexField\n }\n\n if (char == \"~\") {\n lexer.backup()\n if (lexer.width() > 0) {\n lexer.emit(lunr.QueryLexer.TERM)\n }\n return lunr.QueryLexer.lexEditDistance\n }\n\n if (char == \"^\") {\n lexer.backup()\n if (lexer.width() > 0) {\n lexer.emit(lunr.QueryLexer.TERM)\n }\n return lunr.QueryLexer.lexBoost\n }\n\n // \"+\" indicates term presence is required\n // checking for length to ensure that only\n // leading \"+\" are considered\n if (char == \"+\" && lexer.width() === 1) {\n lexer.emit(lunr.QueryLexer.PRESENCE)\n return lunr.QueryLexer.lexText\n }\n\n // \"-\" indicates term presence is prohibited\n // checking for length to ensure that only\n // leading \"-\" are considered\n if (char == \"-\" && lexer.width() === 1) {\n lexer.emit(lunr.QueryLexer.PRESENCE)\n return lunr.QueryLexer.lexText\n }\n\n if (char.match(lunr.QueryLexer.termSeparator)) {\n return lunr.QueryLexer.lexTerm\n }\n }\n}\n\nlunr.QueryParser = function (str, query) {\n this.lexer = new lunr.QueryLexer (str)\n this.query = query\n this.currentClause = {}\n this.lexemeIdx = 0\n}\n\nlunr.QueryParser.prototype.parse = function () {\n this.lexer.run()\n this.lexemes = this.lexer.lexemes\n\n var state = lunr.QueryParser.parseClause\n\n while (state) {\n state = state(this)\n }\n\n return this.query\n}\n\nlunr.QueryParser.prototype.peekLexeme = function () {\n return this.lexemes[this.lexemeIdx]\n}\n\nlunr.QueryParser.prototype.consumeLexeme = function () {\n var lexeme = this.peekLexeme()\n this.lexemeIdx += 1\n return lexeme\n}\n\nlunr.QueryParser.prototype.nextClause = function () {\n var completedClause = this.currentClause\n this.query.clause(completedClause)\n this.currentClause = {}\n}\n\nlunr.QueryParser.parseClause = function (parser) {\n var lexeme = parser.peekLexeme()\n\n if (lexeme == undefined) {\n return\n }\n\n switch (lexeme.type) {\n case lunr.QueryLexer.PRESENCE:\n return lunr.QueryParser.parsePresence\n case lunr.QueryLexer.FIELD:\n return lunr.QueryParser.parseField\n case lunr.QueryLexer.TERM:\n return lunr.QueryParser.parseTerm\n default:\n var errorMessage = \"expected either a field or a term, found \" + lexeme.type\n\n if (lexeme.str.length >= 1) {\n errorMessage += \" with value '\" + lexeme.str + \"'\"\n }\n\n throw new lunr.QueryParseError (errorMessage, lexeme.start, lexeme.end)\n }\n}\n\nlunr.QueryParser.parsePresence = function (parser) {\n var lexeme = parser.consumeLexeme()\n\n if (lexeme == undefined) {\n return\n }\n\n switch (lexeme.str) {\n case \"-\":\n parser.currentClause.presence = lunr.Query.presence.PROHIBITED\n break\n case \"+\":\n parser.currentClause.presence = lunr.Query.presence.REQUIRED\n break\n default:\n var errorMessage = \"unrecognised presence operator'\" + lexeme.str + \"'\"\n throw new lunr.QueryParseError (errorMessage, lexeme.start, lexeme.end)\n }\n\n var nextLexeme = parser.peekLexeme()\n\n if (nextLexeme == undefined) {\n var errorMessage = \"expecting term or field, found nothing\"\n throw new lunr.QueryParseError (errorMessage, lexeme.start, lexeme.end)\n }\n\n switch (nextLexeme.type) {\n case lunr.QueryLexer.FIELD:\n return lunr.QueryParser.parseField\n case lunr.QueryLexer.TERM:\n return lunr.QueryParser.parseTerm\n default:\n var errorMessage = \"expecting term or field, found '\" + nextLexeme.type + \"'\"\n throw new lunr.QueryParseError (errorMessage, nextLexeme.start, nextLexeme.end)\n }\n}\n\nlunr.QueryParser.parseField = function (parser) {\n var lexeme = parser.consumeLexeme()\n\n if (lexeme == undefined) {\n return\n }\n\n if (parser.query.allFields.indexOf(lexeme.str) == -1) {\n var possibleFields = parser.query.allFields.map(function (f) { return \"'\" + f + \"'\" }).join(', '),\n errorMessage = \"unrecognised field '\" + lexeme.str + \"', possible fields: \" + possibleFields\n\n throw new lunr.QueryParseError (errorMessage, lexeme.start, lexeme.end)\n }\n\n parser.currentClause.fields = [lexeme.str]\n\n var nextLexeme = parser.peekLexeme()\n\n if (nextLexeme == undefined) {\n var errorMessage = \"expecting term, found nothing\"\n throw new lunr.QueryParseError (errorMessage, lexeme.start, lexeme.end)\n }\n\n switch (nextLexeme.type) {\n case lunr.QueryLexer.TERM:\n return lunr.QueryParser.parseTerm\n default:\n var errorMessage = \"expecting term, found '\" + nextLexeme.type + \"'\"\n throw new lunr.QueryParseError (errorMessage, nextLexeme.start, nextLexeme.end)\n }\n}\n\nlunr.QueryParser.parseTerm = function (parser) {\n var lexeme = parser.consumeLexeme()\n\n if (lexeme == undefined) {\n return\n }\n\n parser.currentClause.term = lexeme.str.toLowerCase()\n\n if (lexeme.str.indexOf(\"*\") != -1) {\n parser.currentClause.usePipeline = false\n }\n\n var nextLexeme = parser.peekLexeme()\n\n if (nextLexeme == undefined) {\n parser.nextClause()\n return\n }\n\n switch (nextLexeme.type) {\n case lunr.QueryLexer.TERM:\n parser.nextClause()\n return lunr.QueryParser.parseTerm\n case lunr.QueryLexer.FIELD:\n parser.nextClause()\n return lunr.QueryParser.parseField\n case lunr.QueryLexer.EDIT_DISTANCE:\n return lunr.QueryParser.parseEditDistance\n case lunr.QueryLexer.BOOST:\n return lunr.QueryParser.parseBoost\n case lunr.QueryLexer.PRESENCE:\n parser.nextClause()\n return lunr.QueryParser.parsePresence\n default:\n var errorMessage = \"Unexpected lexeme type '\" + nextLexeme.type + \"'\"\n throw new lunr.QueryParseError (errorMessage, nextLexeme.start, nextLexeme.end)\n }\n}\n\nlunr.QueryParser.parseEditDistance = function (parser) {\n var lexeme = parser.consumeLexeme()\n\n if (lexeme == undefined) {\n return\n }\n\n var editDistance = parseInt(lexeme.str, 10)\n\n if (isNaN(editDistance)) {\n var errorMessage = \"edit distance must be numeric\"\n throw new lunr.QueryParseError (errorMessage, lexeme.start, lexeme.end)\n }\n\n parser.currentClause.editDistance = editDistance\n\n var nextLexeme = parser.peekLexeme()\n\n if (nextLexeme == undefined) {\n parser.nextClause()\n return\n }\n\n switch (nextLexeme.type) {\n case lunr.QueryLexer.TERM:\n parser.nextClause()\n return lunr.QueryParser.parseTerm\n case lunr.QueryLexer.FIELD:\n parser.nextClause()\n return lunr.QueryParser.parseField\n case lunr.QueryLexer.EDIT_DISTANCE:\n return lunr.QueryParser.parseEditDistance\n case lunr.QueryLexer.BOOST:\n return lunr.QueryParser.parseBoost\n case lunr.QueryLexer.PRESENCE:\n parser.nextClause()\n return lunr.QueryParser.parsePresence\n default:\n var errorMessage = \"Unexpected lexeme type '\" + nextLexeme.type + \"'\"\n throw new lunr.QueryParseError (errorMessage, nextLexeme.start, nextLexeme.end)\n }\n}\n\nlunr.QueryParser.parseBoost = function (parser) {\n var lexeme = parser.consumeLexeme()\n\n if (lexeme == undefined) {\n return\n }\n\n var boost = parseInt(lexeme.str, 10)\n\n if (isNaN(boost)) {\n var errorMessage = \"boost must be numeric\"\n throw new lunr.QueryParseError (errorMessage, lexeme.start, lexeme.end)\n }\n\n parser.currentClause.boost = boost\n\n var nextLexeme = parser.peekLexeme()\n\n if (nextLexeme == undefined) {\n parser.nextClause()\n return\n }\n\n switch (nextLexeme.type) {\n case lunr.QueryLexer.TERM:\n parser.nextClause()\n return lunr.QueryParser.parseTerm\n case lunr.QueryLexer.FIELD:\n parser.nextClause()\n return lunr.QueryParser.parseField\n case lunr.QueryLexer.EDIT_DISTANCE:\n return lunr.QueryParser.parseEditDistance\n case lunr.QueryLexer.BOOST:\n return lunr.QueryParser.parseBoost\n case lunr.QueryLexer.PRESENCE:\n parser.nextClause()\n return lunr.QueryParser.parsePresence\n default:\n var errorMessage = \"Unexpected lexeme type '\" + nextLexeme.type + \"'\"\n throw new lunr.QueryParseError (errorMessage, nextLexeme.start, nextLexeme.end)\n }\n}\n\n /**\n * export the module via AMD, CommonJS or as a browser global\n * Export code from https://github.com/umdjs/umd/blob/master/returnExports.js\n */\n ;(function (root, factory) {\n if (typeof define === 'function' && define.amd) {\n // AMD. Register as an anonymous module.\n define(factory)\n } else if (typeof exports === 'object') {\n /**\n * Node. Does not work with strict CommonJS, but\n * only CommonJS-like enviroments that support module.exports,\n * like Node.\n */\n module.exports = factory()\n } else {\n // Browser globals (root is window)\n root.lunr = factory()\n }\n }(this, function () {\n /**\n * Just return a value to define the module export.\n * This example returns an object, but the module\n * can return a function as the exported value.\n */\n return lunr\n }))\n})();\n", "/*!\n * escape-html\n * Copyright(c) 2012-2013 TJ Holowaychuk\n * Copyright(c) 2015 Andreas Lubbe\n * Copyright(c) 2015 Tiancheng \"Timothy\" Gu\n * MIT Licensed\n */\n\n'use strict';\n\n/**\n * Module variables.\n * @private\n */\n\nvar matchHtmlRegExp = /[\"'&<>]/;\n\n/**\n * Module exports.\n * @public\n */\n\nmodule.exports = escapeHtml;\n\n/**\n * Escape special characters in the given string of html.\n *\n * @param {string} string The string to escape for inserting into HTML\n * @return {string}\n * @public\n */\n\nfunction escapeHtml(string) {\n var str = '' + string;\n var match = matchHtmlRegExp.exec(str);\n\n if (!match) {\n return str;\n }\n\n var escape;\n var html = '';\n var index = 0;\n var lastIndex = 0;\n\n for (index = match.index; index < str.length; index++) {\n switch (str.charCodeAt(index)) {\n case 34: // \"\n escape = '"';\n break;\n case 38: // &\n escape = '&';\n break;\n case 39: // '\n escape = ''';\n break;\n case 60: // <\n escape = '<';\n break;\n case 62: // >\n escape = '>';\n break;\n default:\n continue;\n }\n\n if (lastIndex !== index) {\n html += str.substring(lastIndex, index);\n }\n\n lastIndex = index + 1;\n html += escape;\n }\n\n return lastIndex !== index\n ? html + str.substring(lastIndex, index)\n : html;\n}\n", "/*\n * Copyright (c) 2016-2022 Martin Donath \n *\n * Permission is hereby granted, free of charge, to any person obtaining a copy\n * of this software and associated documentation files (the \"Software\"), to\n * deal in the Software without restriction, including without limitation the\n * rights to use, copy, modify, merge, publish, distribute, sublicense, and/or\n * sell copies of the Software, and to permit persons to whom the Software is\n * furnished to do so, subject to the following conditions:\n *\n * The above copyright notice and this permission notice shall be included in\n * all copies or substantial portions of the Software.\n *\n * THE SOFTWARE IS PROVIDED \"AS IS\", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR\n * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,\n * FITNESS FOR A RTICULAR PURPOSE AND NON-INFRINGEMENT. IN NO EVENT SHALL THE\n * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER\n * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING\n * FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS\n * IN THE SOFTWARE.\n */\n\nimport lunr from \"lunr\"\n\nimport \"~/polyfills\"\n\nimport { Search, SearchIndexConfig } from \"../../_\"\nimport {\n SearchMessage,\n SearchMessageType\n} from \"../message\"\n\n/* ----------------------------------------------------------------------------\n * Types\n * ------------------------------------------------------------------------- */\n\n/**\n * Add support for usage with `iframe-worker` polyfill\n *\n * While `importScripts` is synchronous when executed inside of a web worker,\n * it's not possible to provide a synchronous polyfilled implementation. The\n * cool thing is that awaiting a non-Promise is a noop, so extending the type\n * definition to return a `Promise` shouldn't break anything.\n *\n * @see https://bit.ly/2PjDnXi - GitHub comment\n */\ndeclare global {\n function importScripts(...urls: string[]): Promise | void\n}\n\n/* ----------------------------------------------------------------------------\n * Data\n * ------------------------------------------------------------------------- */\n\n/**\n * Search index\n */\nlet index: Search\n\n/* ----------------------------------------------------------------------------\n * Helper functions\n * ------------------------------------------------------------------------- */\n\n/**\n * Fetch (= import) multi-language support through `lunr-languages`\n *\n * This function automatically imports the stemmers necessary to process the\n * languages, which are defined through the search index configuration.\n *\n * If the worker runs inside of an `iframe` (when using `iframe-worker` as\n * a shim), the base URL for the stemmers to be loaded must be determined by\n * searching for the first `script` element with a `src` attribute, which will\n * contain the contents of this script.\n *\n * @param config - Search index configuration\n *\n * @returns Promise resolving with no result\n */\nasync function setupSearchLanguages(\n config: SearchIndexConfig\n): Promise {\n let base = \"../lunr\"\n\n /* Detect `iframe-worker` and fix base URL */\n if (typeof parent !== \"undefined\" && \"IFrameWorker\" in parent) {\n const worker = document.querySelector(\"script[src]\")!\n const [path] = worker.src.split(\"/worker\")\n\n /* Prefix base with path */\n base = base.replace(\"..\", path)\n }\n\n /* Add scripts for languages */\n const scripts = []\n for (const lang of config.lang) {\n switch (lang) {\n\n /* Add segmenter for Japanese */\n case \"ja\":\n scripts.push(`${base}/tinyseg.js`)\n break\n\n /* Add segmenter for Hindi and Thai */\n case \"hi\":\n case \"th\":\n scripts.push(`${base}/wordcut.js`)\n break\n }\n\n /* Add language support */\n if (lang !== \"en\")\n scripts.push(`${base}/min/lunr.${lang}.min.js`)\n }\n\n /* Add multi-language support */\n if (config.lang.length > 1)\n scripts.push(`${base}/min/lunr.multi.min.js`)\n\n /* Load scripts synchronously */\n if (scripts.length)\n await importScripts(\n `${base}/min/lunr.stemmer.support.min.js`,\n ...scripts\n )\n}\n\n/* ----------------------------------------------------------------------------\n * Functions\n * ------------------------------------------------------------------------- */\n\n/**\n * Message handler\n *\n * @param message - Source message\n *\n * @returns Target message\n */\nexport async function handler(\n message: SearchMessage\n): Promise {\n switch (message.type) {\n\n /* Search setup message */\n case SearchMessageType.SETUP:\n await setupSearchLanguages(message.data.config)\n index = new Search(message.data)\n return {\n type: SearchMessageType.READY\n }\n\n /* Search query message */\n case SearchMessageType.QUERY:\n return {\n type: SearchMessageType.RESULT,\n data: index ? index.search(message.data) : { items: [] }\n }\n\n /* All other messages */\n default:\n throw new TypeError(\"Invalid message type\")\n }\n}\n\n/* ----------------------------------------------------------------------------\n * Worker\n * ------------------------------------------------------------------------- */\n\n/* @ts-expect-error - expose Lunr.js in global scope, or stemmers won't work */\nself.lunr = lunr\n\n/* Handle messages */\naddEventListener(\"message\", async ev => {\n postMessage(await handler(ev.data))\n})\n", "/*\n * Copyright (c) 2016-2022 Martin Donath \n *\n * Permission is hereby granted, free of charge, to any person obtaining a copy\n * of this software and associated documentation files (the \"Software\"), to\n * deal in the Software without restriction, including without limitation the\n * rights to use, copy, modify, merge, publish, distribute, sublicense, and/or\n * sell copies of the Software, and to permit persons to whom the Software is\n * furnished to do so, subject to the following conditions:\n *\n * The above copyright notice and this permission notice shall be included in\n * all copies or substantial portions of the Software.\n *\n * THE SOFTWARE IS PROVIDED \"AS IS\", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR\n * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,\n * FITNESS FOR A PARTICULAR PURPOSE AND NON-INFRINGEMENT. IN NO EVENT SHALL THE\n * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER\n * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING\n * FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS\n * IN THE SOFTWARE.\n */\n\n/* ----------------------------------------------------------------------------\n * Polyfills\n * ------------------------------------------------------------------------- */\n\n/* Polyfill `Object.entries` */\nif (!Object.entries)\n Object.entries = function (obj: object) {\n const data: [string, string][] = []\n for (const key of Object.keys(obj))\n // @ts-expect-error - ignore property access warning\n data.push([key, obj[key]])\n\n /* Return entries */\n return data\n }\n\n/* Polyfill `Object.values` */\nif (!Object.values)\n Object.values = function (obj: object) {\n const data: string[] = []\n for (const key of Object.keys(obj))\n // @ts-expect-error - ignore property access warning\n data.push(obj[key])\n\n /* Return values */\n return data\n }\n\n/* ------------------------------------------------------------------------- */\n\n/* Polyfills for `Element` */\nif (typeof Element !== \"undefined\") {\n\n /* Polyfill `Element.scrollTo` */\n if (!Element.prototype.scrollTo)\n Element.prototype.scrollTo = function (\n x?: ScrollToOptions | number, y?: number\n ): void {\n if (typeof x === \"object\") {\n this.scrollLeft = x.left!\n this.scrollTop = x.top!\n } else {\n this.scrollLeft = x!\n this.scrollTop = y!\n }\n }\n\n /* Polyfill `Element.replaceWith` */\n if (!Element.prototype.replaceWith)\n Element.prototype.replaceWith = function (\n ...nodes: Array\n ): void {\n const parent = this.parentNode\n if (parent) {\n if (nodes.length === 0)\n parent.removeChild(this)\n\n /* Replace children and create text nodes */\n for (let i = nodes.length - 1; i >= 0; i--) {\n let node = nodes[i]\n if (typeof node === \"string\")\n node = document.createTextNode(node)\n else if (node.parentNode)\n node.parentNode.removeChild(node)\n\n /* Replace child or insert before previous sibling */\n if (!i)\n parent.replaceChild(node, this)\n else\n parent.insertBefore(this.previousSibling!, node)\n }\n }\n }\n}\n", "/*\n * Copyright (c) 2016-2022 Martin Donath \n *\n * Permission is hereby granted, free of charge, to any person obtaining a copy\n * of this software and associated documentation files (the \"Software\"), to\n * deal in the Software without restriction, including without limitation the\n * rights to use, copy, modify, merge, publish, distribute, sublicense, and/or\n * sell copies of the Software, and to permit persons to whom the Software is\n * furnished to do so, subject to the following conditions:\n *\n * The above copyright notice and this permission notice shall be included in\n * all copies or substantial portions of the Software.\n *\n * THE SOFTWARE IS PROVIDED \"AS IS\", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR\n * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,\n * FITNESS FOR A PARTICULAR PURPOSE AND NON-INFRINGEMENT. IN NO EVENT SHALL THE\n * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER\n * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING\n * FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS\n * IN THE SOFTWARE.\n */\n\nimport escapeHTML from \"escape-html\"\n\nimport { SearchIndexDocument } from \"../_\"\n\n/* ----------------------------------------------------------------------------\n * Types\n * ------------------------------------------------------------------------- */\n\n/**\n * Search document\n */\nexport interface SearchDocument extends SearchIndexDocument {\n parent?: SearchIndexDocument /* Parent article */\n}\n\n/* ------------------------------------------------------------------------- */\n\n/**\n * Search document mapping\n */\nexport type SearchDocumentMap = Map\n\n/* ----------------------------------------------------------------------------\n * Functions\n * ------------------------------------------------------------------------- */\n\n/**\n * Create a search document mapping\n *\n * @param docs - Search index documents\n *\n * @returns Search document map\n */\nexport function setupSearchDocumentMap(\n docs: SearchIndexDocument[]\n): SearchDocumentMap {\n const documents = new Map()\n const parents = new Set()\n for (const doc of docs) {\n const [path, hash] = doc.location.split(\"#\")\n\n /* Extract location, title and tags */\n const location = doc.location\n const title = doc.title\n const tags = doc.tags\n\n /* Escape and cleanup text */\n const text = escapeHTML(doc.text)\n .replace(/\\s+(?=[,.:;!?])/g, \"\")\n .replace(/\\s+/g, \" \")\n\n /* Handle section */\n if (hash) {\n const parent = documents.get(path)!\n\n /* Ignore first section, override article */\n if (!parents.has(parent)) {\n parent.title = doc.title\n parent.text = text\n\n /* Remember that we processed the article */\n parents.add(parent)\n\n /* Add subsequent section */\n } else {\n documents.set(location, {\n location,\n title,\n text,\n parent\n })\n }\n\n /* Add article */\n } else {\n documents.set(location, {\n location,\n title,\n text,\n ...tags && { tags }\n })\n }\n }\n return documents\n}\n", "/*\n * Copyright (c) 2016-2022 Martin Donath \n *\n * Permission is hereby granted, free of charge, to any person obtaining a copy\n * of this software and associated documentation files (the \"Software\"), to\n * deal in the Software without restriction, including without limitation the\n * rights to use, copy, modify, merge, publish, distribute, sublicense, and/or\n * sell copies of the Software, and to permit persons to whom the Software is\n * furnished to do so, subject to the following conditions:\n *\n * The above copyright notice and this permission notice shall be included in\n * all copies or substantial portions of the Software.\n *\n * THE SOFTWARE IS PROVIDED \"AS IS\", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR\n * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,\n * FITNESS FOR A PARTICULAR PURPOSE AND NON-INFRINGEMENT. IN NO EVENT SHALL THE\n * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER\n * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING\n * FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS\n * IN THE SOFTWARE.\n */\n\nimport escapeHTML from \"escape-html\"\n\nimport { SearchIndexConfig } from \"../_\"\n\n/* ----------------------------------------------------------------------------\n * Types\n * ------------------------------------------------------------------------- */\n\n/**\n * Search highlight function\n *\n * @param value - Value\n *\n * @returns Highlighted value\n */\nexport type SearchHighlightFn = (value: string) => string\n\n/**\n * Search highlight factory function\n *\n * @param query - Query value\n *\n * @returns Search highlight function\n */\nexport type SearchHighlightFactoryFn = (query: string) => SearchHighlightFn\n\n/* ----------------------------------------------------------------------------\n * Functions\n * ------------------------------------------------------------------------- */\n\n/**\n * Create a search highlighter\n *\n * @param config - Search index configuration\n * @param escape - Whether to escape HTML\n *\n * @returns Search highlight factory function\n */\nexport function setupSearchHighlighter(\n config: SearchIndexConfig, escape: boolean\n): SearchHighlightFactoryFn {\n const separator = new RegExp(config.separator, \"img\")\n const highlight = (_: unknown, data: string, term: string) => {\n return `${data}${term}`\n }\n\n /* Return factory function */\n return (query: string) => {\n query = query\n .replace(/[\\s*+\\-:~^]+/g, \" \")\n .trim()\n\n /* Create search term match expression */\n const match = new RegExp(`(^|${config.separator})(${\n query\n .replace(/[|\\\\{}()[\\]^$+*?.-]/g, \"\\\\$&\")\n .replace(separator, \"|\")\n })`, \"img\")\n\n /* Highlight string value */\n return value => (\n escape\n ? escapeHTML(value)\n : value\n )\n .replace(match, highlight)\n .replace(/<\\/mark>(\\s+)]*>/img, \"$1\")\n }\n}\n", "/*\n * Copyright (c) 2016-2022 Martin Donath \n *\n * Permission is hereby granted, free of charge, to any person obtaining a copy\n * of this software and associated documentation files (the \"Software\"), to\n * deal in the Software without restriction, including without limitation the\n * rights to use, copy, modify, merge, publish, distribute, sublicense, and/or\n * sell copies of the Software, and to permit persons to whom the Software is\n * furnished to do so, subject to the following conditions:\n *\n * The above copyright notice and this permission notice shall be included in\n * all copies or substantial portions of the Software.\n *\n * THE SOFTWARE IS PROVIDED \"AS IS\", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR\n * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,\n * FITNESS FOR A PARTICULAR PURPOSE AND NON-INFRINGEMENT. IN NO EVENT SHALL THE\n * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER\n * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING\n * FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS\n * IN THE SOFTWARE.\n */\n\n/* ----------------------------------------------------------------------------\n * Types\n * ------------------------------------------------------------------------- */\n\n/**\n * Search query clause\n */\nexport interface SearchQueryClause {\n presence: lunr.Query.presence /* Clause presence */\n term: string /* Clause term */\n}\n\n/* ------------------------------------------------------------------------- */\n\n/**\n * Search query terms\n */\nexport type SearchQueryTerms = Record\n\n/* ----------------------------------------------------------------------------\n * Functions\n * ------------------------------------------------------------------------- */\n\n/**\n * Parse a search query for analysis\n *\n * @param value - Query value\n *\n * @returns Search query clauses\n */\nexport function parseSearchQuery(\n value: string\n): SearchQueryClause[] {\n const query = new (lunr as any).Query([\"title\", \"text\"])\n const parser = new (lunr as any).QueryParser(value, query)\n\n /* Parse and return query clauses */\n parser.parse()\n return query.clauses\n}\n\n/**\n * Analyze the search query clauses in regard to the search terms found\n *\n * @param query - Search query clauses\n * @param terms - Search terms\n *\n * @returns Search query terms\n */\nexport function getSearchQueryTerms(\n query: SearchQueryClause[], terms: string[]\n): SearchQueryTerms {\n const clauses = new Set(query)\n\n /* Match query clauses against terms */\n const result: SearchQueryTerms = {}\n for (let t = 0; t < terms.length; t++)\n for (const clause of clauses)\n if (terms[t].startsWith(clause.term)) {\n result[clause.term] = true\n clauses.delete(clause)\n }\n\n /* Annotate unmatched non-stopword query clauses */\n for (const clause of clauses)\n if (lunr.stopWordFilter?.(clause.term as any))\n result[clause.term] = false\n\n /* Return query terms */\n return result\n}\n", "/*\n * Copyright (c) 2016-2022 Martin Donath \n *\n * Permission is hereby granted, free of charge, to any person obtaining a copy\n * of this software and associated documentation files (the \"Software\"), to\n * deal in the Software without restriction, including without limitation the\n * rights to use, copy, modify, merge, publish, distribute, sublicense, and/or\n * sell copies of the Software, and to permit persons to whom the Software is\n * furnished to do so, subject to the following conditions:\n *\n * The above copyright notice and this permission notice shall be included in\n * all copies or substantial portions of the Software.\n *\n * THE SOFTWARE IS PROVIDED \"AS IS\", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR\n * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,\n * FITNESS FOR A PARTICULAR PURPOSE AND NON-INFRINGEMENT. IN NO EVENT SHALL THE\n * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER\n * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING\n * FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS\n * IN THE SOFTWARE.\n */\n\nimport {\n SearchDocument,\n SearchDocumentMap,\n setupSearchDocumentMap\n} from \"../document\"\nimport {\n SearchHighlightFactoryFn,\n setupSearchHighlighter\n} from \"../highlighter\"\nimport { SearchOptions } from \"../options\"\nimport {\n SearchQueryTerms,\n getSearchQueryTerms,\n parseSearchQuery\n} from \"../query\"\n\n/* ----------------------------------------------------------------------------\n * Types\n * ------------------------------------------------------------------------- */\n\n/**\n * Search index configuration\n */\nexport interface SearchIndexConfig {\n lang: string[] /* Search languages */\n separator: string /* Search separator */\n}\n\n/**\n * Search index document\n */\nexport interface SearchIndexDocument {\n location: string /* Document location */\n title: string /* Document title */\n text: string /* Document text */\n tags?: string[] /* Document tags */\n boost?: number /* Document boost */\n}\n\n/* ------------------------------------------------------------------------- */\n\n/**\n * Search index\n *\n * This interfaces describes the format of the `search_index.json` file which\n * is automatically built by the MkDocs search plugin.\n */\nexport interface SearchIndex {\n config: SearchIndexConfig /* Search index configuration */\n docs: SearchIndexDocument[] /* Search index documents */\n options: SearchOptions /* Search options */\n}\n\n/* ------------------------------------------------------------------------- */\n\n/**\n * Search metadata\n */\nexport interface SearchMetadata {\n score: number /* Score (relevance) */\n terms: SearchQueryTerms /* Search query terms */\n}\n\n/* ------------------------------------------------------------------------- */\n\n/**\n * Search result document\n */\nexport type SearchResultDocument = SearchDocument & SearchMetadata\n\n/**\n * Search result item\n */\nexport type SearchResultItem = SearchResultDocument[]\n\n/* ------------------------------------------------------------------------- */\n\n/**\n * Search result\n */\nexport interface SearchResult {\n items: SearchResultItem[] /* Search result items */\n suggestions?: string[] /* Search suggestions */\n}\n\n/* ----------------------------------------------------------------------------\n * Functions\n * ------------------------------------------------------------------------- */\n\n/**\n * Compute the difference of two lists of strings\n *\n * @param a - 1st list of strings\n * @param b - 2nd list of strings\n *\n * @returns Difference\n */\nfunction difference(a: string[], b: string[]): string[] {\n const [x, y] = [new Set(a), new Set(b)]\n return [\n ...new Set([...x].filter(value => !y.has(value)))\n ]\n}\n\n/* ----------------------------------------------------------------------------\n * Class\n * ------------------------------------------------------------------------- */\n\n/**\n * Search index\n */\nexport class Search {\n\n /**\n * Search document mapping\n *\n * A mapping of URLs (including hash fragments) to the actual articles and\n * sections of the documentation. The search document mapping must be created\n * regardless of whether the index was prebuilt or not, as Lunr.js itself\n * only stores the actual index.\n */\n protected documents: SearchDocumentMap\n\n /**\n * Search highlight factory function\n */\n protected highlight: SearchHighlightFactoryFn\n\n /**\n * The underlying Lunr.js search index\n */\n protected index: lunr.Index\n\n /**\n * Search options\n */\n protected options: SearchOptions\n\n /**\n * Create the search integration\n *\n * @param data - Search index\n */\n public constructor({ config, docs, options }: SearchIndex) {\n this.options = options\n\n /* Set up document map and highlighter factory */\n this.documents = setupSearchDocumentMap(docs)\n this.highlight = setupSearchHighlighter(config, false)\n\n /* Set separator for tokenizer */\n lunr.tokenizer.separator = new RegExp(config.separator)\n\n /* Create search index */\n this.index = lunr(function () {\n\n /* Set up multi-language support */\n if (config.lang.length === 1 && config.lang[0] !== \"en\") {\n this.use((lunr as any)[config.lang[0]])\n } else if (config.lang.length > 1) {\n this.use((lunr as any).multiLanguage(...config.lang))\n }\n\n /* Compute functions to be removed from the pipeline */\n const fns = difference([\n \"trimmer\", \"stopWordFilter\", \"stemmer\"\n ], options.pipeline)\n\n /* Remove functions from the pipeline for registered languages */\n for (const lang of config.lang.map(language => (\n language === \"en\" ? lunr : (lunr as any)[language]\n ))) {\n for (const fn of fns) {\n this.pipeline.remove(lang[fn])\n this.searchPipeline.remove(lang[fn])\n }\n }\n\n /* Set up reference */\n this.ref(\"location\")\n\n /* Set up fields */\n this.field(\"title\", { boost: 1e3 })\n this.field(\"text\")\n this.field(\"tags\", { boost: 1e6, extractor: doc => {\n const { tags = [] } = doc as SearchDocument\n return tags.reduce((list, tag) => [\n ...list,\n ...lunr.tokenizer(tag)\n ], [] as lunr.Token[])\n } })\n\n /* Index documents */\n for (const doc of docs)\n this.add(doc, { boost: doc.boost })\n })\n }\n\n /**\n * Search for matching documents\n *\n * The search index which MkDocs provides is divided up into articles, which\n * contain the whole content of the individual pages, and sections, which only\n * contain the contents of the subsections obtained by breaking the individual\n * pages up at `h1` ... `h6`. As there may be many sections on different pages\n * with identical titles (for example within this very project, e.g. \"Usage\"\n * or \"Installation\"), they need to be put into the context of the containing\n * page. For this reason, section results are grouped within their respective\n * articles which are the top-level results that are returned.\n *\n * @param query - Query value\n *\n * @returns Search results\n */\n public search(query: string): SearchResult {\n if (query) {\n try {\n const highlight = this.highlight(query)\n\n /* Parse query to extract clauses for analysis */\n const clauses = parseSearchQuery(query)\n .filter(clause => (\n clause.presence !== lunr.Query.presence.PROHIBITED\n ))\n\n /* Perform search and post-process results */\n const groups = this.index.search(`${query}*`)\n\n /* Apply post-query boosts based on title and search query terms */\n .reduce((item, { ref, score, matchData }) => {\n const document = this.documents.get(ref)\n if (typeof document !== \"undefined\") {\n const { location, title, text, tags, parent } = document\n\n /* Compute and analyze search query terms */\n const terms = getSearchQueryTerms(\n clauses,\n Object.keys(matchData.metadata)\n )\n\n /* Highlight title and text and apply post-query boosts */\n const boost = +!parent + +Object.values(terms).every(t => t)\n item.push({\n location,\n title: highlight(title),\n text: highlight(text),\n ...tags && { tags: tags.map(highlight) },\n score: score * (1 + boost),\n terms\n })\n }\n return item\n }, [])\n\n /* Sort search results again after applying boosts */\n .sort((a, b) => b.score - a.score)\n\n /* Group search results by page */\n .reduce((items, result) => {\n const document = this.documents.get(result.location)\n if (typeof document !== \"undefined\") {\n const ref = \"parent\" in document\n ? document.parent!.location\n : document.location\n items.set(ref, [...items.get(ref) || [], result])\n }\n return items\n }, new Map())\n\n /* Generate search suggestions, if desired */\n let suggestions: string[] | undefined\n if (this.options.suggestions) {\n const titles = this.index.query(builder => {\n for (const clause of clauses)\n builder.term(clause.term, {\n fields: [\"title\"],\n presence: lunr.Query.presence.REQUIRED,\n wildcard: lunr.Query.wildcard.TRAILING\n })\n })\n\n /* Retrieve suggestions for best match */\n suggestions = titles.length\n ? 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absolute; + top: 15px; + left: 15px; + display: inline-block; + width: 15px; + height: 15px; + border-radius: 50%; + /* A little hack to display the window buttons in one pseudo element. */ + background: #d9515d; + -webkit-box-shadow: 25px 0 0 #f4c025, 50px 0 0 #3ec930; + box-shadow: 25px 0 0 #f4c025, 50px 0 0 #3ec930; +} + +[data-termynal]:after { + content: 'bash'; + position: absolute; + color: var(--color-text-subtle); + top: 5px; + left: 0; + width: 100%; + text-align: center; +} + +a[data-terminal-control] { + text-align: right; + display: block; + color: #aebbff; +} + +[data-terminal-copy] { + text-align: right; + position: absolute; + top:5px; + right:5px; +} + +[data-terminal-copy].md-clipboard { + color: #aebbff; +} + +:hover>[data-terminal-copy].md-clipboard { + color: #006bb6 + } + +[data-ty] { + display: block; + line-height: 2; +} + +[data-ty]:before { + /* Set up defaults and ensure empty lines are displayed. */ + content: ''; + display: inline-block; + vertical-align: middle; +} + +[data-ty="input"]:before, +[data-ty-prompt]:before { + margin-right: 0.75em; + color: var(--color-text-subtle); +} + +[data-ty="input"]:before { + content: '$'; +} + +[data-ty][data-ty-prompt]:before { + content: attr(data-ty-prompt); +} + +[data-ty-cursor]:after { + content: attr(data-ty-cursor); + font-family: monospace; + margin-left: 0.5em; + -webkit-animation: blink 1s infinite; + animation: blink 1s infinite; +} + + +/* Cursor animation */ + +@-webkit-keyframes blink { + 50% { + opacity: 0; + } +} + +@keyframes blink { + 50% { + opacity: 0; + } +} diff --git a/main/assets/termynal/termynal.js b/main/assets/termynal/termynal.js new file mode 100644 index 0000000..208e2ed --- /dev/null +++ b/main/assets/termynal/termynal.js @@ -0,0 +1,411 @@ +/** + * termynal.js + * A lightweight, modern and extensible animated terminal window, using + * async/await. + * + * @author Ines Montani + * @version 0.0.1 + * @license MIT + * + * Modified version from https://github.com/tiangolo/typer + * + */ + +'use strict'; + +/** Generate a terminal widget. */ +class Termynal { + /** + * Construct the widget's settings. + * @param {(string|Node)=} container - Query selector or container element. + * @param {Object=} options - Custom settings. + * @param {string} options.prefix - Prefix to use for data attributes. + * @param {number} options.startDelay - Delay before animation, in ms. + * @param {number} options.typeDelay - Delay between each typed character, in ms. + * @param {number} options.lineDelay - Delay between each line, in ms. + * @param {number} options.progressLength - Number of characters displayed as progress bar. + * @param {string} options.progressChar – Character to use for progress bar, defaults to █. + * @param {number} options.progressPercent - Max percent of progress. + * @param {string} options.cursor – Character to use for cursor, defaults to ▋. + * @param {Object[]} lineData - Dynamically loaded line data objects. + * @param {boolean} options.noInit - Don't initialise the animation. + */ + constructor(container = '#termynal', options = {}) { + this.container = (typeof container === 'string') ? document.querySelector(container) : container; + this.pfx = `data-${options.prefix || 'ty'}`; + this.originalStartDelay = this.startDelay = options.startDelay + || parseFloat(this.container.getAttribute(`${this.pfx}-startDelay`)) || 600; + this.originalTypeDelay = this.typeDelay = options.typeDelay + || parseFloat(this.container.getAttribute(`${this.pfx}-typeDelay`)) || 90; + this.originalLineDelay = this.lineDelay = options.lineDelay + || parseFloat(this.container.getAttribute(`${this.pfx}-lineDelay`)) || 500; + this.progressLength = options.progressLength + || parseFloat(this.container.getAttribute(`${this.pfx}-progressLength`)) || 20; + this.progressChar = options.progressChar + || this.container.getAttribute(`${this.pfx}-progressChar`) || '█'; + this.progressPercent = options.progressPercent + || parseFloat(this.container.getAttribute(`${this.pfx}-progressPercent`)) || 100; + this.cursor = options.cursor + || this.container.getAttribute(`${this.pfx}-cursor`) || '▋'; + this.lineData = this.lineDataToElements(options.lineData || []); + this.loadLines() + if (!options.noInit) this.init() + } + + loadLines() { + // Load all the lines and create the container so that the size is fixed + // Otherwise it would be changing and the user viewport would be constantly + // moving as she/he scrolls + const finish = this.generateFinish() + finish.style.visibility = 'hidden' + this.container.appendChild(finish) + // Appends dynamically loaded lines to existing line elements. + this.lines = [...this.container.querySelectorAll(`[${this.pfx}]`)].concat(this.lineData); + for (let line of this.lines) { + line.style.visibility = 'hidden' + this.container.appendChild(line) + } + const restart = this.generateRestart() + restart.style.visibility = 'hidden' + this.container.appendChild(restart) + this.container.setAttribute('data-termynal', ''); + } + + /** + * Initialise the widget, get lines, clear container and start animation. + */ + init() { + /** + * Calculates width and height of Termynal container. + * If container is empty and lines are dynamically loaded, defaults to browser `auto` or CSS. + */ + const containerStyle = getComputedStyle(this.container); + this.container.style.width = containerStyle.width !== '0px' ? + containerStyle.width : undefined; + this.container.style.minHeight = containerStyle.height !== '0px' ? + containerStyle.height : undefined; + + this.container.setAttribute('data-termynal', ''); + this.container.innerHTML = ''; + for (let line of this.lines) { + line.style.visibility = 'visible' + } + this.start(); + } + + /** + * Start the animation and rener the lines depending on their data attributes. + */ + async start() { + this.addCopy() + this.addFinish() + await this._wait(this.startDelay); + + for (let line of this.lines) { + const type = line.getAttribute(this.pfx); + const delay = line.getAttribute(`${this.pfx}-delay`) || this.lineDelay; + + if (type == 'input') { + line.setAttribute(`${this.pfx}-cursor`, this.cursor); + await this.type(line); + await this._wait(delay); + } + + else if (type == 'progress') { + await this.progress(line); + await this._wait(delay); + } + + else { + this.container.appendChild(line); + await this._wait(delay); + } + + line.removeAttribute(`${this.pfx}-cursor`); + } + this.addRestart() + this.finishElement.style.visibility = 'hidden' + this.lineDelay = this.originalLineDelay + this.typeDelay = this.originalTypeDelay + this.startDelay = this.originalStartDelay + } + + generateRestart() { + const restart = document.createElement('a') + restart.onclick = (e) => { + e.preventDefault() + this.container.innerHTML = '' + this.init() + } + restart.setAttribute('data-terminal-control', '') + restart.innerHTML = "restart ↻" + return restart + } + + generateCopy() { + let copy = document.createElement('button') + copy.classList.add("md-clipboard") + copy.classList.add("md-icon") + copy.onclick = (e) => { + var command = '' + for (let line of this.lines) { + if (line.getAttribute("data-ty") == 'input') { + command = command + line.innerHTML + '\n' + } + } + navigator.clipboard.writeText(command) + } + copy.setAttribute('data-terminal-copy', '') + return copy + } + + generateFinish() { + const finish = document.createElement('a') + finish.onclick = (e) => { + e.preventDefault() + this.lineDelay = 0 + this.typeDelay = 0 + this.startDelay = 0 + } + finish.setAttribute('data-terminal-control', '') + finish.innerHTML = "fast →" + this.finishElement = finish + return finish + } + + addRestart() { + const restart = this.generateRestart() + this.container.appendChild(restart) + } + + addFinish() { + const finish = this.generateFinish() + this.container.appendChild(finish) + } + + addCopy() { + let copy = this.generateCopy() + this.container.appendChild(copy) + } + + /** + * Animate a typed line. + * @param {Node} line - The line element to render. + */ + async type(line) { + const chars = [...line.textContent]; + line.textContent = ''; + this.container.appendChild(line); + + for (let char of chars) { + const delay = line.getAttribute(`${this.pfx}-typeDelay`) || this.typeDelay; + await this._wait(delay); + line.textContent += char; + } + } + + /** + * Animate a progress bar. + * @param {Node} line - The line element to render. + */ + async progress(line) { + const progressLength = line.getAttribute(`${this.pfx}-progressLength`) + || this.progressLength; + const progressChar = line.getAttribute(`${this.pfx}-progressChar`) + || this.progressChar; + const chars = progressChar.repeat(progressLength); + const progressPercent = line.getAttribute(`${this.pfx}-progressPercent`) + || this.progressPercent; + line.textContent = ''; + this.container.appendChild(line); + + for (let i = 1; i < chars.length + 1; i++) { + await this._wait(this.typeDelay); + const percent = Math.round(i / chars.length * 100); + line.textContent = `${chars.slice(0, i)} ${percent}%`; + if (percent > progressPercent) { + break; + } + } + } + + /** + * Helper function for animation delays, called with `await`. + * @param {number} time - Timeout, in ms. + */ + _wait(time) { + return new Promise(resolve => setTimeout(resolve, time)); + } + + /** + * Converts line data objects into line elements. + * + * @param {Object[]} lineData - Dynamically loaded lines. + * @param {Object} line - Line data object. + * @returns {Element[]} - Array of line elements. + */ + lineDataToElements(lineData) { + return lineData.map(line => { + let div = document.createElement('div'); + div.innerHTML = `${line.value || ''}`; + + return div.firstElementChild; + }); + } + + /** + * Helper function for generating attributes string. + * + * @param {Object} line - Line data object. + * @returns {string} - String of attributes. + */ + _attributes(line) { + let attrs = ''; + for (let prop in line) { + // Custom add class + if (prop === 'class') { + attrs += ` class=${line[prop]} ` + continue + } + if (prop === 'type') { + attrs += `${this.pfx}="${line[prop]}" ` + } else if (prop !== 'value') { + attrs += `${this.pfx}-${prop}="${line[prop]}" ` + } + } + + return attrs; + } +} + +/** +* HTML API: If current script has container(s) specified, initialise Termynal. +*/ +if (document.currentScript.hasAttribute('data-termynal-container')) { + const containers = document.currentScript.getAttribute('data-termynal-container'); + containers.split('|') + .forEach(container => new Termynal(container)) +} + +/** +* HTML API: If current script has container(s) specified, initialise Termynal. +*/ +if (document.currentScript.hasAttribute('data-termynal-container')) { + const containers = document.currentScript.getAttribute('data-termynal-container'); + containers.split('|') + .forEach(container => new Termynal(container)) +} + + +document.querySelectorAll(".use-termynal").forEach(node => { + node.style.display = "block"; + new Termynal(node, { + lineDelay: 500 + }); +}); +const progressLiteralStart = "---> 100%"; +const promptLiteralStart = "$ "; +const customPromptLiteralStart = "# "; +const colorOutputLiteralStart = "color:"; +const termynalActivateClass = "termy"; +let termynals = []; + +function createTermynals() { + document + .querySelectorAll(`.${termynalActivateClass} .highlight`) + .forEach(node => { + const text = node.textContent; + const lines = text.split("\n"); + const useLines = []; + let buffer = []; + function saveBuffer() { + if (buffer.length) { + let isBlankSpace = true; + buffer.forEach(line => { + if (line) { + isBlankSpace = false; + } + }); + var dataValue = {}; + if (isBlankSpace) { + dataValue["delay"] = 0; + } + /*if (buffer[buffer.length - 1] === "") { + // A last single
    won't have effect + // so put an additional one + buffer.push(""); + }*/ + + const bufferValue = buffer.join("
    "); + dataValue["value"] = bufferValue; + useLines.push(dataValue); + buffer = []; + } + } + for (let line of lines) { + if (line === progressLiteralStart) { + saveBuffer(); + useLines.push({ + type: "progress" + }); + } else if (line.startsWith(promptLiteralStart)) { + saveBuffer(); + const value = line.replace(promptLiteralStart, "").trimEnd(); + useLines.push({ + type: "input", + value: value + }); + } else if (line.startsWith("// ")) { + saveBuffer(); + const value = "💬 " + line.replace("// ", "").trimEnd(); + useLines.push({ + value: value, + class: "termynal-comment", + delay: 0 + }); + } else if (line.startsWith(customPromptLiteralStart)) { + saveBuffer(); + const promptStart = line.indexOf(promptLiteralStart); + if (promptStart === -1) { + console.error("Custom prompt found but no end delimiter", line) + } + const prompt = line.slice(0, promptStart).replace(customPromptLiteralStart, "") + let value = line.slice(promptStart + promptLiteralStart.length); + useLines.push({ + type: "input", + value: value, + prompt: prompt + }); + } else if (line.startsWith(colorOutputLiteralStart)) { + let color = line.substring(0, line.indexOf(' ')); + let line_value = line.substring(line.indexOf(' ') + 1); + var color_line = "" + line_value + "" + buffer.push(color_line); + } else { + buffer.push(line); + } + } + saveBuffer(); + const div = document.createElement("div"); + node.replaceWith(div); + const termynal = new Termynal(div, { + lineData: useLines, + noInit: true, + lineDelay: 500 + }); + termynals.push(termynal); + }); +} + +function loadVisibleTermynals() { + termynals = termynals.filter(termynal => { + if (termynal.container.getBoundingClientRect().top - innerHeight <= 0) { + termynal.init(); + return false; + } + return true; + }); +} +window.addEventListener("scroll", loadVisibleTermynals); +createTermynals(); +loadVisibleTermynals(); diff --git a/main/changelog/index.html b/main/changelog/index.html new file mode 100644 index 0000000..aa4a3e3 --- /dev/null +++ b/main/changelog/index.html @@ -0,0 +1,1736 @@ + + + + + + + + + + + + + + + + Changelog - Confit + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
    + +
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    + + + + +
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    + + + + + + + + + +

    Changelog

    +

    v0.7.4 (2025-01-15)

    +
      +
    • Allow larger than 4096 bytes config files
      • +
    • Escape tabs and newline when serializing to a config file
      • +
    • Fix an infinite loop that occured when resolving a reference to a field with a null value
      • +
    +

    v0.7.3 (2024-12-11)

    +
      +
    • Support interpolated seed in the config file (as a reminder, the seed is treated specifically by confit to initialize random generators before any object is resolved)
      • +
    • Support if/else expressions in interpolation, and only resolve the relevant branch
      • +
    +

    v0.7.2 (2024-11-23)

    +
      +
    • Seed the program BEFORE the config file is resolved and components have been instantiated, to ensure reproducibility.
      • +
    +

    v0.7.1 (2024-11-21)

    +
      +
    • Force utf-8 encoding when writing a config file (ini or yaml)
      • +
    +

    v0.7.0 (2024-10-22)

    +

    Changed

    +
      +
    • Aborting a script will now show the traceback
      • +
    +

    Fixed

    +
      +
    • Confit should no longer cause pydantic v1 deprecation warnings
      • +
    +

    v0.6.0 (2024-09-13)

    +

    Fixed

    +
      +
    • Support IPython autoreload on confit wrapped functions
      • +
    • Support using config files with scripts without a dedicated section header
      • +
    • Disable configparser interpolation (% symbol)
      • +
    • Better support for escaped strings in config files
      • +
    • Various registry-related fixes
      • +
    +

    Added

    +
      +
    • Non-relevant fields (outside the script dedicated section) are no longer instantiated when running a script with a config file
      • +
    • We now support loading and serializing configs in yaml syntax (Confit.from_yaml_str, Confit.to_yaml_str, Confit.from_disk("___.yaml") and Confit.to_disk("___.yaml"))
      • +
    +

    v0.5.5

    +

    Added

    +
      +
    • Support fixing the path of validation errors raised inside a "validate" function (see the AsList meta type in the tests)
      • +
    +

    v0.5.4

    +

    Fixed

    +
      +
    • We now forward function signature when accessing a callable via a deprecated registry name. + This is useful when registry.get("deprecated-name") is inspected.
      • +
    +

    v0.5.3

    +

    Changed

    +
      +
    • We now raise an error if a value in the config cannot be deserialized as a JSON object but contains characters that hint at a JSON object (e.g. quotes, brackets, etc.). This changes the old behavior where we would silently ignore the value and keep the string as is.
      • +
    +

    Fixed

    +
      +
    • Allow complex interpolations like ${[*section."key.with.dot", "baz"]}
      • +
    +

    v0.5.2

    +

    Changed

    +
      +
    • Keys with dots (or path-like keys in general) will be escaped when serializing a config +
      {"section": {"deep.key": "ok"}}
+
      +will be serialized as +
      [section]
+'deep.key' = "ok"
+
      • +
    +

    v0.5.1

    +

    Added

    +
      +
    • Use context instead of func for set_seed to allow + 
      with set_seed(42):
+    # do stuff
+    num = random.randint(0, 100)
+
      • +
    • Add auto-reload plugin to work with confit wrapped functions in notebooks
      • +
    +

    v0.5.0

    +

    Added

    +
      +
    • deprecated parameter to register an object under multiple names with deprecation warnings
      • +
    +

    Fixed

    +
      +
    • Stop interpreting type errors as validation errors when executing a validated function
      • +
    +

    v0.4.3 - 31-08-2023

    +

    Fixed

    +
      +
    • Save var kwargs as separate fields
      • +
    +

    v0.4.2 - 31-08-2023

    +

    Fixed

    +
      +
    • Re-enable extra/duplicate arg errors and uniformize between pydantic v1/v2
      • +
    • Add pydantic-core dependency for jsonable types during dump
      • +
    +

    v0.4.1 - 29-08-2023

    +

    Fixed

    +
      +
    • Use pydantic v2 context error only if it is an exception
      • +
    +

    v0.4.0 - 29-08-2023

    +

    Added

    +
      +
    • Improve validation errors merging and display. By default, confit related frames and exception causes + in the traceback are hidden.
      • +
    • Show inner-confit traceback and exception chains if CONFIT_DEBUG env var is true
      • +
    • Support for both Pydantic v2 and v1
      • +
    +

    Fixed

    +
      +
    • If the seed is given a default value in CLI, it can now be used by confit when no seed is given
      • +
    +

    v0.3.0 - 25-08-2023

    +
      +
    • Allow keyword only parameters
      • +
    • Avoid import of all entry points by catalogue during failed registry lookup
      • +
    • Fix bug in serialization, leading to mixed config fields
      • +
    +

    v0.2.1 - 11-05-2023

    +
      +
    • Fix un-allowed kwargs: accepted signatures are fn(paramA, paramB=..., ... **kwargs)
      • +
    +

    v0.2.0 - 05-04-2023

    +
      +
    • Config.merge(...) now only copies collections (not the underlying data) and doesn't split keys around dots
      • +
    • __path__ option has been removed (having a override_structure in .to_str() would be better)
      • +
    • Allow to skip some parameters when storing config before resolution
      • +
    • Allow to resolve only a part of a configuration
      • +
    • Improve serialization (can refer to dict/tuple/list objects now) and merge the instance's .cfg attribute (which can be updated by the instance) with the stored config
      • +
    • Add the invoker option to .register(...) to modify the arguments of the call to the registered function or do something with the result
      • +
    • User defined class registry should now inherit from RegistryCollection
      • +
    +

    v0.1.5 - 02-03-2023

    +
      +
    • Verify the signature when registering rather than during a call
      • +
    • Allow **kwargs
      • +
    +

    v0.1.4 - 27-02-2023

    +
      +
    • More robust resolution algorithm
      • +
    • Cyclic reference detection
      • +
    • Extended JSON syntax reading & writing (tuple & nested refs)
      • +
    • Fix lists and tuple parsing
      • +
    • Fix multi registration
      • +
    • Fix inheritance between registered classes
      • +
    • Multilingual doc & improved docs style
      • +
    +

    v0.1.1 - 06-01-2023

    +

    Features

    +
      +
    • Enhanced references capabilities
      • +
    +

    v0.1.0 - 30-12-2022

    +

    Inception ! 🎉

    +

    Features

    +
      +
    • Config object with pre-resolve
      • +
    • typer CLI wrappers
      • +
    • catalogue registries
      • +
    • ...
      • +
    + + + + + + +
    +
    + + +
    + +
    + + + +
    +
    +
    +
    + + + + + + + + + + + + + + + + + + \ No newline at end of file diff --git a/main/contributing/index.html b/main/contributing/index.html new file mode 100644 index 0000000..014ad82 --- /dev/null +++ b/main/contributing/index.html @@ -0,0 +1,969 @@ + + + + + + + + + + + + + + + + Contributing to Confit - Confit + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
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    + + + + + + + + + +

    Contributing to Confit

    +

    We welcome contributions ! There are many ways to help. For example, you can:

    +
      +
    1. Help us track bugs by filing issues
      2. +
    2. Suggest and help prioritise new functionalities
      3. +
    3. Help us make the library as straightforward as possible, by simply asking questions on whatever does not seem clear to you.
      4. +
    +

    Development installation

    +

    To be able to run the test suite and develop your own pipeline, you should clone the repo and install it locally.

    +
    + +
    color:gray # Clone the repository and change directory
+$ git clone ssh://git@github.com/aphp/confit.git
+---> 100%
+
+$ cd confit
+
+color:gray # Install the library with its dev dependencies
+$ pip install -e ".[dev]"
+
    + +
    + +

    To make sure the pipeline will not fail because of formatting errors, we added pre-commit hooks using the pre-commit Python library. To use it, simply install it:

    +
    + +
    $ pre-commit install
+
    + +
    + +

    The pre-commit hooks defined in the configuration will automatically run when you commit your changes, letting you know if something went wrong.

    +

    The hooks only run on staged changes. To force-run it on all files, run:

    +
    + +
    $ pre-commit run --all-files
+---> 100%
+color:green All good !
+
    + +
    + +

    Proposing a merge request

    +

    Ideally, your changes should :

    +
      +
    • Be well-documented
      • +
    • Pass every tests, and preferably implement their own
      • +
    • Follow the style guide.
      • +
    +

    Testing your code

    +

    We use the Pytest test suite.

    +

    The following command will run the test suite. Writing your own tests is encouraged !

    +
    python -m pytest
+
    +

    Should your contribution propose a bug fix, we require the bug be thoroughly tested.

    +

    Style Guide

    +

    We use Black and Ruff to reformat the code. While other formatter only enforce PEP8 compliance, Black also makes the code uniform. In short :

    +
    +

    Black reformats entire files in place. It is not configurable.

    +
    +

    Moreover, the CI/CD pipeline enforces a number of checks on the "quality" of the code. To wit, non black-formatted code will make the test pipeline fail. We use pre-commit to keep our codebase clean.

    +

    Refer to the development install tutorial for tips on how to format your files automatically. +Most modern editors propose extensions that will format files on save.

    +

    Documentation

    +

    Make sure to document your improvements, both within the code with comprehensive docstrings, +as well as in the documentation itself if need be.

    +

    We use MkDocs for Confit's documentation. You can checkout the changes you make with:

    +
    + +
    color:gray # Run the documentation
+$ mkdocs serve
+
    + +
    + +

    Go to localhost:8000 to see your changes. MkDocs watches for changes in the documentation folder +and automatically reloads the page.

    + + + + + + +
    +
    + + +
    + +
    + + + +
    +
    +
    +
    + + + + + + + + + + + + + + + + + + \ No newline at end of file diff --git a/main/en/alternatives/index.html b/main/en/alternatives/index.html new file mode 100644 index 0000000..84c373d --- /dev/null +++ b/main/en/alternatives/index.html @@ -0,0 +1,888 @@ + + + + + + + + + + + + + + + + Alternatives & Comparison - Confit + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
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    + + + + + + + + + +

    Alternatives & Comparison

    +

    In this section, we will explore what inspired Confit and how it compares to other alternative Python packages.

    +

    Confection

    +

    Confection (originally part of the Thinc library) +is another configuration framework from which Confit takes most of its inspiration. Both Confit and Confection support loading and exporting configuration data from/to strings or config files, as well as basic interpolation and custom class instantiation from a registry.

    +

    However, Confit takes it a step further by allowing arbitrary expression evaluation, post-resolution interpolation, and exporting features such as saving to strings or config files, serialization of JSON-like objects, custom classes, and reference serialization.

    +

    Confit also adds support for command-line interfaces by either passing a config file as an argument or by passing arguments (or overrides) directly to the CLI, while benefiting from argument validation and type casting.

    +

    Gin-config

    +

    Gin Config is a flexible configuration system built for machine learning research. Like Confit and Confection, gin-config supports basic interpolation and custom class instantiation and offers CLI support. However, it does not provide exporting configuration objects functionalities like Confit does or parameter validation.

    +

    Typer

    +

    Typer is a CLI library that focuses on providing easy-to-use functionalities for building command-line interface. While Typer offers excellent CLI support and basic argument validation, it does not have configuration file-related features such as loading, exporting, or parameter validation like Confit does. Confit relies on Typer for its CLI support, but adds config file arguments and instantiating classes from a registry, both of which are not available in Typer.

    +

    However, if your primary focus is on building a robust CLI, Typer is a strong alternative.

    +

    Pydantic-CLI

    +

    Pydantic-CLI is another CLI library that combines Pydantic and argparse for creating command-line interfaces. Pydantic-CLI provides CLI support and argument validation, similar to Typer. However, it does not have any configuration file-related features like Confit does, nor does it allow instantiating custom classes.

    +

    Tabular comparison

    +

    Loading

    + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
    FeatureConfitConfectionGinTyperPydantic-cli
    Load from str/config file✅✅🚫🚫🚫
    Basic interpolation✅✅✅NANA
    Arbitrary expression eval✅🚫🚫NANA
    Post-resolution interpolation✅🚫🚫NANA
    Custom class instantiation✅✅✅NANA
    +

    Exporting

    + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
    FeatureConfitConfectionGinTyperPydantic-cli
    Save to str/config file✅✅🚫🚫🚫
    Serialization of JSON-like obj✅✅NANANA
    Serialization of custom classes✅🚫NANANA
    Reference serialization✅🚫NANANA
    +

    CLI

    + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
    FeatureConfitConfectionGinTyperPydantic-cli
    CLI support✅🚫✅✅✅
    CLI short-hands🚫NA🚫✅🚫
    Argument validation✅NA🚫✅✅
    Config file argument✅NA✅🚫🚫
    +

    Parameter validation

    + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
    FeatureConfitConfectionGinTyperPydantic-cli
    Parameter validation support✅✅🚫✅✅
    Auto casting✅✅NA✅✅
    From a Python func/class call✅🚫NA🚫🚫
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    + + + + + + + + + + + + + + + + + + \ No newline at end of file diff --git a/main/en/assets/logo/aphp-blue.svg b/main/en/assets/logo/aphp-blue.svg new file mode 100644 index 0000000..581865c --- /dev/null +++ b/main/en/assets/logo/aphp-blue.svg @@ -0,0 +1,78 @@ + + + +image/svg+xml diff --git a/main/en/assets/logo/aphp-white.svg b/main/en/assets/logo/aphp-white.svg new file mode 100644 index 0000000..023b3a1 --- /dev/null +++ b/main/en/assets/logo/aphp-white.svg @@ -0,0 +1,78 @@ + + + +image/svg+xml diff --git a/main/en/assets/logo/logo.png b/main/en/assets/logo/logo.png new file mode 100644 index 0000000..025c1fe Binary files /dev/null and b/main/en/assets/logo/logo.png differ diff --git a/main/en/assets/stylesheets/extra.css b/main/en/assets/stylesheets/extra.css new file mode 100644 index 0000000..c7f3049 --- /dev/null +++ b/main/en/assets/stylesheets/extra.css @@ -0,0 +1,146 @@ +[data-md-color-scheme="default"] { + --md-primary-fg-color: #006bb6; + --md-primary-fg-color--light: #006bb6; + --md-accent-fg-color: #006bb6; + --md-accent-fg-color--light: #006bb6; +} + +[data-md-color-scheme="slate"] { + --md-primary-fg-color: #006bb6; + --md-primary-fg-color--dark: #006bb6; + --md-accent-fg-color: #006bb6; + --md-accent-fg-color--light: #006bb6; +} + +:root { + --md-admonition-icon--aphp: url('data:image/svg+xml;charset=utf-8,'); +} + + +.md-typeset .admonition.aphp, +.md-typeset details.aphp { + border-color: rgb(0, 107, 182); +} + +.md-typeset .aphp > .admonition-title, +.md-typeset .aphp > summary { + background-color: rgba(0, 107, 182, 0.1); + border-color: rgb(0, 107, 182); +} + +.md-typeset .aphp > .admonition-title::before, +.md-typeset .aphp > summary::before { + background-color: rgb(0, 107, 182); + -webkit-mask-image: var(--md-admonition-icon--aphp); + mask-image: var(--md-admonition-icon--aphp); +} + + + +:root { + --md-code-font: Consolas, Roboto Mono, Roboto; + --md-code-bg-color: rgba(175, 184, 193, .2); + + --md-typeset-color: #24292e; +} + + +:root,[data-md-color-scheme=default] { + --md-main-bg: #eef4f8; +} + +:root,[data-md-color-scheme=slate] { + --md-main-bg: hsl(232deg 15% 25%);; +} + +html { +} + +body, input { + font-family: brandongrotesque, Roboto, Tahoma, sans-serif; + font-family: Tahoma, Roboto; + font-family: -apple-system, BlinkMacSystemFont, "Segoe UI", Roboto, Oxygen, Ubuntu, Cantarell, "Fira Sans", "Droid Sans", "Helvetica Neue", Arial, sans-serif, "Apple Color Emoji", "Segoe UI Emoji", "Segoe UI Symbol";; + font-weight: 400; + font-feature-settings: normal; +} + +.md-typeset h1, .md-typeset h2, .md-typeset h3, .md-typeset h4, .md-typeset h5, .md-typeset h6 { + word-wrap: normal; + color: var(--md-typeset-color); + font-weight: 600; + scroll-margin-top: 1.25rem; + letter-spacing: 0; +} + +.md-typeset h1 { + border-bottom: 1px solid #d8dee4; +} + +.md-nav { + font-size: 0.8rem; +} + +.md-typeset code { + font-size: 1em; +} + +.md-typeset pre>code, .termy > [data-termynal], .highlighttable .linenos { + font-size: .75rem; +} + +.termy > [data-termynal] { + font-size: 0.8rem; + font-family: var(--md-code-font); + padding: 45px 45px 25px; +} + +.termy > [data-termynal] { + +} + +.md-typeset :is(.admonition,details) { + font-size: inherit !important; +} + +.highlight span.filename, .quote > summary { + font-size: 0.85em; + padding-top: 0.3em; + padding-bottom: 0.3em; +} + +.md-typeset pre>code, .highlight span.filename { + border-top-left-radius: 5px; + border-top-right-radius: 5px; +} + +.md-typeset pre>code { + border-bottom-left-radius: 5px; + border-bottom-right-radius: 5px; +} + +.md-main__inner { + margin-top: 0rem; +} + +@media screen and (min-width: 76.1875em) { + .md-sidebar { + margin-top: 1.5rem; + } +} + +.md-nav__title { + box-shadow: none !important; + background: none !important; +} + +.md-content { + background: var(--md-default-bg-color); +} + +.md-main { + background: var(--md-main-bg); +} + +.md-content__inner { + margin-top: 1.5rem; +} diff --git a/main/en/assets/termynal/termynal.css b/main/en/assets/termynal/termynal.css new file mode 100644 index 0000000..50cb944 --- /dev/null +++ b/main/en/assets/termynal/termynal.css @@ -0,0 +1,125 @@ +/** + * termynal.js + * + * @author Ines Montani + * @version 0.0.1 + * @license MIT + * + * Modified version from https://github.com/tiangolo/typer + */ + + :root { + --color-bg: #252a33; + --color-text: #eee; + --color-text-subtle: #a2a2a2; +} + +[data-termynal] { + width: 750px; + max-width: 100%; + background: var(--color-bg); + color: var(--color-text); + font-size: 18px; + /* font-family: 'Fira Mono', Consolas, Menlo, Monaco, 'Courier New', Courier, monospace; */ + font-family: 'Roboto Mono', 'Fira Mono', Consolas, Menlo, Monaco, 'Courier New', Courier, monospace; + border-radius: 4px; + padding: 75px 45px 35px; + position: relative; + -webkit-box-sizing: border-box; + box-sizing: border-box; +} + +[data-termynal]:before { + content: ''; + position: absolute; + top: 15px; + left: 15px; + display: inline-block; + width: 15px; + height: 15px; + border-radius: 50%; + /* A little hack to display the window buttons in one pseudo element. */ + background: #d9515d; + -webkit-box-shadow: 25px 0 0 #f4c025, 50px 0 0 #3ec930; + box-shadow: 25px 0 0 #f4c025, 50px 0 0 #3ec930; +} + +[data-termynal]:after { + content: 'bash'; + position: absolute; + color: var(--color-text-subtle); + top: 5px; + left: 0; + width: 100%; + text-align: center; +} + +a[data-terminal-control] { + text-align: right; + display: block; + color: #aebbff; +} + +[data-terminal-copy] { + text-align: right; + position: absolute; + top:5px; + right:5px; +} + +[data-terminal-copy].md-clipboard { + color: #aebbff; +} + +:hover>[data-terminal-copy].md-clipboard { + color: #006bb6 + } + +[data-ty] { + display: block; + line-height: 2; +} + +[data-ty]:before { + /* Set up defaults and ensure empty lines are displayed. */ + content: ''; + display: inline-block; + vertical-align: middle; +} + +[data-ty="input"]:before, +[data-ty-prompt]:before { + margin-right: 0.75em; + color: var(--color-text-subtle); +} + +[data-ty="input"]:before { + content: '$'; +} + +[data-ty][data-ty-prompt]:before { + content: attr(data-ty-prompt); +} + +[data-ty-cursor]:after { + content: attr(data-ty-cursor); + font-family: monospace; + margin-left: 0.5em; + -webkit-animation: blink 1s infinite; + animation: blink 1s infinite; +} + + +/* Cursor animation */ + +@-webkit-keyframes blink { + 50% { + opacity: 0; + } +} + +@keyframes blink { + 50% { + opacity: 0; + } +} diff --git a/main/en/assets/termynal/termynal.js b/main/en/assets/termynal/termynal.js new file mode 100644 index 0000000..208e2ed --- /dev/null +++ b/main/en/assets/termynal/termynal.js @@ -0,0 +1,411 @@ +/** + * termynal.js + * A lightweight, modern and extensible animated terminal window, using + * async/await. + * + * @author Ines Montani + * @version 0.0.1 + * @license MIT + * + * Modified version from https://github.com/tiangolo/typer + * + */ + +'use strict'; + +/** Generate a terminal widget. */ +class Termynal { + /** + * Construct the widget's settings. + * @param {(string|Node)=} container - Query selector or container element. + * @param {Object=} options - Custom settings. + * @param {string} options.prefix - Prefix to use for data attributes. + * @param {number} options.startDelay - Delay before animation, in ms. + * @param {number} options.typeDelay - Delay between each typed character, in ms. + * @param {number} options.lineDelay - Delay between each line, in ms. + * @param {number} options.progressLength - Number of characters displayed as progress bar. + * @param {string} options.progressChar – Character to use for progress bar, defaults to █. + * @param {number} options.progressPercent - Max percent of progress. + * @param {string} options.cursor – Character to use for cursor, defaults to ▋. + * @param {Object[]} lineData - Dynamically loaded line data objects. + * @param {boolean} options.noInit - Don't initialise the animation. + */ + constructor(container = '#termynal', options = {}) { + this.container = (typeof container === 'string') ? document.querySelector(container) : container; + this.pfx = `data-${options.prefix || 'ty'}`; + this.originalStartDelay = this.startDelay = options.startDelay + || parseFloat(this.container.getAttribute(`${this.pfx}-startDelay`)) || 600; + this.originalTypeDelay = this.typeDelay = options.typeDelay + || parseFloat(this.container.getAttribute(`${this.pfx}-typeDelay`)) || 90; + this.originalLineDelay = this.lineDelay = options.lineDelay + || parseFloat(this.container.getAttribute(`${this.pfx}-lineDelay`)) || 500; + this.progressLength = options.progressLength + || parseFloat(this.container.getAttribute(`${this.pfx}-progressLength`)) || 20; + this.progressChar = options.progressChar + || this.container.getAttribute(`${this.pfx}-progressChar`) || '█'; + this.progressPercent = options.progressPercent + || parseFloat(this.container.getAttribute(`${this.pfx}-progressPercent`)) || 100; + this.cursor = options.cursor + || this.container.getAttribute(`${this.pfx}-cursor`) || '▋'; + this.lineData = this.lineDataToElements(options.lineData || []); + this.loadLines() + if (!options.noInit) this.init() + } + + loadLines() { + // Load all the lines and create the container so that the size is fixed + // Otherwise it would be changing and the user viewport would be constantly + // moving as she/he scrolls + const finish = this.generateFinish() + finish.style.visibility = 'hidden' + this.container.appendChild(finish) + // Appends dynamically loaded lines to existing line elements. + this.lines = [...this.container.querySelectorAll(`[${this.pfx}]`)].concat(this.lineData); + for (let line of this.lines) { + line.style.visibility = 'hidden' + this.container.appendChild(line) + } + const restart = this.generateRestart() + restart.style.visibility = 'hidden' + this.container.appendChild(restart) + this.container.setAttribute('data-termynal', ''); + } + + /** + * Initialise the widget, get lines, clear container and start animation. + */ + init() { + /** + * Calculates width and height of Termynal container. + * If container is empty and lines are dynamically loaded, defaults to browser `auto` or CSS. + */ + const containerStyle = getComputedStyle(this.container); + this.container.style.width = containerStyle.width !== '0px' ? + containerStyle.width : undefined; + this.container.style.minHeight = containerStyle.height !== '0px' ? + containerStyle.height : undefined; + + this.container.setAttribute('data-termynal', ''); + this.container.innerHTML = ''; + for (let line of this.lines) { + line.style.visibility = 'visible' + } + this.start(); + } + + /** + * Start the animation and rener the lines depending on their data attributes. + */ + async start() { + this.addCopy() + this.addFinish() + await this._wait(this.startDelay); + + for (let line of this.lines) { + const type = line.getAttribute(this.pfx); + const delay = line.getAttribute(`${this.pfx}-delay`) || this.lineDelay; + + if (type == 'input') { + line.setAttribute(`${this.pfx}-cursor`, this.cursor); + await this.type(line); + await this._wait(delay); + } + + else if (type == 'progress') { + await this.progress(line); + await this._wait(delay); + } + + else { + this.container.appendChild(line); + await this._wait(delay); + } + + line.removeAttribute(`${this.pfx}-cursor`); + } + this.addRestart() + this.finishElement.style.visibility = 'hidden' + this.lineDelay = this.originalLineDelay + this.typeDelay = this.originalTypeDelay + this.startDelay = this.originalStartDelay + } + + generateRestart() { + const restart = document.createElement('a') + restart.onclick = (e) => { + e.preventDefault() + this.container.innerHTML = '' + this.init() + } + restart.setAttribute('data-terminal-control', '') + restart.innerHTML = "restart ↻" + return restart + } + + generateCopy() { + let copy = document.createElement('button') + copy.classList.add("md-clipboard") + copy.classList.add("md-icon") + copy.onclick = (e) => { + var command = '' + for (let line of this.lines) { + if (line.getAttribute("data-ty") == 'input') { + command = command + line.innerHTML + '\n' + } + } + navigator.clipboard.writeText(command) + } + copy.setAttribute('data-terminal-copy', '') + return copy + } + + generateFinish() { + const finish = document.createElement('a') + finish.onclick = (e) => { + e.preventDefault() + this.lineDelay = 0 + this.typeDelay = 0 + this.startDelay = 0 + } + finish.setAttribute('data-terminal-control', '') + finish.innerHTML = "fast →" + this.finishElement = finish + return finish + } + + addRestart() { + const restart = this.generateRestart() + this.container.appendChild(restart) + } + + addFinish() { + const finish = this.generateFinish() + this.container.appendChild(finish) + } + + addCopy() { + let copy = this.generateCopy() + this.container.appendChild(copy) + } + + /** + * Animate a typed line. + * @param {Node} line - The line element to render. + */ + async type(line) { + const chars = [...line.textContent]; + line.textContent = ''; + this.container.appendChild(line); + + for (let char of chars) { + const delay = line.getAttribute(`${this.pfx}-typeDelay`) || this.typeDelay; + await this._wait(delay); + line.textContent += char; + } + } + + /** + * Animate a progress bar. + * @param {Node} line - The line element to render. + */ + async progress(line) { + const progressLength = line.getAttribute(`${this.pfx}-progressLength`) + || this.progressLength; + const progressChar = line.getAttribute(`${this.pfx}-progressChar`) + || this.progressChar; + const chars = progressChar.repeat(progressLength); + const progressPercent = line.getAttribute(`${this.pfx}-progressPercent`) + || this.progressPercent; + line.textContent = ''; + this.container.appendChild(line); + + for (let i = 1; i < chars.length + 1; i++) { + await this._wait(this.typeDelay); + const percent = Math.round(i / chars.length * 100); + line.textContent = `${chars.slice(0, i)} ${percent}%`; + if (percent > progressPercent) { + break; + } + } + } + + /** + * Helper function for animation delays, called with `await`. + * @param {number} time - Timeout, in ms. + */ + _wait(time) { + return new Promise(resolve => setTimeout(resolve, time)); + } + + /** + * Converts line data objects into line elements. + * + * @param {Object[]} lineData - Dynamically loaded lines. + * @param {Object} line - Line data object. + * @returns {Element[]} - Array of line elements. + */ + lineDataToElements(lineData) { + return lineData.map(line => { + let div = document.createElement('div'); + div.innerHTML = `${line.value || ''}`; + + return div.firstElementChild; + }); + } + + /** + * Helper function for generating attributes string. + * + * @param {Object} line - Line data object. + * @returns {string} - String of attributes. + */ + _attributes(line) { + let attrs = ''; + for (let prop in line) { + // Custom add class + if (prop === 'class') { + attrs += ` class=${line[prop]} ` + continue + } + if (prop === 'type') { + attrs += `${this.pfx}="${line[prop]}" ` + } else if (prop !== 'value') { + attrs += `${this.pfx}-${prop}="${line[prop]}" ` + } + } + + return attrs; + } +} + +/** +* HTML API: If current script has container(s) specified, initialise Termynal. +*/ +if (document.currentScript.hasAttribute('data-termynal-container')) { + const containers = document.currentScript.getAttribute('data-termynal-container'); + containers.split('|') + .forEach(container => new Termynal(container)) +} + +/** +* HTML API: If current script has container(s) specified, initialise Termynal. +*/ +if (document.currentScript.hasAttribute('data-termynal-container')) { + const containers = document.currentScript.getAttribute('data-termynal-container'); + containers.split('|') + .forEach(container => new Termynal(container)) +} + + +document.querySelectorAll(".use-termynal").forEach(node => { + node.style.display = "block"; + new Termynal(node, { + lineDelay: 500 + }); +}); +const progressLiteralStart = "---> 100%"; +const promptLiteralStart = "$ "; +const customPromptLiteralStart = "# "; +const colorOutputLiteralStart = "color:"; +const termynalActivateClass = "termy"; +let termynals = []; + +function createTermynals() { + document + .querySelectorAll(`.${termynalActivateClass} .highlight`) + .forEach(node => { + const text = node.textContent; + const lines = text.split("\n"); + const useLines = []; + let buffer = []; + function saveBuffer() { + if (buffer.length) { + let isBlankSpace = true; + buffer.forEach(line => { + if (line) { + isBlankSpace = false; + } + }); + var dataValue = {}; + if (isBlankSpace) { + dataValue["delay"] = 0; + } + /*if (buffer[buffer.length - 1] === "") { + // A last single
    won't have effect + // so put an additional one + buffer.push(""); + }*/ + + const bufferValue = buffer.join("
    "); + dataValue["value"] = bufferValue; + useLines.push(dataValue); + buffer = []; + } + } + for (let line of lines) { + if (line === progressLiteralStart) { + saveBuffer(); + useLines.push({ + type: "progress" + }); + } else if (line.startsWith(promptLiteralStart)) { + saveBuffer(); + const value = line.replace(promptLiteralStart, "").trimEnd(); + useLines.push({ + type: "input", + value: value + }); + } else if (line.startsWith("// ")) { + saveBuffer(); + const value = "💬 " + line.replace("// ", "").trimEnd(); + useLines.push({ + value: value, + class: "termynal-comment", + delay: 0 + }); + } else if (line.startsWith(customPromptLiteralStart)) { + saveBuffer(); + const promptStart = line.indexOf(promptLiteralStart); + if (promptStart === -1) { + console.error("Custom prompt found but no end delimiter", line) + } + const prompt = line.slice(0, promptStart).replace(customPromptLiteralStart, "") + let value = line.slice(promptStart + promptLiteralStart.length); + useLines.push({ + type: "input", + value: value, + prompt: prompt + }); + } else if (line.startsWith(colorOutputLiteralStart)) { + let color = line.substring(0, line.indexOf(' ')); + let line_value = line.substring(line.indexOf(' ') + 1); + var color_line = "" + line_value + "" + buffer.push(color_line); + } else { + buffer.push(line); + } + } + saveBuffer(); + const div = document.createElement("div"); + node.replaceWith(div); + const termynal = new Termynal(div, { + lineData: useLines, + noInit: true, + lineDelay: 500 + }); + termynals.push(termynal); + }); +} + +function loadVisibleTermynals() { + termynals = termynals.filter(termynal => { + if (termynal.container.getBoundingClientRect().top - innerHeight <= 0) { + termynal.init(); + return false; + } + return true; + }); +} +window.addEventListener("scroll", loadVisibleTermynals); +createTermynals(); +loadVisibleTermynals(); diff --git a/main/en/changelog/index.html b/main/en/changelog/index.html new file mode 100644 index 0000000..43d5f16 --- /dev/null +++ b/main/en/changelog/index.html @@ -0,0 +1,1473 @@ + + + + + + + + + + + + + + + + Changelog - Confit + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
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    Changelog

    +

    v0.7.4 (2025-01-15)

    +
      +
    • Allow larger than 4096 bytes config files
      • +
    • Escape tabs and newline when serializing to a config file
      • +
    • Fix an infinite loop that occured when resolving a reference to a field with a null value
      • +
    +

    v0.7.3 (2024-12-11)

    +
      +
    • Support interpolated seed in the config file (as a reminder, the seed is treated specifically by confit to initialize random generators before any object is resolved)
      • +
    • Support if/else expressions in interpolation, and only resolve the relevant branch
      • +
    +

    v0.7.2 (2024-11-23)

    +
      +
    • Seed the program BEFORE the config file is resolved and components have been instantiated, to ensure reproducibility.
      • +
    +

    v0.7.1 (2024-11-21)

    +
      +
    • Force utf-8 encoding when writing a config file (ini or yaml)
      • +
    +

    v0.7.0 (2024-10-22)

    +

    Changed

    +
      +
    • Aborting a script will now show the traceback
      • +
    +

    Fixed

    +
      +
    • Confit should no longer cause pydantic v1 deprecation warnings
      • +
    +

    v0.6.0 (2024-09-13)

    +

    Fixed

    +
      +
    • Support IPython autoreload on confit wrapped functions
      • +
    • Support using config files with scripts without a dedicated section header
      • +
    • Disable configparser interpolation (% symbol)
      • +
    • Better support for escaped strings in config files
      • +
    • Various registry-related fixes
      • +
    +

    Added

    +
      +
    • Non-relevant fields (outside the script dedicated section) are no longer instantiated when running a script with a config file
      • +
    • We now support loading and serializing configs in yaml syntax (Confit.from_yaml_str, Confit.to_yaml_str, Confit.from_disk("___.yaml") and Confit.to_disk("___.yaml"))
      • +
    +

    v0.5.5

    +

    Added

    +
      +
    • Support fixing the path of validation errors raised inside a "validate" function (see the AsList meta type in the tests)
      • +
    +

    v0.5.4

    +

    Fixed

    +
      +
    • We now forward function signature when accessing a callable via a deprecated registry name. + This is useful when registry.get("deprecated-name") is inspected.
      • +
    +

    v0.5.3

    +

    Changed

    +
      +
    • We now raise an error if a value in the config cannot be deserialized as a JSON object but contains characters that hint at a JSON object (e.g. quotes, brackets, etc.). This changes the old behavior where we would silently ignore the value and keep the string as is.
      • +
    +

    Fixed

    +
      +
    • Allow complex interpolations like ${[*section."key.with.dot", "baz"]}
      • +
    +

    v0.5.2

    +

    Changed

    +
      +
    • Keys with dots (or path-like keys in general) will be escaped when serializing a config +
      {"section": {"deep.key": "ok"}}
+
      +will be serialized as +
      [section]
+'deep.key' = "ok"
+
      • +
    +

    v0.5.1

    +

    Added

    +
      +
    • Use context instead of func for set_seed to allow + 
      with set_seed(42):
+    # do stuff
+    num = random.randint(0, 100)
+
      • +
    • Add auto-reload plugin to work with confit wrapped functions in notebooks
      • +
    +

    v0.5.0

    +

    Added

    +
      +
    • deprecated parameter to register an object under multiple names with deprecation warnings
      • +
    +

    Fixed

    +
      +
    • Stop interpreting type errors as validation errors when executing a validated function
      • +
    +

    v0.4.3 - 31-08-2023

    +

    Fixed

    +
      +
    • Save var kwargs as separate fields
      • +
    +

    v0.4.2 - 31-08-2023

    +

    Fixed

    +
      +
    • Re-enable extra/duplicate arg errors and uniformize between pydantic v1/v2
      • +
    • Add pydantic-core dependency for jsonable types during dump
      • +
    +

    v0.4.1 - 29-08-2023

    +

    Fixed

    +
      +
    • Use pydantic v2 context error only if it is an exception
      • +
    +

    v0.4.0 - 29-08-2023

    +

    Added

    +
      +
    • Improve validation errors merging and display. By default, confit related frames and exception causes + in the traceback are hidden.
      • +
    • Show inner-confit traceback and exception chains if CONFIT_DEBUG env var is true
      • +
    • Support for both Pydantic v2 and v1
      • +
    +

    Fixed

    +
      +
    • If the seed is given a default value in CLI, it can now be used by confit when no seed is given
      • +
    +

    v0.3.0 - 25-08-2023

    +
      +
    • Allow keyword only parameters
      • +
    • Avoid import of all entry points by catalogue during failed registry lookup
      • +
    • Fix bug in serialization, leading to mixed config fields
      • +
    +

    v0.2.1 - 11-05-2023

    +
      +
    • Fix un-allowed kwargs: accepted signatures are fn(paramA, paramB=..., ... **kwargs)
      • +
    +

    v0.2.0 - 05-04-2023

    +
      +
    • Config.merge(...) now only copies collections (not the underlying data) and doesn't split keys around dots
      • +
    • __path__ option has been removed (having a override_structure in .to_str() would be better)
      • +
    • Allow to skip some parameters when storing config before resolution
      • +
    • Allow to resolve only a part of a configuration
      • +
    • Improve serialization (can refer to dict/tuple/list objects now) and merge the instance's .cfg attribute (which can be updated by the instance) with the stored config
      • +
    • Add the invoker option to .register(...) to modify the arguments of the call to the registered function or do something with the result
      • +
    • User defined class registry should now inherit from RegistryCollection
      • +
    +

    v0.1.5 - 02-03-2023

    +
      +
    • Verify the signature when registering rather than during a call
      • +
    • Allow **kwargs
      • +
    +

    v0.1.4 - 27-02-2023

    +
      +
    • More robust resolution algorithm
      • +
    • Cyclic reference detection
      • +
    • Extended JSON syntax reading & writing (tuple & nested refs)
      • +
    • Fix lists and tuple parsing
      • +
    • Fix multi registration
      • +
    • Fix inheritance between registered classes
      • +
    • Multilingual doc & improved docs style
      • +
    +

    v0.1.1 - 06-01-2023

    +

    Features

    +
      +
    • Enhanced references capabilities
      • +
    +

    v0.1.0 - 30-12-2022

    +

    Inception ! 🎉

    +

    Features

    +
      +
    • Config object with pre-resolve
      • +
    • typer CLI wrappers
      • +
    • catalogue registries
      • +
    • ...
      • +
    + + + + + + +
    +
    + + +
    + +
    + + + +
    +
    +
    +
    + + + + + + + + + + + + + + + + + + \ No newline at end of file diff --git a/main/en/contributing/index.html b/main/en/contributing/index.html new file mode 100644 index 0000000..daad0e0 --- /dev/null +++ b/main/en/contributing/index.html @@ -0,0 +1,706 @@ + + + + + + + + + + + + + + + + Contributing to Confit - Confit + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
    + +
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    + + + +
    +
    + + + + + + + + + +

    Contributing to Confit

    +

    We welcome contributions ! There are many ways to help. For example, you can:

    +
      +
    1. Help us track bugs by filing issues
      2. +
    2. Suggest and help prioritise new functionalities
      3. +
    3. Help us make the library as straightforward as possible, by simply asking questions on whatever does not seem clear to you.
      4. +
    +

    Development installation

    +

    To be able to run the test suite and develop your own pipeline, you should clone the repo and install it locally.

    +
    + +
    color:gray # Clone the repository and change directory
+$ git clone ssh://git@github.com/aphp/confit.git
+---> 100%
+
+$ cd confit
+
+color:gray # Install the library with its dev dependencies
+$ pip install -e ".[dev]"
+
    + +
    + +

    To make sure the pipeline will not fail because of formatting errors, we added pre-commit hooks using the pre-commit Python library. To use it, simply install it:

    +
    + +
    $ pre-commit install
+
    + +
    + +

    The pre-commit hooks defined in the configuration will automatically run when you commit your changes, letting you know if something went wrong.

    +

    The hooks only run on staged changes. To force-run it on all files, run:

    +
    + +
    $ pre-commit run --all-files
+---> 100%
+color:green All good !
+
    + +
    + +

    Proposing a merge request

    +

    Ideally, your changes should :

    +
      +
    • Be well-documented
      • +
    • Pass every tests, and preferably implement their own
      • +
    • Follow the style guide.
      • +
    +

    Testing your code

    +

    We use the Pytest test suite.

    +

    The following command will run the test suite. Writing your own tests is encouraged !

    +
    python -m pytest
+
    +

    Should your contribution propose a bug fix, we require the bug be thoroughly tested.

    +

    Style Guide

    +

    We use Black and Ruff to reformat the code. While other formatter only enforce PEP8 compliance, Black also makes the code uniform. In short :

    +
    +

    Black reformats entire files in place. It is not configurable.

    +
    +

    Moreover, the CI/CD pipeline enforces a number of checks on the "quality" of the code. To wit, non black-formatted code will make the test pipeline fail. We use pre-commit to keep our codebase clean.

    +

    Refer to the development install tutorial for tips on how to format your files automatically. +Most modern editors propose extensions that will format files on save.

    +

    Documentation

    +

    Make sure to document your improvements, both within the code with comprehensive docstrings, +as well as in the documentation itself if need be.

    +

    We use MkDocs for Confit's documentation. You can checkout the changes you make with:

    +
    + +
    color:gray # Run the documentation
+$ mkdocs serve
+
    + +
    + +

    Go to localhost:8000 to see your changes. MkDocs watches for changes in the documentation folder +and automatically reloads the page.

    + + + + + + +
    +
    + + +
    + +
    + + + +
    +
    +
    +
    + + + + + + + + + + + + + + + + + + \ No newline at end of file diff --git a/main/en/getting-started/index.html b/main/en/getting-started/index.html new file mode 100644 index 0000000..8a362b8 --- /dev/null +++ b/main/en/getting-started/index.html @@ -0,0 +1,686 @@ + + + + + + + + + + + + + + + + Getting started - Confit + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
    + +
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    + + + + + + + + + +

    Getting started

    +

    Installation

    +

    Install the library with pip:

    +
    + +
    $ pip install confit
+
    + +
    + +

    A simple example

    +

    Confit only abstracts the boilerplate code related to configuration and +leaves the rest of your code unchanged.

    +

    Here is an example:

    +
    script.py
    import datetime
++ from confit import Cli, Registry, RegistryCollection
+
++ app = Cli(pretty_exceptions_show_locals=False)
+
++ class RegistryCollection(:
++     factory = Registry(("test_cli", "factory"), entry_points=True)
+
++ @registry.factory.register("submodel")
+class SubModel:
+    # Type hinting is optional but recommended to benefit for argument casting !
+    def __init__(self, value: float, desc: str = ""):
+        self.value = value
+        self.desc = desc
+
+
++ @registry.factory.register("bigmodel")
+class BigModel:
+    def __init__(self, date: datetime.date, submodel: SubModel):
+        self.date = date
+        self.submodel = submodel
+
+
++ @app.command(name="script", registry=registry)
+def func(modelA: BigModel, modelB: BigModel, other: int, seed: int):
+    assert modelA.submodel is modelB.submodel
+    assert modelA.date == datetime.date(2010, 10, 10)
+    print("Other:", other)
+
++ if __name__ == "__main__":
++     app()
+
    +

    Create a new config file

    +
    +
    +
    +
    config.cfg
    # CLI sections
+[script]
+modelA = ${modelA}
+modelB = ${modelB}
+
+# CLI common parameters
+[modelA]
+@factory = "bigmodel"
+date = "2010-10-10"
+
+[modelA.submodel]
+@factory = "submodel"
+value = 12
+
+[modelB]
+date = "2003-04-05"
+submodel = ${modelA.submodel}
+
    +

    and run the following command from the terminal

    +
    +
    $ python script.py --config config.cfg --seed 42
+
    +
    +
    +
    +
    config.yaml
    script:
+  modelA: ${modelA}
+  modelB: ${modelB}
+
+modelA:
+  "@factory": "bigmodel"
+  date: "2010-10-10"
+
+  submodel:
+    "@factory": "submodel"
+    value: 12
+
+modelB:
+  date: "2003-04-05"
+  submodel: ${modelA.submodel}
+
    +

    and run the following command from the terminal

    +
    +
    $ python script.py --config config.yaml --seed 42
+
    +
    +
    +
    +
    +
    +

    Naming

    +

    To use the name of your config path (e.g. config-expe-2 if the configuration file is named config-expe-2.cfg in the configuration (after resolution), simply mention name = None under the section which title was provided at @app.command(name=<section-title>)

    +
    +
    +

    Multiple configurations

    +

    You can pass multiple configuration files by repeating the --config option. Configuration will be merged in order.

    +
    +

    You can still call the function method from your code, but now also benefit from argument validation !

    +
    from script import func, BigModel, SubModel
+
+# To seed before creating the models
+from confit.utils.random import set_seed
+
+seed = 42
+set_seed(seed)
+
+submodel = SubModel(value=12)
+# BigModel will cast date strings as datetime.date objects
+modelA = BigModel(date="2003-02-01", submodel=submodel)
+modelB = BigModel(date="2003-04-05", submodel=submodel)
+func(
+    modelA=modelA,
+    modelB=modelA,
+    seed=seed,
+)
+
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    + + +
    + +
    + + + +
    +
    +
    +
    + + + + + + + + + + + + + + + + + + \ No newline at end of file diff --git a/main/en/index.html b/main/en/index.html new file mode 100644 index 0000000..97cf504 --- /dev/null +++ b/main/en/index.html @@ -0,0 +1,848 @@ + + + + + + + + + + + + + + + + Confit - Confit + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
    + +
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    + + + +
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    + + + +
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    +
    + + + +
    +
    + + + + + + + + + +

    Confit

    +

    Confit is a complete and easy-to-use configuration framework aimed at improving the reproducibility of experiments by relying on the Python typing system, minimal configuration files and command line interfaces.

    +

    Architecture

    +

    The three pillars of this configuration system are the catalogue registry, +the Pydantic validation system and the typer CLI library.

    +

    Registry

    +

    The catalogue registry records the various objects (classes or functions) that can be composed +together to run your program. Once registered, with the registry.factory.register +decorator, these objects are accessible as [entry points] and can be +used in the configuration system. +To start, you can create a simple registry "factory" as follows:

    +
    from confit import Registry, RegistryCollection
+
+
+class registry(RegistryCollection):
+    factory = Registry(("my_library", "factory"), entry_points=True)
+
    +
    +

    What is this useful for?

    +

    With this registry, you can register a function or a class:

    +
    @registry.factory.register("my-function")
+def my_function(value=10):
+    print(f"The value is {value}!")
+
    +

    Now you can dynamically retrieve the function from anywhere:

    +
    func = registry.factory.get("my-function")
+func()
+# Out: "The value is 10!"
+func(value=42)
+# Out: "The value is 42!"
+
    +
    +

    Typing system

    +

    The Pydantic validate_arguments decorator enhances a function to automatically parse and validate its arguments every time it is called, using the Pydantic typing-based validation system. +For instance, strings can be automatically cast as Path objects, or datetime or numbers depending on the type annotation of the argument.

    +

    Combined with our configuration system, dictionaries passed as arguments to a decorated function can be "cast" as instantiated classes if these classes were them-selves decorated.

    +

    CLI

    +

    TBD

    +

    The Config object

    +

    The configuration object consists of a supercharged dict, the Config class, that can be used to read and write to cfg files, interpolate variables and instantiate components through the registry with some special @factory keys. +A cfg file can be used directly as an input to a CLI-decorated function.

    +

    We will show partial examples with increasing complexity below. See here for an end-to-end example.

    +

    Instantiating an object

    +
    script.py
    @registry.factory.register("my-class")
+class MyClass:
+    def __init__(self, value1: int, value2: float):
+        self.value1 = value1
+        self.value2 = value2
+
    +
    +
    +
    +
    config.cfg
    [myclass]
+@factory = "my-class"
+value1 = 1.1
+value2 = 2.5
+
    +
    +
    +
    config.yaml
    myclass:
+  "@factory": "my-class"
+  value1: 1.1
+  value2: 2.5
+
    +
    +
    +
    +

    Here, Confit will:

    +
      +
    • Parse the configuration
      • +
    • Get the target class from the registry
      • +
    • Validate parameters if needed (in this case, value1 is typed as an int, thus it will be casted as an int by setting value1=1)
      • +
    • Instantiate the class using the validated parameters
      • +
    +

    Interpolating values

    +

    When multiple sections of the configuration need to access the same value, you can provide it using the ${<section.value>} syntax:

    +
    +
    +
    +
    config.cfg
    [myclass]
+@factory = "my-class"
+value1 = 1.1
+value2 = ${other_values.value3}
+
+[other_values]
+value3 = 10
+
    +
    +
    +
    config.yaml
    myclass:
+  "@factory": "my-class"
+  value1: 1.1
+  value2: ${other_values.value3}
+
    +
    +
    +
    +

    Here, value2 will be set to 10.

    +

    Advanced interpolation

    +

    You can even pass instantiated objects! Suppose we have a registered myOtherClass class expecting an instance of MyClass as input. You could use the following configuration:

    +
    +
    +
    +
    config.cfg
    [func]
+@factory = "my-other-class"
+obj = ${myclass}
+
+[myclass]
+@factory = "my-class"
+value1 = 1.1
+value2 = ${other_values.value3}
+
+[other_values]
+value3 = 10
+
    +
    +
    +
    config.yaml
    func:
+  "@factory": "my-other-class"
+  obj: ${myclass}
+
+myclass:
+    "@factory": "my-class"
+    value1: 1.1
+    value2: ${other_values.value3}
+
+other_values:
+    value3: 10
+
    +
    +
    +
    +

    Finally, you may want to access some attributes of Python classes that are available after instantiation, but not present in the configuration file. For instance, let's modify our MyClass class:

    +
    script.py
    @registry.factory.register("my-class")
+class MyClass:
+    def __init__(self, value1: int, value2: float):
+        self.value1 = value1
+        self.value2 = value2
++         self.hidden_value = 99
+
    +

    To access those values directly in the configuration file, use the ${<obj:attribute>} syntax (notice the colon instead of the point)

    +
    +
    +
    +
    config.cfg
    [myclass]
+@factory = "my-class"
+value1 = 1.1
+value2 = 2.5
+
+[other_values]
+value3 = ${myclass:hidden_value}
+
    +
    +
    +
    config.yaml
    myclass:
+  "@factory": "my-class"
+  value1: 1.1
+  value2: 2.5
+
+other_values:
+    value3: ${myclass:hidden_value}
+
    +
    +
    +
    + + + + + + +
    +
    + + +
    + +
    + + + +
    +
    +
    +
    + + + + + + + + + + + + + + + + + + \ No newline at end of file diff --git a/main/en/reference/cli/index.html b/main/en/reference/cli/index.html new file mode 100644 index 0000000..9a26e1d --- /dev/null +++ b/main/en/reference/cli/index.html @@ -0,0 +1,960 @@ + + + + + + + + + + + + + + + + confit.cli - Confit + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
    + +
    + + + + + + +
    + + +
    + +
    + + + + + + +
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    + + + +
    +
    +
    + + + + +
    +
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    + + + +
    +
    +
    + + + +
    +
    +
    + + + +
    +
    + + + + + + + + + +

    confit.cli

    + + +
    + + + + +
    + + + +
    + + + + + + + + +
    + + + +

    + Cli + + +

    + + +
    +

    + Bases: Typer

    + + +

    Custom Typer object that:

    +
      +
    • validates a command parameters before executing it
      • +
    • accepts a configuration file describing the parameters
      • +
    • automatically instantiates parameters given a dictionary when type hinted
      • +
    + +
    + Source code in confit/cli.py + 
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    class Cli(Typer):
+    """
+    Custom Typer object that:
+
+    - validates a command parameters before executing it
+    - accepts a configuration file describing the parameters
+    - automatically instantiates parameters given a dictionary when type hinted
+    """
+
+    def command(  # noqa
+        self,
+        name,
+        *,
+        cls: Optional[Type[TyperCommand]] = None,
+        context_settings: Optional[Dict[Any, Any]] = None,
+        help: Optional[str] = None,
+        epilog: Optional[str] = None,
+        short_help: Optional[str] = None,
+        options_metavar: str = "[OPTIONS]",
+        add_help_option: bool = True,
+        no_args_is_help: bool = False,
+        hidden: bool = False,
+        deprecated: bool = False,
+        # Rich settings
+        rich_help_panel: Union[str, None] = Default(None),
+        registry: Any = None,
+    ) -> Callable[[CommandFunctionType], CommandFunctionType]:
+        typer_command = super().command(
+            name=name,
+            cls=cls,
+            help=help,
+            epilog=epilog,
+            short_help=short_help,
+            options_metavar=options_metavar,
+            add_help_option=add_help_option,
+            no_args_is_help=no_args_is_help,
+            hidden=hidden,
+            deprecated=deprecated,
+            rich_help_panel=rich_help_panel,
+            context_settings={
+                **(context_settings or {}),
+                "ignore_unknown_options": True,
+                "allow_extra_args": True,
+            },
+        )
+
+        def wrapper(fn):
+            validated = validate_arguments(fn)
+
+            @typer_command
+            def command(ctx: Context, config: Optional[List[Path]] = None):
+                config_path = config
+
+                has_meta = _fn_has_meta(fn)
+                if config_path:
+                    config, name_from_file = merge_from_disk(config_path)
+                else:
+                    config = Config({name: {}})
+                model_fields = (
+                    validated.model.model_fields
+                    if hasattr(validated.model, "model_fields")
+                    else validated.model.__fields__
+                )
+                for k, v in parse_overrides(ctx.args).items():
+                    if "." not in k:
+                        parts = (name, k)
+                    else:
+                        parts = k.split(".")
+                        if parts[0] in model_fields and parts[0] not in config:
+                            parts = (name, *parts)
+                    current = config
+                    if parts[0] not in current:
+                        raise Exception(
+                            f"{k} does not match any existing section in config"
+                        )
+                    for part in parts[:-1]:
+                        current = current.setdefault(part, Config())
+                    current[parts[-1]] = v
+                try:
+                    default_seed = model_fields.get("seed")
+                    if default_seed is not None:
+                        default_seed = default_seed.get_default()
+                    seed = Config.resolve(
+                        config.get(name, {}).get("seed", default_seed),
+                        registry=registry,
+                        root=config,
+                    )
+                    if seed is not None:
+                        set_seed(seed)
+                    resolved_config = Config(config[name]).resolve(
+                        registry=registry, root=config
+                    )
+                    if has_meta:
+                        config_meta = dict(
+                            config_path=config_path,
+                            resolved_config=resolved_config,
+                            unresolved_config=config,
+                        )
+                        return validated(
+                            **resolved_config,
+                            config_meta=config_meta,
+                        )
+                    else:
+                        return validated(**resolved_config)
+                except (LegacyValidationError, ConfitValidationError) as e:
+                    e.raw_errors = patch_errors(
+                        e.raw_errors,
+                        (name,),
+                    )
+                    if is_debug() or e.__cause__ is not None:
+                        raise e
+                    try:
+                        import rich
+
+                        console = rich.console.Console(stderr=True)
+                        console.print("Validation error:", style="red", end=" ")
+                        console.print(str(e))
+                    except ImportError:  # pragma: no cover
+                        print("Validation error:", file=sys.stderr, end=" ")
+                        print(str(e), file=sys.stderr)
+                    sys.exit(1)
+                except KeyboardInterrupt as e:  # pragma: no cover
+                    raise Exception("Interrupted by user") from e
+
+            return validated
+
+        return wrapper
+
    +
    + + + +
    + + + + + + + + + + + +
    + +
    + +
    + + +
    + + +

    + parse_overrides(args) + +

    + + +
    + +

    Parse the overrides from the command line into a dictionary +of key-value pairs.

    + + + + + + + + + + + + + + + +
    PARAMETERDESCRIPTION
    args +
    +

    The arguments to parse

    +
    +

    + + TYPE: + List[str] + +

    +
    + + + + + + + + + + + + + + + +
    RETURNSDESCRIPTION
    + + Dict[str, Any] + + +
    +

    The parsed overrides as a dictionary

    +
    +
    + +
    + Source code in confit/cli.py + 
    18
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    def parse_overrides(args: List[str]) -> Dict[str, Any]:
+    """
+    Parse the overrides from the command line into a dictionary
+    of key-value pairs.
+
+    Parameters
+    ----------
+    args: List[str]
+        The arguments to parse
+
+    Returns
+    -------
+    Dict[str, Any]
+        The parsed overrides as a dictionary
+    """
+    result = {}
+    while args:
+        opt = args.pop(0)
+        err = f"Invalid config override '{opt}'"
+        if opt.startswith("--"):  # new argument
+            opt = opt.replace("--", "")
+            if "=" in opt:  # we have --opt=value
+                opt, value = opt.split("=", 1)
+            else:
+                if not args or args[0].startswith("--"):  # flag with no value
+                    value = "true"
+                else:
+                    value = args.pop(0)
+            opt = opt.replace("-", "_")
+            result[opt] = loads(value)
+        else:
+            secho(f"{err}: doesn't support shorthands", fg=colors.RED)
+            exit(1)
+    return result
+
    +
    +
    + +
    + + + +
    + +
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    + + + + + + +
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    + + +
    + +
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    + + + + + + + + + + + + + + + + + + \ No newline at end of file diff --git a/main/en/reference/config/index.html b/main/en/reference/config/index.html new file mode 100644 index 0000000..2d609ae --- /dev/null +++ b/main/en/reference/config/index.html @@ -0,0 +1,3402 @@ + + + + + + + + + + + + + + + + confit.config - Confit + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
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    + + + +
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    + + + + + + + + + +

    confit.config

    + + +
    + + + + +
    + + + +
    + + + + + + + + +
    + + + +

    + Config + + +

    + + +
    +

    + Bases: dict

    + + +

    The configuration system consists of a supercharged dict, the Config class, +that can be used to read and write to cfg files, interpolate variables and +instantiate components through the registry with some special @factory keys. +A cfg file can be used directly as an input to a CLI-decorated function.

    + +
    + Source code in confit/config.py + 
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    class Config(dict):
+    """
+    The configuration system consists of a supercharged dict, the `Config` class,
+    that can be used to read and write to `cfg` files, interpolate variables and
+    instantiate components through the registry with some special `@factory` keys.
+    A cfg file can be used directly as an input to a CLI-decorated function.
+    """
+
+    def __init__(self, *args: Any, **kwargs: Any):
+        """
+        A new config object can be instantiated either from a dict as a positional
+        argument, or from keyword arguments. Only one of these two options can be
+        used at a time.
+
+        Parameters
+        ----------
+        args: Any
+        kwargs: Any
+        """
+        if len(args) == 1 and isinstance(args[0], dict):
+            assert len(kwargs) == 0
+            kwargs = args[0]
+        super().__init__(**kwargs)
+
+    @classmethod
+    def from_cfg_str(cls, s: str, resolve: bool = False, registry: Any = None) -> Any:
+        """
+        Load a config object from a config string
+
+        Parameters
+        ----------
+        s: Union[str, Path]
+            The cfg config string
+        resolve
+            Whether to resolve sections with '@' keys
+        registry
+            Optional registry to resolve from.
+            If None, the default registry will be used.
+
+        Returns
+        -------
+        Config
+        """
+        parser = ConfigParser(interpolation=None)
+        parser.optionxform = str
+        parser.read_string(s)
+
+        config = Config()
+
+        for section in parser.sections():
+            parts = split_path(section)
+            current = config
+            for part in parts:
+                if part not in current:
+                    current[part] = current = Config()
+                else:
+                    current = current[part]
+
+            current.clear()
+            errors = []
+            for k, v in parser.items(section):
+                path = split_path(k)
+                for part in path[:-1]:
+                    if part not in current:
+                        current[part] = current = Config()
+                    else:
+                        current = current[part]
+                try:
+                    current[path[-1]] = loads(v)
+                except ValueError as e:
+                    errors.append(ErrorWrapper(e, loc=path))
+
+            if errors:
+                raise ConfitValidationError(errors=errors)
+
+        if resolve:
+            return config.resolve(registry=registry)
+
+        return config
+
+    @classmethod
+    def from_yaml_str(cls, s: str, resolve: bool = False, registry: Any = None) -> Any:
+        import yaml
+
+        class ConfitYamlLoader(yaml.SafeLoader):
+            def construct_object(self, x, deep=False):
+                if isinstance(x, yaml.ScalarNode):
+                    if x.style == '"' or x.style == "'":
+                        return loads(x.style + x.value + x.style)
+                    return loads(x.value)
+                return super().construct_object(x, deep)
+
+        stream = StringIO(s)
+        config = Config(yaml.load(stream, Loader=ConfitYamlLoader))
+        if resolve:
+            return config.resolve(registry=registry)
+
+        return config
+
+    @classmethod
+    def from_disk(
+        cls, path: Union[str, Path], resolve: bool = False, registry: Any = None
+    ) -> "Config":
+        """
+        Load a config object from a '.cfg' file
+
+        Parameters
+        ----------
+        path: Union[str, Path]
+            The path to the config object
+        resolve
+            Whether to resolve mappings with '@' keys
+        registry
+            Optional registry to resolve from.
+            If None, the default registry will be used.
+
+        Returns
+        -------
+        Config
+        """
+        s = Path(path).read_text(encoding="utf-8")
+        path_str = str(path)
+        if path_str.endswith(".yaml") or path_str.endswith(".yml"):
+            return cls.from_yaml_str(s, resolve=resolve, registry=registry)
+        else:
+            return cls.from_cfg_str(s, resolve=resolve, registry=registry)
+
+    from_str = from_cfg_str
+
+    def to_disk(self, path: Union[str, Path]):
+        """
+        Export a config to the disk (usually to a .cfg file)
+
+        Parameters
+        ----------
+        path: Union[str, path]
+        """
+        path_str = str(path)
+        if path_str.endswith(".yaml") or path_str.endswith(".yml"):
+            s = self.to_yaml_str()
+        else:
+            s = Config.to_str(self)
+        Path(path).write_text(s, encoding="utf-8")
+
+    def serialize(self: Any):
+        """
+        Try to convert non-serializable objects using the RESOLVED_TO_CONFIG object
+        back to their original catalogue + params form
+
+        We try to preserve referential equalities between non dict/list/tuple
+        objects by serializing subsequent references to the same object as references
+        to its first occurrence in the tree.
+
+        ```python
+        a = A()  # serializable object
+        cfg = {"a": a, "b": a}
+        print(Config.serialize(cfg))
+        # Out: {"a": {...}, "b": Reference("a")}
+        ```
+
+        Returns
+        -------
+        Config
+        """
+        refs = {}
+
+        # Temp memory to avoid objects being garbage collected
+        mem = []
+
+        def is_simple(o):
+            return o is None or isinstance(o, (str, int, float, bool, Reference))
+
+        def rec(o: Any, path: Loc = ()):
+            if id(o) in refs:
+                return refs[id(o)]
+            if is_simple(o):
+                return o
+            if isinstance(o, collections.abc.Mapping):
+                items = sorted(
+                    o.items(),
+                    key=lambda x: 1
+                    if (
+                        is_simple(x[1])
+                        or isinstance(x[1], (collections.abc.Mapping, list, tuple))
+                    )
+                    else 0,
+                )
+                serialized = {k: rec(v, (*path, k)) for k, v in items}
+                serialized = {k: serialized[k] for k in o.keys()}
+                mem.append(o)
+                refs[id(o)] = Reference(join_path(path))
+                if isinstance(o, Config):
+                    serialized = Config(serialized)
+                return serialized
+            if isinstance(o, (list, tuple)):
+                mem.append(o)
+                refs[id(o)] = Reference(join_path(path))
+                return type(o)(rec(v, (*path, i)) for i, v in enumerate(o))
+            cfg = None
+            try:
+                cfg = (cfg or Config()).merge(RESOLVED_TO_CONFIG[o])
+            except (KeyError, TypeError):
+                pass
+            try:
+                cfg = (cfg or Config()).merge(o.cfg)
+            except (AttributeError, TypeError):
+                pass
+            if cfg is not None:
+                mem.append(o)
+                refs[id(o)] = Reference(join_path(path))
+                return rec(cfg, path)
+            try:
+                return pydantic_core.to_jsonable_python(o)
+            except Exception:
+                raise TypeError(f"Cannot dump {o!r} at {join_path(path)}")
+
+        return rec(self)
+
+    def to_cfg_str(self):
+        """
+        Export a config to a string in the cfg format
+        by serializing it first
+
+        Returns
+        -------
+        str
+        """
+        additional_sections = {}
+
+        prepared = flatten_sections(Config.serialize(self))
+        prepared.update(flatten_sections(additional_sections))
+
+        parser = ConfigParser(interpolation=None)
+        parser.optionxform = str
+        for section_name, section in prepared.items():
+            parser.add_section(section_name)
+            parser[section_name].update(
+                {join_path((k,)): dumps(v) for k, v in section.items()}
+            )
+        s = StringIO()
+        parser.write(s)
+        return s.getvalue()
+
+    def to_yaml_str(self):
+        import yaml
+
+        class ConfitYamlDumper(yaml.SafeDumper):
+            def __init__(self, *args, **kwargs):
+                super().__init__(*args, **kwargs)
+
+            def represent_ref(self, node):
+                return super().represent_scalar("tag:yaml.org,2002:str", str(node))
+
+            def represent_str(self, data):
+                node = super().represent_scalar("tag:yaml.org,2002:str", data)
+                if set(",'\"{}[]$\n\t") & set(data):
+                    node.style = "'" if data.count('"') > data.count("'") else '"'
+                return node
+
+            yaml_representers = {
+                **yaml.SafeDumper.yaml_representers,
+                Config: yaml.SafeDumper.represent_dict,
+                Reference: represent_ref,
+                str: represent_str,
+            }
+
+        return yaml.dump(
+            self.serialize(), Dumper=ConfitYamlDumper, sort_keys=False, indent=4
+        )
+
+    to_str = to_cfg_str
+
+    def resolve(self, deep=True, registry: Any = None, root: Mapping = None) -> Any:
+        """
+        Resolves the parts of the nested config object with @ variables using
+        a registry, and then interpolate references in the config.
+
+        Parameters
+        ----------
+        deep: bool
+            Should we resolve deeply
+        registry:
+            Registry to use when resolving
+        root: Mapping
+            The root of the config tree. Used for resolving references.
+
+        Returns
+        -------
+        Union[Config, Any]
+        """
+        if root is None:
+            root = self
+
+        if registry is None:
+            from .registry import get_default_registry
+
+            registry = get_default_registry()
+        resolved_locs = {}
+        seen_locs = set()
+
+        def resolve_reference(ref: Reference) -> Any:
+            pat = re.compile(PATH + ":?")
+
+            def replace(match: re.Match):
+                start = match.start()
+                if start > 0 and ref.value[start - 1] == ":":
+                    return match.group()
+
+                path = match.group()
+                parts = split_path(path.rstrip(":"))
+
+                # Check if part is any special python keyword
+                if len(parts) == 1 and parts[0] in keyword.kwlist:
+                    return match.group()
+                try:
+                    return local_names[parts] + ("." if path.endswith(":") else "")
+                except KeyError:
+                    raise KeyError(path)
+
+            local_names = {}
+            for match in pat.finditer(ref.value):
+                start = match.start()
+                if start > 0 and ref.value[start - 1] == ":":
+                    continue
+                path = match.group()
+                parts = split_path(path.rstrip(":"))
+                if len(parts) == 1 and parts[0] in keyword.kwlist:
+                    continue
+                local_names.setdefault(parts, f"var_{len(local_names)}")
+
+            local_leaves = DynamicLocals(local_names, root, resolved_locs, rec)
+
+            replaced = pat.sub(replace, ref.value)
+
+            res = safe_eval(replaced, local_leaves)
+
+            return res
+
+        def rec(obj, loc: Tuple[Union[str, int]] = ()):
+            """
+            Parameters
+            ----------
+            obj: Any
+                The current object being resolved
+            loc: Sequence[str]
+                Internal variable
+                Current path in tree
+
+            Returns
+            -------
+
+            """
+            if id(obj) in resolved_locs:
+                return resolved_locs[id(obj)]
+
+            if id(obj) in seen_locs:
+                raise CyclicReferenceError(tuple(loc))
+
+            seen_locs.add(id(obj))
+
+            if not deep and len(loc) > 1:
+                return obj
+
+            if isinstance(obj, Mapping):
+                resolved = Config({k: rec(v, (*loc, k)) for k, v in obj.items()})
+
+                registries = [
+                    (key, value, getattr(registry, key[1:]))
+                    for key, value in resolved.items()
+                    if key.startswith("@")
+                ]
+                assert (
+                    len(registries) <= 1
+                ), f"Cannot resolve using multiple registries at {'.'.join(loc)}"
+
+                if len(registries) == 1:
+                    cfg = resolved
+                    params = dict(resolved)
+                    params.pop(registries[0][0])
+                    fn = registries[0][2].get(registries[0][1])
+                    try:
+                        resolved = fn(**params)
+                        # The `validate_arguments` decorator has most likely
+                        # already put the resolved config in the registry
+                        # but for components that are instantiated without it
+                        # we need to do it here
+                        Config._store_resolved(resolved, cfg)
+                    except ConfitValidationError as e:
+                        e = ConfitValidationError(
+                            errors=patch_errors(e.raw_errors, loc, params),
+                            model=e.model,
+                            name=getattr(e, "name", None),
+                        ).with_traceback(remove_lib_from_traceback(e.__traceback__))
+                        if not is_debug():
+                            e.__cause__ = None
+                            e.__suppress_context__ = True
+                        raise e
+
+            elif isinstance(obj, list):
+                resolved = [rec(v, (*loc, i)) for i, v in enumerate(obj)]
+            elif isinstance(obj, tuple):
+                resolved = tuple(rec(v, (*loc, i)) for i, v in enumerate(obj))
+            elif isinstance(obj, Reference):
+                while True:
+                    try:
+                        resolved = resolve_reference(obj)
+                        break
+                    except (KeyError, NameError):
+                        raise MissingReference(obj)
+            else:
+                resolved = obj
+
+            resolved_locs[id(obj)] = resolved
+
+            return resolved
+
+        return rec(self, ())
+
+    def merge(
+        self,
+        *updates: Union[Dict[str, Any], "Config"],
+        remove_extra: bool = False,
+    ) -> "Config":
+        """
+        Deep merge two configs. Heavily inspired from `thinc`'s config merge function.
+
+        Parameters
+        ----------
+        updates: Union[Config, Dict]
+            Configs to update the original config
+        remove_extra:
+            If true, restricts update to keys that existed in the original config
+
+        Returns
+        -------
+        The new config
+        """
+
+        def deep_set(current, path, val):
+            if path not in current and remove_extra:
+                return
+            current[path] = val
+
+        def rec(old, new):
+            for key, new_val in list(new.items()):
+                if "." in key:
+                    deep_set(old, key, new_val)
+                    continue
+
+                if key not in old:
+                    if remove_extra:
+                        continue
+                    else:
+                        old[key] = new_val
+                        continue
+
+                old_val = old[key]
+                if isinstance(old_val, dict) and isinstance(new_val, dict):
+                    old_resolver = next((k for k in old_val if k.startswith("@")), None)
+                    new_resolver = next((k for k in new_val if k.startswith("@")), None)
+                    if (
+                        new_resolver is not None
+                        and old_resolver is not None
+                        and (
+                            old_resolver != new_resolver
+                            or old_val.get(old_resolver) != new_val.get(new_resolver)
+                        )
+                    ):
+                        old[key] = new_val
+                    else:
+                        rec(old[key], new_val)
+                else:
+                    old[key] = new_val
+            return old
+
+        config = self.copy()
+        for u in updates:
+            rec(config, u)
+        return config
+
+    def copy(self: T) -> T:
+        """
+        Deep copy of the config, but not of the underlying data.
+        Should also work with other types of objects (e.g. lists, tuples, etc.)
+
+        ```
+        Config.copy([1, 2, {"ok": 3}}]) == [1, 2, {"ok": 3}]
+        ```
+
+        Returns
+        -------
+        Any
+        """
+        seen = {}
+
+        def rec(obj):
+            if id(obj) in seen:
+                return seen[id(obj)]
+            seen[id(obj)] = obj
+            if isinstance(obj, (Config, dict)):
+                return type(obj)(
+                    {k: rec(v) for k, v in obj.items()},
+                )
+            elif isinstance(obj, list):
+                return [rec(v) for v in obj]
+            elif isinstance(obj, tuple):
+                return tuple(rec(v) for v in obj)
+            elif isinstance(obj, Reference):
+                return Reference(obj.value)
+            else:
+                return obj
+
+        copy = rec(self)
+        return copy
+
+    @classmethod
+    def _store_resolved(cls, resolved: Any, config: Dict[str, Any]):
+        """
+        Adds a resolved object to the RESOLVED_TO_CONFIG dict
+        for later retrieval during serialization
+        ([`.serialize`][confit.config.Config.serialize])
+
+        Parameters
+        ----------
+        resolved: Any
+        config: Config
+        """
+        try:
+            RESOLVED_TO_CONFIG[resolved] = config
+        except TypeError:
+            pass
+
    +
    + + + +
    + + + + + + + + + +
    + + +

    + __init__(*args, **kwargs) + +

    + + +
    + +

    A new config object can be instantiated either from a dict as a positional +argument, or from keyword arguments. Only one of these two options can be +used at a time.

    + + + + + + + + + + + + + + + + + + + +
    PARAMETERDESCRIPTION
    args +
    + +
    +

    + + TYPE: + Any + + + DEFAULT: + () + +

    +
    kwargs +
    + +
    +

    + + TYPE: + Any + + + DEFAULT: + {} + +

    +
    + +
    + Source code in confit/config.py + 
    69
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    def __init__(self, *args: Any, **kwargs: Any):
+    """
+    A new config object can be instantiated either from a dict as a positional
+    argument, or from keyword arguments. Only one of these two options can be
+    used at a time.
+
+    Parameters
+    ----------
+    args: Any
+    kwargs: Any
+    """
+    if len(args) == 1 and isinstance(args[0], dict):
+        assert len(kwargs) == 0
+        kwargs = args[0]
+    super().__init__(**kwargs)
+
    +
    +
    + +
    + +
    + + +

    + from_cfg_str(s, resolve=False, registry=None) + + + classmethod + + +

    + + +
    + +

    Load a config object from a config string

    + + + + + + + + + + + + + + + + + + + + + + + +
    PARAMETERDESCRIPTION
    s +
    +

    The cfg config string

    +
    +

    + + TYPE: + str + +

    +
    resolve +
    +

    Whether to resolve sections with '@' keys

    +
    +

    + + TYPE: + bool + + + DEFAULT: + False + +

    +
    registry +
    +

    Optional registry to resolve from. +If None, the default registry will be used.

    +
    +

    + + TYPE: + Any + + + DEFAULT: + None + +

    +
    + + + + + + + + + + + + + + + +
    RETURNSDESCRIPTION
    + + Config + + +
    + +
    +
    + +
    + Source code in confit/config.py + 
     85
+ 86
+ 87
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    @classmethod
+def from_cfg_str(cls, s: str, resolve: bool = False, registry: Any = None) -> Any:
+    """
+    Load a config object from a config string
+
+    Parameters
+    ----------
+    s: Union[str, Path]
+        The cfg config string
+    resolve
+        Whether to resolve sections with '@' keys
+    registry
+        Optional registry to resolve from.
+        If None, the default registry will be used.
+
+    Returns
+    -------
+    Config
+    """
+    parser = ConfigParser(interpolation=None)
+    parser.optionxform = str
+    parser.read_string(s)
+
+    config = Config()
+
+    for section in parser.sections():
+        parts = split_path(section)
+        current = config
+        for part in parts:
+            if part not in current:
+                current[part] = current = Config()
+            else:
+                current = current[part]
+
+        current.clear()
+        errors = []
+        for k, v in parser.items(section):
+            path = split_path(k)
+            for part in path[:-1]:
+                if part not in current:
+                    current[part] = current = Config()
+                else:
+                    current = current[part]
+            try:
+                current[path[-1]] = loads(v)
+            except ValueError as e:
+                errors.append(ErrorWrapper(e, loc=path))
+
+        if errors:
+            raise ConfitValidationError(errors=errors)
+
+    if resolve:
+        return config.resolve(registry=registry)
+
+    return config
+
    +
    +
    + +
    + +
    + + +

    + from_disk(path, resolve=False, registry=None) + + + classmethod + + +

    + + +
    + +

    Load a config object from a '.cfg' file

    + + + + + + + + + + + + + + + + + + + + + + + +
    PARAMETERDESCRIPTION
    path +
    +

    The path to the config object

    +
    +

    + + TYPE: + Union[str, Path] + +

    +
    resolve +
    +

    Whether to resolve mappings with '@' keys

    +
    +

    + + TYPE: + bool + + + DEFAULT: + False + +

    +
    registry +
    +

    Optional registry to resolve from. +If None, the default registry will be used.

    +
    +

    + + TYPE: + Any + + + DEFAULT: + None + +

    +
    + + + + + + + + + + + + + + + +
    RETURNSDESCRIPTION
    + + Config + + +
    + +
    +
    + +
    + Source code in confit/config.py + 
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    @classmethod
+def from_disk(
+    cls, path: Union[str, Path], resolve: bool = False, registry: Any = None
+) -> "Config":
+    """
+    Load a config object from a '.cfg' file
+
+    Parameters
+    ----------
+    path: Union[str, Path]
+        The path to the config object
+    resolve
+        Whether to resolve mappings with '@' keys
+    registry
+        Optional registry to resolve from.
+        If None, the default registry will be used.
+
+    Returns
+    -------
+    Config
+    """
+    s = Path(path).read_text(encoding="utf-8")
+    path_str = str(path)
+    if path_str.endswith(".yaml") or path_str.endswith(".yml"):
+        return cls.from_yaml_str(s, resolve=resolve, registry=registry)
+    else:
+        return cls.from_cfg_str(s, resolve=resolve, registry=registry)
+
    +
    +
    + +
    + +
    + + +

    + to_disk(path) + +

    + + +
    + +

    Export a config to the disk (usually to a .cfg file)

    + + + + + + + + + + + + + + + +
    PARAMETERDESCRIPTION
    path +
    + +
    +

    + + TYPE: + Union[str, Path] + +

    +
    + +
    + Source code in confit/config.py + 
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    def to_disk(self, path: Union[str, Path]):
+    """
+    Export a config to the disk (usually to a .cfg file)
+
+    Parameters
+    ----------
+    path: Union[str, path]
+    """
+    path_str = str(path)
+    if path_str.endswith(".yaml") or path_str.endswith(".yml"):
+        s = self.to_yaml_str()
+    else:
+        s = Config.to_str(self)
+    Path(path).write_text(s, encoding="utf-8")
+
    +
    +
    + +
    + +
    + + +

    + serialize() + +

    + + +
    + +

    Try to convert non-serializable objects using the RESOLVED_TO_CONFIG object +back to their original catalogue + params form

    +

    We try to preserve referential equalities between non dict/list/tuple +objects by serializing subsequent references to the same object as references +to its first occurrence in the tree.

    +
    a = A()  # serializable object
+cfg = {"a": a, "b": a}
+print(Config.serialize(cfg))
+# Out: {"a": {...}, "b": Reference("a")}
+
    + + + + + + + + + + + + + + + +
    RETURNSDESCRIPTION
    + + Config + + +
    + +
    +
    + +
    + Source code in confit/config.py + 
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    def serialize(self: Any):
+    """
+    Try to convert non-serializable objects using the RESOLVED_TO_CONFIG object
+    back to their original catalogue + params form
+
+    We try to preserve referential equalities between non dict/list/tuple
+    objects by serializing subsequent references to the same object as references
+    to its first occurrence in the tree.
+
+    ```python
+    a = A()  # serializable object
+    cfg = {"a": a, "b": a}
+    print(Config.serialize(cfg))
+    # Out: {"a": {...}, "b": Reference("a")}
+    ```
+
+    Returns
+    -------
+    Config
+    """
+    refs = {}
+
+    # Temp memory to avoid objects being garbage collected
+    mem = []
+
+    def is_simple(o):
+        return o is None or isinstance(o, (str, int, float, bool, Reference))
+
+    def rec(o: Any, path: Loc = ()):
+        if id(o) in refs:
+            return refs[id(o)]
+        if is_simple(o):
+            return o
+        if isinstance(o, collections.abc.Mapping):
+            items = sorted(
+                o.items(),
+                key=lambda x: 1
+                if (
+                    is_simple(x[1])
+                    or isinstance(x[1], (collections.abc.Mapping, list, tuple))
+                )
+                else 0,
+            )
+            serialized = {k: rec(v, (*path, k)) for k, v in items}
+            serialized = {k: serialized[k] for k in o.keys()}
+            mem.append(o)
+            refs[id(o)] = Reference(join_path(path))
+            if isinstance(o, Config):
+                serialized = Config(serialized)
+            return serialized
+        if isinstance(o, (list, tuple)):
+            mem.append(o)
+            refs[id(o)] = Reference(join_path(path))
+            return type(o)(rec(v, (*path, i)) for i, v in enumerate(o))
+        cfg = None
+        try:
+            cfg = (cfg or Config()).merge(RESOLVED_TO_CONFIG[o])
+        except (KeyError, TypeError):
+            pass
+        try:
+            cfg = (cfg or Config()).merge(o.cfg)
+        except (AttributeError, TypeError):
+            pass
+        if cfg is not None:
+            mem.append(o)
+            refs[id(o)] = Reference(join_path(path))
+            return rec(cfg, path)
+        try:
+            return pydantic_core.to_jsonable_python(o)
+        except Exception:
+            raise TypeError(f"Cannot dump {o!r} at {join_path(path)}")
+
+    return rec(self)
+
    +
    +
    + +
    + +
    + + +

    + to_cfg_str() + +

    + + +
    + +

    Export a config to a string in the cfg format +by serializing it first

    + + + + + + + + + + + + + + + +
    RETURNSDESCRIPTION
    + + str + + +
    + +
    +
    + +
    + Source code in confit/config.py + 
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    def to_cfg_str(self):
+    """
+    Export a config to a string in the cfg format
+    by serializing it first
+
+    Returns
+    -------
+    str
+    """
+    additional_sections = {}
+
+    prepared = flatten_sections(Config.serialize(self))
+    prepared.update(flatten_sections(additional_sections))
+
+    parser = ConfigParser(interpolation=None)
+    parser.optionxform = str
+    for section_name, section in prepared.items():
+        parser.add_section(section_name)
+        parser[section_name].update(
+            {join_path((k,)): dumps(v) for k, v in section.items()}
+        )
+    s = StringIO()
+    parser.write(s)
+    return s.getvalue()
+
    +
    +
    + +
    + +
    + + +

    + resolve(deep=True, registry=None, root=None) + +

    + + +
    + +

    Resolves the parts of the nested config object with @ variables using +a registry, and then interpolate references in the config.

    + + + + + + + + + + + + + + + + + + + + + + + +
    PARAMETERDESCRIPTION
    deep +
    +

    Should we resolve deeply

    +
    +

    + + DEFAULT: + True + +

    +
    registry +
    +

    Registry to use when resolving

    +
    +

    + + TYPE: + Any + + + DEFAULT: + None + +

    +
    root +
    +

    The root of the config tree. Used for resolving references.

    +
    +

    + + TYPE: + Mapping + + + DEFAULT: + None + +

    +
    + + + + + + + + + + + + + + + +
    RETURNSDESCRIPTION
    + + Union[Config, Any] + + +
    + +
    +
    + +
    + Source code in confit/config.py + 
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    def resolve(self, deep=True, registry: Any = None, root: Mapping = None) -> Any:
+    """
+    Resolves the parts of the nested config object with @ variables using
+    a registry, and then interpolate references in the config.
+
+    Parameters
+    ----------
+    deep: bool
+        Should we resolve deeply
+    registry:
+        Registry to use when resolving
+    root: Mapping
+        The root of the config tree. Used for resolving references.
+
+    Returns
+    -------
+    Union[Config, Any]
+    """
+    if root is None:
+        root = self
+
+    if registry is None:
+        from .registry import get_default_registry
+
+        registry = get_default_registry()
+    resolved_locs = {}
+    seen_locs = set()
+
+    def resolve_reference(ref: Reference) -> Any:
+        pat = re.compile(PATH + ":?")
+
+        def replace(match: re.Match):
+            start = match.start()
+            if start > 0 and ref.value[start - 1] == ":":
+                return match.group()
+
+            path = match.group()
+            parts = split_path(path.rstrip(":"))
+
+            # Check if part is any special python keyword
+            if len(parts) == 1 and parts[0] in keyword.kwlist:
+                return match.group()
+            try:
+                return local_names[parts] + ("." if path.endswith(":") else "")
+            except KeyError:
+                raise KeyError(path)
+
+        local_names = {}
+        for match in pat.finditer(ref.value):
+            start = match.start()
+            if start > 0 and ref.value[start - 1] == ":":
+                continue
+            path = match.group()
+            parts = split_path(path.rstrip(":"))
+            if len(parts) == 1 and parts[0] in keyword.kwlist:
+                continue
+            local_names.setdefault(parts, f"var_{len(local_names)}")
+
+        local_leaves = DynamicLocals(local_names, root, resolved_locs, rec)
+
+        replaced = pat.sub(replace, ref.value)
+
+        res = safe_eval(replaced, local_leaves)
+
+        return res
+
+    def rec(obj, loc: Tuple[Union[str, int]] = ()):
+        """
+        Parameters
+        ----------
+        obj: Any
+            The current object being resolved
+        loc: Sequence[str]
+            Internal variable
+            Current path in tree
+
+        Returns
+        -------
+
+        """
+        if id(obj) in resolved_locs:
+            return resolved_locs[id(obj)]
+
+        if id(obj) in seen_locs:
+            raise CyclicReferenceError(tuple(loc))
+
+        seen_locs.add(id(obj))
+
+        if not deep and len(loc) > 1:
+            return obj
+
+        if isinstance(obj, Mapping):
+            resolved = Config({k: rec(v, (*loc, k)) for k, v in obj.items()})
+
+            registries = [
+                (key, value, getattr(registry, key[1:]))
+                for key, value in resolved.items()
+                if key.startswith("@")
+            ]
+            assert (
+                len(registries) <= 1
+            ), f"Cannot resolve using multiple registries at {'.'.join(loc)}"
+
+            if len(registries) == 1:
+                cfg = resolved
+                params = dict(resolved)
+                params.pop(registries[0][0])
+                fn = registries[0][2].get(registries[0][1])
+                try:
+                    resolved = fn(**params)
+                    # The `validate_arguments` decorator has most likely
+                    # already put the resolved config in the registry
+                    # but for components that are instantiated without it
+                    # we need to do it here
+                    Config._store_resolved(resolved, cfg)
+                except ConfitValidationError as e:
+                    e = ConfitValidationError(
+                        errors=patch_errors(e.raw_errors, loc, params),
+                        model=e.model,
+                        name=getattr(e, "name", None),
+                    ).with_traceback(remove_lib_from_traceback(e.__traceback__))
+                    if not is_debug():
+                        e.__cause__ = None
+                        e.__suppress_context__ = True
+                    raise e
+
+        elif isinstance(obj, list):
+            resolved = [rec(v, (*loc, i)) for i, v in enumerate(obj)]
+        elif isinstance(obj, tuple):
+            resolved = tuple(rec(v, (*loc, i)) for i, v in enumerate(obj))
+        elif isinstance(obj, Reference):
+            while True:
+                try:
+                    resolved = resolve_reference(obj)
+                    break
+                except (KeyError, NameError):
+                    raise MissingReference(obj)
+        else:
+            resolved = obj
+
+        resolved_locs[id(obj)] = resolved
+
+        return resolved
+
+    return rec(self, ())
+
    +
    +
    + +
    + +
    + + +

    + merge(*updates, remove_extra=False) + +

    + + +
    + +

    Deep merge two configs. Heavily inspired from thinc's config merge function.

    + + + + + + + + + + + + + + + + + + + +
    PARAMETERDESCRIPTION
    updates +
    +

    Configs to update the original config

    +
    +

    + + TYPE: + Union[Dict[str, Any], Config] + + + DEFAULT: + () + +

    +
    remove_extra +
    +

    If true, restricts update to keys that existed in the original config

    +
    +

    + + TYPE: + bool + + + DEFAULT: + False + +

    +
    + + + + + + + + + + + + + + + +
    RETURNSDESCRIPTION
    + + The new config + + +
    + +
    +
    + +
    + Source code in confit/config.py + 
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    def merge(
+    self,
+    *updates: Union[Dict[str, Any], "Config"],
+    remove_extra: bool = False,
+) -> "Config":
+    """
+    Deep merge two configs. Heavily inspired from `thinc`'s config merge function.
+
+    Parameters
+    ----------
+    updates: Union[Config, Dict]
+        Configs to update the original config
+    remove_extra:
+        If true, restricts update to keys that existed in the original config
+
+    Returns
+    -------
+    The new config
+    """
+
+    def deep_set(current, path, val):
+        if path not in current and remove_extra:
+            return
+        current[path] = val
+
+    def rec(old, new):
+        for key, new_val in list(new.items()):
+            if "." in key:
+                deep_set(old, key, new_val)
+                continue
+
+            if key not in old:
+                if remove_extra:
+                    continue
+                else:
+                    old[key] = new_val
+                    continue
+
+            old_val = old[key]
+            if isinstance(old_val, dict) and isinstance(new_val, dict):
+                old_resolver = next((k for k in old_val if k.startswith("@")), None)
+                new_resolver = next((k for k in new_val if k.startswith("@")), None)
+                if (
+                    new_resolver is not None
+                    and old_resolver is not None
+                    and (
+                        old_resolver != new_resolver
+                        or old_val.get(old_resolver) != new_val.get(new_resolver)
+                    )
+                ):
+                    old[key] = new_val
+                else:
+                    rec(old[key], new_val)
+            else:
+                old[key] = new_val
+        return old
+
+    config = self.copy()
+    for u in updates:
+        rec(config, u)
+    return config
+
    +
    +
    + +
    + +
    + + +

    + copy() + +

    + + +
    + +

    Deep copy of the config, but not of the underlying data. +Should also work with other types of objects (e.g. lists, tuples, etc.)

    +
    Config.copy([1, 2, {"ok": 3}}]) == [1, 2, {"ok": 3}]
+
    + + + + + + + + + + + + + + + +
    RETURNSDESCRIPTION
    + + Any + + +
    + +
    +
    + +
    + Source code in confit/config.py + 
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    def copy(self: T) -> T:
+    """
+    Deep copy of the config, but not of the underlying data.
+    Should also work with other types of objects (e.g. lists, tuples, etc.)
+
+    ```
+    Config.copy([1, 2, {"ok": 3}}]) == [1, 2, {"ok": 3}]
+    ```
+
+    Returns
+    -------
+    Any
+    """
+    seen = {}
+
+    def rec(obj):
+        if id(obj) in seen:
+            return seen[id(obj)]
+        seen[id(obj)] = obj
+        if isinstance(obj, (Config, dict)):
+            return type(obj)(
+                {k: rec(v) for k, v in obj.items()},
+            )
+        elif isinstance(obj, list):
+            return [rec(v) for v in obj]
+        elif isinstance(obj, tuple):
+            return tuple(rec(v) for v in obj)
+        elif isinstance(obj, Reference):
+            return Reference(obj.value)
+        else:
+            return obj
+
+    copy = rec(self)
+    return copy
+
    +
    +
    + +
    + + + +
    + +
    + +
    + + +
    + + +

    + merge_from_disk(config_paths, returned_name='first') + +

    + + +
    + +

    Merge multiple configs loaded from the filesystem +and return the merged config as well as the name of the config

    + + + + + + + + + + + + + + + + + + + +
    PARAMETERDESCRIPTION
    config_paths +
    +

    Paths to the config files

    +
    +

    + + TYPE: + Union[Path, List[Path]] + +

    +
    returned_name +
    +

    If "first", the name of the first config is returned as the name of the merged +config. If "concat", the names of the configs are concatenated with a "+" sign

    +
    +

    + + TYPE: + str + + + DEFAULT: + 'first' + +

    +
    + +
    + Source code in confit/config.py + 
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    def merge_from_disk(
+    config_paths: Union[Path, List[Path]],
+    returned_name: str = "first",
+):
+    """
+    Merge multiple configs loaded from the filesystem
+    and return the merged config as well as the name of the config
+
+    Parameters
+    ----------
+    config_paths: Union[Path, List[Path]]
+        Paths to the config files
+    returned_name: str
+        If "first", the name of the first config is returned as the name of the merged
+        config. If "concat", the names of the configs are concatenated with a "+" sign
+
+    Returns
+    -------
+
+    """
+    assert returned_name in {"first", "concat"}
+    if isinstance(config_paths, Path):
+        config_paths = [config_paths]
+
+    configs = [Config.from_disk(p, resolve=False) for p in config_paths]
+    config_names = [p.stem for p in config_paths]
+
+    name = config_names[0] if returned_name == "first" else "+".join(config_names)
+
+    config = configs.pop(0)
+    return config.merge(*configs), name
+
    +
    +
    + +
    + + + +
    + +
    + +
    + + + + + + +
    +
    + + +
    + +
    + + + +
    +
    +
    +
    + + + + + + + + + + + + + + + + + + \ No newline at end of file diff --git a/main/en/reference/errors/index.html b/main/en/reference/errors/index.html new file mode 100644 index 0000000..ec6f0cd --- /dev/null +++ b/main/en/reference/errors/index.html @@ -0,0 +1,1516 @@ + + + + + + + + + + + + + + + + confit.errors - Confit + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
    + +
    + + + + + + +
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    +
    + + + +
    +
    +
    + + + + +
    +
    +
    + + + +
    +
    +
    + + + +
    +
    +
    + + + +
    +
    + + + + + + + + + +

    confit.errors

    + + +
    + + + + +
    + + + +
    + + + + + + + + +
    + + + +

    + MissingReference + + +

    + + +
    +

    + Bases: Exception

    + + +

    Raised when one or multiple references cannot be resolved.

    + +
    + Source code in confit/errors.py + 
    34
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    class MissingReference(Exception):
+    """
+    Raised when one or multiple references cannot be resolved.
+    """
+
+    def __init__(self, ref: Reference):
+        """
+        Parameters
+        ----------
+        ref: Reference
+            The reference that could not be resolved.
+        """
+        self.ref = ref
+        super().__init__()
+
+    def __str__(self):
+        """
+        String representation of the exception
+        """
+        return "Could not interpolate the following reference: {}".format(self.ref)
+
    +
    + + + +
    + + + + + + + + + +
    + + +

    + __init__(ref) + +

    + + +
    + + + + + + + + + + + + + + + + +
    PARAMETERDESCRIPTION
    ref +
    +

    The reference that could not be resolved.

    +
    +

    + + TYPE: + Reference + +

    +
    + +
    + Source code in confit/errors.py + 
    39
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    def __init__(self, ref: Reference):
+    """
+    Parameters
+    ----------
+    ref: Reference
+        The reference that could not be resolved.
+    """
+    self.ref = ref
+    super().__init__()
+
    +
    +
    + +
    + +
    + + +

    + __str__() + +

    + + +
    + +

    String representation of the exception

    + +
    + Source code in confit/errors.py + 
    49
+50
+51
+52
+53
    def __str__(self):
+    """
+    String representation of the exception
+    """
+    return "Could not interpolate the following reference: {}".format(self.ref)
+
    +
    +
    + +
    + + + +
    + +
    + +
    + +
    + + + +

    + CyclicReferenceError + + +

    + + +
    +

    + Bases: Exception

    + + +

    Raised when a cyclic reference is detected.

    + +
    + Source code in confit/errors.py + 
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    class CyclicReferenceError(Exception):
+    """
+    Raised when a cyclic reference is detected.
+    """
+
+    def __init__(self, path: Loc):
+        """
+        Parameters
+        ----------
+        path: Loc
+            The path of the cyclic reference
+        """
+        self.path = path
+        super().__init__()
+
+    def __str__(self):
+        """
+        String representation of the exception
+        """
+        return "Cyclic reference detected at {}".format(join_path(self.path))
+
    +
    + + + +
    + + + + + + + + + +
    + + +

    + __init__(path) + +

    + + +
    + + + + + + + + + + + + + + + + +
    PARAMETERDESCRIPTION
    path +
    +

    The path of the cyclic reference

    +
    +

    + + TYPE: + Loc + +

    +
    + +
    + Source code in confit/errors.py + 
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    def __init__(self, path: Loc):
+    """
+    Parameters
+    ----------
+    path: Loc
+        The path of the cyclic reference
+    """
+    self.path = path
+    super().__init__()
+
    +
    +
    + +
    + +
    + + +

    + __str__() + +

    + + +
    + +

    String representation of the exception

    + +
    + Source code in confit/errors.py + 
    71
+72
+73
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    def __str__(self):
+    """
+    String representation of the exception
+    """
+    return "Cyclic reference detected at {}".format(join_path(self.path))
+
    +
    +
    + +
    + + + +
    + +
    + +
    + + +
    + + +

    + remove_lib_from_traceback(tb) + +

    + + +
    + +

    Remove the lib folder from the traceback

    + +
    + Source code in confit/errors.py + 
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    def remove_lib_from_traceback(tb):
+    """
+    Remove the lib folder from the traceback
+    """
+    # compare package to module in f_globals
+    if is_debug():
+        return tb
+    if tb is not None and tb.tb_frame.f_globals.get("__package__") == __package__:
+        return remove_lib_from_traceback(tb.tb_next)
+    if tb is None or tb.tb_next is None:
+        return tb
+    tb.tb_next = remove_lib_from_traceback(tb.tb_next)
+    return tb
+
    +
    +
    + +
    + +
    + + +

    + to_legacy_error(err, model) + +

    + + +
    + +

    Decorator to convert a Pydantic ValidationError into a ConfitValidationError

    + +
    + Source code in confit/errors.py + 
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    def to_legacy_error(err: pydantic.ValidationError, model: Any) -> LegacyValidationError:
+    """
+    Decorator to convert a Pydantic ValidationError into a ConfitValidationError
+    """
+    if isinstance(err, LegacyValidationError):
+        return err
+    errors = err.errors(include_url=False)
+    raw_errors = []
+    for err in errors:
+        try:
+            vrepr = repr(err["input"])
+        except Exception:  # pragma: no cover
+            vrepr = object.__repr__(err["input"])
+        vrepr = vrepr[:50] + "..." if len(vrepr) > 50 else vrepr
+        err = dict(err)
+        msg = err.pop("msg", "")
+        msg = (msg[0].lower() + msg[1:]) if msg else msg
+        raw_errors.append(
+            ErrorWrapper(
+                exc=err["ctx"]["error"]
+                if "ctx" in err
+                and "error" in err["ctx"]
+                and isinstance(err["ctx"]["error"], BaseException)
+                else PydanticNewStyleError(
+                    **err,
+                    msg=msg,
+                    actual_value=vrepr,
+                    actual_type=type(err["input"]).__name__,
+                ),
+                loc=err["loc"],
+            )
+        )
+    return ConfitValidationError(raw_errors, model=model)
+
    +
    +
    + +
    + +
    + + +

    + patch_errors(errors, path=(), values=None, model=None, special_names=(), drop_names=()) + +

    + + +
    + +

    Patch the location of the errors to add the path prefix and complete +the errors with the actual value if it is available. +This is useful when the errors are raised in a sub-dict of the config.

    + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
    PARAMETERDESCRIPTION
    errors +
    +

    The pydantic errors to patch

    +
    +

    + + TYPE: + T + +

    +
    path +
    +

    The path to add to the errors

    +
    +

    + + TYPE: + Loc + + + DEFAULT: + () + +

    +
    values +
    +

    The values of the config

    +
    +

    + + TYPE: + Dict + + + DEFAULT: + None + +

    +
    special_names +
    +

    The names of the special keys of the model signature, to replace with a wildcard +when encountered in the error path

    +
    +

    + + TYPE: + Sequence[str] + + + DEFAULT: + () + +

    +
    model +
    +

    The model of the config

    +
    +

    + + TYPE: + Optional[BaseModel] + + + DEFAULT: + None + +

    +
    drop_names +
    +

    The names of the keys to drop from the error path

    +
    +

    + + TYPE: + Sequence[str] + + + DEFAULT: + () + +

    +
    + + + + + + + + + + + + + + + +
    RETURNSDESCRIPTION
    + + Union[ValidationError, Sequence[ErrorWrapper], ErrorWrapper] + + +
    +

    The patched errors

    +
    +
    + +
    + Source code in confit/errors.py + 
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    def patch_errors(
+    errors: T,
+    path: Loc = (),
+    values: Dict = None,
+    model: Optional[pydantic.BaseModel] = None,
+    special_names: Sequence[str] = (),
+    drop_names: Sequence[str] = (),
+) -> T:
+    """
+    Patch the location of the errors to add the `path` prefix and complete
+    the errors with the actual value if it is available.
+    This is useful when the errors are raised in a sub-dict of the config.
+
+    Parameters
+    ----------
+    errors: Union[LegacyValidationError, Sequence[ErrorWrapper], ErrorWrapper]
+        The pydantic errors to patch
+    path: Loc
+        The path to add to the errors
+    values: Dict
+        The values of the config
+    special_names: Sequence[str]
+        The names of the special keys of the model signature, to replace with a wildcard
+        when encountered in the error path
+    model: Optional[pydantic.BaseModel]
+        The model of the config
+    drop_names: Sequence[str]
+        The names of the keys to drop from the error path
+
+    Returns
+    -------
+    Union[LegacyValidationError, Sequence[ErrorWrapper], ErrorWrapper]
+        The patched errors
+    """
+    if isinstance(errors, pydantic.ValidationError):
+        errors = to_legacy_error(errors, model).raw_errors
+        errors = patch_errors(errors, path, values, model, special_names, drop_names)
+        return ConfitValidationError(errors, model=model)
+    if isinstance(errors, list):
+        res = []
+        for error in errors:
+            res.extend(
+                patch_errors(error, path, values, model, special_names, drop_names)
+            )
+        return res
+    if isinstance(errors, ErrorWrapper) and isinstance(
+        errors.exc, LegacyValidationError
+    ):
+        try:
+            field_model = model
+            for part in errors.loc_tuple():
+                # if not issubclass(field_model, pydantic.BaseModel) and issubclass(
+                #     field_model.vd.model, pydantic.BaseModel
+                # ):
+                #     field_model = field_model.vd.model
+                if PYDANTIC_V1:
+                    field_model = field_model.__fields__[part]
+                else:
+                    field_model = field_model.model_fields[part]
+                if PYDANTIC_V1:
+                    field_model = field_model.type_
+                else:
+                    field_model = field_model.annotation
+            if (
+                field_model is errors.exc.model
+                or field_model.vd.model is errors.exc.model
+            ):
+                return patch_errors(
+                    errors.exc.raw_errors,
+                    (*path, *errors.loc_tuple()),
+                    values,
+                    model,
+                    special_names,
+                    drop_names,
+                )
+        except (KeyError, AttributeError):  # pragma: no cover
+            print("Could not find model for", errors.loc_tuple())
+
+    if (
+        isinstance(errors.exc, PydanticErrorMixin)
+        and values is not None
+        and errors.loc_tuple()
+        and errors.loc_tuple()[0] in values
+    ):
+        if "actual_value" not in errors.exc.__dict__:
+            actual_value = values
+            for key in errors.loc_tuple():
+                actual_value = actual_value[key]
+            vrepr = repr(actual_value)
+            errors.exc.actual_value = vrepr[:50] + "..." if len(vrepr) > 50 else vrepr
+            errors.exc.actual_type = type(actual_value).__name__
+
+        cls = errors.exc.__class__
+        if cls not in PATCHED_ERRORS_CLS:
+
+            def error_str(self):
+                s = cls.__str__(self)
+                s = (
+                    s + f", got {self.actual_value} ({self.actual_type})"
+                    if hasattr(self, "actual_value")
+                    else s
+                )
+                return s
+
+            new_cls = type(
+                cls.__name__,
+                (cls,),
+                {
+                    "msg_template": cls.msg_template
+                    + ", got {actual_value} ({actual_type})"
+                }
+                if hasattr(cls, "msg_template")
+                else {
+                    "__str__": error_str,
+                },
+            )
+            PATCHED_ERRORS_CLS[cls] = new_cls
+            PATCHED_ERRORS_CLS[new_cls] = new_cls
+        errors.exc.__class__ = PATCHED_ERRORS_CLS[cls]
+
+    if (
+        isinstance(errors.exc, TypeError)
+        and str(errors.exc).startswith("unexpected keyword argument")
+        and ":" in errors.exc.args[0]
+    ):
+        extra_keys = errors.exc.args[0].split(": ")[1].split(", ")
+        return [
+            ErrorWrapper(
+                TypeError("unexpected keyword argument"),
+                (*path, *errors.loc_tuple()[:-1], key.strip("'")),
+            )
+            for key in extra_keys
+        ]
+
+    loc_tuple = errors.loc_tuple()
+    if loc_tuple and loc_tuple[-1] in special_names:
+        loc_tuple = (*loc_tuple[:-1], "[signature]")
+    loc_tuple = tuple(part for part in loc_tuple if part not in drop_names)
+
+    return [
+        ErrorWrapper(
+            errors.exc,
+            (*path, *loc_tuple),
+        )
+    ]
+
    +
    +
    + +
    + + + +
    + +
    + +
    + + + + + + +
    +
    + + +
    + +
    + + + +
    +
    +
    +
    + + + + + + + + + + + + + + + + + + \ No newline at end of file diff --git a/main/en/reference/index.html b/main/en/reference/index.html new file mode 100644 index 0000000..18e2bb4 --- /dev/null +++ b/main/en/reference/index.html @@ -0,0 +1,498 @@ + + + + + + + + + + + + + + + + confit - Confit + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
    + +
    + + + + + + +
    + + +
    + +
    + + + + + + +
    +
    + + + +
    +
    +
    + + + + +
    +
    +
    + + + +
    +
    +
    + + + +
    +
    +
    + + + +
    +
    + + + + + + + + + +

    confit

    + + +
    + + + + +
    + + + +
    + + + + + + + + + + + +
    + +
    + +
    + + + + + + +
    +
    + + +
    + +
    + + + +
    +
    +
    +
    + + + + + + + + + + + + + + + + + + \ No newline at end of file diff --git a/main/en/reference/registry/index.html b/main/en/reference/registry/index.html new file mode 100644 index 0000000..d1ee09e --- /dev/null +++ b/main/en/reference/registry/index.html @@ -0,0 +1,2621 @@ + + + + + + + + + + + + + + + + confit.registry - Confit + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
    + +
    + + + + + + +
    + + +
    + +
    + + + + + + +
    +
    + + + +
    +
    +
    + + + + +
    +
    +
    + + + +
    +
    +
    + + + +
    +
    +
    + + + +
    +
    + + + + + + + + + +

    confit.registry

    + + +
    + + + + +
    + + + +
    + + + + + + + + +
    + + + +

    + VisibleDeprecationWarning + + +

    + + +
    +

    + Bases: UserWarning

    + + +

    Visible deprecation warning.

    +

    By default, python will not show deprecation warnings, so this class +can be used when a very visible warning is helpful, for example because +the usage is most likely a user bug.

    +

    Copied from https://github.com/numpy/numpy/blob/965b41d418e6100c1afae0b6f818a7ef152bc25d/numpy/_globals.py#L44-L51

    + +
    + Source code in confit/registry.py + 
    354
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    class VisibleDeprecationWarning(UserWarning):
+    """
+    Visible deprecation warning.
+
+    By default, python will not show deprecation warnings, so this class
+    can be used when a very visible warning is helpful, for example because
+    the usage is most likely a user bug.
+
+    Copied from https://github.com/numpy/numpy/blob/965b41d418e6100c1afae0b6f818a7ef152bc25d/numpy/_globals.py#L44-L51
+    """  # noqa: E501
+
    +
    + +
    + +
    + +
    + + + +

    + Registry + + +

    + + +
    +

    + Bases: Registry

    + + +

    A registry that validates the input arguments of the registered functions.

    + +
    + Source code in confit/registry.py + 
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    class Registry(catalogue.Registry):
+    """
+    A registry that validates the input arguments of the registered functions.
+    """
+
+    def __init__(self, namespace: Sequence[str], entry_points: bool = False) -> None:
+        """
+        Initialize the registry.
+
+        Parameters
+        ----------
+        namespace: Sequence[str]
+            The namespace of the registry
+        entry_points: bool
+            Should we use entry points to load the registered functions
+        """
+        super().__init__(namespace, entry_points=entry_points)
+        self.registry = None
+
+    def register(
+        self,
+        name: str,
+        *,
+        func: Optional[catalogue.InFunc] = None,
+        save_params: Optional[Dict[str, Any]] = None,
+        skip_save_params: Sequence[str] = (),
+        invoker: Optional[Callable] = None,
+        deprecated: Sequence[str] = (),
+    ) -> Callable[[catalogue.InFunc], catalogue.InFunc]:
+        """
+        This is a convenience wrapper around `catalogue.Registry.register`, that
+        additionally validates the input arguments of the registered function and
+        saves the result of any call to a mapping to its arguments.
+
+        Parameters
+        ----------
+        name: str
+            The name of the function
+        func: Optional[catalogue.InFunc]
+            The function to register
+        save_params: Optional[Dict[str, Any]]
+            Additional parameters to save when the function is called. If falsy,
+            the function parameters are not saved
+        skip_save_params: Sequence[str]
+            List of parameters to skip when saving the function parameters
+        invoker: Optional[Callable] = None,
+            An optional invoker to apply to the function before registering it.
+            It is better to use this than to apply the invoker to the function
+            to preserve the signature of the function or the class and enable
+            validating its parameters.
+        deprecated: Sequence[str]
+            The deprecated registry names for the function
+
+        Returns
+        -------
+        Callable[[catalogue.InFunc], catalogue.InFunc]
+        """
+        registerer = super().register
+
+        save_params = save_params or {f"@{self.namespace[-1]}": name}
+
+        def invoke(func, params):
+            resolved = invoker(func, params) if invoker is not None else func(params)
+            if save_params is not None:
+                params_to_save = {**save_params, **params}
+                for name in skip_save_params:
+                    params_to_save.pop(name, None)
+                Config._store_resolved(resolved, params_to_save)
+            return resolved
+
+        def wrap_and_register(fn: catalogue.InFunc) -> catalogue.InFunc:
+            if save_params is not None:
+                _check_signature_for_save_params(
+                    fn if not isinstance(fn, type) else fn.__init__
+                )
+
+            validated_fn = validate_arguments(
+                fn,
+                config={"arbitrary_types_allowed": True},
+                registry=getattr(self, "registry", None),
+                invoker=invoke,
+            )
+            registerer(name)(validated_fn)
+
+            for deprecated_name in deprecated:
+
+                def make_deprecated_fn(old):
+                    @wraps(fn)
+                    def deprecated_fn(*args, **kwargs):
+                        warnings.warn(
+                            f'"{old}" is deprecated, please use "{name}" instead."',
+                            VisibleDeprecationWarning,
+                        )
+                        return validated_fn(*args, **kwargs)
+
+                    return deprecated_fn
+
+                registerer(deprecated_name)(make_deprecated_fn(deprecated_name))
+
+            return validated_fn
+
+        if func is not None:
+            return wrap_and_register(func)
+        else:
+            return wrap_and_register
+
+    def get_entry_points(self):
+        """Get registered entry points from other packages for this namespace.
+
+        RETURNS (Dict[str, Any]): Entry points, keyed by name.
+        """
+        entrypoints = importlib_metadata.entry_points()
+        if hasattr(entrypoints, "select"):
+            return entrypoints.select(group=self.entry_point_namespace)
+        else:  # dict
+            return entrypoints.get(self.entry_point_namespace, [])
+
+    def get(self, name: str):
+        """
+        Get the registered function for a given name.
+
+        Modified from catalogue.Registry.get to avoid importing
+        all entry points when lookup fails, but rather list the
+        available entry points.
+
+        Parameters
+        ----------
+        name: str
+            The name of the function
+
+        Returns
+        -------
+        catalogue.InFunc
+        """
+        path = list(self.namespace) + [name]
+        try:
+            return catalogue._get(path)
+        except catalogue.RegistryError:
+            if self.entry_points:
+                from_entry_point = self.get_entry_point(name)
+                if from_entry_point:
+                    return from_entry_point
+            if not catalogue.check_exists(*path):
+                raise catalogue.RegistryError(
+                    f"Can't find '{name}' in registry {' -> '.join(self.namespace)}. "
+                    f"Available names: "
+                    f"{', '.join(sorted(self.get_available())) or 'none'}"
+                )
+            return catalogue._get(path)
+
+    def get_available(self) -> Sequence[str]:
+        """Get all functions for a given namespace.
+
+        namespace (Tuple[str]): The namespace to get.
+        RETURNS (Dict[str, Any]): The functions, keyed by name.
+        """
+        result = set()
+        if self.entry_points:
+            result.update({p.name for p in self._get_entry_points()})
+        for keys in catalogue.REGISTRY.copy().keys():
+            if len(self.namespace) == len(keys) - 1 and all(
+                self.namespace[i] == keys[i] for i in range(len(self.namespace))
+            ):
+                result.add(keys[-1])
+        return sorted(result)
+
    +
    + + + +
    + + + + + + + + + +
    + + +

    + __init__(namespace, entry_points=False) + +

    + + +
    + +

    Initialize the registry.

    + + + + + + + + + + + + + + + + + + + +
    PARAMETERDESCRIPTION
    namespace +
    +

    The namespace of the registry

    +
    +

    + + TYPE: + Sequence[str] + +

    +
    entry_points +
    +

    Should we use entry points to load the registered functions

    +
    +

    + + TYPE: + bool + + + DEFAULT: + False + +

    +
    + +
    + Source code in confit/registry.py + 
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    def __init__(self, namespace: Sequence[str], entry_points: bool = False) -> None:
+    """
+    Initialize the registry.
+
+    Parameters
+    ----------
+    namespace: Sequence[str]
+        The namespace of the registry
+    entry_points: bool
+        Should we use entry points to load the registered functions
+    """
+    super().__init__(namespace, entry_points=entry_points)
+    self.registry = None
+
    +
    +
    + +
    + +
    + + +

    + register(name, *, func=None, save_params=None, skip_save_params=(), invoker=None, deprecated=()) + +

    + + +
    + +

    This is a convenience wrapper around catalogue.Registry.register, that +additionally validates the input arguments of the registered function and +saves the result of any call to a mapping to its arguments.

    + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
    PARAMETERDESCRIPTION
    name +
    +

    The name of the function

    +
    +

    + + TYPE: + str + +

    +
    func +
    +

    The function to register

    +
    +

    + + TYPE: + Optional[InFunc] + + + DEFAULT: + None + +

    +
    save_params +
    +

    Additional parameters to save when the function is called. If falsy, +the function parameters are not saved

    +
    +

    + + TYPE: + Optional[Dict[str, Any]] + + + DEFAULT: + None + +

    +
    skip_save_params +
    +

    List of parameters to skip when saving the function parameters

    +
    +

    + + TYPE: + Sequence[str] + + + DEFAULT: + () + +

    +
    invoker +
    +

    An optional invoker to apply to the function before registering it. +It is better to use this than to apply the invoker to the function +to preserve the signature of the function or the class and enable +validating its parameters.

    +
    +

    + + TYPE: + Optional[Callable] + + + DEFAULT: + None + +

    +
    deprecated +
    +

    The deprecated registry names for the function

    +
    +

    + + TYPE: + Sequence[str] + + + DEFAULT: + () + +

    +
    + + + + + + + + + + + + + + + +
    RETURNSDESCRIPTION
    + + Callable[[InFunc], InFunc] + + +
    + +
    +
    + +
    + Source code in confit/registry.py + 
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    def register(
+    self,
+    name: str,
+    *,
+    func: Optional[catalogue.InFunc] = None,
+    save_params: Optional[Dict[str, Any]] = None,
+    skip_save_params: Sequence[str] = (),
+    invoker: Optional[Callable] = None,
+    deprecated: Sequence[str] = (),
+) -> Callable[[catalogue.InFunc], catalogue.InFunc]:
+    """
+    This is a convenience wrapper around `catalogue.Registry.register`, that
+    additionally validates the input arguments of the registered function and
+    saves the result of any call to a mapping to its arguments.
+
+    Parameters
+    ----------
+    name: str
+        The name of the function
+    func: Optional[catalogue.InFunc]
+        The function to register
+    save_params: Optional[Dict[str, Any]]
+        Additional parameters to save when the function is called. If falsy,
+        the function parameters are not saved
+    skip_save_params: Sequence[str]
+        List of parameters to skip when saving the function parameters
+    invoker: Optional[Callable] = None,
+        An optional invoker to apply to the function before registering it.
+        It is better to use this than to apply the invoker to the function
+        to preserve the signature of the function or the class and enable
+        validating its parameters.
+    deprecated: Sequence[str]
+        The deprecated registry names for the function
+
+    Returns
+    -------
+    Callable[[catalogue.InFunc], catalogue.InFunc]
+    """
+    registerer = super().register
+
+    save_params = save_params or {f"@{self.namespace[-1]}": name}
+
+    def invoke(func, params):
+        resolved = invoker(func, params) if invoker is not None else func(params)
+        if save_params is not None:
+            params_to_save = {**save_params, **params}
+            for name in skip_save_params:
+                params_to_save.pop(name, None)
+            Config._store_resolved(resolved, params_to_save)
+        return resolved
+
+    def wrap_and_register(fn: catalogue.InFunc) -> catalogue.InFunc:
+        if save_params is not None:
+            _check_signature_for_save_params(
+                fn if not isinstance(fn, type) else fn.__init__
+            )
+
+        validated_fn = validate_arguments(
+            fn,
+            config={"arbitrary_types_allowed": True},
+            registry=getattr(self, "registry", None),
+            invoker=invoke,
+        )
+        registerer(name)(validated_fn)
+
+        for deprecated_name in deprecated:
+
+            def make_deprecated_fn(old):
+                @wraps(fn)
+                def deprecated_fn(*args, **kwargs):
+                    warnings.warn(
+                        f'"{old}" is deprecated, please use "{name}" instead."',
+                        VisibleDeprecationWarning,
+                    )
+                    return validated_fn(*args, **kwargs)
+
+                return deprecated_fn
+
+            registerer(deprecated_name)(make_deprecated_fn(deprecated_name))
+
+        return validated_fn
+
+    if func is not None:
+        return wrap_and_register(func)
+    else:
+        return wrap_and_register
+
    +
    +
    + +
    + +
    + + +

    + get_entry_points() + +

    + + +
    + +

    Get registered entry points from other packages for this namespace.

    +

    RETURNS (Dict[str, Any]): Entry points, keyed by name.

    + +
    + Source code in confit/registry.py + 
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    def get_entry_points(self):
+    """Get registered entry points from other packages for this namespace.
+
+    RETURNS (Dict[str, Any]): Entry points, keyed by name.
+    """
+    entrypoints = importlib_metadata.entry_points()
+    if hasattr(entrypoints, "select"):
+        return entrypoints.select(group=self.entry_point_namespace)
+    else:  # dict
+        return entrypoints.get(self.entry_point_namespace, [])
+
    +
    +
    + +
    + +
    + + +

    + get(name) + +

    + + +
    + +

    Get the registered function for a given name.

    +

    Modified from catalogue.Registry.get to avoid importing +all entry points when lookup fails, but rather list the +available entry points.

    + + + + + + + + + + + + + + + +
    PARAMETERDESCRIPTION
    name +
    +

    The name of the function

    +
    +

    + + TYPE: + str + +

    +
    + + + + + + + + + + + + + + + +
    RETURNSDESCRIPTION
    + + InFunc + + +
    + +
    +
    + +
    + Source code in confit/registry.py + 
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    def get(self, name: str):
+    """
+    Get the registered function for a given name.
+
+    Modified from catalogue.Registry.get to avoid importing
+    all entry points when lookup fails, but rather list the
+    available entry points.
+
+    Parameters
+    ----------
+    name: str
+        The name of the function
+
+    Returns
+    -------
+    catalogue.InFunc
+    """
+    path = list(self.namespace) + [name]
+    try:
+        return catalogue._get(path)
+    except catalogue.RegistryError:
+        if self.entry_points:
+            from_entry_point = self.get_entry_point(name)
+            if from_entry_point:
+                return from_entry_point
+        if not catalogue.check_exists(*path):
+            raise catalogue.RegistryError(
+                f"Can't find '{name}' in registry {' -> '.join(self.namespace)}. "
+                f"Available names: "
+                f"{', '.join(sorted(self.get_available())) or 'none'}"
+            )
+        return catalogue._get(path)
+
    +
    +
    + +
    + +
    + + +

    + get_available() + +

    + + +
    + +

    Get all functions for a given namespace.

    +

    namespace (Tuple[str]): The namespace to get. +RETURNS (Dict[str, Any]): The functions, keyed by name.

    + +
    + Source code in confit/registry.py + 
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    def get_available(self) -> Sequence[str]:
+    """Get all functions for a given namespace.
+
+    namespace (Tuple[str]): The namespace to get.
+    RETURNS (Dict[str, Any]): The functions, keyed by name.
+    """
+    result = set()
+    if self.entry_points:
+        result.update({p.name for p in self._get_entry_points()})
+    for keys in catalogue.REGISTRY.copy().keys():
+        if len(self.namespace) == len(keys) - 1 and all(
+            self.namespace[i] == keys[i] for i in range(len(self.namespace))
+        ):
+            result.add(keys[-1])
+    return sorted(result)
+
    +
    +
    + +
    + + + +
    + +
    + +
    + +
    + + + +

    + MetaRegistryCollection + + +

    + + +
    +

    + Bases: type

    + + +

    A metaclass for the registry collection that adds it as the +registry collection of all registries defined in the body of the class.

    + +
    + Source code in confit/registry.py + 
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    class MetaRegistryCollection(type):
+    """
+    A metaclass for the registry collection that adds it as the
+    registry collection of all registries defined in the body of the class.
+    """
+
+    def __setattr__(self, key, value):
+        assert isinstance(value, Registry)
+        value.registry = self
+        super().__setattr__(key, value)
+
+    def __init__(cls, name, bases, dct):
+        """
+        Initialize the registry collection by adding it-self as the registry collection
+        of all registries.
+
+        Parameters
+        ----------
+        name
+        bases
+        dct
+        """
+        super().__init__(name, bases, dct)
+        for key, value in dct.items():
+            if isinstance(value, Registry):
+                value.registry = cls
+
    +
    + + + +
    + + + + + + + + + +
    + + +

    + __init__(name, bases, dct) + +

    + + +
    + +

    Initialize the registry collection by adding it-self as the registry collection +of all registries.

    + + + + + + + + + + + + + + + + + + + + + + + +
    PARAMETERDESCRIPTION
    name +
    + +
    +

    +

    +
    bases +
    + +
    +

    +

    +
    dct +
    + +
    +

    +

    +
    + +
    + Source code in confit/registry.py + 
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    def __init__(cls, name, bases, dct):
+    """
+    Initialize the registry collection by adding it-self as the registry collection
+    of all registries.
+
+    Parameters
+    ----------
+    name
+    bases
+    dct
+    """
+    super().__init__(name, bases, dct)
+    for key, value in dct.items():
+        if isinstance(value, Registry):
+            value.registry = cls
+
    +
    +
    + +
    + + + +
    + +
    + +
    + +
    + + + +

    + RegistryCollection + + +

    + + +
    + + +

    A collection of registries.

    +

    ```python +class MyRegistries(RegistryCollection): + my_registry = Registry(("package_name", "my_registry"), entry_points=True) + my_other_registry = Registry(("package_name", "my_other_registry"))

    + +
    + Source code in confit/registry.py + 
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    class RegistryCollection(metaclass=MetaRegistryCollection):
+    """
+    A collection of registries.
+
+    ```python
+    class MyRegistries(RegistryCollection):
+        my_registry = Registry(("package_name", "my_registry"), entry_points=True)
+        my_other_registry = Registry(("package_name", "my_other_registry"))
+    """
+
    +
    + +
    + +
    + + +
    + + +

    + validate_arguments(func=None, *, config=None, invoker=None, registry=None) + +

    + + +
    + +

    Decorator to validate the arguments passed to a function and store the result +in a mapping from results to call parameters (allowing

    + + + + + + + + + + + + + + + + + + + + + + + + + + + +
    PARAMETERDESCRIPTION
    func +
    +

    The function or class to call

    +
    +

    + + TYPE: + Optional[Func] + + + DEFAULT: + None + +

    +
    config +
    +

    The validation configuration object

    +
    +

    + + TYPE: + Dict + + + DEFAULT: + None + +

    +
    invoker +
    +

    An optional invoker to apply on the validated function

    +
    +

    + + TYPE: + Optional[Callable[[Callable, Dict[str, Any]], Any]] + + + DEFAULT: + None + +

    +
    registry +
    +

    The registry to use to resolve the default parameters

    +
    +

    + + TYPE: + Any + + + DEFAULT: + None + +

    +
    + + + + + + + + + + + + + + + +
    RETURNSDESCRIPTION
    + + Any + + +
    + +
    +
    + +
    + Source code in confit/registry.py + 
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    def validate_arguments(
+    func: Optional[Func] = None,
+    *,
+    config: Dict = None,
+    invoker: Optional[Callable[[Callable, Dict[str, Any]], Any]] = None,
+    registry: Any = None,
+) -> Union[Func, Callable[[Func], Func]]:
+    """
+    Decorator to validate the arguments passed to a function and store the result
+    in a mapping from results to call parameters (allowing
+
+    Parameters
+    ----------
+    func: Callable
+        The function or class to call
+    config: Dict
+        The validation configuration object
+    invoker: Optional[Callable]
+        An optional invoker to apply on the validated function
+    registry: Any
+        The registry to use to resolve the default parameters
+
+    Returns
+    -------
+    Any
+    """
+    if config is None:
+        config = {}
+    config = {**config, "arbitrary_types_allowed": True}
+
+    def validate(_func: Callable) -> Callable:
+        if isinstance(_func, type):
+            _func: type
+            if hasattr(_func.__init__, "__wrapped__"):
+                vd = ValidatedFunction(_func.__init__.__wrapped__, config)
+            else:
+                vd = ValidatedFunction(_func.__init__, config)
+            vd.model.__name__ = _func.__name__
+            if PYDANTIC_V1:
+                vd.model.__fields__["self"].default = None
+            else:
+                vd.model.model_fields["self"].default = None
+
+            # This function is called by Pydantic when asked to cast
+            # a value (most likely a dict) as a Model (most often during
+            # a function call)
+
+            old_get_validators = (
+                _func.__get_validators__
+                if hasattr(_func, "__get_validators__")
+                else None
+            )
+            old_get_pydantic_core_schema = (
+                _func.__get_pydantic_core_schema__
+                if hasattr(_func, "__get_pydantic_core_schema__")
+                else None
+            )
+
+            def __get_validators__():
+                """
+                This function is called by Pydantic when asked to cast
+                a value (most likely a dict) as a Model (most often during
+                a function call)
+
+                Yields
+                -------
+                Callable
+                    The validator function
+                """
+
+                def _validate(value):
+                    if isinstance(value, dict):
+                        value = Config(value).resolve(registry=registry)
+
+                    if old_get_validators is not None:
+                        for validator in old_get_validators():
+                            value = validator(value)
+
+                    if isinstance(value, _func):
+                        return value
+
+                    return _func(**value)
+
+                yield _validate
+
+            def __get_pydantic_core_schema__(*args, **kwargs):
+                from pydantic_core import core_schema
+
+                def pre_validate(value):
+                    if isinstance(value, dict):
+                        value = Config(value).resolve(registry=registry)
+                    return value
+
+                def post_validate(value):
+                    if isinstance(value, _func):
+                        return value
+
+                    return _func(**value)
+
+                return core_schema.chain_schema(
+                    [
+                        core_schema.no_info_plain_validator_function(pre_validate),
+                        *(
+                            (old_get_pydantic_core_schema(*args, **kwargs),)
+                            if old_get_pydantic_core_schema
+                            else (
+                                core_schema.no_info_plain_validator_function(fn)
+                                for fn in old_get_validators()
+                            )
+                            if old_get_validators is not None
+                            else ()
+                        ),
+                        core_schema.no_info_plain_validator_function(post_validate),
+                    ]
+                )
+
+            # This function is called when we do Model(variable=..., other=...)
+            @wraps(
+                vd.raw_function,
+                assigned=(
+                    "__module__",
+                    "__name__",
+                    "__qualname__",
+                    "__doc__",
+                    "__annotations__",
+                    "__defaults__",
+                    "__kwdefaults__",
+                ),
+            )
+            def wrapper_function(*args: Any, **kwargs: Any) -> Any:
+                try:
+                    return _resolve_and_validate_call(
+                        args=args,
+                        kwargs=kwargs,
+                        pydantic_func=vd,
+                        use_self=True,
+                        invoker=invoker,
+                        callee=_func,
+                    )
+                except Exception as e:
+                    if not is_debug() and isinstance(
+                        e.__context__, (ValidationError, LegacyValidationError)
+                    ):
+                        e.__cause__ = None
+                        e.__suppress_context__ = True
+                    raise e.with_traceback(remove_lib_from_traceback(e.__traceback__))
+
+            _func.vd = vd
+            if PYDANTIC_V1:
+                _func.__get_validators__ = __get_validators__
+            else:
+                _func.__get_pydantic_core_schema__ = __get_pydantic_core_schema__
+            # _func.model = vd.model
+            # _func.model.type_ = _func
+            _func.__init__ = wrapper_function
+            _func.__init__.__wrapped__ = vd.raw_function
+            return _func
+
+        else:
+            vd = ValidatedFunction(_func, config)
+
+            @wraps(
+                _func,
+                assigned=(
+                    "__module__",
+                    "__name__",
+                    "__qualname__",
+                    "__doc__",
+                    "__annotations__",
+                    "__defaults__",
+                    "__kwdefaults__",
+                    "__signature__",
+                ),
+            )
+            def wrapper_function(*args: Any, **kwargs: Any) -> Any:
+                try:
+                    return _resolve_and_validate_call(
+                        args=args,
+                        kwargs=kwargs,
+                        pydantic_func=vd,
+                        use_self=False,
+                        invoker=invoker,
+                        callee=_func,
+                    )
+                except Exception as e:
+                    if not is_debug() and isinstance(
+                        e.__cause__, (ValidationError, LegacyValidationError)
+                    ):
+                        e.__cause__ = None
+                        e.__suppress_context__ = True
+                    raise e.with_traceback(remove_lib_from_traceback(e.__traceback__))
+
+            wrapper_function.vd = vd  # type: ignore
+            wrapper_function.validate = vd.init_model_instance  # type: ignore
+            wrapper_function.__wrapped__ = vd.raw_function  # type: ignore
+            wrapper_function.model = vd.model  # type: ignore
+            return wrapper_function
+
+    if func:
+        return validate(func)
+    else:
+        return validate
+
    +
    +
    + +
    + +
    + + +

    + get_default_registry() + +

    + + +
    + +

    Get the default registered registry.

    + + + + + + + + + + + + + + + +
    RETURNSDESCRIPTION
    + + Registry + + +
    + +
    +
    + +
    + Source code in confit/registry.py + 
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    def get_default_registry() -> Any:
+    """
+    Get the default registered registry.
+
+    Returns
+    -------
+    Registry
+    """
+    return _default_registry
+
    +
    +
    + +
    + +
    + + +

    + set_default_registry(registry) + +

    + + +
    + +

    Set the default registered registry. This is used in +Config.resolve() when no registry is provided.

    + + + + + + + + + + + + + + + +
    PARAMETERDESCRIPTION
    registry +
    + +
    +

    + + TYPE: + CustomRegistry + +

    +
    + + + + + + + + + + + + + + + +
    RETURNSDESCRIPTION
    + + Registry + + +
    + +
    +
    + +
    + Source code in confit/registry.py + 
    592
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    def set_default_registry(registry: CustomRegistry) -> CustomRegistry:
+    """
+    Set the default registered registry. This is used in
+    [`Config.resolve()`][confit.config.Config.resolve] when no registry is provided.
+
+    Parameters
+    ----------
+    registry: Registry
+
+    Returns
+    -------
+    Registry
+    """
+    global _default_registry
+    _default_registry = registry
+    return registry
+
    +
    +
    + +
    + + + +
    + +
    + +
    + + + + + + +
    +
    + + +
    + +
    + + + +
    +
    +
    +
    + + + + + + + + + + + + + + + + + + \ No newline at end of file diff --git a/main/en/reference/utils/collections/index.html b/main/en/reference/utils/collections/index.html new file mode 100644 index 0000000..bd90754 --- /dev/null +++ b/main/en/reference/utils/collections/index.html @@ -0,0 +1,848 @@ + + + + + + + + + + + + + + + + confit.utils.collections - Confit + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
    + +
    + + + + + + +
    + + +
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    + + + +
    +
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    + + + +
    +
    +
    + + + +
    +
    + + + + + + + + + +

    confit.utils.collections

    + + +
    + + + + +
    + + + +
    + + + + + + + + + +
    + + +

    + join_path(path) + +

    + + +
    + +

    Join a path into a string and quotes subpaths that contain dots.

    + + + + + + + + + + + + + + + +
    PARAMETERDESCRIPTION
    path +
    + +
    +

    +

    +
    + + + + + + + + + + + + + + + +
    RETURNSDESCRIPTION
    + + str + + +
    + +
    +
    + +
    + Source code in confit/utils/collections.py + 
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    def join_path(path):
+    """
+    Join a path into a string and quotes subpaths that contain dots.
+
+    Parameters
+    ----------
+    path: Tuple[Union[int, str]]
+
+    Returns
+    -------
+    str
+    """
+    return ".".join(
+        repr(x) if not isinstance(x, str) or split_path(x.strip()) != (x,) else x
+        for x in path
+    )
+
    +
    +
    + +
    + +
    + + +

    + split_path(path) + +

    + + +
    + +

    Split a path around "." into a tuple of strings and ints. +If a sub-path is quoted, it will be returned as a full non-split string.

    + + + + + + + + + + + + + + + +
    PARAMETERDESCRIPTION
    path +
    + +
    +

    + + TYPE: + str + +

    +
    + +
    + Source code in confit/utils/collections.py + 
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    def split_path(path: str) -> Tuple[Union[int, str]]:
+    """
+    Split a path around "." into a tuple of strings and ints.
+    If a sub-path is quoted, it will be returned as a full non-split string.
+
+    Parameters
+    ----------
+    path: str
+
+    Returns
+    -------
+
+    """
+    offset = 0
+    result = []
+    for match in re.finditer(KEY_PART, str(path)):
+        assert match.start() == offset, f"Malformed path: {path!r} in config"
+        offset = match.end()
+        part = next((g for g in match.groups() if g is not None))
+        result.append(int(part) if part.isdigit() else part)
+        if offset == len(path):
+            break
+    return tuple(result)
+
    +
    +
    + +
    + +
    + + +

    + flatten_sections(root) + +

    + + +
    + +

    Flatten a nested dict of dicts into a "flat" dict of dict.

    + + + + + + + + + + + + + + + +
    PARAMETERDESCRIPTION
    root +
    +

    The root dict to flatten

    +
    +

    + + TYPE: + Dict[str, Any] + +

    +
    + + + + + + + + + + + + + + + +
    RETURNSDESCRIPTION
    + + Dict[str, Dict[str, Any]] + + +
    + +
    +
    + +
    + Source code in confit/utils/collections.py + 
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    def flatten_sections(root: Dict[str, Any]) -> Dict[str, Any]:
+    """
+    Flatten a nested dict of dicts into a "flat" dict of dict.
+
+    Parameters
+    ----------
+    root: Dict[str, Any]
+        The root dict to flatten
+
+    Returns
+    -------
+    Dict[str, Dict[str, Any]]
+    """
+    res = collections.defaultdict(lambda: {})
+
+    def rec(d, path):
+        res.setdefault(join_path(path), {})
+        section = {}
+        for k, v in d.items():
+            if isinstance(v, dict):
+                rec(v, (*path, k))
+            else:
+                section[k] = v
+        res[join_path(path)].update(section)
+
+    rec(root, ())
+    root_level = res.pop("", None)
+    if root_level is not None and len(root_level) > 0:
+        raise Exception("Cannot dump root level config", root_level)
+    return dict(res)
+
    +
    +
    + +
    + + + +
    + +
    + +
    + + + + + + +
    +
    + + +
    + +
    + + + +
    +
    +
    +
    + + + + + + + + + + + + + + + + + + \ No newline at end of file diff --git a/main/en/reference/utils/eval/index.html b/main/en/reference/utils/eval/index.html new file mode 100644 index 0000000..c02c845 --- /dev/null +++ b/main/en/reference/utils/eval/index.html @@ -0,0 +1,872 @@ + + + + + + + + + + + + + + + + confit.utils.eval - Confit + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
    + +
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    + + + +
    +
    +
    + + + +
    +
    +
    + + + +
    +
    + + + + + + + + + +

    confit.utils.eval

    + + +
    + + + + +
    + + + +
    + + + + + + + + +
    + + + +

    + Transformer + + +

    + + +
    +

    + Bases: NodeTransformer

    + + +

    An ast NodeTransformer that only allows a subset of the Python AST.

    + +
    + Source code in confit/utils/eval.py + 
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    class Transformer(ast.NodeTransformer):
+    """
+    An ast NodeTransformer that only allows a subset of the Python AST.
+    """
+
+    ALLOWED_NODE_TYPES = {
+        "Expression",
+        "Attribute",
+        "Slice",
+        "Subscript",
+        "Index",
+        "Constant",
+        "Tuple",
+        "Name",
+        "Load",
+        "Str",
+        "BinOp",
+        "Num",
+        "List",
+        "Dict",
+        "Set",
+        "Add",
+        "Sub",
+        "Mult",
+        "Div",
+        "FloorDiv",
+        "Mod",
+        "Pow",
+        "LShift",
+        "RShift",
+        "BitOr",
+        "BitXor",
+        "BitAnd",
+        "MatMult",
+        "And",
+        "Or",
+        "Compare",
+        "Eq",
+        "NotEq",
+        "Lt",
+        "LtE",
+        "Gt",
+        "GtE",
+        "Is",
+        "IsNot",
+        "In",
+        "NotIn",
+        "Starred",
+        "IfExp",
+    }
+
+    def generic_visit(self, node):
+        """
+        Checks that the node type is allowed.
+        """
+        nodetype = type(node).__name__
+        if nodetype not in self.ALLOWED_NODE_TYPES:
+            raise RuntimeError(f"Invalid expression: {nodetype} not allowed !")
+
+        return ast.NodeTransformer.generic_visit(self, node)
+
    +
    + + + +
    + + + + + + + + + +
    + + +

    + generic_visit(node) + +

    + + +
    + +

    Checks that the node type is allowed.

    + +
    + Source code in confit/utils/eval.py + 
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    def generic_visit(self, node):
+    """
+    Checks that the node type is allowed.
+    """
+    nodetype = type(node).__name__
+    if nodetype not in self.ALLOWED_NODE_TYPES:
+        raise RuntimeError(f"Invalid expression: {nodetype} not allowed !")
+
+    return ast.NodeTransformer.generic_visit(self, node)
+
    +
    +
    + +
    + + + +
    + +
    + +
    + + +
    + + +

    + safe_eval(source, locals_dict=None) + +

    + + +
    + +

    Evaluate a Python string expression in a safe way. +For instance, imports, function calls and builtins are disabled.

    + + + + + + + + + + + + + + + + + + + +
    PARAMETERDESCRIPTION
    source +
    +

    The expression to evaluate

    +
    +

    + + TYPE: + str + +

    +
    locals_dict +
    +

    The local variables to use in the evaluation

    +
    +

    + + TYPE: + Optional[Dict[str, Any]] + + + DEFAULT: + None + +

    +
    + + + + + + + + + + + + + + + +
    RETURNSDESCRIPTION
    + + Any + + +
    +

    The result of the evaluation

    +
    +
    + +
    + Source code in confit/utils/eval.py + 
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    def safe_eval(source: str, locals_dict: Optional[Dict[str, Any]] = None):
+    """
+    Evaluate a Python string expression in a safe way.
+    For instance, imports, function calls and builtins are disabled.
+
+
+    Parameters
+    ----------
+    source: str
+        The expression to evaluate
+    locals_dict: Optional[Dict[str, Any]]
+        The local variables to use in the evaluation
+
+    Returns
+    -------
+    Any
+        The result of the evaluation
+    """
+    tree = ast.parse(source, mode="eval")
+
+    transformer.visit(tree)
+    clause = compile(tree, "<AST>", "eval")
+    result = eval(clause, {"__builtins__": {}}, locals_dict)
+
+    return result
+
    +
    +
    + +
    + + + +
    + +
    + +
    + + + + + + +
    +
    + + +
    + +
    + + + +
    +
    +
    +
    + + + + + + + + + + + + + + + + + + \ No newline at end of file diff --git a/main/en/reference/utils/index.html b/main/en/reference/utils/index.html new file mode 100644 index 0000000..e9c3bff --- /dev/null +++ b/main/en/reference/utils/index.html @@ -0,0 +1,498 @@ + + + + + + + + + + + + + + + + confit.utils - Confit + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
    + +
    + + + + + + +
    + + +
    + +
    + + + + + + +
    +
    + + + +
    +
    +
    + + + + +
    +
    +
    + + + +
    +
    +
    + + + +
    +
    +
    + + + +
    +
    + + + + + + + + + +

    confit.utils

    + + +
    + + + + +
    + + + +
    + + + + + + + + + + + +
    + +
    + +
    + + + + + + +
    +
    + + +
    + +
    + + + +
    +
    +
    +
    + + + + + + + + + + + + + + + + + + \ No newline at end of file diff --git a/main/en/reference/utils/random/index.html b/main/en/reference/utils/random/index.html new file mode 100644 index 0000000..7c75716 --- /dev/null +++ b/main/en/reference/utils/random/index.html @@ -0,0 +1,1024 @@ + + + + + + + + + + + + + + + + confit.utils.random - Confit + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
    + +
    + + + + + + +
    + + +
    + +
    + + + + + + +
    +
    + + + +
    +
    +
    + + + + +
    +
    +
    + + + +
    +
    +
    + + + +
    +
    +
    + + + +
    +
    + + + + + + + + + +

    confit.utils.random

    + + +
    + + + + +
    + + + +
    + + + + + + + + +
    + + + +

    + set_seed + + +

    + + +
    + + +
    + Source code in confit/utils/random.py + 
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    class set_seed:
+    def __init__(self, seed, cuda: Optional[bool] = None):
+        """
+        Set seed values for random generators.
+        If used as a context, restore the random state
+        used before entering the context.
+
+        Parameters
+        ----------
+        seed: int
+            Value used as a seed.
+        cuda: bool
+            Saves the cuda random states too
+        """
+        # if seed is True:
+        #     seed = random.randint(1, 2**16)
+        seed = random.randint(1, 2**16) if seed is True else seed
+        self.state = get_random_generator_state(cuda)
+        if seed is not None:
+            random.seed(seed)
+            try:
+                import torch
+
+                torch.manual_seed(seed)
+                if cuda or (
+                    cuda is None and torch.cuda.is_available()
+                ):  # pragma: no cover
+                    torch.cuda.manual_seed(seed)
+                    torch.cuda.manual_seed_all(seed)
+            except ImportError:  # pragma: no cover
+                pass
+            try:
+                import numpy
+
+                numpy.random.seed(seed)
+            except ImportError:  # pragma: no cover
+                pass
+
+    def __enter__(self):
+        return self
+
+    def __exit__(self, exc_type, exc_val, exc_tb):
+        set_random_generator_state(self.state)
+
    +
    + + + +
    + + + + + + + + + +
    + + +

    + __init__(seed, cuda=None) + +

    + + +
    + +

    Set seed values for random generators. +If used as a context, restore the random state +used before entering the context.

    + + + + + + + + + + + + + + + + + + + +
    PARAMETERDESCRIPTION
    seed +
    +

    Value used as a seed.

    +
    +

    +

    +
    cuda +
    +

    Saves the cuda random states too

    +
    +

    + + TYPE: + Optional[bool] + + + DEFAULT: + None + +

    +
    + +
    + Source code in confit/utils/random.py + 
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    def __init__(self, seed, cuda: Optional[bool] = None):
+    """
+    Set seed values for random generators.
+    If used as a context, restore the random state
+    used before entering the context.
+
+    Parameters
+    ----------
+    seed: int
+        Value used as a seed.
+    cuda: bool
+        Saves the cuda random states too
+    """
+    # if seed is True:
+    #     seed = random.randint(1, 2**16)
+    seed = random.randint(1, 2**16) if seed is True else seed
+    self.state = get_random_generator_state(cuda)
+    if seed is not None:
+        random.seed(seed)
+        try:
+            import torch
+
+            torch.manual_seed(seed)
+            if cuda or (
+                cuda is None and torch.cuda.is_available()
+            ):  # pragma: no cover
+                torch.cuda.manual_seed(seed)
+                torch.cuda.manual_seed_all(seed)
+        except ImportError:  # pragma: no cover
+            pass
+        try:
+            import numpy
+
+            numpy.random.seed(seed)
+        except ImportError:  # pragma: no cover
+            pass
+
    +
    +
    + +
    + + + +
    + +
    + +
    + + +
    + + +

    + get_random_generator_state(cuda=None) + +

    + + +
    + +

    Get the torch, numpy and random random generator state.

    + + + + + + + + + + + + + + + +
    PARAMETERDESCRIPTION
    cuda +
    +

    Saves the cuda random states too

    +
    +

    + + DEFAULT: + None + +

    +
    + + + + + + + + + + + + + + + +
    RETURNSDESCRIPTION
    + + RandomGeneratorState + + +
    + +
    +
    + +
    + Source code in confit/utils/random.py + 
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    def get_random_generator_state(cuda=None):
+    """
+    Get the `torch`, `numpy` and `random` random generator state.
+    Parameters
+    ----------
+    cuda: bool
+        Saves the cuda random states too
+
+    Returns
+    -------
+    RandomGeneratorState
+    """
+    torch_state = torch_cuda_state = numpy_state = None
+    random_state = random.getstate()
+    try:
+        import torch
+
+        torch_state = torch.random.get_rng_state()
+        if cuda or (cuda is None and torch.cuda.is_available()):  # pragma: no cover
+            torch_cuda_state = torch.cuda.get_rng_state_all()
+
+    except ImportError:  # pragma: no cover
+        pass
+    try:
+        import numpy
+
+        numpy_state = numpy.random.get_state()
+    except ImportError:  # pragma: no cover
+        pass
+    return RandomGeneratorState(
+        random_state,
+        torch_state,
+        numpy_state,
+        torch_cuda_state,
+    )
+
    +
    +
    + +
    + +
    + + +

    + set_random_generator_state(state) + +

    + + +
    + +

    Set the torch, numpy and random random generator state.

    + + + + + + + + + + + + + + + +
    PARAMETERDESCRIPTION
    state +
    + +
    +

    +

    +
    + +
    + Source code in confit/utils/random.py + 
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    def set_random_generator_state(state):
+    """
+    Set the `torch`, `numpy` and `random` random generator state.
+    Parameters
+    ----------
+    state: RandomGeneratorState
+    """
+    random.setstate(state.random)
+    if state.torch is not None:
+        import torch
+
+        torch.random.set_rng_state(state.torch)
+        if (
+            state.torch_cuda is not None
+            and torch.cuda.is_available()
+            and len(state.torch_cuda) == torch.cuda.device_count()
+        ):  # pragma: no cover
+            torch.cuda.set_rng_state_all(state.torch_cuda)
+    if state.numpy is not None:
+        import numpy
+
+        numpy.random.set_state(state.numpy)
+
    +
    +
    + +
    + + + +
    + +
    + +
    + + + + + + +
    +
    + + +
    + +
    + + + +
    +
    +
    +
    + + + + + + + + + + + + + + + + + + \ No newline at end of file diff --git a/main/en/reference/utils/settings/index.html b/main/en/reference/utils/settings/index.html new file mode 100644 index 0000000..ede7da1 --- /dev/null +++ b/main/en/reference/utils/settings/index.html @@ -0,0 +1,498 @@ + + + + + + + + + + + + + + + + confit.utils.settings - Confit + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
    + +
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    + + + +
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    + + + + + + + + + +

    confit.utils.settings

    + + +
    + + + + +
    + + + +
    + + + + + + + + + + + +
    + +
    + +
    + + + + + + +
    +
    + + +
    + +
    + + + +
    +
    +
    +
    + + + + + + + + + + + + + + + + + + \ No newline at end of file diff --git a/main/en/reference/utils/xjson/index.html b/main/en/reference/utils/xjson/index.html new file mode 100644 index 0000000..4444dbc --- /dev/null +++ b/main/en/reference/utils/xjson/index.html @@ -0,0 +1,1488 @@ + + + + + + + + + + + + + + + + confit.utils.xjson - Confit + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
    + +
    + + + + + + +
    + + +
    + +
    + + + + + + +
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    + + + +
    +
    +
    + + + + +
    +
    +
    + + + +
    +
    +
    + + + +
    +
    +
    + + + +
    +
    + + + + + + + + + +

    confit.utils.xjson

    + + +
    + + + + +
    + + + +
    + + + + + + + + +
    + + + +

    + Reference + + +

    + + +
    + + +

    A path reference to a value in the configuration.

    + +
    + Source code in confit/utils/xjson.py + 
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+ 8
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    class Reference:
+    """
+    A path reference to a value in the configuration.
+    """
+
+    def __init__(self, value: str):
+        """
+        Parameters
+        ----------
+        value: str
+            The path to the value in the configuration.
+        """
+        self.value = value
+
+    def __repr__(self):
+        return f"${{{self.value}}}"
+
+    def __str__(self):
+        return self.__repr__()
+
+    def __eq__(self, other):
+        return self.value == other.value
+
    +
    + + + +
    + + + + + + + + + +
    + + +

    + __init__(value) + +

    + + +
    + + + + + + + + + + + + + + + + +
    PARAMETERDESCRIPTION
    value +
    +

    The path to the value in the configuration.

    +
    +

    + + TYPE: + str + +

    +
    + +
    + Source code in confit/utils/xjson.py + 
    12
+13
+14
+15
+16
+17
+18
+19
    def __init__(self, value: str):
+    """
+    Parameters
+    ----------
+    value: str
+        The path to the value in the configuration.
+    """
+    self.value = value
+
    +
    +
    + +
    + + + +
    + +
    + +
    + +
    + + + +

    + XJsonTransformer + + +

    + + +
    +

    + Bases: Transformer

    + + +

    A Lark transformer to parse extended JSON.

    + +
    + Source code in confit/utils/xjson.py + 
     81
+ 82
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    class XJsonTransformer(Transformer):
+    """
+    A Lark transformer to parse extended JSON.
+    """
+
+    def __init__(self, input_string: str):
+        """
+        Parameters
+        ----------
+        input_string: str
+            The input string to parse.
+        """
+        super().__init__()
+        self.input_string = input_string
+
+    def string(self, s):
+        """Parse string"""
+        (s,) = s
+        return ast.literal_eval(s)
+
+    def float(self, n):
+        """Parse number"""
+        (n,) = n
+        return float(n)
+
+    def int(self, n):
+        """Parse number"""
+        (n,) = n
+        return int(n)
+
+    def reference(self, tree: Tree):
+        """Parse reference"""
+        meta = tree[0].meta
+        return Reference(self.input_string[meta.start_pos : meta.end_pos])
+
+    list = list
+    tuple = tuple
+    pair = tuple
+    dict = dict
+
+    def null(self, _):
+        """Parse null"""
+        return None
+
+    def true(self, _):
+        """Parse true"""
+        return True
+
+    def false(self, _):
+        """Parse false"""
+        return False
+
+    def plus_inf(self, _):
+        """Parse infinity"""
+        return float("inf")
+
+    def minus_inf(self, _):
+        """Parse -infinity"""
+        return -float("inf")
+
+    def nan(self, _):
+        """Parse nan"""
+        return float("nan")
+
    +
    + + + +
    + + + + + + + + + +
    + + +

    + __init__(input_string) + +

    + + +
    + + + + + + + + + + + + + + + + +
    PARAMETERDESCRIPTION
    input_string +
    +

    The input string to parse.

    +
    +

    + + TYPE: + str + +

    +
    + +
    + Source code in confit/utils/xjson.py + 
    86
+87
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    def __init__(self, input_string: str):
+    """
+    Parameters
+    ----------
+    input_string: str
+        The input string to parse.
+    """
+    super().__init__()
+    self.input_string = input_string
+
    +
    +
    + +
    + +
    + + +

    + string(s) + +

    + + +
    + +

    Parse string

    + +
    + Source code in confit/utils/xjson.py + 
    96
+97
+98
+99
    def string(self, s):
+    """Parse string"""
+    (s,) = s
+    return ast.literal_eval(s)
+
    +
    +
    + +
    + +
    + + +

    + float(n) + +

    + + +
    + +

    Parse number

    + +
    + Source code in confit/utils/xjson.py + 
    101
+102
+103
+104
    def float(self, n):
+    """Parse number"""
+    (n,) = n
+    return float(n)
+
    +
    +
    + +
    + +
    + + +

    + int(n) + +

    + + +
    + +

    Parse number

    + +
    + Source code in confit/utils/xjson.py + 
    106
+107
+108
+109
    def int(self, n):
+    """Parse number"""
+    (n,) = n
+    return int(n)
+
    +
    +
    + +
    + +
    + + +

    + reference(tree) + +

    + + +
    + +

    Parse reference

    + +
    + Source code in confit/utils/xjson.py + 
    111
+112
+113
+114
    def reference(self, tree: Tree):
+    """Parse reference"""
+    meta = tree[0].meta
+    return Reference(self.input_string[meta.start_pos : meta.end_pos])
+
    +
    +
    + +
    + +
    + + +

    + null(_) + +

    + + +
    + +

    Parse null

    + +
    + Source code in confit/utils/xjson.py + 
    121
+122
+123
    def null(self, _):
+    """Parse null"""
+    return None
+
    +
    +
    + +
    + +
    + + +

    + true(_) + +

    + + +
    + +

    Parse true

    + +
    + Source code in confit/utils/xjson.py + 
    125
+126
+127
    def true(self, _):
+    """Parse true"""
+    return True
+
    +
    +
    + +
    + +
    + + +

    + false(_) + +

    + + +
    + +

    Parse false

    + +
    + Source code in confit/utils/xjson.py + 
    129
+130
+131
    def false(self, _):
+    """Parse false"""
+    return False
+
    +
    +
    + +
    + +
    + + +

    + plus_inf(_) + +

    + + +
    + +

    Parse infinity

    + +
    + Source code in confit/utils/xjson.py + 
    133
+134
+135
    def plus_inf(self, _):
+    """Parse infinity"""
+    return float("inf")
+
    +
    +
    + +
    + +
    + + +

    + minus_inf(_) + +

    + + +
    + +

    Parse -infinity

    + +
    + Source code in confit/utils/xjson.py + 
    137
+138
+139
    def minus_inf(self, _):
+    """Parse -infinity"""
+    return -float("inf")
+
    +
    +
    + +
    + +
    + + +

    + nan(_) + +

    + + +
    + +

    Parse nan

    + +
    + Source code in confit/utils/xjson.py + 
    141
+142
+143
    def nan(self, _):
+    """Parse nan"""
+    return float("nan")
+
    +
    +
    + +
    + + + +
    + +
    + +
    + + +
    + + +

    + loads(s) + +

    + + +
    + +

    Load an extended JSON string into a python object. +Takes care of detecting references and tuples

    + + + + + + + + + + + + + + + +
    PARAMETERDESCRIPTION
    s +
    + +
    +

    + + TYPE: + str + +

    +
    + + + + + + + + + + + + + + + +
    RETURNSDESCRIPTION
    + + Any + + +
    + +
    +
    + +
    + Source code in confit/utils/xjson.py + 
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    def loads(s: str):
+    """
+    Load an extended JSON string into a python object.
+    Takes care of detecting references and tuples
+
+    Parameters
+    ----------
+    s: str
+
+    Returns
+    -------
+    Any
+    """
+    try:
+        return XJsonTransformer(s).transform(_json_parser.parse(s))
+    except Exception:
+        # Fail if we suspect that it is a malformed object
+        # (e.g. has ', ", {, }, [, ] in it)
+        if set(s) & set(",'\"{}[]$"):
+            raise MalformedValueError(s)
+        return s
+
    +
    +
    + +
    + +
    + + +

    + dumps(o) + +

    + + +
    + +

    Dump a python object into an extended JSON string. +Takes care of serializing references and tuples

    + + + + + + + + + + + + + + + +
    PARAMETERDESCRIPTION
    o +
    + +
    +

    + + TYPE: + Any + +

    +
    + + + + + + + + + + + + + + + +
    RETURNSDESCRIPTION
    + + str + + +
    + +
    +
    + +
    + Source code in confit/utils/xjson.py + 
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    def dumps(o: Any):
+    """
+    Dump a python object into an extended JSON string.
+    Takes care of serializing references and tuples
+
+    Parameters
+    ----------
+    o: Any
+
+    Returns
+    -------
+    str
+    """
+    res = "".join(_make_iterencode()(o))
+    return res
+
    +
    +
    + +
    + + + +
    + +
    + +
    + + + + + + +
    +
    + + +
    + +
    + + + +
    +
    +
    +
    + + + + + + + + + + + + + + + + + + \ No newline at end of file diff --git a/main/en/references.bib b/main/en/references.bib new file mode 100644 index 0000000..e69de29 diff --git a/main/en/roadmap/index.html b/main/en/roadmap/index.html new file mode 100644 index 0000000..ed9e0f1 --- /dev/null +++ b/main/en/roadmap/index.html @@ -0,0 +1,506 @@ + + + + + + + + + + + + + + + + Roadmap - Confit + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
    + +
    + + + + + + +
    + + +
    + +
    + + + + + + +
    +
    + + + +
    +
    +
    + + + + +
    +
    +
    + + + +
    +
    +
    + + + +
    +
    +
    + + + +
    +
    + + + + + + + + + +

    Roadmap

    +
      +
    • better pydantic <-> typer errors
      • +
    • tutorials
      • +
    • find edge cases ...
      • +
    + + + + + + +
    +
    + + +
    + +
    + + + +
    +
    +
    +
    + + + + + + + + + + + + + + + + + + \ No newline at end of file diff --git a/main/en/scripts/__pycache__/plugin.cpython-39.pyc b/main/en/scripts/__pycache__/plugin.cpython-39.pyc new file mode 100644 index 0000000..c4fcc51 Binary files /dev/null and b/main/en/scripts/__pycache__/plugin.cpython-39.pyc differ diff --git a/main/en/scripts/plugin.py b/main/en/scripts/plugin.py new file mode 100644 index 0000000..d60e51a --- /dev/null +++ b/main/en/scripts/plugin.py @@ -0,0 +1,86 @@ +import os +import shutil +from pathlib import Path + +import mkdocs + +# Add the files from the project root + +files = [ + "changelog.md", + "contributing.md", + "roadmap.md", +] + +docs_gen = Path("docs") +os.makedirs(docs_gen, exist_ok=True) + +for f in files: + with open(docs_gen / Path(f), "w") as fd: + fd.write(Path(f).read_text()) + +# Generate the code reference pages and navigation. +doc_reference = Path("docs/reference") +shutil.rmtree(doc_reference, ignore_errors=True) +os.makedirs(doc_reference, exist_ok=True) + +for path in sorted(Path("confit").rglob("*.py")): + module_path = path.relative_to(".").with_suffix("") + doc_path = path.relative_to("confit").with_suffix(".md") + full_doc_path = doc_reference / doc_path + + parts = list(module_path.parts) + + if parts[-1] == "__init__": + parts = parts[:-1] + doc_path = doc_path.with_name("index.md") + full_doc_path = full_doc_path.with_name("index.md") + elif parts[-1] == "__main__": + continue + + ident = ".".join(parts) + + os.makedirs(full_doc_path.parent, exist_ok=True) + with open(full_doc_path, "w") as fd: + print(f"# `{ident}`\n", file=fd) + print("::: " + ident, file=fd) + + +def on_files(files: mkdocs.structure.files.Files, config: mkdocs.config.Config) -> None: + """ + Updates the navigation to take code reference files into account + """ + reference_files = [] + for file in files: + if file.src_path.startswith("reference/"): + current = reference_files + parts = ["confit"] + file.src_path.replace(".md", "").split("/")[1:] + for part in parts[:-1]: + entry = next( + ( + next(iter(entry.values())) + for entry in current + if next(iter(entry.keys())) == part + ), + None, + ) + if entry is None: + entry = [] + current.append({part: entry}) + current = entry + else: + current = entry + current.append({parts[-1]: file.src_path}) + + def rec(tree): + if isinstance(tree, str) and tree.strip("/") == "reference": + return reference_files + elif isinstance(tree, list): + return [rec(item) for item in tree] + elif isinstance(tree, dict): + return {k: rec(item) for k, item in tree.items()} + else: + return tree + + new_nav = rec(config["nav"]) + config["nav"] = new_nav diff --git a/main/fr/alternatives/index.html b/main/fr/alternatives/index.html new file mode 100644 index 0000000..89319da --- /dev/null +++ b/main/fr/alternatives/index.html @@ -0,0 +1,887 @@ + + + + + + + + + + + + + + + + Alternatives & Comparaison - Confit + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
    + +
    + + + + + + +
    + + +
    + +
    + + + + + + +
    +
    + + + +
    +
    +
    + + + + +
    +
    +
    + + + +
    +
    +
    + + + +
    +
    +
    + + + +
    +
    + + + + + + + + + +

    Alternatives & Comparaison

    +

    Dans cette section, nous explorons ce qui a inspiré Confit et les différences notables avec d'autres packages Python.

    +

    Confection

    +

    Confection (issu de la librairie Thinc) est un autre framework de configuration dont Confit s'inspire largement. Confit et Confection permettent tous deux le chargement et l'exportation des données de configuration à partir de/vers des chaînes de caractères ou des fichiers de configuration, ainsi que interpolation sur des types basiques et l'instanciation de classes personnalisées à partir d'un registre.

    +

    Cependant, Confit va plus loin en permettant l'évaluation d'expressions arbitraires, l'interpolation post-résolution et des fonctionnalités d'exportation telles que la sauvegarde dans des chaînes de caractères ou des fichiers de configuration, la sérialisation d'objets de type JSON, les classes personnalisées et la sérialisation de références.

    +

    Confit offre également une API pour définir des interfaces en ligne de commande en passant soit un fichier de configuration en argument, soit en passant des arguments (ou des substitutions), tout en bénéficiant de la validation des arguments et du transtypage.

    +

    Gin-config

    +

    Gin Config est un système de configuration flexible conçu pour la recherche en apprentissage automatique. Comme Confit et Confection, gin-config permet l'interpolation sur des types basiques et l'instanciation de classes personnalisées et offre un support pour les interfaces en ligne de commande. Cependant, il ne fournit pas de fonctionnalités d'exportation d'objets de configuration comme le fait Confit ou de validation des paramètres.

    +

    Typer

    +

    Typer est une bibliothèque pour définir facilement interfaces en ligne de commande (CLI). Bien que Typer offre une excellent prise en charge pour les CLI et une validation basique des arguments, il ne dispose pas de fonctionnalités liées aux fichiers de configuration telles que le chargement, l'exportation ou la validation des paramètres comme le fait Confit. Confit s'appuie sur Typer pour ses fonctionnalités CLI mais prend également en charge les arguments de fichiers de configuration et l'instanciation de classes à partir d'un registre, qui ne sont pas disponibles dans Typer.

    +

    Cependant, si votre objectif principal est de construire une interface en ligne de commande robuste, Typer est une solide alternative.

    +

    Pydantic-CLI

    +

    Pydantic-CLI est une autre bibliothèque CLI qui combine Pydantic et argparse pour créer des interfaces de ligne de commande. Pydantic-CLI fournit un support CLI et une validation des arguments, similaire à Typer. Cependant, elle n'a pas de fonctionnalités liées aux fichiers de configuration comme Confit, et ne permet pas non plus d'instancier des classes personnalisées.

    +

    Tableau de comparaison

    +

    Chargement

    + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
    FonctionnalitéConfitConfectionGinTyperPydantic-cli
    Chargement à partir du fichier str/config✅✅🚫🚫🚫
    Interpolation basique✅✅✅NANA
    Évaluation d'expressions arbitraires✅🚫🚫NANA
    Interpolation post-résolution✅🚫🚫NANA
    Instanciation de classe personnalisée✅✅✅NANA
    +

    Export

    + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
    FonctionnalitéConfitConfectionGinTyperPydantic-cli
    Export vers string / fichier cfg✅✅🚫🚫🚫
    Sérialisation d'objets de type JSON✅✅NANANA
    Sérialisation des classes personnalisées✅🚫NANANA
    Sérialisation des références✅🚫NANANA
    +

    Interface en ligne de commande (CLI)

    + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
    FonctionnalitéConfitConfectionGinTyperPydantic-cli
    Utilisation en CLI✅🚫✅✅✅
    Options courtes en CLI🚫NA🚫✅🚫
    Validation des arguments✅NA🚫✅✅
    Option de fichier de configuration✅NA✅🚫🚫
    +

    Validation des paramètres

    + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
    FonctionnalitéConfitConfectionGinTyperPydantic-cli
    Support de la validation des paramètres✅✅🚫✅✅
    Casting automatique✅✅NA✅✅
    Depuis un appel fonction/classe Python✅🚫NA🚫🚫
    + + + + + + +
    +
    + + +
    + +
    + + + +
    +
    +
    +
    + + + + + + + + + + + + + + + + + + \ No newline at end of file diff --git a/main/fr/assets/logo/aphp-blue.svg b/main/fr/assets/logo/aphp-blue.svg new file mode 100644 index 0000000..581865c --- /dev/null +++ b/main/fr/assets/logo/aphp-blue.svg @@ -0,0 +1,78 @@ + + + +image/svg+xml diff --git a/main/fr/assets/logo/aphp-white.svg b/main/fr/assets/logo/aphp-white.svg new file mode 100644 index 0000000..023b3a1 --- /dev/null +++ b/main/fr/assets/logo/aphp-white.svg @@ -0,0 +1,78 @@ + + + +image/svg+xml diff --git a/main/fr/assets/logo/logo.png b/main/fr/assets/logo/logo.png new file mode 100644 index 0000000..025c1fe Binary files /dev/null and b/main/fr/assets/logo/logo.png differ diff --git a/main/fr/assets/stylesheets/extra.css b/main/fr/assets/stylesheets/extra.css new file mode 100644 index 0000000..c7f3049 --- /dev/null +++ b/main/fr/assets/stylesheets/extra.css @@ -0,0 +1,146 @@ +[data-md-color-scheme="default"] { + --md-primary-fg-color: #006bb6; + --md-primary-fg-color--light: #006bb6; + --md-accent-fg-color: #006bb6; + --md-accent-fg-color--light: #006bb6; +} + +[data-md-color-scheme="slate"] { + --md-primary-fg-color: #006bb6; + --md-primary-fg-color--dark: #006bb6; + --md-accent-fg-color: #006bb6; + --md-accent-fg-color--light: #006bb6; +} + +:root { + --md-admonition-icon--aphp: url('data:image/svg+xml;charset=utf-8,'); +} + + +.md-typeset .admonition.aphp, +.md-typeset details.aphp { + border-color: rgb(0, 107, 182); +} + +.md-typeset .aphp > .admonition-title, +.md-typeset .aphp > summary { + background-color: rgba(0, 107, 182, 0.1); + border-color: rgb(0, 107, 182); +} + +.md-typeset .aphp > .admonition-title::before, +.md-typeset .aphp > summary::before { + background-color: rgb(0, 107, 182); + -webkit-mask-image: var(--md-admonition-icon--aphp); + mask-image: var(--md-admonition-icon--aphp); +} + + + +:root { + --md-code-font: Consolas, Roboto Mono, Roboto; + --md-code-bg-color: rgba(175, 184, 193, .2); + + --md-typeset-color: #24292e; +} + + +:root,[data-md-color-scheme=default] { + --md-main-bg: #eef4f8; +} + +:root,[data-md-color-scheme=slate] { + --md-main-bg: hsl(232deg 15% 25%);; +} + +html { +} + +body, input { + font-family: brandongrotesque, Roboto, Tahoma, sans-serif; + font-family: Tahoma, Roboto; + font-family: -apple-system, BlinkMacSystemFont, "Segoe UI", Roboto, Oxygen, Ubuntu, Cantarell, "Fira Sans", "Droid Sans", "Helvetica Neue", Arial, sans-serif, "Apple Color Emoji", "Segoe UI Emoji", "Segoe UI Symbol";; + font-weight: 400; + font-feature-settings: normal; +} + +.md-typeset h1, .md-typeset h2, .md-typeset h3, .md-typeset h4, .md-typeset h5, .md-typeset h6 { + word-wrap: normal; + color: var(--md-typeset-color); + font-weight: 600; + scroll-margin-top: 1.25rem; + letter-spacing: 0; +} + +.md-typeset h1 { + border-bottom: 1px solid #d8dee4; +} + +.md-nav { + font-size: 0.8rem; +} + +.md-typeset code { + font-size: 1em; +} + +.md-typeset pre>code, .termy > [data-termynal], .highlighttable .linenos { + font-size: .75rem; +} + +.termy > [data-termynal] { + font-size: 0.8rem; + font-family: var(--md-code-font); + padding: 45px 45px 25px; +} + +.termy > [data-termynal] { + +} + +.md-typeset :is(.admonition,details) { + font-size: inherit !important; +} + +.highlight span.filename, .quote > summary { + font-size: 0.85em; + padding-top: 0.3em; + padding-bottom: 0.3em; +} + +.md-typeset pre>code, .highlight span.filename { + border-top-left-radius: 5px; + border-top-right-radius: 5px; +} + +.md-typeset pre>code { + border-bottom-left-radius: 5px; + border-bottom-right-radius: 5px; +} + +.md-main__inner { + margin-top: 0rem; +} + +@media screen and (min-width: 76.1875em) { + .md-sidebar { + margin-top: 1.5rem; + } +} + +.md-nav__title { + box-shadow: none !important; + background: none !important; +} + +.md-content { + background: var(--md-default-bg-color); +} + +.md-main { + background: var(--md-main-bg); +} + +.md-content__inner { + margin-top: 1.5rem; +} diff --git a/main/fr/assets/termynal/termynal.css b/main/fr/assets/termynal/termynal.css new file mode 100644 index 0000000..50cb944 --- /dev/null +++ b/main/fr/assets/termynal/termynal.css @@ -0,0 +1,125 @@ +/** + * termynal.js + * + * @author Ines Montani + * @version 0.0.1 + * @license MIT + * + * Modified version from https://github.com/tiangolo/typer + */ + + :root { + --color-bg: #252a33; + --color-text: #eee; + --color-text-subtle: #a2a2a2; +} + +[data-termynal] { + width: 750px; + max-width: 100%; + background: var(--color-bg); + color: var(--color-text); + font-size: 18px; + /* font-family: 'Fira Mono', Consolas, Menlo, Monaco, 'Courier New', Courier, monospace; */ + font-family: 'Roboto Mono', 'Fira Mono', Consolas, Menlo, Monaco, 'Courier New', Courier, monospace; + border-radius: 4px; + padding: 75px 45px 35px; + position: relative; + -webkit-box-sizing: border-box; + box-sizing: border-box; +} + +[data-termynal]:before { + content: ''; + position: absolute; + top: 15px; + left: 15px; + display: inline-block; + width: 15px; + height: 15px; + border-radius: 50%; + /* A little hack to display the window buttons in one pseudo element. */ + background: #d9515d; + -webkit-box-shadow: 25px 0 0 #f4c025, 50px 0 0 #3ec930; + box-shadow: 25px 0 0 #f4c025, 50px 0 0 #3ec930; +} + +[data-termynal]:after { + content: 'bash'; + position: absolute; + color: var(--color-text-subtle); + top: 5px; + left: 0; + width: 100%; + text-align: center; +} + +a[data-terminal-control] { + text-align: right; + display: block; + color: #aebbff; +} + +[data-terminal-copy] { + text-align: right; + position: absolute; + top:5px; + right:5px; +} + +[data-terminal-copy].md-clipboard { + color: #aebbff; +} + +:hover>[data-terminal-copy].md-clipboard { + color: #006bb6 + } + +[data-ty] { + display: block; + line-height: 2; +} + +[data-ty]:before { + /* Set up defaults and ensure empty lines are displayed. */ + content: ''; + display: inline-block; + vertical-align: middle; +} + +[data-ty="input"]:before, +[data-ty-prompt]:before { + margin-right: 0.75em; + color: var(--color-text-subtle); +} + +[data-ty="input"]:before { + content: '$'; +} + +[data-ty][data-ty-prompt]:before { + content: attr(data-ty-prompt); +} + +[data-ty-cursor]:after { + content: attr(data-ty-cursor); + font-family: monospace; + margin-left: 0.5em; + -webkit-animation: blink 1s infinite; + animation: blink 1s infinite; +} + + +/* Cursor animation */ + +@-webkit-keyframes blink { + 50% { + opacity: 0; + } +} + +@keyframes blink { + 50% { + opacity: 0; + } +} diff --git a/main/fr/assets/termynal/termynal.js b/main/fr/assets/termynal/termynal.js new file mode 100644 index 0000000..208e2ed --- /dev/null +++ b/main/fr/assets/termynal/termynal.js @@ -0,0 +1,411 @@ +/** + * termynal.js + * A lightweight, modern and extensible animated terminal window, using + * async/await. + * + * @author Ines Montani + * @version 0.0.1 + * @license MIT + * + * Modified version from https://github.com/tiangolo/typer + * + */ + +'use strict'; + +/** Generate a terminal widget. */ +class Termynal { + /** + * Construct the widget's settings. + * @param {(string|Node)=} container - Query selector or container element. + * @param {Object=} options - Custom settings. + * @param {string} options.prefix - Prefix to use for data attributes. + * @param {number} options.startDelay - Delay before animation, in ms. + * @param {number} options.typeDelay - Delay between each typed character, in ms. + * @param {number} options.lineDelay - Delay between each line, in ms. + * @param {number} options.progressLength - Number of characters displayed as progress bar. + * @param {string} options.progressChar – Character to use for progress bar, defaults to █. + * @param {number} options.progressPercent - Max percent of progress. + * @param {string} options.cursor – Character to use for cursor, defaults to ▋. + * @param {Object[]} lineData - Dynamically loaded line data objects. + * @param {boolean} options.noInit - Don't initialise the animation. + */ + constructor(container = '#termynal', options = {}) { + this.container = (typeof container === 'string') ? document.querySelector(container) : container; + this.pfx = `data-${options.prefix || 'ty'}`; + this.originalStartDelay = this.startDelay = options.startDelay + || parseFloat(this.container.getAttribute(`${this.pfx}-startDelay`)) || 600; + this.originalTypeDelay = this.typeDelay = options.typeDelay + || parseFloat(this.container.getAttribute(`${this.pfx}-typeDelay`)) || 90; + this.originalLineDelay = this.lineDelay = options.lineDelay + || parseFloat(this.container.getAttribute(`${this.pfx}-lineDelay`)) || 500; + this.progressLength = options.progressLength + || parseFloat(this.container.getAttribute(`${this.pfx}-progressLength`)) || 20; + this.progressChar = options.progressChar + || this.container.getAttribute(`${this.pfx}-progressChar`) || '█'; + this.progressPercent = options.progressPercent + || parseFloat(this.container.getAttribute(`${this.pfx}-progressPercent`)) || 100; + this.cursor = options.cursor + || this.container.getAttribute(`${this.pfx}-cursor`) || '▋'; + this.lineData = this.lineDataToElements(options.lineData || []); + this.loadLines() + if (!options.noInit) this.init() + } + + loadLines() { + // Load all the lines and create the container so that the size is fixed + // Otherwise it would be changing and the user viewport would be constantly + // moving as she/he scrolls + const finish = this.generateFinish() + finish.style.visibility = 'hidden' + this.container.appendChild(finish) + // Appends dynamically loaded lines to existing line elements. + this.lines = [...this.container.querySelectorAll(`[${this.pfx}]`)].concat(this.lineData); + for (let line of this.lines) { + line.style.visibility = 'hidden' + this.container.appendChild(line) + } + const restart = this.generateRestart() + restart.style.visibility = 'hidden' + this.container.appendChild(restart) + this.container.setAttribute('data-termynal', ''); + } + + /** + * Initialise the widget, get lines, clear container and start animation. + */ + init() { + /** + * Calculates width and height of Termynal container. + * If container is empty and lines are dynamically loaded, defaults to browser `auto` or CSS. + */ + const containerStyle = getComputedStyle(this.container); + this.container.style.width = containerStyle.width !== '0px' ? + containerStyle.width : undefined; + this.container.style.minHeight = containerStyle.height !== '0px' ? + containerStyle.height : undefined; + + this.container.setAttribute('data-termynal', ''); + this.container.innerHTML = ''; + for (let line of this.lines) { + line.style.visibility = 'visible' + } + this.start(); + } + + /** + * Start the animation and rener the lines depending on their data attributes. + */ + async start() { + this.addCopy() + this.addFinish() + await this._wait(this.startDelay); + + for (let line of this.lines) { + const type = line.getAttribute(this.pfx); + const delay = line.getAttribute(`${this.pfx}-delay`) || this.lineDelay; + + if (type == 'input') { + line.setAttribute(`${this.pfx}-cursor`, this.cursor); + await this.type(line); + await this._wait(delay); + } + + else if (type == 'progress') { + await this.progress(line); + await this._wait(delay); + } + + else { + this.container.appendChild(line); + await this._wait(delay); + } + + line.removeAttribute(`${this.pfx}-cursor`); + } + this.addRestart() + this.finishElement.style.visibility = 'hidden' + this.lineDelay = this.originalLineDelay + this.typeDelay = this.originalTypeDelay + this.startDelay = this.originalStartDelay + } + + generateRestart() { + const restart = document.createElement('a') + restart.onclick = (e) => { + e.preventDefault() + this.container.innerHTML = '' + this.init() + } + restart.setAttribute('data-terminal-control', '') + restart.innerHTML = "restart ↻" + return restart + } + + generateCopy() { + let copy = document.createElement('button') + copy.classList.add("md-clipboard") + copy.classList.add("md-icon") + copy.onclick = (e) => { + var command = '' + for (let line of this.lines) { + if (line.getAttribute("data-ty") == 'input') { + command = command + line.innerHTML + '\n' + } + } + navigator.clipboard.writeText(command) + } + copy.setAttribute('data-terminal-copy', '') + return copy + } + + generateFinish() { + const finish = document.createElement('a') + finish.onclick = (e) => { + e.preventDefault() + this.lineDelay = 0 + this.typeDelay = 0 + this.startDelay = 0 + } + finish.setAttribute('data-terminal-control', '') + finish.innerHTML = "fast →" + this.finishElement = finish + return finish + } + + addRestart() { + const restart = this.generateRestart() + this.container.appendChild(restart) + } + + addFinish() { + const finish = this.generateFinish() + this.container.appendChild(finish) + } + + addCopy() { + let copy = this.generateCopy() + this.container.appendChild(copy) + } + + /** + * Animate a typed line. + * @param {Node} line - The line element to render. + */ + async type(line) { + const chars = [...line.textContent]; + line.textContent = ''; + this.container.appendChild(line); + + for (let char of chars) { + const delay = line.getAttribute(`${this.pfx}-typeDelay`) || this.typeDelay; + await this._wait(delay); + line.textContent += char; + } + } + + /** + * Animate a progress bar. + * @param {Node} line - The line element to render. + */ + async progress(line) { + const progressLength = line.getAttribute(`${this.pfx}-progressLength`) + || this.progressLength; + const progressChar = line.getAttribute(`${this.pfx}-progressChar`) + || this.progressChar; + const chars = progressChar.repeat(progressLength); + const progressPercent = line.getAttribute(`${this.pfx}-progressPercent`) + || this.progressPercent; + line.textContent = ''; + this.container.appendChild(line); + + for (let i = 1; i < chars.length + 1; i++) { + await this._wait(this.typeDelay); + const percent = Math.round(i / chars.length * 100); + line.textContent = `${chars.slice(0, i)} ${percent}%`; + if (percent > progressPercent) { + break; + } + } + } + + /** + * Helper function for animation delays, called with `await`. + * @param {number} time - Timeout, in ms. + */ + _wait(time) { + return new Promise(resolve => setTimeout(resolve, time)); + } + + /** + * Converts line data objects into line elements. + * + * @param {Object[]} lineData - Dynamically loaded lines. + * @param {Object} line - Line data object. + * @returns {Element[]} - Array of line elements. + */ + lineDataToElements(lineData) { + return lineData.map(line => { + let div = document.createElement('div'); + div.innerHTML = `${line.value || ''}`; + + return div.firstElementChild; + }); + } + + /** + * Helper function for generating attributes string. + * + * @param {Object} line - Line data object. + * @returns {string} - String of attributes. + */ + _attributes(line) { + let attrs = ''; + for (let prop in line) { + // Custom add class + if (prop === 'class') { + attrs += ` class=${line[prop]} ` + continue + } + if (prop === 'type') { + attrs += `${this.pfx}="${line[prop]}" ` + } else if (prop !== 'value') { + attrs += `${this.pfx}-${prop}="${line[prop]}" ` + } + } + + return attrs; + } +} + +/** +* HTML API: If current script has container(s) specified, initialise Termynal. +*/ +if (document.currentScript.hasAttribute('data-termynal-container')) { + const containers = document.currentScript.getAttribute('data-termynal-container'); + containers.split('|') + .forEach(container => new Termynal(container)) +} + +/** +* HTML API: If current script has container(s) specified, initialise Termynal. +*/ +if (document.currentScript.hasAttribute('data-termynal-container')) { + const containers = document.currentScript.getAttribute('data-termynal-container'); + containers.split('|') + .forEach(container => new Termynal(container)) +} + + +document.querySelectorAll(".use-termynal").forEach(node => { + node.style.display = "block"; + new Termynal(node, { + lineDelay: 500 + }); +}); +const progressLiteralStart = "---> 100%"; +const promptLiteralStart = "$ "; +const customPromptLiteralStart = "# "; +const colorOutputLiteralStart = "color:"; +const termynalActivateClass = "termy"; +let termynals = []; + +function createTermynals() { + document + .querySelectorAll(`.${termynalActivateClass} .highlight`) + .forEach(node => { + const text = node.textContent; + const lines = text.split("\n"); + const useLines = []; + let buffer = []; + function saveBuffer() { + if (buffer.length) { + let isBlankSpace = true; + buffer.forEach(line => { + if (line) { + isBlankSpace = false; + } + }); + var dataValue = {}; + if (isBlankSpace) { + dataValue["delay"] = 0; + } + /*if (buffer[buffer.length - 1] === "") { + // A last single
    won't have effect + // so put an additional one + buffer.push(""); + }*/ + + const bufferValue = buffer.join("
    "); + dataValue["value"] = bufferValue; + useLines.push(dataValue); + buffer = []; + } + } + for (let line of lines) { + if (line === progressLiteralStart) { + saveBuffer(); + useLines.push({ + type: "progress" + }); + } else if (line.startsWith(promptLiteralStart)) { + saveBuffer(); + const value = line.replace(promptLiteralStart, "").trimEnd(); + useLines.push({ + type: "input", + value: value + }); + } else if (line.startsWith("// ")) { + saveBuffer(); + const value = "💬 " + line.replace("// ", "").trimEnd(); + useLines.push({ + value: value, + class: "termynal-comment", + delay: 0 + }); + } else if (line.startsWith(customPromptLiteralStart)) { + saveBuffer(); + const promptStart = line.indexOf(promptLiteralStart); + if (promptStart === -1) { + console.error("Custom prompt found but no end delimiter", line) + } + const prompt = line.slice(0, promptStart).replace(customPromptLiteralStart, "") + let value = line.slice(promptStart + promptLiteralStart.length); + useLines.push({ + type: "input", + value: value, + prompt: prompt + }); + } else if (line.startsWith(colorOutputLiteralStart)) { + let color = line.substring(0, line.indexOf(' ')); + let line_value = line.substring(line.indexOf(' ') + 1); + var color_line = "" + line_value + "" + buffer.push(color_line); + } else { + buffer.push(line); + } + } + saveBuffer(); + const div = document.createElement("div"); + node.replaceWith(div); + const termynal = new Termynal(div, { + lineData: useLines, + noInit: true, + lineDelay: 500 + }); + termynals.push(termynal); + }); +} + +function loadVisibleTermynals() { + termynals = termynals.filter(termynal => { + if (termynal.container.getBoundingClientRect().top - innerHeight <= 0) { + termynal.init(); + return false; + } + return true; + }); +} +window.addEventListener("scroll", loadVisibleTermynals); +createTermynals(); +loadVisibleTermynals(); diff --git a/main/fr/changelog/index.html b/main/fr/changelog/index.html new file mode 100644 index 0000000..a7212e4 --- /dev/null +++ b/main/fr/changelog/index.html @@ -0,0 +1,1473 @@ + + + + + + + + + + + + + + + + Changelog - Confit + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
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    Changelog

    +

    v0.7.4 (2025-01-15)

    +
      +
    • Allow larger than 4096 bytes config files
      • +
    • Escape tabs and newline when serializing to a config file
      • +
    • Fix an infinite loop that occured when resolving a reference to a field with a null value
      • +
    +

    v0.7.3 (2024-12-11)

    +
      +
    • Support interpolated seed in the config file (as a reminder, the seed is treated specifically by confit to initialize random generators before any object is resolved)
      • +
    • Support if/else expressions in interpolation, and only resolve the relevant branch
      • +
    +

    v0.7.2 (2024-11-23)

    +
      +
    • Seed the program BEFORE the config file is resolved and components have been instantiated, to ensure reproducibility.
      • +
    +

    v0.7.1 (2024-11-21)

    +
      +
    • Force utf-8 encoding when writing a config file (ini or yaml)
      • +
    +

    v0.7.0 (2024-10-22)

    +

    Changed

    +
      +
    • Aborting a script will now show the traceback
      • +
    +

    Fixed

    +
      +
    • Confit should no longer cause pydantic v1 deprecation warnings
      • +
    +

    v0.6.0 (2024-09-13)

    +

    Fixed

    +
      +
    • Support IPython autoreload on confit wrapped functions
      • +
    • Support using config files with scripts without a dedicated section header
      • +
    • Disable configparser interpolation (% symbol)
      • +
    • Better support for escaped strings in config files
      • +
    • Various registry-related fixes
      • +
    +

    Added

    +
      +
    • Non-relevant fields (outside the script dedicated section) are no longer instantiated when running a script with a config file
      • +
    • We now support loading and serializing configs in yaml syntax (Confit.from_yaml_str, Confit.to_yaml_str, Confit.from_disk("___.yaml") and Confit.to_disk("___.yaml"))
      • +
    +

    v0.5.5

    +

    Added

    +
      +
    • Support fixing the path of validation errors raised inside a "validate" function (see the AsList meta type in the tests)
      • +
    +

    v0.5.4

    +

    Fixed

    +
      +
    • We now forward function signature when accessing a callable via a deprecated registry name. + This is useful when registry.get("deprecated-name") is inspected.
      • +
    +

    v0.5.3

    +

    Changed

    +
      +
    • We now raise an error if a value in the config cannot be deserialized as a JSON object but contains characters that hint at a JSON object (e.g. quotes, brackets, etc.). This changes the old behavior where we would silently ignore the value and keep the string as is.
      • +
    +

    Fixed

    +
      +
    • Allow complex interpolations like ${[*section."key.with.dot", "baz"]}
      • +
    +

    v0.5.2

    +

    Changed

    +
      +
    • Keys with dots (or path-like keys in general) will be escaped when serializing a config +
      {"section": {"deep.key": "ok"}}
+
      +will be serialized as +
      [section]
+'deep.key' = "ok"
+
      • +
    +

    v0.5.1

    +

    Added

    +
      +
    • Use context instead of func for set_seed to allow + 
      with set_seed(42):
+    # do stuff
+    num = random.randint(0, 100)
+
      • +
    • Add auto-reload plugin to work with confit wrapped functions in notebooks
      • +
    +

    v0.5.0

    +

    Added

    +
      +
    • deprecated parameter to register an object under multiple names with deprecation warnings
      • +
    +

    Fixed

    +
      +
    • Stop interpreting type errors as validation errors when executing a validated function
      • +
    +

    v0.4.3 - 31-08-2023

    +

    Fixed

    +
      +
    • Save var kwargs as separate fields
      • +
    +

    v0.4.2 - 31-08-2023

    +

    Fixed

    +
      +
    • Re-enable extra/duplicate arg errors and uniformize between pydantic v1/v2
      • +
    • Add pydantic-core dependency for jsonable types during dump
      • +
    +

    v0.4.1 - 29-08-2023

    +

    Fixed

    +
      +
    • Use pydantic v2 context error only if it is an exception
      • +
    +

    v0.4.0 - 29-08-2023

    +

    Added

    +
      +
    • Improve validation errors merging and display. By default, confit related frames and exception causes + in the traceback are hidden.
      • +
    • Show inner-confit traceback and exception chains if CONFIT_DEBUG env var is true
      • +
    • Support for both Pydantic v2 and v1
      • +
    +

    Fixed

    +
      +
    • If the seed is given a default value in CLI, it can now be used by confit when no seed is given
      • +
    +

    v0.3.0 - 25-08-2023

    +
      +
    • Allow keyword only parameters
      • +
    • Avoid import of all entry points by catalogue during failed registry lookup
      • +
    • Fix bug in serialization, leading to mixed config fields
      • +
    +

    v0.2.1 - 11-05-2023

    +
      +
    • Fix un-allowed kwargs: accepted signatures are fn(paramA, paramB=..., ... **kwargs)
      • +
    +

    v0.2.0 - 05-04-2023

    +
      +
    • Config.merge(...) now only copies collections (not the underlying data) and doesn't split keys around dots
      • +
    • __path__ option has been removed (having a override_structure in .to_str() would be better)
      • +
    • Allow to skip some parameters when storing config before resolution
      • +
    • Allow to resolve only a part of a configuration
      • +
    • Improve serialization (can refer to dict/tuple/list objects now) and merge the instance's .cfg attribute (which can be updated by the instance) with the stored config
      • +
    • Add the invoker option to .register(...) to modify the arguments of the call to the registered function or do something with the result
      • +
    • User defined class registry should now inherit from RegistryCollection
      • +
    +

    v0.1.5 - 02-03-2023

    +
      +
    • Verify the signature when registering rather than during a call
      • +
    • Allow **kwargs
      • +
    +

    v0.1.4 - 27-02-2023

    +
      +
    • More robust resolution algorithm
      • +
    • Cyclic reference detection
      • +
    • Extended JSON syntax reading & writing (tuple & nested refs)
      • +
    • Fix lists and tuple parsing
      • +
    • Fix multi registration
      • +
    • Fix inheritance between registered classes
      • +
    • Multilingual doc & improved docs style
      • +
    +

    v0.1.1 - 06-01-2023

    +

    Features

    +
      +
    • Enhanced references capabilities
      • +
    +

    v0.1.0 - 30-12-2022

    +

    Inception ! 🎉

    +

    Features

    +
      +
    • Config object with pre-resolve
      • +
    • typer CLI wrappers
      • +
    • catalogue registries
      • +
    • ...
      • +
    + + + + + + +
    +
    + + +
    + +
    + + + +
    +
    +
    +
    + + + + + + + + + + + + + + + + + + \ No newline at end of file diff --git a/main/fr/contributing/index.html b/main/fr/contributing/index.html new file mode 100644 index 0000000..c94b2a2 --- /dev/null +++ b/main/fr/contributing/index.html @@ -0,0 +1,706 @@ + + + + + + + + + + + + + + + + Contributing to Confit - Confit + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
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    + + + +
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    + + + +
    +
    + + + + + + + + + +

    Contributing to Confit

    +

    We welcome contributions ! There are many ways to help. For example, you can:

    +
      +
    1. Help us track bugs by filing issues
      2. +
    2. Suggest and help prioritise new functionalities
      3. +
    3. Help us make the library as straightforward as possible, by simply asking questions on whatever does not seem clear to you.
      4. +
    +

    Development installation

    +

    To be able to run the test suite and develop your own pipeline, you should clone the repo and install it locally.

    +
    + +
    color:gray # Clone the repository and change directory
+$ git clone ssh://git@github.com/aphp/confit.git
+---> 100%
+
+$ cd confit
+
+color:gray # Install the library with its dev dependencies
+$ pip install -e ".[dev]"
+
    + +
    + +

    To make sure the pipeline will not fail because of formatting errors, we added pre-commit hooks using the pre-commit Python library. To use it, simply install it:

    +
    + +
    $ pre-commit install
+
    + +
    + +

    The pre-commit hooks defined in the configuration will automatically run when you commit your changes, letting you know if something went wrong.

    +

    The hooks only run on staged changes. To force-run it on all files, run:

    +
    + +
    $ pre-commit run --all-files
+---> 100%
+color:green All good !
+
    + +
    + +

    Proposing a merge request

    +

    Ideally, your changes should :

    +
      +
    • Be well-documented
      • +
    • Pass every tests, and preferably implement their own
      • +
    • Follow the style guide.
      • +
    +

    Testing your code

    +

    We use the Pytest test suite.

    +

    The following command will run the test suite. Writing your own tests is encouraged !

    +
    python -m pytest
+
    +

    Should your contribution propose a bug fix, we require the bug be thoroughly tested.

    +

    Style Guide

    +

    We use Black and Ruff to reformat the code. While other formatter only enforce PEP8 compliance, Black also makes the code uniform. In short :

    +
    +

    Black reformats entire files in place. It is not configurable.

    +
    +

    Moreover, the CI/CD pipeline enforces a number of checks on the "quality" of the code. To wit, non black-formatted code will make the test pipeline fail. We use pre-commit to keep our codebase clean.

    +

    Refer to the development install tutorial for tips on how to format your files automatically. +Most modern editors propose extensions that will format files on save.

    +

    Documentation

    +

    Make sure to document your improvements, both within the code with comprehensive docstrings, +as well as in the documentation itself if need be.

    +

    We use MkDocs for Confit's documentation. You can checkout the changes you make with:

    +
    + +
    color:gray # Run the documentation
+$ mkdocs serve
+
    + +
    + +

    Go to localhost:8000 to see your changes. MkDocs watches for changes in the documentation folder +and automatically reloads the page.

    + + + + + + +
    +
    + + +
    + +
    + + + +
    +
    +
    +
    + + + + + + + + + + + + + + + + + + \ No newline at end of file diff --git a/main/fr/getting-started/index.html b/main/fr/getting-started/index.html new file mode 100644 index 0000000..eb66687 --- /dev/null +++ b/main/fr/getting-started/index.html @@ -0,0 +1,686 @@ + + + + + + + + + + + + + + + + Mise en route - Confit + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
    + +
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    +
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    + + + +
    +
    + + + + + + + + + +

    Mise en route

    +

    Installation

    +

    Installez la bibliothèque avec pip :

    +
    + +
    $ pip install confit
+
    + +
    + +

    Un exemple simple

    +

    Confit n'abstrait que le code standard lié à la configuration et +laisse le reste de votre code inchangé.

    +

    Voici un exemple :

    +
    script.py
    import datetime
++ from confit import Cli, Registry, RegistryCollection
+
++ app = Cli(pretty_exceptions_show_locals=False)
+
++ class RegistryCollection(:
++     factory = Registry(("test_cli", "factory"), entry_points=True)
+
++ @registry.factory.register("submodel")
+class SubModel:
+    # Le typage est facultatif mais recommandé pour bénéficier du transtypage des arguments
+    def __init__(self, value: float, desc: str = ""):
+        self.value = value
+        self.desc = desc
+
+
++ @registry.factory.register("bigmodel")
+class BigModel:
+    def __init__(self, date: datetime.date, submodel: SubModel):
+        self.date = date
+        self.submodel = submodel
+
+
++ @app.command(name="script", registry=registry)
+def func(modelA: BigModel, modelB: BigModel, other: int, seed: int):
+    assert modelA.submodel is modelB.submodel
+    assert modelA.date == datetime.date(2010, 10, 10)
+    print("Autre :", other)
+
++ if __name__ == "__main__":
++     app()
+
    +

    Créez un nouveau fichier de configuration

    +
    +
    +
    +
    config.cfg
    # CLI sections
+[script]
+modelA = ${modelA}
+modelB = ${modelB}
+
+# CLI common parameters
+[modelA]
+@factory = "bigmodel"
+date = "2010-10-10"
+
+[modelA.submodel]
+@factory = "submodel"
+value = 12
+
+[modelB]
+date = "2003-04-05"
+submodel = ${modelA.submodel}
+
    +

    et exécutez la commande suivante depuis le terminal

    +
    +
    $ python script.py --config config.cfg --seed 42
+
    +
    +
    +
    +
    config.yaml
    script:
+  modelA: ${modelA}
+  modelB: ${modelB}
+
+modelA:
+  "@factory": "bigmodel"
+  date: "2010-10-10"
+
+  submodel:
+    "@factory": "submodel"
+    value: 12
+
+modelB:
+  date: "2003-04-05"
+  submodel: ${modelA.submodel}
+
    +

    et exécutez la commande suivante depuis le terminal

    +
    +
    $ python script.py --config config.yaml --seed 42
+
    +
    +
    +
    +
    +
    +

    Nom

    +

    Pour utiliser le nom de votre chemin de configuration (par exemple config-expe-2 si le fichier de configuration est nommé config-expe-2.cfg dans* la configuration (après résolution), mentionnez simplement name = None sous la section dont le titre a été fourni à @app.command(name=<section-title>)

    +
    +
    +

    Configurations multiples

    +

    Vous pouvez passer plusieurs fichiers de configuration en répétant l'option --config. La configuration sera fusionnée dans l'ordre.

    +
    +

    Vous pouvez toujours appeler la méthode function depuis votre code, mais vous bénéficiez maintenant également de la validation des arguments !

    +
    from script import func, BigModel, SubModel
+
+# Pour initialiser la graine avant de créer les modèles
+from confit.utils.random import set_seed
+
+seed = 42
+set_seed(seed)
+
+submodel = SubModel(value=12)
+# BigModel convertira les chaînes de caractères de date en objets datetime.date
+modelA = BigModel(date="2003-02-01", submodel=submodel)
+modelB = BigModel(date="2003-04-05", submodel=submodel)
+func(
+    modelA=modelA,
+    modelB=modelA,
+    seed=seed,
+)
+
    + + + + + + +
    +
    + + +
    + +
    + + + +
    +
    +
    +
    + + + + + + + + + + + + + + + + + + \ No newline at end of file diff --git a/main/fr/index.html b/main/fr/index.html new file mode 100644 index 0000000..c32a61e --- /dev/null +++ b/main/fr/index.html @@ -0,0 +1,845 @@ + + + + + + + + + + + + + + + + Confit - Confit + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
    + +
    + + + + + + +
    + + +
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    + + + +
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    + + + +
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    + + + +
    +
    + + + + + + + + + +

    Confit

    +

    Confit est un système de configuration complet et facile d'utilisation qui vise à améliorer la reproductibilité des expériences en s'appuyant sur le système de typage Python, sur des fichiers de configuration minimaux et avec une interface en ligne de commande.

    +

    Architecture

    +

    Les trois piliers de ce système de configuration sont le registre catalogue, +le système de validation Pydantic et la bibliothèque de CLI typer.

    +

    Registre

    +

    Le registre catalogue stocke les différents objects (classes ou fonctions) qui peuvent être composés ensemble pour executer votre programme. Une fois enregistrés, avec le décorateur registry.factory.register ces objets sont accessibles via les entry-points et peuvent être utilisés dans le système de configuration. +Pour commencer, vous pouvez créer un registre "factory" comme suit: +

    from confit import Registry, RegistryCollection
+
+
+class registry(RegistryCollection):
+    factory = Registry(("my_library", "factory"), entry_points=True)
+

    +
    +

    À quoi cela sert-il ?

    +

    Avec ce registre, vous pouvez enregistrer une fonction ou une classe :

    +
    @registry.factory.register("my-function")
+def my_function(value=10):
+    print(f"The value is {value}!")
+
    +

    Maintenant, vous pouvez récupérer dynamiquement la fonction depuis n'importe où :

    +
    func = registry.factory.get("my-function")
+func()
+# Out: "The value is 10!"
+func(value=42)
+# Out: "The value is 42!"
+
    +
    +

    Système de typage

    +

    Le décorateur Pydantic validate_arguments améliore une fonction pour analyser et valider automatiquement ses arguments à chaque appel, en utilisant le système de validation basé sur le typage Pydantic. +Par exemple, les chaînes de caractères peuvent être automatiquement converties en objets Path, ou en objets datetime ou en nombres, en fonction de l'annotation de type de l'argument.

    +

    Combiné avec notre système de configuration, les dictionnaires passés en arguments à une fonction décorée peuvent être "castés" en classes instanciées si ces classes étaient elles-mêmes décorées.

    +

    CLI

    +

    Documentation en cours

    +

    L'objet Config

    +

    L'objet de configuration, la classe Config, est un dictionnaire augmenté qui peut être utilisé pour lire et écrire des fichiers cfg, interpoler des variables et instancier des composants via le registre avec des clés spéciales @factory. +Un fichier cfg peut être utilisé directement comme entrée pour une fonction décorée en CLI.

    +

    Nous montrerons ci-dessous des exemples partiels de complexité croissante. Voir [ici][un-example-simple] pour un exemple complet.

    +

    Instanciation d'un objet

    +
    script.py
    @registry.factory.register("my-class")
+class MyClass:
+    def __init__(self, value1: int, value2: float):
+        self.value1 = value1
+        self.value2 = value2
+
    +
    +
    +
    +
    config.cfg
    [myclass]
+@factory = "my-class"
+value1 = 1.1
+value2 = 2.5
+
    +
    +
    +
    config.yaml
    myclass:
+  "@factory": "my-class"
+  value1: 1.1
+  value2: 2.5
+
    +
    +
    +
    +

    Ici, Confit va :

    +
      +
    • Analyser la configuration
      • +
    • Récupérer la classe cible à partir du registre
      • +
    • Valider les paramètres si nécessaire (dans ce cas, value1 est typé en tant qu'entier, il sera donc converti en entier en définissant value1=1)
      • +
    • Instancier la classe en utilisant les paramètres validés
      • +
    +

    Interpolation des valeurs

    +

    Lorsque plusieurs sections de la configuration doivent accéder à la même valeur, vous pouvez utiliser une référence avec la syntaxe ${<section.value>} :

    +
    +
    +
    +
    config.cfg
    [myclass]
+@factory = "my-class"
+value1 = 1.1
+value2 = ${other_values.value3}
+
+[other_values]
+value3 = 10
+
    +
    +
    +
    config.yaml
    myclass:
+  "@factory": "my-class"
+  value1: 1.1
+  value2: ${other_values.value3}
+
    +
    +
    +
    +

    Ici, value2 sera défini à 10, comme value3.

    +

    Interpolation avancée

    +

    Vous pouvez même passer des objets instanciés ! Supposons que nous ayons une classe enregistrée myOtherClass attendant une instance de MyClass en entrée. Vous pourriez utiliser la configuration suivante :

    +
    +
    +
    +
    config.cfg
    [func]
+@factory = "my-other-class"
+obj = ${myclass}
+
+[myclass]
+@factory = "my-class"
+value1 = 1.1
+value2 = ${other_values.value3}
+
+[other_values]
+value3 = 10
+
    +
    +
    +
    config.yaml
    func:
+  "@factory": "my-other-class"
+  obj: ${myclass}
+
+myclass:
+    "@factory": "my-class"
+    value1: 1.1
+    value2: ${other_values.value3}
+
+other_values:
+    value3: 10
+
    +
    +
    +
    +

    Enfin, vous pouvez vouloir accéder à certains attributs des classes Python qui sont disponibles après l'instanciation, mais pas présents dans le fichier de configuration. Par exemple, modifions notre classe MyClass :

    +
    script.py
    @registry.factory.register("my-class")
+class MyClass:
+    def __init__(self, value1: int, value2: float):
+        self.value1 = value1
+        self.value2 = value2
++         self.hidden_value = 99
+
    +

    Pour accéder à ces valeurs directement dans le fichier de configuration, utilisez la syntaxe ${<obj:attribut>} (remarquez les deux points au lieu du point)

    +
    +
    +
    +
    config.cfg
    [object]
+@factory = "my-class"
+value1 = 1.1
+value2 = 2.5
+
+[other_values]
+value3 = ${object:hidden_value}
+
    +
    +
    +
    config.yaml
    object:
+  "@factory": "my-class"
+  value1: 1.1
+  value2: 2.5
+
+other_values:
+    value3: ${object:hidden_value}
+
    +
    +
    +
    + + + + + + +
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    + + +
    + +
    + + + +
    +
    +
    +
    + + + + + + + + + + + + + + + + + + \ No newline at end of file diff --git a/main/fr/reference/cli/index.html b/main/fr/reference/cli/index.html new file mode 100644 index 0000000..5b504ac --- /dev/null +++ b/main/fr/reference/cli/index.html @@ -0,0 +1,960 @@ + + + + + + + + + + + + + + + + confit.cli - Confit + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
    + +
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    confit.cli

    + + +
    + + + + +
    + + + +
    + + + + + + + + +
    + + + +

    + Cli + + +

    + + +
    +

    + Bases: Typer

    + + +

    Custom Typer object that:

    +
      +
    • validates a command parameters before executing it
      • +
    • accepts a configuration file describing the parameters
      • +
    • automatically instantiates parameters given a dictionary when type hinted
      • +
    + +
    + Source code in confit/cli.py + 
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    class Cli(Typer):
+    """
+    Custom Typer object that:
+
+    - validates a command parameters before executing it
+    - accepts a configuration file describing the parameters
+    - automatically instantiates parameters given a dictionary when type hinted
+    """
+
+    def command(  # noqa
+        self,
+        name,
+        *,
+        cls: Optional[Type[TyperCommand]] = None,
+        context_settings: Optional[Dict[Any, Any]] = None,
+        help: Optional[str] = None,
+        epilog: Optional[str] = None,
+        short_help: Optional[str] = None,
+        options_metavar: str = "[OPTIONS]",
+        add_help_option: bool = True,
+        no_args_is_help: bool = False,
+        hidden: bool = False,
+        deprecated: bool = False,
+        # Rich settings
+        rich_help_panel: Union[str, None] = Default(None),
+        registry: Any = None,
+    ) -> Callable[[CommandFunctionType], CommandFunctionType]:
+        typer_command = super().command(
+            name=name,
+            cls=cls,
+            help=help,
+            epilog=epilog,
+            short_help=short_help,
+            options_metavar=options_metavar,
+            add_help_option=add_help_option,
+            no_args_is_help=no_args_is_help,
+            hidden=hidden,
+            deprecated=deprecated,
+            rich_help_panel=rich_help_panel,
+            context_settings={
+                **(context_settings or {}),
+                "ignore_unknown_options": True,
+                "allow_extra_args": True,
+            },
+        )
+
+        def wrapper(fn):
+            validated = validate_arguments(fn)
+
+            @typer_command
+            def command(ctx: Context, config: Optional[List[Path]] = None):
+                config_path = config
+
+                has_meta = _fn_has_meta(fn)
+                if config_path:
+                    config, name_from_file = merge_from_disk(config_path)
+                else:
+                    config = Config({name: {}})
+                model_fields = (
+                    validated.model.model_fields
+                    if hasattr(validated.model, "model_fields")
+                    else validated.model.__fields__
+                )
+                for k, v in parse_overrides(ctx.args).items():
+                    if "." not in k:
+                        parts = (name, k)
+                    else:
+                        parts = k.split(".")
+                        if parts[0] in model_fields and parts[0] not in config:
+                            parts = (name, *parts)
+                    current = config
+                    if parts[0] not in current:
+                        raise Exception(
+                            f"{k} does not match any existing section in config"
+                        )
+                    for part in parts[:-1]:
+                        current = current.setdefault(part, Config())
+                    current[parts[-1]] = v
+                try:
+                    default_seed = model_fields.get("seed")
+                    if default_seed is not None:
+                        default_seed = default_seed.get_default()
+                    seed = Config.resolve(
+                        config.get(name, {}).get("seed", default_seed),
+                        registry=registry,
+                        root=config,
+                    )
+                    if seed is not None:
+                        set_seed(seed)
+                    resolved_config = Config(config[name]).resolve(
+                        registry=registry, root=config
+                    )
+                    if has_meta:
+                        config_meta = dict(
+                            config_path=config_path,
+                            resolved_config=resolved_config,
+                            unresolved_config=config,
+                        )
+                        return validated(
+                            **resolved_config,
+                            config_meta=config_meta,
+                        )
+                    else:
+                        return validated(**resolved_config)
+                except (LegacyValidationError, ConfitValidationError) as e:
+                    e.raw_errors = patch_errors(
+                        e.raw_errors,
+                        (name,),
+                    )
+                    if is_debug() or e.__cause__ is not None:
+                        raise e
+                    try:
+                        import rich
+
+                        console = rich.console.Console(stderr=True)
+                        console.print("Validation error:", style="red", end=" ")
+                        console.print(str(e))
+                    except ImportError:  # pragma: no cover
+                        print("Validation error:", file=sys.stderr, end=" ")
+                        print(str(e), file=sys.stderr)
+                    sys.exit(1)
+                except KeyboardInterrupt as e:  # pragma: no cover
+                    raise Exception("Interrupted by user") from e
+
+            return validated
+
+        return wrapper
+
    +
    + + + +
    + + + + + + + + + + + +
    + +
    + +
    + + +
    + + +

    + parse_overrides(args) + +

    + + +
    + +

    Parse the overrides from the command line into a dictionary +of key-value pairs.

    + + + + + + + + + + + + + + + +
    PARAMETERDESCRIPTION
    args +
    +

    The arguments to parse

    +
    +

    + + TYPE: + List[str] + +

    +
    + + + + + + + + + + + + + + + +
    RETURNSDESCRIPTION
    + + Dict[str, Any] + + +
    +

    The parsed overrides as a dictionary

    +
    +
    + +
    + Source code in confit/cli.py + 
    18
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    def parse_overrides(args: List[str]) -> Dict[str, Any]:
+    """
+    Parse the overrides from the command line into a dictionary
+    of key-value pairs.
+
+    Parameters
+    ----------
+    args: List[str]
+        The arguments to parse
+
+    Returns
+    -------
+    Dict[str, Any]
+        The parsed overrides as a dictionary
+    """
+    result = {}
+    while args:
+        opt = args.pop(0)
+        err = f"Invalid config override '{opt}'"
+        if opt.startswith("--"):  # new argument
+            opt = opt.replace("--", "")
+            if "=" in opt:  # we have --opt=value
+                opt, value = opt.split("=", 1)
+            else:
+                if not args or args[0].startswith("--"):  # flag with no value
+                    value = "true"
+                else:
+                    value = args.pop(0)
+            opt = opt.replace("-", "_")
+            result[opt] = loads(value)
+        else:
+            secho(f"{err}: doesn't support shorthands", fg=colors.RED)
+            exit(1)
+    return result
+
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    + + + + + + + + + + + + + + + + + + \ No newline at end of file diff --git a/main/fr/reference/config/index.html b/main/fr/reference/config/index.html new file mode 100644 index 0000000..2cf2f01 --- /dev/null +++ b/main/fr/reference/config/index.html @@ -0,0 +1,3402 @@ + + + + + + + + + + + + + + + + confit.config - Confit + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
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    + + + +
    +
    +
    + + + +
    +
    + + + + + + + + + +

    confit.config

    + + +
    + + + + +
    + + + +
    + + + + + + + + +
    + + + +

    + Config + + +

    + + +
    +

    + Bases: dict

    + + +

    The configuration system consists of a supercharged dict, the Config class, +that can be used to read and write to cfg files, interpolate variables and +instantiate components through the registry with some special @factory keys. +A cfg file can be used directly as an input to a CLI-decorated function.

    + +
    + Source code in confit/config.py + 
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    class Config(dict):
+    """
+    The configuration system consists of a supercharged dict, the `Config` class,
+    that can be used to read and write to `cfg` files, interpolate variables and
+    instantiate components through the registry with some special `@factory` keys.
+    A cfg file can be used directly as an input to a CLI-decorated function.
+    """
+
+    def __init__(self, *args: Any, **kwargs: Any):
+        """
+        A new config object can be instantiated either from a dict as a positional
+        argument, or from keyword arguments. Only one of these two options can be
+        used at a time.
+
+        Parameters
+        ----------
+        args: Any
+        kwargs: Any
+        """
+        if len(args) == 1 and isinstance(args[0], dict):
+            assert len(kwargs) == 0
+            kwargs = args[0]
+        super().__init__(**kwargs)
+
+    @classmethod
+    def from_cfg_str(cls, s: str, resolve: bool = False, registry: Any = None) -> Any:
+        """
+        Load a config object from a config string
+
+        Parameters
+        ----------
+        s: Union[str, Path]
+            The cfg config string
+        resolve
+            Whether to resolve sections with '@' keys
+        registry
+            Optional registry to resolve from.
+            If None, the default registry will be used.
+
+        Returns
+        -------
+        Config
+        """
+        parser = ConfigParser(interpolation=None)
+        parser.optionxform = str
+        parser.read_string(s)
+
+        config = Config()
+
+        for section in parser.sections():
+            parts = split_path(section)
+            current = config
+            for part in parts:
+                if part not in current:
+                    current[part] = current = Config()
+                else:
+                    current = current[part]
+
+            current.clear()
+            errors = []
+            for k, v in parser.items(section):
+                path = split_path(k)
+                for part in path[:-1]:
+                    if part not in current:
+                        current[part] = current = Config()
+                    else:
+                        current = current[part]
+                try:
+                    current[path[-1]] = loads(v)
+                except ValueError as e:
+                    errors.append(ErrorWrapper(e, loc=path))
+
+            if errors:
+                raise ConfitValidationError(errors=errors)
+
+        if resolve:
+            return config.resolve(registry=registry)
+
+        return config
+
+    @classmethod
+    def from_yaml_str(cls, s: str, resolve: bool = False, registry: Any = None) -> Any:
+        import yaml
+
+        class ConfitYamlLoader(yaml.SafeLoader):
+            def construct_object(self, x, deep=False):
+                if isinstance(x, yaml.ScalarNode):
+                    if x.style == '"' or x.style == "'":
+                        return loads(x.style + x.value + x.style)
+                    return loads(x.value)
+                return super().construct_object(x, deep)
+
+        stream = StringIO(s)
+        config = Config(yaml.load(stream, Loader=ConfitYamlLoader))
+        if resolve:
+            return config.resolve(registry=registry)
+
+        return config
+
+    @classmethod
+    def from_disk(
+        cls, path: Union[str, Path], resolve: bool = False, registry: Any = None
+    ) -> "Config":
+        """
+        Load a config object from a '.cfg' file
+
+        Parameters
+        ----------
+        path: Union[str, Path]
+            The path to the config object
+        resolve
+            Whether to resolve mappings with '@' keys
+        registry
+            Optional registry to resolve from.
+            If None, the default registry will be used.
+
+        Returns
+        -------
+        Config
+        """
+        s = Path(path).read_text(encoding="utf-8")
+        path_str = str(path)
+        if path_str.endswith(".yaml") or path_str.endswith(".yml"):
+            return cls.from_yaml_str(s, resolve=resolve, registry=registry)
+        else:
+            return cls.from_cfg_str(s, resolve=resolve, registry=registry)
+
+    from_str = from_cfg_str
+
+    def to_disk(self, path: Union[str, Path]):
+        """
+        Export a config to the disk (usually to a .cfg file)
+
+        Parameters
+        ----------
+        path: Union[str, path]
+        """
+        path_str = str(path)
+        if path_str.endswith(".yaml") or path_str.endswith(".yml"):
+            s = self.to_yaml_str()
+        else:
+            s = Config.to_str(self)
+        Path(path).write_text(s, encoding="utf-8")
+
+    def serialize(self: Any):
+        """
+        Try to convert non-serializable objects using the RESOLVED_TO_CONFIG object
+        back to their original catalogue + params form
+
+        We try to preserve referential equalities between non dict/list/tuple
+        objects by serializing subsequent references to the same object as references
+        to its first occurrence in the tree.
+
+        ```python
+        a = A()  # serializable object
+        cfg = {"a": a, "b": a}
+        print(Config.serialize(cfg))
+        # Out: {"a": {...}, "b": Reference("a")}
+        ```
+
+        Returns
+        -------
+        Config
+        """
+        refs = {}
+
+        # Temp memory to avoid objects being garbage collected
+        mem = []
+
+        def is_simple(o):
+            return o is None or isinstance(o, (str, int, float, bool, Reference))
+
+        def rec(o: Any, path: Loc = ()):
+            if id(o) in refs:
+                return refs[id(o)]
+            if is_simple(o):
+                return o
+            if isinstance(o, collections.abc.Mapping):
+                items = sorted(
+                    o.items(),
+                    key=lambda x: 1
+                    if (
+                        is_simple(x[1])
+                        or isinstance(x[1], (collections.abc.Mapping, list, tuple))
+                    )
+                    else 0,
+                )
+                serialized = {k: rec(v, (*path, k)) for k, v in items}
+                serialized = {k: serialized[k] for k in o.keys()}
+                mem.append(o)
+                refs[id(o)] = Reference(join_path(path))
+                if isinstance(o, Config):
+                    serialized = Config(serialized)
+                return serialized
+            if isinstance(o, (list, tuple)):
+                mem.append(o)
+                refs[id(o)] = Reference(join_path(path))
+                return type(o)(rec(v, (*path, i)) for i, v in enumerate(o))
+            cfg = None
+            try:
+                cfg = (cfg or Config()).merge(RESOLVED_TO_CONFIG[o])
+            except (KeyError, TypeError):
+                pass
+            try:
+                cfg = (cfg or Config()).merge(o.cfg)
+            except (AttributeError, TypeError):
+                pass
+            if cfg is not None:
+                mem.append(o)
+                refs[id(o)] = Reference(join_path(path))
+                return rec(cfg, path)
+            try:
+                return pydantic_core.to_jsonable_python(o)
+            except Exception:
+                raise TypeError(f"Cannot dump {o!r} at {join_path(path)}")
+
+        return rec(self)
+
+    def to_cfg_str(self):
+        """
+        Export a config to a string in the cfg format
+        by serializing it first
+
+        Returns
+        -------
+        str
+        """
+        additional_sections = {}
+
+        prepared = flatten_sections(Config.serialize(self))
+        prepared.update(flatten_sections(additional_sections))
+
+        parser = ConfigParser(interpolation=None)
+        parser.optionxform = str
+        for section_name, section in prepared.items():
+            parser.add_section(section_name)
+            parser[section_name].update(
+                {join_path((k,)): dumps(v) for k, v in section.items()}
+            )
+        s = StringIO()
+        parser.write(s)
+        return s.getvalue()
+
+    def to_yaml_str(self):
+        import yaml
+
+        class ConfitYamlDumper(yaml.SafeDumper):
+            def __init__(self, *args, **kwargs):
+                super().__init__(*args, **kwargs)
+
+            def represent_ref(self, node):
+                return super().represent_scalar("tag:yaml.org,2002:str", str(node))
+
+            def represent_str(self, data):
+                node = super().represent_scalar("tag:yaml.org,2002:str", data)
+                if set(",'\"{}[]$\n\t") & set(data):
+                    node.style = "'" if data.count('"') > data.count("'") else '"'
+                return node
+
+            yaml_representers = {
+                **yaml.SafeDumper.yaml_representers,
+                Config: yaml.SafeDumper.represent_dict,
+                Reference: represent_ref,
+                str: represent_str,
+            }
+
+        return yaml.dump(
+            self.serialize(), Dumper=ConfitYamlDumper, sort_keys=False, indent=4
+        )
+
+    to_str = to_cfg_str
+
+    def resolve(self, deep=True, registry: Any = None, root: Mapping = None) -> Any:
+        """
+        Resolves the parts of the nested config object with @ variables using
+        a registry, and then interpolate references in the config.
+
+        Parameters
+        ----------
+        deep: bool
+            Should we resolve deeply
+        registry:
+            Registry to use when resolving
+        root: Mapping
+            The root of the config tree. Used for resolving references.
+
+        Returns
+        -------
+        Union[Config, Any]
+        """
+        if root is None:
+            root = self
+
+        if registry is None:
+            from .registry import get_default_registry
+
+            registry = get_default_registry()
+        resolved_locs = {}
+        seen_locs = set()
+
+        def resolve_reference(ref: Reference) -> Any:
+            pat = re.compile(PATH + ":?")
+
+            def replace(match: re.Match):
+                start = match.start()
+                if start > 0 and ref.value[start - 1] == ":":
+                    return match.group()
+
+                path = match.group()
+                parts = split_path(path.rstrip(":"))
+
+                # Check if part is any special python keyword
+                if len(parts) == 1 and parts[0] in keyword.kwlist:
+                    return match.group()
+                try:
+                    return local_names[parts] + ("." if path.endswith(":") else "")
+                except KeyError:
+                    raise KeyError(path)
+
+            local_names = {}
+            for match in pat.finditer(ref.value):
+                start = match.start()
+                if start > 0 and ref.value[start - 1] == ":":
+                    continue
+                path = match.group()
+                parts = split_path(path.rstrip(":"))
+                if len(parts) == 1 and parts[0] in keyword.kwlist:
+                    continue
+                local_names.setdefault(parts, f"var_{len(local_names)}")
+
+            local_leaves = DynamicLocals(local_names, root, resolved_locs, rec)
+
+            replaced = pat.sub(replace, ref.value)
+
+            res = safe_eval(replaced, local_leaves)
+
+            return res
+
+        def rec(obj, loc: Tuple[Union[str, int]] = ()):
+            """
+            Parameters
+            ----------
+            obj: Any
+                The current object being resolved
+            loc: Sequence[str]
+                Internal variable
+                Current path in tree
+
+            Returns
+            -------
+
+            """
+            if id(obj) in resolved_locs:
+                return resolved_locs[id(obj)]
+
+            if id(obj) in seen_locs:
+                raise CyclicReferenceError(tuple(loc))
+
+            seen_locs.add(id(obj))
+
+            if not deep and len(loc) > 1:
+                return obj
+
+            if isinstance(obj, Mapping):
+                resolved = Config({k: rec(v, (*loc, k)) for k, v in obj.items()})
+
+                registries = [
+                    (key, value, getattr(registry, key[1:]))
+                    for key, value in resolved.items()
+                    if key.startswith("@")
+                ]
+                assert (
+                    len(registries) <= 1
+                ), f"Cannot resolve using multiple registries at {'.'.join(loc)}"
+
+                if len(registries) == 1:
+                    cfg = resolved
+                    params = dict(resolved)
+                    params.pop(registries[0][0])
+                    fn = registries[0][2].get(registries[0][1])
+                    try:
+                        resolved = fn(**params)
+                        # The `validate_arguments` decorator has most likely
+                        # already put the resolved config in the registry
+                        # but for components that are instantiated without it
+                        # we need to do it here
+                        Config._store_resolved(resolved, cfg)
+                    except ConfitValidationError as e:
+                        e = ConfitValidationError(
+                            errors=patch_errors(e.raw_errors, loc, params),
+                            model=e.model,
+                            name=getattr(e, "name", None),
+                        ).with_traceback(remove_lib_from_traceback(e.__traceback__))
+                        if not is_debug():
+                            e.__cause__ = None
+                            e.__suppress_context__ = True
+                        raise e
+
+            elif isinstance(obj, list):
+                resolved = [rec(v, (*loc, i)) for i, v in enumerate(obj)]
+            elif isinstance(obj, tuple):
+                resolved = tuple(rec(v, (*loc, i)) for i, v in enumerate(obj))
+            elif isinstance(obj, Reference):
+                while True:
+                    try:
+                        resolved = resolve_reference(obj)
+                        break
+                    except (KeyError, NameError):
+                        raise MissingReference(obj)
+            else:
+                resolved = obj
+
+            resolved_locs[id(obj)] = resolved
+
+            return resolved
+
+        return rec(self, ())
+
+    def merge(
+        self,
+        *updates: Union[Dict[str, Any], "Config"],
+        remove_extra: bool = False,
+    ) -> "Config":
+        """
+        Deep merge two configs. Heavily inspired from `thinc`'s config merge function.
+
+        Parameters
+        ----------
+        updates: Union[Config, Dict]
+            Configs to update the original config
+        remove_extra:
+            If true, restricts update to keys that existed in the original config
+
+        Returns
+        -------
+        The new config
+        """
+
+        def deep_set(current, path, val):
+            if path not in current and remove_extra:
+                return
+            current[path] = val
+
+        def rec(old, new):
+            for key, new_val in list(new.items()):
+                if "." in key:
+                    deep_set(old, key, new_val)
+                    continue
+
+                if key not in old:
+                    if remove_extra:
+                        continue
+                    else:
+                        old[key] = new_val
+                        continue
+
+                old_val = old[key]
+                if isinstance(old_val, dict) and isinstance(new_val, dict):
+                    old_resolver = next((k for k in old_val if k.startswith("@")), None)
+                    new_resolver = next((k for k in new_val if k.startswith("@")), None)
+                    if (
+                        new_resolver is not None
+                        and old_resolver is not None
+                        and (
+                            old_resolver != new_resolver
+                            or old_val.get(old_resolver) != new_val.get(new_resolver)
+                        )
+                    ):
+                        old[key] = new_val
+                    else:
+                        rec(old[key], new_val)
+                else:
+                    old[key] = new_val
+            return old
+
+        config = self.copy()
+        for u in updates:
+            rec(config, u)
+        return config
+
+    def copy(self: T) -> T:
+        """
+        Deep copy of the config, but not of the underlying data.
+        Should also work with other types of objects (e.g. lists, tuples, etc.)
+
+        ```
+        Config.copy([1, 2, {"ok": 3}}]) == [1, 2, {"ok": 3}]
+        ```
+
+        Returns
+        -------
+        Any
+        """
+        seen = {}
+
+        def rec(obj):
+            if id(obj) in seen:
+                return seen[id(obj)]
+            seen[id(obj)] = obj
+            if isinstance(obj, (Config, dict)):
+                return type(obj)(
+                    {k: rec(v) for k, v in obj.items()},
+                )
+            elif isinstance(obj, list):
+                return [rec(v) for v in obj]
+            elif isinstance(obj, tuple):
+                return tuple(rec(v) for v in obj)
+            elif isinstance(obj, Reference):
+                return Reference(obj.value)
+            else:
+                return obj
+
+        copy = rec(self)
+        return copy
+
+    @classmethod
+    def _store_resolved(cls, resolved: Any, config: Dict[str, Any]):
+        """
+        Adds a resolved object to the RESOLVED_TO_CONFIG dict
+        for later retrieval during serialization
+        ([`.serialize`][confit.config.Config.serialize])
+
+        Parameters
+        ----------
+        resolved: Any
+        config: Config
+        """
+        try:
+            RESOLVED_TO_CONFIG[resolved] = config
+        except TypeError:
+            pass
+
    +
    + + + +
    + + + + + + + + + +
    + + +

    + __init__(*args, **kwargs) + +

    + + +
    + +

    A new config object can be instantiated either from a dict as a positional +argument, or from keyword arguments. Only one of these two options can be +used at a time.

    + + + + + + + + + + + + + + + + + + + +
    PARAMETERDESCRIPTION
    args +
    + +
    +

    + + TYPE: + Any + + + DEFAULT: + () + +

    +
    kwargs +
    + +
    +

    + + TYPE: + Any + + + DEFAULT: + {} + +

    +
    + +
    + Source code in confit/config.py + 
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    def __init__(self, *args: Any, **kwargs: Any):
+    """
+    A new config object can be instantiated either from a dict as a positional
+    argument, or from keyword arguments. Only one of these two options can be
+    used at a time.
+
+    Parameters
+    ----------
+    args: Any
+    kwargs: Any
+    """
+    if len(args) == 1 and isinstance(args[0], dict):
+        assert len(kwargs) == 0
+        kwargs = args[0]
+    super().__init__(**kwargs)
+
    +
    +
    + +
    + +
    + + +

    + from_cfg_str(s, resolve=False, registry=None) + + + classmethod + + +

    + + +
    + +

    Load a config object from a config string

    + + + + + + + + + + + + + + + + + + + + + + + +
    PARAMETERDESCRIPTION
    s +
    +

    The cfg config string

    +
    +

    + + TYPE: + str + +

    +
    resolve +
    +

    Whether to resolve sections with '@' keys

    +
    +

    + + TYPE: + bool + + + DEFAULT: + False + +

    +
    registry +
    +

    Optional registry to resolve from. +If None, the default registry will be used.

    +
    +

    + + TYPE: + Any + + + DEFAULT: + None + +

    +
    + + + + + + + + + + + + + + + +
    RETURNSDESCRIPTION
    + + Config + + +
    + +
    +
    + +
    + Source code in confit/config.py + 
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    @classmethod
+def from_cfg_str(cls, s: str, resolve: bool = False, registry: Any = None) -> Any:
+    """
+    Load a config object from a config string
+
+    Parameters
+    ----------
+    s: Union[str, Path]
+        The cfg config string
+    resolve
+        Whether to resolve sections with '@' keys
+    registry
+        Optional registry to resolve from.
+        If None, the default registry will be used.
+
+    Returns
+    -------
+    Config
+    """
+    parser = ConfigParser(interpolation=None)
+    parser.optionxform = str
+    parser.read_string(s)
+
+    config = Config()
+
+    for section in parser.sections():
+        parts = split_path(section)
+        current = config
+        for part in parts:
+            if part not in current:
+                current[part] = current = Config()
+            else:
+                current = current[part]
+
+        current.clear()
+        errors = []
+        for k, v in parser.items(section):
+            path = split_path(k)
+            for part in path[:-1]:
+                if part not in current:
+                    current[part] = current = Config()
+                else:
+                    current = current[part]
+            try:
+                current[path[-1]] = loads(v)
+            except ValueError as e:
+                errors.append(ErrorWrapper(e, loc=path))
+
+        if errors:
+            raise ConfitValidationError(errors=errors)
+
+    if resolve:
+        return config.resolve(registry=registry)
+
+    return config
+
    +
    +
    + +
    + +
    + + +

    + from_disk(path, resolve=False, registry=None) + + + classmethod + + +

    + + +
    + +

    Load a config object from a '.cfg' file

    + + + + + + + + + + + + + + + + + + + + + + + +
    PARAMETERDESCRIPTION
    path +
    +

    The path to the config object

    +
    +

    + + TYPE: + Union[str, Path] + +

    +
    resolve +
    +

    Whether to resolve mappings with '@' keys

    +
    +

    + + TYPE: + bool + + + DEFAULT: + False + +

    +
    registry +
    +

    Optional registry to resolve from. +If None, the default registry will be used.

    +
    +

    + + TYPE: + Any + + + DEFAULT: + None + +

    +
    + + + + + + + + + + + + + + + +
    RETURNSDESCRIPTION
    + + Config + + +
    + +
    +
    + +
    + Source code in confit/config.py + 
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    @classmethod
+def from_disk(
+    cls, path: Union[str, Path], resolve: bool = False, registry: Any = None
+) -> "Config":
+    """
+    Load a config object from a '.cfg' file
+
+    Parameters
+    ----------
+    path: Union[str, Path]
+        The path to the config object
+    resolve
+        Whether to resolve mappings with '@' keys
+    registry
+        Optional registry to resolve from.
+        If None, the default registry will be used.
+
+    Returns
+    -------
+    Config
+    """
+    s = Path(path).read_text(encoding="utf-8")
+    path_str = str(path)
+    if path_str.endswith(".yaml") or path_str.endswith(".yml"):
+        return cls.from_yaml_str(s, resolve=resolve, registry=registry)
+    else:
+        return cls.from_cfg_str(s, resolve=resolve, registry=registry)
+
    +
    +
    + +
    + +
    + + +

    + to_disk(path) + +

    + + +
    + +

    Export a config to the disk (usually to a .cfg file)

    + + + + + + + + + + + + + + + +
    PARAMETERDESCRIPTION
    path +
    + +
    +

    + + TYPE: + Union[str, Path] + +

    +
    + +
    + Source code in confit/config.py + 
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    def to_disk(self, path: Union[str, Path]):
+    """
+    Export a config to the disk (usually to a .cfg file)
+
+    Parameters
+    ----------
+    path: Union[str, path]
+    """
+    path_str = str(path)
+    if path_str.endswith(".yaml") or path_str.endswith(".yml"):
+        s = self.to_yaml_str()
+    else:
+        s = Config.to_str(self)
+    Path(path).write_text(s, encoding="utf-8")
+
    +
    +
    + +
    + +
    + + +

    + serialize() + +

    + + +
    + +

    Try to convert non-serializable objects using the RESOLVED_TO_CONFIG object +back to their original catalogue + params form

    +

    We try to preserve referential equalities between non dict/list/tuple +objects by serializing subsequent references to the same object as references +to its first occurrence in the tree.

    +
    a = A()  # serializable object
+cfg = {"a": a, "b": a}
+print(Config.serialize(cfg))
+# Out: {"a": {...}, "b": Reference("a")}
+
    + + + + + + + + + + + + + + + +
    RETURNSDESCRIPTION
    + + Config + + +
    + +
    +
    + +
    + Source code in confit/config.py + 
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    def serialize(self: Any):
+    """
+    Try to convert non-serializable objects using the RESOLVED_TO_CONFIG object
+    back to their original catalogue + params form
+
+    We try to preserve referential equalities between non dict/list/tuple
+    objects by serializing subsequent references to the same object as references
+    to its first occurrence in the tree.
+
+    ```python
+    a = A()  # serializable object
+    cfg = {"a": a, "b": a}
+    print(Config.serialize(cfg))
+    # Out: {"a": {...}, "b": Reference("a")}
+    ```
+
+    Returns
+    -------
+    Config
+    """
+    refs = {}
+
+    # Temp memory to avoid objects being garbage collected
+    mem = []
+
+    def is_simple(o):
+        return o is None or isinstance(o, (str, int, float, bool, Reference))
+
+    def rec(o: Any, path: Loc = ()):
+        if id(o) in refs:
+            return refs[id(o)]
+        if is_simple(o):
+            return o
+        if isinstance(o, collections.abc.Mapping):
+            items = sorted(
+                o.items(),
+                key=lambda x: 1
+                if (
+                    is_simple(x[1])
+                    or isinstance(x[1], (collections.abc.Mapping, list, tuple))
+                )
+                else 0,
+            )
+            serialized = {k: rec(v, (*path, k)) for k, v in items}
+            serialized = {k: serialized[k] for k in o.keys()}
+            mem.append(o)
+            refs[id(o)] = Reference(join_path(path))
+            if isinstance(o, Config):
+                serialized = Config(serialized)
+            return serialized
+        if isinstance(o, (list, tuple)):
+            mem.append(o)
+            refs[id(o)] = Reference(join_path(path))
+            return type(o)(rec(v, (*path, i)) for i, v in enumerate(o))
+        cfg = None
+        try:
+            cfg = (cfg or Config()).merge(RESOLVED_TO_CONFIG[o])
+        except (KeyError, TypeError):
+            pass
+        try:
+            cfg = (cfg or Config()).merge(o.cfg)
+        except (AttributeError, TypeError):
+            pass
+        if cfg is not None:
+            mem.append(o)
+            refs[id(o)] = Reference(join_path(path))
+            return rec(cfg, path)
+        try:
+            return pydantic_core.to_jsonable_python(o)
+        except Exception:
+            raise TypeError(f"Cannot dump {o!r} at {join_path(path)}")
+
+    return rec(self)
+
    +
    +
    + +
    + +
    + + +

    + to_cfg_str() + +

    + + +
    + +

    Export a config to a string in the cfg format +by serializing it first

    + + + + + + + + + + + + + + + +
    RETURNSDESCRIPTION
    + + str + + +
    + +
    +
    + +
    + Source code in confit/config.py + 
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    def to_cfg_str(self):
+    """
+    Export a config to a string in the cfg format
+    by serializing it first
+
+    Returns
+    -------
+    str
+    """
+    additional_sections = {}
+
+    prepared = flatten_sections(Config.serialize(self))
+    prepared.update(flatten_sections(additional_sections))
+
+    parser = ConfigParser(interpolation=None)
+    parser.optionxform = str
+    for section_name, section in prepared.items():
+        parser.add_section(section_name)
+        parser[section_name].update(
+            {join_path((k,)): dumps(v) for k, v in section.items()}
+        )
+    s = StringIO()
+    parser.write(s)
+    return s.getvalue()
+
    +
    +
    + +
    + +
    + + +

    + resolve(deep=True, registry=None, root=None) + +

    + + +
    + +

    Resolves the parts of the nested config object with @ variables using +a registry, and then interpolate references in the config.

    + + + + + + + + + + + + + + + + + + + + + + + +
    PARAMETERDESCRIPTION
    deep +
    +

    Should we resolve deeply

    +
    +

    + + DEFAULT: + True + +

    +
    registry +
    +

    Registry to use when resolving

    +
    +

    + + TYPE: + Any + + + DEFAULT: + None + +

    +
    root +
    +

    The root of the config tree. Used for resolving references.

    +
    +

    + + TYPE: + Mapping + + + DEFAULT: + None + +

    +
    + + + + + + + + + + + + + + + +
    RETURNSDESCRIPTION
    + + Union[Config, Any] + + +
    + +
    +
    + +
    + Source code in confit/config.py + 
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    def resolve(self, deep=True, registry: Any = None, root: Mapping = None) -> Any:
+    """
+    Resolves the parts of the nested config object with @ variables using
+    a registry, and then interpolate references in the config.
+
+    Parameters
+    ----------
+    deep: bool
+        Should we resolve deeply
+    registry:
+        Registry to use when resolving
+    root: Mapping
+        The root of the config tree. Used for resolving references.
+
+    Returns
+    -------
+    Union[Config, Any]
+    """
+    if root is None:
+        root = self
+
+    if registry is None:
+        from .registry import get_default_registry
+
+        registry = get_default_registry()
+    resolved_locs = {}
+    seen_locs = set()
+
+    def resolve_reference(ref: Reference) -> Any:
+        pat = re.compile(PATH + ":?")
+
+        def replace(match: re.Match):
+            start = match.start()
+            if start > 0 and ref.value[start - 1] == ":":
+                return match.group()
+
+            path = match.group()
+            parts = split_path(path.rstrip(":"))
+
+            # Check if part is any special python keyword
+            if len(parts) == 1 and parts[0] in keyword.kwlist:
+                return match.group()
+            try:
+                return local_names[parts] + ("." if path.endswith(":") else "")
+            except KeyError:
+                raise KeyError(path)
+
+        local_names = {}
+        for match in pat.finditer(ref.value):
+            start = match.start()
+            if start > 0 and ref.value[start - 1] == ":":
+                continue
+            path = match.group()
+            parts = split_path(path.rstrip(":"))
+            if len(parts) == 1 and parts[0] in keyword.kwlist:
+                continue
+            local_names.setdefault(parts, f"var_{len(local_names)}")
+
+        local_leaves = DynamicLocals(local_names, root, resolved_locs, rec)
+
+        replaced = pat.sub(replace, ref.value)
+
+        res = safe_eval(replaced, local_leaves)
+
+        return res
+
+    def rec(obj, loc: Tuple[Union[str, int]] = ()):
+        """
+        Parameters
+        ----------
+        obj: Any
+            The current object being resolved
+        loc: Sequence[str]
+            Internal variable
+            Current path in tree
+
+        Returns
+        -------
+
+        """
+        if id(obj) in resolved_locs:
+            return resolved_locs[id(obj)]
+
+        if id(obj) in seen_locs:
+            raise CyclicReferenceError(tuple(loc))
+
+        seen_locs.add(id(obj))
+
+        if not deep and len(loc) > 1:
+            return obj
+
+        if isinstance(obj, Mapping):
+            resolved = Config({k: rec(v, (*loc, k)) for k, v in obj.items()})
+
+            registries = [
+                (key, value, getattr(registry, key[1:]))
+                for key, value in resolved.items()
+                if key.startswith("@")
+            ]
+            assert (
+                len(registries) <= 1
+            ), f"Cannot resolve using multiple registries at {'.'.join(loc)}"
+
+            if len(registries) == 1:
+                cfg = resolved
+                params = dict(resolved)
+                params.pop(registries[0][0])
+                fn = registries[0][2].get(registries[0][1])
+                try:
+                    resolved = fn(**params)
+                    # The `validate_arguments` decorator has most likely
+                    # already put the resolved config in the registry
+                    # but for components that are instantiated without it
+                    # we need to do it here
+                    Config._store_resolved(resolved, cfg)
+                except ConfitValidationError as e:
+                    e = ConfitValidationError(
+                        errors=patch_errors(e.raw_errors, loc, params),
+                        model=e.model,
+                        name=getattr(e, "name", None),
+                    ).with_traceback(remove_lib_from_traceback(e.__traceback__))
+                    if not is_debug():
+                        e.__cause__ = None
+                        e.__suppress_context__ = True
+                    raise e
+
+        elif isinstance(obj, list):
+            resolved = [rec(v, (*loc, i)) for i, v in enumerate(obj)]
+        elif isinstance(obj, tuple):
+            resolved = tuple(rec(v, (*loc, i)) for i, v in enumerate(obj))
+        elif isinstance(obj, Reference):
+            while True:
+                try:
+                    resolved = resolve_reference(obj)
+                    break
+                except (KeyError, NameError):
+                    raise MissingReference(obj)
+        else:
+            resolved = obj
+
+        resolved_locs[id(obj)] = resolved
+
+        return resolved
+
+    return rec(self, ())
+
    +
    +
    + +
    + +
    + + +

    + merge(*updates, remove_extra=False) + +

    + + +
    + +

    Deep merge two configs. Heavily inspired from thinc's config merge function.

    + + + + + + + + + + + + + + + + + + + +
    PARAMETERDESCRIPTION
    updates +
    +

    Configs to update the original config

    +
    +

    + + TYPE: + Union[Dict[str, Any], Config] + + + DEFAULT: + () + +

    +
    remove_extra +
    +

    If true, restricts update to keys that existed in the original config

    +
    +

    + + TYPE: + bool + + + DEFAULT: + False + +

    +
    + + + + + + + + + + + + + + + +
    RETURNSDESCRIPTION
    + + The new config + + +
    + +
    +
    + +
    + Source code in confit/config.py + 
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    def merge(
+    self,
+    *updates: Union[Dict[str, Any], "Config"],
+    remove_extra: bool = False,
+) -> "Config":
+    """
+    Deep merge two configs. Heavily inspired from `thinc`'s config merge function.
+
+    Parameters
+    ----------
+    updates: Union[Config, Dict]
+        Configs to update the original config
+    remove_extra:
+        If true, restricts update to keys that existed in the original config
+
+    Returns
+    -------
+    The new config
+    """
+
+    def deep_set(current, path, val):
+        if path not in current and remove_extra:
+            return
+        current[path] = val
+
+    def rec(old, new):
+        for key, new_val in list(new.items()):
+            if "." in key:
+                deep_set(old, key, new_val)
+                continue
+
+            if key not in old:
+                if remove_extra:
+                    continue
+                else:
+                    old[key] = new_val
+                    continue
+
+            old_val = old[key]
+            if isinstance(old_val, dict) and isinstance(new_val, dict):
+                old_resolver = next((k for k in old_val if k.startswith("@")), None)
+                new_resolver = next((k for k in new_val if k.startswith("@")), None)
+                if (
+                    new_resolver is not None
+                    and old_resolver is not None
+                    and (
+                        old_resolver != new_resolver
+                        or old_val.get(old_resolver) != new_val.get(new_resolver)
+                    )
+                ):
+                    old[key] = new_val
+                else:
+                    rec(old[key], new_val)
+            else:
+                old[key] = new_val
+        return old
+
+    config = self.copy()
+    for u in updates:
+        rec(config, u)
+    return config
+
    +
    +
    + +
    + +
    + + +

    + copy() + +

    + + +
    + +

    Deep copy of the config, but not of the underlying data. +Should also work with other types of objects (e.g. lists, tuples, etc.)

    +
    Config.copy([1, 2, {"ok": 3}}]) == [1, 2, {"ok": 3}]
+
    + + + + + + + + + + + + + + + +
    RETURNSDESCRIPTION
    + + Any + + +
    + +
    +
    + +
    + Source code in confit/config.py + 
    541
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    def copy(self: T) -> T:
+    """
+    Deep copy of the config, but not of the underlying data.
+    Should also work with other types of objects (e.g. lists, tuples, etc.)
+
+    ```
+    Config.copy([1, 2, {"ok": 3}}]) == [1, 2, {"ok": 3}]
+    ```
+
+    Returns
+    -------
+    Any
+    """
+    seen = {}
+
+    def rec(obj):
+        if id(obj) in seen:
+            return seen[id(obj)]
+        seen[id(obj)] = obj
+        if isinstance(obj, (Config, dict)):
+            return type(obj)(
+                {k: rec(v) for k, v in obj.items()},
+            )
+        elif isinstance(obj, list):
+            return [rec(v) for v in obj]
+        elif isinstance(obj, tuple):
+            return tuple(rec(v) for v in obj)
+        elif isinstance(obj, Reference):
+            return Reference(obj.value)
+        else:
+            return obj
+
+    copy = rec(self)
+    return copy
+
    +
    +
    + +
    + + + +
    + +
    + +
    + + +
    + + +

    + merge_from_disk(config_paths, returned_name='first') + +

    + + +
    + +

    Merge multiple configs loaded from the filesystem +and return the merged config as well as the name of the config

    + + + + + + + + + + + + + + + + + + + +
    PARAMETERDESCRIPTION
    config_paths +
    +

    Paths to the config files

    +
    +

    + + TYPE: + Union[Path, List[Path]] + +

    +
    returned_name +
    +

    If "first", the name of the first config is returned as the name of the merged +config. If "concat", the names of the configs are concatenated with a "+" sign

    +
    +

    + + TYPE: + str + + + DEFAULT: + 'first' + +

    +
    + +
    + Source code in confit/config.py + 
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    def merge_from_disk(
+    config_paths: Union[Path, List[Path]],
+    returned_name: str = "first",
+):
+    """
+    Merge multiple configs loaded from the filesystem
+    and return the merged config as well as the name of the config
+
+    Parameters
+    ----------
+    config_paths: Union[Path, List[Path]]
+        Paths to the config files
+    returned_name: str
+        If "first", the name of the first config is returned as the name of the merged
+        config. If "concat", the names of the configs are concatenated with a "+" sign
+
+    Returns
+    -------
+
+    """
+    assert returned_name in {"first", "concat"}
+    if isinstance(config_paths, Path):
+        config_paths = [config_paths]
+
+    configs = [Config.from_disk(p, resolve=False) for p in config_paths]
+    config_names = [p.stem for p in config_paths]
+
+    name = config_names[0] if returned_name == "first" else "+".join(config_names)
+
+    config = configs.pop(0)
+    return config.merge(*configs), name
+
    +
    +
    + +
    + + + +
    + +
    + +
    + + + + + + +
    +
    + + +
    + +
    + + + +
    +
    +
    +
    + + + + + + + + + + + + + + + + + + \ No newline at end of file diff --git a/main/fr/reference/errors/index.html b/main/fr/reference/errors/index.html new file mode 100644 index 0000000..e3211bd --- /dev/null +++ b/main/fr/reference/errors/index.html @@ -0,0 +1,1516 @@ + + + + + + + + + + + + + + + + confit.errors - Confit + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
    + +
    + + + + + + +
    + + +
    + +
    + + + + + + +
    +
    + + + +
    +
    +
    + + + + +
    +
    +
    + + + +
    +
    +
    + + + +
    +
    +
    + + + +
    +
    + + + + + + + + + +

    confit.errors

    + + +
    + + + + +
    + + + +
    + + + + + + + + +
    + + + +

    + MissingReference + + +

    + + +
    +

    + Bases: Exception

    + + +

    Raised when one or multiple references cannot be resolved.

    + +
    + Source code in confit/errors.py + 
    34
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    class MissingReference(Exception):
+    """
+    Raised when one or multiple references cannot be resolved.
+    """
+
+    def __init__(self, ref: Reference):
+        """
+        Parameters
+        ----------
+        ref: Reference
+            The reference that could not be resolved.
+        """
+        self.ref = ref
+        super().__init__()
+
+    def __str__(self):
+        """
+        String representation of the exception
+        """
+        return "Could not interpolate the following reference: {}".format(self.ref)
+
    +
    + + + +
    + + + + + + + + + +
    + + +

    + __init__(ref) + +

    + + +
    + + + + + + + + + + + + + + + + +
    PARAMETERDESCRIPTION
    ref +
    +

    The reference that could not be resolved.

    +
    +

    + + TYPE: + Reference + +

    +
    + +
    + Source code in confit/errors.py + 
    39
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    def __init__(self, ref: Reference):
+    """
+    Parameters
+    ----------
+    ref: Reference
+        The reference that could not be resolved.
+    """
+    self.ref = ref
+    super().__init__()
+
    +
    +
    + +
    + +
    + + +

    + __str__() + +

    + + +
    + +

    String representation of the exception

    + +
    + Source code in confit/errors.py + 
    49
+50
+51
+52
+53
    def __str__(self):
+    """
+    String representation of the exception
+    """
+    return "Could not interpolate the following reference: {}".format(self.ref)
+
    +
    +
    + +
    + + + +
    + +
    + +
    + +
    + + + +

    + CyclicReferenceError + + +

    + + +
    +

    + Bases: Exception

    + + +

    Raised when a cyclic reference is detected.

    + +
    + Source code in confit/errors.py + 
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    class CyclicReferenceError(Exception):
+    """
+    Raised when a cyclic reference is detected.
+    """
+
+    def __init__(self, path: Loc):
+        """
+        Parameters
+        ----------
+        path: Loc
+            The path of the cyclic reference
+        """
+        self.path = path
+        super().__init__()
+
+    def __str__(self):
+        """
+        String representation of the exception
+        """
+        return "Cyclic reference detected at {}".format(join_path(self.path))
+
    +
    + + + +
    + + + + + + + + + +
    + + +

    + __init__(path) + +

    + + +
    + + + + + + + + + + + + + + + + +
    PARAMETERDESCRIPTION
    path +
    +

    The path of the cyclic reference

    +
    +

    + + TYPE: + Loc + +

    +
    + +
    + Source code in confit/errors.py + 
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    def __init__(self, path: Loc):
+    """
+    Parameters
+    ----------
+    path: Loc
+        The path of the cyclic reference
+    """
+    self.path = path
+    super().__init__()
+
    +
    +
    + +
    + +
    + + +

    + __str__() + +

    + + +
    + +

    String representation of the exception

    + +
    + Source code in confit/errors.py + 
    71
+72
+73
+74
+75
    def __str__(self):
+    """
+    String representation of the exception
+    """
+    return "Cyclic reference detected at {}".format(join_path(self.path))
+
    +
    +
    + +
    + + + +
    + +
    + +
    + + +
    + + +

    + remove_lib_from_traceback(tb) + +

    + + +
    + +

    Remove the lib folder from the traceback

    + +
    + Source code in confit/errors.py + 
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    def remove_lib_from_traceback(tb):
+    """
+    Remove the lib folder from the traceback
+    """
+    # compare package to module in f_globals
+    if is_debug():
+        return tb
+    if tb is not None and tb.tb_frame.f_globals.get("__package__") == __package__:
+        return remove_lib_from_traceback(tb.tb_next)
+    if tb is None or tb.tb_next is None:
+        return tb
+    tb.tb_next = remove_lib_from_traceback(tb.tb_next)
+    return tb
+
    +
    +
    + +
    + +
    + + +

    + to_legacy_error(err, model) + +

    + + +
    + +

    Decorator to convert a Pydantic ValidationError into a ConfitValidationError

    + +
    + Source code in confit/errors.py + 
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    def to_legacy_error(err: pydantic.ValidationError, model: Any) -> LegacyValidationError:
+    """
+    Decorator to convert a Pydantic ValidationError into a ConfitValidationError
+    """
+    if isinstance(err, LegacyValidationError):
+        return err
+    errors = err.errors(include_url=False)
+    raw_errors = []
+    for err in errors:
+        try:
+            vrepr = repr(err["input"])
+        except Exception:  # pragma: no cover
+            vrepr = object.__repr__(err["input"])
+        vrepr = vrepr[:50] + "..." if len(vrepr) > 50 else vrepr
+        err = dict(err)
+        msg = err.pop("msg", "")
+        msg = (msg[0].lower() + msg[1:]) if msg else msg
+        raw_errors.append(
+            ErrorWrapper(
+                exc=err["ctx"]["error"]
+                if "ctx" in err
+                and "error" in err["ctx"]
+                and isinstance(err["ctx"]["error"], BaseException)
+                else PydanticNewStyleError(
+                    **err,
+                    msg=msg,
+                    actual_value=vrepr,
+                    actual_type=type(err["input"]).__name__,
+                ),
+                loc=err["loc"],
+            )
+        )
+    return ConfitValidationError(raw_errors, model=model)
+
    +
    +
    + +
    + +
    + + +

    + patch_errors(errors, path=(), values=None, model=None, special_names=(), drop_names=()) + +

    + + +
    + +

    Patch the location of the errors to add the path prefix and complete +the errors with the actual value if it is available. +This is useful when the errors are raised in a sub-dict of the config.

    + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
    PARAMETERDESCRIPTION
    errors +
    +

    The pydantic errors to patch

    +
    +

    + + TYPE: + T + +

    +
    path +
    +

    The path to add to the errors

    +
    +

    + + TYPE: + Loc + + + DEFAULT: + () + +

    +
    values +
    +

    The values of the config

    +
    +

    + + TYPE: + Dict + + + DEFAULT: + None + +

    +
    special_names +
    +

    The names of the special keys of the model signature, to replace with a wildcard +when encountered in the error path

    +
    +

    + + TYPE: + Sequence[str] + + + DEFAULT: + () + +

    +
    model +
    +

    The model of the config

    +
    +

    + + TYPE: + Optional[BaseModel] + + + DEFAULT: + None + +

    +
    drop_names +
    +

    The names of the keys to drop from the error path

    +
    +

    + + TYPE: + Sequence[str] + + + DEFAULT: + () + +

    +
    + + + + + + + + + + + + + + + +
    RETURNSDESCRIPTION
    + + Union[ValidationError, Sequence[ErrorWrapper], ErrorWrapper] + + +
    +

    The patched errors

    +
    +
    + +
    + Source code in confit/errors.py + 
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    def patch_errors(
+    errors: T,
+    path: Loc = (),
+    values: Dict = None,
+    model: Optional[pydantic.BaseModel] = None,
+    special_names: Sequence[str] = (),
+    drop_names: Sequence[str] = (),
+) -> T:
+    """
+    Patch the location of the errors to add the `path` prefix and complete
+    the errors with the actual value if it is available.
+    This is useful when the errors are raised in a sub-dict of the config.
+
+    Parameters
+    ----------
+    errors: Union[LegacyValidationError, Sequence[ErrorWrapper], ErrorWrapper]
+        The pydantic errors to patch
+    path: Loc
+        The path to add to the errors
+    values: Dict
+        The values of the config
+    special_names: Sequence[str]
+        The names of the special keys of the model signature, to replace with a wildcard
+        when encountered in the error path
+    model: Optional[pydantic.BaseModel]
+        The model of the config
+    drop_names: Sequence[str]
+        The names of the keys to drop from the error path
+
+    Returns
+    -------
+    Union[LegacyValidationError, Sequence[ErrorWrapper], ErrorWrapper]
+        The patched errors
+    """
+    if isinstance(errors, pydantic.ValidationError):
+        errors = to_legacy_error(errors, model).raw_errors
+        errors = patch_errors(errors, path, values, model, special_names, drop_names)
+        return ConfitValidationError(errors, model=model)
+    if isinstance(errors, list):
+        res = []
+        for error in errors:
+            res.extend(
+                patch_errors(error, path, values, model, special_names, drop_names)
+            )
+        return res
+    if isinstance(errors, ErrorWrapper) and isinstance(
+        errors.exc, LegacyValidationError
+    ):
+        try:
+            field_model = model
+            for part in errors.loc_tuple():
+                # if not issubclass(field_model, pydantic.BaseModel) and issubclass(
+                #     field_model.vd.model, pydantic.BaseModel
+                # ):
+                #     field_model = field_model.vd.model
+                if PYDANTIC_V1:
+                    field_model = field_model.__fields__[part]
+                else:
+                    field_model = field_model.model_fields[part]
+                if PYDANTIC_V1:
+                    field_model = field_model.type_
+                else:
+                    field_model = field_model.annotation
+            if (
+                field_model is errors.exc.model
+                or field_model.vd.model is errors.exc.model
+            ):
+                return patch_errors(
+                    errors.exc.raw_errors,
+                    (*path, *errors.loc_tuple()),
+                    values,
+                    model,
+                    special_names,
+                    drop_names,
+                )
+        except (KeyError, AttributeError):  # pragma: no cover
+            print("Could not find model for", errors.loc_tuple())
+
+    if (
+        isinstance(errors.exc, PydanticErrorMixin)
+        and values is not None
+        and errors.loc_tuple()
+        and errors.loc_tuple()[0] in values
+    ):
+        if "actual_value" not in errors.exc.__dict__:
+            actual_value = values
+            for key in errors.loc_tuple():
+                actual_value = actual_value[key]
+            vrepr = repr(actual_value)
+            errors.exc.actual_value = vrepr[:50] + "..." if len(vrepr) > 50 else vrepr
+            errors.exc.actual_type = type(actual_value).__name__
+
+        cls = errors.exc.__class__
+        if cls not in PATCHED_ERRORS_CLS:
+
+            def error_str(self):
+                s = cls.__str__(self)
+                s = (
+                    s + f", got {self.actual_value} ({self.actual_type})"
+                    if hasattr(self, "actual_value")
+                    else s
+                )
+                return s
+
+            new_cls = type(
+                cls.__name__,
+                (cls,),
+                {
+                    "msg_template": cls.msg_template
+                    + ", got {actual_value} ({actual_type})"
+                }
+                if hasattr(cls, "msg_template")
+                else {
+                    "__str__": error_str,
+                },
+            )
+            PATCHED_ERRORS_CLS[cls] = new_cls
+            PATCHED_ERRORS_CLS[new_cls] = new_cls
+        errors.exc.__class__ = PATCHED_ERRORS_CLS[cls]
+
+    if (
+        isinstance(errors.exc, TypeError)
+        and str(errors.exc).startswith("unexpected keyword argument")
+        and ":" in errors.exc.args[0]
+    ):
+        extra_keys = errors.exc.args[0].split(": ")[1].split(", ")
+        return [
+            ErrorWrapper(
+                TypeError("unexpected keyword argument"),
+                (*path, *errors.loc_tuple()[:-1], key.strip("'")),
+            )
+            for key in extra_keys
+        ]
+
+    loc_tuple = errors.loc_tuple()
+    if loc_tuple and loc_tuple[-1] in special_names:
+        loc_tuple = (*loc_tuple[:-1], "[signature]")
+    loc_tuple = tuple(part for part in loc_tuple if part not in drop_names)
+
+    return [
+        ErrorWrapper(
+            errors.exc,
+            (*path, *loc_tuple),
+        )
+    ]
+
    +
    +
    + +
    + + + +
    + +
    + +
    + + + + + + +
    +
    + + +
    + +
    + + + +
    +
    +
    +
    + + + + + + + + + + + + + + + + + + \ No newline at end of file diff --git a/main/fr/reference/index.html b/main/fr/reference/index.html new file mode 100644 index 0000000..fa7df63 --- /dev/null +++ b/main/fr/reference/index.html @@ -0,0 +1,498 @@ + + + + + + + + + + + + + + + + confit - Confit + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
    + +
    + + + + + + +
    + + +
    + +
    + + + + + + +
    +
    + + + +
    +
    +
    + + + + +
    +
    +
    + + + +
    +
    +
    + + + +
    +
    +
    + + + +
    +
    + + + + + + + + + +

    confit

    + + +
    + + + + +
    + + + +
    + + + + + + + + + + + +
    + +
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    + + + + + + + + + + + + + + + + + + \ No newline at end of file diff --git a/main/fr/reference/registry/index.html b/main/fr/reference/registry/index.html new file mode 100644 index 0000000..3c84997 --- /dev/null +++ b/main/fr/reference/registry/index.html @@ -0,0 +1,2621 @@ + + + + + + + + + + + + + + + + confit.registry - Confit + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
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    confit.registry

    + + +
    + + + + +
    + + + +
    + + + + + + + + +
    + + + +

    + VisibleDeprecationWarning + + +

    + + +
    +

    + Bases: UserWarning

    + + +

    Visible deprecation warning.

    +

    By default, python will not show deprecation warnings, so this class +can be used when a very visible warning is helpful, for example because +the usage is most likely a user bug.

    +

    Copied from https://github.com/numpy/numpy/blob/965b41d418e6100c1afae0b6f818a7ef152bc25d/numpy/_globals.py#L44-L51

    + +
    + Source code in confit/registry.py + 
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    class VisibleDeprecationWarning(UserWarning):
+    """
+    Visible deprecation warning.
+
+    By default, python will not show deprecation warnings, so this class
+    can be used when a very visible warning is helpful, for example because
+    the usage is most likely a user bug.
+
+    Copied from https://github.com/numpy/numpy/blob/965b41d418e6100c1afae0b6f818a7ef152bc25d/numpy/_globals.py#L44-L51
+    """  # noqa: E501
+
    +
    + +
    + +
    + +
    + + + +

    + Registry + + +

    + + +
    +

    + Bases: Registry

    + + +

    A registry that validates the input arguments of the registered functions.

    + +
    + Source code in confit/registry.py + 
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    class Registry(catalogue.Registry):
+    """
+    A registry that validates the input arguments of the registered functions.
+    """
+
+    def __init__(self, namespace: Sequence[str], entry_points: bool = False) -> None:
+        """
+        Initialize the registry.
+
+        Parameters
+        ----------
+        namespace: Sequence[str]
+            The namespace of the registry
+        entry_points: bool
+            Should we use entry points to load the registered functions
+        """
+        super().__init__(namespace, entry_points=entry_points)
+        self.registry = None
+
+    def register(
+        self,
+        name: str,
+        *,
+        func: Optional[catalogue.InFunc] = None,
+        save_params: Optional[Dict[str, Any]] = None,
+        skip_save_params: Sequence[str] = (),
+        invoker: Optional[Callable] = None,
+        deprecated: Sequence[str] = (),
+    ) -> Callable[[catalogue.InFunc], catalogue.InFunc]:
+        """
+        This is a convenience wrapper around `catalogue.Registry.register`, that
+        additionally validates the input arguments of the registered function and
+        saves the result of any call to a mapping to its arguments.
+
+        Parameters
+        ----------
+        name: str
+            The name of the function
+        func: Optional[catalogue.InFunc]
+            The function to register
+        save_params: Optional[Dict[str, Any]]
+            Additional parameters to save when the function is called. If falsy,
+            the function parameters are not saved
+        skip_save_params: Sequence[str]
+            List of parameters to skip when saving the function parameters
+        invoker: Optional[Callable] = None,
+            An optional invoker to apply to the function before registering it.
+            It is better to use this than to apply the invoker to the function
+            to preserve the signature of the function or the class and enable
+            validating its parameters.
+        deprecated: Sequence[str]
+            The deprecated registry names for the function
+
+        Returns
+        -------
+        Callable[[catalogue.InFunc], catalogue.InFunc]
+        """
+        registerer = super().register
+
+        save_params = save_params or {f"@{self.namespace[-1]}": name}
+
+        def invoke(func, params):
+            resolved = invoker(func, params) if invoker is not None else func(params)
+            if save_params is not None:
+                params_to_save = {**save_params, **params}
+                for name in skip_save_params:
+                    params_to_save.pop(name, None)
+                Config._store_resolved(resolved, params_to_save)
+            return resolved
+
+        def wrap_and_register(fn: catalogue.InFunc) -> catalogue.InFunc:
+            if save_params is not None:
+                _check_signature_for_save_params(
+                    fn if not isinstance(fn, type) else fn.__init__
+                )
+
+            validated_fn = validate_arguments(
+                fn,
+                config={"arbitrary_types_allowed": True},
+                registry=getattr(self, "registry", None),
+                invoker=invoke,
+            )
+            registerer(name)(validated_fn)
+
+            for deprecated_name in deprecated:
+
+                def make_deprecated_fn(old):
+                    @wraps(fn)
+                    def deprecated_fn(*args, **kwargs):
+                        warnings.warn(
+                            f'"{old}" is deprecated, please use "{name}" instead."',
+                            VisibleDeprecationWarning,
+                        )
+                        return validated_fn(*args, **kwargs)
+
+                    return deprecated_fn
+
+                registerer(deprecated_name)(make_deprecated_fn(deprecated_name))
+
+            return validated_fn
+
+        if func is not None:
+            return wrap_and_register(func)
+        else:
+            return wrap_and_register
+
+    def get_entry_points(self):
+        """Get registered entry points from other packages for this namespace.
+
+        RETURNS (Dict[str, Any]): Entry points, keyed by name.
+        """
+        entrypoints = importlib_metadata.entry_points()
+        if hasattr(entrypoints, "select"):
+            return entrypoints.select(group=self.entry_point_namespace)
+        else:  # dict
+            return entrypoints.get(self.entry_point_namespace, [])
+
+    def get(self, name: str):
+        """
+        Get the registered function for a given name.
+
+        Modified from catalogue.Registry.get to avoid importing
+        all entry points when lookup fails, but rather list the
+        available entry points.
+
+        Parameters
+        ----------
+        name: str
+            The name of the function
+
+        Returns
+        -------
+        catalogue.InFunc
+        """
+        path = list(self.namespace) + [name]
+        try:
+            return catalogue._get(path)
+        except catalogue.RegistryError:
+            if self.entry_points:
+                from_entry_point = self.get_entry_point(name)
+                if from_entry_point:
+                    return from_entry_point
+            if not catalogue.check_exists(*path):
+                raise catalogue.RegistryError(
+                    f"Can't find '{name}' in registry {' -> '.join(self.namespace)}. "
+                    f"Available names: "
+                    f"{', '.join(sorted(self.get_available())) or 'none'}"
+                )
+            return catalogue._get(path)
+
+    def get_available(self) -> Sequence[str]:
+        """Get all functions for a given namespace.
+
+        namespace (Tuple[str]): The namespace to get.
+        RETURNS (Dict[str, Any]): The functions, keyed by name.
+        """
+        result = set()
+        if self.entry_points:
+            result.update({p.name for p in self._get_entry_points()})
+        for keys in catalogue.REGISTRY.copy().keys():
+            if len(self.namespace) == len(keys) - 1 and all(
+                self.namespace[i] == keys[i] for i in range(len(self.namespace))
+            ):
+                result.add(keys[-1])
+        return sorted(result)
+
    +
    + + + +
    + + + + + + + + + +
    + + +

    + __init__(namespace, entry_points=False) + +

    + + +
    + +

    Initialize the registry.

    + + + + + + + + + + + + + + + + + + + +
    PARAMETERDESCRIPTION
    namespace +
    +

    The namespace of the registry

    +
    +

    + + TYPE: + Sequence[str] + +

    +
    entry_points +
    +

    Should we use entry points to load the registered functions

    +
    +

    + + TYPE: + bool + + + DEFAULT: + False + +

    +
    + +
    + Source code in confit/registry.py + 
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    def __init__(self, namespace: Sequence[str], entry_points: bool = False) -> None:
+    """
+    Initialize the registry.
+
+    Parameters
+    ----------
+    namespace: Sequence[str]
+        The namespace of the registry
+    entry_points: bool
+        Should we use entry points to load the registered functions
+    """
+    super().__init__(namespace, entry_points=entry_points)
+    self.registry = None
+
    +
    +
    + +
    + +
    + + +

    + register(name, *, func=None, save_params=None, skip_save_params=(), invoker=None, deprecated=()) + +

    + + +
    + +

    This is a convenience wrapper around catalogue.Registry.register, that +additionally validates the input arguments of the registered function and +saves the result of any call to a mapping to its arguments.

    + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
    PARAMETERDESCRIPTION
    name +
    +

    The name of the function

    +
    +

    + + TYPE: + str + +

    +
    func +
    +

    The function to register

    +
    +

    + + TYPE: + Optional[InFunc] + + + DEFAULT: + None + +

    +
    save_params +
    +

    Additional parameters to save when the function is called. If falsy, +the function parameters are not saved

    +
    +

    + + TYPE: + Optional[Dict[str, Any]] + + + DEFAULT: + None + +

    +
    skip_save_params +
    +

    List of parameters to skip when saving the function parameters

    +
    +

    + + TYPE: + Sequence[str] + + + DEFAULT: + () + +

    +
    invoker +
    +

    An optional invoker to apply to the function before registering it. +It is better to use this than to apply the invoker to the function +to preserve the signature of the function or the class and enable +validating its parameters.

    +
    +

    + + TYPE: + Optional[Callable] + + + DEFAULT: + None + +

    +
    deprecated +
    +

    The deprecated registry names for the function

    +
    +

    + + TYPE: + Sequence[str] + + + DEFAULT: + () + +

    +
    + + + + + + + + + + + + + + + +
    RETURNSDESCRIPTION
    + + Callable[[InFunc], InFunc] + + +
    + +
    +
    + +
    + Source code in confit/registry.py + 
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    def register(
+    self,
+    name: str,
+    *,
+    func: Optional[catalogue.InFunc] = None,
+    save_params: Optional[Dict[str, Any]] = None,
+    skip_save_params: Sequence[str] = (),
+    invoker: Optional[Callable] = None,
+    deprecated: Sequence[str] = (),
+) -> Callable[[catalogue.InFunc], catalogue.InFunc]:
+    """
+    This is a convenience wrapper around `catalogue.Registry.register`, that
+    additionally validates the input arguments of the registered function and
+    saves the result of any call to a mapping to its arguments.
+
+    Parameters
+    ----------
+    name: str
+        The name of the function
+    func: Optional[catalogue.InFunc]
+        The function to register
+    save_params: Optional[Dict[str, Any]]
+        Additional parameters to save when the function is called. If falsy,
+        the function parameters are not saved
+    skip_save_params: Sequence[str]
+        List of parameters to skip when saving the function parameters
+    invoker: Optional[Callable] = None,
+        An optional invoker to apply to the function before registering it.
+        It is better to use this than to apply the invoker to the function
+        to preserve the signature of the function or the class and enable
+        validating its parameters.
+    deprecated: Sequence[str]
+        The deprecated registry names for the function
+
+    Returns
+    -------
+    Callable[[catalogue.InFunc], catalogue.InFunc]
+    """
+    registerer = super().register
+
+    save_params = save_params or {f"@{self.namespace[-1]}": name}
+
+    def invoke(func, params):
+        resolved = invoker(func, params) if invoker is not None else func(params)
+        if save_params is not None:
+            params_to_save = {**save_params, **params}
+            for name in skip_save_params:
+                params_to_save.pop(name, None)
+            Config._store_resolved(resolved, params_to_save)
+        return resolved
+
+    def wrap_and_register(fn: catalogue.InFunc) -> catalogue.InFunc:
+        if save_params is not None:
+            _check_signature_for_save_params(
+                fn if not isinstance(fn, type) else fn.__init__
+            )
+
+        validated_fn = validate_arguments(
+            fn,
+            config={"arbitrary_types_allowed": True},
+            registry=getattr(self, "registry", None),
+            invoker=invoke,
+        )
+        registerer(name)(validated_fn)
+
+        for deprecated_name in deprecated:
+
+            def make_deprecated_fn(old):
+                @wraps(fn)
+                def deprecated_fn(*args, **kwargs):
+                    warnings.warn(
+                        f'"{old}" is deprecated, please use "{name}" instead."',
+                        VisibleDeprecationWarning,
+                    )
+                    return validated_fn(*args, **kwargs)
+
+                return deprecated_fn
+
+            registerer(deprecated_name)(make_deprecated_fn(deprecated_name))
+
+        return validated_fn
+
+    if func is not None:
+        return wrap_and_register(func)
+    else:
+        return wrap_and_register
+
    +
    +
    + +
    + +
    + + +

    + get_entry_points() + +

    + + +
    + +

    Get registered entry points from other packages for this namespace.

    +

    RETURNS (Dict[str, Any]): Entry points, keyed by name.

    + +
    + Source code in confit/registry.py + 
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    def get_entry_points(self):
+    """Get registered entry points from other packages for this namespace.
+
+    RETURNS (Dict[str, Any]): Entry points, keyed by name.
+    """
+    entrypoints = importlib_metadata.entry_points()
+    if hasattr(entrypoints, "select"):
+        return entrypoints.select(group=self.entry_point_namespace)
+    else:  # dict
+        return entrypoints.get(self.entry_point_namespace, [])
+
    +
    +
    + +
    + +
    + + +

    + get(name) + +

    + + +
    + +

    Get the registered function for a given name.

    +

    Modified from catalogue.Registry.get to avoid importing +all entry points when lookup fails, but rather list the +available entry points.

    + + + + + + + + + + + + + + + +
    PARAMETERDESCRIPTION
    name +
    +

    The name of the function

    +
    +

    + + TYPE: + str + +

    +
    + + + + + + + + + + + + + + + +
    RETURNSDESCRIPTION
    + + InFunc + + +
    + +
    +
    + +
    + Source code in confit/registry.py + 
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    def get(self, name: str):
+    """
+    Get the registered function for a given name.
+
+    Modified from catalogue.Registry.get to avoid importing
+    all entry points when lookup fails, but rather list the
+    available entry points.
+
+    Parameters
+    ----------
+    name: str
+        The name of the function
+
+    Returns
+    -------
+    catalogue.InFunc
+    """
+    path = list(self.namespace) + [name]
+    try:
+        return catalogue._get(path)
+    except catalogue.RegistryError:
+        if self.entry_points:
+            from_entry_point = self.get_entry_point(name)
+            if from_entry_point:
+                return from_entry_point
+        if not catalogue.check_exists(*path):
+            raise catalogue.RegistryError(
+                f"Can't find '{name}' in registry {' -> '.join(self.namespace)}. "
+                f"Available names: "
+                f"{', '.join(sorted(self.get_available())) or 'none'}"
+            )
+        return catalogue._get(path)
+
    +
    +
    + +
    + +
    + + +

    + get_available() + +

    + + +
    + +

    Get all functions for a given namespace.

    +

    namespace (Tuple[str]): The namespace to get. +RETURNS (Dict[str, Any]): The functions, keyed by name.

    + +
    + Source code in confit/registry.py + 
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    def get_available(self) -> Sequence[str]:
+    """Get all functions for a given namespace.
+
+    namespace (Tuple[str]): The namespace to get.
+    RETURNS (Dict[str, Any]): The functions, keyed by name.
+    """
+    result = set()
+    if self.entry_points:
+        result.update({p.name for p in self._get_entry_points()})
+    for keys in catalogue.REGISTRY.copy().keys():
+        if len(self.namespace) == len(keys) - 1 and all(
+            self.namespace[i] == keys[i] for i in range(len(self.namespace))
+        ):
+            result.add(keys[-1])
+    return sorted(result)
+
    +
    +
    + +
    + + + +
    + +
    + +
    + +
    + + + +

    + MetaRegistryCollection + + +

    + + +
    +

    + Bases: type

    + + +

    A metaclass for the registry collection that adds it as the +registry collection of all registries defined in the body of the class.

    + +
    + Source code in confit/registry.py + 
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    class MetaRegistryCollection(type):
+    """
+    A metaclass for the registry collection that adds it as the
+    registry collection of all registries defined in the body of the class.
+    """
+
+    def __setattr__(self, key, value):
+        assert isinstance(value, Registry)
+        value.registry = self
+        super().__setattr__(key, value)
+
+    def __init__(cls, name, bases, dct):
+        """
+        Initialize the registry collection by adding it-self as the registry collection
+        of all registries.
+
+        Parameters
+        ----------
+        name
+        bases
+        dct
+        """
+        super().__init__(name, bases, dct)
+        for key, value in dct.items():
+            if isinstance(value, Registry):
+                value.registry = cls
+
    +
    + + + +
    + + + + + + + + + +
    + + +

    + __init__(name, bases, dct) + +

    + + +
    + +

    Initialize the registry collection by adding it-self as the registry collection +of all registries.

    + + + + + + + + + + + + + + + + + + + + + + + +
    PARAMETERDESCRIPTION
    name +
    + +
    +

    +

    +
    bases +
    + +
    +

    +

    +
    dct +
    + +
    +

    +

    +
    + +
    + Source code in confit/registry.py + 
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    def __init__(cls, name, bases, dct):
+    """
+    Initialize the registry collection by adding it-self as the registry collection
+    of all registries.
+
+    Parameters
+    ----------
+    name
+    bases
+    dct
+    """
+    super().__init__(name, bases, dct)
+    for key, value in dct.items():
+        if isinstance(value, Registry):
+            value.registry = cls
+
    +
    +
    + +
    + + + +
    + +
    + +
    + +
    + + + +

    + RegistryCollection + + +

    + + +
    + + +

    A collection of registries.

    +

    ```python +class MyRegistries(RegistryCollection): + my_registry = Registry(("package_name", "my_registry"), entry_points=True) + my_other_registry = Registry(("package_name", "my_other_registry"))

    + +
    + Source code in confit/registry.py + 
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    class RegistryCollection(metaclass=MetaRegistryCollection):
+    """
+    A collection of registries.
+
+    ```python
+    class MyRegistries(RegistryCollection):
+        my_registry = Registry(("package_name", "my_registry"), entry_points=True)
+        my_other_registry = Registry(("package_name", "my_other_registry"))
+    """
+
    +
    + +
    + +
    + + +
    + + +

    + validate_arguments(func=None, *, config=None, invoker=None, registry=None) + +

    + + +
    + +

    Decorator to validate the arguments passed to a function and store the result +in a mapping from results to call parameters (allowing

    + + + + + + + + + + + + + + + + + + + + + + + + + + + +
    PARAMETERDESCRIPTION
    func +
    +

    The function or class to call

    +
    +

    + + TYPE: + Optional[Func] + + + DEFAULT: + None + +

    +
    config +
    +

    The validation configuration object

    +
    +

    + + TYPE: + Dict + + + DEFAULT: + None + +

    +
    invoker +
    +

    An optional invoker to apply on the validated function

    +
    +

    + + TYPE: + Optional[Callable[[Callable, Dict[str, Any]], Any]] + + + DEFAULT: + None + +

    +
    registry +
    +

    The registry to use to resolve the default parameters

    +
    +

    + + TYPE: + Any + + + DEFAULT: + None + +

    +
    + + + + + + + + + + + + + + + +
    RETURNSDESCRIPTION
    + + Any + + +
    + +
    +
    + +
    + Source code in confit/registry.py + 
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    def validate_arguments(
+    func: Optional[Func] = None,
+    *,
+    config: Dict = None,
+    invoker: Optional[Callable[[Callable, Dict[str, Any]], Any]] = None,
+    registry: Any = None,
+) -> Union[Func, Callable[[Func], Func]]:
+    """
+    Decorator to validate the arguments passed to a function and store the result
+    in a mapping from results to call parameters (allowing
+
+    Parameters
+    ----------
+    func: Callable
+        The function or class to call
+    config: Dict
+        The validation configuration object
+    invoker: Optional[Callable]
+        An optional invoker to apply on the validated function
+    registry: Any
+        The registry to use to resolve the default parameters
+
+    Returns
+    -------
+    Any
+    """
+    if config is None:
+        config = {}
+    config = {**config, "arbitrary_types_allowed": True}
+
+    def validate(_func: Callable) -> Callable:
+        if isinstance(_func, type):
+            _func: type
+            if hasattr(_func.__init__, "__wrapped__"):
+                vd = ValidatedFunction(_func.__init__.__wrapped__, config)
+            else:
+                vd = ValidatedFunction(_func.__init__, config)
+            vd.model.__name__ = _func.__name__
+            if PYDANTIC_V1:
+                vd.model.__fields__["self"].default = None
+            else:
+                vd.model.model_fields["self"].default = None
+
+            # This function is called by Pydantic when asked to cast
+            # a value (most likely a dict) as a Model (most often during
+            # a function call)
+
+            old_get_validators = (
+                _func.__get_validators__
+                if hasattr(_func, "__get_validators__")
+                else None
+            )
+            old_get_pydantic_core_schema = (
+                _func.__get_pydantic_core_schema__
+                if hasattr(_func, "__get_pydantic_core_schema__")
+                else None
+            )
+
+            def __get_validators__():
+                """
+                This function is called by Pydantic when asked to cast
+                a value (most likely a dict) as a Model (most often during
+                a function call)
+
+                Yields
+                -------
+                Callable
+                    The validator function
+                """
+
+                def _validate(value):
+                    if isinstance(value, dict):
+                        value = Config(value).resolve(registry=registry)
+
+                    if old_get_validators is not None:
+                        for validator in old_get_validators():
+                            value = validator(value)
+
+                    if isinstance(value, _func):
+                        return value
+
+                    return _func(**value)
+
+                yield _validate
+
+            def __get_pydantic_core_schema__(*args, **kwargs):
+                from pydantic_core import core_schema
+
+                def pre_validate(value):
+                    if isinstance(value, dict):
+                        value = Config(value).resolve(registry=registry)
+                    return value
+
+                def post_validate(value):
+                    if isinstance(value, _func):
+                        return value
+
+                    return _func(**value)
+
+                return core_schema.chain_schema(
+                    [
+                        core_schema.no_info_plain_validator_function(pre_validate),
+                        *(
+                            (old_get_pydantic_core_schema(*args, **kwargs),)
+                            if old_get_pydantic_core_schema
+                            else (
+                                core_schema.no_info_plain_validator_function(fn)
+                                for fn in old_get_validators()
+                            )
+                            if old_get_validators is not None
+                            else ()
+                        ),
+                        core_schema.no_info_plain_validator_function(post_validate),
+                    ]
+                )
+
+            # This function is called when we do Model(variable=..., other=...)
+            @wraps(
+                vd.raw_function,
+                assigned=(
+                    "__module__",
+                    "__name__",
+                    "__qualname__",
+                    "__doc__",
+                    "__annotations__",
+                    "__defaults__",
+                    "__kwdefaults__",
+                ),
+            )
+            def wrapper_function(*args: Any, **kwargs: Any) -> Any:
+                try:
+                    return _resolve_and_validate_call(
+                        args=args,
+                        kwargs=kwargs,
+                        pydantic_func=vd,
+                        use_self=True,
+                        invoker=invoker,
+                        callee=_func,
+                    )
+                except Exception as e:
+                    if not is_debug() and isinstance(
+                        e.__context__, (ValidationError, LegacyValidationError)
+                    ):
+                        e.__cause__ = None
+                        e.__suppress_context__ = True
+                    raise e.with_traceback(remove_lib_from_traceback(e.__traceback__))
+
+            _func.vd = vd
+            if PYDANTIC_V1:
+                _func.__get_validators__ = __get_validators__
+            else:
+                _func.__get_pydantic_core_schema__ = __get_pydantic_core_schema__
+            # _func.model = vd.model
+            # _func.model.type_ = _func
+            _func.__init__ = wrapper_function
+            _func.__init__.__wrapped__ = vd.raw_function
+            return _func
+
+        else:
+            vd = ValidatedFunction(_func, config)
+
+            @wraps(
+                _func,
+                assigned=(
+                    "__module__",
+                    "__name__",
+                    "__qualname__",
+                    "__doc__",
+                    "__annotations__",
+                    "__defaults__",
+                    "__kwdefaults__",
+                    "__signature__",
+                ),
+            )
+            def wrapper_function(*args: Any, **kwargs: Any) -> Any:
+                try:
+                    return _resolve_and_validate_call(
+                        args=args,
+                        kwargs=kwargs,
+                        pydantic_func=vd,
+                        use_self=False,
+                        invoker=invoker,
+                        callee=_func,
+                    )
+                except Exception as e:
+                    if not is_debug() and isinstance(
+                        e.__cause__, (ValidationError, LegacyValidationError)
+                    ):
+                        e.__cause__ = None
+                        e.__suppress_context__ = True
+                    raise e.with_traceback(remove_lib_from_traceback(e.__traceback__))
+
+            wrapper_function.vd = vd  # type: ignore
+            wrapper_function.validate = vd.init_model_instance  # type: ignore
+            wrapper_function.__wrapped__ = vd.raw_function  # type: ignore
+            wrapper_function.model = vd.model  # type: ignore
+            return wrapper_function
+
+    if func:
+        return validate(func)
+    else:
+        return validate
+
    +
    +
    + +
    + +
    + + +

    + get_default_registry() + +

    + + +
    + +

    Get the default registered registry.

    + + + + + + + + + + + + + + + +
    RETURNSDESCRIPTION
    + + Registry + + +
    + +
    +
    + +
    + Source code in confit/registry.py + 
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    def get_default_registry() -> Any:
+    """
+    Get the default registered registry.
+
+    Returns
+    -------
+    Registry
+    """
+    return _default_registry
+
    +
    +
    + +
    + +
    + + +

    + set_default_registry(registry) + +

    + + +
    + +

    Set the default registered registry. This is used in +Config.resolve() when no registry is provided.

    + + + + + + + + + + + + + + + +
    PARAMETERDESCRIPTION
    registry +
    + +
    +

    + + TYPE: + CustomRegistry + +

    +
    + + + + + + + + + + + + + + + +
    RETURNSDESCRIPTION
    + + Registry + + +
    + +
    +
    + +
    + Source code in confit/registry.py + 
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    def set_default_registry(registry: CustomRegistry) -> CustomRegistry:
+    """
+    Set the default registered registry. This is used in
+    [`Config.resolve()`][confit.config.Config.resolve] when no registry is provided.
+
+    Parameters
+    ----------
+    registry: Registry
+
+    Returns
+    -------
+    Registry
+    """
+    global _default_registry
+    _default_registry = registry
+    return registry
+
    +
    +
    + +
    + + + +
    + +
    + +
    + + + + + + +
    +
    + + +
    + +
    + + + +
    +
    +
    +
    + + + + + + + + + + + + + + + + + + \ No newline at end of file diff --git a/main/fr/reference/utils/collections/index.html b/main/fr/reference/utils/collections/index.html new file mode 100644 index 0000000..0103920 --- /dev/null +++ b/main/fr/reference/utils/collections/index.html @@ -0,0 +1,848 @@ + + + + + + + + + + + + + + + + confit.utils.collections - Confit + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
    + +
    + + + + + + +
    + + +
    + +
    + + + + + + +
    +
    + + + +
    +
    +
    + + + + +
    +
    +
    + + + +
    +
    +
    + + + +
    +
    +
    + + + +
    +
    + + + + + + + + + +

    confit.utils.collections

    + + +
    + + + + +
    + + + +
    + + + + + + + + + +
    + + +

    + join_path(path) + +

    + + +
    + +

    Join a path into a string and quotes subpaths that contain dots.

    + + + + + + + + + + + + + + + +
    PARAMETERDESCRIPTION
    path +
    + +
    +

    +

    +
    + + + + + + + + + + + + + + + +
    RETURNSDESCRIPTION
    + + str + + +
    + +
    +
    + +
    + Source code in confit/utils/collections.py + 
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    def join_path(path):
+    """
+    Join a path into a string and quotes subpaths that contain dots.
+
+    Parameters
+    ----------
+    path: Tuple[Union[int, str]]
+
+    Returns
+    -------
+    str
+    """
+    return ".".join(
+        repr(x) if not isinstance(x, str) or split_path(x.strip()) != (x,) else x
+        for x in path
+    )
+
    +
    +
    + +
    + +
    + + +

    + split_path(path) + +

    + + +
    + +

    Split a path around "." into a tuple of strings and ints. +If a sub-path is quoted, it will be returned as a full non-split string.

    + + + + + + + + + + + + + + + +
    PARAMETERDESCRIPTION
    path +
    + +
    +

    + + TYPE: + str + +

    +
    + +
    + Source code in confit/utils/collections.py + 
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    def split_path(path: str) -> Tuple[Union[int, str]]:
+    """
+    Split a path around "." into a tuple of strings and ints.
+    If a sub-path is quoted, it will be returned as a full non-split string.
+
+    Parameters
+    ----------
+    path: str
+
+    Returns
+    -------
+
+    """
+    offset = 0
+    result = []
+    for match in re.finditer(KEY_PART, str(path)):
+        assert match.start() == offset, f"Malformed path: {path!r} in config"
+        offset = match.end()
+        part = next((g for g in match.groups() if g is not None))
+        result.append(int(part) if part.isdigit() else part)
+        if offset == len(path):
+            break
+    return tuple(result)
+
    +
    +
    + +
    + +
    + + +

    + flatten_sections(root) + +

    + + +
    + +

    Flatten a nested dict of dicts into a "flat" dict of dict.

    + + + + + + + + + + + + + + + +
    PARAMETERDESCRIPTION
    root +
    +

    The root dict to flatten

    +
    +

    + + TYPE: + Dict[str, Any] + +

    +
    + + + + + + + + + + + + + + + +
    RETURNSDESCRIPTION
    + + Dict[str, Dict[str, Any]] + + +
    + +
    +
    + +
    + Source code in confit/utils/collections.py + 
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    def flatten_sections(root: Dict[str, Any]) -> Dict[str, Any]:
+    """
+    Flatten a nested dict of dicts into a "flat" dict of dict.
+
+    Parameters
+    ----------
+    root: Dict[str, Any]
+        The root dict to flatten
+
+    Returns
+    -------
+    Dict[str, Dict[str, Any]]
+    """
+    res = collections.defaultdict(lambda: {})
+
+    def rec(d, path):
+        res.setdefault(join_path(path), {})
+        section = {}
+        for k, v in d.items():
+            if isinstance(v, dict):
+                rec(v, (*path, k))
+            else:
+                section[k] = v
+        res[join_path(path)].update(section)
+
+    rec(root, ())
+    root_level = res.pop("", None)
+    if root_level is not None and len(root_level) > 0:
+        raise Exception("Cannot dump root level config", root_level)
+    return dict(res)
+
    +
    +
    + +
    + + + +
    + +
    + +
    + + + + + + +
    +
    + + +
    + +
    + + + +
    +
    +
    +
    + + + + + + + + + + + + + + + + + + \ No newline at end of file diff --git a/main/fr/reference/utils/eval/index.html b/main/fr/reference/utils/eval/index.html new file mode 100644 index 0000000..4cb5c8f --- /dev/null +++ b/main/fr/reference/utils/eval/index.html @@ -0,0 +1,872 @@ + + + + + + + + + + + + + + + + confit.utils.eval - Confit + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
    + +
    + + + + + + +
    + + +
    + +
    + + + + + + +
    +
    + + + +
    +
    +
    + + + + +
    +
    +
    + + + +
    +
    +
    + + + +
    +
    +
    + + + +
    +
    + + + + + + + + + +

    confit.utils.eval

    + + +
    + + + + +
    + + + +
    + + + + + + + + +
    + + + +

    + Transformer + + +

    + + +
    +

    + Bases: NodeTransformer

    + + +

    An ast NodeTransformer that only allows a subset of the Python AST.

    + +
    + Source code in confit/utils/eval.py + 
     5
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    class Transformer(ast.NodeTransformer):
+    """
+    An ast NodeTransformer that only allows a subset of the Python AST.
+    """
+
+    ALLOWED_NODE_TYPES = {
+        "Expression",
+        "Attribute",
+        "Slice",
+        "Subscript",
+        "Index",
+        "Constant",
+        "Tuple",
+        "Name",
+        "Load",
+        "Str",
+        "BinOp",
+        "Num",
+        "List",
+        "Dict",
+        "Set",
+        "Add",
+        "Sub",
+        "Mult",
+        "Div",
+        "FloorDiv",
+        "Mod",
+        "Pow",
+        "LShift",
+        "RShift",
+        "BitOr",
+        "BitXor",
+        "BitAnd",
+        "MatMult",
+        "And",
+        "Or",
+        "Compare",
+        "Eq",
+        "NotEq",
+        "Lt",
+        "LtE",
+        "Gt",
+        "GtE",
+        "Is",
+        "IsNot",
+        "In",
+        "NotIn",
+        "Starred",
+        "IfExp",
+    }
+
+    def generic_visit(self, node):
+        """
+        Checks that the node type is allowed.
+        """
+        nodetype = type(node).__name__
+        if nodetype not in self.ALLOWED_NODE_TYPES:
+            raise RuntimeError(f"Invalid expression: {nodetype} not allowed !")
+
+        return ast.NodeTransformer.generic_visit(self, node)
+
    +
    + + + +
    + + + + + + + + + +
    + + +

    + generic_visit(node) + +

    + + +
    + +

    Checks that the node type is allowed.

    + +
    + Source code in confit/utils/eval.py + 
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    def generic_visit(self, node):
+    """
+    Checks that the node type is allowed.
+    """
+    nodetype = type(node).__name__
+    if nodetype not in self.ALLOWED_NODE_TYPES:
+        raise RuntimeError(f"Invalid expression: {nodetype} not allowed !")
+
+    return ast.NodeTransformer.generic_visit(self, node)
+
    +
    +
    + +
    + + + +
    + +
    + +
    + + +
    + + +

    + safe_eval(source, locals_dict=None) + +

    + + +
    + +

    Evaluate a Python string expression in a safe way. +For instance, imports, function calls and builtins are disabled.

    + + + + + + + + + + + + + + + + + + + +
    PARAMETERDESCRIPTION
    source +
    +

    The expression to evaluate

    +
    +

    + + TYPE: + str + +

    +
    locals_dict +
    +

    The local variables to use in the evaluation

    +
    +

    + + TYPE: + Optional[Dict[str, Any]] + + + DEFAULT: + None + +

    +
    + + + + + + + + + + + + + + + +
    RETURNSDESCRIPTION
    + + Any + + +
    +

    The result of the evaluation

    +
    +
    + +
    + Source code in confit/utils/eval.py + 
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    def safe_eval(source: str, locals_dict: Optional[Dict[str, Any]] = None):
+    """
+    Evaluate a Python string expression in a safe way.
+    For instance, imports, function calls and builtins are disabled.
+
+
+    Parameters
+    ----------
+    source: str
+        The expression to evaluate
+    locals_dict: Optional[Dict[str, Any]]
+        The local variables to use in the evaluation
+
+    Returns
+    -------
+    Any
+        The result of the evaluation
+    """
+    tree = ast.parse(source, mode="eval")
+
+    transformer.visit(tree)
+    clause = compile(tree, "<AST>", "eval")
+    result = eval(clause, {"__builtins__": {}}, locals_dict)
+
+    return result
+
    +
    +
    + +
    + + + +
    + +
    + +
    + + + + + + +
    +
    + + +
    + +
    + + + +
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    confit.utils

    + + +
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    + +
    + +
    + + + + + + +
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    + + + + + + + + + + + + + + + + + + \ No newline at end of file diff --git a/main/fr/reference/utils/random/index.html b/main/fr/reference/utils/random/index.html new file mode 100644 index 0000000..cf8aca7 --- /dev/null +++ b/main/fr/reference/utils/random/index.html @@ -0,0 +1,1024 @@ + + + + + + + + + + + + + + + + confit.utils.random - Confit + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
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    + + + + + + + + + +

    confit.utils.random

    + + +
    + + + + +
    + + + +
    + + + + + + + + +
    + + + +

    + set_seed + + +

    + + +
    + + +
    + Source code in confit/utils/random.py + 
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    class set_seed:
+    def __init__(self, seed, cuda: Optional[bool] = None):
+        """
+        Set seed values for random generators.
+        If used as a context, restore the random state
+        used before entering the context.
+
+        Parameters
+        ----------
+        seed: int
+            Value used as a seed.
+        cuda: bool
+            Saves the cuda random states too
+        """
+        # if seed is True:
+        #     seed = random.randint(1, 2**16)
+        seed = random.randint(1, 2**16) if seed is True else seed
+        self.state = get_random_generator_state(cuda)
+        if seed is not None:
+            random.seed(seed)
+            try:
+                import torch
+
+                torch.manual_seed(seed)
+                if cuda or (
+                    cuda is None and torch.cuda.is_available()
+                ):  # pragma: no cover
+                    torch.cuda.manual_seed(seed)
+                    torch.cuda.manual_seed_all(seed)
+            except ImportError:  # pragma: no cover
+                pass
+            try:
+                import numpy
+
+                numpy.random.seed(seed)
+            except ImportError:  # pragma: no cover
+                pass
+
+    def __enter__(self):
+        return self
+
+    def __exit__(self, exc_type, exc_val, exc_tb):
+        set_random_generator_state(self.state)
+
    +
    + + + +
    + + + + + + + + + +
    + + +

    + __init__(seed, cuda=None) + +

    + + +
    + +

    Set seed values for random generators. +If used as a context, restore the random state +used before entering the context.

    + + + + + + + + + + + + + + + + + + + +
    PARAMETERDESCRIPTION
    seed +
    +

    Value used as a seed.

    +
    +

    +

    +
    cuda +
    +

    Saves the cuda random states too

    +
    +

    + + TYPE: + Optional[bool] + + + DEFAULT: + None + +

    +
    + +
    + Source code in confit/utils/random.py + 
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    def __init__(self, seed, cuda: Optional[bool] = None):
+    """
+    Set seed values for random generators.
+    If used as a context, restore the random state
+    used before entering the context.
+
+    Parameters
+    ----------
+    seed: int
+        Value used as a seed.
+    cuda: bool
+        Saves the cuda random states too
+    """
+    # if seed is True:
+    #     seed = random.randint(1, 2**16)
+    seed = random.randint(1, 2**16) if seed is True else seed
+    self.state = get_random_generator_state(cuda)
+    if seed is not None:
+        random.seed(seed)
+        try:
+            import torch
+
+            torch.manual_seed(seed)
+            if cuda or (
+                cuda is None and torch.cuda.is_available()
+            ):  # pragma: no cover
+                torch.cuda.manual_seed(seed)
+                torch.cuda.manual_seed_all(seed)
+        except ImportError:  # pragma: no cover
+            pass
+        try:
+            import numpy
+
+            numpy.random.seed(seed)
+        except ImportError:  # pragma: no cover
+            pass
+
    +
    +
    + +
    + + + +
    + +
    + +
    + + +
    + + +

    + get_random_generator_state(cuda=None) + +

    + + +
    + +

    Get the torch, numpy and random random generator state.

    + + + + + + + + + + + + + + + +
    PARAMETERDESCRIPTION
    cuda +
    +

    Saves the cuda random states too

    +
    +

    + + DEFAULT: + None + +

    +
    + + + + + + + + + + + + + + + +
    RETURNSDESCRIPTION
    + + RandomGeneratorState + + +
    + +
    +
    + +
    + Source code in confit/utils/random.py + 
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    def get_random_generator_state(cuda=None):
+    """
+    Get the `torch`, `numpy` and `random` random generator state.
+    Parameters
+    ----------
+    cuda: bool
+        Saves the cuda random states too
+
+    Returns
+    -------
+    RandomGeneratorState
+    """
+    torch_state = torch_cuda_state = numpy_state = None
+    random_state = random.getstate()
+    try:
+        import torch
+
+        torch_state = torch.random.get_rng_state()
+        if cuda or (cuda is None and torch.cuda.is_available()):  # pragma: no cover
+            torch_cuda_state = torch.cuda.get_rng_state_all()
+
+    except ImportError:  # pragma: no cover
+        pass
+    try:
+        import numpy
+
+        numpy_state = numpy.random.get_state()
+    except ImportError:  # pragma: no cover
+        pass
+    return RandomGeneratorState(
+        random_state,
+        torch_state,
+        numpy_state,
+        torch_cuda_state,
+    )
+
    +
    +
    + +
    + +
    + + +

    + set_random_generator_state(state) + +

    + + +
    + +

    Set the torch, numpy and random random generator state.

    + + + + + + + + + + + + + + + +
    PARAMETERDESCRIPTION
    state +
    + +
    +

    +

    +
    + +
    + Source code in confit/utils/random.py + 
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    def set_random_generator_state(state):
+    """
+    Set the `torch`, `numpy` and `random` random generator state.
+    Parameters
+    ----------
+    state: RandomGeneratorState
+    """
+    random.setstate(state.random)
+    if state.torch is not None:
+        import torch
+
+        torch.random.set_rng_state(state.torch)
+        if (
+            state.torch_cuda is not None
+            and torch.cuda.is_available()
+            and len(state.torch_cuda) == torch.cuda.device_count()
+        ):  # pragma: no cover
+            torch.cuda.set_rng_state_all(state.torch_cuda)
+    if state.numpy is not None:
+        import numpy
+
+        numpy.random.set_state(state.numpy)
+
    +
    +
    + +
    + + + +
    + +
    + +
    + + + + + + +
    +
    + + +
    + +
    + + + +
    +
    +
    +
    + + + + + + + + + + + + + + + + + + \ No newline at end of file diff --git a/main/fr/reference/utils/settings/index.html b/main/fr/reference/utils/settings/index.html new file mode 100644 index 0000000..10d5f7a --- /dev/null +++ b/main/fr/reference/utils/settings/index.html @@ -0,0 +1,498 @@ + + + + + + + + + + + + + + + + confit.utils.settings - Confit + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
    + +
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    + + + +
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    + + + + + + + + + +

    confit.utils.settings

    + + +
    + + + + +
    + + + +
    + + + + + + + + + + + +
    + +
    + +
    + + + + + + +
    +
    + + +
    + +
    + + + +
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    + + + + + + + + + + + + + + + + + + \ No newline at end of file diff --git a/main/fr/reference/utils/xjson/index.html b/main/fr/reference/utils/xjson/index.html new file mode 100644 index 0000000..fd6eaf8 --- /dev/null +++ b/main/fr/reference/utils/xjson/index.html @@ -0,0 +1,1488 @@ + + + + + + + + + + + + + + + + confit.utils.xjson - Confit + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
    + +
    + + + + + + +
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    + + + +
    +
    +
    + + + +
    +
    +
    + + + +
    +
    + + + + + + + + + +

    confit.utils.xjson

    + + +
    + + + + +
    + + + +
    + + + + + + + + +
    + + + +

    + Reference + + +

    + + +
    + + +

    A path reference to a value in the configuration.

    + +
    + Source code in confit/utils/xjson.py + 
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+ 8
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    class Reference:
+    """
+    A path reference to a value in the configuration.
+    """
+
+    def __init__(self, value: str):
+        """
+        Parameters
+        ----------
+        value: str
+            The path to the value in the configuration.
+        """
+        self.value = value
+
+    def __repr__(self):
+        return f"${{{self.value}}}"
+
+    def __str__(self):
+        return self.__repr__()
+
+    def __eq__(self, other):
+        return self.value == other.value
+
    +
    + + + +
    + + + + + + + + + +
    + + +

    + __init__(value) + +

    + + +
    + + + + + + + + + + + + + + + + +
    PARAMETERDESCRIPTION
    value +
    +

    The path to the value in the configuration.

    +
    +

    + + TYPE: + str + +

    +
    + +
    + Source code in confit/utils/xjson.py + 
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+13
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    def __init__(self, value: str):
+    """
+    Parameters
+    ----------
+    value: str
+        The path to the value in the configuration.
+    """
+    self.value = value
+
    +
    +
    + +
    + + + +
    + +
    + +
    + +
    + + + +

    + XJsonTransformer + + +

    + + +
    +

    + Bases: Transformer

    + + +

    A Lark transformer to parse extended JSON.

    + +
    + Source code in confit/utils/xjson.py + 
     81
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    class XJsonTransformer(Transformer):
+    """
+    A Lark transformer to parse extended JSON.
+    """
+
+    def __init__(self, input_string: str):
+        """
+        Parameters
+        ----------
+        input_string: str
+            The input string to parse.
+        """
+        super().__init__()
+        self.input_string = input_string
+
+    def string(self, s):
+        """Parse string"""
+        (s,) = s
+        return ast.literal_eval(s)
+
+    def float(self, n):
+        """Parse number"""
+        (n,) = n
+        return float(n)
+
+    def int(self, n):
+        """Parse number"""
+        (n,) = n
+        return int(n)
+
+    def reference(self, tree: Tree):
+        """Parse reference"""
+        meta = tree[0].meta
+        return Reference(self.input_string[meta.start_pos : meta.end_pos])
+
+    list = list
+    tuple = tuple
+    pair = tuple
+    dict = dict
+
+    def null(self, _):
+        """Parse null"""
+        return None
+
+    def true(self, _):
+        """Parse true"""
+        return True
+
+    def false(self, _):
+        """Parse false"""
+        return False
+
+    def plus_inf(self, _):
+        """Parse infinity"""
+        return float("inf")
+
+    def minus_inf(self, _):
+        """Parse -infinity"""
+        return -float("inf")
+
+    def nan(self, _):
+        """Parse nan"""
+        return float("nan")
+
    +
    + + + +
    + + + + + + + + + +
    + + +

    + __init__(input_string) + +

    + + +
    + + + + + + + + + + + + + + + + +
    PARAMETERDESCRIPTION
    input_string +
    +

    The input string to parse.

    +
    +

    + + TYPE: + str + +

    +
    + +
    + Source code in confit/utils/xjson.py + 
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    def __init__(self, input_string: str):
+    """
+    Parameters
+    ----------
+    input_string: str
+        The input string to parse.
+    """
+    super().__init__()
+    self.input_string = input_string
+
    +
    +
    + +
    + +
    + + +

    + string(s) + +

    + + +
    + +

    Parse string

    + +
    + Source code in confit/utils/xjson.py + 
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+97
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    def string(self, s):
+    """Parse string"""
+    (s,) = s
+    return ast.literal_eval(s)
+
    +
    +
    + +
    + +
    + + +

    + float(n) + +

    + + +
    + +

    Parse number

    + +
    + Source code in confit/utils/xjson.py + 
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+102
+103
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    def float(self, n):
+    """Parse number"""
+    (n,) = n
+    return float(n)
+
    +
    +
    + +
    + +
    + + +

    + int(n) + +

    + + +
    + +

    Parse number

    + +
    + Source code in confit/utils/xjson.py + 
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+107
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    def int(self, n):
+    """Parse number"""
+    (n,) = n
+    return int(n)
+
    +
    +
    + +
    + +
    + + +

    + reference(tree) + +

    + + +
    + +

    Parse reference

    + +
    + Source code in confit/utils/xjson.py + 
    111
+112
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    def reference(self, tree: Tree):
+    """Parse reference"""
+    meta = tree[0].meta
+    return Reference(self.input_string[meta.start_pos : meta.end_pos])
+
    +
    +
    + +
    + +
    + + +

    + null(_) + +

    + + +
    + +

    Parse null

    + +
    + Source code in confit/utils/xjson.py + 
    121
+122
+123
    def null(self, _):
+    """Parse null"""
+    return None
+
    +
    +
    + +
    + +
    + + +

    + true(_) + +

    + + +
    + +

    Parse true

    + +
    + Source code in confit/utils/xjson.py + 
    125
+126
+127
    def true(self, _):
+    """Parse true"""
+    return True
+
    +
    +
    + +
    + +
    + + +

    + false(_) + +

    + + +
    + +

    Parse false

    + +
    + Source code in confit/utils/xjson.py + 
    129
+130
+131
    def false(self, _):
+    """Parse false"""
+    return False
+
    +
    +
    + +
    + +
    + + +

    + plus_inf(_) + +

    + + +
    + +

    Parse infinity

    + +
    + Source code in confit/utils/xjson.py + 
    133
+134
+135
    def plus_inf(self, _):
+    """Parse infinity"""
+    return float("inf")
+
    +
    +
    + +
    + +
    + + +

    + minus_inf(_) + +

    + + +
    + +

    Parse -infinity

    + +
    + Source code in confit/utils/xjson.py + 
    137
+138
+139
    def minus_inf(self, _):
+    """Parse -infinity"""
+    return -float("inf")
+
    +
    +
    + +
    + +
    + + +

    + nan(_) + +

    + + +
    + +

    Parse nan

    + +
    + Source code in confit/utils/xjson.py + 
    141
+142
+143
    def nan(self, _):
+    """Parse nan"""
+    return float("nan")
+
    +
    +
    + +
    + + + +
    + +
    + +
    + + +
    + + +

    + loads(s) + +

    + + +
    + +

    Load an extended JSON string into a python object. +Takes care of detecting references and tuples

    + + + + + + + + + + + + + + + +
    PARAMETERDESCRIPTION
    s +
    + +
    +

    + + TYPE: + str + +

    +
    + + + + + + + + + + + + + + + +
    RETURNSDESCRIPTION
    + + Any + + +
    + +
    +
    + +
    + Source code in confit/utils/xjson.py + 
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    def loads(s: str):
+    """
+    Load an extended JSON string into a python object.
+    Takes care of detecting references and tuples
+
+    Parameters
+    ----------
+    s: str
+
+    Returns
+    -------
+    Any
+    """
+    try:
+        return XJsonTransformer(s).transform(_json_parser.parse(s))
+    except Exception:
+        # Fail if we suspect that it is a malformed object
+        # (e.g. has ', ", {, }, [, ] in it)
+        if set(s) & set(",'\"{}[]$"):
+            raise MalformedValueError(s)
+        return s
+
    +
    +
    + +
    + +
    + + +

    + dumps(o) + +

    + + +
    + +

    Dump a python object into an extended JSON string. +Takes care of serializing references and tuples

    + + + + + + + + + + + + + + + +
    PARAMETERDESCRIPTION
    o +
    + +
    +

    + + TYPE: + Any + +

    +
    + + + + + + + + + + + + + + + +
    RETURNSDESCRIPTION
    + + str + + +
    + +
    +
    + +
    + Source code in confit/utils/xjson.py + 
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    def dumps(o: Any):
+    """
+    Dump a python object into an extended JSON string.
+    Takes care of serializing references and tuples
+
+    Parameters
+    ----------
+    o: Any
+
+    Returns
+    -------
+    str
+    """
+    res = "".join(_make_iterencode()(o))
+    return res
+
    +
    +
    + +
    + + + +
    + +
    + +
    + + + + + + +
    +
    + + +
    + +
    + + + +
    +
    +
    +
    + + + + + + + + + + + + + + + + + + \ No newline at end of file diff --git a/main/fr/references.bib b/main/fr/references.bib new file mode 100644 index 0000000..e69de29 diff --git a/main/fr/roadmap/index.html b/main/fr/roadmap/index.html new file mode 100644 index 0000000..90846e6 --- /dev/null +++ b/main/fr/roadmap/index.html @@ -0,0 +1,506 @@ + + + + + + + + + + + + + + + + Roadmap - Confit + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
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    + + + + + + + + + +

    Roadmap

    +
      +
    • better pydantic <-> typer errors
      • +
    • tutorials
      • +
    • find edge cases ...
      • +
    + + + + + + +
    +
    + + +
    + +
    + + + +
    +
    +
    +
    + + + + + + + + + + + + + + + + + + \ No newline at end of file diff --git a/main/fr/scripts/__pycache__/plugin.cpython-39.pyc b/main/fr/scripts/__pycache__/plugin.cpython-39.pyc new file mode 100644 index 0000000..c4fcc51 Binary files /dev/null and b/main/fr/scripts/__pycache__/plugin.cpython-39.pyc differ diff --git a/main/fr/scripts/plugin.py b/main/fr/scripts/plugin.py new file mode 100644 index 0000000..d60e51a --- /dev/null +++ b/main/fr/scripts/plugin.py @@ -0,0 +1,86 @@ +import os +import shutil +from pathlib import Path + +import mkdocs + +# Add the files from the project root + +files = [ + "changelog.md", + "contributing.md", + "roadmap.md", +] + +docs_gen = Path("docs") +os.makedirs(docs_gen, exist_ok=True) + +for f in files: + with open(docs_gen / Path(f), "w") as fd: + fd.write(Path(f).read_text()) + +# Generate the code reference pages and navigation. +doc_reference = Path("docs/reference") +shutil.rmtree(doc_reference, ignore_errors=True) +os.makedirs(doc_reference, exist_ok=True) + +for path in sorted(Path("confit").rglob("*.py")): + module_path = path.relative_to(".").with_suffix("") + doc_path = path.relative_to("confit").with_suffix(".md") + full_doc_path = doc_reference / doc_path + + parts = list(module_path.parts) + + if parts[-1] == "__init__": + parts = parts[:-1] + doc_path = doc_path.with_name("index.md") + full_doc_path = full_doc_path.with_name("index.md") + elif parts[-1] == "__main__": + continue + + ident = ".".join(parts) + + os.makedirs(full_doc_path.parent, exist_ok=True) + with open(full_doc_path, "w") as fd: + print(f"# `{ident}`\n", file=fd) + print("::: " + ident, file=fd) + + +def on_files(files: mkdocs.structure.files.Files, config: mkdocs.config.Config) -> None: + """ + Updates the navigation to take code reference files into account + """ + reference_files = [] + for file in files: + if file.src_path.startswith("reference/"): + current = reference_files + parts = ["confit"] + file.src_path.replace(".md", "").split("/")[1:] + for part in parts[:-1]: + entry = next( + ( + next(iter(entry.values())) + for entry in current + if next(iter(entry.keys())) == part + ), + None, + ) + if entry is None: + entry = [] + current.append({part: entry}) + current = entry + else: + current = entry + current.append({parts[-1]: file.src_path}) + + def rec(tree): + if isinstance(tree, str) and tree.strip("/") == "reference": + return reference_files + elif isinstance(tree, list): + return [rec(item) for item in tree] + elif isinstance(tree, dict): + return {k: rec(item) for k, item in tree.items()} + else: + return tree + + new_nav = rec(config["nav"]) + config["nav"] = new_nav diff --git a/main/getting-started/index.html b/main/getting-started/index.html new file mode 100644 index 0000000..c22ae16 --- /dev/null +++ b/main/getting-started/index.html @@ -0,0 +1,949 @@ + + + + + + + + + + + + + + + + Getting started - Confit + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
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    Getting started

    +

    Installation

    +

    Install the library with pip:

    +
    + +
    $ pip install confit
+
    + +
    + +

    A simple example

    +

    Confit only abstracts the boilerplate code related to configuration and +leaves the rest of your code unchanged.

    +

    Here is an example:

    +
    script.py
    import datetime
++ from confit import Cli, Registry, RegistryCollection
+
++ app = Cli(pretty_exceptions_show_locals=False)
+
++ class RegistryCollection(:
++     factory = Registry(("test_cli", "factory"), entry_points=True)
+
++ @registry.factory.register("submodel")
+class SubModel:
+    # Type hinting is optional but recommended to benefit for argument casting !
+    def __init__(self, value: float, desc: str = ""):
+        self.value = value
+        self.desc = desc
+
+
++ @registry.factory.register("bigmodel")
+class BigModel:
+    def __init__(self, date: datetime.date, submodel: SubModel):
+        self.date = date
+        self.submodel = submodel
+
+
++ @app.command(name="script", registry=registry)
+def func(modelA: BigModel, modelB: BigModel, other: int, seed: int):
+    assert modelA.submodel is modelB.submodel
+    assert modelA.date == datetime.date(2010, 10, 10)
+    print("Other:", other)
+
++ if __name__ == "__main__":
++     app()
+
    +

    Create a new config file

    +
    +
    +
    +
    config.cfg
    # CLI sections
+[script]
+modelA = ${modelA}
+modelB = ${modelB}
+
+# CLI common parameters
+[modelA]
+@factory = "bigmodel"
+date = "2010-10-10"
+
+[modelA.submodel]
+@factory = "submodel"
+value = 12
+
+[modelB]
+date = "2003-04-05"
+submodel = ${modelA.submodel}
+
    +

    and run the following command from the terminal

    +
    +
    $ python script.py --config config.cfg --seed 42
+
    +
    +
    +
    +
    config.yaml
    script:
+  modelA: ${modelA}
+  modelB: ${modelB}
+
+modelA:
+  "@factory": "bigmodel"
+  date: "2010-10-10"
+
+  submodel:
+    "@factory": "submodel"
+    value: 12
+
+modelB:
+  date: "2003-04-05"
+  submodel: ${modelA.submodel}
+
    +

    and run the following command from the terminal

    +
    +
    $ python script.py --config config.yaml --seed 42
+
    +
    +
    +
    +
    +
    +

    Naming

    +

    To use the name of your config path (e.g. config-expe-2 if the configuration file is named config-expe-2.cfg in the configuration (after resolution), simply mention name = None under the section which title was provided at @app.command(name=<section-title>)

    +
    +
    +

    Multiple configurations

    +

    You can pass multiple configuration files by repeating the --config option. Configuration will be merged in order.

    +
    +

    You can still call the function method from your code, but now also benefit from argument validation !

    +
    from script import func, BigModel, SubModel
+
+# To seed before creating the models
+from confit.utils.random import set_seed
+
+seed = 42
+set_seed(seed)
+
+submodel = SubModel(value=12)
+# BigModel will cast date strings as datetime.date objects
+modelA = BigModel(date="2003-02-01", submodel=submodel)
+modelB = BigModel(date="2003-04-05", submodel=submodel)
+func(
+    modelA=modelA,
+    modelB=modelA,
+    seed=seed,
+)
+
    + + + + + + +
    +
    + + +
    + +
    + + + +
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    +
    +
    + + + + + + + + + + + + + + + + + + \ No newline at end of file diff --git a/main/index.html b/main/index.html new file mode 100644 index 0000000..258355c --- /dev/null +++ b/main/index.html @@ -0,0 +1,1111 @@ + + + + + + + + + + + + + + + + Confit + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
    + +
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    + + + + + + + + + +

    Confit

    +

    Confit is a complete and easy-to-use configuration framework aimed at improving the reproducibility of experiments by relying on the Python typing system, minimal configuration files and command line interfaces.

    +

    Architecture

    +

    The three pillars of this configuration system are the catalogue registry, +the Pydantic validation system and the typer CLI library.

    +

    Registry

    +

    The catalogue registry records the various objects (classes or functions) that can be composed +together to run your program. Once registered, with the registry.factory.register +decorator, these objects are accessible as [entry points] and can be +used in the configuration system. +To start, you can create a simple registry "factory" as follows:

    +
    from confit import Registry, RegistryCollection
+
+
+class registry(RegistryCollection):
+    factory = Registry(("my_library", "factory"), entry_points=True)
+
    +
    +

    What is this useful for?

    +

    With this registry, you can register a function or a class:

    +
    @registry.factory.register("my-function")
+def my_function(value=10):
+    print(f"The value is {value}!")
+
    +

    Now you can dynamically retrieve the function from anywhere:

    +
    func = registry.factory.get("my-function")
+func()
+# Out: "The value is 10!"
+func(value=42)
+# Out: "The value is 42!"
+
    +
    +

    Typing system

    +

    The Pydantic validate_arguments decorator enhances a function to automatically parse and validate its arguments every time it is called, using the Pydantic typing-based validation system. +For instance, strings can be automatically cast as Path objects, or datetime or numbers depending on the type annotation of the argument.

    +

    Combined with our configuration system, dictionaries passed as arguments to a decorated function can be "cast" as instantiated classes if these classes were them-selves decorated.

    +

    CLI

    +

    TBD

    +

    The Config object

    +

    The configuration object consists of a supercharged dict, the Config class, that can be used to read and write to cfg files, interpolate variables and instantiate components through the registry with some special @factory keys. +A cfg file can be used directly as an input to a CLI-decorated function.

    +

    We will show partial examples with increasing complexity below. See here for an end-to-end example.

    +

    Instantiating an object

    +
    script.py
    @registry.factory.register("my-class")
+class MyClass:
+    def __init__(self, value1: int, value2: float):
+        self.value1 = value1
+        self.value2 = value2
+
    +
    +
    +
    +
    config.cfg
    [myclass]
+@factory = "my-class"
+value1 = 1.1
+value2 = 2.5
+
    +
    +
    +
    config.yaml
    myclass:
+  "@factory": "my-class"
+  value1: 1.1
+  value2: 2.5
+
    +
    +
    +
    +

    Here, Confit will:

    +
      +
    • Parse the configuration
      • +
    • Get the target class from the registry
      • +
    • Validate parameters if needed (in this case, value1 is typed as an int, thus it will be casted as an int by setting value1=1)
      • +
    • Instantiate the class using the validated parameters
      • +
    +

    Interpolating values

    +

    When multiple sections of the configuration need to access the same value, you can provide it using the ${<section.value>} syntax:

    +
    +
    +
    +
    config.cfg
    [myclass]
+@factory = "my-class"
+value1 = 1.1
+value2 = ${other_values.value3}
+
+[other_values]
+value3 = 10
+
    +
    +
    +
    config.yaml
    myclass:
+  "@factory": "my-class"
+  value1: 1.1
+  value2: ${other_values.value3}
+
    +
    +
    +
    +

    Here, value2 will be set to 10.

    +

    Advanced interpolation

    +

    You can even pass instantiated objects! Suppose we have a registered myOtherClass class expecting an instance of MyClass as input. You could use the following configuration:

    +
    +
    +
    +
    config.cfg
    [func]
+@factory = "my-other-class"
+obj = ${myclass}
+
+[myclass]
+@factory = "my-class"
+value1 = 1.1
+value2 = ${other_values.value3}
+
+[other_values]
+value3 = 10
+
    +
    +
    +
    config.yaml
    func:
+  "@factory": "my-other-class"
+  obj: ${myclass}
+
+myclass:
+    "@factory": "my-class"
+    value1: 1.1
+    value2: ${other_values.value3}
+
+other_values:
+    value3: 10
+
    +
    +
    +
    +

    Finally, you may want to access some attributes of Python classes that are available after instantiation, but not present in the configuration file. For instance, let's modify our MyClass class:

    +
    script.py
    @registry.factory.register("my-class")
+class MyClass:
+    def __init__(self, value1: int, value2: float):
+        self.value1 = value1
+        self.value2 = value2
++         self.hidden_value = 99
+
    +

    To access those values directly in the configuration file, use the ${<obj:attribute>} syntax (notice the colon instead of the point)

    +
    +
    +
    +
    config.cfg
    [myclass]
+@factory = "my-class"
+value1 = 1.1
+value2 = 2.5
+
+[other_values]
+value3 = ${myclass:hidden_value}
+
    +
    +
    +
    config.yaml
    myclass:
+  "@factory": "my-class"
+  value1: 1.1
+  value2: 2.5
+
+other_values:
+    value3: ${myclass:hidden_value}
+
    +
    +
    +
    + + + + + + +
    +
    + + +
    + +
    + + + +
    +
    +
    +
    + + + + + + + + + + + + + + + + + + \ No newline at end of file diff --git a/main/objects.inv b/main/objects.inv new file mode 100644 index 0000000..7480017 Binary files /dev/null and b/main/objects.inv differ diff --git a/main/reference/cli/index.html b/main/reference/cli/index.html new file mode 100644 index 0000000..f3e1a55 --- /dev/null +++ b/main/reference/cli/index.html @@ -0,0 +1,1311 @@ + + + + + + + + + + + + + + + + cli - Confit + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
    + +
    + + + + + + +
    + + +
    + +
    + + + + + + +
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    + + + +
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    +
    + + + + +
    +
    +
    + + + +
    +
    +
    + + + +
    +
    +
    + + + +
    +
    + + + + + + + + + +

    confit.cli

    + + +
    + + + + +
    + + + +
    + + + + + + + + +
    + + + +

    + Cli + + +

    + + +
    +

    + Bases: Typer

    + + +

    Custom Typer object that:

    +
      +
    • validates a command parameters before executing it
      • +
    • accepts a configuration file describing the parameters
      • +
    • automatically instantiates parameters given a dictionary when type hinted
      • +
    + +
    + Source code in confit/cli.py + 
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    class Cli(Typer):
+    """
+    Custom Typer object that:
+
+    - validates a command parameters before executing it
+    - accepts a configuration file describing the parameters
+    - automatically instantiates parameters given a dictionary when type hinted
+    """
+
+    def command(  # noqa
+        self,
+        name,
+        *,
+        cls: Optional[Type[TyperCommand]] = None,
+        context_settings: Optional[Dict[Any, Any]] = None,
+        help: Optional[str] = None,
+        epilog: Optional[str] = None,
+        short_help: Optional[str] = None,
+        options_metavar: str = "[OPTIONS]",
+        add_help_option: bool = True,
+        no_args_is_help: bool = False,
+        hidden: bool = False,
+        deprecated: bool = False,
+        # Rich settings
+        rich_help_panel: Union[str, None] = Default(None),
+        registry: Any = None,
+    ) -> Callable[[CommandFunctionType], CommandFunctionType]:
+        typer_command = super().command(
+            name=name,
+            cls=cls,
+            help=help,
+            epilog=epilog,
+            short_help=short_help,
+            options_metavar=options_metavar,
+            add_help_option=add_help_option,
+            no_args_is_help=no_args_is_help,
+            hidden=hidden,
+            deprecated=deprecated,
+            rich_help_panel=rich_help_panel,
+            context_settings={
+                **(context_settings or {}),
+                "ignore_unknown_options": True,
+                "allow_extra_args": True,
+            },
+        )
+
+        def wrapper(fn):
+            validated = validate_arguments(fn)
+
+            @typer_command
+            def command(ctx: Context, config: Optional[List[Path]] = None):
+                config_path = config
+
+                has_meta = _fn_has_meta(fn)
+                if config_path:
+                    config, name_from_file = merge_from_disk(config_path)
+                else:
+                    config = Config({name: {}})
+                model_fields = (
+                    validated.model.model_fields
+                    if hasattr(validated.model, "model_fields")
+                    else validated.model.__fields__
+                )
+                for k, v in parse_overrides(ctx.args).items():
+                    if "." not in k:
+                        parts = (name, k)
+                    else:
+                        parts = k.split(".")
+                        if parts[0] in model_fields and parts[0] not in config:
+                            parts = (name, *parts)
+                    current = config
+                    if parts[0] not in current:
+                        raise Exception(
+                            f"{k} does not match any existing section in config"
+                        )
+                    for part in parts[:-1]:
+                        current = current.setdefault(part, Config())
+                    current[parts[-1]] = v
+                try:
+                    default_seed = model_fields.get("seed")
+                    if default_seed is not None:
+                        default_seed = default_seed.get_default()
+                    seed = Config.resolve(
+                        config.get(name, {}).get("seed", default_seed),
+                        registry=registry,
+                        root=config,
+                    )
+                    if seed is not None:
+                        set_seed(seed)
+                    resolved_config = Config(config[name]).resolve(
+                        registry=registry, root=config
+                    )
+                    if has_meta:
+                        config_meta = dict(
+                            config_path=config_path,
+                            resolved_config=resolved_config,
+                            unresolved_config=config,
+                        )
+                        return validated(
+                            **resolved_config,
+                            config_meta=config_meta,
+                        )
+                    else:
+                        return validated(**resolved_config)
+                except (LegacyValidationError, ConfitValidationError) as e:
+                    e.raw_errors = patch_errors(
+                        e.raw_errors,
+                        (name,),
+                    )
+                    if is_debug() or e.__cause__ is not None:
+                        raise e
+                    try:
+                        import rich
+
+                        console = rich.console.Console(stderr=True)
+                        console.print("Validation error:", style="red", end=" ")
+                        console.print(str(e))
+                    except ImportError:  # pragma: no cover
+                        print("Validation error:", file=sys.stderr, end=" ")
+                        print(str(e), file=sys.stderr)
+                    sys.exit(1)
+                except KeyboardInterrupt as e:  # pragma: no cover
+                    raise Exception("Interrupted by user") from e
+
+            return validated
+
+        return wrapper
+
    +
    + + + +
    + + + + + + + + + + + +
    + +
    + +
    + + +
    + + +

    + parse_overrides(args) + +

    + + +
    + +

    Parse the overrides from the command line into a dictionary +of key-value pairs.

    + + + + + + + + + + + + + + + +
    PARAMETERDESCRIPTION
    args +
    +

    The arguments to parse

    +
    +

    + + TYPE: + List[str] + +

    +
    + + + + + + + + + + + + + + + +
    RETURNSDESCRIPTION
    + + Dict[str, Any] + + +
    +

    The parsed overrides as a dictionary

    +
    +
    + +
    + Source code in confit/cli.py + 
    18
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    def parse_overrides(args: List[str]) -> Dict[str, Any]:
+    """
+    Parse the overrides from the command line into a dictionary
+    of key-value pairs.
+
+    Parameters
+    ----------
+    args: List[str]
+        The arguments to parse
+
+    Returns
+    -------
+    Dict[str, Any]
+        The parsed overrides as a dictionary
+    """
+    result = {}
+    while args:
+        opt = args.pop(0)
+        err = f"Invalid config override '{opt}'"
+        if opt.startswith("--"):  # new argument
+            opt = opt.replace("--", "")
+            if "=" in opt:  # we have --opt=value
+                opt, value = opt.split("=", 1)
+            else:
+                if not args or args[0].startswith("--"):  # flag with no value
+                    value = "true"
+                else:
+                    value = args.pop(0)
+            opt = opt.replace("-", "_")
+            result[opt] = loads(value)
+        else:
+            secho(f"{err}: doesn't support shorthands", fg=colors.RED)
+            exit(1)
+    return result
+
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    + + + + + + + + + + + + + + + + + + \ No newline at end of file diff --git a/main/reference/config/index.html b/main/reference/config/index.html new file mode 100644 index 0000000..41858c8 --- /dev/null +++ b/main/reference/config/index.html @@ -0,0 +1,3822 @@ + + + + + + + + + + + + + + + + config - Confit + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
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    + + + + + + + + + +

    confit.config

    + + +
    + + + + +
    + + + +
    + + + + + + + + +
    + + + +

    + Config + + +

    + + +
    +

    + Bases: dict

    + + +

    The configuration system consists of a supercharged dict, the Config class, +that can be used to read and write to cfg files, interpolate variables and +instantiate components through the registry with some special @factory keys. +A cfg file can be used directly as an input to a CLI-decorated function.

    + +
    + Source code in confit/config.py + 
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    class Config(dict):
+    """
+    The configuration system consists of a supercharged dict, the `Config` class,
+    that can be used to read and write to `cfg` files, interpolate variables and
+    instantiate components through the registry with some special `@factory` keys.
+    A cfg file can be used directly as an input to a CLI-decorated function.
+    """
+
+    def __init__(self, *args: Any, **kwargs: Any):
+        """
+        A new config object can be instantiated either from a dict as a positional
+        argument, or from keyword arguments. Only one of these two options can be
+        used at a time.
+
+        Parameters
+        ----------
+        args: Any
+        kwargs: Any
+        """
+        if len(args) == 1 and isinstance(args[0], dict):
+            assert len(kwargs) == 0
+            kwargs = args[0]
+        super().__init__(**kwargs)
+
+    @classmethod
+    def from_cfg_str(cls, s: str, resolve: bool = False, registry: Any = None) -> Any:
+        """
+        Load a config object from a config string
+
+        Parameters
+        ----------
+        s: Union[str, Path]
+            The cfg config string
+        resolve
+            Whether to resolve sections with '@' keys
+        registry
+            Optional registry to resolve from.
+            If None, the default registry will be used.
+
+        Returns
+        -------
+        Config
+        """
+        parser = ConfigParser(interpolation=None)
+        parser.optionxform = str
+        parser.read_string(s)
+
+        config = Config()
+
+        for section in parser.sections():
+            parts = split_path(section)
+            current = config
+            for part in parts:
+                if part not in current:
+                    current[part] = current = Config()
+                else:
+                    current = current[part]
+
+            current.clear()
+            errors = []
+            for k, v in parser.items(section):
+                path = split_path(k)
+                for part in path[:-1]:
+                    if part not in current:
+                        current[part] = current = Config()
+                    else:
+                        current = current[part]
+                try:
+                    current[path[-1]] = loads(v)
+                except ValueError as e:
+                    errors.append(ErrorWrapper(e, loc=path))
+
+            if errors:
+                raise ConfitValidationError(errors=errors)
+
+        if resolve:
+            return config.resolve(registry=registry)
+
+        return config
+
+    @classmethod
+    def from_yaml_str(cls, s: str, resolve: bool = False, registry: Any = None) -> Any:
+        import yaml
+
+        class ConfitYamlLoader(yaml.SafeLoader):
+            def construct_object(self, x, deep=False):
+                if isinstance(x, yaml.ScalarNode):
+                    if x.style == '"' or x.style == "'":
+                        return loads(x.style + x.value + x.style)
+                    return loads(x.value)
+                return super().construct_object(x, deep)
+
+        stream = StringIO(s)
+        config = Config(yaml.load(stream, Loader=ConfitYamlLoader))
+        if resolve:
+            return config.resolve(registry=registry)
+
+        return config
+
+    @classmethod
+    def from_disk(
+        cls, path: Union[str, Path], resolve: bool = False, registry: Any = None
+    ) -> "Config":
+        """
+        Load a config object from a '.cfg' file
+
+        Parameters
+        ----------
+        path: Union[str, Path]
+            The path to the config object
+        resolve
+            Whether to resolve mappings with '@' keys
+        registry
+            Optional registry to resolve from.
+            If None, the default registry will be used.
+
+        Returns
+        -------
+        Config
+        """
+        s = Path(path).read_text(encoding="utf-8")
+        path_str = str(path)
+        if path_str.endswith(".yaml") or path_str.endswith(".yml"):
+            return cls.from_yaml_str(s, resolve=resolve, registry=registry)
+        else:
+            return cls.from_cfg_str(s, resolve=resolve, registry=registry)
+
+    from_str = from_cfg_str
+
+    def to_disk(self, path: Union[str, Path]):
+        """
+        Export a config to the disk (usually to a .cfg file)
+
+        Parameters
+        ----------
+        path: Union[str, path]
+        """
+        path_str = str(path)
+        if path_str.endswith(".yaml") or path_str.endswith(".yml"):
+            s = self.to_yaml_str()
+        else:
+            s = Config.to_str(self)
+        Path(path).write_text(s, encoding="utf-8")
+
+    def serialize(self: Any):
+        """
+        Try to convert non-serializable objects using the RESOLVED_TO_CONFIG object
+        back to their original catalogue + params form
+
+        We try to preserve referential equalities between non dict/list/tuple
+        objects by serializing subsequent references to the same object as references
+        to its first occurrence in the tree.
+
+        ```python
+        a = A()  # serializable object
+        cfg = {"a": a, "b": a}
+        print(Config.serialize(cfg))
+        # Out: {"a": {...}, "b": Reference("a")}
+        ```
+
+        Returns
+        -------
+        Config
+        """
+        refs = {}
+
+        # Temp memory to avoid objects being garbage collected
+        mem = []
+
+        def is_simple(o):
+            return o is None or isinstance(o, (str, int, float, bool, Reference))
+
+        def rec(o: Any, path: Loc = ()):
+            if id(o) in refs:
+                return refs[id(o)]
+            if is_simple(o):
+                return o
+            if isinstance(o, collections.abc.Mapping):
+                items = sorted(
+                    o.items(),
+                    key=lambda x: 1
+                    if (
+                        is_simple(x[1])
+                        or isinstance(x[1], (collections.abc.Mapping, list, tuple))
+                    )
+                    else 0,
+                )
+                serialized = {k: rec(v, (*path, k)) for k, v in items}
+                serialized = {k: serialized[k] for k in o.keys()}
+                mem.append(o)
+                refs[id(o)] = Reference(join_path(path))
+                if isinstance(o, Config):
+                    serialized = Config(serialized)
+                return serialized
+            if isinstance(o, (list, tuple)):
+                mem.append(o)
+                refs[id(o)] = Reference(join_path(path))
+                return type(o)(rec(v, (*path, i)) for i, v in enumerate(o))
+            cfg = None
+            try:
+                cfg = (cfg or Config()).merge(RESOLVED_TO_CONFIG[o])
+            except (KeyError, TypeError):
+                pass
+            try:
+                cfg = (cfg or Config()).merge(o.cfg)
+            except (AttributeError, TypeError):
+                pass
+            if cfg is not None:
+                mem.append(o)
+                refs[id(o)] = Reference(join_path(path))
+                return rec(cfg, path)
+            try:
+                return pydantic_core.to_jsonable_python(o)
+            except Exception:
+                raise TypeError(f"Cannot dump {o!r} at {join_path(path)}")
+
+        return rec(self)
+
+    def to_cfg_str(self):
+        """
+        Export a config to a string in the cfg format
+        by serializing it first
+
+        Returns
+        -------
+        str
+        """
+        additional_sections = {}
+
+        prepared = flatten_sections(Config.serialize(self))
+        prepared.update(flatten_sections(additional_sections))
+
+        parser = ConfigParser(interpolation=None)
+        parser.optionxform = str
+        for section_name, section in prepared.items():
+            parser.add_section(section_name)
+            parser[section_name].update(
+                {join_path((k,)): dumps(v) for k, v in section.items()}
+            )
+        s = StringIO()
+        parser.write(s)
+        return s.getvalue()
+
+    def to_yaml_str(self):
+        import yaml
+
+        class ConfitYamlDumper(yaml.SafeDumper):
+            def __init__(self, *args, **kwargs):
+                super().__init__(*args, **kwargs)
+
+            def represent_ref(self, node):
+                return super().represent_scalar("tag:yaml.org,2002:str", str(node))
+
+            def represent_str(self, data):
+                node = super().represent_scalar("tag:yaml.org,2002:str", data)
+                if set(",'\"{}[]$\n\t") & set(data):
+                    node.style = "'" if data.count('"') > data.count("'") else '"'
+                return node
+
+            yaml_representers = {
+                **yaml.SafeDumper.yaml_representers,
+                Config: yaml.SafeDumper.represent_dict,
+                Reference: represent_ref,
+                str: represent_str,
+            }
+
+        return yaml.dump(
+            self.serialize(), Dumper=ConfitYamlDumper, sort_keys=False, indent=4
+        )
+
+    to_str = to_cfg_str
+
+    def resolve(self, deep=True, registry: Any = None, root: Mapping = None) -> Any:
+        """
+        Resolves the parts of the nested config object with @ variables using
+        a registry, and then interpolate references in the config.
+
+        Parameters
+        ----------
+        deep: bool
+            Should we resolve deeply
+        registry:
+            Registry to use when resolving
+        root: Mapping
+            The root of the config tree. Used for resolving references.
+
+        Returns
+        -------
+        Union[Config, Any]
+        """
+        if root is None:
+            root = self
+
+        if registry is None:
+            from .registry import get_default_registry
+
+            registry = get_default_registry()
+        resolved_locs = {}
+        seen_locs = set()
+
+        def resolve_reference(ref: Reference) -> Any:
+            pat = re.compile(PATH + ":?")
+
+            def replace(match: re.Match):
+                start = match.start()
+                if start > 0 and ref.value[start - 1] == ":":
+                    return match.group()
+
+                path = match.group()
+                parts = split_path(path.rstrip(":"))
+
+                # Check if part is any special python keyword
+                if len(parts) == 1 and parts[0] in keyword.kwlist:
+                    return match.group()
+                try:
+                    return local_names[parts] + ("." if path.endswith(":") else "")
+                except KeyError:
+                    raise KeyError(path)
+
+            local_names = {}
+            for match in pat.finditer(ref.value):
+                start = match.start()
+                if start > 0 and ref.value[start - 1] == ":":
+                    continue
+                path = match.group()
+                parts = split_path(path.rstrip(":"))
+                if len(parts) == 1 and parts[0] in keyword.kwlist:
+                    continue
+                local_names.setdefault(parts, f"var_{len(local_names)}")
+
+            local_leaves = DynamicLocals(local_names, root, resolved_locs, rec)
+
+            replaced = pat.sub(replace, ref.value)
+
+            res = safe_eval(replaced, local_leaves)
+
+            return res
+
+        def rec(obj, loc: Tuple[Union[str, int]] = ()):
+            """
+            Parameters
+            ----------
+            obj: Any
+                The current object being resolved
+            loc: Sequence[str]
+                Internal variable
+                Current path in tree
+
+            Returns
+            -------
+
+            """
+            if id(obj) in resolved_locs:
+                return resolved_locs[id(obj)]
+
+            if id(obj) in seen_locs:
+                raise CyclicReferenceError(tuple(loc))
+
+            seen_locs.add(id(obj))
+
+            if not deep and len(loc) > 1:
+                return obj
+
+            if isinstance(obj, Mapping):
+                resolved = Config({k: rec(v, (*loc, k)) for k, v in obj.items()})
+
+                registries = [
+                    (key, value, getattr(registry, key[1:]))
+                    for key, value in resolved.items()
+                    if key.startswith("@")
+                ]
+                assert (
+                    len(registries) <= 1
+                ), f"Cannot resolve using multiple registries at {'.'.join(loc)}"
+
+                if len(registries) == 1:
+                    cfg = resolved
+                    params = dict(resolved)
+                    params.pop(registries[0][0])
+                    fn = registries[0][2].get(registries[0][1])
+                    try:
+                        resolved = fn(**params)
+                        # The `validate_arguments` decorator has most likely
+                        # already put the resolved config in the registry
+                        # but for components that are instantiated without it
+                        # we need to do it here
+                        Config._store_resolved(resolved, cfg)
+                    except ConfitValidationError as e:
+                        e = ConfitValidationError(
+                            errors=patch_errors(e.raw_errors, loc, params),
+                            model=e.model,
+                            name=getattr(e, "name", None),
+                        ).with_traceback(remove_lib_from_traceback(e.__traceback__))
+                        if not is_debug():
+                            e.__cause__ = None
+                            e.__suppress_context__ = True
+                        raise e
+
+            elif isinstance(obj, list):
+                resolved = [rec(v, (*loc, i)) for i, v in enumerate(obj)]
+            elif isinstance(obj, tuple):
+                resolved = tuple(rec(v, (*loc, i)) for i, v in enumerate(obj))
+            elif isinstance(obj, Reference):
+                while True:
+                    try:
+                        resolved = resolve_reference(obj)
+                        break
+                    except (KeyError, NameError):
+                        raise MissingReference(obj)
+            else:
+                resolved = obj
+
+            resolved_locs[id(obj)] = resolved
+
+            return resolved
+
+        return rec(self, ())
+
+    def merge(
+        self,
+        *updates: Union[Dict[str, Any], "Config"],
+        remove_extra: bool = False,
+    ) -> "Config":
+        """
+        Deep merge two configs. Heavily inspired from `thinc`'s config merge function.
+
+        Parameters
+        ----------
+        updates: Union[Config, Dict]
+            Configs to update the original config
+        remove_extra:
+            If true, restricts update to keys that existed in the original config
+
+        Returns
+        -------
+        The new config
+        """
+
+        def deep_set(current, path, val):
+            if path not in current and remove_extra:
+                return
+            current[path] = val
+
+        def rec(old, new):
+            for key, new_val in list(new.items()):
+                if "." in key:
+                    deep_set(old, key, new_val)
+                    continue
+
+                if key not in old:
+                    if remove_extra:
+                        continue
+                    else:
+                        old[key] = new_val
+                        continue
+
+                old_val = old[key]
+                if isinstance(old_val, dict) and isinstance(new_val, dict):
+                    old_resolver = next((k for k in old_val if k.startswith("@")), None)
+                    new_resolver = next((k for k in new_val if k.startswith("@")), None)
+                    if (
+                        new_resolver is not None
+                        and old_resolver is not None
+                        and (
+                            old_resolver != new_resolver
+                            or old_val.get(old_resolver) != new_val.get(new_resolver)
+                        )
+                    ):
+                        old[key] = new_val
+                    else:
+                        rec(old[key], new_val)
+                else:
+                    old[key] = new_val
+            return old
+
+        config = self.copy()
+        for u in updates:
+            rec(config, u)
+        return config
+
+    def copy(self: T) -> T:
+        """
+        Deep copy of the config, but not of the underlying data.
+        Should also work with other types of objects (e.g. lists, tuples, etc.)
+
+        ```
+        Config.copy([1, 2, {"ok": 3}}]) == [1, 2, {"ok": 3}]
+        ```
+
+        Returns
+        -------
+        Any
+        """
+        seen = {}
+
+        def rec(obj):
+            if id(obj) in seen:
+                return seen[id(obj)]
+            seen[id(obj)] = obj
+            if isinstance(obj, (Config, dict)):
+                return type(obj)(
+                    {k: rec(v) for k, v in obj.items()},
+                )
+            elif isinstance(obj, list):
+                return [rec(v) for v in obj]
+            elif isinstance(obj, tuple):
+                return tuple(rec(v) for v in obj)
+            elif isinstance(obj, Reference):
+                return Reference(obj.value)
+            else:
+                return obj
+
+        copy = rec(self)
+        return copy
+
+    @classmethod
+    def _store_resolved(cls, resolved: Any, config: Dict[str, Any]):
+        """
+        Adds a resolved object to the RESOLVED_TO_CONFIG dict
+        for later retrieval during serialization
+        ([`.serialize`][confit.config.Config.serialize])
+
+        Parameters
+        ----------
+        resolved: Any
+        config: Config
+        """
+        try:
+            RESOLVED_TO_CONFIG[resolved] = config
+        except TypeError:
+            pass
+
    +
    + + + +
    + + + + + + + + + +
    + + +

    + __init__(*args, **kwargs) + +

    + + +
    + +

    A new config object can be instantiated either from a dict as a positional +argument, or from keyword arguments. Only one of these two options can be +used at a time.

    + + + + + + + + + + + + + + + + + + + +
    PARAMETERDESCRIPTION
    args +
    + +
    +

    + + TYPE: + Any + + + DEFAULT: + () + +

    +
    kwargs +
    + +
    +

    + + TYPE: + Any + + + DEFAULT: + {} + +

    +
    + +
    + Source code in confit/config.py + 
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    def __init__(self, *args: Any, **kwargs: Any):
+    """
+    A new config object can be instantiated either from a dict as a positional
+    argument, or from keyword arguments. Only one of these two options can be
+    used at a time.
+
+    Parameters
+    ----------
+    args: Any
+    kwargs: Any
+    """
+    if len(args) == 1 and isinstance(args[0], dict):
+        assert len(kwargs) == 0
+        kwargs = args[0]
+    super().__init__(**kwargs)
+
    +
    +
    + +
    + +
    + + +

    + from_cfg_str(s, resolve=False, registry=None) + + + classmethod + + +

    + + +
    + +

    Load a config object from a config string

    + + + + + + + + + + + + + + + + + + + + + + + +
    PARAMETERDESCRIPTION
    s +
    +

    The cfg config string

    +
    +

    + + TYPE: + str + +

    +
    resolve +
    +

    Whether to resolve sections with '@' keys

    +
    +

    + + TYPE: + bool + + + DEFAULT: + False + +

    +
    registry +
    +

    Optional registry to resolve from. +If None, the default registry will be used.

    +
    +

    + + TYPE: + Any + + + DEFAULT: + None + +

    +
    + + + + + + + + + + + + + + + +
    RETURNSDESCRIPTION
    + + Config + + +
    + +
    +
    + +
    + Source code in confit/config.py + 
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    @classmethod
+def from_cfg_str(cls, s: str, resolve: bool = False, registry: Any = None) -> Any:
+    """
+    Load a config object from a config string
+
+    Parameters
+    ----------
+    s: Union[str, Path]
+        The cfg config string
+    resolve
+        Whether to resolve sections with '@' keys
+    registry
+        Optional registry to resolve from.
+        If None, the default registry will be used.
+
+    Returns
+    -------
+    Config
+    """
+    parser = ConfigParser(interpolation=None)
+    parser.optionxform = str
+    parser.read_string(s)
+
+    config = Config()
+
+    for section in parser.sections():
+        parts = split_path(section)
+        current = config
+        for part in parts:
+            if part not in current:
+                current[part] = current = Config()
+            else:
+                current = current[part]
+
+        current.clear()
+        errors = []
+        for k, v in parser.items(section):
+            path = split_path(k)
+            for part in path[:-1]:
+                if part not in current:
+                    current[part] = current = Config()
+                else:
+                    current = current[part]
+            try:
+                current[path[-1]] = loads(v)
+            except ValueError as e:
+                errors.append(ErrorWrapper(e, loc=path))
+
+        if errors:
+            raise ConfitValidationError(errors=errors)
+
+    if resolve:
+        return config.resolve(registry=registry)
+
+    return config
+
    +
    +
    + +
    + +
    + + +

    + from_disk(path, resolve=False, registry=None) + + + classmethod + + +

    + + +
    + +

    Load a config object from a '.cfg' file

    + + + + + + + + + + + + + + + + + + + + + + + +
    PARAMETERDESCRIPTION
    path +
    +

    The path to the config object

    +
    +

    + + TYPE: + Union[str, Path] + +

    +
    resolve +
    +

    Whether to resolve mappings with '@' keys

    +
    +

    + + TYPE: + bool + + + DEFAULT: + False + +

    +
    registry +
    +

    Optional registry to resolve from. +If None, the default registry will be used.

    +
    +

    + + TYPE: + Any + + + DEFAULT: + None + +

    +
    + + + + + + + + + + + + + + + +
    RETURNSDESCRIPTION
    + + Config + + +
    + +
    +
    + +
    + Source code in confit/config.py + 
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    @classmethod
+def from_disk(
+    cls, path: Union[str, Path], resolve: bool = False, registry: Any = None
+) -> "Config":
+    """
+    Load a config object from a '.cfg' file
+
+    Parameters
+    ----------
+    path: Union[str, Path]
+        The path to the config object
+    resolve
+        Whether to resolve mappings with '@' keys
+    registry
+        Optional registry to resolve from.
+        If None, the default registry will be used.
+
+    Returns
+    -------
+    Config
+    """
+    s = Path(path).read_text(encoding="utf-8")
+    path_str = str(path)
+    if path_str.endswith(".yaml") or path_str.endswith(".yml"):
+        return cls.from_yaml_str(s, resolve=resolve, registry=registry)
+    else:
+        return cls.from_cfg_str(s, resolve=resolve, registry=registry)
+
    +
    +
    + +
    + +
    + + +

    + to_disk(path) + +

    + + +
    + +

    Export a config to the disk (usually to a .cfg file)

    + + + + + + + + + + + + + + + +
    PARAMETERDESCRIPTION
    path +
    + +
    +

    + + TYPE: + Union[str, Path] + +

    +
    + +
    + Source code in confit/config.py + 
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    def to_disk(self, path: Union[str, Path]):
+    """
+    Export a config to the disk (usually to a .cfg file)
+
+    Parameters
+    ----------
+    path: Union[str, path]
+    """
+    path_str = str(path)
+    if path_str.endswith(".yaml") or path_str.endswith(".yml"):
+        s = self.to_yaml_str()
+    else:
+        s = Config.to_str(self)
+    Path(path).write_text(s, encoding="utf-8")
+
    +
    +
    + +
    + +
    + + +

    + serialize() + +

    + + +
    + +

    Try to convert non-serializable objects using the RESOLVED_TO_CONFIG object +back to their original catalogue + params form

    +

    We try to preserve referential equalities between non dict/list/tuple +objects by serializing subsequent references to the same object as references +to its first occurrence in the tree.

    +
    a = A()  # serializable object
+cfg = {"a": a, "b": a}
+print(Config.serialize(cfg))
+# Out: {"a": {...}, "b": Reference("a")}
+
    + + + + + + + + + + + + + + + +
    RETURNSDESCRIPTION
    + + Config + + +
    + +
    +
    + +
    + Source code in confit/config.py + 
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    def serialize(self: Any):
+    """
+    Try to convert non-serializable objects using the RESOLVED_TO_CONFIG object
+    back to their original catalogue + params form
+
+    We try to preserve referential equalities between non dict/list/tuple
+    objects by serializing subsequent references to the same object as references
+    to its first occurrence in the tree.
+
+    ```python
+    a = A()  # serializable object
+    cfg = {"a": a, "b": a}
+    print(Config.serialize(cfg))
+    # Out: {"a": {...}, "b": Reference("a")}
+    ```
+
+    Returns
+    -------
+    Config
+    """
+    refs = {}
+
+    # Temp memory to avoid objects being garbage collected
+    mem = []
+
+    def is_simple(o):
+        return o is None or isinstance(o, (str, int, float, bool, Reference))
+
+    def rec(o: Any, path: Loc = ()):
+        if id(o) in refs:
+            return refs[id(o)]
+        if is_simple(o):
+            return o
+        if isinstance(o, collections.abc.Mapping):
+            items = sorted(
+                o.items(),
+                key=lambda x: 1
+                if (
+                    is_simple(x[1])
+                    or isinstance(x[1], (collections.abc.Mapping, list, tuple))
+                )
+                else 0,
+            )
+            serialized = {k: rec(v, (*path, k)) for k, v in items}
+            serialized = {k: serialized[k] for k in o.keys()}
+            mem.append(o)
+            refs[id(o)] = Reference(join_path(path))
+            if isinstance(o, Config):
+                serialized = Config(serialized)
+            return serialized
+        if isinstance(o, (list, tuple)):
+            mem.append(o)
+            refs[id(o)] = Reference(join_path(path))
+            return type(o)(rec(v, (*path, i)) for i, v in enumerate(o))
+        cfg = None
+        try:
+            cfg = (cfg or Config()).merge(RESOLVED_TO_CONFIG[o])
+        except (KeyError, TypeError):
+            pass
+        try:
+            cfg = (cfg or Config()).merge(o.cfg)
+        except (AttributeError, TypeError):
+            pass
+        if cfg is not None:
+            mem.append(o)
+            refs[id(o)] = Reference(join_path(path))
+            return rec(cfg, path)
+        try:
+            return pydantic_core.to_jsonable_python(o)
+        except Exception:
+            raise TypeError(f"Cannot dump {o!r} at {join_path(path)}")
+
+    return rec(self)
+
    +
    +
    + +
    + +
    + + +

    + to_cfg_str() + +

    + + +
    + +

    Export a config to a string in the cfg format +by serializing it first

    + + + + + + + + + + + + + + + +
    RETURNSDESCRIPTION
    + + str + + +
    + +
    +
    + +
    + Source code in confit/config.py + 
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    def to_cfg_str(self):
+    """
+    Export a config to a string in the cfg format
+    by serializing it first
+
+    Returns
+    -------
+    str
+    """
+    additional_sections = {}
+
+    prepared = flatten_sections(Config.serialize(self))
+    prepared.update(flatten_sections(additional_sections))
+
+    parser = ConfigParser(interpolation=None)
+    parser.optionxform = str
+    for section_name, section in prepared.items():
+        parser.add_section(section_name)
+        parser[section_name].update(
+            {join_path((k,)): dumps(v) for k, v in section.items()}
+        )
+    s = StringIO()
+    parser.write(s)
+    return s.getvalue()
+
    +
    +
    + +
    + +
    + + +

    + resolve(deep=True, registry=None, root=None) + +

    + + +
    + +

    Resolves the parts of the nested config object with @ variables using +a registry, and then interpolate references in the config.

    + + + + + + + + + + + + + + + + + + + + + + + +
    PARAMETERDESCRIPTION
    deep +
    +

    Should we resolve deeply

    +
    +

    + + DEFAULT: + True + +

    +
    registry +
    +

    Registry to use when resolving

    +
    +

    + + TYPE: + Any + + + DEFAULT: + None + +

    +
    root +
    +

    The root of the config tree. Used for resolving references.

    +
    +

    + + TYPE: + Mapping + + + DEFAULT: + None + +

    +
    + + + + + + + + + + + + + + + +
    RETURNSDESCRIPTION
    + + Union[Config, Any] + + +
    + +
    +
    + +
    + Source code in confit/config.py + 
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    def resolve(self, deep=True, registry: Any = None, root: Mapping = None) -> Any:
+    """
+    Resolves the parts of the nested config object with @ variables using
+    a registry, and then interpolate references in the config.
+
+    Parameters
+    ----------
+    deep: bool
+        Should we resolve deeply
+    registry:
+        Registry to use when resolving
+    root: Mapping
+        The root of the config tree. Used for resolving references.
+
+    Returns
+    -------
+    Union[Config, Any]
+    """
+    if root is None:
+        root = self
+
+    if registry is None:
+        from .registry import get_default_registry
+
+        registry = get_default_registry()
+    resolved_locs = {}
+    seen_locs = set()
+
+    def resolve_reference(ref: Reference) -> Any:
+        pat = re.compile(PATH + ":?")
+
+        def replace(match: re.Match):
+            start = match.start()
+            if start > 0 and ref.value[start - 1] == ":":
+                return match.group()
+
+            path = match.group()
+            parts = split_path(path.rstrip(":"))
+
+            # Check if part is any special python keyword
+            if len(parts) == 1 and parts[0] in keyword.kwlist:
+                return match.group()
+            try:
+                return local_names[parts] + ("." if path.endswith(":") else "")
+            except KeyError:
+                raise KeyError(path)
+
+        local_names = {}
+        for match in pat.finditer(ref.value):
+            start = match.start()
+            if start > 0 and ref.value[start - 1] == ":":
+                continue
+            path = match.group()
+            parts = split_path(path.rstrip(":"))
+            if len(parts) == 1 and parts[0] in keyword.kwlist:
+                continue
+            local_names.setdefault(parts, f"var_{len(local_names)}")
+
+        local_leaves = DynamicLocals(local_names, root, resolved_locs, rec)
+
+        replaced = pat.sub(replace, ref.value)
+
+        res = safe_eval(replaced, local_leaves)
+
+        return res
+
+    def rec(obj, loc: Tuple[Union[str, int]] = ()):
+        """
+        Parameters
+        ----------
+        obj: Any
+            The current object being resolved
+        loc: Sequence[str]
+            Internal variable
+            Current path in tree
+
+        Returns
+        -------
+
+        """
+        if id(obj) in resolved_locs:
+            return resolved_locs[id(obj)]
+
+        if id(obj) in seen_locs:
+            raise CyclicReferenceError(tuple(loc))
+
+        seen_locs.add(id(obj))
+
+        if not deep and len(loc) > 1:
+            return obj
+
+        if isinstance(obj, Mapping):
+            resolved = Config({k: rec(v, (*loc, k)) for k, v in obj.items()})
+
+            registries = [
+                (key, value, getattr(registry, key[1:]))
+                for key, value in resolved.items()
+                if key.startswith("@")
+            ]
+            assert (
+                len(registries) <= 1
+            ), f"Cannot resolve using multiple registries at {'.'.join(loc)}"
+
+            if len(registries) == 1:
+                cfg = resolved
+                params = dict(resolved)
+                params.pop(registries[0][0])
+                fn = registries[0][2].get(registries[0][1])
+                try:
+                    resolved = fn(**params)
+                    # The `validate_arguments` decorator has most likely
+                    # already put the resolved config in the registry
+                    # but for components that are instantiated without it
+                    # we need to do it here
+                    Config._store_resolved(resolved, cfg)
+                except ConfitValidationError as e:
+                    e = ConfitValidationError(
+                        errors=patch_errors(e.raw_errors, loc, params),
+                        model=e.model,
+                        name=getattr(e, "name", None),
+                    ).with_traceback(remove_lib_from_traceback(e.__traceback__))
+                    if not is_debug():
+                        e.__cause__ = None
+                        e.__suppress_context__ = True
+                    raise e
+
+        elif isinstance(obj, list):
+            resolved = [rec(v, (*loc, i)) for i, v in enumerate(obj)]
+        elif isinstance(obj, tuple):
+            resolved = tuple(rec(v, (*loc, i)) for i, v in enumerate(obj))
+        elif isinstance(obj, Reference):
+            while True:
+                try:
+                    resolved = resolve_reference(obj)
+                    break
+                except (KeyError, NameError):
+                    raise MissingReference(obj)
+        else:
+            resolved = obj
+
+        resolved_locs[id(obj)] = resolved
+
+        return resolved
+
+    return rec(self, ())
+
    +
    +
    + +
    + +
    + + +

    + merge(*updates, remove_extra=False) + +

    + + +
    + +

    Deep merge two configs. Heavily inspired from thinc's config merge function.

    + + + + + + + + + + + + + + + + + + + +
    PARAMETERDESCRIPTION
    updates +
    +

    Configs to update the original config

    +
    +

    + + TYPE: + Union[Dict[str, Any], Config] + + + DEFAULT: + () + +

    +
    remove_extra +
    +

    If true, restricts update to keys that existed in the original config

    +
    +

    + + TYPE: + bool + + + DEFAULT: + False + +

    +
    + + + + + + + + + + + + + + + +
    RETURNSDESCRIPTION
    + + The new config + + +
    + +
    +
    + +
    + Source code in confit/config.py + 
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    def merge(
+    self,
+    *updates: Union[Dict[str, Any], "Config"],
+    remove_extra: bool = False,
+) -> "Config":
+    """
+    Deep merge two configs. Heavily inspired from `thinc`'s config merge function.
+
+    Parameters
+    ----------
+    updates: Union[Config, Dict]
+        Configs to update the original config
+    remove_extra:
+        If true, restricts update to keys that existed in the original config
+
+    Returns
+    -------
+    The new config
+    """
+
+    def deep_set(current, path, val):
+        if path not in current and remove_extra:
+            return
+        current[path] = val
+
+    def rec(old, new):
+        for key, new_val in list(new.items()):
+            if "." in key:
+                deep_set(old, key, new_val)
+                continue
+
+            if key not in old:
+                if remove_extra:
+                    continue
+                else:
+                    old[key] = new_val
+                    continue
+
+            old_val = old[key]
+            if isinstance(old_val, dict) and isinstance(new_val, dict):
+                old_resolver = next((k for k in old_val if k.startswith("@")), None)
+                new_resolver = next((k for k in new_val if k.startswith("@")), None)
+                if (
+                    new_resolver is not None
+                    and old_resolver is not None
+                    and (
+                        old_resolver != new_resolver
+                        or old_val.get(old_resolver) != new_val.get(new_resolver)
+                    )
+                ):
+                    old[key] = new_val
+                else:
+                    rec(old[key], new_val)
+            else:
+                old[key] = new_val
+        return old
+
+    config = self.copy()
+    for u in updates:
+        rec(config, u)
+    return config
+
    +
    +
    + +
    + +
    + + +

    + copy() + +

    + + +
    + +

    Deep copy of the config, but not of the underlying data. +Should also work with other types of objects (e.g. lists, tuples, etc.)

    +
    Config.copy([1, 2, {"ok": 3}}]) == [1, 2, {"ok": 3}]
+
    + + + + + + + + + + + + + + + +
    RETURNSDESCRIPTION
    + + Any + + +
    + +
    +
    + +
    + Source code in confit/config.py + 
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    def copy(self: T) -> T:
+    """
+    Deep copy of the config, but not of the underlying data.
+    Should also work with other types of objects (e.g. lists, tuples, etc.)
+
+    ```
+    Config.copy([1, 2, {"ok": 3}}]) == [1, 2, {"ok": 3}]
+    ```
+
+    Returns
+    -------
+    Any
+    """
+    seen = {}
+
+    def rec(obj):
+        if id(obj) in seen:
+            return seen[id(obj)]
+        seen[id(obj)] = obj
+        if isinstance(obj, (Config, dict)):
+            return type(obj)(
+                {k: rec(v) for k, v in obj.items()},
+            )
+        elif isinstance(obj, list):
+            return [rec(v) for v in obj]
+        elif isinstance(obj, tuple):
+            return tuple(rec(v) for v in obj)
+        elif isinstance(obj, Reference):
+            return Reference(obj.value)
+        else:
+            return obj
+
+    copy = rec(self)
+    return copy
+
    +
    +
    + +
    + + + +
    + +
    + +
    + + +
    + + +

    + merge_from_disk(config_paths, returned_name='first') + +

    + + +
    + +

    Merge multiple configs loaded from the filesystem +and return the merged config as well as the name of the config

    + + + + + + + + + + + + + + + + + + + +
    PARAMETERDESCRIPTION
    config_paths +
    +

    Paths to the config files

    +
    +

    + + TYPE: + Union[Path, List[Path]] + +

    +
    returned_name +
    +

    If "first", the name of the first config is returned as the name of the merged +config. If "concat", the names of the configs are concatenated with a "+" sign

    +
    +

    + + TYPE: + str + + + DEFAULT: + 'first' + +

    +
    + +
    + Source code in confit/config.py + 
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    def merge_from_disk(
+    config_paths: Union[Path, List[Path]],
+    returned_name: str = "first",
+):
+    """
+    Merge multiple configs loaded from the filesystem
+    and return the merged config as well as the name of the config
+
+    Parameters
+    ----------
+    config_paths: Union[Path, List[Path]]
+        Paths to the config files
+    returned_name: str
+        If "first", the name of the first config is returned as the name of the merged
+        config. If "concat", the names of the configs are concatenated with a "+" sign
+
+    Returns
+    -------
+
+    """
+    assert returned_name in {"first", "concat"}
+    if isinstance(config_paths, Path):
+        config_paths = [config_paths]
+
+    configs = [Config.from_disk(p, resolve=False) for p in config_paths]
+    config_names = [p.stem for p in config_paths]
+
+    name = config_names[0] if returned_name == "first" else "+".join(config_names)
+
+    config = configs.pop(0)
+    return config.merge(*configs), name
+
    +
    +
    + +
    + + + +
    + +
    + +
    + + + + + + +
    +
    + + +
    + +
    + + + +
    +
    +
    +
    + + + + + + + + + + + + + + + + + + \ No newline at end of file diff --git a/main/reference/errors/index.html b/main/reference/errors/index.html new file mode 100644 index 0000000..34ee5b0 --- /dev/null +++ b/main/reference/errors/index.html @@ -0,0 +1,1928 @@ + + + + + + + + + + + + + + + + errors - Confit + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
    + +
    + + + + + + +
    + + +
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    + + + + + + +
    +
    + + + +
    +
    +
    + + + + +
    +
    +
    + + + +
    +
    +
    + + + +
    +
    +
    + + + +
    +
    + + + + + + + + + +

    confit.errors

    + + +
    + + + + +
    + + + +
    + + + + + + + + +
    + + + +

    + MissingReference + + +

    + + +
    +

    + Bases: Exception

    + + +

    Raised when one or multiple references cannot be resolved.

    + +
    + Source code in confit/errors.py + 
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    class MissingReference(Exception):
+    """
+    Raised when one or multiple references cannot be resolved.
+    """
+
+    def __init__(self, ref: Reference):
+        """
+        Parameters
+        ----------
+        ref: Reference
+            The reference that could not be resolved.
+        """
+        self.ref = ref
+        super().__init__()
+
+    def __str__(self):
+        """
+        String representation of the exception
+        """
+        return "Could not interpolate the following reference: {}".format(self.ref)
+
    +
    + + + +
    + + + + + + + + + +
    + + +

    + __init__(ref) + +

    + + +
    + + + + + + + + + + + + + + + + +
    PARAMETERDESCRIPTION
    ref +
    +

    The reference that could not be resolved.

    +
    +

    + + TYPE: + Reference + +

    +
    + +
    + Source code in confit/errors.py + 
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    def __init__(self, ref: Reference):
+    """
+    Parameters
+    ----------
+    ref: Reference
+        The reference that could not be resolved.
+    """
+    self.ref = ref
+    super().__init__()
+
    +
    +
    + +
    + +
    + + +

    + __str__() + +

    + + +
    + +

    String representation of the exception

    + +
    + Source code in confit/errors.py + 
    49
+50
+51
+52
+53
    def __str__(self):
+    """
+    String representation of the exception
+    """
+    return "Could not interpolate the following reference: {}".format(self.ref)
+
    +
    +
    + +
    + + + +
    + +
    + +
    + +
    + + + +

    + CyclicReferenceError + + +

    + + +
    +

    + Bases: Exception

    + + +

    Raised when a cyclic reference is detected.

    + +
    + Source code in confit/errors.py + 
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    class CyclicReferenceError(Exception):
+    """
+    Raised when a cyclic reference is detected.
+    """
+
+    def __init__(self, path: Loc):
+        """
+        Parameters
+        ----------
+        path: Loc
+            The path of the cyclic reference
+        """
+        self.path = path
+        super().__init__()
+
+    def __str__(self):
+        """
+        String representation of the exception
+        """
+        return "Cyclic reference detected at {}".format(join_path(self.path))
+
    +
    + + + +
    + + + + + + + + + +
    + + +

    + __init__(path) + +

    + + +
    + + + + + + + + + + + + + + + + +
    PARAMETERDESCRIPTION
    path +
    +

    The path of the cyclic reference

    +
    +

    + + TYPE: + Loc + +

    +
    + +
    + Source code in confit/errors.py + 
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    def __init__(self, path: Loc):
+    """
+    Parameters
+    ----------
+    path: Loc
+        The path of the cyclic reference
+    """
+    self.path = path
+    super().__init__()
+
    +
    +
    + +
    + +
    + + +

    + __str__() + +

    + + +
    + +

    String representation of the exception

    + +
    + Source code in confit/errors.py + 
    71
+72
+73
+74
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    def __str__(self):
+    """
+    String representation of the exception
+    """
+    return "Cyclic reference detected at {}".format(join_path(self.path))
+
    +
    +
    + +
    + + + +
    + +
    + +
    + + +
    + + +

    + remove_lib_from_traceback(tb) + +

    + + +
    + +

    Remove the lib folder from the traceback

    + +
    + Source code in confit/errors.py + 
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    def remove_lib_from_traceback(tb):
+    """
+    Remove the lib folder from the traceback
+    """
+    # compare package to module in f_globals
+    if is_debug():
+        return tb
+    if tb is not None and tb.tb_frame.f_globals.get("__package__") == __package__:
+        return remove_lib_from_traceback(tb.tb_next)
+    if tb is None or tb.tb_next is None:
+        return tb
+    tb.tb_next = remove_lib_from_traceback(tb.tb_next)
+    return tb
+
    +
    +
    + +
    + +
    + + +

    + to_legacy_error(err, model) + +

    + + +
    + +

    Decorator to convert a Pydantic ValidationError into a ConfitValidationError

    + +
    + Source code in confit/errors.py + 
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    def to_legacy_error(err: pydantic.ValidationError, model: Any) -> LegacyValidationError:
+    """
+    Decorator to convert a Pydantic ValidationError into a ConfitValidationError
+    """
+    if isinstance(err, LegacyValidationError):
+        return err
+    errors = err.errors(include_url=False)
+    raw_errors = []
+    for err in errors:
+        try:
+            vrepr = repr(err["input"])
+        except Exception:  # pragma: no cover
+            vrepr = object.__repr__(err["input"])
+        vrepr = vrepr[:50] + "..." if len(vrepr) > 50 else vrepr
+        err = dict(err)
+        msg = err.pop("msg", "")
+        msg = (msg[0].lower() + msg[1:]) if msg else msg
+        raw_errors.append(
+            ErrorWrapper(
+                exc=err["ctx"]["error"]
+                if "ctx" in err
+                and "error" in err["ctx"]
+                and isinstance(err["ctx"]["error"], BaseException)
+                else PydanticNewStyleError(
+                    **err,
+                    msg=msg,
+                    actual_value=vrepr,
+                    actual_type=type(err["input"]).__name__,
+                ),
+                loc=err["loc"],
+            )
+        )
+    return ConfitValidationError(raw_errors, model=model)
+
    +
    +
    + +
    + +
    + + +

    + patch_errors(errors, path=(), values=None, model=None, special_names=(), drop_names=()) + +

    + + +
    + +

    Patch the location of the errors to add the path prefix and complete +the errors with the actual value if it is available. +This is useful when the errors are raised in a sub-dict of the config.

    + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
    PARAMETERDESCRIPTION
    errors +
    +

    The pydantic errors to patch

    +
    +

    + + TYPE: + T + +

    +
    path +
    +

    The path to add to the errors

    +
    +

    + + TYPE: + Loc + + + DEFAULT: + () + +

    +
    values +
    +

    The values of the config

    +
    +

    + + TYPE: + Dict + + + DEFAULT: + None + +

    +
    special_names +
    +

    The names of the special keys of the model signature, to replace with a wildcard +when encountered in the error path

    +
    +

    + + TYPE: + Sequence[str] + + + DEFAULT: + () + +

    +
    model +
    +

    The model of the config

    +
    +

    + + TYPE: + Optional[BaseModel] + + + DEFAULT: + None + +

    +
    drop_names +
    +

    The names of the keys to drop from the error path

    +
    +

    + + TYPE: + Sequence[str] + + + DEFAULT: + () + +

    +
    + + + + + + + + + + + + + + + +
    RETURNSDESCRIPTION
    + + Union[ValidationError, Sequence[ErrorWrapper], ErrorWrapper] + + +
    +

    The patched errors

    +
    +
    + +
    + Source code in confit/errors.py + 
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    def patch_errors(
+    errors: T,
+    path: Loc = (),
+    values: Dict = None,
+    model: Optional[pydantic.BaseModel] = None,
+    special_names: Sequence[str] = (),
+    drop_names: Sequence[str] = (),
+) -> T:
+    """
+    Patch the location of the errors to add the `path` prefix and complete
+    the errors with the actual value if it is available.
+    This is useful when the errors are raised in a sub-dict of the config.
+
+    Parameters
+    ----------
+    errors: Union[LegacyValidationError, Sequence[ErrorWrapper], ErrorWrapper]
+        The pydantic errors to patch
+    path: Loc
+        The path to add to the errors
+    values: Dict
+        The values of the config
+    special_names: Sequence[str]
+        The names of the special keys of the model signature, to replace with a wildcard
+        when encountered in the error path
+    model: Optional[pydantic.BaseModel]
+        The model of the config
+    drop_names: Sequence[str]
+        The names of the keys to drop from the error path
+
+    Returns
+    -------
+    Union[LegacyValidationError, Sequence[ErrorWrapper], ErrorWrapper]
+        The patched errors
+    """
+    if isinstance(errors, pydantic.ValidationError):
+        errors = to_legacy_error(errors, model).raw_errors
+        errors = patch_errors(errors, path, values, model, special_names, drop_names)
+        return ConfitValidationError(errors, model=model)
+    if isinstance(errors, list):
+        res = []
+        for error in errors:
+            res.extend(
+                patch_errors(error, path, values, model, special_names, drop_names)
+            )
+        return res
+    if isinstance(errors, ErrorWrapper) and isinstance(
+        errors.exc, LegacyValidationError
+    ):
+        try:
+            field_model = model
+            for part in errors.loc_tuple():
+                # if not issubclass(field_model, pydantic.BaseModel) and issubclass(
+                #     field_model.vd.model, pydantic.BaseModel
+                # ):
+                #     field_model = field_model.vd.model
+                if PYDANTIC_V1:
+                    field_model = field_model.__fields__[part]
+                else:
+                    field_model = field_model.model_fields[part]
+                if PYDANTIC_V1:
+                    field_model = field_model.type_
+                else:
+                    field_model = field_model.annotation
+            if (
+                field_model is errors.exc.model
+                or field_model.vd.model is errors.exc.model
+            ):
+                return patch_errors(
+                    errors.exc.raw_errors,
+                    (*path, *errors.loc_tuple()),
+                    values,
+                    model,
+                    special_names,
+                    drop_names,
+                )
+        except (KeyError, AttributeError):  # pragma: no cover
+            print("Could not find model for", errors.loc_tuple())
+
+    if (
+        isinstance(errors.exc, PydanticErrorMixin)
+        and values is not None
+        and errors.loc_tuple()
+        and errors.loc_tuple()[0] in values
+    ):
+        if "actual_value" not in errors.exc.__dict__:
+            actual_value = values
+            for key in errors.loc_tuple():
+                actual_value = actual_value[key]
+            vrepr = repr(actual_value)
+            errors.exc.actual_value = vrepr[:50] + "..." if len(vrepr) > 50 else vrepr
+            errors.exc.actual_type = type(actual_value).__name__
+
+        cls = errors.exc.__class__
+        if cls not in PATCHED_ERRORS_CLS:
+
+            def error_str(self):
+                s = cls.__str__(self)
+                s = (
+                    s + f", got {self.actual_value} ({self.actual_type})"
+                    if hasattr(self, "actual_value")
+                    else s
+                )
+                return s
+
+            new_cls = type(
+                cls.__name__,
+                (cls,),
+                {
+                    "msg_template": cls.msg_template
+                    + ", got {actual_value} ({actual_type})"
+                }
+                if hasattr(cls, "msg_template")
+                else {
+                    "__str__": error_str,
+                },
+            )
+            PATCHED_ERRORS_CLS[cls] = new_cls
+            PATCHED_ERRORS_CLS[new_cls] = new_cls
+        errors.exc.__class__ = PATCHED_ERRORS_CLS[cls]
+
+    if (
+        isinstance(errors.exc, TypeError)
+        and str(errors.exc).startswith("unexpected keyword argument")
+        and ":" in errors.exc.args[0]
+    ):
+        extra_keys = errors.exc.args[0].split(": ")[1].split(", ")
+        return [
+            ErrorWrapper(
+                TypeError("unexpected keyword argument"),
+                (*path, *errors.loc_tuple()[:-1], key.strip("'")),
+            )
+            for key in extra_keys
+        ]
+
+    loc_tuple = errors.loc_tuple()
+    if loc_tuple and loc_tuple[-1] in special_names:
+        loc_tuple = (*loc_tuple[:-1], "[signature]")
+    loc_tuple = tuple(part for part in loc_tuple if part not in drop_names)
+
+    return [
+        ErrorWrapper(
+            errors.exc,
+            (*path, *loc_tuple),
+        )
+    ]
+
    +
    +
    + +
    + + + +
    + +
    + +
    + + + + + + +
    +
    + + +
    + +
    + + + +
    +
    +
    +
    + + + + + + + + + + + + + + + + + + \ No newline at end of file diff --git a/main/reference/index.html b/main/reference/index.html new file mode 100644 index 0000000..31f2ecf --- /dev/null +++ b/main/reference/index.html @@ -0,0 +1,801 @@ + + + + + + + + + + + + + + + + index - Confit + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
    + +
    + + + + + + +
    + + +
    + +
    + + + + + + +
    +
    + + + +
    +
    +
    + + + + +
    +
    +
    + + + +
    +
    +
    + + + +
    +
    +
    + + + +
    +
    + + + + + + + + + +

    confit

    + + +
    + + + + +
    + + + +
    + + + + + + + + + + + +
    + +
    + +
    + + + + + + +
    +
    + + +
    + +
    + + + +
    +
    +
    +
    + + + + + + + + + + + + + + + + + + \ No newline at end of file diff --git a/main/reference/registry/index.html b/main/reference/registry/index.html new file mode 100644 index 0000000..e89707c --- /dev/null +++ b/main/reference/registry/index.html @@ -0,0 +1,3061 @@ + + + + + + + + + + + + + + + + registry - Confit + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
    + +
    + + + + + + +
    + + +
    + +
    + + + + + + +
    +
    + + + +
    +
    +
    + + + + +
    +
    +
    + + + +
    +
    +
    + + + +
    +
    +
    + + + +
    +
    + + + + + + + + + +

    confit.registry

    + + +
    + + + + +
    + + + +
    + + + + + + + + +
    + + + +

    + VisibleDeprecationWarning + + +

    + + +
    +

    + Bases: UserWarning

    + + +

    Visible deprecation warning.

    +

    By default, python will not show deprecation warnings, so this class +can be used when a very visible warning is helpful, for example because +the usage is most likely a user bug.

    +

    Copied from https://github.com/numpy/numpy/blob/965b41d418e6100c1afae0b6f818a7ef152bc25d/numpy/_globals.py#L44-L51

    + +
    + Source code in confit/registry.py + 
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    class VisibleDeprecationWarning(UserWarning):
+    """
+    Visible deprecation warning.
+
+    By default, python will not show deprecation warnings, so this class
+    can be used when a very visible warning is helpful, for example because
+    the usage is most likely a user bug.
+
+    Copied from https://github.com/numpy/numpy/blob/965b41d418e6100c1afae0b6f818a7ef152bc25d/numpy/_globals.py#L44-L51
+    """  # noqa: E501
+
    +
    + +
    + +
    + +
    + + + +

    + Registry + + +

    + + +
    +

    + Bases: Registry

    + + +

    A registry that validates the input arguments of the registered functions.

    + +
    + Source code in confit/registry.py + 
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    class Registry(catalogue.Registry):
+    """
+    A registry that validates the input arguments of the registered functions.
+    """
+
+    def __init__(self, namespace: Sequence[str], entry_points: bool = False) -> None:
+        """
+        Initialize the registry.
+
+        Parameters
+        ----------
+        namespace: Sequence[str]
+            The namespace of the registry
+        entry_points: bool
+            Should we use entry points to load the registered functions
+        """
+        super().__init__(namespace, entry_points=entry_points)
+        self.registry = None
+
+    def register(
+        self,
+        name: str,
+        *,
+        func: Optional[catalogue.InFunc] = None,
+        save_params: Optional[Dict[str, Any]] = None,
+        skip_save_params: Sequence[str] = (),
+        invoker: Optional[Callable] = None,
+        deprecated: Sequence[str] = (),
+    ) -> Callable[[catalogue.InFunc], catalogue.InFunc]:
+        """
+        This is a convenience wrapper around `catalogue.Registry.register`, that
+        additionally validates the input arguments of the registered function and
+        saves the result of any call to a mapping to its arguments.
+
+        Parameters
+        ----------
+        name: str
+            The name of the function
+        func: Optional[catalogue.InFunc]
+            The function to register
+        save_params: Optional[Dict[str, Any]]
+            Additional parameters to save when the function is called. If falsy,
+            the function parameters are not saved
+        skip_save_params: Sequence[str]
+            List of parameters to skip when saving the function parameters
+        invoker: Optional[Callable] = None,
+            An optional invoker to apply to the function before registering it.
+            It is better to use this than to apply the invoker to the function
+            to preserve the signature of the function or the class and enable
+            validating its parameters.
+        deprecated: Sequence[str]
+            The deprecated registry names for the function
+
+        Returns
+        -------
+        Callable[[catalogue.InFunc], catalogue.InFunc]
+        """
+        registerer = super().register
+
+        save_params = save_params or {f"@{self.namespace[-1]}": name}
+
+        def invoke(func, params):
+            resolved = invoker(func, params) if invoker is not None else func(params)
+            if save_params is not None:
+                params_to_save = {**save_params, **params}
+                for name in skip_save_params:
+                    params_to_save.pop(name, None)
+                Config._store_resolved(resolved, params_to_save)
+            return resolved
+
+        def wrap_and_register(fn: catalogue.InFunc) -> catalogue.InFunc:
+            if save_params is not None:
+                _check_signature_for_save_params(
+                    fn if not isinstance(fn, type) else fn.__init__
+                )
+
+            validated_fn = validate_arguments(
+                fn,
+                config={"arbitrary_types_allowed": True},
+                registry=getattr(self, "registry", None),
+                invoker=invoke,
+            )
+            registerer(name)(validated_fn)
+
+            for deprecated_name in deprecated:
+
+                def make_deprecated_fn(old):
+                    @wraps(fn)
+                    def deprecated_fn(*args, **kwargs):
+                        warnings.warn(
+                            f'"{old}" is deprecated, please use "{name}" instead."',
+                            VisibleDeprecationWarning,
+                        )
+                        return validated_fn(*args, **kwargs)
+
+                    return deprecated_fn
+
+                registerer(deprecated_name)(make_deprecated_fn(deprecated_name))
+
+            return validated_fn
+
+        if func is not None:
+            return wrap_and_register(func)
+        else:
+            return wrap_and_register
+
+    def get_entry_points(self):
+        """Get registered entry points from other packages for this namespace.
+
+        RETURNS (Dict[str, Any]): Entry points, keyed by name.
+        """
+        entrypoints = importlib_metadata.entry_points()
+        if hasattr(entrypoints, "select"):
+            return entrypoints.select(group=self.entry_point_namespace)
+        else:  # dict
+            return entrypoints.get(self.entry_point_namespace, [])
+
+    def get(self, name: str):
+        """
+        Get the registered function for a given name.
+
+        Modified from catalogue.Registry.get to avoid importing
+        all entry points when lookup fails, but rather list the
+        available entry points.
+
+        Parameters
+        ----------
+        name: str
+            The name of the function
+
+        Returns
+        -------
+        catalogue.InFunc
+        """
+        path = list(self.namespace) + [name]
+        try:
+            return catalogue._get(path)
+        except catalogue.RegistryError:
+            if self.entry_points:
+                from_entry_point = self.get_entry_point(name)
+                if from_entry_point:
+                    return from_entry_point
+            if not catalogue.check_exists(*path):
+                raise catalogue.RegistryError(
+                    f"Can't find '{name}' in registry {' -> '.join(self.namespace)}. "
+                    f"Available names: "
+                    f"{', '.join(sorted(self.get_available())) or 'none'}"
+                )
+            return catalogue._get(path)
+
+    def get_available(self) -> Sequence[str]:
+        """Get all functions for a given namespace.
+
+        namespace (Tuple[str]): The namespace to get.
+        RETURNS (Dict[str, Any]): The functions, keyed by name.
+        """
+        result = set()
+        if self.entry_points:
+            result.update({p.name for p in self._get_entry_points()})
+        for keys in catalogue.REGISTRY.copy().keys():
+            if len(self.namespace) == len(keys) - 1 and all(
+                self.namespace[i] == keys[i] for i in range(len(self.namespace))
+            ):
+                result.add(keys[-1])
+        return sorted(result)
+
    +
    + + + +
    + + + + + + + + + +
    + + +

    + __init__(namespace, entry_points=False) + +

    + + +
    + +

    Initialize the registry.

    + + + + + + + + + + + + + + + + + + + +
    PARAMETERDESCRIPTION
    namespace +
    +

    The namespace of the registry

    +
    +

    + + TYPE: + Sequence[str] + +

    +
    entry_points +
    +

    Should we use entry points to load the registered functions

    +
    +

    + + TYPE: + bool + + + DEFAULT: + False + +

    +
    + +
    + Source code in confit/registry.py + 
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    def __init__(self, namespace: Sequence[str], entry_points: bool = False) -> None:
+    """
+    Initialize the registry.
+
+    Parameters
+    ----------
+    namespace: Sequence[str]
+        The namespace of the registry
+    entry_points: bool
+        Should we use entry points to load the registered functions
+    """
+    super().__init__(namespace, entry_points=entry_points)
+    self.registry = None
+
    +
    +
    + +
    + +
    + + +

    + register(name, *, func=None, save_params=None, skip_save_params=(), invoker=None, deprecated=()) + +

    + + +
    + +

    This is a convenience wrapper around catalogue.Registry.register, that +additionally validates the input arguments of the registered function and +saves the result of any call to a mapping to its arguments.

    + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
    PARAMETERDESCRIPTION
    name +
    +

    The name of the function

    +
    +

    + + TYPE: + str + +

    +
    func +
    +

    The function to register

    +
    +

    + + TYPE: + Optional[InFunc] + + + DEFAULT: + None + +

    +
    save_params +
    +

    Additional parameters to save when the function is called. If falsy, +the function parameters are not saved

    +
    +

    + + TYPE: + Optional[Dict[str, Any]] + + + DEFAULT: + None + +

    +
    skip_save_params +
    +

    List of parameters to skip when saving the function parameters

    +
    +

    + + TYPE: + Sequence[str] + + + DEFAULT: + () + +

    +
    invoker +
    +

    An optional invoker to apply to the function before registering it. +It is better to use this than to apply the invoker to the function +to preserve the signature of the function or the class and enable +validating its parameters.

    +
    +

    + + TYPE: + Optional[Callable] + + + DEFAULT: + None + +

    +
    deprecated +
    +

    The deprecated registry names for the function

    +
    +

    + + TYPE: + Sequence[str] + + + DEFAULT: + () + +

    +
    + + + + + + + + + + + + + + + +
    RETURNSDESCRIPTION
    + + Callable[[InFunc], InFunc] + + +
    + +
    +
    + +
    + Source code in confit/registry.py + 
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    def register(
+    self,
+    name: str,
+    *,
+    func: Optional[catalogue.InFunc] = None,
+    save_params: Optional[Dict[str, Any]] = None,
+    skip_save_params: Sequence[str] = (),
+    invoker: Optional[Callable] = None,
+    deprecated: Sequence[str] = (),
+) -> Callable[[catalogue.InFunc], catalogue.InFunc]:
+    """
+    This is a convenience wrapper around `catalogue.Registry.register`, that
+    additionally validates the input arguments of the registered function and
+    saves the result of any call to a mapping to its arguments.
+
+    Parameters
+    ----------
+    name: str
+        The name of the function
+    func: Optional[catalogue.InFunc]
+        The function to register
+    save_params: Optional[Dict[str, Any]]
+        Additional parameters to save when the function is called. If falsy,
+        the function parameters are not saved
+    skip_save_params: Sequence[str]
+        List of parameters to skip when saving the function parameters
+    invoker: Optional[Callable] = None,
+        An optional invoker to apply to the function before registering it.
+        It is better to use this than to apply the invoker to the function
+        to preserve the signature of the function or the class and enable
+        validating its parameters.
+    deprecated: Sequence[str]
+        The deprecated registry names for the function
+
+    Returns
+    -------
+    Callable[[catalogue.InFunc], catalogue.InFunc]
+    """
+    registerer = super().register
+
+    save_params = save_params or {f"@{self.namespace[-1]}": name}
+
+    def invoke(func, params):
+        resolved = invoker(func, params) if invoker is not None else func(params)
+        if save_params is not None:
+            params_to_save = {**save_params, **params}
+            for name in skip_save_params:
+                params_to_save.pop(name, None)
+            Config._store_resolved(resolved, params_to_save)
+        return resolved
+
+    def wrap_and_register(fn: catalogue.InFunc) -> catalogue.InFunc:
+        if save_params is not None:
+            _check_signature_for_save_params(
+                fn if not isinstance(fn, type) else fn.__init__
+            )
+
+        validated_fn = validate_arguments(
+            fn,
+            config={"arbitrary_types_allowed": True},
+            registry=getattr(self, "registry", None),
+            invoker=invoke,
+        )
+        registerer(name)(validated_fn)
+
+        for deprecated_name in deprecated:
+
+            def make_deprecated_fn(old):
+                @wraps(fn)
+                def deprecated_fn(*args, **kwargs):
+                    warnings.warn(
+                        f'"{old}" is deprecated, please use "{name}" instead."',
+                        VisibleDeprecationWarning,
+                    )
+                    return validated_fn(*args, **kwargs)
+
+                return deprecated_fn
+
+            registerer(deprecated_name)(make_deprecated_fn(deprecated_name))
+
+        return validated_fn
+
+    if func is not None:
+        return wrap_and_register(func)
+    else:
+        return wrap_and_register
+
    +
    +
    + +
    + +
    + + +

    + get_entry_points() + +

    + + +
    + +

    Get registered entry points from other packages for this namespace.

    +

    RETURNS (Dict[str, Any]): Entry points, keyed by name.

    + +
    + Source code in confit/registry.py + 
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    def get_entry_points(self):
+    """Get registered entry points from other packages for this namespace.
+
+    RETURNS (Dict[str, Any]): Entry points, keyed by name.
+    """
+    entrypoints = importlib_metadata.entry_points()
+    if hasattr(entrypoints, "select"):
+        return entrypoints.select(group=self.entry_point_namespace)
+    else:  # dict
+        return entrypoints.get(self.entry_point_namespace, [])
+
    +
    +
    + +
    + +
    + + +

    + get(name) + +

    + + +
    + +

    Get the registered function for a given name.

    +

    Modified from catalogue.Registry.get to avoid importing +all entry points when lookup fails, but rather list the +available entry points.

    + + + + + + + + + + + + + + + +
    PARAMETERDESCRIPTION
    name +
    +

    The name of the function

    +
    +

    + + TYPE: + str + +

    +
    + + + + + + + + + + + + + + + +
    RETURNSDESCRIPTION
    + + InFunc + + +
    + +
    +
    + +
    + Source code in confit/registry.py + 
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    def get(self, name: str):
+    """
+    Get the registered function for a given name.
+
+    Modified from catalogue.Registry.get to avoid importing
+    all entry points when lookup fails, but rather list the
+    available entry points.
+
+    Parameters
+    ----------
+    name: str
+        The name of the function
+
+    Returns
+    -------
+    catalogue.InFunc
+    """
+    path = list(self.namespace) + [name]
+    try:
+        return catalogue._get(path)
+    except catalogue.RegistryError:
+        if self.entry_points:
+            from_entry_point = self.get_entry_point(name)
+            if from_entry_point:
+                return from_entry_point
+        if not catalogue.check_exists(*path):
+            raise catalogue.RegistryError(
+                f"Can't find '{name}' in registry {' -> '.join(self.namespace)}. "
+                f"Available names: "
+                f"{', '.join(sorted(self.get_available())) or 'none'}"
+            )
+        return catalogue._get(path)
+
    +
    +
    + +
    + +
    + + +

    + get_available() + +

    + + +
    + +

    Get all functions for a given namespace.

    +

    namespace (Tuple[str]): The namespace to get. +RETURNS (Dict[str, Any]): The functions, keyed by name.

    + +
    + Source code in confit/registry.py + 
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    def get_available(self) -> Sequence[str]:
+    """Get all functions for a given namespace.
+
+    namespace (Tuple[str]): The namespace to get.
+    RETURNS (Dict[str, Any]): The functions, keyed by name.
+    """
+    result = set()
+    if self.entry_points:
+        result.update({p.name for p in self._get_entry_points()})
+    for keys in catalogue.REGISTRY.copy().keys():
+        if len(self.namespace) == len(keys) - 1 and all(
+            self.namespace[i] == keys[i] for i in range(len(self.namespace))
+        ):
+            result.add(keys[-1])
+    return sorted(result)
+
    +
    +
    + +
    + + + +
    + +
    + +
    + +
    + + + +

    + MetaRegistryCollection + + +

    + + +
    +

    + Bases: type

    + + +

    A metaclass for the registry collection that adds it as the +registry collection of all registries defined in the body of the class.

    + +
    + Source code in confit/registry.py + 
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    class MetaRegistryCollection(type):
+    """
+    A metaclass for the registry collection that adds it as the
+    registry collection of all registries defined in the body of the class.
+    """
+
+    def __setattr__(self, key, value):
+        assert isinstance(value, Registry)
+        value.registry = self
+        super().__setattr__(key, value)
+
+    def __init__(cls, name, bases, dct):
+        """
+        Initialize the registry collection by adding it-self as the registry collection
+        of all registries.
+
+        Parameters
+        ----------
+        name
+        bases
+        dct
+        """
+        super().__init__(name, bases, dct)
+        for key, value in dct.items():
+            if isinstance(value, Registry):
+                value.registry = cls
+
    +
    + + + +
    + + + + + + + + + +
    + + +

    + __init__(name, bases, dct) + +

    + + +
    + +

    Initialize the registry collection by adding it-self as the registry collection +of all registries.

    + + + + + + + + + + + + + + + + + + + + + + + +
    PARAMETERDESCRIPTION
    name +
    + +
    +

    +

    +
    bases +
    + +
    +

    +

    +
    dct +
    + +
    +

    +

    +
    + +
    + Source code in confit/registry.py + 
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    def __init__(cls, name, bases, dct):
+    """
+    Initialize the registry collection by adding it-self as the registry collection
+    of all registries.
+
+    Parameters
+    ----------
+    name
+    bases
+    dct
+    """
+    super().__init__(name, bases, dct)
+    for key, value in dct.items():
+        if isinstance(value, Registry):
+            value.registry = cls
+
    +
    +
    + +
    + + + +
    + +
    + +
    + +
    + + + +

    + RegistryCollection + + +

    + + +
    + + +

    A collection of registries.

    +

    ```python +class MyRegistries(RegistryCollection): + my_registry = Registry(("package_name", "my_registry"), entry_points=True) + my_other_registry = Registry(("package_name", "my_other_registry"))

    + +
    + Source code in confit/registry.py + 
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    class RegistryCollection(metaclass=MetaRegistryCollection):
+    """
+    A collection of registries.
+
+    ```python
+    class MyRegistries(RegistryCollection):
+        my_registry = Registry(("package_name", "my_registry"), entry_points=True)
+        my_other_registry = Registry(("package_name", "my_other_registry"))
+    """
+
    +
    + +
    + +
    + + +
    + + +

    + validate_arguments(func=None, *, config=None, invoker=None, registry=None) + +

    + + +
    + +

    Decorator to validate the arguments passed to a function and store the result +in a mapping from results to call parameters (allowing

    + + + + + + + + + + + + + + + + + + + + + + + + + + + +
    PARAMETERDESCRIPTION
    func +
    +

    The function or class to call

    +
    +

    + + TYPE: + Optional[Func] + + + DEFAULT: + None + +

    +
    config +
    +

    The validation configuration object

    +
    +

    + + TYPE: + Dict + + + DEFAULT: + None + +

    +
    invoker +
    +

    An optional invoker to apply on the validated function

    +
    +

    + + TYPE: + Optional[Callable[[Callable, Dict[str, Any]], Any]] + + + DEFAULT: + None + +

    +
    registry +
    +

    The registry to use to resolve the default parameters

    +
    +

    + + TYPE: + Any + + + DEFAULT: + None + +

    +
    + + + + + + + + + + + + + + + +
    RETURNSDESCRIPTION
    + + Any + + +
    + +
    +
    + +
    + Source code in confit/registry.py + 
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    def validate_arguments(
+    func: Optional[Func] = None,
+    *,
+    config: Dict = None,
+    invoker: Optional[Callable[[Callable, Dict[str, Any]], Any]] = None,
+    registry: Any = None,
+) -> Union[Func, Callable[[Func], Func]]:
+    """
+    Decorator to validate the arguments passed to a function and store the result
+    in a mapping from results to call parameters (allowing
+
+    Parameters
+    ----------
+    func: Callable
+        The function or class to call
+    config: Dict
+        The validation configuration object
+    invoker: Optional[Callable]
+        An optional invoker to apply on the validated function
+    registry: Any
+        The registry to use to resolve the default parameters
+
+    Returns
+    -------
+    Any
+    """
+    if config is None:
+        config = {}
+    config = {**config, "arbitrary_types_allowed": True}
+
+    def validate(_func: Callable) -> Callable:
+        if isinstance(_func, type):
+            _func: type
+            if hasattr(_func.__init__, "__wrapped__"):
+                vd = ValidatedFunction(_func.__init__.__wrapped__, config)
+            else:
+                vd = ValidatedFunction(_func.__init__, config)
+            vd.model.__name__ = _func.__name__
+            if PYDANTIC_V1:
+                vd.model.__fields__["self"].default = None
+            else:
+                vd.model.model_fields["self"].default = None
+
+            # This function is called by Pydantic when asked to cast
+            # a value (most likely a dict) as a Model (most often during
+            # a function call)
+
+            old_get_validators = (
+                _func.__get_validators__
+                if hasattr(_func, "__get_validators__")
+                else None
+            )
+            old_get_pydantic_core_schema = (
+                _func.__get_pydantic_core_schema__
+                if hasattr(_func, "__get_pydantic_core_schema__")
+                else None
+            )
+
+            def __get_validators__():
+                """
+                This function is called by Pydantic when asked to cast
+                a value (most likely a dict) as a Model (most often during
+                a function call)
+
+                Yields
+                -------
+                Callable
+                    The validator function
+                """
+
+                def _validate(value):
+                    if isinstance(value, dict):
+                        value = Config(value).resolve(registry=registry)
+
+                    if old_get_validators is not None:
+                        for validator in old_get_validators():
+                            value = validator(value)
+
+                    if isinstance(value, _func):
+                        return value
+
+                    return _func(**value)
+
+                yield _validate
+
+            def __get_pydantic_core_schema__(*args, **kwargs):
+                from pydantic_core import core_schema
+
+                def pre_validate(value):
+                    if isinstance(value, dict):
+                        value = Config(value).resolve(registry=registry)
+                    return value
+
+                def post_validate(value):
+                    if isinstance(value, _func):
+                        return value
+
+                    return _func(**value)
+
+                return core_schema.chain_schema(
+                    [
+                        core_schema.no_info_plain_validator_function(pre_validate),
+                        *(
+                            (old_get_pydantic_core_schema(*args, **kwargs),)
+                            if old_get_pydantic_core_schema
+                            else (
+                                core_schema.no_info_plain_validator_function(fn)
+                                for fn in old_get_validators()
+                            )
+                            if old_get_validators is not None
+                            else ()
+                        ),
+                        core_schema.no_info_plain_validator_function(post_validate),
+                    ]
+                )
+
+            # This function is called when we do Model(variable=..., other=...)
+            @wraps(
+                vd.raw_function,
+                assigned=(
+                    "__module__",
+                    "__name__",
+                    "__qualname__",
+                    "__doc__",
+                    "__annotations__",
+                    "__defaults__",
+                    "__kwdefaults__",
+                ),
+            )
+            def wrapper_function(*args: Any, **kwargs: Any) -> Any:
+                try:
+                    return _resolve_and_validate_call(
+                        args=args,
+                        kwargs=kwargs,
+                        pydantic_func=vd,
+                        use_self=True,
+                        invoker=invoker,
+                        callee=_func,
+                    )
+                except Exception as e:
+                    if not is_debug() and isinstance(
+                        e.__context__, (ValidationError, LegacyValidationError)
+                    ):
+                        e.__cause__ = None
+                        e.__suppress_context__ = True
+                    raise e.with_traceback(remove_lib_from_traceback(e.__traceback__))
+
+            _func.vd = vd
+            if PYDANTIC_V1:
+                _func.__get_validators__ = __get_validators__
+            else:
+                _func.__get_pydantic_core_schema__ = __get_pydantic_core_schema__
+            # _func.model = vd.model
+            # _func.model.type_ = _func
+            _func.__init__ = wrapper_function
+            _func.__init__.__wrapped__ = vd.raw_function
+            return _func
+
+        else:
+            vd = ValidatedFunction(_func, config)
+
+            @wraps(
+                _func,
+                assigned=(
+                    "__module__",
+                    "__name__",
+                    "__qualname__",
+                    "__doc__",
+                    "__annotations__",
+                    "__defaults__",
+                    "__kwdefaults__",
+                    "__signature__",
+                ),
+            )
+            def wrapper_function(*args: Any, **kwargs: Any) -> Any:
+                try:
+                    return _resolve_and_validate_call(
+                        args=args,
+                        kwargs=kwargs,
+                        pydantic_func=vd,
+                        use_self=False,
+                        invoker=invoker,
+                        callee=_func,
+                    )
+                except Exception as e:
+                    if not is_debug() and isinstance(
+                        e.__cause__, (ValidationError, LegacyValidationError)
+                    ):
+                        e.__cause__ = None
+                        e.__suppress_context__ = True
+                    raise e.with_traceback(remove_lib_from_traceback(e.__traceback__))
+
+            wrapper_function.vd = vd  # type: ignore
+            wrapper_function.validate = vd.init_model_instance  # type: ignore
+            wrapper_function.__wrapped__ = vd.raw_function  # type: ignore
+            wrapper_function.model = vd.model  # type: ignore
+            return wrapper_function
+
+    if func:
+        return validate(func)
+    else:
+        return validate
+
    +
    +
    + +
    + +
    + + +

    + get_default_registry() + +

    + + +
    + +

    Get the default registered registry.

    + + + + + + + + + + + + + + + +
    RETURNSDESCRIPTION
    + + Registry + + +
    + +
    +
    + +
    + Source code in confit/registry.py + 
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    def get_default_registry() -> Any:
+    """
+    Get the default registered registry.
+
+    Returns
+    -------
+    Registry
+    """
+    return _default_registry
+
    +
    +
    + +
    + +
    + + +

    + set_default_registry(registry) + +

    + + +
    + +

    Set the default registered registry. This is used in +Config.resolve() when no registry is provided.

    + + + + + + + + + + + + + + + +
    PARAMETERDESCRIPTION
    registry +
    + +
    +

    + + TYPE: + CustomRegistry + +

    +
    + + + + + + + + + + + + + + + +
    RETURNSDESCRIPTION
    + + Registry + + +
    + +
    +
    + +
    + Source code in confit/registry.py + 
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    def set_default_registry(registry: CustomRegistry) -> CustomRegistry:
+    """
+    Set the default registered registry. This is used in
+    [`Config.resolve()`][confit.config.Config.resolve] when no registry is provided.
+
+    Parameters
+    ----------
+    registry: Registry
+
+    Returns
+    -------
+    Registry
+    """
+    global _default_registry
+    _default_registry = registry
+    return registry
+
    +
    +
    + +
    + + + +
    + +
    + +
    + + + + + + +
    +
    + + +
    + +
    + + + +
    +
    +
    +
    + + + + + + + + + + + + + + + + + + \ No newline at end of file diff --git a/main/reference/utils/collections/index.html b/main/reference/utils/collections/index.html new file mode 100644 index 0000000..f32381e --- /dev/null +++ b/main/reference/utils/collections/index.html @@ -0,0 +1,1208 @@ + + + + + + + + + + + + + + + + collections - Confit + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
    + +
    + + + + + + +
    + + +
    + +
    + + + + + + +
    +
    + + + +
    +
    +
    + + + + +
    +
    +
    + + + +
    +
    +
    + + + +
    +
    +
    + + + +
    +
    + + + + + + + + + +

    confit.utils.collections

    + + +
    + + + + +
    + + + +
    + + + + + + + + + +
    + + +

    + join_path(path) + +

    + + +
    + +

    Join a path into a string and quotes subpaths that contain dots.

    + + + + + + + + + + + + + + + +
    PARAMETERDESCRIPTION
    path +
    + +
    +

    +

    +
    + + + + + + + + + + + + + + + +
    RETURNSDESCRIPTION
    + + str + + +
    + +
    +
    + +
    + Source code in confit/utils/collections.py + 
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    def join_path(path):
+    """
+    Join a path into a string and quotes subpaths that contain dots.
+
+    Parameters
+    ----------
+    path: Tuple[Union[int, str]]
+
+    Returns
+    -------
+    str
+    """
+    return ".".join(
+        repr(x) if not isinstance(x, str) or split_path(x.strip()) != (x,) else x
+        for x in path
+    )
+
    +
    +
    + +
    + +
    + + +

    + split_path(path) + +

    + + +
    + +

    Split a path around "." into a tuple of strings and ints. +If a sub-path is quoted, it will be returned as a full non-split string.

    + + + + + + + + + + + + + + + +
    PARAMETERDESCRIPTION
    path +
    + +
    +

    + + TYPE: + str + +

    +
    + +
    + Source code in confit/utils/collections.py + 
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    def split_path(path: str) -> Tuple[Union[int, str]]:
+    """
+    Split a path around "." into a tuple of strings and ints.
+    If a sub-path is quoted, it will be returned as a full non-split string.
+
+    Parameters
+    ----------
+    path: str
+
+    Returns
+    -------
+
+    """
+    offset = 0
+    result = []
+    for match in re.finditer(KEY_PART, str(path)):
+        assert match.start() == offset, f"Malformed path: {path!r} in config"
+        offset = match.end()
+        part = next((g for g in match.groups() if g is not None))
+        result.append(int(part) if part.isdigit() else part)
+        if offset == len(path):
+            break
+    return tuple(result)
+
    +
    +
    + +
    + +
    + + +

    + flatten_sections(root) + +

    + + +
    + +

    Flatten a nested dict of dicts into a "flat" dict of dict.

    + + + + + + + + + + + + + + + +
    PARAMETERDESCRIPTION
    root +
    +

    The root dict to flatten

    +
    +

    + + TYPE: + Dict[str, Any] + +

    +
    + + + + + + + + + + + + + + + +
    RETURNSDESCRIPTION
    + + Dict[str, Dict[str, Any]] + + +
    + +
    +
    + +
    + Source code in confit/utils/collections.py + 
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    def flatten_sections(root: Dict[str, Any]) -> Dict[str, Any]:
+    """
+    Flatten a nested dict of dicts into a "flat" dict of dict.
+
+    Parameters
+    ----------
+    root: Dict[str, Any]
+        The root dict to flatten
+
+    Returns
+    -------
+    Dict[str, Dict[str, Any]]
+    """
+    res = collections.defaultdict(lambda: {})
+
+    def rec(d, path):
+        res.setdefault(join_path(path), {})
+        section = {}
+        for k, v in d.items():
+            if isinstance(v, dict):
+                rec(v, (*path, k))
+            else:
+                section[k] = v
+        res[join_path(path)].update(section)
+
+    rec(root, ())
+    root_level = res.pop("", None)
+    if root_level is not None and len(root_level) > 0:
+        raise Exception("Cannot dump root level config", root_level)
+    return dict(res)
+
    +
    +
    + +
    + + + +
    + +
    + +
    + + + + + + +
    +
    + + +
    + +
    + + + +
    +
    +
    +
    + + + + + + + + + + + + + + + + + + \ No newline at end of file diff --git a/main/reference/utils/eval/index.html b/main/reference/utils/eval/index.html new file mode 100644 index 0000000..22c8f0b --- /dev/null +++ b/main/reference/utils/eval/index.html @@ -0,0 +1,1238 @@ + + + + + + + + + + + + + + + + eval - Confit + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
    + +
    + + + + + + +
    + + +
    + +
    + + + + + + +
    +
    + + + +
    +
    +
    + + + + +
    +
    +
    + + + +
    +
    +
    + + + +
    +
    +
    + + + +
    +
    + + + + + + + + + +

    confit.utils.eval

    + + +
    + + + + +
    + + + +
    + + + + + + + + +
    + + + +

    + Transformer + + +

    + + +
    +

    + Bases: NodeTransformer

    + + +

    An ast NodeTransformer that only allows a subset of the Python AST.

    + +
    + Source code in confit/utils/eval.py + 
     5
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    class Transformer(ast.NodeTransformer):
+    """
+    An ast NodeTransformer that only allows a subset of the Python AST.
+    """
+
+    ALLOWED_NODE_TYPES = {
+        "Expression",
+        "Attribute",
+        "Slice",
+        "Subscript",
+        "Index",
+        "Constant",
+        "Tuple",
+        "Name",
+        "Load",
+        "Str",
+        "BinOp",
+        "Num",
+        "List",
+        "Dict",
+        "Set",
+        "Add",
+        "Sub",
+        "Mult",
+        "Div",
+        "FloorDiv",
+        "Mod",
+        "Pow",
+        "LShift",
+        "RShift",
+        "BitOr",
+        "BitXor",
+        "BitAnd",
+        "MatMult",
+        "And",
+        "Or",
+        "Compare",
+        "Eq",
+        "NotEq",
+        "Lt",
+        "LtE",
+        "Gt",
+        "GtE",
+        "Is",
+        "IsNot",
+        "In",
+        "NotIn",
+        "Starred",
+        "IfExp",
+    }
+
+    def generic_visit(self, node):
+        """
+        Checks that the node type is allowed.
+        """
+        nodetype = type(node).__name__
+        if nodetype not in self.ALLOWED_NODE_TYPES:
+            raise RuntimeError(f"Invalid expression: {nodetype} not allowed !")
+
+        return ast.NodeTransformer.generic_visit(self, node)
+
    +
    + + + +
    + + + + + + + + + +
    + + +

    + generic_visit(node) + +

    + + +
    + +

    Checks that the node type is allowed.

    + +
    + Source code in confit/utils/eval.py + 
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    def generic_visit(self, node):
+    """
+    Checks that the node type is allowed.
+    """
+    nodetype = type(node).__name__
+    if nodetype not in self.ALLOWED_NODE_TYPES:
+        raise RuntimeError(f"Invalid expression: {nodetype} not allowed !")
+
+    return ast.NodeTransformer.generic_visit(self, node)
+
    +
    +
    + +
    + + + +
    + +
    + +
    + + +
    + + +

    + safe_eval(source, locals_dict=None) + +

    + + +
    + +

    Evaluate a Python string expression in a safe way. +For instance, imports, function calls and builtins are disabled.

    + + + + + + + + + + + + + + + + + + + +
    PARAMETERDESCRIPTION
    source +
    +

    The expression to evaluate

    +
    +

    + + TYPE: + str + +

    +
    locals_dict +
    +

    The local variables to use in the evaluation

    +
    +

    + + TYPE: + Optional[Dict[str, Any]] + + + DEFAULT: + None + +

    +
    + + + + + + + + + + + + + + + +
    RETURNSDESCRIPTION
    + + Any + + +
    +

    The result of the evaluation

    +
    +
    + +
    + Source code in confit/utils/eval.py + 
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    def safe_eval(source: str, locals_dict: Optional[Dict[str, Any]] = None):
+    """
+    Evaluate a Python string expression in a safe way.
+    For instance, imports, function calls and builtins are disabled.
+
+
+    Parameters
+    ----------
+    source: str
+        The expression to evaluate
+    locals_dict: Optional[Dict[str, Any]]
+        The local variables to use in the evaluation
+
+    Returns
+    -------
+    Any
+        The result of the evaluation
+    """
+    tree = ast.parse(source, mode="eval")
+
+    transformer.visit(tree)
+    clause = compile(tree, "<AST>", "eval")
+    result = eval(clause, {"__builtins__": {}}, locals_dict)
+
+    return result
+
    +
    +
    + +
    + + + +
    + +
    + +
    + + + + + + +
    +
    + + +
    + +
    + + + +
    +
    +
    +
    + + + + + + + + + + + + + + + + + + \ No newline at end of file diff --git a/main/reference/utils/index.html b/main/reference/utils/index.html new file mode 100644 index 0000000..5c063c9 --- /dev/null +++ b/main/reference/utils/index.html @@ -0,0 +1,803 @@ + + + + + + + + + + + + + + + + index - Confit + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
    + +
    + + + + + + +
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    + + + +
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    + + + + +
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    +
    + + + +
    +
    +
    + + + +
    +
    +
    + + + +
    +
    + + + + + + + + + +

    confit.utils

    + + +
    + + + + +
    + + + +
    + + + + + + + + + + + +
    + +
    + +
    + + + + + + +
    +
    + + +
    + +
    + + + +
    +
    +
    +
    + + + + + + + + + + + + + + + + + + \ No newline at end of file diff --git a/main/reference/utils/random/index.html b/main/reference/utils/random/index.html new file mode 100644 index 0000000..6e6f40e --- /dev/null +++ b/main/reference/utils/random/index.html @@ -0,0 +1,1397 @@ + + + + + + + + + + + + + + + + random - Confit + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
    + +
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    + + + +
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    +
    + + + + +
    +
    +
    + + + +
    +
    +
    + + + +
    +
    +
    + + + +
    +
    + + + + + + + + + +

    confit.utils.random

    + + +
    + + + + +
    + + + +
    + + + + + + + + +
    + + + +

    + set_seed + + +

    + + +
    + + +
    + Source code in confit/utils/random.py + 
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    class set_seed:
+    def __init__(self, seed, cuda: Optional[bool] = None):
+        """
+        Set seed values for random generators.
+        If used as a context, restore the random state
+        used before entering the context.
+
+        Parameters
+        ----------
+        seed: int
+            Value used as a seed.
+        cuda: bool
+            Saves the cuda random states too
+        """
+        # if seed is True:
+        #     seed = random.randint(1, 2**16)
+        seed = random.randint(1, 2**16) if seed is True else seed
+        self.state = get_random_generator_state(cuda)
+        if seed is not None:
+            random.seed(seed)
+            try:
+                import torch
+
+                torch.manual_seed(seed)
+                if cuda or (
+                    cuda is None and torch.cuda.is_available()
+                ):  # pragma: no cover
+                    torch.cuda.manual_seed(seed)
+                    torch.cuda.manual_seed_all(seed)
+            except ImportError:  # pragma: no cover
+                pass
+            try:
+                import numpy
+
+                numpy.random.seed(seed)
+            except ImportError:  # pragma: no cover
+                pass
+
+    def __enter__(self):
+        return self
+
+    def __exit__(self, exc_type, exc_val, exc_tb):
+        set_random_generator_state(self.state)
+
    +
    + + + +
    + + + + + + + + + +
    + + +

    + __init__(seed, cuda=None) + +

    + + +
    + +

    Set seed values for random generators. +If used as a context, restore the random state +used before entering the context.

    + + + + + + + + + + + + + + + + + + + +
    PARAMETERDESCRIPTION
    seed +
    +

    Value used as a seed.

    +
    +

    +

    +
    cuda +
    +

    Saves the cuda random states too

    +
    +

    + + TYPE: + Optional[bool] + + + DEFAULT: + None + +

    +
    + +
    + Source code in confit/utils/random.py + 
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    def __init__(self, seed, cuda: Optional[bool] = None):
+    """
+    Set seed values for random generators.
+    If used as a context, restore the random state
+    used before entering the context.
+
+    Parameters
+    ----------
+    seed: int
+        Value used as a seed.
+    cuda: bool
+        Saves the cuda random states too
+    """
+    # if seed is True:
+    #     seed = random.randint(1, 2**16)
+    seed = random.randint(1, 2**16) if seed is True else seed
+    self.state = get_random_generator_state(cuda)
+    if seed is not None:
+        random.seed(seed)
+        try:
+            import torch
+
+            torch.manual_seed(seed)
+            if cuda or (
+                cuda is None and torch.cuda.is_available()
+            ):  # pragma: no cover
+                torch.cuda.manual_seed(seed)
+                torch.cuda.manual_seed_all(seed)
+        except ImportError:  # pragma: no cover
+            pass
+        try:
+            import numpy
+
+            numpy.random.seed(seed)
+        except ImportError:  # pragma: no cover
+            pass
+
    +
    +
    + +
    + + + +
    + +
    + +
    + + +
    + + +

    + get_random_generator_state(cuda=None) + +

    + + +
    + +

    Get the torch, numpy and random random generator state.

    + + + + + + + + + + + + + + + +
    PARAMETERDESCRIPTION
    cuda +
    +

    Saves the cuda random states too

    +
    +

    + + DEFAULT: + None + +

    +
    + + + + + + + + + + + + + + + +
    RETURNSDESCRIPTION
    + + RandomGeneratorState + + +
    + +
    +
    + +
    + Source code in confit/utils/random.py + 
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    def get_random_generator_state(cuda=None):
+    """
+    Get the `torch`, `numpy` and `random` random generator state.
+    Parameters
+    ----------
+    cuda: bool
+        Saves the cuda random states too
+
+    Returns
+    -------
+    RandomGeneratorState
+    """
+    torch_state = torch_cuda_state = numpy_state = None
+    random_state = random.getstate()
+    try:
+        import torch
+
+        torch_state = torch.random.get_rng_state()
+        if cuda or (cuda is None and torch.cuda.is_available()):  # pragma: no cover
+            torch_cuda_state = torch.cuda.get_rng_state_all()
+
+    except ImportError:  # pragma: no cover
+        pass
+    try:
+        import numpy
+
+        numpy_state = numpy.random.get_state()
+    except ImportError:  # pragma: no cover
+        pass
+    return RandomGeneratorState(
+        random_state,
+        torch_state,
+        numpy_state,
+        torch_cuda_state,
+    )
+
    +
    +
    + +
    + +
    + + +

    + set_random_generator_state(state) + +

    + + +
    + +

    Set the torch, numpy and random random generator state.

    + + + + + + + + + + + + + + + +
    PARAMETERDESCRIPTION
    state +
    + +
    +

    +

    +
    + +
    + Source code in confit/utils/random.py + 
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    def set_random_generator_state(state):
+    """
+    Set the `torch`, `numpy` and `random` random generator state.
+    Parameters
+    ----------
+    state: RandomGeneratorState
+    """
+    random.setstate(state.random)
+    if state.torch is not None:
+        import torch
+
+        torch.random.set_rng_state(state.torch)
+        if (
+            state.torch_cuda is not None
+            and torch.cuda.is_available()
+            and len(state.torch_cuda) == torch.cuda.device_count()
+        ):  # pragma: no cover
+            torch.cuda.set_rng_state_all(state.torch_cuda)
+    if state.numpy is not None:
+        import numpy
+
+        numpy.random.set_state(state.numpy)
+
    +
    +
    + +
    + + + +
    + +
    + +
    + + + + + + +
    +
    + + +
    + +
    + + + +
    +
    +
    +
    + + + + + + + + + + + + + + + + + + \ No newline at end of file diff --git a/main/reference/utils/settings/index.html b/main/reference/utils/settings/index.html new file mode 100644 index 0000000..139f000 --- /dev/null +++ b/main/reference/utils/settings/index.html @@ -0,0 +1,813 @@ + + + + + + + + + + + + + + + + settings - Confit + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
    + +
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    +
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    + + + +
    +
    +
    + + + +
    +
    +
    + + + +
    +
    + + + + + + + + + +

    confit.utils.settings

    + + +
    + + + + +
    + + + +
    + + + + + + + + + + + +
    + +
    + +
    + + + + + + +
    +
    + + +
    + +
    + + + +
    +
    +
    +
    + + + + + + + + + + + + + + + + + + \ No newline at end of file diff --git a/main/reference/utils/xjson/index.html b/main/reference/utils/xjson/index.html new file mode 100644 index 0000000..bcaea9d --- /dev/null +++ b/main/reference/utils/xjson/index.html @@ -0,0 +1,1951 @@ + + + + + + + + + + + + + + + + xjson - Confit + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
    + +
    + + + + + + +
    + + +
    + +
    + + + + + + +
    +
    + + + +
    +
    +
    + + + + +
    +
    +
    + + + +
    +
    +
    + + + +
    +
    +
    + + + +
    +
    + + + + + + + + + +

    confit.utils.xjson

    + + +
    + + + + +
    + + + +
    + + + + + + + + +
    + + + +

    + Reference + + +

    + + +
    + + +

    A path reference to a value in the configuration.

    + +
    + Source code in confit/utils/xjson.py + 
     7
+ 8
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    class Reference:
+    """
+    A path reference to a value in the configuration.
+    """
+
+    def __init__(self, value: str):
+        """
+        Parameters
+        ----------
+        value: str
+            The path to the value in the configuration.
+        """
+        self.value = value
+
+    def __repr__(self):
+        return f"${{{self.value}}}"
+
+    def __str__(self):
+        return self.__repr__()
+
+    def __eq__(self, other):
+        return self.value == other.value
+
    +
    + + + +
    + + + + + + + + + +
    + + +

    + __init__(value) + +

    + + +
    + + + + + + + + + + + + + + + + +
    PARAMETERDESCRIPTION
    value +
    +

    The path to the value in the configuration.

    +
    +

    + + TYPE: + str + +

    +
    + +
    + Source code in confit/utils/xjson.py + 
    12
+13
+14
+15
+16
+17
+18
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    def __init__(self, value: str):
+    """
+    Parameters
+    ----------
+    value: str
+        The path to the value in the configuration.
+    """
+    self.value = value
+
    +
    +
    + +
    + + + +
    + +
    + +
    + +
    + + + +

    + XJsonTransformer + + +

    + + +
    +

    + Bases: Transformer

    + + +

    A Lark transformer to parse extended JSON.

    + +
    + Source code in confit/utils/xjson.py + 
     81
+ 82
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    class XJsonTransformer(Transformer):
+    """
+    A Lark transformer to parse extended JSON.
+    """
+
+    def __init__(self, input_string: str):
+        """
+        Parameters
+        ----------
+        input_string: str
+            The input string to parse.
+        """
+        super().__init__()
+        self.input_string = input_string
+
+    def string(self, s):
+        """Parse string"""
+        (s,) = s
+        return ast.literal_eval(s)
+
+    def float(self, n):
+        """Parse number"""
+        (n,) = n
+        return float(n)
+
+    def int(self, n):
+        """Parse number"""
+        (n,) = n
+        return int(n)
+
+    def reference(self, tree: Tree):
+        """Parse reference"""
+        meta = tree[0].meta
+        return Reference(self.input_string[meta.start_pos : meta.end_pos])
+
+    list = list
+    tuple = tuple
+    pair = tuple
+    dict = dict
+
+    def null(self, _):
+        """Parse null"""
+        return None
+
+    def true(self, _):
+        """Parse true"""
+        return True
+
+    def false(self, _):
+        """Parse false"""
+        return False
+
+    def plus_inf(self, _):
+        """Parse infinity"""
+        return float("inf")
+
+    def minus_inf(self, _):
+        """Parse -infinity"""
+        return -float("inf")
+
+    def nan(self, _):
+        """Parse nan"""
+        return float("nan")
+
    +
    + + + +
    + + + + + + + + + +
    + + +

    + __init__(input_string) + +

    + + +
    + + + + + + + + + + + + + + + + +
    PARAMETERDESCRIPTION
    input_string +
    +

    The input string to parse.

    +
    +

    + + TYPE: + str + +

    +
    + +
    + Source code in confit/utils/xjson.py + 
    86
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    def __init__(self, input_string: str):
+    """
+    Parameters
+    ----------
+    input_string: str
+        The input string to parse.
+    """
+    super().__init__()
+    self.input_string = input_string
+
    +
    +
    + +
    + +
    + + +

    + string(s) + +

    + + +
    + +

    Parse string

    + +
    + Source code in confit/utils/xjson.py + 
    96
+97
+98
+99
    def string(self, s):
+    """Parse string"""
+    (s,) = s
+    return ast.literal_eval(s)
+
    +
    +
    + +
    + +
    + + +

    + float(n) + +

    + + +
    + +

    Parse number

    + +
    + Source code in confit/utils/xjson.py + 
    101
+102
+103
+104
    def float(self, n):
+    """Parse number"""
+    (n,) = n
+    return float(n)
+
    +
    +
    + +
    + +
    + + +

    + int(n) + +

    + + +
    + +

    Parse number

    + +
    + Source code in confit/utils/xjson.py + 
    106
+107
+108
+109
    def int(self, n):
+    """Parse number"""
+    (n,) = n
+    return int(n)
+
    +
    +
    + +
    + +
    + + +

    + reference(tree) + +

    + + +
    + +

    Parse reference

    + +
    + Source code in confit/utils/xjson.py + 
    111
+112
+113
+114
    def reference(self, tree: Tree):
+    """Parse reference"""
+    meta = tree[0].meta
+    return Reference(self.input_string[meta.start_pos : meta.end_pos])
+
    +
    +
    + +
    + +
    + + +

    + null(_) + +

    + + +
    + +

    Parse null

    + +
    + Source code in confit/utils/xjson.py + 
    121
+122
+123
    def null(self, _):
+    """Parse null"""
+    return None
+
    +
    +
    + +
    + +
    + + +

    + true(_) + +

    + + +
    + +

    Parse true

    + +
    + Source code in confit/utils/xjson.py + 
    125
+126
+127
    def true(self, _):
+    """Parse true"""
+    return True
+
    +
    +
    + +
    + +
    + + +

    + false(_) + +

    + + +
    + +

    Parse false

    + +
    + Source code in confit/utils/xjson.py + 
    129
+130
+131
    def false(self, _):
+    """Parse false"""
+    return False
+
    +
    +
    + +
    + +
    + + +

    + plus_inf(_) + +

    + + +
    + +

    Parse infinity

    + +
    + Source code in confit/utils/xjson.py + 
    133
+134
+135
    def plus_inf(self, _):
+    """Parse infinity"""
+    return float("inf")
+
    +
    +
    + +
    + +
    + + +

    + minus_inf(_) + +

    + + +
    + +

    Parse -infinity

    + +
    + Source code in confit/utils/xjson.py + 
    137
+138
+139
    def minus_inf(self, _):
+    """Parse -infinity"""
+    return -float("inf")
+
    +
    +
    + +
    + +
    + + +

    + nan(_) + +

    + + +
    + +

    Parse nan

    + +
    + Source code in confit/utils/xjson.py + 
    141
+142
+143
    def nan(self, _):
+    """Parse nan"""
+    return float("nan")
+
    +
    +
    + +
    + + + +
    + +
    + +
    + + +
    + + +

    + loads(s) + +

    + + +
    + +

    Load an extended JSON string into a python object. +Takes care of detecting references and tuples

    + + + + + + + + + + + + + + + +
    PARAMETERDESCRIPTION
    s +
    + +
    +

    + + TYPE: + str + +

    +
    + + + + + + + + + + + + + + + +
    RETURNSDESCRIPTION
    + + Any + + +
    + +
    +
    + +
    + Source code in confit/utils/xjson.py + 
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    def loads(s: str):
+    """
+    Load an extended JSON string into a python object.
+    Takes care of detecting references and tuples
+
+    Parameters
+    ----------
+    s: str
+
+    Returns
+    -------
+    Any
+    """
+    try:
+        return XJsonTransformer(s).transform(_json_parser.parse(s))
+    except Exception:
+        # Fail if we suspect that it is a malformed object
+        # (e.g. has ', ", {, }, [, ] in it)
+        if set(s) & set(",'\"{}[]$"):
+            raise MalformedValueError(s)
+        return s
+
    +
    +
    + +
    + +
    + + +

    + dumps(o) + +

    + + +
    + +

    Dump a python object into an extended JSON string. +Takes care of serializing references and tuples

    + + + + + + + + + + + + + + + +
    PARAMETERDESCRIPTION
    o +
    + +
    +

    + + TYPE: + Any + +

    +
    + + + + + + + + + + + + + + + +
    RETURNSDESCRIPTION
    + + str + + +
    + +
    +
    + +
    + Source code in confit/utils/xjson.py + 
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    def dumps(o: Any):
+    """
+    Dump a python object into an extended JSON string.
+    Takes care of serializing references and tuples
+
+    Parameters
+    ----------
+    o: Any
+
+    Returns
+    -------
+    str
+    """
+    res = "".join(_make_iterencode()(o))
+    return res
+
    +
    +
    + +
    + + + +
    + +
    + +
    + + + + + + +
    +
    + + +
    + +
    + + + +
    +
    +
    +
    + + + + + + + + + + + + + + + + + + \ No newline at end of file diff --git a/main/references.bib b/main/references.bib new file mode 100644 index 0000000..e69de29 diff --git a/main/roadmap/index.html b/main/roadmap/index.html new file mode 100644 index 0000000..cffd645 --- /dev/null +++ b/main/roadmap/index.html @@ -0,0 +1,769 @@ + + + + + + + + + + + + + + + + Roadmap - Confit + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
    + +
    + + + + + + +
    + + +
    + +
    + + + + + + +
    +
    + + + +
    +
    +
    + + + + +
    +
    +
    + + + +
    +
    +
    + + + +
    +
    +
    + + + +
    +
    + + + + + + + + + +

    Roadmap

    +
      +
    • better pydantic <-> typer errors
      • +
    • tutorials
      • +
    • find edge cases ...
      • +
    + + + + + + +
    +
    + + +
    + +
    + + + +
    +
    +
    +
    + + + + + + + + + + + + + + + + + + \ No newline at end of file diff --git a/main/scripts/__pycache__/plugin.cpython-39.pyc b/main/scripts/__pycache__/plugin.cpython-39.pyc new file mode 100644 index 0000000..c4fcc51 Binary files /dev/null and b/main/scripts/__pycache__/plugin.cpython-39.pyc differ diff --git a/main/scripts/plugin.py b/main/scripts/plugin.py new file mode 100644 index 0000000..d60e51a --- /dev/null +++ b/main/scripts/plugin.py @@ -0,0 +1,86 @@ +import os +import shutil +from pathlib import Path + +import mkdocs + +# Add the files from the project root + +files = [ + "changelog.md", + "contributing.md", + "roadmap.md", +] + +docs_gen = Path("docs") +os.makedirs(docs_gen, exist_ok=True) + +for f in files: + with open(docs_gen / Path(f), "w") as fd: + fd.write(Path(f).read_text()) + +# Generate the code reference pages and navigation. +doc_reference = Path("docs/reference") +shutil.rmtree(doc_reference, ignore_errors=True) +os.makedirs(doc_reference, exist_ok=True) + +for path in sorted(Path("confit").rglob("*.py")): + module_path = path.relative_to(".").with_suffix("") + doc_path = path.relative_to("confit").with_suffix(".md") + full_doc_path = doc_reference / doc_path + + parts = list(module_path.parts) + + if parts[-1] == "__init__": + parts = parts[:-1] + doc_path = doc_path.with_name("index.md") + full_doc_path = full_doc_path.with_name("index.md") + elif parts[-1] == "__main__": + continue + + ident = ".".join(parts) + + os.makedirs(full_doc_path.parent, exist_ok=True) + with open(full_doc_path, "w") as fd: + print(f"# `{ident}`\n", file=fd) + print("::: " + ident, file=fd) + + +def on_files(files: mkdocs.structure.files.Files, config: mkdocs.config.Config) -> None: + """ + Updates the navigation to take code reference files into account + """ + reference_files = [] + for file in files: + if file.src_path.startswith("reference/"): + current = reference_files + parts = ["confit"] + file.src_path.replace(".md", "").split("/")[1:] + for part in parts[:-1]: + entry = next( + ( + next(iter(entry.values())) + for entry in current + if next(iter(entry.keys())) == part + ), + None, + ) + if entry is None: + entry = [] + current.append({part: entry}) + current = entry + else: + current = entry + current.append({parts[-1]: file.src_path}) + + def rec(tree): + if isinstance(tree, str) and tree.strip("/") == "reference": + return reference_files + elif isinstance(tree, list): + return [rec(item) for item in tree] + elif isinstance(tree, dict): + return {k: rec(item) for k, item in tree.items()} + else: + return tree + + new_nav = rec(config["nav"]) + config["nav"] = new_nav diff --git a/main/search/search_index.json b/main/search/search_index.json new file mode 100644 index 0000000..73fc07f --- /dev/null +++ b/main/search/search_index.json @@ -0,0 +1 @@ +{"config":{"indexing":"full","lang":["en","fr"],"min_search_length":3,"prebuild_index":false,"separator":"[\\s\\-]+"},"docs":[{"location":"alternatives/","text":"Alternatives & Comparison In this section, we will explore what inspired Confit and how it compares to other alternative Python packages. Confection Confection (originally part of the Thinc library) is another configuration framework from which Confit takes most of its inspiration. Both Confit and Confection support loading and exporting configuration data from/to strings or config files, as well as basic interpolation and custom class instantiation from a registry. However, Confit takes it a step further by allowing arbitrary expression evaluation, post-resolution interpolation, and exporting features such as saving to strings or config files, serialization of JSON-like objects, custom classes, and reference serialization. Confit also adds support for command-line interfaces by either passing a config file as an argument or by passing arguments (or overrides) directly to the CLI, while benefiting from argument validation and type casting. Gin-config Gin Config is a flexible configuration system built for machine learning research. Like Confit and Confection, gin-config supports basic interpolation and custom class instantiation and offers CLI support. However, it does not provide exporting configuration objects functionalities like Confit does or parameter validation. Typer Typer is a CLI library that focuses on providing easy-to-use functionalities for building command-line interface. While Typer offers excellent CLI support and basic argument validation, it does not have configuration file-related features such as loading, exporting, or parameter validation like Confit does. Confit relies on Typer for its CLI support, but adds config file arguments and instantiating classes from a registry, both of which are not available in Typer. However, if your primary focus is on building a robust CLI, Typer is a strong alternative. Pydantic-CLI Pydantic-CLI is another CLI library that combines Pydantic and argparse for creating command-line interfaces. Pydantic-CLI provides CLI support and argument validation, similar to Typer. However, it does not have any configuration file-related features like Confit does, nor does it allow instantiating custom classes. Tabular comparison Loading Feature Confit Confection Gin Typer Pydantic-cli Load from str/config file Basic interpolation NA NA Arbitrary expression eval NA NA Post-resolution interpolation NA NA Custom class instantiation NA NA Exporting Feature Confit Confection Gin Typer Pydantic-cli Save to str/config file Serialization of JSON-like obj NA NA NA Serialization of custom classes NA NA NA Reference serialization NA NA NA CLI Feature Confit Confection Gin Typer Pydantic-cli CLI support CLI short-hands NA Argument validation NA Config file argument NA Parameter validation Feature Confit Confection Gin Typer Pydantic-cli Parameter validation support Auto casting NA From a Python func/class call NA","title":"Alternatives & Comparison"},{"location":"alternatives/#alternatives-comparison","text":"In this section, we will explore what inspired Confit and how it compares to other alternative Python packages.","title":"Alternatives & Comparison"},{"location":"alternatives/#confection","text":"Confection (originally part of the Thinc library) is another configuration framework from which Confit takes most of its inspiration. Both Confit and Confection support loading and exporting configuration data from/to strings or config files, as well as basic interpolation and custom class instantiation from a registry. However, Confit takes it a step further by allowing arbitrary expression evaluation, post-resolution interpolation, and exporting features such as saving to strings or config files, serialization of JSON-like objects, custom classes, and reference serialization. Confit also adds support for command-line interfaces by either passing a config file as an argument or by passing arguments (or overrides) directly to the CLI, while benefiting from argument validation and type casting.","title":"Confection"},{"location":"alternatives/#gin-config","text":"Gin Config is a flexible configuration system built for machine learning research. Like Confit and Confection, gin-config supports basic interpolation and custom class instantiation and offers CLI support. However, it does not provide exporting configuration objects functionalities like Confit does or parameter validation.","title":"Gin-config"},{"location":"alternatives/#typer","text":"Typer is a CLI library that focuses on providing easy-to-use functionalities for building command-line interface. While Typer offers excellent CLI support and basic argument validation, it does not have configuration file-related features such as loading, exporting, or parameter validation like Confit does. Confit relies on Typer for its CLI support, but adds config file arguments and instantiating classes from a registry, both of which are not available in Typer. However, if your primary focus is on building a robust CLI, Typer is a strong alternative.","title":"Typer"},{"location":"alternatives/#pydantic-cli","text":"Pydantic-CLI is another CLI library that combines Pydantic and argparse for creating command-line interfaces. Pydantic-CLI provides CLI support and argument validation, similar to Typer. However, it does not have any configuration file-related features like Confit does, nor does it allow instantiating custom classes.","title":"Pydantic-CLI"},{"location":"alternatives/#tabular-comparison","text":"","title":"Tabular comparison"},{"location":"alternatives/#loading","text":"Feature Confit Confection Gin Typer Pydantic-cli Load from str/config file Basic interpolation NA NA Arbitrary expression eval NA NA Post-resolution interpolation NA NA Custom class instantiation NA NA","title":"Loading"},{"location":"alternatives/#exporting","text":"Feature Confit Confection Gin Typer Pydantic-cli Save to str/config file Serialization of JSON-like obj NA NA NA Serialization of custom classes NA NA NA Reference serialization NA NA NA","title":"Exporting"},{"location":"alternatives/#cli","text":"Feature Confit Confection Gin Typer Pydantic-cli CLI support CLI short-hands NA Argument validation NA Config file argument NA","title":"CLI"},{"location":"alternatives/#parameter-validation","text":"Feature Confit Confection Gin Typer Pydantic-cli Parameter validation support Auto casting NA From a Python func/class call NA","title":"Parameter validation"},{"location":"changelog/","text":"Changelog v0.7.4 (2025-01-15) Allow larger than 4096 bytes config files Escape tabs and newline when serializing to a config file Fix an infinite loop that occured when resolving a reference to a field with a null value v0.7.3 (2024-12-11) Support interpolated seed in the config file (as a reminder, the seed is treated specifically by confit to initialize random generators before any object is resolved) Support if/else expressions in interpolation, and only resolve the relevant branch v0.7.2 (2024-11-23) Seed the program BEFORE the config file is resolved and components have been instantiated, to ensure reproducibility. v0.7.1 (2024-11-21) Force utf-8 encoding when writing a config file (ini or yaml) v0.7.0 (2024-10-22) Changed Aborting a script will now show the traceback Fixed Confit should no longer cause pydantic v1 deprecation warnings v0.6.0 (2024-09-13) Fixed Support IPython autoreload on confit wrapped functions Support using config files with scripts without a dedicated section header Disable configparser interpolation (% symbol) Better support for escaped strings in config files Various registry-related fixes Added Non-relevant fields (outside the script dedicated section) are no longer instantiated when running a script with a config file We now support loading and serializing configs in yaml syntax ( Confit.from_yaml_str , Confit.to_yaml_str , Confit.from_disk(\"___.yaml\") and Confit.to_disk(\"___.yaml\") ) v0.5.5 Added Support fixing the path of validation errors raised inside a \"validate\" function (see the AsList meta type in the tests) v0.5.4 Fixed We now forward function signature when accessing a callable via a deprecated registry name. This is useful when registry.get(\"deprecated-name\") is inspected. v0.5.3 Changed We now raise an error if a value in the config cannot be deserialized as a JSON object but contains characters that hint at a JSON object (e.g. quotes, brackets, etc.). This changes the old behavior where we would silently ignore the value and keep the string as is. Fixed Allow complex interpolations like ${[*section.\"key.with.dot\", \"baz\"]} v0.5.2 Changed Keys with dots (or path-like keys in general) will be escaped when serializing a config { \"section\" : { \"deep.key\" : \"ok\" }} will be serialized as [section] 'deep.key' = \"ok\" v0.5.1 Added Use context instead of func for set_seed to allow with set_seed ( 42 ): # do stuff num = random . randint ( 0 , 100 ) Add auto-reload plugin to work with confit wrapped functions in notebooks v0.5.0 Added deprecated parameter to register an object under multiple names with deprecation warnings Fixed Stop interpreting type errors as validation errors when executing a validated function v0.4.3 - 31-08-2023 Fixed Save var kwargs as separate fields v0.4.2 - 31-08-2023 Fixed Re-enable extra/duplicate arg errors and uniformize between pydantic v1/v2 Add pydantic-core dependency for jsonable types during dump v0.4.1 - 29-08-2023 Fixed Use pydantic v2 context error only if it is an exception v0.4.0 - 29-08-2023 Added Improve validation errors merging and display. By default, confit related frames and exception causes in the traceback are hidden. Show inner-confit traceback and exception chains if CONFIT_DEBUG env var is true Support for both Pydantic v2 and v1 Fixed If the seed is given a default value in CLI, it can now be used by confit when no seed is given v0.3.0 - 25-08-2023 Allow keyword only parameters Avoid import of all entry points by catalogue during failed registry lookup Fix bug in serialization, leading to mixed config fields v0.2.1 - 11-05-2023 Fix un-allowed kwargs: accepted signatures are fn(paramA, paramB=..., ... **kwargs) v0.2.0 - 05-04-2023 Config.merge(...) now only copies collections (not the underlying data) and doesn't split keys around dots __path__ option has been removed (having a override_structure in .to_str() would be better) Allow to skip some parameters when storing config before resolution Allow to resolve only a part of a configuration Improve serialization (can refer to dict/tuple/list objects now) and merge the instance's .cfg attribute (which can be updated by the instance) with the stored config Add the invoker option to .register(...) to modify the arguments of the call to the registered function or do something with the result User defined class registry should now inherit from RegistryCollection v0.1.5 - 02-03-2023 Verify the signature when registering rather than during a call Allow **kwargs v0.1.4 - 27-02-2023 More robust resolution algorithm Cyclic reference detection Extended JSON syntax reading & writing (tuple & nested refs) Fix lists and tuple parsing Fix multi registration Fix inheritance between registered classes Multilingual doc & improved docs style v0.1.1 - 06-01-2023 Features Enhanced references capabilities v0.1.0 - 30-12-2022 Inception ! Features Config object with pre-resolve typer CLI wrappers catalogue registries ...","title":"Changelog"},{"location":"changelog/#changelog","text":"","title":"Changelog"},{"location":"changelog/#v074-2025-01-15","text":"Allow larger than 4096 bytes config files Escape tabs and newline when serializing to a config file Fix an infinite loop that occured when resolving a reference to a field with a null value","title":"v0.7.4 (2025-01-15)"},{"location":"changelog/#v073-2024-12-11","text":"Support interpolated seed in the config file (as a reminder, the seed is treated specifically by confit to initialize random generators before any object is resolved) Support if/else expressions in interpolation, and only resolve the relevant branch","title":"v0.7.3 (2024-12-11)"},{"location":"changelog/#v072-2024-11-23","text":"Seed the program BEFORE the config file is resolved and components have been instantiated, to ensure reproducibility.","title":"v0.7.2 (2024-11-23)"},{"location":"changelog/#v071-2024-11-21","text":"Force utf-8 encoding when writing a config file (ini or yaml)","title":"v0.7.1 (2024-11-21)"},{"location":"changelog/#v070-2024-10-22","text":"","title":"v0.7.0 (2024-10-22)"},{"location":"changelog/#changed","text":"Aborting a script will now show the traceback","title":"Changed"},{"location":"changelog/#fixed","text":"Confit should no longer cause pydantic v1 deprecation warnings","title":"Fixed"},{"location":"changelog/#v060-2024-09-13","text":"","title":"v0.6.0 (2024-09-13)"},{"location":"changelog/#fixed_1","text":"Support IPython autoreload on confit wrapped functions Support using config files with scripts without a dedicated section header Disable configparser interpolation (% symbol) Better support for escaped strings in config files Various registry-related fixes","title":"Fixed"},{"location":"changelog/#added","text":"Non-relevant fields (outside the script dedicated section) are no longer instantiated when running a script with a config file We now support loading and serializing configs in yaml syntax ( Confit.from_yaml_str , Confit.to_yaml_str , Confit.from_disk(\"___.yaml\") and Confit.to_disk(\"___.yaml\") )","title":"Added"},{"location":"changelog/#v055","text":"","title":"v0.5.5"},{"location":"changelog/#added_1","text":"Support fixing the path of validation errors raised inside a \"validate\" function (see the AsList meta type in the tests)","title":"Added"},{"location":"changelog/#v054","text":"","title":"v0.5.4"},{"location":"changelog/#fixed_2","text":"We now forward function signature when accessing a callable via a deprecated registry name. 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This changes the old behavior where we would silently ignore the value and keep the string as is.","title":"Changed"},{"location":"changelog/#fixed_3","text":"Allow complex interpolations like ${[*section.\"key.with.dot\", \"baz\"]}","title":"Fixed"},{"location":"changelog/#v052","text":"","title":"v0.5.2"},{"location":"changelog/#changed_2","text":"Keys with dots (or path-like keys in general) will be escaped when serializing a config { \"section\" : { \"deep.key\" : \"ok\" }} will be serialized as [section] 'deep.key' = \"ok\"","title":"Changed"},{"location":"changelog/#v051","text":"","title":"v0.5.1"},{"location":"changelog/#added_2","text":"Use context instead of func for set_seed to allow with set_seed ( 42 ): # do stuff num = random . randint ( 0 , 100 ) Add auto-reload plugin to work with confit wrapped functions in notebooks","title":"Added"},{"location":"changelog/#v050","text":"","title":"v0.5.0"},{"location":"changelog/#added_3","text":"deprecated parameter to register an object under multiple names with deprecation warnings","title":"Added"},{"location":"changelog/#fixed_4","text":"Stop interpreting type errors as validation errors when executing a validated function","title":"Fixed"},{"location":"changelog/#v043-31-08-2023","text":"","title":"v0.4.3 - 31-08-2023"},{"location":"changelog/#fixed_5","text":"Save var kwargs as separate fields","title":"Fixed"},{"location":"changelog/#v042-31-08-2023","text":"","title":"v0.4.2 - 31-08-2023"},{"location":"changelog/#fixed_6","text":"Re-enable extra/duplicate arg errors and uniformize between pydantic v1/v2 Add pydantic-core dependency for jsonable types during dump","title":"Fixed"},{"location":"changelog/#v041-29-08-2023","text":"","title":"v0.4.1 - 29-08-2023"},{"location":"changelog/#fixed_7","text":"Use pydantic v2 context error only if it is an exception","title":"Fixed"},{"location":"changelog/#v040-29-08-2023","text":"","title":"v0.4.0 - 29-08-2023"},{"location":"changelog/#added_4","text":"Improve validation errors merging and display. By default, confit related frames and exception causes in the traceback are hidden. Show inner-confit traceback and exception chains if CONFIT_DEBUG env var is true Support for both Pydantic v2 and v1","title":"Added"},{"location":"changelog/#fixed_8","text":"If the seed is given a default value in CLI, it can now be used by confit when no seed is given","title":"Fixed"},{"location":"changelog/#v030-25-08-2023","text":"Allow keyword only parameters Avoid import of all entry points by catalogue during failed registry lookup Fix bug in serialization, leading to mixed config fields","title":"v0.3.0 - 25-08-2023"},{"location":"changelog/#v021-11-05-2023","text":"Fix un-allowed kwargs: accepted signatures are fn(paramA, paramB=..., ... **kwargs)","title":"v0.2.1 - 11-05-2023"},{"location":"changelog/#v020-05-04-2023","text":"Config.merge(...) now only copies collections (not the underlying data) and doesn't split keys around dots __path__ option has been removed (having a override_structure in .to_str() would be better) Allow to skip some parameters when storing config before resolution Allow to resolve only a part of a configuration Improve serialization (can refer to dict/tuple/list objects now) and merge the instance's .cfg attribute (which can be updated by the instance) with the stored config Add the invoker option to .register(...) to modify the arguments of the call to the registered function or do something with the result User defined class registry should now inherit from RegistryCollection","title":"v0.2.0 - 05-04-2023"},{"location":"changelog/#v015-02-03-2023","text":"Verify the signature when registering rather than during a call Allow **kwargs","title":"v0.1.5 - 02-03-2023"},{"location":"changelog/#v014-27-02-2023","text":"More robust resolution algorithm Cyclic reference detection Extended JSON syntax reading & writing (tuple & nested refs) Fix lists and tuple parsing Fix multi registration Fix inheritance between registered classes Multilingual doc & improved docs style","title":"v0.1.4 - 27-02-2023"},{"location":"changelog/#v011-06-01-2023","text":"","title":"v0.1.1 - 06-01-2023"},{"location":"changelog/#features","text":"Enhanced references capabilities","title":"Features"},{"location":"changelog/#v010-30-12-2022","text":"Inception !","title":"v0.1.0 - 30-12-2022"},{"location":"changelog/#features_1","text":"Config object with pre-resolve typer CLI wrappers catalogue registries ...","title":"Features"},{"location":"contributing/","text":"Contributing to Confit We welcome contributions ! There are many ways to help. For example, you can: Help us track bugs by filing issues Suggest and help prioritise new functionalities Help us make the library as straightforward as possible, by simply asking questions on whatever does not seem clear to you. Development installation To be able to run the test suite and develop your own pipeline, you should clone the repo and install it locally. color:gray # Clone the repository and change directory $ git clone ssh://git@github.com/aphp/confit.git ---> 100% $ cd confit color:gray # Install the library with its dev dependencies $ pip install -e \".[dev]\" To make sure the pipeline will not fail because of formatting errors, we added pre-commit hooks using the pre-commit Python library. To use it, simply install it: $ pre-commit install The pre-commit hooks defined in the configuration will automatically run when you commit your changes, letting you know if something went wrong. The hooks only run on staged changes. To force-run it on all files, run: $ pre-commit run --all-files ---> 100% color:green All good ! Proposing a merge request Ideally, your changes should : Be well-documented Pass every tests, and preferably implement their own Follow the style guide. Testing your code We use the Pytest test suite. The following command will run the test suite. Writing your own tests is encouraged ! python -m pytest Should your contribution propose a bug fix, we require the bug be thoroughly tested. Style Guide We use Black and Ruff to reformat the code. While other formatter only enforce PEP8 compliance, Black also makes the code uniform. In short : Black reformats entire files in place. It is not configurable. Moreover, the CI/CD pipeline enforces a number of checks on the \"quality\" of the code. To wit, non black-formatted code will make the test pipeline fail. We use pre-commit to keep our codebase clean. Refer to the development install tutorial for tips on how to format your files automatically. Most modern editors propose extensions that will format files on save. Documentation Make sure to document your improvements, both within the code with comprehensive docstrings, as well as in the documentation itself if need be. We use MkDocs for Confit's documentation. You can checkout the changes you make with: color:gray # Run the documentation $ mkdocs serve Go to localhost:8000 to see your changes. MkDocs watches for changes in the documentation folder and automatically reloads the page.","title":"Contributing to Confit"},{"location":"contributing/#contributing-to-confit","text":"We welcome contributions ! There are many ways to help. For example, you can: Help us track bugs by filing issues Suggest and help prioritise new functionalities Help us make the library as straightforward as possible, by simply asking questions on whatever does not seem clear to you.","title":"Contributing to Confit"},{"location":"contributing/#development-installation","text":"To be able to run the test suite and develop your own pipeline, you should clone the repo and install it locally. color:gray # Clone the repository and change directory $ git clone ssh://git@github.com/aphp/confit.git ---> 100% $ cd confit color:gray # Install the library with its dev dependencies $ pip install -e \".[dev]\" To make sure the pipeline will not fail because of formatting errors, we added pre-commit hooks using the pre-commit Python library. To use it, simply install it: $ pre-commit install The pre-commit hooks defined in the configuration will automatically run when you commit your changes, letting you know if something went wrong. The hooks only run on staged changes. To force-run it on all files, run: $ pre-commit run --all-files ---> 100% color:green All good !","title":"Development installation"},{"location":"contributing/#proposing-a-merge-request","text":"Ideally, your changes should : Be well-documented Pass every tests, and preferably implement their own Follow the style guide.","title":"Proposing a merge request"},{"location":"contributing/#testing-your-code","text":"We use the Pytest test suite. The following command will run the test suite. Writing your own tests is encouraged ! python -m pytest Should your contribution propose a bug fix, we require the bug be thoroughly tested.","title":"Testing your code"},{"location":"contributing/#style-guide","text":"We use Black and Ruff to reformat the code. While other formatter only enforce PEP8 compliance, Black also makes the code uniform. In short : Black reformats entire files in place. It is not configurable. Moreover, the CI/CD pipeline enforces a number of checks on the \"quality\" of the code. To wit, non black-formatted code will make the test pipeline fail. We use pre-commit to keep our codebase clean. Refer to the development install tutorial for tips on how to format your files automatically. Most modern editors propose extensions that will format files on save.","title":"Style Guide"},{"location":"contributing/#documentation","text":"Make sure to document your improvements, both within the code with comprehensive docstrings, as well as in the documentation itself if need be. We use MkDocs for Confit's documentation. You can checkout the changes you make with: color:gray # Run the documentation $ mkdocs serve Go to localhost:8000 to see your changes. MkDocs watches for changes in the documentation folder and automatically reloads the page.","title":"Documentation"},{"location":"getting-started/","text":"Getting started Installation Install the library with pip: $ pip install confit A simple example Confit only abstracts the boilerplate code related to configuration and leaves the rest of your code unchanged. Here is an example: script.py import datetime + from confit import Cli, Registry, RegistryCollection + app = Cli(pretty_exceptions_show_locals=False) + class RegistryCollection(: + factory = Registry((\"test_cli\", \"factory\"), entry_points=True) + @registry.factory.register(\"submodel\") class SubModel: # Type hinting is optional but recommended to benefit for argument casting ! def __init__(self, value: float, desc: str = \"\"): self.value = value self.desc = desc + @registry.factory.register(\"bigmodel\") class BigModel: def __init__(self, date: datetime.date, submodel: SubModel): self.date = date self.submodel = submodel + @app.command(name=\"script\", registry=registry) def func(modelA: BigModel, modelB: BigModel, other: int, seed: int): assert modelA.submodel is modelB.submodel assert modelA.date == datetime.date(2010, 10, 10) print(\"Other:\", other) + if __name__ == \"__main__\": + app() Create a new config file INI syntax YAML syntax config.cfg # CLI sections [script] modelA = ${modelA} modelB = ${modelB} # CLI common parameters [modelA] @factory = \"bigmodel\" date = \"2010-10-10\" [modelA.submodel] @factory = \"submodel\" value = 12 [modelB] date = \"2003-04-05\" submodel = ${modelA.submodel} and run the following command from the terminal $ python script.py --config config.cfg --seed 42 config.yaml script : modelA : ${modelA} modelB : ${modelB} modelA : \"@factory\" : \"bigmodel\" date : \"2010-10-10\" submodel : \"@factory\" : \"submodel\" value : 12 modelB : date : \"2003-04-05\" submodel : ${modelA.submodel} and run the following command from the terminal $ python script.py --config config.yaml --seed 42 Naming To use the name of your config path (e.g. config-expe-2 if the configuration file is named config-expe-2.cfg in the configuration (after resolution), simply mention name = None under the section which title was provided at @app.command(name=) Multiple configurations You can pass multiple configuration files by repeating the --config option. Configuration will be merged in order. You can still call the function method from your code, but now also benefit from argument validation ! from script import func , BigModel , SubModel # To seed before creating the models from confit.utils.random import set_seed seed = 42 set_seed ( seed ) submodel = SubModel ( value = 12 ) # BigModel will cast date strings as datetime.date objects modelA = BigModel ( date = \"2003-02-01\" , submodel = submodel ) modelB = BigModel ( date = \"2003-04-05\" , submodel = submodel ) func ( modelA = modelA , modelB = modelA , seed = seed , )","title":"Getting started"},{"location":"getting-started/#getting-started","text":"","title":"Getting started"},{"location":"getting-started/#installation","text":"Install the library with pip: $ pip install confit","title":"Installation"},{"location":"getting-started/#a-simple-example","text":"Confit only abstracts the boilerplate code related to configuration and leaves the rest of your code unchanged. Here is an example: script.py import datetime + from confit import Cli, Registry, RegistryCollection + app = Cli(pretty_exceptions_show_locals=False) + class RegistryCollection(: + factory = Registry((\"test_cli\", \"factory\"), entry_points=True) + @registry.factory.register(\"submodel\") class SubModel: # Type hinting is optional but recommended to benefit for argument casting ! def __init__(self, value: float, desc: str = \"\"): self.value = value self.desc = desc + @registry.factory.register(\"bigmodel\") class BigModel: def __init__(self, date: datetime.date, submodel: SubModel): self.date = date self.submodel = submodel + @app.command(name=\"script\", registry=registry) def func(modelA: BigModel, modelB: BigModel, other: int, seed: int): assert modelA.submodel is modelB.submodel assert modelA.date == datetime.date(2010, 10, 10) print(\"Other:\", other) + if __name__ == \"__main__\": + app() Create a new config file INI syntax YAML syntax config.cfg # CLI sections [script] modelA = ${modelA} modelB = ${modelB} # CLI common parameters [modelA] @factory = \"bigmodel\" date = \"2010-10-10\" [modelA.submodel] @factory = \"submodel\" value = 12 [modelB] date = \"2003-04-05\" submodel = ${modelA.submodel} and run the following command from the terminal $ python script.py --config config.cfg --seed 42 config.yaml script : modelA : ${modelA} modelB : ${modelB} modelA : \"@factory\" : \"bigmodel\" date : \"2010-10-10\" submodel : \"@factory\" : \"submodel\" value : 12 modelB : date : \"2003-04-05\" submodel : ${modelA.submodel} and run the following command from the terminal $ python script.py --config config.yaml --seed 42 Naming To use the name of your config path (e.g. config-expe-2 if the configuration file is named config-expe-2.cfg in the configuration (after resolution), simply mention name = None under the section which title was provided at @app.command(name=) Multiple configurations You can pass multiple configuration files by repeating the --config option. Configuration will be merged in order. You can still call the function method from your code, but now also benefit from argument validation ! from script import func , BigModel , SubModel # To seed before creating the models from confit.utils.random import set_seed seed = 42 set_seed ( seed ) submodel = SubModel ( value = 12 ) # BigModel will cast date strings as datetime.date objects modelA = BigModel ( date = \"2003-02-01\" , submodel = submodel ) modelB = BigModel ( date = \"2003-04-05\" , submodel = submodel ) func ( modelA = modelA , modelB = modelA , seed = seed , )","title":"A simple example"},{"location":"","text":"Confit Confit is a complete and easy-to-use configuration framework aimed at improving the reproducibility of experiments by relying on the Python typing system, minimal configuration files and command line interfaces. Architecture The three pillars of this configuration system are the catalogue registry, the Pydantic validation system and the typer CLI library. Registry The catalogue registry records the various objects (classes or functions) that can be composed together to run your program. Once registered, with the registry.factory.register decorator, these objects are accessible as [entry points] and can be used in the configuration system. To start, you can create a simple registry \"factory\" as follows: from confit import Registry , RegistryCollection class registry ( RegistryCollection ): factory = Registry (( \"my_library\" , \"factory\" ), entry_points = True ) What is this useful for? With this registry, you can register a function or a class: @registry . factory . register ( \"my-function\" ) def my_function ( value = 10 ): print ( f \"The value is { value } !\" ) Now you can dynamically retrieve the function from anywhere: func = registry . factory . get ( \"my-function\" ) func () # Out: \"The value is 10!\" func ( value = 42 ) # Out: \"The value is 42!\" Typing system The Pydantic validate_arguments decorator enhances a function to automatically parse and validate its arguments every time it is called, using the Pydantic typing-based validation system. For instance, strings can be automatically cast as Path objects, or datetime or numbers depending on the type annotation of the argument. Combined with our configuration system, dictionaries passed as arguments to a decorated function can be \"cast\" as instantiated classes if these classes were them-selves decorated. CLI TBD The Config object The configuration object consists of a supercharged dict, the Config class, that can be used to read and write to cfg files, interpolate variables and instantiate components through the registry with some special @factory keys. A cfg file can be used directly as an input to a CLI-decorated function. We will show partial examples with increasing complexity below. See here for an end-to-end example. Instantiating an object script.py @registry . factory . register ( \"my-class\" ) class MyClass : def __init__ ( self , value1 : int , value2 : float ): self . value1 = value1 self . value2 = value2 INI syntax YAML syntax config.cfg [myclass] @factory = \"my-class\" value1 = 1.1 value2 = 2.5 config.yaml myclass : \"@factory\" : \"my-class\" value1 : 1.1 value2 : 2.5 Here, Confit will: Parse the configuration Get the target class from the registry Validate parameters if needed (in this case, value1 is typed as an int, thus it will be casted as an int by setting value1=1 ) Instantiate the class using the validated parameters Interpolating values When multiple sections of the configuration need to access the same value, you can provide it using the ${} syntax: INI syntax YAML syntax config.cfg [myclass] @factory = \"my-class\" value1 = 1.1 value2 = ${other_values.value3} [other_values] value3 = 10 config.yaml myclass : \"@factory\" : \"my-class\" value1 : 1.1 value2 : ${other_values.value3} Here, value2 will be set to 10. Advanced interpolation You can even pass instantiated objects! Suppose we have a registered myOtherClass class expecting an instance of MyClass as input. You could use the following configuration: INI syntax YAML syntax config.cfg [func] @factory = \"my-other-class\" obj = ${myclass} [myclass] @factory = \"my-class\" value1 = 1.1 value2 = ${other_values.value3} [other_values] value3 = 10 config.yaml func : \"@factory\" : \"my-other-class\" obj : ${myclass} myclass : \"@factory\" : \"my-class\" value1 : 1.1 value2 : ${other_values.value3} other_values : value3 : 10 Finally, you may want to access some attributes of Python classes that are available after instantiation, but not present in the configuration file. For instance, let's modify our MyClass class: script.py @registry.factory.register(\"my-class\") class MyClass: def __init__(self, value1: int, value2: float): self.value1 = value1 self.value2 = value2 + self.hidden_value = 99 To access those values directly in the configuration file, use the ${} syntax (notice the colon instead of the point ) INI syntax YAML syntax config.cfg [myclass] @factory = \"my-class\" value1 = 1.1 value2 = 2.5 [other_values] value3 = ${myclass:hidden_value} config.yaml myclass : \"@factory\" : \"my-class\" value1 : 1.1 value2 : 2.5 other_values : value3 : ${myclass:hidden_value}","title":"Confit"},{"location":"#confit","text":"Confit is a complete and easy-to-use configuration framework aimed at improving the reproducibility of experiments by relying on the Python typing system, minimal configuration files and command line interfaces.","title":"Confit"},{"location":"#architecture","text":"The three pillars of this configuration system are the catalogue registry, the Pydantic validation system and the typer CLI library.","title":"Architecture"},{"location":"#registry","text":"The catalogue registry records the various objects (classes or functions) that can be composed together to run your program. Once registered, with the registry.factory.register decorator, these objects are accessible as [entry points] and can be used in the configuration system. To start, you can create a simple registry \"factory\" as follows: from confit import Registry , RegistryCollection class registry ( RegistryCollection ): factory = Registry (( \"my_library\" , \"factory\" ), entry_points = True ) What is this useful for? With this registry, you can register a function or a class: @registry . factory . register ( \"my-function\" ) def my_function ( value = 10 ): print ( f \"The value is { value } !\" ) Now you can dynamically retrieve the function from anywhere: func = registry . factory . get ( \"my-function\" ) func () # Out: \"The value is 10!\" func ( value = 42 ) # Out: \"The value is 42!\"","title":"Registry"},{"location":"#typing-system","text":"The Pydantic validate_arguments decorator enhances a function to automatically parse and validate its arguments every time it is called, using the Pydantic typing-based validation system. For instance, strings can be automatically cast as Path objects, or datetime or numbers depending on the type annotation of the argument. Combined with our configuration system, dictionaries passed as arguments to a decorated function can be \"cast\" as instantiated classes if these classes were them-selves decorated.","title":"Typing system"},{"location":"#cli","text":"TBD","title":"CLI"},{"location":"#the-config-object","text":"The configuration object consists of a supercharged dict, the Config class, that can be used to read and write to cfg files, interpolate variables and instantiate components through the registry with some special @factory keys. A cfg file can be used directly as an input to a CLI-decorated function. We will show partial examples with increasing complexity below. See here for an end-to-end example.","title":"The Config object"},{"location":"#instantiating-an-object","text":"script.py @registry . factory . register ( \"my-class\" ) class MyClass : def __init__ ( self , value1 : int , value2 : float ): self . value1 = value1 self . value2 = value2 INI syntax YAML syntax config.cfg [myclass] @factory = \"my-class\" value1 = 1.1 value2 = 2.5 config.yaml myclass : \"@factory\" : \"my-class\" value1 : 1.1 value2 : 2.5 Here, Confit will: Parse the configuration Get the target class from the registry Validate parameters if needed (in this case, value1 is typed as an int, thus it will be casted as an int by setting value1=1 ) Instantiate the class using the validated parameters","title":"Instantiating an object"},{"location":"#interpolating-values","text":"When multiple sections of the configuration need to access the same value, you can provide it using the ${} syntax: INI syntax YAML syntax config.cfg [myclass] @factory = \"my-class\" value1 = 1.1 value2 = ${other_values.value3} [other_values] value3 = 10 config.yaml myclass : \"@factory\" : \"my-class\" value1 : 1.1 value2 : ${other_values.value3} Here, value2 will be set to 10.","title":"Interpolating values"},{"location":"#advanced-interpolation","text":"You can even pass instantiated objects! Suppose we have a registered myOtherClass class expecting an instance of MyClass as input. You could use the following configuration: INI syntax YAML syntax config.cfg [func] @factory = \"my-other-class\" obj = ${myclass} [myclass] @factory = \"my-class\" value1 = 1.1 value2 = ${other_values.value3} [other_values] value3 = 10 config.yaml func : \"@factory\" : \"my-other-class\" obj : ${myclass} myclass : \"@factory\" : \"my-class\" value1 : 1.1 value2 : ${other_values.value3} other_values : value3 : 10 Finally, you may want to access some attributes of Python classes that are available after instantiation, but not present in the configuration file. For instance, let's modify our MyClass class: script.py @registry.factory.register(\"my-class\") class MyClass: def __init__(self, value1: int, value2: float): self.value1 = value1 self.value2 = value2 + self.hidden_value = 99 To access those values directly in the configuration file, use the ${} syntax (notice the colon instead of the point ) INI syntax YAML syntax config.cfg [myclass] @factory = \"my-class\" value1 = 1.1 value2 = 2.5 [other_values] value3 = ${myclass:hidden_value} config.yaml myclass : \"@factory\" : \"my-class\" value1 : 1.1 value2 : 2.5 other_values : value3 : ${myclass:hidden_value}","title":"Advanced interpolation"},{"location":"roadmap/","text":"Roadmap better pydantic <-> typer errors tutorials find edge cases ...","title":"Roadmap"},{"location":"roadmap/#roadmap","text":"better pydantic <-> typer errors tutorials find edge cases ...","title":"Roadmap"},{"location":"reference/","text":"confit","title":"index"},{"location":"reference/#confit","text":"","title":"confit"},{"location":"reference/cli/","text":"confit.cli Cli Bases: Typer Custom Typer object that: validates a command parameters before executing it accepts a configuration file describing the parameters automatically instantiates parameters given a dictionary when type hinted Source code in confit/cli.py 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94 95 96 97 98 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126 127 128 129 130 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 150 151 152 153 154 155 156 157 158 159 160 161 162 163 164 165 166 167 168 169 170 171 172 173 174 175 176 177 178 179 180 class Cli ( Typer ): \"\"\" Custom Typer object that: - validates a command parameters before executing it - accepts a configuration file describing the parameters - automatically instantiates parameters given a dictionary when type hinted \"\"\" def command ( # noqa self , name , * , cls : Optional [ Type [ TyperCommand ]] = None , context_settings : Optional [ Dict [ Any , Any ]] = None , help : Optional [ str ] = None , epilog : Optional [ str ] = None , short_help : Optional [ str ] = None , options_metavar : str = \"[OPTIONS]\" , add_help_option : bool = True , no_args_is_help : bool = False , hidden : bool = False , deprecated : bool = False , # Rich settings rich_help_panel : Union [ str , None ] = Default ( None ), registry : Any = None , ) -> Callable [[ CommandFunctionType ], CommandFunctionType ]: typer_command = super () . command ( name = name , cls = cls , help = help , epilog = epilog , short_help = short_help , options_metavar = options_metavar , add_help_option = add_help_option , no_args_is_help = no_args_is_help , hidden = hidden , deprecated = deprecated , rich_help_panel = rich_help_panel , context_settings = { ** ( context_settings or {}), \"ignore_unknown_options\" : True , \"allow_extra_args\" : True , }, ) def wrapper ( fn ): validated = validate_arguments ( fn ) @typer_command def command ( ctx : Context , config : Optional [ List [ Path ]] = None ): config_path = config has_meta = _fn_has_meta ( fn ) if config_path : config , name_from_file = merge_from_disk ( config_path ) else : config = Config ({ name : {}}) model_fields = ( validated . model . model_fields if hasattr ( validated . model , \"model_fields\" ) else validated . model . __fields__ ) for k , v in parse_overrides ( ctx . args ) . items (): if \".\" not in k : parts = ( name , k ) else : parts = k . split ( \".\" ) if parts [ 0 ] in model_fields and parts [ 0 ] not in config : parts = ( name , * parts ) current = config if parts [ 0 ] not in current : raise Exception ( f \" { k } does not match any existing section in config\" ) for part in parts [: - 1 ]: current = current . setdefault ( part , Config ()) current [ parts [ - 1 ]] = v try : default_seed = model_fields . get ( \"seed\" ) if default_seed is not None : default_seed = default_seed . get_default () seed = Config . resolve ( config . get ( name , {}) . get ( \"seed\" , default_seed ), registry = registry , root = config , ) if seed is not None : set_seed ( seed ) resolved_config = Config ( config [ name ]) . resolve ( registry = registry , root = config ) if has_meta : config_meta = dict ( config_path = config_path , resolved_config = resolved_config , unresolved_config = config , ) return validated ( ** resolved_config , config_meta = config_meta , ) else : return validated ( ** resolved_config ) except ( LegacyValidationError , ConfitValidationError ) as e : e . raw_errors = patch_errors ( e . raw_errors , ( name ,), ) if is_debug () or e . __cause__ is not None : raise e try : import rich console = rich . console . Console ( stderr = True ) console . print ( \"Validation error:\" , style = \"red\" , end = \" \" ) console . print ( str ( e )) except ImportError : # pragma: no cover print ( \"Validation error:\" , file = sys . stderr , end = \" \" ) print ( str ( e ), file = sys . stderr ) sys . exit ( 1 ) except KeyboardInterrupt as e : # pragma: no cover raise Exception ( \"Interrupted by user\" ) from e return validated return wrapper parse_overrides ( args ) Parse the overrides from the command line into a dictionary of key-value pairs. PARAMETER DESCRIPTION args The arguments to parse TYPE: List [ str ] RETURNS DESCRIPTION Dict [ str , Any ] The parsed overrides as a dictionary Source code in confit/cli.py 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 def parse_overrides ( args : List [ str ]) -> Dict [ str , Any ]: \"\"\" Parse the overrides from the command line into a dictionary of key-value pairs. Parameters ---------- args: List[str] The arguments to parse Returns ------- Dict[str, Any] The parsed overrides as a dictionary \"\"\" result = {} while args : opt = args . pop ( 0 ) err = f \"Invalid config override ' { opt } '\" if opt . startswith ( \"--\" ): # new argument opt = opt . replace ( \"--\" , \"\" ) if \"=\" in opt : # we have --opt=value opt , value = opt . split ( \"=\" , 1 ) else : if not args or args [ 0 ] . startswith ( \"--\" ): # flag with no value value = \"true\" else : value = args . pop ( 0 ) opt = opt . replace ( \"-\" , \"_\" ) result [ opt ] = loads ( value ) else : secho ( f \" { err } : doesn't support shorthands\" , fg = colors . RED ) exit ( 1 ) return result","title":"cli"},{"location":"reference/cli/#confitcli","text":"","title":"confit.cli"},{"location":"reference/cli/#confit.cli.Cli","text":"Bases: Typer Custom Typer object that: validates a command parameters before executing it accepts a configuration file describing the parameters automatically instantiates parameters given a dictionary when type hinted Source code in confit/cli.py 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94 95 96 97 98 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126 127 128 129 130 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 150 151 152 153 154 155 156 157 158 159 160 161 162 163 164 165 166 167 168 169 170 171 172 173 174 175 176 177 178 179 180 class Cli ( Typer ): \"\"\" Custom Typer object that: - validates a command parameters before executing it - accepts a configuration file describing the parameters - automatically instantiates parameters given a dictionary when type hinted \"\"\" def command ( # noqa self , name , * , cls : Optional [ Type [ TyperCommand ]] = None , context_settings : Optional [ Dict [ Any , Any ]] = None , help : Optional [ str ] = None , epilog : Optional [ str ] = None , short_help : Optional [ str ] = None , options_metavar : str = \"[OPTIONS]\" , add_help_option : bool = True , no_args_is_help : bool = False , hidden : bool = False , deprecated : bool = False , # Rich settings rich_help_panel : Union [ str , None ] = Default ( None ), registry : Any = None , ) -> Callable [[ CommandFunctionType ], CommandFunctionType ]: typer_command = super () . command ( name = name , cls = cls , help = help , epilog = epilog , short_help = short_help , options_metavar = options_metavar , add_help_option = add_help_option , no_args_is_help = no_args_is_help , hidden = hidden , deprecated = deprecated , rich_help_panel = rich_help_panel , context_settings = { ** ( context_settings or {}), \"ignore_unknown_options\" : True , \"allow_extra_args\" : True , }, ) def wrapper ( fn ): validated = validate_arguments ( fn ) @typer_command def command ( ctx : Context , config : Optional [ List [ Path ]] = None ): config_path = config has_meta = _fn_has_meta ( fn ) if config_path : config , name_from_file = merge_from_disk ( config_path ) else : config = Config ({ name : {}}) model_fields = ( validated . model . model_fields if hasattr ( validated . model , \"model_fields\" ) else validated . model . __fields__ ) for k , v in parse_overrides ( ctx . args ) . items (): if \".\" not in k : parts = ( name , k ) else : parts = k . split ( \".\" ) if parts [ 0 ] in model_fields and parts [ 0 ] not in config : parts = ( name , * parts ) current = config if parts [ 0 ] not in current : raise Exception ( f \" { k } does not match any existing section in config\" ) for part in parts [: - 1 ]: current = current . setdefault ( part , Config ()) current [ parts [ - 1 ]] = v try : default_seed = model_fields . get ( \"seed\" ) if default_seed is not None : default_seed = default_seed . get_default () seed = Config . resolve ( config . get ( name , {}) . get ( \"seed\" , default_seed ), registry = registry , root = config , ) if seed is not None : set_seed ( seed ) resolved_config = Config ( config [ name ]) . resolve ( registry = registry , root = config ) if has_meta : config_meta = dict ( config_path = config_path , resolved_config = resolved_config , unresolved_config = config , ) return validated ( ** resolved_config , config_meta = config_meta , ) else : return validated ( ** resolved_config ) except ( LegacyValidationError , ConfitValidationError ) as e : e . raw_errors = patch_errors ( e . raw_errors , ( name ,), ) if is_debug () or e . __cause__ is not None : raise e try : import rich console = rich . console . Console ( stderr = True ) console . print ( \"Validation error:\" , style = \"red\" , end = \" \" ) console . print ( str ( e )) except ImportError : # pragma: no cover print ( \"Validation error:\" , file = sys . stderr , end = \" \" ) print ( str ( e ), file = sys . stderr ) sys . exit ( 1 ) except KeyboardInterrupt as e : # pragma: no cover raise Exception ( \"Interrupted by user\" ) from e return validated return wrapper","title":"Cli"},{"location":"reference/cli/#confit.cli.parse_overrides","text":"Parse the overrides from the command line into a dictionary of key-value pairs. PARAMETER DESCRIPTION args The arguments to parse TYPE: List [ str ] RETURNS DESCRIPTION Dict [ str , Any ] The parsed overrides as a dictionary Source code in confit/cli.py 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 def parse_overrides ( args : List [ str ]) -> Dict [ str , Any ]: \"\"\" Parse the overrides from the command line into a dictionary of key-value pairs. Parameters ---------- args: List[str] The arguments to parse Returns ------- Dict[str, Any] The parsed overrides as a dictionary \"\"\" result = {} while args : opt = args . pop ( 0 ) err = f \"Invalid config override ' { opt } '\" if opt . startswith ( \"--\" ): # new argument opt = opt . replace ( \"--\" , \"\" ) if \"=\" in opt : # we have --opt=value opt , value = opt . split ( \"=\" , 1 ) else : if not args or args [ 0 ] . startswith ( \"--\" ): # flag with no value value = \"true\" else : value = args . pop ( 0 ) opt = opt . replace ( \"-\" , \"_\" ) result [ opt ] = loads ( value ) else : secho ( f \" { err } : doesn't support shorthands\" , fg = colors . RED ) exit ( 1 ) return result","title":"parse_overrides"},{"location":"reference/config/","text":"confit.config Config Bases: dict The configuration system consists of a supercharged dict, the Config class, that can be used to read and write to cfg files, interpolate variables and instantiate components through the registry with some special @factory keys. A cfg file can be used directly as an input to a CLI-decorated function. Source code in confit/config.py 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94 95 96 97 98 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126 127 128 129 130 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 150 151 152 153 154 155 156 157 158 159 160 161 162 163 164 165 166 167 168 169 170 171 172 173 174 175 176 177 178 179 180 181 182 183 184 185 186 187 188 189 190 191 192 193 194 195 196 197 198 199 200 201 202 203 204 205 206 207 208 209 210 211 212 213 214 215 216 217 218 219 220 221 222 223 224 225 226 227 228 229 230 231 232 233 234 235 236 237 238 239 240 241 242 243 244 245 246 247 248 249 250 251 252 253 254 255 256 257 258 259 260 261 262 263 264 265 266 267 268 269 270 271 272 273 274 275 276 277 278 279 280 281 282 283 284 285 286 287 288 289 290 291 292 293 294 295 296 297 298 299 300 301 302 303 304 305 306 307 308 309 310 311 312 313 314 315 316 317 318 319 320 321 322 323 324 325 326 327 328 329 330 331 332 333 334 335 336 337 338 339 340 341 342 343 344 345 346 347 348 349 350 351 352 353 354 355 356 357 358 359 360 361 362 363 364 365 366 367 368 369 370 371 372 373 374 375 376 377 378 379 380 381 382 383 384 385 386 387 388 389 390 391 392 393 394 395 396 397 398 399 400 401 402 403 404 405 406 407 408 409 410 411 412 413 414 415 416 417 418 419 420 421 422 423 424 425 426 427 428 429 430 431 432 433 434 435 436 437 438 439 440 441 442 443 444 445 446 447 448 449 450 451 452 453 454 455 456 457 458 459 460 461 462 463 464 465 466 467 468 469 470 471 472 473 474 475 476 477 478 479 480 481 482 483 484 485 486 487 488 489 490 491 492 493 494 495 496 497 498 499 500 501 502 503 504 505 506 507 508 509 510 511 512 513 514 515 516 517 518 519 520 521 522 523 524 525 526 527 528 529 530 531 532 533 534 535 536 537 538 539 540 541 542 543 544 545 546 547 548 549 550 551 552 553 554 555 556 557 558 559 560 561 562 563 564 565 566 567 568 569 570 571 572 573 574 575 576 577 578 579 580 581 582 583 584 585 586 587 588 589 590 591 class Config ( dict ): \"\"\" The configuration system consists of a supercharged dict, the `Config` class, that can be used to read and write to `cfg` files, interpolate variables and instantiate components through the registry with some special `@factory` keys. A cfg file can be used directly as an input to a CLI-decorated function. \"\"\" def __init__ ( self , * args : Any , ** kwargs : Any ): \"\"\" A new config object can be instantiated either from a dict as a positional argument, or from keyword arguments. Only one of these two options can be used at a time. Parameters ---------- args: Any kwargs: Any \"\"\" if len ( args ) == 1 and isinstance ( args [ 0 ], dict ): assert len ( kwargs ) == 0 kwargs = args [ 0 ] super () . __init__ ( ** kwargs ) @classmethod def from_cfg_str ( cls , s : str , resolve : bool = False , registry : Any = None ) -> Any : \"\"\" Load a config object from a config string Parameters ---------- s: Union[str, Path] The cfg config string resolve Whether to resolve sections with '@' keys registry Optional registry to resolve from. If None, the default registry will be used. Returns ------- Config \"\"\" parser = ConfigParser ( interpolation = None ) parser . optionxform = str parser . read_string ( s ) config = Config () for section in parser . sections (): parts = split_path ( section ) current = config for part in parts : if part not in current : current [ part ] = current = Config () else : current = current [ part ] current . clear () errors = [] for k , v in parser . items ( section ): path = split_path ( k ) for part in path [: - 1 ]: if part not in current : current [ part ] = current = Config () else : current = current [ part ] try : current [ path [ - 1 ]] = loads ( v ) except ValueError as e : errors . append ( ErrorWrapper ( e , loc = path )) if errors : raise ConfitValidationError ( errors = errors ) if resolve : return config . resolve ( registry = registry ) return config @classmethod def from_yaml_str ( cls , s : str , resolve : bool = False , registry : Any = None ) -> Any : import yaml class ConfitYamlLoader ( yaml . SafeLoader ): def construct_object ( self , x , deep = False ): if isinstance ( x , yaml . ScalarNode ): if x . style == '\"' or x . style == \"'\" : return loads ( x . style + x . value + x . style ) return loads ( x . value ) return super () . construct_object ( x , deep ) stream = StringIO ( s ) config = Config ( yaml . load ( stream , Loader = ConfitYamlLoader )) if resolve : return config . resolve ( registry = registry ) return config @classmethod def from_disk ( cls , path : Union [ str , Path ], resolve : bool = False , registry : Any = None ) -> \"Config\" : \"\"\" Load a config object from a '.cfg' file Parameters ---------- path: Union[str, Path] The path to the config object resolve Whether to resolve mappings with '@' keys registry Optional registry to resolve from. If None, the default registry will be used. Returns ------- Config \"\"\" s = Path ( path ) . read_text ( encoding = \"utf-8\" ) path_str = str ( path ) if path_str . endswith ( \".yaml\" ) or path_str . endswith ( \".yml\" ): return cls . from_yaml_str ( s , resolve = resolve , registry = registry ) else : return cls . from_cfg_str ( s , resolve = resolve , registry = registry ) from_str = from_cfg_str def to_disk ( self , path : Union [ str , Path ]): \"\"\" Export a config to the disk (usually to a .cfg file) Parameters ---------- path: Union[str, path] \"\"\" path_str = str ( path ) if path_str . endswith ( \".yaml\" ) or path_str . endswith ( \".yml\" ): s = self . to_yaml_str () else : s = Config . to_str ( self ) Path ( path ) . write_text ( s , encoding = \"utf-8\" ) def serialize ( self : Any ): \"\"\" Try to convert non-serializable objects using the RESOLVED_TO_CONFIG object back to their original catalogue + params form We try to preserve referential equalities between non dict/list/tuple objects by serializing subsequent references to the same object as references to its first occurrence in the tree. ```python a = A() # serializable object cfg = {\"a\": a, \"b\": a} print(Config.serialize(cfg)) # Out: {\"a\": {...}, \"b\": Reference(\"a\")} ``` Returns ------- Config \"\"\" refs = {} # Temp memory to avoid objects being garbage collected mem = [] def is_simple ( o ): return o is None or isinstance ( o , ( str , int , float , bool , Reference )) def rec ( o : Any , path : Loc = ()): if id ( o ) in refs : return refs [ id ( o )] if is_simple ( o ): return o if isinstance ( o , collections . abc . Mapping ): items = sorted ( o . items (), key = lambda x : 1 if ( is_simple ( x [ 1 ]) or isinstance ( x [ 1 ], ( collections . abc . Mapping , list , tuple )) ) else 0 , ) serialized = { k : rec ( v , ( * path , k )) for k , v in items } serialized = { k : serialized [ k ] for k in o . keys ()} mem . append ( o ) refs [ id ( o )] = Reference ( join_path ( path )) if isinstance ( o , Config ): serialized = Config ( serialized ) return serialized if isinstance ( o , ( list , tuple )): mem . append ( o ) refs [ id ( o )] = Reference ( join_path ( path )) return type ( o )( rec ( v , ( * path , i )) for i , v in enumerate ( o )) cfg = None try : cfg = ( cfg or Config ()) . merge ( RESOLVED_TO_CONFIG [ o ]) except ( KeyError , TypeError ): pass try : cfg = ( cfg or Config ()) . merge ( o . cfg ) except ( AttributeError , TypeError ): pass if cfg is not None : mem . append ( o ) refs [ id ( o )] = Reference ( join_path ( path )) return rec ( cfg , path ) try : return pydantic_core . to_jsonable_python ( o ) except Exception : raise TypeError ( f \"Cannot dump { o !r} at { join_path ( path ) } \" ) return rec ( self ) def to_cfg_str ( self ): \"\"\" Export a config to a string in the cfg format by serializing it first Returns ------- str \"\"\" additional_sections = {} prepared = flatten_sections ( Config . serialize ( self )) prepared . update ( flatten_sections ( additional_sections )) parser = ConfigParser ( interpolation = None ) parser . optionxform = str for section_name , section in prepared . items (): parser . add_section ( section_name ) parser [ section_name ] . update ( { join_path (( k ,)): dumps ( v ) for k , v in section . items ()} ) s = StringIO () parser . write ( s ) return s . getvalue () def to_yaml_str ( self ): import yaml class ConfitYamlDumper ( yaml . SafeDumper ): def __init__ ( self , * args , ** kwargs ): super () . __init__ ( * args , ** kwargs ) def represent_ref ( self , node ): return super () . represent_scalar ( \"tag:yaml.org,2002:str\" , str ( node )) def represent_str ( self , data ): node = super () . represent_scalar ( \"tag:yaml.org,2002:str\" , data ) if set ( \",' \\\" {} []$ \\n\\t \" ) & set ( data ): node . style = \"'\" if data . count ( '\"' ) > data . count ( \"'\" ) else '\"' return node yaml_representers = { ** yaml . SafeDumper . yaml_representers , Config : yaml . SafeDumper . represent_dict , Reference : represent_ref , str : represent_str , } return yaml . dump ( self . serialize (), Dumper = ConfitYamlDumper , sort_keys = False , indent = 4 ) to_str = to_cfg_str def resolve ( self , deep = True , registry : Any = None , root : Mapping = None ) -> Any : \"\"\" Resolves the parts of the nested config object with @ variables using a registry, and then interpolate references in the config. Parameters ---------- deep: bool Should we resolve deeply registry: Registry to use when resolving root: Mapping The root of the config tree. Used for resolving references. Returns ------- Union[Config, Any] \"\"\" if root is None : root = self if registry is None : from .registry import get_default_registry registry = get_default_registry () resolved_locs = {} seen_locs = set () def resolve_reference ( ref : Reference ) -> Any : pat = re . compile ( PATH + \":?\" ) def replace ( match : re . Match ): start = match . start () if start > 0 and ref . value [ start - 1 ] == \":\" : return match . group () path = match . group () parts = split_path ( path . rstrip ( \":\" )) # Check if part is any special python keyword if len ( parts ) == 1 and parts [ 0 ] in keyword . kwlist : return match . group () try : return local_names [ parts ] + ( \".\" if path . endswith ( \":\" ) else \"\" ) except KeyError : raise KeyError ( path ) local_names = {} for match in pat . finditer ( ref . value ): start = match . start () if start > 0 and ref . value [ start - 1 ] == \":\" : continue path = match . group () parts = split_path ( path . rstrip ( \":\" )) if len ( parts ) == 1 and parts [ 0 ] in keyword . kwlist : continue local_names . setdefault ( parts , f \"var_ { len ( local_names ) } \" ) local_leaves = DynamicLocals ( local_names , root , resolved_locs , rec ) replaced = pat . sub ( replace , ref . value ) res = safe_eval ( replaced , local_leaves ) return res def rec ( obj , loc : Tuple [ Union [ str , int ]] = ()): \"\"\" Parameters ---------- obj: Any The current object being resolved loc: Sequence[str] Internal variable Current path in tree Returns ------- \"\"\" if id ( obj ) in resolved_locs : return resolved_locs [ id ( obj )] if id ( obj ) in seen_locs : raise CyclicReferenceError ( tuple ( loc )) seen_locs . add ( id ( obj )) if not deep and len ( loc ) > 1 : return obj if isinstance ( obj , Mapping ): resolved = Config ({ k : rec ( v , ( * loc , k )) for k , v in obj . items ()}) registries = [ ( key , value , getattr ( registry , key [ 1 :])) for key , value in resolved . items () if key . startswith ( \"@\" ) ] assert ( len ( registries ) <= 1 ), f \"Cannot resolve using multiple registries at { '.' . join ( loc ) } \" if len ( registries ) == 1 : cfg = resolved params = dict ( resolved ) params . pop ( registries [ 0 ][ 0 ]) fn = registries [ 0 ][ 2 ] . get ( registries [ 0 ][ 1 ]) try : resolved = fn ( ** params ) # The `validate_arguments` decorator has most likely # already put the resolved config in the registry # but for components that are instantiated without it # we need to do it here Config . _store_resolved ( resolved , cfg ) except ConfitValidationError as e : e = ConfitValidationError ( errors = patch_errors ( e . raw_errors , loc , params ), model = e . model , name = getattr ( e , \"name\" , None ), ) . with_traceback ( remove_lib_from_traceback ( e . __traceback__ )) if not is_debug (): e . __cause__ = None e . __suppress_context__ = True raise e elif isinstance ( obj , list ): resolved = [ rec ( v , ( * loc , i )) for i , v in enumerate ( obj )] elif isinstance ( obj , tuple ): resolved = tuple ( rec ( v , ( * loc , i )) for i , v in enumerate ( obj )) elif isinstance ( obj , Reference ): while True : try : resolved = resolve_reference ( obj ) break except ( KeyError , NameError ): raise MissingReference ( obj ) else : resolved = obj resolved_locs [ id ( obj )] = resolved return resolved return rec ( self , ()) def merge ( self , * updates : Union [ Dict [ str , Any ], \"Config\" ], remove_extra : bool = False , ) -> \"Config\" : \"\"\" Deep merge two configs. Heavily inspired from `thinc`'s config merge function. Parameters ---------- updates: Union[Config, Dict] Configs to update the original config remove_extra: If true, restricts update to keys that existed in the original config Returns ------- The new config \"\"\" def deep_set ( current , path , val ): if path not in current and remove_extra : return current [ path ] = val def rec ( old , new ): for key , new_val in list ( new . items ()): if \".\" in key : deep_set ( old , key , new_val ) continue if key not in old : if remove_extra : continue else : old [ key ] = new_val continue old_val = old [ key ] if isinstance ( old_val , dict ) and isinstance ( new_val , dict ): old_resolver = next (( k for k in old_val if k . startswith ( \"@\" )), None ) new_resolver = next (( k for k in new_val if k . startswith ( \"@\" )), None ) if ( new_resolver is not None and old_resolver is not None and ( old_resolver != new_resolver or old_val . get ( old_resolver ) != new_val . get ( new_resolver ) ) ): old [ key ] = new_val else : rec ( old [ key ], new_val ) else : old [ key ] = new_val return old config = self . copy () for u in updates : rec ( config , u ) return config def copy ( self : T ) -> T : \"\"\" Deep copy of the config, but not of the underlying data. Should also work with other types of objects (e.g. lists, tuples, etc.) ``` Config.copy([1, 2, {\"ok\": 3}}]) == [1, 2, {\"ok\": 3}] ``` Returns ------- Any \"\"\" seen = {} def rec ( obj ): if id ( obj ) in seen : return seen [ id ( obj )] seen [ id ( obj )] = obj if isinstance ( obj , ( Config , dict )): return type ( obj )( { k : rec ( v ) for k , v in obj . items ()}, ) elif isinstance ( obj , list ): return [ rec ( v ) for v in obj ] elif isinstance ( obj , tuple ): return tuple ( rec ( v ) for v in obj ) elif isinstance ( obj , Reference ): return Reference ( obj . value ) else : return obj copy = rec ( self ) return copy @classmethod def _store_resolved ( cls , resolved : Any , config : Dict [ str , Any ]): \"\"\" Adds a resolved object to the RESOLVED_TO_CONFIG dict for later retrieval during serialization ([`.serialize`][confit.config.Config.serialize]) Parameters ---------- resolved: Any config: Config \"\"\" try : RESOLVED_TO_CONFIG [ resolved ] = config except TypeError : pass __init__ ( * args , ** kwargs ) A new config object can be instantiated either from a dict as a positional argument, or from keyword arguments. Only one of these two options can be used at a time. PARAMETER DESCRIPTION args TYPE: Any DEFAULT: () kwargs TYPE: Any DEFAULT: {} Source code in confit/config.py 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 def __init__ ( self , * args : Any , ** kwargs : Any ): \"\"\" A new config object can be instantiated either from a dict as a positional argument, or from keyword arguments. Only one of these two options can be used at a time. Parameters ---------- args: Any kwargs: Any \"\"\" if len ( args ) == 1 and isinstance ( args [ 0 ], dict ): assert len ( kwargs ) == 0 kwargs = args [ 0 ] super () . __init__ ( ** kwargs ) from_cfg_str ( s , resolve = False , registry = None ) classmethod Load a config object from a config string PARAMETER DESCRIPTION s The cfg config string TYPE: str resolve Whether to resolve sections with '@' keys TYPE: bool DEFAULT: False registry Optional registry to resolve from. If None, the default registry will be used. TYPE: Any DEFAULT: None RETURNS DESCRIPTION Config Source code in confit/config.py 85 86 87 88 89 90 91 92 93 94 95 96 97 98 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126 127 128 129 130 131 132 133 134 135 136 137 138 139 @classmethod def from_cfg_str ( cls , s : str , resolve : bool = False , registry : Any = None ) -> Any : \"\"\" Load a config object from a config string Parameters ---------- s: Union[str, Path] The cfg config string resolve Whether to resolve sections with '@' keys registry Optional registry to resolve from. If None, the default registry will be used. Returns ------- Config \"\"\" parser = ConfigParser ( interpolation = None ) parser . optionxform = str parser . read_string ( s ) config = Config () for section in parser . sections (): parts = split_path ( section ) current = config for part in parts : if part not in current : current [ part ] = current = Config () else : current = current [ part ] current . clear () errors = [] for k , v in parser . items ( section ): path = split_path ( k ) for part in path [: - 1 ]: if part not in current : current [ part ] = current = Config () else : current = current [ part ] try : current [ path [ - 1 ]] = loads ( v ) except ValueError as e : errors . append ( ErrorWrapper ( e , loc = path )) if errors : raise ConfitValidationError ( errors = errors ) if resolve : return config . resolve ( registry = registry ) return config from_disk ( path , resolve = False , registry = None ) classmethod Load a config object from a '.cfg' file PARAMETER DESCRIPTION path The path to the config object TYPE: Union [ str , Path ] resolve Whether to resolve mappings with '@' keys TYPE: bool DEFAULT: False registry Optional registry to resolve from. If None, the default registry will be used. TYPE: Any DEFAULT: None RETURNS DESCRIPTION Config Source code in confit/config.py 160 161 162 163 164 165 166 167 168 169 170 171 172 173 174 175 176 177 178 179 180 181 182 183 184 185 186 @classmethod def from_disk ( cls , path : Union [ str , Path ], resolve : bool = False , registry : Any = None ) -> \"Config\" : \"\"\" Load a config object from a '.cfg' file Parameters ---------- path: Union[str, Path] The path to the config object resolve Whether to resolve mappings with '@' keys registry Optional registry to resolve from. If None, the default registry will be used. Returns ------- Config \"\"\" s = Path ( path ) . read_text ( encoding = \"utf-8\" ) path_str = str ( path ) if path_str . endswith ( \".yaml\" ) or path_str . endswith ( \".yml\" ): return cls . from_yaml_str ( s , resolve = resolve , registry = registry ) else : return cls . from_cfg_str ( s , resolve = resolve , registry = registry ) to_disk ( path ) Export a config to the disk (usually to a .cfg file) PARAMETER DESCRIPTION path TYPE: Union [ str , Path ] Source code in confit/config.py 190 191 192 193 194 195 196 197 198 199 200 201 202 203 def to_disk ( self , path : Union [ str , Path ]): \"\"\" Export a config to the disk (usually to a .cfg file) Parameters ---------- path: Union[str, path] \"\"\" path_str = str ( path ) if path_str . endswith ( \".yaml\" ) or path_str . endswith ( \".yml\" ): s = self . to_yaml_str () else : s = Config . to_str ( self ) Path ( path ) . write_text ( s , encoding = \"utf-8\" ) serialize () Try to convert non-serializable objects using the RESOLVED_TO_CONFIG object back to their original catalogue + params form We try to preserve referential equalities between non dict/list/tuple objects by serializing subsequent references to the same object as references to its first occurrence in the tree. a = A () # serializable object cfg = { \"a\" : a , \"b\" : a } print ( Config . serialize ( cfg )) # Out: {\"a\": {...}, \"b\": Reference(\"a\")} RETURNS DESCRIPTION Config Source code in confit/config.py 205 206 207 208 209 210 211 212 213 214 215 216 217 218 219 220 221 222 223 224 225 226 227 228 229 230 231 232 233 234 235 236 237 238 239 240 241 242 243 244 245 246 247 248 249 250 251 252 253 254 255 256 257 258 259 260 261 262 263 264 265 266 267 268 269 270 271 272 273 274 275 276 277 def serialize ( self : Any ): \"\"\" Try to convert non-serializable objects using the RESOLVED_TO_CONFIG object back to their original catalogue + params form We try to preserve referential equalities between non dict/list/tuple objects by serializing subsequent references to the same object as references to its first occurrence in the tree. ```python a = A() # serializable object cfg = {\"a\": a, \"b\": a} print(Config.serialize(cfg)) # Out: {\"a\": {...}, \"b\": Reference(\"a\")} ``` Returns ------- Config \"\"\" refs = {} # Temp memory to avoid objects being garbage collected mem = [] def is_simple ( o ): return o is None or isinstance ( o , ( str , int , float , bool , Reference )) def rec ( o : Any , path : Loc = ()): if id ( o ) in refs : return refs [ id ( o )] if is_simple ( o ): return o if isinstance ( o , collections . abc . Mapping ): items = sorted ( o . items (), key = lambda x : 1 if ( is_simple ( x [ 1 ]) or isinstance ( x [ 1 ], ( collections . abc . Mapping , list , tuple )) ) else 0 , ) serialized = { k : rec ( v , ( * path , k )) for k , v in items } serialized = { k : serialized [ k ] for k in o . keys ()} mem . append ( o ) refs [ id ( o )] = Reference ( join_path ( path )) if isinstance ( o , Config ): serialized = Config ( serialized ) return serialized if isinstance ( o , ( list , tuple )): mem . append ( o ) refs [ id ( o )] = Reference ( join_path ( path )) return type ( o )( rec ( v , ( * path , i )) for i , v in enumerate ( o )) cfg = None try : cfg = ( cfg or Config ()) . merge ( RESOLVED_TO_CONFIG [ o ]) except ( KeyError , TypeError ): pass try : cfg = ( cfg or Config ()) . merge ( o . cfg ) except ( AttributeError , TypeError ): pass if cfg is not None : mem . append ( o ) refs [ id ( o )] = Reference ( join_path ( path )) return rec ( cfg , path ) try : return pydantic_core . to_jsonable_python ( o ) except Exception : raise TypeError ( f \"Cannot dump { o !r} at { join_path ( path ) } \" ) return rec ( self ) to_cfg_str () Export a config to a string in the cfg format by serializing it first RETURNS DESCRIPTION str Source code in confit/config.py 279 280 281 282 283 284 285 286 287 288 289 290 291 292 293 294 295 296 297 298 299 300 301 302 def to_cfg_str ( self ): \"\"\" Export a config to a string in the cfg format by serializing it first Returns ------- str \"\"\" additional_sections = {} prepared = flatten_sections ( Config . serialize ( self )) prepared . update ( flatten_sections ( additional_sections )) parser = ConfigParser ( interpolation = None ) parser . optionxform = str for section_name , section in prepared . items (): parser . add_section ( section_name ) parser [ section_name ] . update ( { join_path (( k ,)): dumps ( v ) for k , v in section . items ()} ) s = StringIO () parser . write ( s ) return s . getvalue () resolve ( deep = True , registry = None , root = None ) Resolves the parts of the nested config object with @ variables using a registry, and then interpolate references in the config. PARAMETER DESCRIPTION deep Should we resolve deeply DEFAULT: True registry Registry to use when resolving TYPE: Any DEFAULT: None root The root of the config tree. Used for resolving references. TYPE: Mapping DEFAULT: None RETURNS DESCRIPTION Union [ Config , Any ] Source code in confit/config.py 333 334 335 336 337 338 339 340 341 342 343 344 345 346 347 348 349 350 351 352 353 354 355 356 357 358 359 360 361 362 363 364 365 366 367 368 369 370 371 372 373 374 375 376 377 378 379 380 381 382 383 384 385 386 387 388 389 390 391 392 393 394 395 396 397 398 399 400 401 402 403 404 405 406 407 408 409 410 411 412 413 414 415 416 417 418 419 420 421 422 423 424 425 426 427 428 429 430 431 432 433 434 435 436 437 438 439 440 441 442 443 444 445 446 447 448 449 450 451 452 453 454 455 456 457 458 459 460 461 462 463 464 465 466 467 468 469 470 471 472 473 474 475 476 477 def resolve ( self , deep = True , registry : Any = None , root : Mapping = None ) -> Any : \"\"\" Resolves the parts of the nested config object with @ variables using a registry, and then interpolate references in the config. Parameters ---------- deep: bool Should we resolve deeply registry: Registry to use when resolving root: Mapping The root of the config tree. Used for resolving references. Returns ------- Union[Config, Any] \"\"\" if root is None : root = self if registry is None : from .registry import get_default_registry registry = get_default_registry () resolved_locs = {} seen_locs = set () def resolve_reference ( ref : Reference ) -> Any : pat = re . compile ( PATH + \":?\" ) def replace ( match : re . Match ): start = match . start () if start > 0 and ref . value [ start - 1 ] == \":\" : return match . group () path = match . group () parts = split_path ( path . rstrip ( \":\" )) # Check if part is any special python keyword if len ( parts ) == 1 and parts [ 0 ] in keyword . kwlist : return match . group () try : return local_names [ parts ] + ( \".\" if path . endswith ( \":\" ) else \"\" ) except KeyError : raise KeyError ( path ) local_names = {} for match in pat . finditer ( ref . value ): start = match . start () if start > 0 and ref . value [ start - 1 ] == \":\" : continue path = match . group () parts = split_path ( path . rstrip ( \":\" )) if len ( parts ) == 1 and parts [ 0 ] in keyword . kwlist : continue local_names . setdefault ( parts , f \"var_ { len ( local_names ) } \" ) local_leaves = DynamicLocals ( local_names , root , resolved_locs , rec ) replaced = pat . sub ( replace , ref . value ) res = safe_eval ( replaced , local_leaves ) return res def rec ( obj , loc : Tuple [ Union [ str , int ]] = ()): \"\"\" Parameters ---------- obj: Any The current object being resolved loc: Sequence[str] Internal variable Current path in tree Returns ------- \"\"\" if id ( obj ) in resolved_locs : return resolved_locs [ id ( obj )] if id ( obj ) in seen_locs : raise CyclicReferenceError ( tuple ( loc )) seen_locs . add ( id ( obj )) if not deep and len ( loc ) > 1 : return obj if isinstance ( obj , Mapping ): resolved = Config ({ k : rec ( v , ( * loc , k )) for k , v in obj . items ()}) registries = [ ( key , value , getattr ( registry , key [ 1 :])) for key , value in resolved . items () if key . startswith ( \"@\" ) ] assert ( len ( registries ) <= 1 ), f \"Cannot resolve using multiple registries at { '.' . join ( loc ) } \" if len ( registries ) == 1 : cfg = resolved params = dict ( resolved ) params . pop ( registries [ 0 ][ 0 ]) fn = registries [ 0 ][ 2 ] . get ( registries [ 0 ][ 1 ]) try : resolved = fn ( ** params ) # The `validate_arguments` decorator has most likely # already put the resolved config in the registry # but for components that are instantiated without it # we need to do it here Config . _store_resolved ( resolved , cfg ) except ConfitValidationError as e : e = ConfitValidationError ( errors = patch_errors ( e . raw_errors , loc , params ), model = e . model , name = getattr ( e , \"name\" , None ), ) . with_traceback ( remove_lib_from_traceback ( e . __traceback__ )) if not is_debug (): e . __cause__ = None e . __suppress_context__ = True raise e elif isinstance ( obj , list ): resolved = [ rec ( v , ( * loc , i )) for i , v in enumerate ( obj )] elif isinstance ( obj , tuple ): resolved = tuple ( rec ( v , ( * loc , i )) for i , v in enumerate ( obj )) elif isinstance ( obj , Reference ): while True : try : resolved = resolve_reference ( obj ) break except ( KeyError , NameError ): raise MissingReference ( obj ) else : resolved = obj resolved_locs [ id ( obj )] = resolved return resolved return rec ( self , ()) merge ( * updates , remove_extra = False ) Deep merge two configs. Heavily inspired from thinc 's config merge function. PARAMETER DESCRIPTION updates Configs to update the original config TYPE: Union [ Dict [ str , Any ], Config ] DEFAULT: () remove_extra If true, restricts update to keys that existed in the original config TYPE: bool DEFAULT: False RETURNS DESCRIPTION The new config Source code in confit/config.py 479 480 481 482 483 484 485 486 487 488 489 490 491 492 493 494 495 496 497 498 499 500 501 502 503 504 505 506 507 508 509 510 511 512 513 514 515 516 517 518 519 520 521 522 523 524 525 526 527 528 529 530 531 532 533 534 535 536 537 538 539 def merge ( self , * updates : Union [ Dict [ str , Any ], \"Config\" ], remove_extra : bool = False , ) -> \"Config\" : \"\"\" Deep merge two configs. Heavily inspired from `thinc`'s config merge function. Parameters ---------- updates: Union[Config, Dict] Configs to update the original config remove_extra: If true, restricts update to keys that existed in the original config Returns ------- The new config \"\"\" def deep_set ( current , path , val ): if path not in current and remove_extra : return current [ path ] = val def rec ( old , new ): for key , new_val in list ( new . items ()): if \".\" in key : deep_set ( old , key , new_val ) continue if key not in old : if remove_extra : continue else : old [ key ] = new_val continue old_val = old [ key ] if isinstance ( old_val , dict ) and isinstance ( new_val , dict ): old_resolver = next (( k for k in old_val if k . startswith ( \"@\" )), None ) new_resolver = next (( k for k in new_val if k . startswith ( \"@\" )), None ) if ( new_resolver is not None and old_resolver is not None and ( old_resolver != new_resolver or old_val . get ( old_resolver ) != new_val . get ( new_resolver ) ) ): old [ key ] = new_val else : rec ( old [ key ], new_val ) else : old [ key ] = new_val return old config = self . copy () for u in updates : rec ( config , u ) return config copy () Deep copy of the config, but not of the underlying data. Should also work with other types of objects (e.g. lists, tuples, etc.) Config.copy([1, 2, {\"ok\": 3}}]) == [1, 2, {\"ok\": 3}] RETURNS DESCRIPTION Any Source code in confit/config.py 541 542 543 544 545 546 547 548 549 550 551 552 553 554 555 556 557 558 559 560 561 562 563 564 565 566 567 568 569 570 571 572 573 574 def copy ( self : T ) -> T : \"\"\" Deep copy of the config, but not of the underlying data. Should also work with other types of objects (e.g. lists, tuples, etc.) ``` Config.copy([1, 2, {\"ok\": 3}}]) == [1, 2, {\"ok\": 3}] ``` Returns ------- Any \"\"\" seen = {} def rec ( obj ): if id ( obj ) in seen : return seen [ id ( obj )] seen [ id ( obj )] = obj if isinstance ( obj , ( Config , dict )): return type ( obj )( { k : rec ( v ) for k , v in obj . items ()}, ) elif isinstance ( obj , list ): return [ rec ( v ) for v in obj ] elif isinstance ( obj , tuple ): return tuple ( rec ( v ) for v in obj ) elif isinstance ( obj , Reference ): return Reference ( obj . value ) else : return obj copy = rec ( self ) return copy merge_from_disk ( config_paths , returned_name = 'first' ) Merge multiple configs loaded from the filesystem and return the merged config as well as the name of the config PARAMETER DESCRIPTION config_paths Paths to the config files TYPE: Union [ Path , List [ Path ]] returned_name If \"first\", the name of the first config is returned as the name of the merged config. If \"concat\", the names of the configs are concatenated with a \"+\" sign TYPE: str DEFAULT: 'first' Source code in confit/config.py 594 595 596 597 598 599 600 601 602 603 604 605 606 607 608 609 610 611 612 613 614 615 616 617 618 619 620 621 622 623 624 def merge_from_disk ( config_paths : Union [ Path , List [ Path ]], returned_name : str = \"first\" , ): \"\"\" Merge multiple configs loaded from the filesystem and return the merged config as well as the name of the config Parameters ---------- config_paths: Union[Path, List[Path]] Paths to the config files returned_name: str If \"first\", the name of the first config is returned as the name of the merged config. If \"concat\", the names of the configs are concatenated with a \"+\" sign Returns ------- \"\"\" assert returned_name in { \"first\" , \"concat\" } if isinstance ( config_paths , Path ): config_paths = [ config_paths ] configs = [ Config . from_disk ( p , resolve = False ) for p in config_paths ] config_names = [ p . stem for p in config_paths ] name = config_names [ 0 ] if returned_name == \"first\" else \"+\" . join ( config_names ) config = configs . pop ( 0 ) return config . merge ( * configs ), name","title":"config"},{"location":"reference/config/#confitconfig","text":"","title":"confit.config"},{"location":"reference/config/#confit.config.Config","text":"Bases: dict The configuration system consists of a supercharged dict, the Config class, that can be used to read and write to cfg files, interpolate variables and instantiate components through the registry with some special @factory keys. A cfg file can be used directly as an input to a CLI-decorated function. Source code in confit/config.py 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94 95 96 97 98 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126 127 128 129 130 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 150 151 152 153 154 155 156 157 158 159 160 161 162 163 164 165 166 167 168 169 170 171 172 173 174 175 176 177 178 179 180 181 182 183 184 185 186 187 188 189 190 191 192 193 194 195 196 197 198 199 200 201 202 203 204 205 206 207 208 209 210 211 212 213 214 215 216 217 218 219 220 221 222 223 224 225 226 227 228 229 230 231 232 233 234 235 236 237 238 239 240 241 242 243 244 245 246 247 248 249 250 251 252 253 254 255 256 257 258 259 260 261 262 263 264 265 266 267 268 269 270 271 272 273 274 275 276 277 278 279 280 281 282 283 284 285 286 287 288 289 290 291 292 293 294 295 296 297 298 299 300 301 302 303 304 305 306 307 308 309 310 311 312 313 314 315 316 317 318 319 320 321 322 323 324 325 326 327 328 329 330 331 332 333 334 335 336 337 338 339 340 341 342 343 344 345 346 347 348 349 350 351 352 353 354 355 356 357 358 359 360 361 362 363 364 365 366 367 368 369 370 371 372 373 374 375 376 377 378 379 380 381 382 383 384 385 386 387 388 389 390 391 392 393 394 395 396 397 398 399 400 401 402 403 404 405 406 407 408 409 410 411 412 413 414 415 416 417 418 419 420 421 422 423 424 425 426 427 428 429 430 431 432 433 434 435 436 437 438 439 440 441 442 443 444 445 446 447 448 449 450 451 452 453 454 455 456 457 458 459 460 461 462 463 464 465 466 467 468 469 470 471 472 473 474 475 476 477 478 479 480 481 482 483 484 485 486 487 488 489 490 491 492 493 494 495 496 497 498 499 500 501 502 503 504 505 506 507 508 509 510 511 512 513 514 515 516 517 518 519 520 521 522 523 524 525 526 527 528 529 530 531 532 533 534 535 536 537 538 539 540 541 542 543 544 545 546 547 548 549 550 551 552 553 554 555 556 557 558 559 560 561 562 563 564 565 566 567 568 569 570 571 572 573 574 575 576 577 578 579 580 581 582 583 584 585 586 587 588 589 590 591 class Config ( dict ): \"\"\" The configuration system consists of a supercharged dict, the `Config` class, that can be used to read and write to `cfg` files, interpolate variables and instantiate components through the registry with some special `@factory` keys. A cfg file can be used directly as an input to a CLI-decorated function. \"\"\" def __init__ ( self , * args : Any , ** kwargs : Any ): \"\"\" A new config object can be instantiated either from a dict as a positional argument, or from keyword arguments. Only one of these two options can be used at a time. Parameters ---------- args: Any kwargs: Any \"\"\" if len ( args ) == 1 and isinstance ( args [ 0 ], dict ): assert len ( kwargs ) == 0 kwargs = args [ 0 ] super () . __init__ ( ** kwargs ) @classmethod def from_cfg_str ( cls , s : str , resolve : bool = False , registry : Any = None ) -> Any : \"\"\" Load a config object from a config string Parameters ---------- s: Union[str, Path] The cfg config string resolve Whether to resolve sections with '@' keys registry Optional registry to resolve from. If None, the default registry will be used. Returns ------- Config \"\"\" parser = ConfigParser ( interpolation = None ) parser . optionxform = str parser . read_string ( s ) config = Config () for section in parser . sections (): parts = split_path ( section ) current = config for part in parts : if part not in current : current [ part ] = current = Config () else : current = current [ part ] current . clear () errors = [] for k , v in parser . items ( section ): path = split_path ( k ) for part in path [: - 1 ]: if part not in current : current [ part ] = current = Config () else : current = current [ part ] try : current [ path [ - 1 ]] = loads ( v ) except ValueError as e : errors . append ( ErrorWrapper ( e , loc = path )) if errors : raise ConfitValidationError ( errors = errors ) if resolve : return config . resolve ( registry = registry ) return config @classmethod def from_yaml_str ( cls , s : str , resolve : bool = False , registry : Any = None ) -> Any : import yaml class ConfitYamlLoader ( yaml . SafeLoader ): def construct_object ( self , x , deep = False ): if isinstance ( x , yaml . ScalarNode ): if x . style == '\"' or x . style == \"'\" : return loads ( x . style + x . value + x . style ) return loads ( x . value ) return super () . construct_object ( x , deep ) stream = StringIO ( s ) config = Config ( yaml . load ( stream , Loader = ConfitYamlLoader )) if resolve : return config . resolve ( registry = registry ) return config @classmethod def from_disk ( cls , path : Union [ str , Path ], resolve : bool = False , registry : Any = None ) -> \"Config\" : \"\"\" Load a config object from a '.cfg' file Parameters ---------- path: Union[str, Path] The path to the config object resolve Whether to resolve mappings with '@' keys registry Optional registry to resolve from. If None, the default registry will be used. Returns ------- Config \"\"\" s = Path ( path ) . read_text ( encoding = \"utf-8\" ) path_str = str ( path ) if path_str . endswith ( \".yaml\" ) or path_str . endswith ( \".yml\" ): return cls . from_yaml_str ( s , resolve = resolve , registry = registry ) else : return cls . from_cfg_str ( s , resolve = resolve , registry = registry ) from_str = from_cfg_str def to_disk ( self , path : Union [ str , Path ]): \"\"\" Export a config to the disk (usually to a .cfg file) Parameters ---------- path: Union[str, path] \"\"\" path_str = str ( path ) if path_str . endswith ( \".yaml\" ) or path_str . endswith ( \".yml\" ): s = self . to_yaml_str () else : s = Config . to_str ( self ) Path ( path ) . write_text ( s , encoding = \"utf-8\" ) def serialize ( self : Any ): \"\"\" Try to convert non-serializable objects using the RESOLVED_TO_CONFIG object back to their original catalogue + params form We try to preserve referential equalities between non dict/list/tuple objects by serializing subsequent references to the same object as references to its first occurrence in the tree. ```python a = A() # serializable object cfg = {\"a\": a, \"b\": a} print(Config.serialize(cfg)) # Out: {\"a\": {...}, \"b\": Reference(\"a\")} ``` Returns ------- Config \"\"\" refs = {} # Temp memory to avoid objects being garbage collected mem = [] def is_simple ( o ): return o is None or isinstance ( o , ( str , int , float , bool , Reference )) def rec ( o : Any , path : Loc = ()): if id ( o ) in refs : return refs [ id ( o )] if is_simple ( o ): return o if isinstance ( o , collections . abc . Mapping ): items = sorted ( o . items (), key = lambda x : 1 if ( is_simple ( x [ 1 ]) or isinstance ( x [ 1 ], ( collections . abc . Mapping , list , tuple )) ) else 0 , ) serialized = { k : rec ( v , ( * path , k )) for k , v in items } serialized = { k : serialized [ k ] for k in o . keys ()} mem . append ( o ) refs [ id ( o )] = Reference ( join_path ( path )) if isinstance ( o , Config ): serialized = Config ( serialized ) return serialized if isinstance ( o , ( list , tuple )): mem . append ( o ) refs [ id ( o )] = Reference ( join_path ( path )) return type ( o )( rec ( v , ( * path , i )) for i , v in enumerate ( o )) cfg = None try : cfg = ( cfg or Config ()) . merge ( RESOLVED_TO_CONFIG [ o ]) except ( KeyError , TypeError ): pass try : cfg = ( cfg or Config ()) . merge ( o . cfg ) except ( AttributeError , TypeError ): pass if cfg is not None : mem . append ( o ) refs [ id ( o )] = Reference ( join_path ( path )) return rec ( cfg , path ) try : return pydantic_core . to_jsonable_python ( o ) except Exception : raise TypeError ( f \"Cannot dump { o !r} at { join_path ( path ) } \" ) return rec ( self ) def to_cfg_str ( self ): \"\"\" Export a config to a string in the cfg format by serializing it first Returns ------- str \"\"\" additional_sections = {} prepared = flatten_sections ( Config . serialize ( self )) prepared . update ( flatten_sections ( additional_sections )) parser = ConfigParser ( interpolation = None ) parser . optionxform = str for section_name , section in prepared . items (): parser . add_section ( section_name ) parser [ section_name ] . update ( { join_path (( k ,)): dumps ( v ) for k , v in section . items ()} ) s = StringIO () parser . write ( s ) return s . getvalue () def to_yaml_str ( self ): import yaml class ConfitYamlDumper ( yaml . SafeDumper ): def __init__ ( self , * args , ** kwargs ): super () . __init__ ( * args , ** kwargs ) def represent_ref ( self , node ): return super () . represent_scalar ( \"tag:yaml.org,2002:str\" , str ( node )) def represent_str ( self , data ): node = super () . represent_scalar ( \"tag:yaml.org,2002:str\" , data ) if set ( \",' \\\" {} []$ \\n\\t \" ) & set ( data ): node . style = \"'\" if data . count ( '\"' ) > data . count ( \"'\" ) else '\"' return node yaml_representers = { ** yaml . SafeDumper . yaml_representers , Config : yaml . SafeDumper . represent_dict , Reference : represent_ref , str : represent_str , } return yaml . dump ( self . serialize (), Dumper = ConfitYamlDumper , sort_keys = False , indent = 4 ) to_str = to_cfg_str def resolve ( self , deep = True , registry : Any = None , root : Mapping = None ) -> Any : \"\"\" Resolves the parts of the nested config object with @ variables using a registry, and then interpolate references in the config. Parameters ---------- deep: bool Should we resolve deeply registry: Registry to use when resolving root: Mapping The root of the config tree. Used for resolving references. Returns ------- Union[Config, Any] \"\"\" if root is None : root = self if registry is None : from .registry import get_default_registry registry = get_default_registry () resolved_locs = {} seen_locs = set () def resolve_reference ( ref : Reference ) -> Any : pat = re . compile ( PATH + \":?\" ) def replace ( match : re . Match ): start = match . start () if start > 0 and ref . value [ start - 1 ] == \":\" : return match . group () path = match . group () parts = split_path ( path . rstrip ( \":\" )) # Check if part is any special python keyword if len ( parts ) == 1 and parts [ 0 ] in keyword . kwlist : return match . group () try : return local_names [ parts ] + ( \".\" if path . endswith ( \":\" ) else \"\" ) except KeyError : raise KeyError ( path ) local_names = {} for match in pat . finditer ( ref . value ): start = match . start () if start > 0 and ref . value [ start - 1 ] == \":\" : continue path = match . group () parts = split_path ( path . rstrip ( \":\" )) if len ( parts ) == 1 and parts [ 0 ] in keyword . kwlist : continue local_names . setdefault ( parts , f \"var_ { len ( local_names ) } \" ) local_leaves = DynamicLocals ( local_names , root , resolved_locs , rec ) replaced = pat . sub ( replace , ref . value ) res = safe_eval ( replaced , local_leaves ) return res def rec ( obj , loc : Tuple [ Union [ str , int ]] = ()): \"\"\" Parameters ---------- obj: Any The current object being resolved loc: Sequence[str] Internal variable Current path in tree Returns ------- \"\"\" if id ( obj ) in resolved_locs : return resolved_locs [ id ( obj )] if id ( obj ) in seen_locs : raise CyclicReferenceError ( tuple ( loc )) seen_locs . add ( id ( obj )) if not deep and len ( loc ) > 1 : return obj if isinstance ( obj , Mapping ): resolved = Config ({ k : rec ( v , ( * loc , k )) for k , v in obj . items ()}) registries = [ ( key , value , getattr ( registry , key [ 1 :])) for key , value in resolved . items () if key . startswith ( \"@\" ) ] assert ( len ( registries ) <= 1 ), f \"Cannot resolve using multiple registries at { '.' . join ( loc ) } \" if len ( registries ) == 1 : cfg = resolved params = dict ( resolved ) params . pop ( registries [ 0 ][ 0 ]) fn = registries [ 0 ][ 2 ] . get ( registries [ 0 ][ 1 ]) try : resolved = fn ( ** params ) # The `validate_arguments` decorator has most likely # already put the resolved config in the registry # but for components that are instantiated without it # we need to do it here Config . _store_resolved ( resolved , cfg ) except ConfitValidationError as e : e = ConfitValidationError ( errors = patch_errors ( e . raw_errors , loc , params ), model = e . model , name = getattr ( e , \"name\" , None ), ) . with_traceback ( remove_lib_from_traceback ( e . __traceback__ )) if not is_debug (): e . __cause__ = None e . __suppress_context__ = True raise e elif isinstance ( obj , list ): resolved = [ rec ( v , ( * loc , i )) for i , v in enumerate ( obj )] elif isinstance ( obj , tuple ): resolved = tuple ( rec ( v , ( * loc , i )) for i , v in enumerate ( obj )) elif isinstance ( obj , Reference ): while True : try : resolved = resolve_reference ( obj ) break except ( KeyError , NameError ): raise MissingReference ( obj ) else : resolved = obj resolved_locs [ id ( obj )] = resolved return resolved return rec ( self , ()) def merge ( self , * updates : Union [ Dict [ str , Any ], \"Config\" ], remove_extra : bool = False , ) -> \"Config\" : \"\"\" Deep merge two configs. Heavily inspired from `thinc`'s config merge function. Parameters ---------- updates: Union[Config, Dict] Configs to update the original config remove_extra: If true, restricts update to keys that existed in the original config Returns ------- The new config \"\"\" def deep_set ( current , path , val ): if path not in current and remove_extra : return current [ path ] = val def rec ( old , new ): for key , new_val in list ( new . items ()): if \".\" in key : deep_set ( old , key , new_val ) continue if key not in old : if remove_extra : continue else : old [ key ] = new_val continue old_val = old [ key ] if isinstance ( old_val , dict ) and isinstance ( new_val , dict ): old_resolver = next (( k for k in old_val if k . startswith ( \"@\" )), None ) new_resolver = next (( k for k in new_val if k . startswith ( \"@\" )), None ) if ( new_resolver is not None and old_resolver is not None and ( old_resolver != new_resolver or old_val . get ( old_resolver ) != new_val . get ( new_resolver ) ) ): old [ key ] = new_val else : rec ( old [ key ], new_val ) else : old [ key ] = new_val return old config = self . copy () for u in updates : rec ( config , u ) return config def copy ( self : T ) -> T : \"\"\" Deep copy of the config, but not of the underlying data. Should also work with other types of objects (e.g. lists, tuples, etc.) ``` Config.copy([1, 2, {\"ok\": 3}}]) == [1, 2, {\"ok\": 3}] ``` Returns ------- Any \"\"\" seen = {} def rec ( obj ): if id ( obj ) in seen : return seen [ id ( obj )] seen [ id ( obj )] = obj if isinstance ( obj , ( Config , dict )): return type ( obj )( { k : rec ( v ) for k , v in obj . items ()}, ) elif isinstance ( obj , list ): return [ rec ( v ) for v in obj ] elif isinstance ( obj , tuple ): return tuple ( rec ( v ) for v in obj ) elif isinstance ( obj , Reference ): return Reference ( obj . value ) else : return obj copy = rec ( self ) return copy @classmethod def _store_resolved ( cls , resolved : Any , config : Dict [ str , Any ]): \"\"\" Adds a resolved object to the RESOLVED_TO_CONFIG dict for later retrieval during serialization ([`.serialize`][confit.config.Config.serialize]) Parameters ---------- resolved: Any config: Config \"\"\" try : RESOLVED_TO_CONFIG [ resolved ] = config except TypeError : pass","title":"Config"},{"location":"reference/config/#confit.config.Config.__init__","text":"A new config object can be instantiated either from a dict as a positional argument, or from keyword arguments. Only one of these two options can be used at a time. PARAMETER DESCRIPTION args TYPE: Any DEFAULT: () kwargs TYPE: Any DEFAULT: {} Source code in confit/config.py 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 def __init__ ( self , * args : Any , ** kwargs : Any ): \"\"\" A new config object can be instantiated either from a dict as a positional argument, or from keyword arguments. Only one of these two options can be used at a time. Parameters ---------- args: Any kwargs: Any \"\"\" if len ( args ) == 1 and isinstance ( args [ 0 ], dict ): assert len ( kwargs ) == 0 kwargs = args [ 0 ] super () . __init__ ( ** kwargs )","title":"__init__"},{"location":"reference/config/#confit.config.Config.from_cfg_str","text":"Load a config object from a config string PARAMETER DESCRIPTION s The cfg config string TYPE: str resolve Whether to resolve sections with '@' keys TYPE: bool DEFAULT: False registry Optional registry to resolve from. If None, the default registry will be used. TYPE: Any DEFAULT: None RETURNS DESCRIPTION Config Source code in confit/config.py 85 86 87 88 89 90 91 92 93 94 95 96 97 98 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126 127 128 129 130 131 132 133 134 135 136 137 138 139 @classmethod def from_cfg_str ( cls , s : str , resolve : bool = False , registry : Any = None ) -> Any : \"\"\" Load a config object from a config string Parameters ---------- s: Union[str, Path] The cfg config string resolve Whether to resolve sections with '@' keys registry Optional registry to resolve from. If None, the default registry will be used. Returns ------- Config \"\"\" parser = ConfigParser ( interpolation = None ) parser . optionxform = str parser . read_string ( s ) config = Config () for section in parser . sections (): parts = split_path ( section ) current = config for part in parts : if part not in current : current [ part ] = current = Config () else : current = current [ part ] current . clear () errors = [] for k , v in parser . items ( section ): path = split_path ( k ) for part in path [: - 1 ]: if part not in current : current [ part ] = current = Config () else : current = current [ part ] try : current [ path [ - 1 ]] = loads ( v ) except ValueError as e : errors . append ( ErrorWrapper ( e , loc = path )) if errors : raise ConfitValidationError ( errors = errors ) if resolve : return config . resolve ( registry = registry ) return config","title":"from_cfg_str"},{"location":"reference/config/#confit.config.Config.from_disk","text":"Load a config object from a '.cfg' file PARAMETER DESCRIPTION path The path to the config object TYPE: Union [ str , Path ] resolve Whether to resolve mappings with '@' keys TYPE: bool DEFAULT: False registry Optional registry to resolve from. If None, the default registry will be used. TYPE: Any DEFAULT: None RETURNS DESCRIPTION Config Source code in confit/config.py 160 161 162 163 164 165 166 167 168 169 170 171 172 173 174 175 176 177 178 179 180 181 182 183 184 185 186 @classmethod def from_disk ( cls , path : Union [ str , Path ], resolve : bool = False , registry : Any = None ) -> \"Config\" : \"\"\" Load a config object from a '.cfg' file Parameters ---------- path: Union[str, Path] The path to the config object resolve Whether to resolve mappings with '@' keys registry Optional registry to resolve from. If None, the default registry will be used. Returns ------- Config \"\"\" s = Path ( path ) . read_text ( encoding = \"utf-8\" ) path_str = str ( path ) if path_str . endswith ( \".yaml\" ) or path_str . endswith ( \".yml\" ): return cls . from_yaml_str ( s , resolve = resolve , registry = registry ) else : return cls . from_cfg_str ( s , resolve = resolve , registry = registry )","title":"from_disk"},{"location":"reference/config/#confit.config.Config.to_disk","text":"Export a config to the disk (usually to a .cfg file) PARAMETER DESCRIPTION path TYPE: Union [ str , Path ] Source code in confit/config.py 190 191 192 193 194 195 196 197 198 199 200 201 202 203 def to_disk ( self , path : Union [ str , Path ]): \"\"\" Export a config to the disk (usually to a .cfg file) Parameters ---------- path: Union[str, path] \"\"\" path_str = str ( path ) if path_str . endswith ( \".yaml\" ) or path_str . endswith ( \".yml\" ): s = self . to_yaml_str () else : s = Config . to_str ( self ) Path ( path ) . write_text ( s , encoding = \"utf-8\" )","title":"to_disk"},{"location":"reference/config/#confit.config.Config.serialize","text":"Try to convert non-serializable objects using the RESOLVED_TO_CONFIG object back to their original catalogue + params form We try to preserve referential equalities between non dict/list/tuple objects by serializing subsequent references to the same object as references to its first occurrence in the tree. a = A () # serializable object cfg = { \"a\" : a , \"b\" : a } print ( Config . serialize ( cfg )) # Out: {\"a\": {...}, \"b\": Reference(\"a\")} RETURNS DESCRIPTION Config Source code in confit/config.py 205 206 207 208 209 210 211 212 213 214 215 216 217 218 219 220 221 222 223 224 225 226 227 228 229 230 231 232 233 234 235 236 237 238 239 240 241 242 243 244 245 246 247 248 249 250 251 252 253 254 255 256 257 258 259 260 261 262 263 264 265 266 267 268 269 270 271 272 273 274 275 276 277 def serialize ( self : Any ): \"\"\" Try to convert non-serializable objects using the RESOLVED_TO_CONFIG object back to their original catalogue + params form We try to preserve referential equalities between non dict/list/tuple objects by serializing subsequent references to the same object as references to its first occurrence in the tree. ```python a = A() # serializable object cfg = {\"a\": a, \"b\": a} print(Config.serialize(cfg)) # Out: {\"a\": {...}, \"b\": Reference(\"a\")} ``` Returns ------- Config \"\"\" refs = {} # Temp memory to avoid objects being garbage collected mem = [] def is_simple ( o ): return o is None or isinstance ( o , ( str , int , float , bool , Reference )) def rec ( o : Any , path : Loc = ()): if id ( o ) in refs : return refs [ id ( o )] if is_simple ( o ): return o if isinstance ( o , collections . abc . Mapping ): items = sorted ( o . items (), key = lambda x : 1 if ( is_simple ( x [ 1 ]) or isinstance ( x [ 1 ], ( collections . abc . Mapping , list , tuple )) ) else 0 , ) serialized = { k : rec ( v , ( * path , k )) for k , v in items } serialized = { k : serialized [ k ] for k in o . keys ()} mem . append ( o ) refs [ id ( o )] = Reference ( join_path ( path )) if isinstance ( o , Config ): serialized = Config ( serialized ) return serialized if isinstance ( o , ( list , tuple )): mem . append ( o ) refs [ id ( o )] = Reference ( join_path ( path )) return type ( o )( rec ( v , ( * path , i )) for i , v in enumerate ( o )) cfg = None try : cfg = ( cfg or Config ()) . merge ( RESOLVED_TO_CONFIG [ o ]) except ( KeyError , TypeError ): pass try : cfg = ( cfg or Config ()) . merge ( o . cfg ) except ( AttributeError , TypeError ): pass if cfg is not None : mem . append ( o ) refs [ id ( o )] = Reference ( join_path ( path )) return rec ( cfg , path ) try : return pydantic_core . to_jsonable_python ( o ) except Exception : raise TypeError ( f \"Cannot dump { o !r} at { join_path ( path ) } \" ) return rec ( self )","title":"serialize"},{"location":"reference/config/#confit.config.Config.to_cfg_str","text":"Export a config to a string in the cfg format by serializing it first RETURNS DESCRIPTION str Source code in confit/config.py 279 280 281 282 283 284 285 286 287 288 289 290 291 292 293 294 295 296 297 298 299 300 301 302 def to_cfg_str ( self ): \"\"\" Export a config to a string in the cfg format by serializing it first Returns ------- str \"\"\" additional_sections = {} prepared = flatten_sections ( Config . serialize ( self )) prepared . update ( flatten_sections ( additional_sections )) parser = ConfigParser ( interpolation = None ) parser . optionxform = str for section_name , section in prepared . items (): parser . add_section ( section_name ) parser [ section_name ] . update ( { join_path (( k ,)): dumps ( v ) for k , v in section . items ()} ) s = StringIO () parser . write ( s ) return s . getvalue ()","title":"to_cfg_str"},{"location":"reference/config/#confit.config.Config.resolve","text":"Resolves the parts of the nested config object with @ variables using a registry, and then interpolate references in the config. PARAMETER DESCRIPTION deep Should we resolve deeply DEFAULT: True registry Registry to use when resolving TYPE: Any DEFAULT: None root The root of the config tree. Used for resolving references. TYPE: Mapping DEFAULT: None RETURNS DESCRIPTION Union [ Config , Any ] Source code in confit/config.py 333 334 335 336 337 338 339 340 341 342 343 344 345 346 347 348 349 350 351 352 353 354 355 356 357 358 359 360 361 362 363 364 365 366 367 368 369 370 371 372 373 374 375 376 377 378 379 380 381 382 383 384 385 386 387 388 389 390 391 392 393 394 395 396 397 398 399 400 401 402 403 404 405 406 407 408 409 410 411 412 413 414 415 416 417 418 419 420 421 422 423 424 425 426 427 428 429 430 431 432 433 434 435 436 437 438 439 440 441 442 443 444 445 446 447 448 449 450 451 452 453 454 455 456 457 458 459 460 461 462 463 464 465 466 467 468 469 470 471 472 473 474 475 476 477 def resolve ( self , deep = True , registry : Any = None , root : Mapping = None ) -> Any : \"\"\" Resolves the parts of the nested config object with @ variables using a registry, and then interpolate references in the config. Parameters ---------- deep: bool Should we resolve deeply registry: Registry to use when resolving root: Mapping The root of the config tree. Used for resolving references. Returns ------- Union[Config, Any] \"\"\" if root is None : root = self if registry is None : from .registry import get_default_registry registry = get_default_registry () resolved_locs = {} seen_locs = set () def resolve_reference ( ref : Reference ) -> Any : pat = re . compile ( PATH + \":?\" ) def replace ( match : re . Match ): start = match . start () if start > 0 and ref . value [ start - 1 ] == \":\" : return match . group () path = match . group () parts = split_path ( path . rstrip ( \":\" )) # Check if part is any special python keyword if len ( parts ) == 1 and parts [ 0 ] in keyword . kwlist : return match . group () try : return local_names [ parts ] + ( \".\" if path . endswith ( \":\" ) else \"\" ) except KeyError : raise KeyError ( path ) local_names = {} for match in pat . finditer ( ref . value ): start = match . start () if start > 0 and ref . value [ start - 1 ] == \":\" : continue path = match . group () parts = split_path ( path . rstrip ( \":\" )) if len ( parts ) == 1 and parts [ 0 ] in keyword . kwlist : continue local_names . setdefault ( parts , f \"var_ { len ( local_names ) } \" ) local_leaves = DynamicLocals ( local_names , root , resolved_locs , rec ) replaced = pat . sub ( replace , ref . value ) res = safe_eval ( replaced , local_leaves ) return res def rec ( obj , loc : Tuple [ Union [ str , int ]] = ()): \"\"\" Parameters ---------- obj: Any The current object being resolved loc: Sequence[str] Internal variable Current path in tree Returns ------- \"\"\" if id ( obj ) in resolved_locs : return resolved_locs [ id ( obj )] if id ( obj ) in seen_locs : raise CyclicReferenceError ( tuple ( loc )) seen_locs . add ( id ( obj )) if not deep and len ( loc ) > 1 : return obj if isinstance ( obj , Mapping ): resolved = Config ({ k : rec ( v , ( * loc , k )) for k , v in obj . items ()}) registries = [ ( key , value , getattr ( registry , key [ 1 :])) for key , value in resolved . items () if key . startswith ( \"@\" ) ] assert ( len ( registries ) <= 1 ), f \"Cannot resolve using multiple registries at { '.' . join ( loc ) } \" if len ( registries ) == 1 : cfg = resolved params = dict ( resolved ) params . pop ( registries [ 0 ][ 0 ]) fn = registries [ 0 ][ 2 ] . get ( registries [ 0 ][ 1 ]) try : resolved = fn ( ** params ) # The `validate_arguments` decorator has most likely # already put the resolved config in the registry # but for components that are instantiated without it # we need to do it here Config . _store_resolved ( resolved , cfg ) except ConfitValidationError as e : e = ConfitValidationError ( errors = patch_errors ( e . raw_errors , loc , params ), model = e . model , name = getattr ( e , \"name\" , None ), ) . with_traceback ( remove_lib_from_traceback ( e . __traceback__ )) if not is_debug (): e . __cause__ = None e . __suppress_context__ = True raise e elif isinstance ( obj , list ): resolved = [ rec ( v , ( * loc , i )) for i , v in enumerate ( obj )] elif isinstance ( obj , tuple ): resolved = tuple ( rec ( v , ( * loc , i )) for i , v in enumerate ( obj )) elif isinstance ( obj , Reference ): while True : try : resolved = resolve_reference ( obj ) break except ( KeyError , NameError ): raise MissingReference ( obj ) else : resolved = obj resolved_locs [ id ( obj )] = resolved return resolved return rec ( self , ())","title":"resolve"},{"location":"reference/config/#confit.config.Config.merge","text":"Deep merge two configs. Heavily inspired from thinc 's config merge function. PARAMETER DESCRIPTION updates Configs to update the original config TYPE: Union [ Dict [ str , Any ], Config ] DEFAULT: () remove_extra If true, restricts update to keys that existed in the original config TYPE: bool DEFAULT: False RETURNS DESCRIPTION The new config Source code in confit/config.py 479 480 481 482 483 484 485 486 487 488 489 490 491 492 493 494 495 496 497 498 499 500 501 502 503 504 505 506 507 508 509 510 511 512 513 514 515 516 517 518 519 520 521 522 523 524 525 526 527 528 529 530 531 532 533 534 535 536 537 538 539 def merge ( self , * updates : Union [ Dict [ str , Any ], \"Config\" ], remove_extra : bool = False , ) -> \"Config\" : \"\"\" Deep merge two configs. Heavily inspired from `thinc`'s config merge function. Parameters ---------- updates: Union[Config, Dict] Configs to update the original config remove_extra: If true, restricts update to keys that existed in the original config Returns ------- The new config \"\"\" def deep_set ( current , path , val ): if path not in current and remove_extra : return current [ path ] = val def rec ( old , new ): for key , new_val in list ( new . items ()): if \".\" in key : deep_set ( old , key , new_val ) continue if key not in old : if remove_extra : continue else : old [ key ] = new_val continue old_val = old [ key ] if isinstance ( old_val , dict ) and isinstance ( new_val , dict ): old_resolver = next (( k for k in old_val if k . startswith ( \"@\" )), None ) new_resolver = next (( k for k in new_val if k . startswith ( \"@\" )), None ) if ( new_resolver is not None and old_resolver is not None and ( old_resolver != new_resolver or old_val . get ( old_resolver ) != new_val . get ( new_resolver ) ) ): old [ key ] = new_val else : rec ( old [ key ], new_val ) else : old [ key ] = new_val return old config = self . copy () for u in updates : rec ( config , u ) return config","title":"merge"},{"location":"reference/config/#confit.config.Config.copy","text":"Deep copy of the config, but not of the underlying data. Should also work with other types of objects (e.g. lists, tuples, etc.) Config.copy([1, 2, {\"ok\": 3}}]) == [1, 2, {\"ok\": 3}] RETURNS DESCRIPTION Any Source code in confit/config.py 541 542 543 544 545 546 547 548 549 550 551 552 553 554 555 556 557 558 559 560 561 562 563 564 565 566 567 568 569 570 571 572 573 574 def copy ( self : T ) -> T : \"\"\" Deep copy of the config, but not of the underlying data. Should also work with other types of objects (e.g. lists, tuples, etc.) ``` Config.copy([1, 2, {\"ok\": 3}}]) == [1, 2, {\"ok\": 3}] ``` Returns ------- Any \"\"\" seen = {} def rec ( obj ): if id ( obj ) in seen : return seen [ id ( obj )] seen [ id ( obj )] = obj if isinstance ( obj , ( Config , dict )): return type ( obj )( { k : rec ( v ) for k , v in obj . items ()}, ) elif isinstance ( obj , list ): return [ rec ( v ) for v in obj ] elif isinstance ( obj , tuple ): return tuple ( rec ( v ) for v in obj ) elif isinstance ( obj , Reference ): return Reference ( obj . value ) else : return obj copy = rec ( self ) return copy","title":"copy"},{"location":"reference/config/#confit.config.merge_from_disk","text":"Merge multiple configs loaded from the filesystem and return the merged config as well as the name of the config PARAMETER DESCRIPTION config_paths Paths to the config files TYPE: Union [ Path , List [ Path ]] returned_name If \"first\", the name of the first config is returned as the name of the merged config. If \"concat\", the names of the configs are concatenated with a \"+\" sign TYPE: str DEFAULT: 'first' Source code in confit/config.py 594 595 596 597 598 599 600 601 602 603 604 605 606 607 608 609 610 611 612 613 614 615 616 617 618 619 620 621 622 623 624 def merge_from_disk ( config_paths : Union [ Path , List [ Path ]], returned_name : str = \"first\" , ): \"\"\" Merge multiple configs loaded from the filesystem and return the merged config as well as the name of the config Parameters ---------- config_paths: Union[Path, List[Path]] Paths to the config files returned_name: str If \"first\", the name of the first config is returned as the name of the merged config. If \"concat\", the names of the configs are concatenated with a \"+\" sign Returns ------- \"\"\" assert returned_name in { \"first\" , \"concat\" } if isinstance ( config_paths , Path ): config_paths = [ config_paths ] configs = [ Config . from_disk ( p , resolve = False ) for p in config_paths ] config_names = [ p . stem for p in config_paths ] name = config_names [ 0 ] if returned_name == \"first\" else \"+\" . join ( config_names ) config = configs . pop ( 0 ) return config . merge ( * configs ), name","title":"merge_from_disk"},{"location":"reference/errors/","text":"confit.errors MissingReference Bases: Exception Raised when one or multiple references cannot be resolved. Source code in confit/errors.py 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 class MissingReference ( Exception ): \"\"\" Raised when one or multiple references cannot be resolved. \"\"\" def __init__ ( self , ref : Reference ): \"\"\" Parameters ---------- ref: Reference The reference that could not be resolved. \"\"\" self . ref = ref super () . __init__ () def __str__ ( self ): \"\"\" String representation of the exception \"\"\" return \"Could not interpolate the following reference: {} \" . format ( self . ref ) __init__ ( ref ) PARAMETER DESCRIPTION ref The reference that could not be resolved. TYPE: Reference Source code in confit/errors.py 39 40 41 42 43 44 45 46 47 def __init__ ( self , ref : Reference ): \"\"\" Parameters ---------- ref: Reference The reference that could not be resolved. \"\"\" self . ref = ref super () . __init__ () __str__ () String representation of the exception Source code in confit/errors.py 49 50 51 52 53 def __str__ ( self ): \"\"\" String representation of the exception \"\"\" return \"Could not interpolate the following reference: {} \" . format ( self . ref ) CyclicReferenceError Bases: Exception Raised when a cyclic reference is detected. Source code in confit/errors.py 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 class CyclicReferenceError ( Exception ): \"\"\" Raised when a cyclic reference is detected. \"\"\" def __init__ ( self , path : Loc ): \"\"\" Parameters ---------- path: Loc The path of the cyclic reference \"\"\" self . path = path super () . __init__ () def __str__ ( self ): \"\"\" String representation of the exception \"\"\" return \"Cyclic reference detected at {} \" . format ( join_path ( self . path )) __init__ ( path ) PARAMETER DESCRIPTION path The path of the cyclic reference TYPE: Loc Source code in confit/errors.py 61 62 63 64 65 66 67 68 69 def __init__ ( self , path : Loc ): \"\"\" Parameters ---------- path: Loc The path of the cyclic reference \"\"\" self . path = path super () . __init__ () __str__ () String representation of the exception Source code in confit/errors.py 71 72 73 74 75 def __str__ ( self ): \"\"\" String representation of the exception \"\"\" return \"Cyclic reference detected at {} \" . format ( join_path ( self . path )) remove_lib_from_traceback ( tb ) Remove the lib folder from the traceback Source code in confit/errors.py 81 82 83 84 85 86 87 88 89 90 91 92 93 def remove_lib_from_traceback ( tb ): \"\"\" Remove the lib folder from the traceback \"\"\" # compare package to module in f_globals if is_debug (): return tb if tb is not None and tb . tb_frame . f_globals . get ( \"__package__\" ) == __package__ : return remove_lib_from_traceback ( tb . tb_next ) if tb is None or tb . tb_next is None : return tb tb . tb_next = remove_lib_from_traceback ( tb . tb_next ) return tb to_legacy_error ( err , model ) Decorator to convert a Pydantic ValidationError into a ConfitValidationError Source code in confit/errors.py 157 158 159 160 161 162 163 164 165 166 167 168 169 170 171 172 173 174 175 176 177 178 179 180 181 182 183 184 185 186 187 188 189 def to_legacy_error ( err : pydantic . ValidationError , model : Any ) -> LegacyValidationError : \"\"\" Decorator to convert a Pydantic ValidationError into a ConfitValidationError \"\"\" if isinstance ( err , LegacyValidationError ): return err errors = err . errors ( include_url = False ) raw_errors = [] for err in errors : try : vrepr = repr ( err [ \"input\" ]) except Exception : # pragma: no cover vrepr = object . __repr__ ( err [ \"input\" ]) vrepr = vrepr [: 50 ] + \"...\" if len ( vrepr ) > 50 else vrepr err = dict ( err ) msg = err . pop ( \"msg\" , \"\" ) msg = ( msg [ 0 ] . lower () + msg [ 1 :]) if msg else msg raw_errors . append ( ErrorWrapper ( exc = err [ \"ctx\" ][ \"error\" ] if \"ctx\" in err and \"error\" in err [ \"ctx\" ] and isinstance ( err [ \"ctx\" ][ \"error\" ], BaseException ) else PydanticNewStyleError ( ** err , msg = msg , actual_value = vrepr , actual_type = type ( err [ \"input\" ]) . __name__ , ), loc = err [ \"loc\" ], ) ) return ConfitValidationError ( raw_errors , model = model ) patch_errors ( errors , path = (), values = None , model = None , special_names = (), drop_names = ()) Patch the location of the errors to add the path prefix and complete the errors with the actual value if it is available. This is useful when the errors are raised in a sub-dict of the config. PARAMETER DESCRIPTION errors The pydantic errors to patch TYPE: T path The path to add to the errors TYPE: Loc DEFAULT: () values The values of the config TYPE: Dict DEFAULT: None special_names The names of the special keys of the model signature, to replace with a wildcard when encountered in the error path TYPE: Sequence [ str ] DEFAULT: () model The model of the config TYPE: Optional [ BaseModel ] DEFAULT: None drop_names The names of the keys to drop from the error path TYPE: Sequence [ str ] DEFAULT: () RETURNS DESCRIPTION Union [ ValidationError , Sequence [ ErrorWrapper ], ErrorWrapper ] The patched errors Source code in confit/errors.py 195 196 197 198 199 200 201 202 203 204 205 206 207 208 209 210 211 212 213 214 215 216 217 218 219 220 221 222 223 224 225 226 227 228 229 230 231 232 233 234 235 236 237 238 239 240 241 242 243 244 245 246 247 248 249 250 251 252 253 254 255 256 257 258 259 260 261 262 263 264 265 266 267 268 269 270 271 272 273 274 275 276 277 278 279 280 281 282 283 284 285 286 287 288 289 290 291 292 293 294 295 296 297 298 299 300 301 302 303 304 305 306 307 308 309 310 311 312 313 314 315 316 317 318 319 320 321 322 323 324 325 326 327 328 329 330 331 332 333 334 335 336 337 338 339 def patch_errors ( errors : T , path : Loc = (), values : Dict = None , model : Optional [ pydantic . BaseModel ] = None , special_names : Sequence [ str ] = (), drop_names : Sequence [ str ] = (), ) -> T : \"\"\" Patch the location of the errors to add the `path` prefix and complete the errors with the actual value if it is available. This is useful when the errors are raised in a sub-dict of the config. Parameters ---------- errors: Union[LegacyValidationError, Sequence[ErrorWrapper], ErrorWrapper] The pydantic errors to patch path: Loc The path to add to the errors values: Dict The values of the config special_names: Sequence[str] The names of the special keys of the model signature, to replace with a wildcard when encountered in the error path model: Optional[pydantic.BaseModel] The model of the config drop_names: Sequence[str] The names of the keys to drop from the error path Returns ------- Union[LegacyValidationError, Sequence[ErrorWrapper], ErrorWrapper] The patched errors \"\"\" if isinstance ( errors , pydantic . ValidationError ): errors = to_legacy_error ( errors , model ) . raw_errors errors = patch_errors ( errors , path , values , model , special_names , drop_names ) return ConfitValidationError ( errors , model = model ) if isinstance ( errors , list ): res = [] for error in errors : res . extend ( patch_errors ( error , path , values , model , special_names , drop_names ) ) return res if isinstance ( errors , ErrorWrapper ) and isinstance ( errors . exc , LegacyValidationError ): try : field_model = model for part in errors . loc_tuple (): # if not issubclass(field_model, pydantic.BaseModel) and issubclass( # field_model.vd.model, pydantic.BaseModel # ): # field_model = field_model.vd.model if PYDANTIC_V1 : field_model = field_model . __fields__ [ part ] else : field_model = field_model . model_fields [ part ] if PYDANTIC_V1 : field_model = field_model . type_ else : field_model = field_model . annotation if ( field_model is errors . exc . model or field_model . vd . model is errors . exc . model ): return patch_errors ( errors . exc . raw_errors , ( * path , * errors . loc_tuple ()), values , model , special_names , drop_names , ) except ( KeyError , AttributeError ): # pragma: no cover print ( \"Could not find model for\" , errors . loc_tuple ()) if ( isinstance ( errors . exc , PydanticErrorMixin ) and values is not None and errors . loc_tuple () and errors . loc_tuple ()[ 0 ] in values ): if \"actual_value\" not in errors . exc . __dict__ : actual_value = values for key in errors . loc_tuple (): actual_value = actual_value [ key ] vrepr = repr ( actual_value ) errors . exc . actual_value = vrepr [: 50 ] + \"...\" if len ( vrepr ) > 50 else vrepr errors . exc . actual_type = type ( actual_value ) . __name__ cls = errors . exc . __class__ if cls not in PATCHED_ERRORS_CLS : def error_str ( self ): s = cls . __str__ ( self ) s = ( s + f \", got { self . actual_value } ( { self . actual_type } )\" if hasattr ( self , \"actual_value\" ) else s ) return s new_cls = type ( cls . __name__ , ( cls ,), { \"msg_template\" : cls . msg_template + \", got {actual_value} ( {actual_type} )\" } if hasattr ( cls , \"msg_template\" ) else { \"__str__\" : error_str , }, ) PATCHED_ERRORS_CLS [ cls ] = new_cls PATCHED_ERRORS_CLS [ new_cls ] = new_cls errors . exc . __class__ = PATCHED_ERRORS_CLS [ cls ] if ( isinstance ( errors . exc , TypeError ) and str ( errors . exc ) . startswith ( \"unexpected keyword argument\" ) and \":\" in errors . exc . args [ 0 ] ): extra_keys = errors . exc . args [ 0 ] . split ( \": \" )[ 1 ] . split ( \", \" ) return [ ErrorWrapper ( TypeError ( \"unexpected keyword argument\" ), ( * path , * errors . loc_tuple ()[: - 1 ], key . strip ( \"'\" )), ) for key in extra_keys ] loc_tuple = errors . loc_tuple () if loc_tuple and loc_tuple [ - 1 ] in special_names : loc_tuple = ( * loc_tuple [: - 1 ], \"[signature]\" ) loc_tuple = tuple ( part for part in loc_tuple if part not in drop_names ) return [ ErrorWrapper ( errors . exc , ( * path , * loc_tuple ), ) ]","title":"errors"},{"location":"reference/errors/#confiterrors","text":"","title":"confit.errors"},{"location":"reference/errors/#confit.errors.MissingReference","text":"Bases: Exception Raised when one or multiple references cannot be resolved. Source code in confit/errors.py 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 class MissingReference ( Exception ): \"\"\" Raised when one or multiple references cannot be resolved. \"\"\" def __init__ ( self , ref : Reference ): \"\"\" Parameters ---------- ref: Reference The reference that could not be resolved. \"\"\" self . ref = ref super () . __init__ () def __str__ ( self ): \"\"\" String representation of the exception \"\"\" return \"Could not interpolate the following reference: {} \" . format ( self . ref )","title":"MissingReference"},{"location":"reference/errors/#confit.errors.MissingReference.__init__","text":"PARAMETER DESCRIPTION ref The reference that could not be resolved. TYPE: Reference Source code in confit/errors.py 39 40 41 42 43 44 45 46 47 def __init__ ( self , ref : Reference ): \"\"\" Parameters ---------- ref: Reference The reference that could not be resolved. \"\"\" self . ref = ref super () . __init__ ()","title":"__init__"},{"location":"reference/errors/#confit.errors.MissingReference.__str__","text":"String representation of the exception Source code in confit/errors.py 49 50 51 52 53 def __str__ ( self ): \"\"\" String representation of the exception \"\"\" return \"Could not interpolate the following reference: {} \" . format ( self . ref )","title":"__str__"},{"location":"reference/errors/#confit.errors.CyclicReferenceError","text":"Bases: Exception Raised when a cyclic reference is detected. Source code in confit/errors.py 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 class CyclicReferenceError ( Exception ): \"\"\" Raised when a cyclic reference is detected. \"\"\" def __init__ ( self , path : Loc ): \"\"\" Parameters ---------- path: Loc The path of the cyclic reference \"\"\" self . path = path super () . __init__ () def __str__ ( self ): \"\"\" String representation of the exception \"\"\" return \"Cyclic reference detected at {} \" . format ( join_path ( self . path ))","title":"CyclicReferenceError"},{"location":"reference/errors/#confit.errors.CyclicReferenceError.__init__","text":"PARAMETER DESCRIPTION path The path of the cyclic reference TYPE: Loc Source code in confit/errors.py 61 62 63 64 65 66 67 68 69 def __init__ ( self , path : Loc ): \"\"\" Parameters ---------- path: Loc The path of the cyclic reference \"\"\" self . path = path super () . __init__ ()","title":"__init__"},{"location":"reference/errors/#confit.errors.CyclicReferenceError.__str__","text":"String representation of the exception Source code in confit/errors.py 71 72 73 74 75 def __str__ ( self ): \"\"\" String representation of the exception \"\"\" return \"Cyclic reference detected at {} \" . format ( join_path ( self . path ))","title":"__str__"},{"location":"reference/errors/#confit.errors.remove_lib_from_traceback","text":"Remove the lib folder from the traceback Source code in confit/errors.py 81 82 83 84 85 86 87 88 89 90 91 92 93 def remove_lib_from_traceback ( tb ): \"\"\" Remove the lib folder from the traceback \"\"\" # compare package to module in f_globals if is_debug (): return tb if tb is not None and tb . tb_frame . f_globals . get ( \"__package__\" ) == __package__ : return remove_lib_from_traceback ( tb . tb_next ) if tb is None or tb . tb_next is None : return tb tb . tb_next = remove_lib_from_traceback ( tb . tb_next ) return tb","title":"remove_lib_from_traceback"},{"location":"reference/errors/#confit.errors.to_legacy_error","text":"Decorator to convert a Pydantic ValidationError into a ConfitValidationError Source code in confit/errors.py 157 158 159 160 161 162 163 164 165 166 167 168 169 170 171 172 173 174 175 176 177 178 179 180 181 182 183 184 185 186 187 188 189 def to_legacy_error ( err : pydantic . ValidationError , model : Any ) -> LegacyValidationError : \"\"\" Decorator to convert a Pydantic ValidationError into a ConfitValidationError \"\"\" if isinstance ( err , LegacyValidationError ): return err errors = err . errors ( include_url = False ) raw_errors = [] for err in errors : try : vrepr = repr ( err [ \"input\" ]) except Exception : # pragma: no cover vrepr = object . __repr__ ( err [ \"input\" ]) vrepr = vrepr [: 50 ] + \"...\" if len ( vrepr ) > 50 else vrepr err = dict ( err ) msg = err . pop ( \"msg\" , \"\" ) msg = ( msg [ 0 ] . lower () + msg [ 1 :]) if msg else msg raw_errors . append ( ErrorWrapper ( exc = err [ \"ctx\" ][ \"error\" ] if \"ctx\" in err and \"error\" in err [ \"ctx\" ] and isinstance ( err [ \"ctx\" ][ \"error\" ], BaseException ) else PydanticNewStyleError ( ** err , msg = msg , actual_value = vrepr , actual_type = type ( err [ \"input\" ]) . __name__ , ), loc = err [ \"loc\" ], ) ) return ConfitValidationError ( raw_errors , model = model )","title":"to_legacy_error"},{"location":"reference/errors/#confit.errors.patch_errors","text":"Patch the location of the errors to add the path prefix and complete the errors with the actual value if it is available. This is useful when the errors are raised in a sub-dict of the config. PARAMETER DESCRIPTION errors The pydantic errors to patch TYPE: T path The path to add to the errors TYPE: Loc DEFAULT: () values The values of the config TYPE: Dict DEFAULT: None special_names The names of the special keys of the model signature, to replace with a wildcard when encountered in the error path TYPE: Sequence [ str ] DEFAULT: () model The model of the config TYPE: Optional [ BaseModel ] DEFAULT: None drop_names The names of the keys to drop from the error path TYPE: Sequence [ str ] DEFAULT: () RETURNS DESCRIPTION Union [ ValidationError , Sequence [ ErrorWrapper ], ErrorWrapper ] The patched errors Source code in confit/errors.py 195 196 197 198 199 200 201 202 203 204 205 206 207 208 209 210 211 212 213 214 215 216 217 218 219 220 221 222 223 224 225 226 227 228 229 230 231 232 233 234 235 236 237 238 239 240 241 242 243 244 245 246 247 248 249 250 251 252 253 254 255 256 257 258 259 260 261 262 263 264 265 266 267 268 269 270 271 272 273 274 275 276 277 278 279 280 281 282 283 284 285 286 287 288 289 290 291 292 293 294 295 296 297 298 299 300 301 302 303 304 305 306 307 308 309 310 311 312 313 314 315 316 317 318 319 320 321 322 323 324 325 326 327 328 329 330 331 332 333 334 335 336 337 338 339 def patch_errors ( errors : T , path : Loc = (), values : Dict = None , model : Optional [ pydantic . BaseModel ] = None , special_names : Sequence [ str ] = (), drop_names : Sequence [ str ] = (), ) -> T : \"\"\" Patch the location of the errors to add the `path` prefix and complete the errors with the actual value if it is available. This is useful when the errors are raised in a sub-dict of the config. Parameters ---------- errors: Union[LegacyValidationError, Sequence[ErrorWrapper], ErrorWrapper] The pydantic errors to patch path: Loc The path to add to the errors values: Dict The values of the config special_names: Sequence[str] The names of the special keys of the model signature, to replace with a wildcard when encountered in the error path model: Optional[pydantic.BaseModel] The model of the config drop_names: Sequence[str] The names of the keys to drop from the error path Returns ------- Union[LegacyValidationError, Sequence[ErrorWrapper], ErrorWrapper] The patched errors \"\"\" if isinstance ( errors , pydantic . ValidationError ): errors = to_legacy_error ( errors , model ) . raw_errors errors = patch_errors ( errors , path , values , model , special_names , drop_names ) return ConfitValidationError ( errors , model = model ) if isinstance ( errors , list ): res = [] for error in errors : res . extend ( patch_errors ( error , path , values , model , special_names , drop_names ) ) return res if isinstance ( errors , ErrorWrapper ) and isinstance ( errors . exc , LegacyValidationError ): try : field_model = model for part in errors . loc_tuple (): # if not issubclass(field_model, pydantic.BaseModel) and issubclass( # field_model.vd.model, pydantic.BaseModel # ): # field_model = field_model.vd.model if PYDANTIC_V1 : field_model = field_model . __fields__ [ part ] else : field_model = field_model . model_fields [ part ] if PYDANTIC_V1 : field_model = field_model . type_ else : field_model = field_model . annotation if ( field_model is errors . exc . model or field_model . vd . model is errors . exc . model ): return patch_errors ( errors . exc . raw_errors , ( * path , * errors . loc_tuple ()), values , model , special_names , drop_names , ) except ( KeyError , AttributeError ): # pragma: no cover print ( \"Could not find model for\" , errors . loc_tuple ()) if ( isinstance ( errors . exc , PydanticErrorMixin ) and values is not None and errors . loc_tuple () and errors . loc_tuple ()[ 0 ] in values ): if \"actual_value\" not in errors . exc . __dict__ : actual_value = values for key in errors . loc_tuple (): actual_value = actual_value [ key ] vrepr = repr ( actual_value ) errors . exc . actual_value = vrepr [: 50 ] + \"...\" if len ( vrepr ) > 50 else vrepr errors . exc . actual_type = type ( actual_value ) . __name__ cls = errors . exc . __class__ if cls not in PATCHED_ERRORS_CLS : def error_str ( self ): s = cls . __str__ ( self ) s = ( s + f \", got { self . actual_value } ( { self . actual_type } )\" if hasattr ( self , \"actual_value\" ) else s ) return s new_cls = type ( cls . __name__ , ( cls ,), { \"msg_template\" : cls . msg_template + \", got {actual_value} ( {actual_type} )\" } if hasattr ( cls , \"msg_template\" ) else { \"__str__\" : error_str , }, ) PATCHED_ERRORS_CLS [ cls ] = new_cls PATCHED_ERRORS_CLS [ new_cls ] = new_cls errors . exc . __class__ = PATCHED_ERRORS_CLS [ cls ] if ( isinstance ( errors . exc , TypeError ) and str ( errors . exc ) . startswith ( \"unexpected keyword argument\" ) and \":\" in errors . exc . args [ 0 ] ): extra_keys = errors . exc . args [ 0 ] . split ( \": \" )[ 1 ] . split ( \", \" ) return [ ErrorWrapper ( TypeError ( \"unexpected keyword argument\" ), ( * path , * errors . loc_tuple ()[: - 1 ], key . strip ( \"'\" )), ) for key in extra_keys ] loc_tuple = errors . loc_tuple () if loc_tuple and loc_tuple [ - 1 ] in special_names : loc_tuple = ( * loc_tuple [: - 1 ], \"[signature]\" ) loc_tuple = tuple ( part for part in loc_tuple if part not in drop_names ) return [ ErrorWrapper ( errors . exc , ( * path , * loc_tuple ), ) ]","title":"patch_errors"},{"location":"reference/registry/","text":"confit.registry VisibleDeprecationWarning Bases: UserWarning Visible deprecation warning. By default, python will not show deprecation warnings, so this class can be used when a very visible warning is helpful, for example because the usage is most likely a user bug. Copied from https://github.com/numpy/numpy/blob/965b41d418e6100c1afae0b6f818a7ef152bc25d/numpy/_globals.py#L44-L51 Source code in confit/registry.py 354 355 356 357 358 359 360 361 362 363 class VisibleDeprecationWarning ( UserWarning ): \"\"\" Visible deprecation warning. By default, python will not show deprecation warnings, so this class can be used when a very visible warning is helpful, for example because the usage is most likely a user bug. Copied from https://github.com/numpy/numpy/blob/965b41d418e6100c1afae0b6f818a7ef152bc25d/numpy/_globals.py#L44-L51 \"\"\" # noqa: E501 Registry Bases: Registry A registry that validates the input arguments of the registered functions. Source code in confit/registry.py 369 370 371 372 373 374 375 376 377 378 379 380 381 382 383 384 385 386 387 388 389 390 391 392 393 394 395 396 397 398 399 400 401 402 403 404 405 406 407 408 409 410 411 412 413 414 415 416 417 418 419 420 421 422 423 424 425 426 427 428 429 430 431 432 433 434 435 436 437 438 439 440 441 442 443 444 445 446 447 448 449 450 451 452 453 454 455 456 457 458 459 460 461 462 463 464 465 466 467 468 469 470 471 472 473 474 475 476 477 478 479 480 481 482 483 484 485 486 487 488 489 490 491 492 493 494 495 496 497 498 499 500 501 502 503 504 505 506 507 508 509 510 511 512 513 514 515 516 517 518 519 520 521 522 523 524 525 526 527 528 529 530 531 532 533 class Registry ( catalogue . Registry ): \"\"\" A registry that validates the input arguments of the registered functions. \"\"\" def __init__ ( self , namespace : Sequence [ str ], entry_points : bool = False ) -> None : \"\"\" Initialize the registry. Parameters ---------- namespace: Sequence[str] The namespace of the registry entry_points: bool Should we use entry points to load the registered functions \"\"\" super () . __init__ ( namespace , entry_points = entry_points ) self . registry = None def register ( self , name : str , * , func : Optional [ catalogue . InFunc ] = None , save_params : Optional [ Dict [ str , Any ]] = None , skip_save_params : Sequence [ str ] = (), invoker : Optional [ Callable ] = None , deprecated : Sequence [ str ] = (), ) -> Callable [[ catalogue . InFunc ], catalogue . InFunc ]: \"\"\" This is a convenience wrapper around `catalogue.Registry.register`, that additionally validates the input arguments of the registered function and saves the result of any call to a mapping to its arguments. Parameters ---------- name: str The name of the function func: Optional[catalogue.InFunc] The function to register save_params: Optional[Dict[str, Any]] Additional parameters to save when the function is called. If falsy, the function parameters are not saved skip_save_params: Sequence[str] List of parameters to skip when saving the function parameters invoker: Optional[Callable] = None, An optional invoker to apply to the function before registering it. It is better to use this than to apply the invoker to the function to preserve the signature of the function or the class and enable validating its parameters. deprecated: Sequence[str] The deprecated registry names for the function Returns ------- Callable[[catalogue.InFunc], catalogue.InFunc] \"\"\" registerer = super () . register save_params = save_params or { f \"@ { self . namespace [ - 1 ] } \" : name } def invoke ( func , params ): resolved = invoker ( func , params ) if invoker is not None else func ( params ) if save_params is not None : params_to_save = { ** save_params , ** params } for name in skip_save_params : params_to_save . pop ( name , None ) Config . _store_resolved ( resolved , params_to_save ) return resolved def wrap_and_register ( fn : catalogue . InFunc ) -> catalogue . InFunc : if save_params is not None : _check_signature_for_save_params ( fn if not isinstance ( fn , type ) else fn . __init__ ) validated_fn = validate_arguments ( fn , config = { \"arbitrary_types_allowed\" : True }, registry = getattr ( self , \"registry\" , None ), invoker = invoke , ) registerer ( name )( validated_fn ) for deprecated_name in deprecated : def make_deprecated_fn ( old ): @wraps ( fn ) def deprecated_fn ( * args , ** kwargs ): warnings . warn ( f '\" { old } \" is deprecated, please use \" { name } \" instead.\"' , VisibleDeprecationWarning , ) return validated_fn ( * args , ** kwargs ) return deprecated_fn registerer ( deprecated_name )( make_deprecated_fn ( deprecated_name )) return validated_fn if func is not None : return wrap_and_register ( func ) else : return wrap_and_register def get_entry_points ( self ): \"\"\"Get registered entry points from other packages for this namespace. RETURNS (Dict[str, Any]): Entry points, keyed by name. \"\"\" entrypoints = importlib_metadata . entry_points () if hasattr ( entrypoints , \"select\" ): return entrypoints . select ( group = self . entry_point_namespace ) else : # dict return entrypoints . get ( self . entry_point_namespace , []) def get ( self , name : str ): \"\"\" Get the registered function for a given name. Modified from catalogue.Registry.get to avoid importing all entry points when lookup fails, but rather list the available entry points. Parameters ---------- name: str The name of the function Returns ------- catalogue.InFunc \"\"\" path = list ( self . namespace ) + [ name ] try : return catalogue . _get ( path ) except catalogue . RegistryError : if self . entry_points : from_entry_point = self . get_entry_point ( name ) if from_entry_point : return from_entry_point if not catalogue . check_exists ( * path ): raise catalogue . RegistryError ( f \"Can't find ' { name } ' in registry { ' -> ' . join ( self . namespace ) } . \" f \"Available names: \" f \" { ', ' . join ( sorted ( self . get_available ())) or 'none' } \" ) return catalogue . _get ( path ) def get_available ( self ) -> Sequence [ str ]: \"\"\"Get all functions for a given namespace. namespace (Tuple[str]): The namespace to get. RETURNS (Dict[str, Any]): The functions, keyed by name. \"\"\" result = set () if self . entry_points : result . update ({ p . name for p in self . _get_entry_points ()}) for keys in catalogue . REGISTRY . copy () . keys (): if len ( self . namespace ) == len ( keys ) - 1 and all ( self . namespace [ i ] == keys [ i ] for i in range ( len ( self . namespace )) ): result . add ( keys [ - 1 ]) return sorted ( result ) __init__ ( namespace , entry_points = False ) Initialize the registry. PARAMETER DESCRIPTION namespace The namespace of the registry TYPE: Sequence [ str ] entry_points Should we use entry points to load the registered functions TYPE: bool DEFAULT: False Source code in confit/registry.py 374 375 376 377 378 379 380 381 382 383 384 385 386 def __init__ ( self , namespace : Sequence [ str ], entry_points : bool = False ) -> None : \"\"\" Initialize the registry. Parameters ---------- namespace: Sequence[str] The namespace of the registry entry_points: bool Should we use entry points to load the registered functions \"\"\" super () . __init__ ( namespace , entry_points = entry_points ) self . registry = None register ( name , * , func = None , save_params = None , skip_save_params = (), invoker = None , deprecated = ()) This is a convenience wrapper around catalogue.Registry.register , that additionally validates the input arguments of the registered function and saves the result of any call to a mapping to its arguments. PARAMETER DESCRIPTION name The name of the function TYPE: str func The function to register TYPE: Optional [ InFunc ] DEFAULT: None save_params Additional parameters to save when the function is called. If falsy, the function parameters are not saved TYPE: Optional [ Dict [ str , Any ]] DEFAULT: None skip_save_params List of parameters to skip when saving the function parameters TYPE: Sequence [ str ] DEFAULT: () invoker An optional invoker to apply to the function before registering it. It is better to use this than to apply the invoker to the function to preserve the signature of the function or the class and enable validating its parameters. TYPE: Optional [ Callable ] DEFAULT: None deprecated The deprecated registry names for the function TYPE: Sequence [ str ] DEFAULT: () RETURNS DESCRIPTION Callable [[ InFunc ], InFunc ] Source code in confit/registry.py 388 389 390 391 392 393 394 395 396 397 398 399 400 401 402 403 404 405 406 407 408 409 410 411 412 413 414 415 416 417 418 419 420 421 422 423 424 425 426 427 428 429 430 431 432 433 434 435 436 437 438 439 440 441 442 443 444 445 446 447 448 449 450 451 452 453 454 455 456 457 458 459 460 461 462 463 464 465 466 467 468 469 470 471 472 473 def register ( self , name : str , * , func : Optional [ catalogue . InFunc ] = None , save_params : Optional [ Dict [ str , Any ]] = None , skip_save_params : Sequence [ str ] = (), invoker : Optional [ Callable ] = None , deprecated : Sequence [ str ] = (), ) -> Callable [[ catalogue . InFunc ], catalogue . InFunc ]: \"\"\" This is a convenience wrapper around `catalogue.Registry.register`, that additionally validates the input arguments of the registered function and saves the result of any call to a mapping to its arguments. Parameters ---------- name: str The name of the function func: Optional[catalogue.InFunc] The function to register save_params: Optional[Dict[str, Any]] Additional parameters to save when the function is called. If falsy, the function parameters are not saved skip_save_params: Sequence[str] List of parameters to skip when saving the function parameters invoker: Optional[Callable] = None, An optional invoker to apply to the function before registering it. It is better to use this than to apply the invoker to the function to preserve the signature of the function or the class and enable validating its parameters. deprecated: Sequence[str] The deprecated registry names for the function Returns ------- Callable[[catalogue.InFunc], catalogue.InFunc] \"\"\" registerer = super () . register save_params = save_params or { f \"@ { self . namespace [ - 1 ] } \" : name } def invoke ( func , params ): resolved = invoker ( func , params ) if invoker is not None else func ( params ) if save_params is not None : params_to_save = { ** save_params , ** params } for name in skip_save_params : params_to_save . pop ( name , None ) Config . _store_resolved ( resolved , params_to_save ) return resolved def wrap_and_register ( fn : catalogue . InFunc ) -> catalogue . InFunc : if save_params is not None : _check_signature_for_save_params ( fn if not isinstance ( fn , type ) else fn . __init__ ) validated_fn = validate_arguments ( fn , config = { \"arbitrary_types_allowed\" : True }, registry = getattr ( self , \"registry\" , None ), invoker = invoke , ) registerer ( name )( validated_fn ) for deprecated_name in deprecated : def make_deprecated_fn ( old ): @wraps ( fn ) def deprecated_fn ( * args , ** kwargs ): warnings . warn ( f '\" { old } \" is deprecated, please use \" { name } \" instead.\"' , VisibleDeprecationWarning , ) return validated_fn ( * args , ** kwargs ) return deprecated_fn registerer ( deprecated_name )( make_deprecated_fn ( deprecated_name )) return validated_fn if func is not None : return wrap_and_register ( func ) else : return wrap_and_register get_entry_points () Get registered entry points from other packages for this namespace. RETURNS (Dict[str, Any]): Entry points, keyed by name. Source code in confit/registry.py 475 476 477 478 479 480 481 482 483 484 def get_entry_points ( self ): \"\"\"Get registered entry points from other packages for this namespace. RETURNS (Dict[str, Any]): Entry points, keyed by name. \"\"\" entrypoints = importlib_metadata . entry_points () if hasattr ( entrypoints , \"select\" ): return entrypoints . select ( group = self . entry_point_namespace ) else : # dict return entrypoints . get ( self . entry_point_namespace , []) get ( name ) Get the registered function for a given name. Modified from catalogue.Registry.get to avoid importing all entry points when lookup fails, but rather list the available entry points. PARAMETER DESCRIPTION name The name of the function TYPE: str RETURNS DESCRIPTION InFunc Source code in confit/registry.py 486 487 488 489 490 491 492 493 494 495 496 497 498 499 500 501 502 503 504 505 506 507 508 509 510 511 512 513 514 515 516 517 def get ( self , name : str ): \"\"\" Get the registered function for a given name. Modified from catalogue.Registry.get to avoid importing all entry points when lookup fails, but rather list the available entry points. Parameters ---------- name: str The name of the function Returns ------- catalogue.InFunc \"\"\" path = list ( self . namespace ) + [ name ] try : return catalogue . _get ( path ) except catalogue . RegistryError : if self . entry_points : from_entry_point = self . get_entry_point ( name ) if from_entry_point : return from_entry_point if not catalogue . check_exists ( * path ): raise catalogue . RegistryError ( f \"Can't find ' { name } ' in registry { ' -> ' . join ( self . namespace ) } . \" f \"Available names: \" f \" { ', ' . join ( sorted ( self . get_available ())) or 'none' } \" ) return catalogue . _get ( path ) get_available () Get all functions for a given namespace. namespace (Tuple[str]): The namespace to get. RETURNS (Dict[str, Any]): The functions, keyed by name. Source code in confit/registry.py 519 520 521 522 523 524 525 526 527 528 529 530 531 532 533 def get_available ( self ) -> Sequence [ str ]: \"\"\"Get all functions for a given namespace. namespace (Tuple[str]): The namespace to get. RETURNS (Dict[str, Any]): The functions, keyed by name. \"\"\" result = set () if self . entry_points : result . update ({ p . name for p in self . _get_entry_points ()}) for keys in catalogue . REGISTRY . copy () . keys (): if len ( self . namespace ) == len ( keys ) - 1 and all ( self . namespace [ i ] == keys [ i ] for i in range ( len ( self . namespace )) ): result . add ( keys [ - 1 ]) return sorted ( result ) MetaRegistryCollection Bases: type A metaclass for the registry collection that adds it as the registry collection of all registries defined in the body of the class. Source code in confit/registry.py 539 540 541 542 543 544 545 546 547 548 549 550 551 552 553 554 555 556 557 558 559 560 561 562 563 564 class MetaRegistryCollection ( type ): \"\"\" A metaclass for the registry collection that adds it as the registry collection of all registries defined in the body of the class. \"\"\" def __setattr__ ( self , key , value ): assert isinstance ( value , Registry ) value . registry = self super () . __setattr__ ( key , value ) def __init__ ( cls , name , bases , dct ): \"\"\" Initialize the registry collection by adding it-self as the registry collection of all registries. Parameters ---------- name bases dct \"\"\" super () . __init__ ( name , bases , dct ) for key , value in dct . items (): if isinstance ( value , Registry ): value . registry = cls __init__ ( name , bases , dct ) Initialize the registry collection by adding it-self as the registry collection of all registries. PARAMETER DESCRIPTION name bases dct Source code in confit/registry.py 550 551 552 553 554 555 556 557 558 559 560 561 562 563 564 def __init__ ( cls , name , bases , dct ): \"\"\" Initialize the registry collection by adding it-self as the registry collection of all registries. Parameters ---------- name bases dct \"\"\" super () . __init__ ( name , bases , dct ) for key , value in dct . items (): if isinstance ( value , Registry ): value . registry = cls RegistryCollection A collection of registries. ```python class MyRegistries(RegistryCollection): my_registry = Registry((\"package_name\", \"my_registry\"), entry_points=True) my_other_registry = Registry((\"package_name\", \"my_other_registry\")) Source code in confit/registry.py 567 568 569 570 571 572 573 574 575 class RegistryCollection ( metaclass = MetaRegistryCollection ): \"\"\" A collection of registries. ```python class MyRegistries(RegistryCollection): my_registry = Registry((\"package_name\", \"my_registry\"), entry_points=True) my_other_registry = Registry((\"package_name\", \"my_other_registry\")) \"\"\" validate_arguments ( func = None , * , config = None , invoker = None , registry = None ) Decorator to validate the arguments passed to a function and store the result in a mapping from results to call parameters (allowing PARAMETER DESCRIPTION func The function or class to call TYPE: Optional [ Func ] DEFAULT: None config The validation configuration object TYPE: Dict DEFAULT: None invoker An optional invoker to apply on the validated function TYPE: Optional [ Callable [[ Callable , Dict [ str , Any ]], Any ]] DEFAULT: None registry The registry to use to resolve the default parameters TYPE: Any DEFAULT: None RETURNS DESCRIPTION Any Source code in confit/registry.py 150 151 152 153 154 155 156 157 158 159 160 161 162 163 164 165 166 167 168 169 170 171 172 173 174 175 176 177 178 179 180 181 182 183 184 185 186 187 188 189 190 191 192 193 194 195 196 197 198 199 200 201 202 203 204 205 206 207 208 209 210 211 212 213 214 215 216 217 218 219 220 221 222 223 224 225 226 227 228 229 230 231 232 233 234 235 236 237 238 239 240 241 242 243 244 245 246 247 248 249 250 251 252 253 254 255 256 257 258 259 260 261 262 263 264 265 266 267 268 269 270 271 272 273 274 275 276 277 278 279 280 281 282 283 284 285 286 287 288 289 290 291 292 293 294 295 296 297 298 299 300 301 302 303 304 305 306 307 308 309 310 311 312 313 314 315 316 317 318 319 320 321 322 323 324 325 326 327 328 329 330 331 332 333 334 335 336 337 338 339 340 341 342 343 344 345 346 347 348 349 350 351 def validate_arguments ( func : Optional [ Func ] = None , * , config : Dict = None , invoker : Optional [ Callable [[ Callable , Dict [ str , Any ]], Any ]] = None , registry : Any = None , ) -> Union [ Func , Callable [[ Func ], Func ]]: \"\"\" Decorator to validate the arguments passed to a function and store the result in a mapping from results to call parameters (allowing Parameters ---------- func: Callable The function or class to call config: Dict The validation configuration object invoker: Optional[Callable] An optional invoker to apply on the validated function registry: Any The registry to use to resolve the default parameters Returns ------- Any \"\"\" if config is None : config = {} config = { ** config , \"arbitrary_types_allowed\" : True } def validate ( _func : Callable ) -> Callable : if isinstance ( _func , type ): _func : type if hasattr ( _func . __init__ , \"__wrapped__\" ): vd = ValidatedFunction ( _func . __init__ . __wrapped__ , config ) else : vd = ValidatedFunction ( _func . __init__ , config ) vd . model . __name__ = _func . __name__ if PYDANTIC_V1 : vd . model . __fields__ [ \"self\" ] . default = None else : vd . model . model_fields [ \"self\" ] . default = None # This function is called by Pydantic when asked to cast # a value (most likely a dict) as a Model (most often during # a function call) old_get_validators = ( _func . __get_validators__ if hasattr ( _func , \"__get_validators__\" ) else None ) old_get_pydantic_core_schema = ( _func . __get_pydantic_core_schema__ if hasattr ( _func , \"__get_pydantic_core_schema__\" ) else None ) def __get_validators__ (): \"\"\" This function is called by Pydantic when asked to cast a value (most likely a dict) as a Model (most often during a function call) Yields ------- Callable The validator function \"\"\" def _validate ( value ): if isinstance ( value , dict ): value = Config ( value ) . resolve ( registry = registry ) if old_get_validators is not None : for validator in old_get_validators (): value = validator ( value ) if isinstance ( value , _func ): return value return _func ( ** value ) yield _validate def __get_pydantic_core_schema__ ( * args , ** kwargs ): from pydantic_core import core_schema def pre_validate ( value ): if isinstance ( value , dict ): value = Config ( value ) . resolve ( registry = registry ) return value def post_validate ( value ): if isinstance ( value , _func ): return value return _func ( ** value ) return core_schema . chain_schema ( [ core_schema . no_info_plain_validator_function ( pre_validate ), * ( ( old_get_pydantic_core_schema ( * args , ** kwargs ),) if old_get_pydantic_core_schema else ( core_schema . no_info_plain_validator_function ( fn ) for fn in old_get_validators () ) if old_get_validators is not None else () ), core_schema . no_info_plain_validator_function ( post_validate ), ] ) # This function is called when we do Model(variable=..., other=...) @wraps ( vd . raw_function , assigned = ( \"__module__\" , \"__name__\" , \"__qualname__\" , \"__doc__\" , \"__annotations__\" , \"__defaults__\" , \"__kwdefaults__\" , ), ) def wrapper_function ( * args : Any , ** kwargs : Any ) -> Any : try : return _resolve_and_validate_call ( args = args , kwargs = kwargs , pydantic_func = vd , use_self = True , invoker = invoker , callee = _func , ) except Exception as e : if not is_debug () and isinstance ( e . __context__ , ( ValidationError , LegacyValidationError ) ): e . __cause__ = None e . __suppress_context__ = True raise e . with_traceback ( remove_lib_from_traceback ( e . __traceback__ )) _func . vd = vd if PYDANTIC_V1 : _func . __get_validators__ = __get_validators__ else : _func . __get_pydantic_core_schema__ = __get_pydantic_core_schema__ # _func.model = vd.model # _func.model.type_ = _func _func . __init__ = wrapper_function _func . __init__ . __wrapped__ = vd . raw_function return _func else : vd = ValidatedFunction ( _func , config ) @wraps ( _func , assigned = ( \"__module__\" , \"__name__\" , \"__qualname__\" , \"__doc__\" , \"__annotations__\" , \"__defaults__\" , \"__kwdefaults__\" , \"__signature__\" , ), ) def wrapper_function ( * args : Any , ** kwargs : Any ) -> Any : try : return _resolve_and_validate_call ( args = args , kwargs = kwargs , pydantic_func = vd , use_self = False , invoker = invoker , callee = _func , ) except Exception as e : if not is_debug () and isinstance ( e . __cause__ , ( ValidationError , LegacyValidationError ) ): e . __cause__ = None e . __suppress_context__ = True raise e . with_traceback ( remove_lib_from_traceback ( e . __traceback__ )) wrapper_function . vd = vd # type: ignore wrapper_function . validate = vd . init_model_instance # type: ignore wrapper_function . __wrapped__ = vd . raw_function # type: ignore wrapper_function . model = vd . model # type: ignore return wrapper_function if func : return validate ( func ) else : return validate get_default_registry () Get the default registered registry. RETURNS DESCRIPTION Registry Source code in confit/registry.py 578 579 580 581 582 583 584 585 586 def get_default_registry () -> Any : \"\"\" Get the default registered registry. Returns ------- Registry \"\"\" return _default_registry set_default_registry ( registry ) Set the default registered registry. This is used in Config.resolve() when no registry is provided. PARAMETER DESCRIPTION registry TYPE: CustomRegistry RETURNS DESCRIPTION Registry Source code in confit/registry.py 592 593 594 595 596 597 598 599 600 601 602 603 604 605 606 607 def set_default_registry ( registry : CustomRegistry ) -> CustomRegistry : \"\"\" Set the default registered registry. This is used in [`Config.resolve()`][confit.config.Config.resolve] when no registry is provided. Parameters ---------- registry: Registry Returns ------- Registry \"\"\" global _default_registry _default_registry = registry return registry","title":"registry"},{"location":"reference/registry/#confitregistry","text":"","title":"confit.registry"},{"location":"reference/registry/#confit.registry.VisibleDeprecationWarning","text":"Bases: UserWarning Visible deprecation warning. By default, python will not show deprecation warnings, so this class can be used when a very visible warning is helpful, for example because the usage is most likely a user bug. Copied from https://github.com/numpy/numpy/blob/965b41d418e6100c1afae0b6f818a7ef152bc25d/numpy/_globals.py#L44-L51 Source code in confit/registry.py 354 355 356 357 358 359 360 361 362 363 class VisibleDeprecationWarning ( UserWarning ): \"\"\" Visible deprecation warning. By default, python will not show deprecation warnings, so this class can be used when a very visible warning is helpful, for example because the usage is most likely a user bug. Copied from https://github.com/numpy/numpy/blob/965b41d418e6100c1afae0b6f818a7ef152bc25d/numpy/_globals.py#L44-L51 \"\"\" # noqa: E501","title":"VisibleDeprecationWarning"},{"location":"reference/registry/#confit.registry.Registry","text":"Bases: Registry A registry that validates the input arguments of the registered functions. Source code in confit/registry.py 369 370 371 372 373 374 375 376 377 378 379 380 381 382 383 384 385 386 387 388 389 390 391 392 393 394 395 396 397 398 399 400 401 402 403 404 405 406 407 408 409 410 411 412 413 414 415 416 417 418 419 420 421 422 423 424 425 426 427 428 429 430 431 432 433 434 435 436 437 438 439 440 441 442 443 444 445 446 447 448 449 450 451 452 453 454 455 456 457 458 459 460 461 462 463 464 465 466 467 468 469 470 471 472 473 474 475 476 477 478 479 480 481 482 483 484 485 486 487 488 489 490 491 492 493 494 495 496 497 498 499 500 501 502 503 504 505 506 507 508 509 510 511 512 513 514 515 516 517 518 519 520 521 522 523 524 525 526 527 528 529 530 531 532 533 class Registry ( catalogue . Registry ): \"\"\" A registry that validates the input arguments of the registered functions. \"\"\" def __init__ ( self , namespace : Sequence [ str ], entry_points : bool = False ) -> None : \"\"\" Initialize the registry. Parameters ---------- namespace: Sequence[str] The namespace of the registry entry_points: bool Should we use entry points to load the registered functions \"\"\" super () . __init__ ( namespace , entry_points = entry_points ) self . registry = None def register ( self , name : str , * , func : Optional [ catalogue . InFunc ] = None , save_params : Optional [ Dict [ str , Any ]] = None , skip_save_params : Sequence [ str ] = (), invoker : Optional [ Callable ] = None , deprecated : Sequence [ str ] = (), ) -> Callable [[ catalogue . InFunc ], catalogue . InFunc ]: \"\"\" This is a convenience wrapper around `catalogue.Registry.register`, that additionally validates the input arguments of the registered function and saves the result of any call to a mapping to its arguments. Parameters ---------- name: str The name of the function func: Optional[catalogue.InFunc] The function to register save_params: Optional[Dict[str, Any]] Additional parameters to save when the function is called. If falsy, the function parameters are not saved skip_save_params: Sequence[str] List of parameters to skip when saving the function parameters invoker: Optional[Callable] = None, An optional invoker to apply to the function before registering it. It is better to use this than to apply the invoker to the function to preserve the signature of the function or the class and enable validating its parameters. deprecated: Sequence[str] The deprecated registry names for the function Returns ------- Callable[[catalogue.InFunc], catalogue.InFunc] \"\"\" registerer = super () . register save_params = save_params or { f \"@ { self . namespace [ - 1 ] } \" : name } def invoke ( func , params ): resolved = invoker ( func , params ) if invoker is not None else func ( params ) if save_params is not None : params_to_save = { ** save_params , ** params } for name in skip_save_params : params_to_save . pop ( name , None ) Config . _store_resolved ( resolved , params_to_save ) return resolved def wrap_and_register ( fn : catalogue . InFunc ) -> catalogue . InFunc : if save_params is not None : _check_signature_for_save_params ( fn if not isinstance ( fn , type ) else fn . __init__ ) validated_fn = validate_arguments ( fn , config = { \"arbitrary_types_allowed\" : True }, registry = getattr ( self , \"registry\" , None ), invoker = invoke , ) registerer ( name )( validated_fn ) for deprecated_name in deprecated : def make_deprecated_fn ( old ): @wraps ( fn ) def deprecated_fn ( * args , ** kwargs ): warnings . warn ( f '\" { old } \" is deprecated, please use \" { name } \" instead.\"' , VisibleDeprecationWarning , ) return validated_fn ( * args , ** kwargs ) return deprecated_fn registerer ( deprecated_name )( make_deprecated_fn ( deprecated_name )) return validated_fn if func is not None : return wrap_and_register ( func ) else : return wrap_and_register def get_entry_points ( self ): \"\"\"Get registered entry points from other packages for this namespace. RETURNS (Dict[str, Any]): Entry points, keyed by name. \"\"\" entrypoints = importlib_metadata . entry_points () if hasattr ( entrypoints , \"select\" ): return entrypoints . select ( group = self . entry_point_namespace ) else : # dict return entrypoints . get ( self . entry_point_namespace , []) def get ( self , name : str ): \"\"\" Get the registered function for a given name. Modified from catalogue.Registry.get to avoid importing all entry points when lookup fails, but rather list the available entry points. Parameters ---------- name: str The name of the function Returns ------- catalogue.InFunc \"\"\" path = list ( self . namespace ) + [ name ] try : return catalogue . _get ( path ) except catalogue . RegistryError : if self . entry_points : from_entry_point = self . get_entry_point ( name ) if from_entry_point : return from_entry_point if not catalogue . check_exists ( * path ): raise catalogue . RegistryError ( f \"Can't find ' { name } ' in registry { ' -> ' . join ( self . namespace ) } . \" f \"Available names: \" f \" { ', ' . join ( sorted ( self . get_available ())) or 'none' } \" ) return catalogue . _get ( path ) def get_available ( self ) -> Sequence [ str ]: \"\"\"Get all functions for a given namespace. namespace (Tuple[str]): The namespace to get. RETURNS (Dict[str, Any]): The functions, keyed by name. \"\"\" result = set () if self . entry_points : result . update ({ p . name for p in self . _get_entry_points ()}) for keys in catalogue . REGISTRY . copy () . keys (): if len ( self . namespace ) == len ( keys ) - 1 and all ( self . namespace [ i ] == keys [ i ] for i in range ( len ( self . namespace )) ): result . add ( keys [ - 1 ]) return sorted ( result )","title":"Registry"},{"location":"reference/registry/#confit.registry.Registry.__init__","text":"Initialize the registry. PARAMETER DESCRIPTION namespace The namespace of the registry TYPE: Sequence [ str ] entry_points Should we use entry points to load the registered functions TYPE: bool DEFAULT: False Source code in confit/registry.py 374 375 376 377 378 379 380 381 382 383 384 385 386 def __init__ ( self , namespace : Sequence [ str ], entry_points : bool = False ) -> None : \"\"\" Initialize the registry. Parameters ---------- namespace: Sequence[str] The namespace of the registry entry_points: bool Should we use entry points to load the registered functions \"\"\" super () . __init__ ( namespace , entry_points = entry_points ) self . registry = None","title":"__init__"},{"location":"reference/registry/#confit.registry.Registry.register","text":"This is a convenience wrapper around catalogue.Registry.register , that additionally validates the input arguments of the registered function and saves the result of any call to a mapping to its arguments. PARAMETER DESCRIPTION name The name of the function TYPE: str func The function to register TYPE: Optional [ InFunc ] DEFAULT: None save_params Additional parameters to save when the function is called. If falsy, the function parameters are not saved TYPE: Optional [ Dict [ str , Any ]] DEFAULT: None skip_save_params List of parameters to skip when saving the function parameters TYPE: Sequence [ str ] DEFAULT: () invoker An optional invoker to apply to the function before registering it. It is better to use this than to apply the invoker to the function to preserve the signature of the function or the class and enable validating its parameters. TYPE: Optional [ Callable ] DEFAULT: None deprecated The deprecated registry names for the function TYPE: Sequence [ str ] DEFAULT: () RETURNS DESCRIPTION Callable [[ InFunc ], InFunc ] Source code in confit/registry.py 388 389 390 391 392 393 394 395 396 397 398 399 400 401 402 403 404 405 406 407 408 409 410 411 412 413 414 415 416 417 418 419 420 421 422 423 424 425 426 427 428 429 430 431 432 433 434 435 436 437 438 439 440 441 442 443 444 445 446 447 448 449 450 451 452 453 454 455 456 457 458 459 460 461 462 463 464 465 466 467 468 469 470 471 472 473 def register ( self , name : str , * , func : Optional [ catalogue . InFunc ] = None , save_params : Optional [ Dict [ str , Any ]] = None , skip_save_params : Sequence [ str ] = (), invoker : Optional [ Callable ] = None , deprecated : Sequence [ str ] = (), ) -> Callable [[ catalogue . InFunc ], catalogue . InFunc ]: \"\"\" This is a convenience wrapper around `catalogue.Registry.register`, that additionally validates the input arguments of the registered function and saves the result of any call to a mapping to its arguments. Parameters ---------- name: str The name of the function func: Optional[catalogue.InFunc] The function to register save_params: Optional[Dict[str, Any]] Additional parameters to save when the function is called. If falsy, the function parameters are not saved skip_save_params: Sequence[str] List of parameters to skip when saving the function parameters invoker: Optional[Callable] = None, An optional invoker to apply to the function before registering it. It is better to use this than to apply the invoker to the function to preserve the signature of the function or the class and enable validating its parameters. deprecated: Sequence[str] The deprecated registry names for the function Returns ------- Callable[[catalogue.InFunc], catalogue.InFunc] \"\"\" registerer = super () . register save_params = save_params or { f \"@ { self . namespace [ - 1 ] } \" : name } def invoke ( func , params ): resolved = invoker ( func , params ) if invoker is not None else func ( params ) if save_params is not None : params_to_save = { ** save_params , ** params } for name in skip_save_params : params_to_save . pop ( name , None ) Config . _store_resolved ( resolved , params_to_save ) return resolved def wrap_and_register ( fn : catalogue . InFunc ) -> catalogue . InFunc : if save_params is not None : _check_signature_for_save_params ( fn if not isinstance ( fn , type ) else fn . __init__ ) validated_fn = validate_arguments ( fn , config = { \"arbitrary_types_allowed\" : True }, registry = getattr ( self , \"registry\" , None ), invoker = invoke , ) registerer ( name )( validated_fn ) for deprecated_name in deprecated : def make_deprecated_fn ( old ): @wraps ( fn ) def deprecated_fn ( * args , ** kwargs ): warnings . warn ( f '\" { old } \" is deprecated, please use \" { name } \" instead.\"' , VisibleDeprecationWarning , ) return validated_fn ( * args , ** kwargs ) return deprecated_fn registerer ( deprecated_name )( make_deprecated_fn ( deprecated_name )) return validated_fn if func is not None : return wrap_and_register ( func ) else : return wrap_and_register","title":"register"},{"location":"reference/registry/#confit.registry.Registry.get_entry_points","text":"Get registered entry points from other packages for this namespace. RETURNS (Dict[str, Any]): Entry points, keyed by name. Source code in confit/registry.py 475 476 477 478 479 480 481 482 483 484 def get_entry_points ( self ): \"\"\"Get registered entry points from other packages for this namespace. RETURNS (Dict[str, Any]): Entry points, keyed by name. \"\"\" entrypoints = importlib_metadata . entry_points () if hasattr ( entrypoints , \"select\" ): return entrypoints . select ( group = self . entry_point_namespace ) else : # dict return entrypoints . get ( self . entry_point_namespace , [])","title":"get_entry_points"},{"location":"reference/registry/#confit.registry.Registry.get","text":"Get the registered function for a given name. Modified from catalogue.Registry.get to avoid importing all entry points when lookup fails, but rather list the available entry points. PARAMETER DESCRIPTION name The name of the function TYPE: str RETURNS DESCRIPTION InFunc Source code in confit/registry.py 486 487 488 489 490 491 492 493 494 495 496 497 498 499 500 501 502 503 504 505 506 507 508 509 510 511 512 513 514 515 516 517 def get ( self , name : str ): \"\"\" Get the registered function for a given name. Modified from catalogue.Registry.get to avoid importing all entry points when lookup fails, but rather list the available entry points. Parameters ---------- name: str The name of the function Returns ------- catalogue.InFunc \"\"\" path = list ( self . namespace ) + [ name ] try : return catalogue . _get ( path ) except catalogue . RegistryError : if self . entry_points : from_entry_point = self . get_entry_point ( name ) if from_entry_point : return from_entry_point if not catalogue . check_exists ( * path ): raise catalogue . RegistryError ( f \"Can't find ' { name } ' in registry { ' -> ' . join ( self . namespace ) } . \" f \"Available names: \" f \" { ', ' . join ( sorted ( self . get_available ())) or 'none' } \" ) return catalogue . _get ( path )","title":"get"},{"location":"reference/registry/#confit.registry.Registry.get_available","text":"Get all functions for a given namespace. namespace (Tuple[str]): The namespace to get. RETURNS (Dict[str, Any]): The functions, keyed by name. Source code in confit/registry.py 519 520 521 522 523 524 525 526 527 528 529 530 531 532 533 def get_available ( self ) -> Sequence [ str ]: \"\"\"Get all functions for a given namespace. namespace (Tuple[str]): The namespace to get. RETURNS (Dict[str, Any]): The functions, keyed by name. \"\"\" result = set () if self . entry_points : result . update ({ p . name for p in self . _get_entry_points ()}) for keys in catalogue . REGISTRY . copy () . keys (): if len ( self . namespace ) == len ( keys ) - 1 and all ( self . namespace [ i ] == keys [ i ] for i in range ( len ( self . namespace )) ): result . add ( keys [ - 1 ]) return sorted ( result )","title":"get_available"},{"location":"reference/registry/#confit.registry.MetaRegistryCollection","text":"Bases: type A metaclass for the registry collection that adds it as the registry collection of all registries defined in the body of the class. Source code in confit/registry.py 539 540 541 542 543 544 545 546 547 548 549 550 551 552 553 554 555 556 557 558 559 560 561 562 563 564 class MetaRegistryCollection ( type ): \"\"\" A metaclass for the registry collection that adds it as the registry collection of all registries defined in the body of the class. \"\"\" def __setattr__ ( self , key , value ): assert isinstance ( value , Registry ) value . registry = self super () . __setattr__ ( key , value ) def __init__ ( cls , name , bases , dct ): \"\"\" Initialize the registry collection by adding it-self as the registry collection of all registries. Parameters ---------- name bases dct \"\"\" super () . __init__ ( name , bases , dct ) for key , value in dct . items (): if isinstance ( value , Registry ): value . registry = cls","title":"MetaRegistryCollection"},{"location":"reference/registry/#confit.registry.MetaRegistryCollection.__init__","text":"Initialize the registry collection by adding it-self as the registry collection of all registries. PARAMETER DESCRIPTION name bases dct Source code in confit/registry.py 550 551 552 553 554 555 556 557 558 559 560 561 562 563 564 def __init__ ( cls , name , bases , dct ): \"\"\" Initialize the registry collection by adding it-self as the registry collection of all registries. Parameters ---------- name bases dct \"\"\" super () . __init__ ( name , bases , dct ) for key , value in dct . items (): if isinstance ( value , Registry ): value . registry = cls","title":"__init__"},{"location":"reference/registry/#confit.registry.RegistryCollection","text":"A collection of registries. ```python class MyRegistries(RegistryCollection): my_registry = Registry((\"package_name\", \"my_registry\"), entry_points=True) my_other_registry = Registry((\"package_name\", \"my_other_registry\")) Source code in confit/registry.py 567 568 569 570 571 572 573 574 575 class RegistryCollection ( metaclass = MetaRegistryCollection ): \"\"\" A collection of registries. ```python class MyRegistries(RegistryCollection): my_registry = Registry((\"package_name\", \"my_registry\"), entry_points=True) my_other_registry = Registry((\"package_name\", \"my_other_registry\")) \"\"\"","title":"RegistryCollection"},{"location":"reference/registry/#confit.registry.validate_arguments","text":"Decorator to validate the arguments passed to a function and store the result in a mapping from results to call parameters (allowing PARAMETER DESCRIPTION func The function or class to call TYPE: Optional [ Func ] DEFAULT: None config The validation configuration object TYPE: Dict DEFAULT: None invoker An optional invoker to apply on the validated function TYPE: Optional [ Callable [[ Callable , Dict [ str , Any ]], Any ]] DEFAULT: None registry The registry to use to resolve the default parameters TYPE: Any DEFAULT: None RETURNS DESCRIPTION Any Source code in confit/registry.py 150 151 152 153 154 155 156 157 158 159 160 161 162 163 164 165 166 167 168 169 170 171 172 173 174 175 176 177 178 179 180 181 182 183 184 185 186 187 188 189 190 191 192 193 194 195 196 197 198 199 200 201 202 203 204 205 206 207 208 209 210 211 212 213 214 215 216 217 218 219 220 221 222 223 224 225 226 227 228 229 230 231 232 233 234 235 236 237 238 239 240 241 242 243 244 245 246 247 248 249 250 251 252 253 254 255 256 257 258 259 260 261 262 263 264 265 266 267 268 269 270 271 272 273 274 275 276 277 278 279 280 281 282 283 284 285 286 287 288 289 290 291 292 293 294 295 296 297 298 299 300 301 302 303 304 305 306 307 308 309 310 311 312 313 314 315 316 317 318 319 320 321 322 323 324 325 326 327 328 329 330 331 332 333 334 335 336 337 338 339 340 341 342 343 344 345 346 347 348 349 350 351 def validate_arguments ( func : Optional [ Func ] = None , * , config : Dict = None , invoker : Optional [ Callable [[ Callable , Dict [ str , Any ]], Any ]] = None , registry : Any = None , ) -> Union [ Func , Callable [[ Func ], Func ]]: \"\"\" Decorator to validate the arguments passed to a function and store the result in a mapping from results to call parameters (allowing Parameters ---------- func: Callable The function or class to call config: Dict The validation configuration object invoker: Optional[Callable] An optional invoker to apply on the validated function registry: Any The registry to use to resolve the default parameters Returns ------- Any \"\"\" if config is None : config = {} config = { ** config , \"arbitrary_types_allowed\" : True } def validate ( _func : Callable ) -> Callable : if isinstance ( _func , type ): _func : type if hasattr ( _func . __init__ , \"__wrapped__\" ): vd = ValidatedFunction ( _func . __init__ . __wrapped__ , config ) else : vd = ValidatedFunction ( _func . __init__ , config ) vd . model . __name__ = _func . __name__ if PYDANTIC_V1 : vd . model . __fields__ [ \"self\" ] . default = None else : vd . model . model_fields [ \"self\" ] . default = None # This function is called by Pydantic when asked to cast # a value (most likely a dict) as a Model (most often during # a function call) old_get_validators = ( _func . __get_validators__ if hasattr ( _func , \"__get_validators__\" ) else None ) old_get_pydantic_core_schema = ( _func . __get_pydantic_core_schema__ if hasattr ( _func , \"__get_pydantic_core_schema__\" ) else None ) def __get_validators__ (): \"\"\" This function is called by Pydantic when asked to cast a value (most likely a dict) as a Model (most often during a function call) Yields ------- Callable The validator function \"\"\" def _validate ( value ): if isinstance ( value , dict ): value = Config ( value ) . resolve ( registry = registry ) if old_get_validators is not None : for validator in old_get_validators (): value = validator ( value ) if isinstance ( value , _func ): return value return _func ( ** value ) yield _validate def __get_pydantic_core_schema__ ( * args , ** kwargs ): from pydantic_core import core_schema def pre_validate ( value ): if isinstance ( value , dict ): value = Config ( value ) . resolve ( registry = registry ) return value def post_validate ( value ): if isinstance ( value , _func ): return value return _func ( ** value ) return core_schema . chain_schema ( [ core_schema . no_info_plain_validator_function ( pre_validate ), * ( ( old_get_pydantic_core_schema ( * args , ** kwargs ),) if old_get_pydantic_core_schema else ( core_schema . no_info_plain_validator_function ( fn ) for fn in old_get_validators () ) if old_get_validators is not None else () ), core_schema . no_info_plain_validator_function ( post_validate ), ] ) # This function is called when we do Model(variable=..., other=...) @wraps ( vd . raw_function , assigned = ( \"__module__\" , \"__name__\" , \"__qualname__\" , \"__doc__\" , \"__annotations__\" , \"__defaults__\" , \"__kwdefaults__\" , ), ) def wrapper_function ( * args : Any , ** kwargs : Any ) -> Any : try : return _resolve_and_validate_call ( args = args , kwargs = kwargs , pydantic_func = vd , use_self = True , invoker = invoker , callee = _func , ) except Exception as e : if not is_debug () and isinstance ( e . __context__ , ( ValidationError , LegacyValidationError ) ): e . __cause__ = None e . __suppress_context__ = True raise e . with_traceback ( remove_lib_from_traceback ( e . __traceback__ )) _func . vd = vd if PYDANTIC_V1 : _func . __get_validators__ = __get_validators__ else : _func . __get_pydantic_core_schema__ = __get_pydantic_core_schema__ # _func.model = vd.model # _func.model.type_ = _func _func . __init__ = wrapper_function _func . __init__ . __wrapped__ = vd . raw_function return _func else : vd = ValidatedFunction ( _func , config ) @wraps ( _func , assigned = ( \"__module__\" , \"__name__\" , \"__qualname__\" , \"__doc__\" , \"__annotations__\" , \"__defaults__\" , \"__kwdefaults__\" , \"__signature__\" , ), ) def wrapper_function ( * args : Any , ** kwargs : Any ) -> Any : try : return _resolve_and_validate_call ( args = args , kwargs = kwargs , pydantic_func = vd , use_self = False , invoker = invoker , callee = _func , ) except Exception as e : if not is_debug () and isinstance ( e . __cause__ , ( ValidationError , LegacyValidationError ) ): e . __cause__ = None e . __suppress_context__ = True raise e . with_traceback ( remove_lib_from_traceback ( e . __traceback__ )) wrapper_function . vd = vd # type: ignore wrapper_function . validate = vd . init_model_instance # type: ignore wrapper_function . __wrapped__ = vd . raw_function # type: ignore wrapper_function . model = vd . model # type: ignore return wrapper_function if func : return validate ( func ) else : return validate","title":"validate_arguments"},{"location":"reference/registry/#confit.registry.get_default_registry","text":"Get the default registered registry. RETURNS DESCRIPTION Registry Source code in confit/registry.py 578 579 580 581 582 583 584 585 586 def get_default_registry () -> Any : \"\"\" Get the default registered registry. Returns ------- Registry \"\"\" return _default_registry","title":"get_default_registry"},{"location":"reference/registry/#confit.registry.set_default_registry","text":"Set the default registered registry. This is used in Config.resolve() when no registry is provided. PARAMETER DESCRIPTION registry TYPE: CustomRegistry RETURNS DESCRIPTION Registry Source code in confit/registry.py 592 593 594 595 596 597 598 599 600 601 602 603 604 605 606 607 def set_default_registry ( registry : CustomRegistry ) -> CustomRegistry : \"\"\" Set the default registered registry. This is used in [`Config.resolve()`][confit.config.Config.resolve] when no registry is provided. Parameters ---------- registry: Registry Returns ------- Registry \"\"\" global _default_registry _default_registry = registry return registry","title":"set_default_registry"},{"location":"reference/utils/","text":"confit.utils","title":"index"},{"location":"reference/utils/#confitutils","text":"","title":"confit.utils"},{"location":"reference/utils/collections/","text":"confit.utils.collections join_path ( path ) Join a path into a string and quotes subpaths that contain dots. PARAMETER DESCRIPTION path RETURNS DESCRIPTION str Source code in confit/utils/collections.py 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 def join_path ( path ): \"\"\" Join a path into a string and quotes subpaths that contain dots. Parameters ---------- path: Tuple[Union[int, str]] Returns ------- str \"\"\" return \".\" . join ( repr ( x ) if not isinstance ( x , str ) or split_path ( x . strip ()) != ( x ,) else x for x in path ) split_path ( path ) Split a path around \".\" into a tuple of strings and ints. If a sub-path is quoted, it will be returned as a full non-split string. PARAMETER DESCRIPTION path TYPE: str Source code in confit/utils/collections.py 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 def split_path ( path : str ) -> Tuple [ Union [ int , str ]]: \"\"\" Split a path around \".\" into a tuple of strings and ints. If a sub-path is quoted, it will be returned as a full non-split string. Parameters ---------- path: str Returns ------- \"\"\" offset = 0 result = [] for match in re . finditer ( KEY_PART , str ( path )): assert match . start () == offset , f \"Malformed path: { path !r} in config\" offset = match . end () part = next (( g for g in match . groups () if g is not None )) result . append ( int ( part ) if part . isdigit () else part ) if offset == len ( path ): break return tuple ( result ) flatten_sections ( root ) Flatten a nested dict of dicts into a \"flat\" dict of dict. PARAMETER DESCRIPTION root The root dict to flatten TYPE: Dict [ str , Any ] RETURNS DESCRIPTION Dict [ str , Dict [ str , Any ]] Source code in confit/utils/collections.py 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 def flatten_sections ( root : Dict [ str , Any ]) -> Dict [ str , Any ]: \"\"\" Flatten a nested dict of dicts into a \"flat\" dict of dict. Parameters ---------- root: Dict[str, Any] The root dict to flatten Returns ------- Dict[str, Dict[str, Any]] \"\"\" res = collections . defaultdict ( lambda : {}) def rec ( d , path ): res . setdefault ( join_path ( path ), {}) section = {} for k , v in d . items (): if isinstance ( v , dict ): rec ( v , ( * path , k )) else : section [ k ] = v res [ join_path ( path )] . update ( section ) rec ( root , ()) root_level = res . pop ( \"\" , None ) if root_level is not None and len ( root_level ) > 0 : raise Exception ( \"Cannot dump root level config\" , root_level ) return dict ( res )","title":"collections"},{"location":"reference/utils/collections/#confitutilscollections","text":"","title":"confit.utils.collections"},{"location":"reference/utils/collections/#confit.utils.collections.join_path","text":"Join a path into a string and quotes subpaths that contain dots. PARAMETER DESCRIPTION path RETURNS DESCRIPTION str Source code in confit/utils/collections.py 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 def join_path ( path ): \"\"\" Join a path into a string and quotes subpaths that contain dots. Parameters ---------- path: Tuple[Union[int, str]] Returns ------- str \"\"\" return \".\" . join ( repr ( x ) if not isinstance ( x , str ) or split_path ( x . strip ()) != ( x ,) else x for x in path )","title":"join_path"},{"location":"reference/utils/collections/#confit.utils.collections.split_path","text":"Split a path around \".\" into a tuple of strings and ints. If a sub-path is quoted, it will be returned as a full non-split string. PARAMETER DESCRIPTION path TYPE: str Source code in confit/utils/collections.py 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 def split_path ( path : str ) -> Tuple [ Union [ int , str ]]: \"\"\" Split a path around \".\" into a tuple of strings and ints. If a sub-path is quoted, it will be returned as a full non-split string. Parameters ---------- path: str Returns ------- \"\"\" offset = 0 result = [] for match in re . finditer ( KEY_PART , str ( path )): assert match . start () == offset , f \"Malformed path: { path !r} in config\" offset = match . end () part = next (( g for g in match . groups () if g is not None )) result . append ( int ( part ) if part . isdigit () else part ) if offset == len ( path ): break return tuple ( result )","title":"split_path"},{"location":"reference/utils/collections/#confit.utils.collections.flatten_sections","text":"Flatten a nested dict of dicts into a \"flat\" dict of dict. PARAMETER DESCRIPTION root The root dict to flatten TYPE: Dict [ str , Any ] RETURNS DESCRIPTION Dict [ str , Dict [ str , Any ]] Source code in confit/utils/collections.py 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 def flatten_sections ( root : Dict [ str , Any ]) -> Dict [ str , Any ]: \"\"\" Flatten a nested dict of dicts into a \"flat\" dict of dict. Parameters ---------- root: Dict[str, Any] The root dict to flatten Returns ------- Dict[str, Dict[str, Any]] \"\"\" res = collections . defaultdict ( lambda : {}) def rec ( d , path ): res . setdefault ( join_path ( path ), {}) section = {} for k , v in d . items (): if isinstance ( v , dict ): rec ( v , ( * path , k )) else : section [ k ] = v res [ join_path ( path )] . update ( section ) rec ( root , ()) root_level = res . pop ( \"\" , None ) if root_level is not None and len ( root_level ) > 0 : raise Exception ( \"Cannot dump root level config\" , root_level ) return dict ( res )","title":"flatten_sections"},{"location":"reference/utils/eval/","text":"confit.utils.eval Transformer Bases: NodeTransformer An ast NodeTransformer that only allows a subset of the Python AST. Source code in confit/utils/eval.py 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 class Transformer ( ast . NodeTransformer ): \"\"\" An ast NodeTransformer that only allows a subset of the Python AST. \"\"\" ALLOWED_NODE_TYPES = { \"Expression\" , \"Attribute\" , \"Slice\" , \"Subscript\" , \"Index\" , \"Constant\" , \"Tuple\" , \"Name\" , \"Load\" , \"Str\" , \"BinOp\" , \"Num\" , \"List\" , \"Dict\" , \"Set\" , \"Add\" , \"Sub\" , \"Mult\" , \"Div\" , \"FloorDiv\" , \"Mod\" , \"Pow\" , \"LShift\" , \"RShift\" , \"BitOr\" , \"BitXor\" , \"BitAnd\" , \"MatMult\" , \"And\" , \"Or\" , \"Compare\" , \"Eq\" , \"NotEq\" , \"Lt\" , \"LtE\" , \"Gt\" , \"GtE\" , \"Is\" , \"IsNot\" , \"In\" , \"NotIn\" , \"Starred\" , \"IfExp\" , } def generic_visit ( self , node ): \"\"\" Checks that the node type is allowed. \"\"\" nodetype = type ( node ) . __name__ if nodetype not in self . ALLOWED_NODE_TYPES : raise RuntimeError ( f \"Invalid expression: { nodetype } not allowed !\" ) return ast . NodeTransformer . generic_visit ( self , node ) generic_visit ( node ) Checks that the node type is allowed. Source code in confit/utils/eval.py 56 57 58 59 60 61 62 63 64 def generic_visit ( self , node ): \"\"\" Checks that the node type is allowed. \"\"\" nodetype = type ( node ) . __name__ if nodetype not in self . ALLOWED_NODE_TYPES : raise RuntimeError ( f \"Invalid expression: { nodetype } not allowed !\" ) return ast . NodeTransformer . generic_visit ( self , node ) safe_eval ( source , locals_dict = None ) Evaluate a Python string expression in a safe way. For instance, imports, function calls and builtins are disabled. PARAMETER DESCRIPTION source The expression to evaluate TYPE: str locals_dict The local variables to use in the evaluation TYPE: Optional [ Dict [ str , Any ]] DEFAULT: None RETURNS DESCRIPTION Any The result of the evaluation Source code in confit/utils/eval.py 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94 def safe_eval ( source : str , locals_dict : Optional [ Dict [ str , Any ]] = None ): \"\"\" Evaluate a Python string expression in a safe way. For instance, imports, function calls and builtins are disabled. Parameters ---------- source: str The expression to evaluate locals_dict: Optional[Dict[str, Any]] The local variables to use in the evaluation Returns ------- Any The result of the evaluation \"\"\" tree = ast . parse ( source , mode = \"eval\" ) transformer . visit ( tree ) clause = compile ( tree , \"\" , \"eval\" ) result = eval ( clause , { \"__builtins__\" : {}}, locals_dict ) return result","title":"eval"},{"location":"reference/utils/eval/#confitutilseval","text":"","title":"confit.utils.eval"},{"location":"reference/utils/eval/#confit.utils.eval.Transformer","text":"Bases: NodeTransformer An ast NodeTransformer that only allows a subset of the Python AST. Source code in confit/utils/eval.py 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 class Transformer ( ast . NodeTransformer ): \"\"\" An ast NodeTransformer that only allows a subset of the Python AST. \"\"\" ALLOWED_NODE_TYPES = { \"Expression\" , \"Attribute\" , \"Slice\" , \"Subscript\" , \"Index\" , \"Constant\" , \"Tuple\" , \"Name\" , \"Load\" , \"Str\" , \"BinOp\" , \"Num\" , \"List\" , \"Dict\" , \"Set\" , \"Add\" , \"Sub\" , \"Mult\" , \"Div\" , \"FloorDiv\" , \"Mod\" , \"Pow\" , \"LShift\" , \"RShift\" , \"BitOr\" , \"BitXor\" , \"BitAnd\" , \"MatMult\" , \"And\" , \"Or\" , \"Compare\" , \"Eq\" , \"NotEq\" , \"Lt\" , \"LtE\" , \"Gt\" , \"GtE\" , \"Is\" , \"IsNot\" , \"In\" , \"NotIn\" , \"Starred\" , \"IfExp\" , } def generic_visit ( self , node ): \"\"\" Checks that the node type is allowed. \"\"\" nodetype = type ( node ) . __name__ if nodetype not in self . ALLOWED_NODE_TYPES : raise RuntimeError ( f \"Invalid expression: { nodetype } not allowed !\" ) return ast . NodeTransformer . generic_visit ( self , node )","title":"Transformer"},{"location":"reference/utils/eval/#confit.utils.eval.Transformer.generic_visit","text":"Checks that the node type is allowed. Source code in confit/utils/eval.py 56 57 58 59 60 61 62 63 64 def generic_visit ( self , node ): \"\"\" Checks that the node type is allowed. \"\"\" nodetype = type ( node ) . __name__ if nodetype not in self . ALLOWED_NODE_TYPES : raise RuntimeError ( f \"Invalid expression: { nodetype } not allowed !\" ) return ast . NodeTransformer . generic_visit ( self , node )","title":"generic_visit"},{"location":"reference/utils/eval/#confit.utils.eval.safe_eval","text":"Evaluate a Python string expression in a safe way. For instance, imports, function calls and builtins are disabled. PARAMETER DESCRIPTION source The expression to evaluate TYPE: str locals_dict The local variables to use in the evaluation TYPE: Optional [ Dict [ str , Any ]] DEFAULT: None RETURNS DESCRIPTION Any The result of the evaluation Source code in confit/utils/eval.py 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94 def safe_eval ( source : str , locals_dict : Optional [ Dict [ str , Any ]] = None ): \"\"\" Evaluate a Python string expression in a safe way. For instance, imports, function calls and builtins are disabled. Parameters ---------- source: str The expression to evaluate locals_dict: Optional[Dict[str, Any]] The local variables to use in the evaluation Returns ------- Any The result of the evaluation \"\"\" tree = ast . parse ( source , mode = \"eval\" ) transformer . visit ( tree ) clause = compile ( tree , \"\" , \"eval\" ) result = eval ( clause , { \"__builtins__\" : {}}, locals_dict ) return result","title":"safe_eval"},{"location":"reference/utils/random/","text":"confit.utils.random set_seed Source code in confit/utils/random.py 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94 95 96 97 98 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 class set_seed : def __init__ ( self , seed , cuda : Optional [ bool ] = None ): \"\"\" Set seed values for random generators. If used as a context, restore the random state used before entering the context. Parameters ---------- seed: int Value used as a seed. cuda: bool Saves the cuda random states too \"\"\" # if seed is True: # seed = random.randint(1, 2**16) seed = random . randint ( 1 , 2 ** 16 ) if seed is True else seed self . state = get_random_generator_state ( cuda ) if seed is not None : random . seed ( seed ) try : import torch torch . manual_seed ( seed ) if cuda or ( cuda is None and torch . cuda . is_available () ): # pragma: no cover torch . cuda . manual_seed ( seed ) torch . cuda . manual_seed_all ( seed ) except ImportError : # pragma: no cover pass try : import numpy numpy . random . seed ( seed ) except ImportError : # pragma: no cover pass def __enter__ ( self ): return self def __exit__ ( self , exc_type , exc_val , exc_tb ): set_random_generator_state ( self . state ) __init__ ( seed , cuda = None ) Set seed values for random generators. If used as a context, restore the random state used before entering the context. PARAMETER DESCRIPTION seed Value used as a seed. cuda Saves the cuda random states too TYPE: Optional [ bool ] DEFAULT: None Source code in confit/utils/random.py 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94 95 96 97 98 99 100 101 102 103 104 105 106 107 def __init__ ( self , seed , cuda : Optional [ bool ] = None ): \"\"\" Set seed values for random generators. If used as a context, restore the random state used before entering the context. Parameters ---------- seed: int Value used as a seed. cuda: bool Saves the cuda random states too \"\"\" # if seed is True: # seed = random.randint(1, 2**16) seed = random . randint ( 1 , 2 ** 16 ) if seed is True else seed self . state = get_random_generator_state ( cuda ) if seed is not None : random . seed ( seed ) try : import torch torch . manual_seed ( seed ) if cuda or ( cuda is None and torch . cuda . is_available () ): # pragma: no cover torch . cuda . manual_seed ( seed ) torch . cuda . manual_seed_all ( seed ) except ImportError : # pragma: no cover pass try : import numpy numpy . random . seed ( seed ) except ImportError : # pragma: no cover pass get_random_generator_state ( cuda = None ) Get the torch , numpy and random random generator state. PARAMETER DESCRIPTION cuda Saves the cuda random states too DEFAULT: None RETURNS DESCRIPTION RandomGeneratorState Source code in confit/utils/random.py 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 def get_random_generator_state ( cuda = None ): \"\"\" Get the `torch`, `numpy` and `random` random generator state. Parameters ---------- cuda: bool Saves the cuda random states too Returns ------- RandomGeneratorState \"\"\" torch_state = torch_cuda_state = numpy_state = None random_state = random . getstate () try : import torch torch_state = torch . random . get_rng_state () if cuda or ( cuda is None and torch . cuda . is_available ()): # pragma: no cover torch_cuda_state = torch . cuda . get_rng_state_all () except ImportError : # pragma: no cover pass try : import numpy numpy_state = numpy . random . get_state () except ImportError : # pragma: no cover pass return RandomGeneratorState ( random_state , torch_state , numpy_state , torch_cuda_state , ) set_random_generator_state ( state ) Set the torch , numpy and random random generator state. PARAMETER DESCRIPTION state Source code in confit/utils/random.py 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 def set_random_generator_state ( state ): \"\"\" Set the `torch`, `numpy` and `random` random generator state. Parameters ---------- state: RandomGeneratorState \"\"\" random . setstate ( state . random ) if state . torch is not None : import torch torch . random . set_rng_state ( state . torch ) if ( state . torch_cuda is not None and torch . cuda . is_available () and len ( state . torch_cuda ) == torch . cuda . device_count () ): # pragma: no cover torch . cuda . set_rng_state_all ( state . torch_cuda ) if state . numpy is not None : import numpy numpy . random . set_state ( state . numpy )","title":"random"},{"location":"reference/utils/random/#confitutilsrandom","text":"","title":"confit.utils.random"},{"location":"reference/utils/random/#confit.utils.random.set_seed","text":"Source code in confit/utils/random.py 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94 95 96 97 98 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 class set_seed : def __init__ ( self , seed , cuda : Optional [ bool ] = None ): \"\"\" Set seed values for random generators. If used as a context, restore the random state used before entering the context. Parameters ---------- seed: int Value used as a seed. cuda: bool Saves the cuda random states too \"\"\" # if seed is True: # seed = random.randint(1, 2**16) seed = random . randint ( 1 , 2 ** 16 ) if seed is True else seed self . state = get_random_generator_state ( cuda ) if seed is not None : random . seed ( seed ) try : import torch torch . manual_seed ( seed ) if cuda or ( cuda is None and torch . cuda . is_available () ): # pragma: no cover torch . cuda . manual_seed ( seed ) torch . cuda . manual_seed_all ( seed ) except ImportError : # pragma: no cover pass try : import numpy numpy . random . seed ( seed ) except ImportError : # pragma: no cover pass def __enter__ ( self ): return self def __exit__ ( self , exc_type , exc_val , exc_tb ): set_random_generator_state ( self . state )","title":"set_seed"},{"location":"reference/utils/random/#confit.utils.random.set_seed.__init__","text":"Set seed values for random generators. If used as a context, restore the random state used before entering the context. PARAMETER DESCRIPTION seed Value used as a seed. cuda Saves the cuda random states too TYPE: Optional [ bool ] DEFAULT: None Source code in confit/utils/random.py 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94 95 96 97 98 99 100 101 102 103 104 105 106 107 def __init__ ( self , seed , cuda : Optional [ bool ] = None ): \"\"\" Set seed values for random generators. If used as a context, restore the random state used before entering the context. Parameters ---------- seed: int Value used as a seed. cuda: bool Saves the cuda random states too \"\"\" # if seed is True: # seed = random.randint(1, 2**16) seed = random . randint ( 1 , 2 ** 16 ) if seed is True else seed self . state = get_random_generator_state ( cuda ) if seed is not None : random . seed ( seed ) try : import torch torch . manual_seed ( seed ) if cuda or ( cuda is None and torch . cuda . is_available () ): # pragma: no cover torch . cuda . manual_seed ( seed ) torch . cuda . manual_seed_all ( seed ) except ImportError : # pragma: no cover pass try : import numpy numpy . random . seed ( seed ) except ImportError : # pragma: no cover pass","title":"__init__"},{"location":"reference/utils/random/#confit.utils.random.get_random_generator_state","text":"Get the torch , numpy and random random generator state. PARAMETER DESCRIPTION cuda Saves the cuda random states too DEFAULT: None RETURNS DESCRIPTION RandomGeneratorState Source code in confit/utils/random.py 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 def get_random_generator_state ( cuda = None ): \"\"\" Get the `torch`, `numpy` and `random` random generator state. Parameters ---------- cuda: bool Saves the cuda random states too Returns ------- RandomGeneratorState \"\"\" torch_state = torch_cuda_state = numpy_state = None random_state = random . getstate () try : import torch torch_state = torch . random . get_rng_state () if cuda or ( cuda is None and torch . cuda . is_available ()): # pragma: no cover torch_cuda_state = torch . cuda . get_rng_state_all () except ImportError : # pragma: no cover pass try : import numpy numpy_state = numpy . random . get_state () except ImportError : # pragma: no cover pass return RandomGeneratorState ( random_state , torch_state , numpy_state , torch_cuda_state , )","title":"get_random_generator_state"},{"location":"reference/utils/random/#confit.utils.random.set_random_generator_state","text":"Set the torch , numpy and random random generator state. PARAMETER DESCRIPTION state Source code in confit/utils/random.py 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 def set_random_generator_state ( state ): \"\"\" Set the `torch`, `numpy` and `random` random generator state. Parameters ---------- state: RandomGeneratorState \"\"\" random . setstate ( state . random ) if state . torch is not None : import torch torch . random . set_rng_state ( state . torch ) if ( state . torch_cuda is not None and torch . cuda . is_available () and len ( state . torch_cuda ) == torch . cuda . device_count () ): # pragma: no cover torch . cuda . set_rng_state_all ( state . torch_cuda ) if state . numpy is not None : import numpy numpy . random . set_state ( state . numpy )","title":"set_random_generator_state"},{"location":"reference/utils/settings/","text":"confit.utils.settings","title":"settings"},{"location":"reference/utils/settings/#confitutilssettings","text":"","title":"confit.utils.settings"},{"location":"reference/utils/xjson/","text":"confit.utils.xjson Reference A path reference to a value in the configuration. Source code in confit/utils/xjson.py 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 class Reference : \"\"\" A path reference to a value in the configuration. \"\"\" def __init__ ( self , value : str ): \"\"\" Parameters ---------- value: str The path to the value in the configuration. \"\"\" self . value = value def __repr__ ( self ): return f \"$ {{ { self . value } }} \" def __str__ ( self ): return self . __repr__ () def __eq__ ( self , other ): return self . value == other . value __init__ ( value ) PARAMETER DESCRIPTION value The path to the value in the configuration. TYPE: str Source code in confit/utils/xjson.py 12 13 14 15 16 17 18 19 def __init__ ( self , value : str ): \"\"\" Parameters ---------- value: str The path to the value in the configuration. \"\"\" self . value = value XJsonTransformer Bases: Transformer A Lark transformer to parse extended JSON. Source code in confit/utils/xjson.py 81 82 83 84 85 86 87 88 89 90 91 92 93 94 95 96 97 98 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126 127 128 129 130 131 132 133 134 135 136 137 138 139 140 141 142 143 class XJsonTransformer ( Transformer ): \"\"\" A Lark transformer to parse extended JSON. \"\"\" def __init__ ( self , input_string : str ): \"\"\" Parameters ---------- input_string: str The input string to parse. \"\"\" super () . __init__ () self . input_string = input_string def string ( self , s ): \"\"\"Parse string\"\"\" ( s ,) = s return ast . literal_eval ( s ) def float ( self , n ): \"\"\"Parse number\"\"\" ( n ,) = n return float ( n ) def int ( self , n ): \"\"\"Parse number\"\"\" ( n ,) = n return int ( n ) def reference ( self , tree : Tree ): \"\"\"Parse reference\"\"\" meta = tree [ 0 ] . meta return Reference ( self . input_string [ meta . start_pos : meta . end_pos ]) list = list tuple = tuple pair = tuple dict = dict def null ( self , _ ): \"\"\"Parse null\"\"\" return None def true ( self , _ ): \"\"\"Parse true\"\"\" return True def false ( self , _ ): \"\"\"Parse false\"\"\" return False def plus_inf ( self , _ ): \"\"\"Parse infinity\"\"\" return float ( \"inf\" ) def minus_inf ( self , _ ): \"\"\"Parse -infinity\"\"\" return - float ( \"inf\" ) def nan ( self , _ ): \"\"\"Parse nan\"\"\" return float ( \"nan\" ) __init__ ( input_string ) PARAMETER DESCRIPTION input_string The input string to parse. TYPE: str Source code in confit/utils/xjson.py 86 87 88 89 90 91 92 93 94 def __init__ ( self , input_string : str ): \"\"\" Parameters ---------- input_string: str The input string to parse. \"\"\" super () . __init__ () self . input_string = input_string string ( s ) Parse string Source code in confit/utils/xjson.py 96 97 98 99 def string ( self , s ): \"\"\"Parse string\"\"\" ( s ,) = s return ast . literal_eval ( s ) float ( n ) Parse number Source code in confit/utils/xjson.py 101 102 103 104 def float ( self , n ): \"\"\"Parse number\"\"\" ( n ,) = n return float ( n ) int ( n ) Parse number Source code in confit/utils/xjson.py 106 107 108 109 def int ( self , n ): \"\"\"Parse number\"\"\" ( n ,) = n return int ( n ) reference ( tree ) Parse reference Source code in confit/utils/xjson.py 111 112 113 114 def reference ( self , tree : Tree ): \"\"\"Parse reference\"\"\" meta = tree [ 0 ] . meta return Reference ( self . input_string [ meta . start_pos : meta . end_pos ]) null ( _ ) Parse null Source code in confit/utils/xjson.py 121 122 123 def null ( self , _ ): \"\"\"Parse null\"\"\" return None true ( _ ) Parse true Source code in confit/utils/xjson.py 125 126 127 def true ( self , _ ): \"\"\"Parse true\"\"\" return True false ( _ ) Parse false Source code in confit/utils/xjson.py 129 130 131 def false ( self , _ ): \"\"\"Parse false\"\"\" return False plus_inf ( _ ) Parse infinity Source code in confit/utils/xjson.py 133 134 135 def plus_inf ( self , _ ): \"\"\"Parse infinity\"\"\" return float ( \"inf\" ) minus_inf ( _ ) Parse -infinity Source code in confit/utils/xjson.py 137 138 139 def minus_inf ( self , _ ): \"\"\"Parse -infinity\"\"\" return - float ( \"inf\" ) nan ( _ ) Parse nan Source code in confit/utils/xjson.py 141 142 143 def nan ( self , _ ): \"\"\"Parse nan\"\"\" return float ( \"nan\" ) loads ( s ) Load an extended JSON string into a python object. Takes care of detecting references and tuples PARAMETER DESCRIPTION s TYPE: str RETURNS DESCRIPTION Any Source code in confit/utils/xjson.py 262 263 264 265 266 267 268 269 270 271 272 273 274 275 276 277 278 279 280 281 282 def loads ( s : str ): \"\"\" Load an extended JSON string into a python object. Takes care of detecting references and tuples Parameters ---------- s: str Returns ------- Any \"\"\" try : return XJsonTransformer ( s ) . transform ( _json_parser . parse ( s )) except Exception : # Fail if we suspect that it is a malformed object # (e.g. has ', \", {, }, [, ] in it) if set ( s ) & set ( \",' \\\" {} []$\" ): raise MalformedValueError ( s ) return s dumps ( o ) Dump a python object into an extended JSON string. Takes care of serializing references and tuples PARAMETER DESCRIPTION o TYPE: Any RETURNS DESCRIPTION str Source code in confit/utils/xjson.py 285 286 287 288 289 290 291 292 293 294 295 296 297 298 299 def dumps ( o : Any ): \"\"\" Dump a python object into an extended JSON string. Takes care of serializing references and tuples Parameters ---------- o: Any Returns ------- str \"\"\" res = \"\" . join ( _make_iterencode ()( o )) return res","title":"xjson"},{"location":"reference/utils/xjson/#confitutilsxjson","text":"","title":"confit.utils.xjson"},{"location":"reference/utils/xjson/#confit.utils.xjson.Reference","text":"A path reference to a value in the configuration. Source code in confit/utils/xjson.py 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 class Reference : \"\"\" A path reference to a value in the configuration. \"\"\" def __init__ ( self , value : str ): \"\"\" Parameters ---------- value: str The path to the value in the configuration. \"\"\" self . value = value def __repr__ ( self ): return f \"$ {{ { self . value } }} \" def __str__ ( self ): return self . __repr__ () def __eq__ ( self , other ): return self . value == other . value","title":"Reference"},{"location":"reference/utils/xjson/#confit.utils.xjson.Reference.__init__","text":"PARAMETER DESCRIPTION value The path to the value in the configuration. TYPE: str Source code in confit/utils/xjson.py 12 13 14 15 16 17 18 19 def __init__ ( self , value : str ): \"\"\" Parameters ---------- value: str The path to the value in the configuration. \"\"\" self . value = value","title":"__init__"},{"location":"reference/utils/xjson/#confit.utils.xjson.XJsonTransformer","text":"Bases: Transformer A Lark transformer to parse extended JSON. Source code in confit/utils/xjson.py 81 82 83 84 85 86 87 88 89 90 91 92 93 94 95 96 97 98 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126 127 128 129 130 131 132 133 134 135 136 137 138 139 140 141 142 143 class XJsonTransformer ( Transformer ): \"\"\" A Lark transformer to parse extended JSON. \"\"\" def __init__ ( self , input_string : str ): \"\"\" Parameters ---------- input_string: str The input string to parse. \"\"\" super () . __init__ () self . input_string = input_string def string ( self , s ): \"\"\"Parse string\"\"\" ( s ,) = s return ast . literal_eval ( s ) def float ( self , n ): \"\"\"Parse number\"\"\" ( n ,) = n return float ( n ) def int ( self , n ): \"\"\"Parse number\"\"\" ( n ,) = n return int ( n ) def reference ( self , tree : Tree ): \"\"\"Parse reference\"\"\" meta = tree [ 0 ] . meta return Reference ( self . input_string [ meta . start_pos : meta . end_pos ]) list = list tuple = tuple pair = tuple dict = dict def null ( self , _ ): \"\"\"Parse null\"\"\" return None def true ( self , _ ): \"\"\"Parse true\"\"\" return True def false ( self , _ ): \"\"\"Parse false\"\"\" return False def plus_inf ( self , _ ): \"\"\"Parse infinity\"\"\" return float ( \"inf\" ) def minus_inf ( self , _ ): \"\"\"Parse -infinity\"\"\" return - float ( \"inf\" ) def nan ( self , _ ): \"\"\"Parse nan\"\"\" return float ( \"nan\" )","title":"XJsonTransformer"},{"location":"reference/utils/xjson/#confit.utils.xjson.XJsonTransformer.__init__","text":"PARAMETER DESCRIPTION input_string The input string to parse. TYPE: str Source code in confit/utils/xjson.py 86 87 88 89 90 91 92 93 94 def __init__ ( self , input_string : str ): \"\"\" Parameters ---------- input_string: str The input string to parse. \"\"\" super () . __init__ () self . input_string = input_string","title":"__init__"},{"location":"reference/utils/xjson/#confit.utils.xjson.XJsonTransformer.string","text":"Parse string Source code in confit/utils/xjson.py 96 97 98 99 def string ( self , s ): \"\"\"Parse string\"\"\" ( s ,) = s return ast . literal_eval ( s )","title":"string"},{"location":"reference/utils/xjson/#confit.utils.xjson.XJsonTransformer.float","text":"Parse number Source code in confit/utils/xjson.py 101 102 103 104 def float ( self , n ): \"\"\"Parse number\"\"\" ( n ,) = n return float ( n )","title":"float"},{"location":"reference/utils/xjson/#confit.utils.xjson.XJsonTransformer.int","text":"Parse number Source code in confit/utils/xjson.py 106 107 108 109 def int ( self , n ): \"\"\"Parse number\"\"\" ( n ,) = n return int ( n )","title":"int"},{"location":"reference/utils/xjson/#confit.utils.xjson.XJsonTransformer.reference","text":"Parse reference Source code in confit/utils/xjson.py 111 112 113 114 def reference ( self , tree : Tree ): \"\"\"Parse reference\"\"\" meta = tree [ 0 ] . meta return Reference ( self . input_string [ meta . start_pos : meta . end_pos ])","title":"reference"},{"location":"reference/utils/xjson/#confit.utils.xjson.XJsonTransformer.null","text":"Parse null Source code in confit/utils/xjson.py 121 122 123 def null ( self , _ ): \"\"\"Parse null\"\"\" return None","title":"null"},{"location":"reference/utils/xjson/#confit.utils.xjson.XJsonTransformer.true","text":"Parse true Source code in confit/utils/xjson.py 125 126 127 def true ( self , _ ): \"\"\"Parse true\"\"\" return True","title":"true"},{"location":"reference/utils/xjson/#confit.utils.xjson.XJsonTransformer.false","text":"Parse false Source code in confit/utils/xjson.py 129 130 131 def false ( self , _ ): \"\"\"Parse false\"\"\" return False","title":"false"},{"location":"reference/utils/xjson/#confit.utils.xjson.XJsonTransformer.plus_inf","text":"Parse infinity Source code in confit/utils/xjson.py 133 134 135 def plus_inf ( self , _ ): \"\"\"Parse infinity\"\"\" return float ( \"inf\" )","title":"plus_inf"},{"location":"reference/utils/xjson/#confit.utils.xjson.XJsonTransformer.minus_inf","text":"Parse -infinity Source code in confit/utils/xjson.py 137 138 139 def minus_inf ( self , _ ): \"\"\"Parse -infinity\"\"\" return - float ( \"inf\" )","title":"minus_inf"},{"location":"reference/utils/xjson/#confit.utils.xjson.XJsonTransformer.nan","text":"Parse nan Source code in confit/utils/xjson.py 141 142 143 def nan ( self , _ ): \"\"\"Parse nan\"\"\" return float ( \"nan\" )","title":"nan"},{"location":"reference/utils/xjson/#confit.utils.xjson.loads","text":"Load an extended JSON string into a python object. Takes care of detecting references and tuples PARAMETER DESCRIPTION s TYPE: str RETURNS DESCRIPTION Any Source code in confit/utils/xjson.py 262 263 264 265 266 267 268 269 270 271 272 273 274 275 276 277 278 279 280 281 282 def loads ( s : str ): \"\"\" Load an extended JSON string into a python object. Takes care of detecting references and tuples Parameters ---------- s: str Returns ------- Any \"\"\" try : return XJsonTransformer ( s ) . transform ( _json_parser . parse ( s )) except Exception : # Fail if we suspect that it is a malformed object # (e.g. has ', \", {, }, [, ] in it) if set ( s ) & set ( \",' \\\" {} []$\" ): raise MalformedValueError ( s ) return s","title":"loads"},{"location":"reference/utils/xjson/#confit.utils.xjson.dumps","text":"Dump a python object into an extended JSON string. Takes care of serializing references and tuples PARAMETER DESCRIPTION o TYPE: Any RETURNS DESCRIPTION str Source code in confit/utils/xjson.py 285 286 287 288 289 290 291 292 293 294 295 296 297 298 299 def dumps ( o : Any ): \"\"\" Dump a python object into an extended JSON string. Takes care of serializing references and tuples Parameters ---------- o: Any Returns ------- str \"\"\" res = \"\" . join ( _make_iterencode ()( o )) return res","title":"dumps"},{"location":"en/reference/","text":"confit","title":"confit"},{"location":"en/reference/cli/","text":"confit.cli Cli Bases: Typer Custom Typer object that: validates a command parameters before executing it accepts a configuration file describing the parameters automatically instantiates parameters given a dictionary when type hinted Source code in confit/cli.py 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94 95 96 97 98 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126 127 128 129 130 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 150 151 152 153 154 155 156 157 158 159 160 161 162 163 164 165 166 167 168 169 170 171 172 173 174 175 176 177 178 179 180 class Cli ( Typer ): \"\"\" Custom Typer object that: - validates a command parameters before executing it - accepts a configuration file describing the parameters - automatically instantiates parameters given a dictionary when type hinted \"\"\" def command ( # noqa self , name , * , cls : Optional [ Type [ TyperCommand ]] = None , context_settings : Optional [ Dict [ Any , Any ]] = None , help : Optional [ str ] = None , epilog : Optional [ str ] = None , short_help : Optional [ str ] = None , options_metavar : str = \"[OPTIONS]\" , add_help_option : bool = True , no_args_is_help : bool = False , hidden : bool = False , deprecated : bool = False , # Rich settings rich_help_panel : Union [ str , None ] = Default ( None ), registry : Any = None , ) -> Callable [[ CommandFunctionType ], CommandFunctionType ]: typer_command = super () . command ( name = name , cls = cls , help = help , epilog = epilog , short_help = short_help , options_metavar = options_metavar , add_help_option = add_help_option , no_args_is_help = no_args_is_help , hidden = hidden , deprecated = deprecated , rich_help_panel = rich_help_panel , context_settings = { ** ( context_settings or {}), \"ignore_unknown_options\" : True , \"allow_extra_args\" : True , }, ) def wrapper ( fn ): validated = validate_arguments ( fn ) @typer_command def command ( ctx : Context , config : Optional [ List [ Path ]] = None ): config_path = config has_meta = _fn_has_meta ( fn ) if config_path : config , name_from_file = merge_from_disk ( config_path ) else : config = Config ({ name : {}}) model_fields = ( validated . model . model_fields if hasattr ( validated . model , \"model_fields\" ) else validated . model . __fields__ ) for k , v in parse_overrides ( ctx . args ) . items (): if \".\" not in k : parts = ( name , k ) else : parts = k . split ( \".\" ) if parts [ 0 ] in model_fields and parts [ 0 ] not in config : parts = ( name , * parts ) current = config if parts [ 0 ] not in current : raise Exception ( f \" { k } does not match any existing section in config\" ) for part in parts [: - 1 ]: current = current . setdefault ( part , Config ()) current [ parts [ - 1 ]] = v try : default_seed = model_fields . get ( \"seed\" ) if default_seed is not None : default_seed = default_seed . get_default () seed = Config . resolve ( config . get ( name , {}) . get ( \"seed\" , default_seed ), registry = registry , root = config , ) if seed is not None : set_seed ( seed ) resolved_config = Config ( config [ name ]) . resolve ( registry = registry , root = config ) if has_meta : config_meta = dict ( config_path = config_path , resolved_config = resolved_config , unresolved_config = config , ) return validated ( ** resolved_config , config_meta = config_meta , ) else : return validated ( ** resolved_config ) except ( LegacyValidationError , ConfitValidationError ) as e : e . raw_errors = patch_errors ( e . raw_errors , ( name ,), ) if is_debug () or e . __cause__ is not None : raise e try : import rich console = rich . console . Console ( stderr = True ) console . print ( \"Validation error:\" , style = \"red\" , end = \" \" ) console . print ( str ( e )) except ImportError : # pragma: no cover print ( \"Validation error:\" , file = sys . stderr , end = \" \" ) print ( str ( e ), file = sys . stderr ) sys . exit ( 1 ) except KeyboardInterrupt as e : # pragma: no cover raise Exception ( \"Interrupted by user\" ) from e return validated return wrapper parse_overrides ( args ) Parse the overrides from the command line into a dictionary of key-value pairs. PARAMETER DESCRIPTION args The arguments to parse TYPE: List [ str ] RETURNS DESCRIPTION Dict [ str , Any ] The parsed overrides as a dictionary Source code in confit/cli.py 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 def parse_overrides ( args : List [ str ]) -> Dict [ str , Any ]: \"\"\" Parse the overrides from the command line into a dictionary of key-value pairs. Parameters ---------- args: List[str] The arguments to parse Returns ------- Dict[str, Any] The parsed overrides as a dictionary \"\"\" result = {} while args : opt = args . pop ( 0 ) err = f \"Invalid config override ' { opt } '\" if opt . startswith ( \"--\" ): # new argument opt = opt . replace ( \"--\" , \"\" ) if \"=\" in opt : # we have --opt=value opt , value = opt . split ( \"=\" , 1 ) else : if not args or args [ 0 ] . startswith ( \"--\" ): # flag with no value value = \"true\" else : value = args . pop ( 0 ) opt = opt . replace ( \"-\" , \"_\" ) result [ opt ] = loads ( value ) else : secho ( f \" { err } : doesn't support shorthands\" , fg = colors . RED ) exit ( 1 ) return result","title":"confit.cli"},{"location":"en/reference/config/","text":"confit.config Config Bases: dict The configuration system consists of a supercharged dict, the Config class, that can be used to read and write to cfg files, interpolate variables and instantiate components through the registry with some special @factory keys. A cfg file can be used directly as an input to a CLI-decorated function. Source code in confit/config.py 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94 95 96 97 98 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126 127 128 129 130 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 150 151 152 153 154 155 156 157 158 159 160 161 162 163 164 165 166 167 168 169 170 171 172 173 174 175 176 177 178 179 180 181 182 183 184 185 186 187 188 189 190 191 192 193 194 195 196 197 198 199 200 201 202 203 204 205 206 207 208 209 210 211 212 213 214 215 216 217 218 219 220 221 222 223 224 225 226 227 228 229 230 231 232 233 234 235 236 237 238 239 240 241 242 243 244 245 246 247 248 249 250 251 252 253 254 255 256 257 258 259 260 261 262 263 264 265 266 267 268 269 270 271 272 273 274 275 276 277 278 279 280 281 282 283 284 285 286 287 288 289 290 291 292 293 294 295 296 297 298 299 300 301 302 303 304 305 306 307 308 309 310 311 312 313 314 315 316 317 318 319 320 321 322 323 324 325 326 327 328 329 330 331 332 333 334 335 336 337 338 339 340 341 342 343 344 345 346 347 348 349 350 351 352 353 354 355 356 357 358 359 360 361 362 363 364 365 366 367 368 369 370 371 372 373 374 375 376 377 378 379 380 381 382 383 384 385 386 387 388 389 390 391 392 393 394 395 396 397 398 399 400 401 402 403 404 405 406 407 408 409 410 411 412 413 414 415 416 417 418 419 420 421 422 423 424 425 426 427 428 429 430 431 432 433 434 435 436 437 438 439 440 441 442 443 444 445 446 447 448 449 450 451 452 453 454 455 456 457 458 459 460 461 462 463 464 465 466 467 468 469 470 471 472 473 474 475 476 477 478 479 480 481 482 483 484 485 486 487 488 489 490 491 492 493 494 495 496 497 498 499 500 501 502 503 504 505 506 507 508 509 510 511 512 513 514 515 516 517 518 519 520 521 522 523 524 525 526 527 528 529 530 531 532 533 534 535 536 537 538 539 540 541 542 543 544 545 546 547 548 549 550 551 552 553 554 555 556 557 558 559 560 561 562 563 564 565 566 567 568 569 570 571 572 573 574 575 576 577 578 579 580 581 582 583 584 585 586 587 588 589 590 591 class Config ( dict ): \"\"\" The configuration system consists of a supercharged dict, the `Config` class, that can be used to read and write to `cfg` files, interpolate variables and instantiate components through the registry with some special `@factory` keys. A cfg file can be used directly as an input to a CLI-decorated function. \"\"\" def __init__ ( self , * args : Any , ** kwargs : Any ): \"\"\" A new config object can be instantiated either from a dict as a positional argument, or from keyword arguments. Only one of these two options can be used at a time. Parameters ---------- args: Any kwargs: Any \"\"\" if len ( args ) == 1 and isinstance ( args [ 0 ], dict ): assert len ( kwargs ) == 0 kwargs = args [ 0 ] super () . __init__ ( ** kwargs ) @classmethod def from_cfg_str ( cls , s : str , resolve : bool = False , registry : Any = None ) -> Any : \"\"\" Load a config object from a config string Parameters ---------- s: Union[str, Path] The cfg config string resolve Whether to resolve sections with '@' keys registry Optional registry to resolve from. If None, the default registry will be used. Returns ------- Config \"\"\" parser = ConfigParser ( interpolation = None ) parser . optionxform = str parser . read_string ( s ) config = Config () for section in parser . sections (): parts = split_path ( section ) current = config for part in parts : if part not in current : current [ part ] = current = Config () else : current = current [ part ] current . clear () errors = [] for k , v in parser . items ( section ): path = split_path ( k ) for part in path [: - 1 ]: if part not in current : current [ part ] = current = Config () else : current = current [ part ] try : current [ path [ - 1 ]] = loads ( v ) except ValueError as e : errors . append ( ErrorWrapper ( e , loc = path )) if errors : raise ConfitValidationError ( errors = errors ) if resolve : return config . resolve ( registry = registry ) return config @classmethod def from_yaml_str ( cls , s : str , resolve : bool = False , registry : Any = None ) -> Any : import yaml class ConfitYamlLoader ( yaml . SafeLoader ): def construct_object ( self , x , deep = False ): if isinstance ( x , yaml . ScalarNode ): if x . style == '\"' or x . style == \"'\" : return loads ( x . style + x . value + x . style ) return loads ( x . value ) return super () . construct_object ( x , deep ) stream = StringIO ( s ) config = Config ( yaml . load ( stream , Loader = ConfitYamlLoader )) if resolve : return config . resolve ( registry = registry ) return config @classmethod def from_disk ( cls , path : Union [ str , Path ], resolve : bool = False , registry : Any = None ) -> \"Config\" : \"\"\" Load a config object from a '.cfg' file Parameters ---------- path: Union[str, Path] The path to the config object resolve Whether to resolve mappings with '@' keys registry Optional registry to resolve from. If None, the default registry will be used. Returns ------- Config \"\"\" s = Path ( path ) . read_text ( encoding = \"utf-8\" ) path_str = str ( path ) if path_str . endswith ( \".yaml\" ) or path_str . endswith ( \".yml\" ): return cls . from_yaml_str ( s , resolve = resolve , registry = registry ) else : return cls . from_cfg_str ( s , resolve = resolve , registry = registry ) from_str = from_cfg_str def to_disk ( self , path : Union [ str , Path ]): \"\"\" Export a config to the disk (usually to a .cfg file) Parameters ---------- path: Union[str, path] \"\"\" path_str = str ( path ) if path_str . endswith ( \".yaml\" ) or path_str . endswith ( \".yml\" ): s = self . to_yaml_str () else : s = Config . to_str ( self ) Path ( path ) . write_text ( s , encoding = \"utf-8\" ) def serialize ( self : Any ): \"\"\" Try to convert non-serializable objects using the RESOLVED_TO_CONFIG object back to their original catalogue + params form We try to preserve referential equalities between non dict/list/tuple objects by serializing subsequent references to the same object as references to its first occurrence in the tree. ```python a = A() # serializable object cfg = {\"a\": a, \"b\": a} print(Config.serialize(cfg)) # Out: {\"a\": {...}, \"b\": Reference(\"a\")} ``` Returns ------- Config \"\"\" refs = {} # Temp memory to avoid objects being garbage collected mem = [] def is_simple ( o ): return o is None or isinstance ( o , ( str , int , float , bool , Reference )) def rec ( o : Any , path : Loc = ()): if id ( o ) in refs : return refs [ id ( o )] if is_simple ( o ): return o if isinstance ( o , collections . abc . Mapping ): items = sorted ( o . items (), key = lambda x : 1 if ( is_simple ( x [ 1 ]) or isinstance ( x [ 1 ], ( collections . abc . Mapping , list , tuple )) ) else 0 , ) serialized = { k : rec ( v , ( * path , k )) for k , v in items } serialized = { k : serialized [ k ] for k in o . keys ()} mem . append ( o ) refs [ id ( o )] = Reference ( join_path ( path )) if isinstance ( o , Config ): serialized = Config ( serialized ) return serialized if isinstance ( o , ( list , tuple )): mem . append ( o ) refs [ id ( o )] = Reference ( join_path ( path )) return type ( o )( rec ( v , ( * path , i )) for i , v in enumerate ( o )) cfg = None try : cfg = ( cfg or Config ()) . merge ( RESOLVED_TO_CONFIG [ o ]) except ( KeyError , TypeError ): pass try : cfg = ( cfg or Config ()) . merge ( o . cfg ) except ( AttributeError , TypeError ): pass if cfg is not None : mem . append ( o ) refs [ id ( o )] = Reference ( join_path ( path )) return rec ( cfg , path ) try : return pydantic_core . to_jsonable_python ( o ) except Exception : raise TypeError ( f \"Cannot dump { o !r} at { join_path ( path ) } \" ) return rec ( self ) def to_cfg_str ( self ): \"\"\" Export a config to a string in the cfg format by serializing it first Returns ------- str \"\"\" additional_sections = {} prepared = flatten_sections ( Config . serialize ( self )) prepared . update ( flatten_sections ( additional_sections )) parser = ConfigParser ( interpolation = None ) parser . optionxform = str for section_name , section in prepared . items (): parser . add_section ( section_name ) parser [ section_name ] . update ( { join_path (( k ,)): dumps ( v ) for k , v in section . items ()} ) s = StringIO () parser . write ( s ) return s . getvalue () def to_yaml_str ( self ): import yaml class ConfitYamlDumper ( yaml . SafeDumper ): def __init__ ( self , * args , ** kwargs ): super () . __init__ ( * args , ** kwargs ) def represent_ref ( self , node ): return super () . represent_scalar ( \"tag:yaml.org,2002:str\" , str ( node )) def represent_str ( self , data ): node = super () . represent_scalar ( \"tag:yaml.org,2002:str\" , data ) if set ( \",' \\\" {} []$ \\n\\t \" ) & set ( data ): node . style = \"'\" if data . count ( '\"' ) > data . count ( \"'\" ) else '\"' return node yaml_representers = { ** yaml . SafeDumper . yaml_representers , Config : yaml . SafeDumper . represent_dict , Reference : represent_ref , str : represent_str , } return yaml . dump ( self . serialize (), Dumper = ConfitYamlDumper , sort_keys = False , indent = 4 ) to_str = to_cfg_str def resolve ( self , deep = True , registry : Any = None , root : Mapping = None ) -> Any : \"\"\" Resolves the parts of the nested config object with @ variables using a registry, and then interpolate references in the config. Parameters ---------- deep: bool Should we resolve deeply registry: Registry to use when resolving root: Mapping The root of the config tree. Used for resolving references. Returns ------- Union[Config, Any] \"\"\" if root is None : root = self if registry is None : from .registry import get_default_registry registry = get_default_registry () resolved_locs = {} seen_locs = set () def resolve_reference ( ref : Reference ) -> Any : pat = re . compile ( PATH + \":?\" ) def replace ( match : re . Match ): start = match . start () if start > 0 and ref . value [ start - 1 ] == \":\" : return match . group () path = match . group () parts = split_path ( path . rstrip ( \":\" )) # Check if part is any special python keyword if len ( parts ) == 1 and parts [ 0 ] in keyword . kwlist : return match . group () try : return local_names [ parts ] + ( \".\" if path . endswith ( \":\" ) else \"\" ) except KeyError : raise KeyError ( path ) local_names = {} for match in pat . finditer ( ref . value ): start = match . start () if start > 0 and ref . value [ start - 1 ] == \":\" : continue path = match . group () parts = split_path ( path . rstrip ( \":\" )) if len ( parts ) == 1 and parts [ 0 ] in keyword . kwlist : continue local_names . setdefault ( parts , f \"var_ { len ( local_names ) } \" ) local_leaves = DynamicLocals ( local_names , root , resolved_locs , rec ) replaced = pat . sub ( replace , ref . value ) res = safe_eval ( replaced , local_leaves ) return res def rec ( obj , loc : Tuple [ Union [ str , int ]] = ()): \"\"\" Parameters ---------- obj: Any The current object being resolved loc: Sequence[str] Internal variable Current path in tree Returns ------- \"\"\" if id ( obj ) in resolved_locs : return resolved_locs [ id ( obj )] if id ( obj ) in seen_locs : raise CyclicReferenceError ( tuple ( loc )) seen_locs . add ( id ( obj )) if not deep and len ( loc ) > 1 : return obj if isinstance ( obj , Mapping ): resolved = Config ({ k : rec ( v , ( * loc , k )) for k , v in obj . items ()}) registries = [ ( key , value , getattr ( registry , key [ 1 :])) for key , value in resolved . items () if key . startswith ( \"@\" ) ] assert ( len ( registries ) <= 1 ), f \"Cannot resolve using multiple registries at { '.' . join ( loc ) } \" if len ( registries ) == 1 : cfg = resolved params = dict ( resolved ) params . pop ( registries [ 0 ][ 0 ]) fn = registries [ 0 ][ 2 ] . get ( registries [ 0 ][ 1 ]) try : resolved = fn ( ** params ) # The `validate_arguments` decorator has most likely # already put the resolved config in the registry # but for components that are instantiated without it # we need to do it here Config . _store_resolved ( resolved , cfg ) except ConfitValidationError as e : e = ConfitValidationError ( errors = patch_errors ( e . raw_errors , loc , params ), model = e . model , name = getattr ( e , \"name\" , None ), ) . with_traceback ( remove_lib_from_traceback ( e . __traceback__ )) if not is_debug (): e . __cause__ = None e . __suppress_context__ = True raise e elif isinstance ( obj , list ): resolved = [ rec ( v , ( * loc , i )) for i , v in enumerate ( obj )] elif isinstance ( obj , tuple ): resolved = tuple ( rec ( v , ( * loc , i )) for i , v in enumerate ( obj )) elif isinstance ( obj , Reference ): while True : try : resolved = resolve_reference ( obj ) break except ( KeyError , NameError ): raise MissingReference ( obj ) else : resolved = obj resolved_locs [ id ( obj )] = resolved return resolved return rec ( self , ()) def merge ( self , * updates : Union [ Dict [ str , Any ], \"Config\" ], remove_extra : bool = False , ) -> \"Config\" : \"\"\" Deep merge two configs. Heavily inspired from `thinc`'s config merge function. Parameters ---------- updates: Union[Config, Dict] Configs to update the original config remove_extra: If true, restricts update to keys that existed in the original config Returns ------- The new config \"\"\" def deep_set ( current , path , val ): if path not in current and remove_extra : return current [ path ] = val def rec ( old , new ): for key , new_val in list ( new . items ()): if \".\" in key : deep_set ( old , key , new_val ) continue if key not in old : if remove_extra : continue else : old [ key ] = new_val continue old_val = old [ key ] if isinstance ( old_val , dict ) and isinstance ( new_val , dict ): old_resolver = next (( k for k in old_val if k . startswith ( \"@\" )), None ) new_resolver = next (( k for k in new_val if k . startswith ( \"@\" )), None ) if ( new_resolver is not None and old_resolver is not None and ( old_resolver != new_resolver or old_val . get ( old_resolver ) != new_val . get ( new_resolver ) ) ): old [ key ] = new_val else : rec ( old [ key ], new_val ) else : old [ key ] = new_val return old config = self . copy () for u in updates : rec ( config , u ) return config def copy ( self : T ) -> T : \"\"\" Deep copy of the config, but not of the underlying data. Should also work with other types of objects (e.g. lists, tuples, etc.) ``` Config.copy([1, 2, {\"ok\": 3}}]) == [1, 2, {\"ok\": 3}] ``` Returns ------- Any \"\"\" seen = {} def rec ( obj ): if id ( obj ) in seen : return seen [ id ( obj )] seen [ id ( obj )] = obj if isinstance ( obj , ( Config , dict )): return type ( obj )( { k : rec ( v ) for k , v in obj . items ()}, ) elif isinstance ( obj , list ): return [ rec ( v ) for v in obj ] elif isinstance ( obj , tuple ): return tuple ( rec ( v ) for v in obj ) elif isinstance ( obj , Reference ): return Reference ( obj . value ) else : return obj copy = rec ( self ) return copy @classmethod def _store_resolved ( cls , resolved : Any , config : Dict [ str , Any ]): \"\"\" Adds a resolved object to the RESOLVED_TO_CONFIG dict for later retrieval during serialization ([`.serialize`][confit.config.Config.serialize]) Parameters ---------- resolved: Any config: Config \"\"\" try : RESOLVED_TO_CONFIG [ resolved ] = config except TypeError : pass __init__ ( * args , ** kwargs ) A new config object can be instantiated either from a dict as a positional argument, or from keyword arguments. Only one of these two options can be used at a time. PARAMETER DESCRIPTION args TYPE: Any DEFAULT: () kwargs TYPE: Any DEFAULT: {} Source code in confit/config.py 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 def __init__ ( self , * args : Any , ** kwargs : Any ): \"\"\" A new config object can be instantiated either from a dict as a positional argument, or from keyword arguments. Only one of these two options can be used at a time. Parameters ---------- args: Any kwargs: Any \"\"\" if len ( args ) == 1 and isinstance ( args [ 0 ], dict ): assert len ( kwargs ) == 0 kwargs = args [ 0 ] super () . __init__ ( ** kwargs ) from_cfg_str ( s , resolve = False , registry = None ) classmethod Load a config object from a config string PARAMETER DESCRIPTION s The cfg config string TYPE: str resolve Whether to resolve sections with '@' keys TYPE: bool DEFAULT: False registry Optional registry to resolve from. If None, the default registry will be used. TYPE: Any DEFAULT: None RETURNS DESCRIPTION Config Source code in confit/config.py 85 86 87 88 89 90 91 92 93 94 95 96 97 98 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126 127 128 129 130 131 132 133 134 135 136 137 138 139 @classmethod def from_cfg_str ( cls , s : str , resolve : bool = False , registry : Any = None ) -> Any : \"\"\" Load a config object from a config string Parameters ---------- s: Union[str, Path] The cfg config string resolve Whether to resolve sections with '@' keys registry Optional registry to resolve from. If None, the default registry will be used. Returns ------- Config \"\"\" parser = ConfigParser ( interpolation = None ) parser . optionxform = str parser . read_string ( s ) config = Config () for section in parser . sections (): parts = split_path ( section ) current = config for part in parts : if part not in current : current [ part ] = current = Config () else : current = current [ part ] current . clear () errors = [] for k , v in parser . items ( section ): path = split_path ( k ) for part in path [: - 1 ]: if part not in current : current [ part ] = current = Config () else : current = current [ part ] try : current [ path [ - 1 ]] = loads ( v ) except ValueError as e : errors . append ( ErrorWrapper ( e , loc = path )) if errors : raise ConfitValidationError ( errors = errors ) if resolve : return config . resolve ( registry = registry ) return config from_disk ( path , resolve = False , registry = None ) classmethod Load a config object from a '.cfg' file PARAMETER DESCRIPTION path The path to the config object TYPE: Union [ str , Path ] resolve Whether to resolve mappings with '@' keys TYPE: bool DEFAULT: False registry Optional registry to resolve from. If None, the default registry will be used. TYPE: Any DEFAULT: None RETURNS DESCRIPTION Config Source code in confit/config.py 160 161 162 163 164 165 166 167 168 169 170 171 172 173 174 175 176 177 178 179 180 181 182 183 184 185 186 @classmethod def from_disk ( cls , path : Union [ str , Path ], resolve : bool = False , registry : Any = None ) -> \"Config\" : \"\"\" Load a config object from a '.cfg' file Parameters ---------- path: Union[str, Path] The path to the config object resolve Whether to resolve mappings with '@' keys registry Optional registry to resolve from. If None, the default registry will be used. Returns ------- Config \"\"\" s = Path ( path ) . read_text ( encoding = \"utf-8\" ) path_str = str ( path ) if path_str . endswith ( \".yaml\" ) or path_str . endswith ( \".yml\" ): return cls . from_yaml_str ( s , resolve = resolve , registry = registry ) else : return cls . from_cfg_str ( s , resolve = resolve , registry = registry ) to_disk ( path ) Export a config to the disk (usually to a .cfg file) PARAMETER DESCRIPTION path TYPE: Union [ str , Path ] Source code in confit/config.py 190 191 192 193 194 195 196 197 198 199 200 201 202 203 def to_disk ( self , path : Union [ str , Path ]): \"\"\" Export a config to the disk (usually to a .cfg file) Parameters ---------- path: Union[str, path] \"\"\" path_str = str ( path ) if path_str . endswith ( \".yaml\" ) or path_str . endswith ( \".yml\" ): s = self . to_yaml_str () else : s = Config . to_str ( self ) Path ( path ) . write_text ( s , encoding = \"utf-8\" ) serialize () Try to convert non-serializable objects using the RESOLVED_TO_CONFIG object back to their original catalogue + params form We try to preserve referential equalities between non dict/list/tuple objects by serializing subsequent references to the same object as references to its first occurrence in the tree. a = A () # serializable object cfg = { \"a\" : a , \"b\" : a } print ( Config . serialize ( cfg )) # Out: {\"a\": {...}, \"b\": Reference(\"a\")} RETURNS DESCRIPTION Config Source code in confit/config.py 205 206 207 208 209 210 211 212 213 214 215 216 217 218 219 220 221 222 223 224 225 226 227 228 229 230 231 232 233 234 235 236 237 238 239 240 241 242 243 244 245 246 247 248 249 250 251 252 253 254 255 256 257 258 259 260 261 262 263 264 265 266 267 268 269 270 271 272 273 274 275 276 277 def serialize ( self : Any ): \"\"\" Try to convert non-serializable objects using the RESOLVED_TO_CONFIG object back to their original catalogue + params form We try to preserve referential equalities between non dict/list/tuple objects by serializing subsequent references to the same object as references to its first occurrence in the tree. ```python a = A() # serializable object cfg = {\"a\": a, \"b\": a} print(Config.serialize(cfg)) # Out: {\"a\": {...}, \"b\": Reference(\"a\")} ``` Returns ------- Config \"\"\" refs = {} # Temp memory to avoid objects being garbage collected mem = [] def is_simple ( o ): return o is None or isinstance ( o , ( str , int , float , bool , Reference )) def rec ( o : Any , path : Loc = ()): if id ( o ) in refs : return refs [ id ( o )] if is_simple ( o ): return o if isinstance ( o , collections . abc . Mapping ): items = sorted ( o . items (), key = lambda x : 1 if ( is_simple ( x [ 1 ]) or isinstance ( x [ 1 ], ( collections . abc . Mapping , list , tuple )) ) else 0 , ) serialized = { k : rec ( v , ( * path , k )) for k , v in items } serialized = { k : serialized [ k ] for k in o . keys ()} mem . append ( o ) refs [ id ( o )] = Reference ( join_path ( path )) if isinstance ( o , Config ): serialized = Config ( serialized ) return serialized if isinstance ( o , ( list , tuple )): mem . append ( o ) refs [ id ( o )] = Reference ( join_path ( path )) return type ( o )( rec ( v , ( * path , i )) for i , v in enumerate ( o )) cfg = None try : cfg = ( cfg or Config ()) . merge ( RESOLVED_TO_CONFIG [ o ]) except ( KeyError , TypeError ): pass try : cfg = ( cfg or Config ()) . merge ( o . cfg ) except ( AttributeError , TypeError ): pass if cfg is not None : mem . append ( o ) refs [ id ( o )] = Reference ( join_path ( path )) return rec ( cfg , path ) try : return pydantic_core . to_jsonable_python ( o ) except Exception : raise TypeError ( f \"Cannot dump { o !r} at { join_path ( path ) } \" ) return rec ( self ) to_cfg_str () Export a config to a string in the cfg format by serializing it first RETURNS DESCRIPTION str Source code in confit/config.py 279 280 281 282 283 284 285 286 287 288 289 290 291 292 293 294 295 296 297 298 299 300 301 302 def to_cfg_str ( self ): \"\"\" Export a config to a string in the cfg format by serializing it first Returns ------- str \"\"\" additional_sections = {} prepared = flatten_sections ( Config . serialize ( self )) prepared . update ( flatten_sections ( additional_sections )) parser = ConfigParser ( interpolation = None ) parser . optionxform = str for section_name , section in prepared . items (): parser . add_section ( section_name ) parser [ section_name ] . update ( { join_path (( k ,)): dumps ( v ) for k , v in section . items ()} ) s = StringIO () parser . write ( s ) return s . getvalue () resolve ( deep = True , registry = None , root = None ) Resolves the parts of the nested config object with @ variables using a registry, and then interpolate references in the config. PARAMETER DESCRIPTION deep Should we resolve deeply DEFAULT: True registry Registry to use when resolving TYPE: Any DEFAULT: None root The root of the config tree. Used for resolving references. TYPE: Mapping DEFAULT: None RETURNS DESCRIPTION Union [ Config , Any ] Source code in confit/config.py 333 334 335 336 337 338 339 340 341 342 343 344 345 346 347 348 349 350 351 352 353 354 355 356 357 358 359 360 361 362 363 364 365 366 367 368 369 370 371 372 373 374 375 376 377 378 379 380 381 382 383 384 385 386 387 388 389 390 391 392 393 394 395 396 397 398 399 400 401 402 403 404 405 406 407 408 409 410 411 412 413 414 415 416 417 418 419 420 421 422 423 424 425 426 427 428 429 430 431 432 433 434 435 436 437 438 439 440 441 442 443 444 445 446 447 448 449 450 451 452 453 454 455 456 457 458 459 460 461 462 463 464 465 466 467 468 469 470 471 472 473 474 475 476 477 def resolve ( self , deep = True , registry : Any = None , root : Mapping = None ) -> Any : \"\"\" Resolves the parts of the nested config object with @ variables using a registry, and then interpolate references in the config. Parameters ---------- deep: bool Should we resolve deeply registry: Registry to use when resolving root: Mapping The root of the config tree. Used for resolving references. Returns ------- Union[Config, Any] \"\"\" if root is None : root = self if registry is None : from .registry import get_default_registry registry = get_default_registry () resolved_locs = {} seen_locs = set () def resolve_reference ( ref : Reference ) -> Any : pat = re . compile ( PATH + \":?\" ) def replace ( match : re . Match ): start = match . start () if start > 0 and ref . value [ start - 1 ] == \":\" : return match . group () path = match . group () parts = split_path ( path . rstrip ( \":\" )) # Check if part is any special python keyword if len ( parts ) == 1 and parts [ 0 ] in keyword . kwlist : return match . group () try : return local_names [ parts ] + ( \".\" if path . endswith ( \":\" ) else \"\" ) except KeyError : raise KeyError ( path ) local_names = {} for match in pat . finditer ( ref . value ): start = match . start () if start > 0 and ref . value [ start - 1 ] == \":\" : continue path = match . group () parts = split_path ( path . rstrip ( \":\" )) if len ( parts ) == 1 and parts [ 0 ] in keyword . kwlist : continue local_names . setdefault ( parts , f \"var_ { len ( local_names ) } \" ) local_leaves = DynamicLocals ( local_names , root , resolved_locs , rec ) replaced = pat . sub ( replace , ref . value ) res = safe_eval ( replaced , local_leaves ) return res def rec ( obj , loc : Tuple [ Union [ str , int ]] = ()): \"\"\" Parameters ---------- obj: Any The current object being resolved loc: Sequence[str] Internal variable Current path in tree Returns ------- \"\"\" if id ( obj ) in resolved_locs : return resolved_locs [ id ( obj )] if id ( obj ) in seen_locs : raise CyclicReferenceError ( tuple ( loc )) seen_locs . add ( id ( obj )) if not deep and len ( loc ) > 1 : return obj if isinstance ( obj , Mapping ): resolved = Config ({ k : rec ( v , ( * loc , k )) for k , v in obj . items ()}) registries = [ ( key , value , getattr ( registry , key [ 1 :])) for key , value in resolved . items () if key . startswith ( \"@\" ) ] assert ( len ( registries ) <= 1 ), f \"Cannot resolve using multiple registries at { '.' . join ( loc ) } \" if len ( registries ) == 1 : cfg = resolved params = dict ( resolved ) params . pop ( registries [ 0 ][ 0 ]) fn = registries [ 0 ][ 2 ] . get ( registries [ 0 ][ 1 ]) try : resolved = fn ( ** params ) # The `validate_arguments` decorator has most likely # already put the resolved config in the registry # but for components that are instantiated without it # we need to do it here Config . _store_resolved ( resolved , cfg ) except ConfitValidationError as e : e = ConfitValidationError ( errors = patch_errors ( e . raw_errors , loc , params ), model = e . model , name = getattr ( e , \"name\" , None ), ) . with_traceback ( remove_lib_from_traceback ( e . __traceback__ )) if not is_debug (): e . __cause__ = None e . __suppress_context__ = True raise e elif isinstance ( obj , list ): resolved = [ rec ( v , ( * loc , i )) for i , v in enumerate ( obj )] elif isinstance ( obj , tuple ): resolved = tuple ( rec ( v , ( * loc , i )) for i , v in enumerate ( obj )) elif isinstance ( obj , Reference ): while True : try : resolved = resolve_reference ( obj ) break except ( KeyError , NameError ): raise MissingReference ( obj ) else : resolved = obj resolved_locs [ id ( obj )] = resolved return resolved return rec ( self , ()) merge ( * updates , remove_extra = False ) Deep merge two configs. Heavily inspired from thinc 's config merge function. PARAMETER DESCRIPTION updates Configs to update the original config TYPE: Union [ Dict [ str , Any ], Config ] DEFAULT: () remove_extra If true, restricts update to keys that existed in the original config TYPE: bool DEFAULT: False RETURNS DESCRIPTION The new config Source code in confit/config.py 479 480 481 482 483 484 485 486 487 488 489 490 491 492 493 494 495 496 497 498 499 500 501 502 503 504 505 506 507 508 509 510 511 512 513 514 515 516 517 518 519 520 521 522 523 524 525 526 527 528 529 530 531 532 533 534 535 536 537 538 539 def merge ( self , * updates : Union [ Dict [ str , Any ], \"Config\" ], remove_extra : bool = False , ) -> \"Config\" : \"\"\" Deep merge two configs. Heavily inspired from `thinc`'s config merge function. Parameters ---------- updates: Union[Config, Dict] Configs to update the original config remove_extra: If true, restricts update to keys that existed in the original config Returns ------- The new config \"\"\" def deep_set ( current , path , val ): if path not in current and remove_extra : return current [ path ] = val def rec ( old , new ): for key , new_val in list ( new . items ()): if \".\" in key : deep_set ( old , key , new_val ) continue if key not in old : if remove_extra : continue else : old [ key ] = new_val continue old_val = old [ key ] if isinstance ( old_val , dict ) and isinstance ( new_val , dict ): old_resolver = next (( k for k in old_val if k . startswith ( \"@\" )), None ) new_resolver = next (( k for k in new_val if k . startswith ( \"@\" )), None ) if ( new_resolver is not None and old_resolver is not None and ( old_resolver != new_resolver or old_val . get ( old_resolver ) != new_val . get ( new_resolver ) ) ): old [ key ] = new_val else : rec ( old [ key ], new_val ) else : old [ key ] = new_val return old config = self . copy () for u in updates : rec ( config , u ) return config copy () Deep copy of the config, but not of the underlying data. Should also work with other types of objects (e.g. lists, tuples, etc.) Config.copy([1, 2, {\"ok\": 3}}]) == [1, 2, {\"ok\": 3}] RETURNS DESCRIPTION Any Source code in confit/config.py 541 542 543 544 545 546 547 548 549 550 551 552 553 554 555 556 557 558 559 560 561 562 563 564 565 566 567 568 569 570 571 572 573 574 def copy ( self : T ) -> T : \"\"\" Deep copy of the config, but not of the underlying data. Should also work with other types of objects (e.g. lists, tuples, etc.) ``` Config.copy([1, 2, {\"ok\": 3}}]) == [1, 2, {\"ok\": 3}] ``` Returns ------- Any \"\"\" seen = {} def rec ( obj ): if id ( obj ) in seen : return seen [ id ( obj )] seen [ id ( obj )] = obj if isinstance ( obj , ( Config , dict )): return type ( obj )( { k : rec ( v ) for k , v in obj . items ()}, ) elif isinstance ( obj , list ): return [ rec ( v ) for v in obj ] elif isinstance ( obj , tuple ): return tuple ( rec ( v ) for v in obj ) elif isinstance ( obj , Reference ): return Reference ( obj . value ) else : return obj copy = rec ( self ) return copy merge_from_disk ( config_paths , returned_name = 'first' ) Merge multiple configs loaded from the filesystem and return the merged config as well as the name of the config PARAMETER DESCRIPTION config_paths Paths to the config files TYPE: Union [ Path , List [ Path ]] returned_name If \"first\", the name of the first config is returned as the name of the merged config. If \"concat\", the names of the configs are concatenated with a \"+\" sign TYPE: str DEFAULT: 'first' Source code in confit/config.py 594 595 596 597 598 599 600 601 602 603 604 605 606 607 608 609 610 611 612 613 614 615 616 617 618 619 620 621 622 623 624 def merge_from_disk ( config_paths : Union [ Path , List [ Path ]], returned_name : str = \"first\" , ): \"\"\" Merge multiple configs loaded from the filesystem and return the merged config as well as the name of the config Parameters ---------- config_paths: Union[Path, List[Path]] Paths to the config files returned_name: str If \"first\", the name of the first config is returned as the name of the merged config. If \"concat\", the names of the configs are concatenated with a \"+\" sign Returns ------- \"\"\" assert returned_name in { \"first\" , \"concat\" } if isinstance ( config_paths , Path ): config_paths = [ config_paths ] configs = [ Config . from_disk ( p , resolve = False ) for p in config_paths ] config_names = [ p . stem for p in config_paths ] name = config_names [ 0 ] if returned_name == \"first\" else \"+\" . join ( config_names ) config = configs . pop ( 0 ) return config . merge ( * configs ), name","title":"confit.config"},{"location":"en/reference/errors/","text":"confit.errors MissingReference Bases: Exception Raised when one or multiple references cannot be resolved. Source code in confit/errors.py 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 class MissingReference ( Exception ): \"\"\" Raised when one or multiple references cannot be resolved. \"\"\" def __init__ ( self , ref : Reference ): \"\"\" Parameters ---------- ref: Reference The reference that could not be resolved. \"\"\" self . ref = ref super () . __init__ () def __str__ ( self ): \"\"\" String representation of the exception \"\"\" return \"Could not interpolate the following reference: {} \" . format ( self . ref ) __init__ ( ref ) PARAMETER DESCRIPTION ref The reference that could not be resolved. TYPE: Reference Source code in confit/errors.py 39 40 41 42 43 44 45 46 47 def __init__ ( self , ref : Reference ): \"\"\" Parameters ---------- ref: Reference The reference that could not be resolved. \"\"\" self . ref = ref super () . __init__ () __str__ () String representation of the exception Source code in confit/errors.py 49 50 51 52 53 def __str__ ( self ): \"\"\" String representation of the exception \"\"\" return \"Could not interpolate the following reference: {} \" . format ( self . ref ) CyclicReferenceError Bases: Exception Raised when a cyclic reference is detected. Source code in confit/errors.py 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 class CyclicReferenceError ( Exception ): \"\"\" Raised when a cyclic reference is detected. \"\"\" def __init__ ( self , path : Loc ): \"\"\" Parameters ---------- path: Loc The path of the cyclic reference \"\"\" self . path = path super () . __init__ () def __str__ ( self ): \"\"\" String representation of the exception \"\"\" return \"Cyclic reference detected at {} \" . format ( join_path ( self . path )) __init__ ( path ) PARAMETER DESCRIPTION path The path of the cyclic reference TYPE: Loc Source code in confit/errors.py 61 62 63 64 65 66 67 68 69 def __init__ ( self , path : Loc ): \"\"\" Parameters ---------- path: Loc The path of the cyclic reference \"\"\" self . path = path super () . __init__ () __str__ () String representation of the exception Source code in confit/errors.py 71 72 73 74 75 def __str__ ( self ): \"\"\" String representation of the exception \"\"\" return \"Cyclic reference detected at {} \" . format ( join_path ( self . path )) remove_lib_from_traceback ( tb ) Remove the lib folder from the traceback Source code in confit/errors.py 81 82 83 84 85 86 87 88 89 90 91 92 93 def remove_lib_from_traceback ( tb ): \"\"\" Remove the lib folder from the traceback \"\"\" # compare package to module in f_globals if is_debug (): return tb if tb is not None and tb . tb_frame . f_globals . get ( \"__package__\" ) == __package__ : return remove_lib_from_traceback ( tb . tb_next ) if tb is None or tb . tb_next is None : return tb tb . tb_next = remove_lib_from_traceback ( tb . tb_next ) return tb to_legacy_error ( err , model ) Decorator to convert a Pydantic ValidationError into a ConfitValidationError Source code in confit/errors.py 157 158 159 160 161 162 163 164 165 166 167 168 169 170 171 172 173 174 175 176 177 178 179 180 181 182 183 184 185 186 187 188 189 def to_legacy_error ( err : pydantic . ValidationError , model : Any ) -> LegacyValidationError : \"\"\" Decorator to convert a Pydantic ValidationError into a ConfitValidationError \"\"\" if isinstance ( err , LegacyValidationError ): return err errors = err . errors ( include_url = False ) raw_errors = [] for err in errors : try : vrepr = repr ( err [ \"input\" ]) except Exception : # pragma: no cover vrepr = object . __repr__ ( err [ \"input\" ]) vrepr = vrepr [: 50 ] + \"...\" if len ( vrepr ) > 50 else vrepr err = dict ( err ) msg = err . pop ( \"msg\" , \"\" ) msg = ( msg [ 0 ] . lower () + msg [ 1 :]) if msg else msg raw_errors . append ( ErrorWrapper ( exc = err [ \"ctx\" ][ \"error\" ] if \"ctx\" in err and \"error\" in err [ \"ctx\" ] and isinstance ( err [ \"ctx\" ][ \"error\" ], BaseException ) else PydanticNewStyleError ( ** err , msg = msg , actual_value = vrepr , actual_type = type ( err [ \"input\" ]) . __name__ , ), loc = err [ \"loc\" ], ) ) return ConfitValidationError ( raw_errors , model = model ) patch_errors ( errors , path = (), values = None , model = None , special_names = (), drop_names = ()) Patch the location of the errors to add the path prefix and complete the errors with the actual value if it is available. This is useful when the errors are raised in a sub-dict of the config. PARAMETER DESCRIPTION errors The pydantic errors to patch TYPE: T path The path to add to the errors TYPE: Loc DEFAULT: () values The values of the config TYPE: Dict DEFAULT: None special_names The names of the special keys of the model signature, to replace with a wildcard when encountered in the error path TYPE: Sequence [ str ] DEFAULT: () model The model of the config TYPE: Optional [ BaseModel ] DEFAULT: None drop_names The names of the keys to drop from the error path TYPE: Sequence [ str ] DEFAULT: () RETURNS DESCRIPTION Union [ ValidationError , Sequence [ ErrorWrapper ], ErrorWrapper ] The patched errors Source code in confit/errors.py 195 196 197 198 199 200 201 202 203 204 205 206 207 208 209 210 211 212 213 214 215 216 217 218 219 220 221 222 223 224 225 226 227 228 229 230 231 232 233 234 235 236 237 238 239 240 241 242 243 244 245 246 247 248 249 250 251 252 253 254 255 256 257 258 259 260 261 262 263 264 265 266 267 268 269 270 271 272 273 274 275 276 277 278 279 280 281 282 283 284 285 286 287 288 289 290 291 292 293 294 295 296 297 298 299 300 301 302 303 304 305 306 307 308 309 310 311 312 313 314 315 316 317 318 319 320 321 322 323 324 325 326 327 328 329 330 331 332 333 334 335 336 337 338 339 def patch_errors ( errors : T , path : Loc = (), values : Dict = None , model : Optional [ pydantic . BaseModel ] = None , special_names : Sequence [ str ] = (), drop_names : Sequence [ str ] = (), ) -> T : \"\"\" Patch the location of the errors to add the `path` prefix and complete the errors with the actual value if it is available. This is useful when the errors are raised in a sub-dict of the config. Parameters ---------- errors: Union[LegacyValidationError, Sequence[ErrorWrapper], ErrorWrapper] The pydantic errors to patch path: Loc The path to add to the errors values: Dict The values of the config special_names: Sequence[str] The names of the special keys of the model signature, to replace with a wildcard when encountered in the error path model: Optional[pydantic.BaseModel] The model of the config drop_names: Sequence[str] The names of the keys to drop from the error path Returns ------- Union[LegacyValidationError, Sequence[ErrorWrapper], ErrorWrapper] The patched errors \"\"\" if isinstance ( errors , pydantic . ValidationError ): errors = to_legacy_error ( errors , model ) . raw_errors errors = patch_errors ( errors , path , values , model , special_names , drop_names ) return ConfitValidationError ( errors , model = model ) if isinstance ( errors , list ): res = [] for error in errors : res . extend ( patch_errors ( error , path , values , model , special_names , drop_names ) ) return res if isinstance ( errors , ErrorWrapper ) and isinstance ( errors . exc , LegacyValidationError ): try : field_model = model for part in errors . loc_tuple (): # if not issubclass(field_model, pydantic.BaseModel) and issubclass( # field_model.vd.model, pydantic.BaseModel # ): # field_model = field_model.vd.model if PYDANTIC_V1 : field_model = field_model . __fields__ [ part ] else : field_model = field_model . model_fields [ part ] if PYDANTIC_V1 : field_model = field_model . type_ else : field_model = field_model . annotation if ( field_model is errors . exc . model or field_model . vd . model is errors . exc . model ): return patch_errors ( errors . exc . raw_errors , ( * path , * errors . loc_tuple ()), values , model , special_names , drop_names , ) except ( KeyError , AttributeError ): # pragma: no cover print ( \"Could not find model for\" , errors . loc_tuple ()) if ( isinstance ( errors . exc , PydanticErrorMixin ) and values is not None and errors . loc_tuple () and errors . loc_tuple ()[ 0 ] in values ): if \"actual_value\" not in errors . exc . __dict__ : actual_value = values for key in errors . loc_tuple (): actual_value = actual_value [ key ] vrepr = repr ( actual_value ) errors . exc . actual_value = vrepr [: 50 ] + \"...\" if len ( vrepr ) > 50 else vrepr errors . exc . actual_type = type ( actual_value ) . __name__ cls = errors . exc . __class__ if cls not in PATCHED_ERRORS_CLS : def error_str ( self ): s = cls . __str__ ( self ) s = ( s + f \", got { self . actual_value } ( { self . actual_type } )\" if hasattr ( self , \"actual_value\" ) else s ) return s new_cls = type ( cls . __name__ , ( cls ,), { \"msg_template\" : cls . msg_template + \", got {actual_value} ( {actual_type} )\" } if hasattr ( cls , \"msg_template\" ) else { \"__str__\" : error_str , }, ) PATCHED_ERRORS_CLS [ cls ] = new_cls PATCHED_ERRORS_CLS [ new_cls ] = new_cls errors . exc . __class__ = PATCHED_ERRORS_CLS [ cls ] if ( isinstance ( errors . exc , TypeError ) and str ( errors . exc ) . startswith ( \"unexpected keyword argument\" ) and \":\" in errors . exc . args [ 0 ] ): extra_keys = errors . exc . args [ 0 ] . split ( \": \" )[ 1 ] . split ( \", \" ) return [ ErrorWrapper ( TypeError ( \"unexpected keyword argument\" ), ( * path , * errors . loc_tuple ()[: - 1 ], key . strip ( \"'\" )), ) for key in extra_keys ] loc_tuple = errors . loc_tuple () if loc_tuple and loc_tuple [ - 1 ] in special_names : loc_tuple = ( * loc_tuple [: - 1 ], \"[signature]\" ) loc_tuple = tuple ( part for part in loc_tuple if part not in drop_names ) return [ ErrorWrapper ( errors . exc , ( * path , * loc_tuple ), ) ]","title":"confit.errors"},{"location":"en/reference/registry/","text":"confit.registry VisibleDeprecationWarning Bases: UserWarning Visible deprecation warning. By default, python will not show deprecation warnings, so this class can be used when a very visible warning is helpful, for example because the usage is most likely a user bug. Copied from https://github.com/numpy/numpy/blob/965b41d418e6100c1afae0b6f818a7ef152bc25d/numpy/_globals.py#L44-L51 Source code in confit/registry.py 354 355 356 357 358 359 360 361 362 363 class VisibleDeprecationWarning ( UserWarning ): \"\"\" Visible deprecation warning. By default, python will not show deprecation warnings, so this class can be used when a very visible warning is helpful, for example because the usage is most likely a user bug. Copied from https://github.com/numpy/numpy/blob/965b41d418e6100c1afae0b6f818a7ef152bc25d/numpy/_globals.py#L44-L51 \"\"\" # noqa: E501 Registry Bases: Registry A registry that validates the input arguments of the registered functions. Source code in confit/registry.py 369 370 371 372 373 374 375 376 377 378 379 380 381 382 383 384 385 386 387 388 389 390 391 392 393 394 395 396 397 398 399 400 401 402 403 404 405 406 407 408 409 410 411 412 413 414 415 416 417 418 419 420 421 422 423 424 425 426 427 428 429 430 431 432 433 434 435 436 437 438 439 440 441 442 443 444 445 446 447 448 449 450 451 452 453 454 455 456 457 458 459 460 461 462 463 464 465 466 467 468 469 470 471 472 473 474 475 476 477 478 479 480 481 482 483 484 485 486 487 488 489 490 491 492 493 494 495 496 497 498 499 500 501 502 503 504 505 506 507 508 509 510 511 512 513 514 515 516 517 518 519 520 521 522 523 524 525 526 527 528 529 530 531 532 533 class Registry ( catalogue . Registry ): \"\"\" A registry that validates the input arguments of the registered functions. \"\"\" def __init__ ( self , namespace : Sequence [ str ], entry_points : bool = False ) -> None : \"\"\" Initialize the registry. Parameters ---------- namespace: Sequence[str] The namespace of the registry entry_points: bool Should we use entry points to load the registered functions \"\"\" super () . __init__ ( namespace , entry_points = entry_points ) self . registry = None def register ( self , name : str , * , func : Optional [ catalogue . InFunc ] = None , save_params : Optional [ Dict [ str , Any ]] = None , skip_save_params : Sequence [ str ] = (), invoker : Optional [ Callable ] = None , deprecated : Sequence [ str ] = (), ) -> Callable [[ catalogue . InFunc ], catalogue . InFunc ]: \"\"\" This is a convenience wrapper around `catalogue.Registry.register`, that additionally validates the input arguments of the registered function and saves the result of any call to a mapping to its arguments. Parameters ---------- name: str The name of the function func: Optional[catalogue.InFunc] The function to register save_params: Optional[Dict[str, Any]] Additional parameters to save when the function is called. If falsy, the function parameters are not saved skip_save_params: Sequence[str] List of parameters to skip when saving the function parameters invoker: Optional[Callable] = None, An optional invoker to apply to the function before registering it. It is better to use this than to apply the invoker to the function to preserve the signature of the function or the class and enable validating its parameters. deprecated: Sequence[str] The deprecated registry names for the function Returns ------- Callable[[catalogue.InFunc], catalogue.InFunc] \"\"\" registerer = super () . register save_params = save_params or { f \"@ { self . namespace [ - 1 ] } \" : name } def invoke ( func , params ): resolved = invoker ( func , params ) if invoker is not None else func ( params ) if save_params is not None : params_to_save = { ** save_params , ** params } for name in skip_save_params : params_to_save . pop ( name , None ) Config . _store_resolved ( resolved , params_to_save ) return resolved def wrap_and_register ( fn : catalogue . InFunc ) -> catalogue . InFunc : if save_params is not None : _check_signature_for_save_params ( fn if not isinstance ( fn , type ) else fn . __init__ ) validated_fn = validate_arguments ( fn , config = { \"arbitrary_types_allowed\" : True }, registry = getattr ( self , \"registry\" , None ), invoker = invoke , ) registerer ( name )( validated_fn ) for deprecated_name in deprecated : def make_deprecated_fn ( old ): @wraps ( fn ) def deprecated_fn ( * args , ** kwargs ): warnings . warn ( f '\" { old } \" is deprecated, please use \" { name } \" instead.\"' , VisibleDeprecationWarning , ) return validated_fn ( * args , ** kwargs ) return deprecated_fn registerer ( deprecated_name )( make_deprecated_fn ( deprecated_name )) return validated_fn if func is not None : return wrap_and_register ( func ) else : return wrap_and_register def get_entry_points ( self ): \"\"\"Get registered entry points from other packages for this namespace. RETURNS (Dict[str, Any]): Entry points, keyed by name. \"\"\" entrypoints = importlib_metadata . entry_points () if hasattr ( entrypoints , \"select\" ): return entrypoints . select ( group = self . entry_point_namespace ) else : # dict return entrypoints . get ( self . entry_point_namespace , []) def get ( self , name : str ): \"\"\" Get the registered function for a given name. Modified from catalogue.Registry.get to avoid importing all entry points when lookup fails, but rather list the available entry points. Parameters ---------- name: str The name of the function Returns ------- catalogue.InFunc \"\"\" path = list ( self . namespace ) + [ name ] try : return catalogue . _get ( path ) except catalogue . RegistryError : if self . entry_points : from_entry_point = self . get_entry_point ( name ) if from_entry_point : return from_entry_point if not catalogue . check_exists ( * path ): raise catalogue . RegistryError ( f \"Can't find ' { name } ' in registry { ' -> ' . join ( self . namespace ) } . \" f \"Available names: \" f \" { ', ' . join ( sorted ( self . get_available ())) or 'none' } \" ) return catalogue . _get ( path ) def get_available ( self ) -> Sequence [ str ]: \"\"\"Get all functions for a given namespace. namespace (Tuple[str]): The namespace to get. RETURNS (Dict[str, Any]): The functions, keyed by name. \"\"\" result = set () if self . entry_points : result . update ({ p . name for p in self . _get_entry_points ()}) for keys in catalogue . REGISTRY . copy () . keys (): if len ( self . namespace ) == len ( keys ) - 1 and all ( self . namespace [ i ] == keys [ i ] for i in range ( len ( self . namespace )) ): result . add ( keys [ - 1 ]) return sorted ( result ) __init__ ( namespace , entry_points = False ) Initialize the registry. PARAMETER DESCRIPTION namespace The namespace of the registry TYPE: Sequence [ str ] entry_points Should we use entry points to load the registered functions TYPE: bool DEFAULT: False Source code in confit/registry.py 374 375 376 377 378 379 380 381 382 383 384 385 386 def __init__ ( self , namespace : Sequence [ str ], entry_points : bool = False ) -> None : \"\"\" Initialize the registry. Parameters ---------- namespace: Sequence[str] The namespace of the registry entry_points: bool Should we use entry points to load the registered functions \"\"\" super () . __init__ ( namespace , entry_points = entry_points ) self . registry = None register ( name , * , func = None , save_params = None , skip_save_params = (), invoker = None , deprecated = ()) This is a convenience wrapper around catalogue.Registry.register , that additionally validates the input arguments of the registered function and saves the result of any call to a mapping to its arguments. PARAMETER DESCRIPTION name The name of the function TYPE: str func The function to register TYPE: Optional [ InFunc ] DEFAULT: None save_params Additional parameters to save when the function is called. If falsy, the function parameters are not saved TYPE: Optional [ Dict [ str , Any ]] DEFAULT: None skip_save_params List of parameters to skip when saving the function parameters TYPE: Sequence [ str ] DEFAULT: () invoker An optional invoker to apply to the function before registering it. It is better to use this than to apply the invoker to the function to preserve the signature of the function or the class and enable validating its parameters. TYPE: Optional [ Callable ] DEFAULT: None deprecated The deprecated registry names for the function TYPE: Sequence [ str ] DEFAULT: () RETURNS DESCRIPTION Callable [[ InFunc ], InFunc ] Source code in confit/registry.py 388 389 390 391 392 393 394 395 396 397 398 399 400 401 402 403 404 405 406 407 408 409 410 411 412 413 414 415 416 417 418 419 420 421 422 423 424 425 426 427 428 429 430 431 432 433 434 435 436 437 438 439 440 441 442 443 444 445 446 447 448 449 450 451 452 453 454 455 456 457 458 459 460 461 462 463 464 465 466 467 468 469 470 471 472 473 def register ( self , name : str , * , func : Optional [ catalogue . InFunc ] = None , save_params : Optional [ Dict [ str , Any ]] = None , skip_save_params : Sequence [ str ] = (), invoker : Optional [ Callable ] = None , deprecated : Sequence [ str ] = (), ) -> Callable [[ catalogue . InFunc ], catalogue . InFunc ]: \"\"\" This is a convenience wrapper around `catalogue.Registry.register`, that additionally validates the input arguments of the registered function and saves the result of any call to a mapping to its arguments. Parameters ---------- name: str The name of the function func: Optional[catalogue.InFunc] The function to register save_params: Optional[Dict[str, Any]] Additional parameters to save when the function is called. If falsy, the function parameters are not saved skip_save_params: Sequence[str] List of parameters to skip when saving the function parameters invoker: Optional[Callable] = None, An optional invoker to apply to the function before registering it. It is better to use this than to apply the invoker to the function to preserve the signature of the function or the class and enable validating its parameters. deprecated: Sequence[str] The deprecated registry names for the function Returns ------- Callable[[catalogue.InFunc], catalogue.InFunc] \"\"\" registerer = super () . register save_params = save_params or { f \"@ { self . namespace [ - 1 ] } \" : name } def invoke ( func , params ): resolved = invoker ( func , params ) if invoker is not None else func ( params ) if save_params is not None : params_to_save = { ** save_params , ** params } for name in skip_save_params : params_to_save . pop ( name , None ) Config . _store_resolved ( resolved , params_to_save ) return resolved def wrap_and_register ( fn : catalogue . InFunc ) -> catalogue . InFunc : if save_params is not None : _check_signature_for_save_params ( fn if not isinstance ( fn , type ) else fn . __init__ ) validated_fn = validate_arguments ( fn , config = { \"arbitrary_types_allowed\" : True }, registry = getattr ( self , \"registry\" , None ), invoker = invoke , ) registerer ( name )( validated_fn ) for deprecated_name in deprecated : def make_deprecated_fn ( old ): @wraps ( fn ) def deprecated_fn ( * args , ** kwargs ): warnings . warn ( f '\" { old } \" is deprecated, please use \" { name } \" instead.\"' , VisibleDeprecationWarning , ) return validated_fn ( * args , ** kwargs ) return deprecated_fn registerer ( deprecated_name )( make_deprecated_fn ( deprecated_name )) return validated_fn if func is not None : return wrap_and_register ( func ) else : return wrap_and_register get_entry_points () Get registered entry points from other packages for this namespace. RETURNS (Dict[str, Any]): Entry points, keyed by name. Source code in confit/registry.py 475 476 477 478 479 480 481 482 483 484 def get_entry_points ( self ): \"\"\"Get registered entry points from other packages for this namespace. RETURNS (Dict[str, Any]): Entry points, keyed by name. \"\"\" entrypoints = importlib_metadata . entry_points () if hasattr ( entrypoints , \"select\" ): return entrypoints . select ( group = self . entry_point_namespace ) else : # dict return entrypoints . get ( self . entry_point_namespace , []) get ( name ) Get the registered function for a given name. Modified from catalogue.Registry.get to avoid importing all entry points when lookup fails, but rather list the available entry points. PARAMETER DESCRIPTION name The name of the function TYPE: str RETURNS DESCRIPTION InFunc Source code in confit/registry.py 486 487 488 489 490 491 492 493 494 495 496 497 498 499 500 501 502 503 504 505 506 507 508 509 510 511 512 513 514 515 516 517 def get ( self , name : str ): \"\"\" Get the registered function for a given name. Modified from catalogue.Registry.get to avoid importing all entry points when lookup fails, but rather list the available entry points. Parameters ---------- name: str The name of the function Returns ------- catalogue.InFunc \"\"\" path = list ( self . namespace ) + [ name ] try : return catalogue . _get ( path ) except catalogue . RegistryError : if self . entry_points : from_entry_point = self . get_entry_point ( name ) if from_entry_point : return from_entry_point if not catalogue . check_exists ( * path ): raise catalogue . RegistryError ( f \"Can't find ' { name } ' in registry { ' -> ' . join ( self . namespace ) } . \" f \"Available names: \" f \" { ', ' . join ( sorted ( self . get_available ())) or 'none' } \" ) return catalogue . _get ( path ) get_available () Get all functions for a given namespace. namespace (Tuple[str]): The namespace to get. RETURNS (Dict[str, Any]): The functions, keyed by name. Source code in confit/registry.py 519 520 521 522 523 524 525 526 527 528 529 530 531 532 533 def get_available ( self ) -> Sequence [ str ]: \"\"\"Get all functions for a given namespace. namespace (Tuple[str]): The namespace to get. RETURNS (Dict[str, Any]): The functions, keyed by name. \"\"\" result = set () if self . entry_points : result . update ({ p . name for p in self . _get_entry_points ()}) for keys in catalogue . REGISTRY . copy () . keys (): if len ( self . namespace ) == len ( keys ) - 1 and all ( self . namespace [ i ] == keys [ i ] for i in range ( len ( self . namespace )) ): result . add ( keys [ - 1 ]) return sorted ( result ) MetaRegistryCollection Bases: type A metaclass for the registry collection that adds it as the registry collection of all registries defined in the body of the class. Source code in confit/registry.py 539 540 541 542 543 544 545 546 547 548 549 550 551 552 553 554 555 556 557 558 559 560 561 562 563 564 class MetaRegistryCollection ( type ): \"\"\" A metaclass for the registry collection that adds it as the registry collection of all registries defined in the body of the class. \"\"\" def __setattr__ ( self , key , value ): assert isinstance ( value , Registry ) value . registry = self super () . __setattr__ ( key , value ) def __init__ ( cls , name , bases , dct ): \"\"\" Initialize the registry collection by adding it-self as the registry collection of all registries. Parameters ---------- name bases dct \"\"\" super () . __init__ ( name , bases , dct ) for key , value in dct . items (): if isinstance ( value , Registry ): value . registry = cls __init__ ( name , bases , dct ) Initialize the registry collection by adding it-self as the registry collection of all registries. PARAMETER DESCRIPTION name bases dct Source code in confit/registry.py 550 551 552 553 554 555 556 557 558 559 560 561 562 563 564 def __init__ ( cls , name , bases , dct ): \"\"\" Initialize the registry collection by adding it-self as the registry collection of all registries. Parameters ---------- name bases dct \"\"\" super () . __init__ ( name , bases , dct ) for key , value in dct . items (): if isinstance ( value , Registry ): value . registry = cls RegistryCollection A collection of registries. ```python class MyRegistries(RegistryCollection): my_registry = Registry((\"package_name\", \"my_registry\"), entry_points=True) my_other_registry = Registry((\"package_name\", \"my_other_registry\")) Source code in confit/registry.py 567 568 569 570 571 572 573 574 575 class RegistryCollection ( metaclass = MetaRegistryCollection ): \"\"\" A collection of registries. ```python class MyRegistries(RegistryCollection): my_registry = Registry((\"package_name\", \"my_registry\"), entry_points=True) my_other_registry = Registry((\"package_name\", \"my_other_registry\")) \"\"\" validate_arguments ( func = None , * , config = None , invoker = None , registry = None ) Decorator to validate the arguments passed to a function and store the result in a mapping from results to call parameters (allowing PARAMETER DESCRIPTION func The function or class to call TYPE: Optional [ Func ] DEFAULT: None config The validation configuration object TYPE: Dict DEFAULT: None invoker An optional invoker to apply on the validated function TYPE: Optional [ Callable [[ Callable , Dict [ str , Any ]], Any ]] DEFAULT: None registry The registry to use to resolve the default parameters TYPE: Any DEFAULT: None RETURNS DESCRIPTION Any Source code in confit/registry.py 150 151 152 153 154 155 156 157 158 159 160 161 162 163 164 165 166 167 168 169 170 171 172 173 174 175 176 177 178 179 180 181 182 183 184 185 186 187 188 189 190 191 192 193 194 195 196 197 198 199 200 201 202 203 204 205 206 207 208 209 210 211 212 213 214 215 216 217 218 219 220 221 222 223 224 225 226 227 228 229 230 231 232 233 234 235 236 237 238 239 240 241 242 243 244 245 246 247 248 249 250 251 252 253 254 255 256 257 258 259 260 261 262 263 264 265 266 267 268 269 270 271 272 273 274 275 276 277 278 279 280 281 282 283 284 285 286 287 288 289 290 291 292 293 294 295 296 297 298 299 300 301 302 303 304 305 306 307 308 309 310 311 312 313 314 315 316 317 318 319 320 321 322 323 324 325 326 327 328 329 330 331 332 333 334 335 336 337 338 339 340 341 342 343 344 345 346 347 348 349 350 351 def validate_arguments ( func : Optional [ Func ] = None , * , config : Dict = None , invoker : Optional [ Callable [[ Callable , Dict [ str , Any ]], Any ]] = None , registry : Any = None , ) -> Union [ Func , Callable [[ Func ], Func ]]: \"\"\" Decorator to validate the arguments passed to a function and store the result in a mapping from results to call parameters (allowing Parameters ---------- func: Callable The function or class to call config: Dict The validation configuration object invoker: Optional[Callable] An optional invoker to apply on the validated function registry: Any The registry to use to resolve the default parameters Returns ------- Any \"\"\" if config is None : config = {} config = { ** config , \"arbitrary_types_allowed\" : True } def validate ( _func : Callable ) -> Callable : if isinstance ( _func , type ): _func : type if hasattr ( _func . __init__ , \"__wrapped__\" ): vd = ValidatedFunction ( _func . __init__ . __wrapped__ , config ) else : vd = ValidatedFunction ( _func . __init__ , config ) vd . model . __name__ = _func . __name__ if PYDANTIC_V1 : vd . model . __fields__ [ \"self\" ] . default = None else : vd . model . model_fields [ \"self\" ] . default = None # This function is called by Pydantic when asked to cast # a value (most likely a dict) as a Model (most often during # a function call) old_get_validators = ( _func . __get_validators__ if hasattr ( _func , \"__get_validators__\" ) else None ) old_get_pydantic_core_schema = ( _func . __get_pydantic_core_schema__ if hasattr ( _func , \"__get_pydantic_core_schema__\" ) else None ) def __get_validators__ (): \"\"\" This function is called by Pydantic when asked to cast a value (most likely a dict) as a Model (most often during a function call) Yields ------- Callable The validator function \"\"\" def _validate ( value ): if isinstance ( value , dict ): value = Config ( value ) . resolve ( registry = registry ) if old_get_validators is not None : for validator in old_get_validators (): value = validator ( value ) if isinstance ( value , _func ): return value return _func ( ** value ) yield _validate def __get_pydantic_core_schema__ ( * args , ** kwargs ): from pydantic_core import core_schema def pre_validate ( value ): if isinstance ( value , dict ): value = Config ( value ) . resolve ( registry = registry ) return value def post_validate ( value ): if isinstance ( value , _func ): return value return _func ( ** value ) return core_schema . chain_schema ( [ core_schema . no_info_plain_validator_function ( pre_validate ), * ( ( old_get_pydantic_core_schema ( * args , ** kwargs ),) if old_get_pydantic_core_schema else ( core_schema . no_info_plain_validator_function ( fn ) for fn in old_get_validators () ) if old_get_validators is not None else () ), core_schema . no_info_plain_validator_function ( post_validate ), ] ) # This function is called when we do Model(variable=..., other=...) @wraps ( vd . raw_function , assigned = ( \"__module__\" , \"__name__\" , \"__qualname__\" , \"__doc__\" , \"__annotations__\" , \"__defaults__\" , \"__kwdefaults__\" , ), ) def wrapper_function ( * args : Any , ** kwargs : Any ) -> Any : try : return _resolve_and_validate_call ( args = args , kwargs = kwargs , pydantic_func = vd , use_self = True , invoker = invoker , callee = _func , ) except Exception as e : if not is_debug () and isinstance ( e . __context__ , ( ValidationError , LegacyValidationError ) ): e . __cause__ = None e . __suppress_context__ = True raise e . with_traceback ( remove_lib_from_traceback ( e . __traceback__ )) _func . vd = vd if PYDANTIC_V1 : _func . __get_validators__ = __get_validators__ else : _func . __get_pydantic_core_schema__ = __get_pydantic_core_schema__ # _func.model = vd.model # _func.model.type_ = _func _func . __init__ = wrapper_function _func . __init__ . __wrapped__ = vd . raw_function return _func else : vd = ValidatedFunction ( _func , config ) @wraps ( _func , assigned = ( \"__module__\" , \"__name__\" , \"__qualname__\" , \"__doc__\" , \"__annotations__\" , \"__defaults__\" , \"__kwdefaults__\" , \"__signature__\" , ), ) def wrapper_function ( * args : Any , ** kwargs : Any ) -> Any : try : return _resolve_and_validate_call ( args = args , kwargs = kwargs , pydantic_func = vd , use_self = False , invoker = invoker , callee = _func , ) except Exception as e : if not is_debug () and isinstance ( e . __cause__ , ( ValidationError , LegacyValidationError ) ): e . __cause__ = None e . __suppress_context__ = True raise e . with_traceback ( remove_lib_from_traceback ( e . __traceback__ )) wrapper_function . vd = vd # type: ignore wrapper_function . validate = vd . init_model_instance # type: ignore wrapper_function . __wrapped__ = vd . raw_function # type: ignore wrapper_function . model = vd . model # type: ignore return wrapper_function if func : return validate ( func ) else : return validate get_default_registry () Get the default registered registry. RETURNS DESCRIPTION Registry Source code in confit/registry.py 578 579 580 581 582 583 584 585 586 def get_default_registry () -> Any : \"\"\" Get the default registered registry. Returns ------- Registry \"\"\" return _default_registry set_default_registry ( registry ) Set the default registered registry. This is used in Config.resolve() when no registry is provided. PARAMETER DESCRIPTION registry TYPE: CustomRegistry RETURNS DESCRIPTION Registry Source code in confit/registry.py 592 593 594 595 596 597 598 599 600 601 602 603 604 605 606 607 def set_default_registry ( registry : CustomRegistry ) -> CustomRegistry : \"\"\" Set the default registered registry. This is used in [`Config.resolve()`][confit.config.Config.resolve] when no registry is provided. Parameters ---------- registry: Registry Returns ------- Registry \"\"\" global _default_registry _default_registry = registry return registry","title":"confit.registry"},{"location":"en/reference/utils/","text":"confit.utils","title":"confit.utils"},{"location":"en/reference/utils/collections/","text":"confit.utils.collections join_path ( path ) Join a path into a string and quotes subpaths that contain dots. PARAMETER DESCRIPTION path RETURNS DESCRIPTION str Source code in confit/utils/collections.py 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 def join_path ( path ): \"\"\" Join a path into a string and quotes subpaths that contain dots. Parameters ---------- path: Tuple[Union[int, str]] Returns ------- str \"\"\" return \".\" . join ( repr ( x ) if not isinstance ( x , str ) or split_path ( x . strip ()) != ( x ,) else x for x in path ) split_path ( path ) Split a path around \".\" into a tuple of strings and ints. If a sub-path is quoted, it will be returned as a full non-split string. PARAMETER DESCRIPTION path TYPE: str Source code in confit/utils/collections.py 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 def split_path ( path : str ) -> Tuple [ Union [ int , str ]]: \"\"\" Split a path around \".\" into a tuple of strings and ints. If a sub-path is quoted, it will be returned as a full non-split string. Parameters ---------- path: str Returns ------- \"\"\" offset = 0 result = [] for match in re . finditer ( KEY_PART , str ( path )): assert match . start () == offset , f \"Malformed path: { path !r} in config\" offset = match . end () part = next (( g for g in match . groups () if g is not None )) result . append ( int ( part ) if part . isdigit () else part ) if offset == len ( path ): break return tuple ( result ) flatten_sections ( root ) Flatten a nested dict of dicts into a \"flat\" dict of dict. PARAMETER DESCRIPTION root The root dict to flatten TYPE: Dict [ str , Any ] RETURNS DESCRIPTION Dict [ str , Dict [ str , Any ]] Source code in confit/utils/collections.py 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 def flatten_sections ( root : Dict [ str , Any ]) -> Dict [ str , Any ]: \"\"\" Flatten a nested dict of dicts into a \"flat\" dict of dict. Parameters ---------- root: Dict[str, Any] The root dict to flatten Returns ------- Dict[str, Dict[str, Any]] \"\"\" res = collections . defaultdict ( lambda : {}) def rec ( d , path ): res . setdefault ( join_path ( path ), {}) section = {} for k , v in d . items (): if isinstance ( v , dict ): rec ( v , ( * path , k )) else : section [ k ] = v res [ join_path ( path )] . update ( section ) rec ( root , ()) root_level = res . pop ( \"\" , None ) if root_level is not None and len ( root_level ) > 0 : raise Exception ( \"Cannot dump root level config\" , root_level ) return dict ( res )","title":"confit.utils.collections"},{"location":"en/reference/utils/eval/","text":"confit.utils.eval Transformer Bases: NodeTransformer An ast NodeTransformer that only allows a subset of the Python AST. Source code in confit/utils/eval.py 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 class Transformer ( ast . NodeTransformer ): \"\"\" An ast NodeTransformer that only allows a subset of the Python AST. \"\"\" ALLOWED_NODE_TYPES = { \"Expression\" , \"Attribute\" , \"Slice\" , \"Subscript\" , \"Index\" , \"Constant\" , \"Tuple\" , \"Name\" , \"Load\" , \"Str\" , \"BinOp\" , \"Num\" , \"List\" , \"Dict\" , \"Set\" , \"Add\" , \"Sub\" , \"Mult\" , \"Div\" , \"FloorDiv\" , \"Mod\" , \"Pow\" , \"LShift\" , \"RShift\" , \"BitOr\" , \"BitXor\" , \"BitAnd\" , \"MatMult\" , \"And\" , \"Or\" , \"Compare\" , \"Eq\" , \"NotEq\" , \"Lt\" , \"LtE\" , \"Gt\" , \"GtE\" , \"Is\" , \"IsNot\" , \"In\" , \"NotIn\" , \"Starred\" , \"IfExp\" , } def generic_visit ( self , node ): \"\"\" Checks that the node type is allowed. \"\"\" nodetype = type ( node ) . __name__ if nodetype not in self . ALLOWED_NODE_TYPES : raise RuntimeError ( f \"Invalid expression: { nodetype } not allowed !\" ) return ast . NodeTransformer . generic_visit ( self , node ) generic_visit ( node ) Checks that the node type is allowed. Source code in confit/utils/eval.py 56 57 58 59 60 61 62 63 64 def generic_visit ( self , node ): \"\"\" Checks that the node type is allowed. \"\"\" nodetype = type ( node ) . __name__ if nodetype not in self . ALLOWED_NODE_TYPES : raise RuntimeError ( f \"Invalid expression: { nodetype } not allowed !\" ) return ast . NodeTransformer . generic_visit ( self , node ) safe_eval ( source , locals_dict = None ) Evaluate a Python string expression in a safe way. For instance, imports, function calls and builtins are disabled. PARAMETER DESCRIPTION source The expression to evaluate TYPE: str locals_dict The local variables to use in the evaluation TYPE: Optional [ Dict [ str , Any ]] DEFAULT: None RETURNS DESCRIPTION Any The result of the evaluation Source code in confit/utils/eval.py 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94 def safe_eval ( source : str , locals_dict : Optional [ Dict [ str , Any ]] = None ): \"\"\" Evaluate a Python string expression in a safe way. For instance, imports, function calls and builtins are disabled. Parameters ---------- source: str The expression to evaluate locals_dict: Optional[Dict[str, Any]] The local variables to use in the evaluation Returns ------- Any The result of the evaluation \"\"\" tree = ast . parse ( source , mode = \"eval\" ) transformer . visit ( tree ) clause = compile ( tree , \"\" , \"eval\" ) result = eval ( clause , { \"__builtins__\" : {}}, locals_dict ) return result","title":"confit.utils.eval"},{"location":"en/reference/utils/random/","text":"confit.utils.random set_seed Source code in confit/utils/random.py 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94 95 96 97 98 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 class set_seed : def __init__ ( self , seed , cuda : Optional [ bool ] = None ): \"\"\" Set seed values for random generators. If used as a context, restore the random state used before entering the context. Parameters ---------- seed: int Value used as a seed. cuda: bool Saves the cuda random states too \"\"\" # if seed is True: # seed = random.randint(1, 2**16) seed = random . randint ( 1 , 2 ** 16 ) if seed is True else seed self . state = get_random_generator_state ( cuda ) if seed is not None : random . seed ( seed ) try : import torch torch . manual_seed ( seed ) if cuda or ( cuda is None and torch . cuda . is_available () ): # pragma: no cover torch . cuda . manual_seed ( seed ) torch . cuda . manual_seed_all ( seed ) except ImportError : # pragma: no cover pass try : import numpy numpy . random . seed ( seed ) except ImportError : # pragma: no cover pass def __enter__ ( self ): return self def __exit__ ( self , exc_type , exc_val , exc_tb ): set_random_generator_state ( self . state ) __init__ ( seed , cuda = None ) Set seed values for random generators. If used as a context, restore the random state used before entering the context. PARAMETER DESCRIPTION seed Value used as a seed. cuda Saves the cuda random states too TYPE: Optional [ bool ] DEFAULT: None Source code in confit/utils/random.py 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94 95 96 97 98 99 100 101 102 103 104 105 106 107 def __init__ ( self , seed , cuda : Optional [ bool ] = None ): \"\"\" Set seed values for random generators. If used as a context, restore the random state used before entering the context. Parameters ---------- seed: int Value used as a seed. cuda: bool Saves the cuda random states too \"\"\" # if seed is True: # seed = random.randint(1, 2**16) seed = random . randint ( 1 , 2 ** 16 ) if seed is True else seed self . state = get_random_generator_state ( cuda ) if seed is not None : random . seed ( seed ) try : import torch torch . manual_seed ( seed ) if cuda or ( cuda is None and torch . cuda . is_available () ): # pragma: no cover torch . cuda . manual_seed ( seed ) torch . cuda . manual_seed_all ( seed ) except ImportError : # pragma: no cover pass try : import numpy numpy . random . seed ( seed ) except ImportError : # pragma: no cover pass get_random_generator_state ( cuda = None ) Get the torch , numpy and random random generator state. PARAMETER DESCRIPTION cuda Saves the cuda random states too DEFAULT: None RETURNS DESCRIPTION RandomGeneratorState Source code in confit/utils/random.py 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 def get_random_generator_state ( cuda = None ): \"\"\" Get the `torch`, `numpy` and `random` random generator state. Parameters ---------- cuda: bool Saves the cuda random states too Returns ------- RandomGeneratorState \"\"\" torch_state = torch_cuda_state = numpy_state = None random_state = random . getstate () try : import torch torch_state = torch . random . get_rng_state () if cuda or ( cuda is None and torch . cuda . is_available ()): # pragma: no cover torch_cuda_state = torch . cuda . get_rng_state_all () except ImportError : # pragma: no cover pass try : import numpy numpy_state = numpy . random . get_state () except ImportError : # pragma: no cover pass return RandomGeneratorState ( random_state , torch_state , numpy_state , torch_cuda_state , ) set_random_generator_state ( state ) Set the torch , numpy and random random generator state. PARAMETER DESCRIPTION state Source code in confit/utils/random.py 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 def set_random_generator_state ( state ): \"\"\" Set the `torch`, `numpy` and `random` random generator state. Parameters ---------- state: RandomGeneratorState \"\"\" random . setstate ( state . random ) if state . torch is not None : import torch torch . random . set_rng_state ( state . torch ) if ( state . torch_cuda is not None and torch . cuda . is_available () and len ( state . torch_cuda ) == torch . cuda . device_count () ): # pragma: no cover torch . cuda . set_rng_state_all ( state . torch_cuda ) if state . numpy is not None : import numpy numpy . random . set_state ( state . numpy )","title":"confit.utils.random"},{"location":"en/reference/utils/settings/","text":"confit.utils.settings","title":"confit.utils.settings"},{"location":"en/reference/utils/xjson/","text":"confit.utils.xjson Reference A path reference to a value in the configuration. Source code in confit/utils/xjson.py 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 class Reference : \"\"\" A path reference to a value in the configuration. \"\"\" def __init__ ( self , value : str ): \"\"\" Parameters ---------- value: str The path to the value in the configuration. \"\"\" self . value = value def __repr__ ( self ): return f \"$ {{ { self . value } }} \" def __str__ ( self ): return self . __repr__ () def __eq__ ( self , other ): return self . value == other . value __init__ ( value ) PARAMETER DESCRIPTION value The path to the value in the configuration. TYPE: str Source code in confit/utils/xjson.py 12 13 14 15 16 17 18 19 def __init__ ( self , value : str ): \"\"\" Parameters ---------- value: str The path to the value in the configuration. \"\"\" self . value = value XJsonTransformer Bases: Transformer A Lark transformer to parse extended JSON. Source code in confit/utils/xjson.py 81 82 83 84 85 86 87 88 89 90 91 92 93 94 95 96 97 98 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126 127 128 129 130 131 132 133 134 135 136 137 138 139 140 141 142 143 class XJsonTransformer ( Transformer ): \"\"\" A Lark transformer to parse extended JSON. \"\"\" def __init__ ( self , input_string : str ): \"\"\" Parameters ---------- input_string: str The input string to parse. \"\"\" super () . __init__ () self . input_string = input_string def string ( self , s ): \"\"\"Parse string\"\"\" ( s ,) = s return ast . literal_eval ( s ) def float ( self , n ): \"\"\"Parse number\"\"\" ( n ,) = n return float ( n ) def int ( self , n ): \"\"\"Parse number\"\"\" ( n ,) = n return int ( n ) def reference ( self , tree : Tree ): \"\"\"Parse reference\"\"\" meta = tree [ 0 ] . meta return Reference ( self . input_string [ meta . start_pos : meta . end_pos ]) list = list tuple = tuple pair = tuple dict = dict def null ( self , _ ): \"\"\"Parse null\"\"\" return None def true ( self , _ ): \"\"\"Parse true\"\"\" return True def false ( self , _ ): \"\"\"Parse false\"\"\" return False def plus_inf ( self , _ ): \"\"\"Parse infinity\"\"\" return float ( \"inf\" ) def minus_inf ( self , _ ): \"\"\"Parse -infinity\"\"\" return - float ( \"inf\" ) def nan ( self , _ ): \"\"\"Parse nan\"\"\" return float ( \"nan\" ) __init__ ( input_string ) PARAMETER DESCRIPTION input_string The input string to parse. TYPE: str Source code in confit/utils/xjson.py 86 87 88 89 90 91 92 93 94 def __init__ ( self , input_string : str ): \"\"\" Parameters ---------- input_string: str The input string to parse. \"\"\" super () . __init__ () self . input_string = input_string string ( s ) Parse string Source code in confit/utils/xjson.py 96 97 98 99 def string ( self , s ): \"\"\"Parse string\"\"\" ( s ,) = s return ast . literal_eval ( s ) float ( n ) Parse number Source code in confit/utils/xjson.py 101 102 103 104 def float ( self , n ): \"\"\"Parse number\"\"\" ( n ,) = n return float ( n ) int ( n ) Parse number Source code in confit/utils/xjson.py 106 107 108 109 def int ( self , n ): \"\"\"Parse number\"\"\" ( n ,) = n return int ( n ) reference ( tree ) Parse reference Source code in confit/utils/xjson.py 111 112 113 114 def reference ( self , tree : Tree ): \"\"\"Parse reference\"\"\" meta = tree [ 0 ] . meta return Reference ( self . input_string [ meta . start_pos : meta . end_pos ]) null ( _ ) Parse null Source code in confit/utils/xjson.py 121 122 123 def null ( self , _ ): \"\"\"Parse null\"\"\" return None true ( _ ) Parse true Source code in confit/utils/xjson.py 125 126 127 def true ( self , _ ): \"\"\"Parse true\"\"\" return True false ( _ ) Parse false Source code in confit/utils/xjson.py 129 130 131 def false ( self , _ ): \"\"\"Parse false\"\"\" return False plus_inf ( _ ) Parse infinity Source code in confit/utils/xjson.py 133 134 135 def plus_inf ( self , _ ): \"\"\"Parse infinity\"\"\" return float ( \"inf\" ) minus_inf ( _ ) Parse -infinity Source code in confit/utils/xjson.py 137 138 139 def minus_inf ( self , _ ): \"\"\"Parse -infinity\"\"\" return - float ( \"inf\" ) nan ( _ ) Parse nan Source code in confit/utils/xjson.py 141 142 143 def nan ( self , _ ): \"\"\"Parse nan\"\"\" return float ( \"nan\" ) loads ( s ) Load an extended JSON string into a python object. Takes care of detecting references and tuples PARAMETER DESCRIPTION s TYPE: str RETURNS DESCRIPTION Any Source code in confit/utils/xjson.py 262 263 264 265 266 267 268 269 270 271 272 273 274 275 276 277 278 279 280 281 282 def loads ( s : str ): \"\"\" Load an extended JSON string into a python object. Takes care of detecting references and tuples Parameters ---------- s: str Returns ------- Any \"\"\" try : return XJsonTransformer ( s ) . transform ( _json_parser . parse ( s )) except Exception : # Fail if we suspect that it is a malformed object # (e.g. has ', \", {, }, [, ] in it) if set ( s ) & set ( \",' \\\" {} []$\" ): raise MalformedValueError ( s ) return s dumps ( o ) Dump a python object into an extended JSON string. Takes care of serializing references and tuples PARAMETER DESCRIPTION o TYPE: Any RETURNS DESCRIPTION str Source code in confit/utils/xjson.py 285 286 287 288 289 290 291 292 293 294 295 296 297 298 299 def dumps ( o : Any ): \"\"\" Dump a python object into an extended JSON string. Takes care of serializing references and tuples Parameters ---------- o: Any Returns ------- str \"\"\" res = \"\" . join ( _make_iterencode ()( o )) return res","title":"confit.utils.xjson"},{"location":"fr/alternatives/","text":"Alternatives & Comparaison Dans cette section, nous explorons ce qui a inspir\u00e9 Confit et les diff\u00e9rences notables avec d'autres packages Python. Confection Confection (issu de la librairie Thinc ) est un autre framework de configuration dont Confit s'inspire largement. Confit et Confection permettent tous deux le chargement et l'exportation des donn\u00e9es de configuration \u00e0 partir de/vers des cha\u00eenes de caract\u00e8res ou des fichiers de configuration, ainsi que interpolation sur des types basiques et l'instanciation de classes personnalis\u00e9es \u00e0 partir d'un registre. Cependant, Confit va plus loin en permettant l'\u00e9valuation d'expressions arbitraires, l'interpolation post-r\u00e9solution et des fonctionnalit\u00e9s d'exportation telles que la sauvegarde dans des cha\u00eenes de caract\u00e8res ou des fichiers de configuration, la s\u00e9rialisation d'objets de type JSON, les classes personnalis\u00e9es et la s\u00e9rialisation de r\u00e9f\u00e9rences. Confit offre \u00e9galement une API pour d\u00e9finir des interfaces en ligne de commande en passant soit un fichier de configuration en argument, soit en passant des arguments (ou des substitutions), tout en b\u00e9n\u00e9ficiant de la validation des arguments et du transtypage. Gin-config Gin Config est un syst\u00e8me de configuration flexible con\u00e7u pour la recherche en apprentissage automatique. Comme Confit et Confection, gin-config permet l'interpolation sur des types basiques et l'instanciation de classes personnalis\u00e9es et offre un support pour les interfaces en ligne de commande. Cependant, il ne fournit pas de fonctionnalit\u00e9s d'exportation d'objets de configuration comme le fait Confit ou de validation des param\u00e8tres. Typer Typer est une biblioth\u00e8que pour d\u00e9finir facilement interfaces en ligne de commande (CLI). Bien que Typer offre une excellent prise en charge pour les CLI et une validation basique des arguments, il ne dispose pas de fonctionnalit\u00e9s li\u00e9es aux fichiers de configuration telles que le chargement, l'exportation ou la validation des param\u00e8tres comme le fait Confit. Confit s'appuie sur Typer pour ses fonctionnalit\u00e9s CLI mais prend \u00e9galement en charge les arguments de fichiers de configuration et l'instanciation de classes \u00e0 partir d'un registre, qui ne sont pas disponibles dans Typer. Cependant, si votre objectif principal est de construire une interface en ligne de commande robuste, Typer est une solide alternative. Pydantic-CLI Pydantic-CLI est une autre biblioth\u00e8que CLI qui combine Pydantic et argparse pour cr\u00e9er des interfaces de ligne de commande. Pydantic-CLI fournit un support CLI et une validation des arguments, similaire \u00e0 Typer. Cependant, elle n'a pas de fonctionnalit\u00e9s li\u00e9es aux fichiers de configuration comme Confit, et ne permet pas non plus d'instancier des classes personnalis\u00e9es. Tableau de comparaison Chargement Fonctionnalit\u00e9 Confit Confection Gin Typer Pydantic-cli Chargement \u00e0 partir du fichier str/config Interpolation basique NA NA \u00c9valuation d'expressions arbitraires NA NA Interpolation post-r\u00e9solution NA NA Instanciation de classe personnalis\u00e9e NA NA Export Fonctionnalit\u00e9 Confit Confection Gin Typer Pydantic-cli Export vers string / fichier cfg S\u00e9rialisation d'objets de type JSON NA NA NA S\u00e9rialisation des classes personnalis\u00e9es NA NA NA S\u00e9rialisation des r\u00e9f\u00e9rences NA NA NA Interface en ligne de commande (CLI) Fonctionnalit\u00e9 Confit Confection Gin Typer Pydantic-cli Utilisation en CLI Options courtes en CLI NA Validation des arguments NA Option de fichier de configuration NA Validation des param\u00e8tres Fonctionnalit\u00e9 Confit Confection Gin Typer Pydantic-cli Support de la validation des param\u00e8tres Casting automatique NA Depuis un appel fonction/classe Python NA","title":"Alternatives & Comparaison"},{"location":"fr/alternatives/#alternatives-comparaison","text":"Dans cette section, nous explorons ce qui a inspir\u00e9 Confit et les diff\u00e9rences notables avec d'autres packages Python.","title":"Alternatives & Comparaison"},{"location":"fr/alternatives/#confection","text":"Confection (issu de la librairie Thinc ) est un autre framework de configuration dont Confit s'inspire largement. Confit et Confection permettent tous deux le chargement et l'exportation des donn\u00e9es de configuration \u00e0 partir de/vers des cha\u00eenes de caract\u00e8res ou des fichiers de configuration, ainsi que interpolation sur des types basiques et l'instanciation de classes personnalis\u00e9es \u00e0 partir d'un registre. Cependant, Confit va plus loin en permettant l'\u00e9valuation d'expressions arbitraires, l'interpolation post-r\u00e9solution et des fonctionnalit\u00e9s d'exportation telles que la sauvegarde dans des cha\u00eenes de caract\u00e8res ou des fichiers de configuration, la s\u00e9rialisation d'objets de type JSON, les classes personnalis\u00e9es et la s\u00e9rialisation de r\u00e9f\u00e9rences. Confit offre \u00e9galement une API pour d\u00e9finir des interfaces en ligne de commande en passant soit un fichier de configuration en argument, soit en passant des arguments (ou des substitutions), tout en b\u00e9n\u00e9ficiant de la validation des arguments et du transtypage.","title":"Confection"},{"location":"fr/alternatives/#gin-config","text":"Gin Config est un syst\u00e8me de configuration flexible con\u00e7u pour la recherche en apprentissage automatique. Comme Confit et Confection, gin-config permet l'interpolation sur des types basiques et l'instanciation de classes personnalis\u00e9es et offre un support pour les interfaces en ligne de commande. Cependant, il ne fournit pas de fonctionnalit\u00e9s d'exportation d'objets de configuration comme le fait Confit ou de validation des param\u00e8tres.","title":"Gin-config"},{"location":"fr/alternatives/#typer","text":"Typer est une biblioth\u00e8que pour d\u00e9finir facilement interfaces en ligne de commande (CLI). Bien que Typer offre une excellent prise en charge pour les CLI et une validation basique des arguments, il ne dispose pas de fonctionnalit\u00e9s li\u00e9es aux fichiers de configuration telles que le chargement, l'exportation ou la validation des param\u00e8tres comme le fait Confit. Confit s'appuie sur Typer pour ses fonctionnalit\u00e9s CLI mais prend \u00e9galement en charge les arguments de fichiers de configuration et l'instanciation de classes \u00e0 partir d'un registre, qui ne sont pas disponibles dans Typer. Cependant, si votre objectif principal est de construire une interface en ligne de commande robuste, Typer est une solide alternative.","title":"Typer"},{"location":"fr/alternatives/#pydantic-cli","text":"Pydantic-CLI est une autre biblioth\u00e8que CLI qui combine Pydantic et argparse pour cr\u00e9er des interfaces de ligne de commande. Pydantic-CLI fournit un support CLI et une validation des arguments, similaire \u00e0 Typer. Cependant, elle n'a pas de fonctionnalit\u00e9s li\u00e9es aux fichiers de configuration comme Confit, et ne permet pas non plus d'instancier des classes personnalis\u00e9es.","title":"Pydantic-CLI"},{"location":"fr/alternatives/#tableau-de-comparaison","text":"","title":"Tableau de comparaison"},{"location":"fr/alternatives/#chargement","text":"Fonctionnalit\u00e9 Confit Confection Gin Typer Pydantic-cli Chargement \u00e0 partir du fichier str/config Interpolation basique NA NA \u00c9valuation d'expressions arbitraires NA NA Interpolation post-r\u00e9solution NA NA Instanciation de classe personnalis\u00e9e NA NA","title":"Chargement"},{"location":"fr/alternatives/#export","text":"Fonctionnalit\u00e9 Confit Confection Gin Typer Pydantic-cli Export vers string / fichier cfg S\u00e9rialisation d'objets de type JSON NA NA NA S\u00e9rialisation des classes personnalis\u00e9es NA NA NA S\u00e9rialisation des r\u00e9f\u00e9rences NA NA NA","title":"Export"},{"location":"fr/alternatives/#interface-en-ligne-de-commande-cli","text":"Fonctionnalit\u00e9 Confit Confection Gin Typer Pydantic-cli Utilisation en CLI Options courtes en CLI NA Validation des arguments NA Option de fichier de configuration NA","title":"Interface en ligne de commande (CLI)"},{"location":"fr/alternatives/#validation-des-parametres","text":"Fonctionnalit\u00e9 Confit Confection Gin Typer Pydantic-cli Support de la validation des param\u00e8tres Casting automatique NA Depuis un appel fonction/classe Python NA","title":"Validation des param\u00e8tres"},{"location":"fr/getting-started/","text":"Mise en route Installation Installez la biblioth\u00e8que avec pip : $ pip install confit Un exemple simple Confit n'abstrait que le code standard li\u00e9 \u00e0 la configuration et laisse le reste de votre code inchang\u00e9. Voici un exemple : script.py import datetime + from confit import Cli, Registry, RegistryCollection + app = Cli(pretty_exceptions_show_locals=False) + class RegistryCollection(: + factory = Registry((\"test_cli\", \"factory\"), entry_points=True) + @registry.factory.register(\"submodel\") class SubModel: # Le typage est facultatif mais recommand\u00e9 pour b\u00e9n\u00e9ficier du transtypage des arguments def __init__(self, value: float, desc: str = \"\"): self.value = value self.desc = desc + @registry.factory.register(\"bigmodel\") class BigModel: def __init__(self, date: datetime.date, submodel: SubModel): self.date = date self.submodel = submodel + @app.command(name=\"script\", registry=registry) def func(modelA: BigModel, modelB: BigModel, other: int, seed: int): assert modelA.submodel is modelB.submodel assert modelA.date == datetime.date(2010, 10, 10) print(\"Autre :\", other) + if __name__ == \"__main__\": + app() Cr\u00e9ez un nouveau fichier de configuration INI syatax YAML syntax config.cfg # CLI sections [script] modelA = ${modelA} modelB = ${modelB} # CLI common parameters [modelA] @factory = \"bigmodel\" date = \"2010-10-10\" [modelA.submodel] @factory = \"submodel\" value = 12 [modelB] date = \"2003-04-05\" submodel = ${modelA.submodel} et ex\u00e9cutez la commande suivante depuis le terminal $ python script.py --config config.cfg --seed 42 config.yaml script : modelA : ${modelA} modelB : ${modelB} modelA : \"@factory\" : \"bigmodel\" date : \"2010-10-10\" submodel : \"@factory\" : \"submodel\" value : 12 modelB : date : \"2003-04-05\" submodel : ${modelA.submodel} et ex\u00e9cutez la commande suivante depuis le terminal $ python script.py --config config.yaml --seed 42 Nom Pour utiliser le nom de votre chemin de configuration (par exemple config-expe-2 si le fichier de configuration est nomm\u00e9 config-expe-2.cfg dans * la configuration (apr\u00e8s r\u00e9solution), mentionnez simplement name = None sous la section dont le titre a \u00e9t\u00e9 fourni \u00e0 @app.command(name=) Configurations multiples Vous pouvez passer plusieurs fichiers de configuration en r\u00e9p\u00e9tant l'option --config . La configuration sera fusionn\u00e9e dans l'ordre. Vous pouvez toujours appeler la m\u00e9thode function depuis votre code, mais vous b\u00e9n\u00e9ficiez maintenant \u00e9galement de la validation des arguments ! from script import func , BigModel , SubModel # Pour initialiser la graine avant de cr\u00e9er les mod\u00e8les from confit.utils.random import set_seed seed = 42 set_seed ( seed ) submodel = SubModel ( value = 12 ) # BigModel convertira les cha\u00eenes de caract\u00e8res de date en objets datetime.date modelA = BigModel ( date = \"2003-02-01\" , submodel = submodel ) modelB = BigModel ( date = \"2003-04-05\" , submodel = submodel ) func ( modelA = modelA , modelB = modelA , seed = seed , )","title":"Mise en route"},{"location":"fr/getting-started/#mise-en-route","text":"","title":"Mise en route"},{"location":"fr/getting-started/#installation","text":"Installez la biblioth\u00e8que avec pip : $ pip install confit","title":"Installation"},{"location":"fr/getting-started/#un-exemple-simple","text":"Confit n'abstrait que le code standard li\u00e9 \u00e0 la configuration et laisse le reste de votre code inchang\u00e9. Voici un exemple : script.py import datetime + from confit import Cli, Registry, RegistryCollection + app = Cli(pretty_exceptions_show_locals=False) + class RegistryCollection(: + factory = Registry((\"test_cli\", \"factory\"), entry_points=True) + @registry.factory.register(\"submodel\") class SubModel: # Le typage est facultatif mais recommand\u00e9 pour b\u00e9n\u00e9ficier du transtypage des arguments def __init__(self, value: float, desc: str = \"\"): self.value = value self.desc = desc + @registry.factory.register(\"bigmodel\") class BigModel: def __init__(self, date: datetime.date, submodel: SubModel): self.date = date self.submodel = submodel + @app.command(name=\"script\", registry=registry) def func(modelA: BigModel, modelB: BigModel, other: int, seed: int): assert modelA.submodel is modelB.submodel assert modelA.date == datetime.date(2010, 10, 10) print(\"Autre :\", other) + if __name__ == \"__main__\": + app() Cr\u00e9ez un nouveau fichier de configuration INI syatax YAML syntax config.cfg # CLI sections [script] modelA = ${modelA} modelB = ${modelB} # CLI common parameters [modelA] @factory = \"bigmodel\" date = \"2010-10-10\" [modelA.submodel] @factory = \"submodel\" value = 12 [modelB] date = \"2003-04-05\" submodel = ${modelA.submodel} et ex\u00e9cutez la commande suivante depuis le terminal $ python script.py --config config.cfg --seed 42 config.yaml script : modelA : ${modelA} modelB : ${modelB} modelA : \"@factory\" : \"bigmodel\" date : \"2010-10-10\" submodel : \"@factory\" : \"submodel\" value : 12 modelB : date : \"2003-04-05\" submodel : ${modelA.submodel} et ex\u00e9cutez la commande suivante depuis le terminal $ python script.py --config config.yaml --seed 42 Nom Pour utiliser le nom de votre chemin de configuration (par exemple config-expe-2 si le fichier de configuration est nomm\u00e9 config-expe-2.cfg dans * la configuration (apr\u00e8s r\u00e9solution), mentionnez simplement name = None sous la section dont le titre a \u00e9t\u00e9 fourni \u00e0 @app.command(name=) Configurations multiples Vous pouvez passer plusieurs fichiers de configuration en r\u00e9p\u00e9tant l'option --config . La configuration sera fusionn\u00e9e dans l'ordre. Vous pouvez toujours appeler la m\u00e9thode function depuis votre code, mais vous b\u00e9n\u00e9ficiez maintenant \u00e9galement de la validation des arguments ! from script import func , BigModel , SubModel # Pour initialiser la graine avant de cr\u00e9er les mod\u00e8les from confit.utils.random import set_seed seed = 42 set_seed ( seed ) submodel = SubModel ( value = 12 ) # BigModel convertira les cha\u00eenes de caract\u00e8res de date en objets datetime.date modelA = BigModel ( date = \"2003-02-01\" , submodel = submodel ) modelB = BigModel ( date = \"2003-04-05\" , submodel = submodel ) func ( modelA = modelA , modelB = modelA , seed = seed , )","title":"Un exemple simple"},{"location":"fr/","text":"Confit Confit est un syst\u00e8me de configuration complet et facile d'utilisation qui vise \u00e0 am\u00e9liorer la reproductibilit\u00e9 des exp\u00e9riences en s'appuyant sur le syst\u00e8me de typage Python, sur des fichiers de configuration minimaux et avec une interface en ligne de commande. Architecture Les trois piliers de ce syst\u00e8me de configuration sont le registre catalogue , le syst\u00e8me de validation Pydantic et la biblioth\u00e8que de CLI typer . Registre Le registre catalogue stocke les diff\u00e9rents objects (classes ou fonctions) qui peuvent \u00eatre compos\u00e9s ensemble pour executer votre programme. Une fois enregistr\u00e9s, avec le d\u00e9corateur registry.factory.register ces objets sont accessibles via les entry-points et peuvent \u00eatre utilis\u00e9s dans le syst\u00e8me de configuration. Pour commencer, vous pouvez cr\u00e9er un registre \"factory\" comme suit: from confit import Registry , RegistryCollection class registry ( RegistryCollection ): factory = Registry (( \"my_library\" , \"factory\" ), entry_points = True ) \u00c0 quoi cela sert-il ? Avec ce registre, vous pouvez enregistrer une fonction ou une classe : @registry . factory . register ( \"my-function\" ) def my_function ( value = 10 ): print ( f \"The value is { value } !\" ) Maintenant, vous pouvez r\u00e9cup\u00e9rer dynamiquement la fonction depuis n'importe o\u00f9 : func = registry . factory . get ( \"my-function\" ) func () # Out: \"The value is 10!\" func ( value = 42 ) # Out: \"The value is 42!\" Syst\u00e8me de typage Le d\u00e9corateur Pydantic validate_arguments am\u00e9liore une fonction pour analyser et valider automatiquement ses arguments \u00e0 chaque appel, en utilisant le syst\u00e8me de validation bas\u00e9 sur le typage Pydantic. Par exemple, les cha\u00eenes de caract\u00e8res peuvent \u00eatre automatiquement converties en objets Path, ou en objets datetime ou en nombres, en fonction de l'annotation de type de l'argument. Combin\u00e9 avec notre syst\u00e8me de configuration, les dictionnaires pass\u00e9s en arguments \u00e0 une fonction d\u00e9cor\u00e9e peuvent \u00eatre \"cast\u00e9s\" en classes instanci\u00e9es si ces classes \u00e9taient elles-m\u00eames d\u00e9cor\u00e9es. CLI Documentation en cours L'objet Config L'objet de configuration, la classe Config , est un dictionnaire augment\u00e9 qui peut \u00eatre utilis\u00e9 pour lire et \u00e9crire des fichiers cfg , interpoler des variables et instancier des composants via le registre avec des cl\u00e9s sp\u00e9ciales @factory . Un fichier cfg peut \u00eatre utilis\u00e9 directement comme entr\u00e9e pour une fonction d\u00e9cor\u00e9e en CLI. Nous montrerons ci-dessous des exemples partiels de complexit\u00e9 croissante. Voir ici pour un exemple complet. Instanciation d'un objet script.py @registry . factory . register ( \"my-class\" ) class MyClass : def __init__ ( self , value1 : int , value2 : float ): self . value1 = value1 self . value2 = value2 INI syntax YAML syntax config.cfg [myclass] @factory = \"my-class\" value1 = 1.1 value2 = 2.5 config.yaml myclass : \"@factory\" : \"my-class\" value1 : 1.1 value2 : 2.5 Ici, Confit va : Analyser la configuration R\u00e9cup\u00e9rer la classe cible \u00e0 partir du registre Valider les param\u00e8tres si n\u00e9cessaire (dans ce cas, value1 est typ\u00e9 en tant qu'entier, il sera donc converti en entier en d\u00e9finissant value1=1 ) Instancier la classe en utilisant les param\u00e8tres valid\u00e9s Interpolation des valeurs Lorsque plusieurs sections de la configuration doivent acc\u00e9der \u00e0 la m\u00eame valeur, vous pouvez utiliser une r\u00e9f\u00e9rence avec la syntaxe ${} : INI syntax YAML syntax config.cfg [myclass] @factory = \"my-class\" value1 = 1.1 value2 = ${other_values.value3} [other_values] value3 = 10 config.yaml myclass : \"@factory\" : \"my-class\" value1 : 1.1 value2 : ${other_values.value3} Ici, value2 sera d\u00e9fini \u00e0 10, comme value3 . Interpolation avanc\u00e9e Vous pouvez m\u00eame passer des objets instanci\u00e9s ! Supposons que nous ayons une classe enregistr\u00e9e myOtherClass attendant une instance de MyClass en entr\u00e9e. Vous pourriez utiliser la configuration suivante : INI syntax YAML syntax config.cfg [func] @factory = \"my-other-class\" obj = ${myclass} [myclass] @factory = \"my-class\" value1 = 1.1 value2 = ${other_values.value3} [other_values] value3 = 10 config.yaml func : \"@factory\" : \"my-other-class\" obj : ${myclass} myclass : \"@factory\" : \"my-class\" value1 : 1.1 value2 : ${other_values.value3} other_values : value3 : 10 Enfin, vous pouvez vouloir acc\u00e9der \u00e0 certains attributs des classes Python qui sont disponibles apr\u00e8s l'instanciation, mais pas pr\u00e9sents dans le fichier de configuration. Par exemple, modifions notre classe MyClass : script.py @registry.factory.register(\"my-class\") class MyClass: def __init__(self, value1: int, value2: float): self.value1 = value1 self.value2 = value2 + self.hidden_value = 99 Pour acc\u00e9der \u00e0 ces valeurs directement dans le fichier de configuration, utilisez la syntaxe ${} (remarquez les deux points au lieu du point ) INI syntax YAML syntax config.cfg [object] @factory = \"my-class\" value1 = 1.1 value2 = 2.5 [other_values] value3 = ${object:hidden_value} config.yaml object : \"@factory\" : \"my-class\" value1 : 1.1 value2 : 2.5 other_values : value3 : ${object:hidden_value}","title":"Confit"},{"location":"fr/#confit","text":"Confit est un syst\u00e8me de configuration complet et facile d'utilisation qui vise \u00e0 am\u00e9liorer la reproductibilit\u00e9 des exp\u00e9riences en s'appuyant sur le syst\u00e8me de typage Python, sur des fichiers de configuration minimaux et avec une interface en ligne de commande.","title":"Confit"},{"location":"fr/#architecture","text":"Les trois piliers de ce syst\u00e8me de configuration sont le registre catalogue , le syst\u00e8me de validation Pydantic et la biblioth\u00e8que de CLI typer .","title":"Architecture"},{"location":"fr/#registre","text":"Le registre catalogue stocke les diff\u00e9rents objects (classes ou fonctions) qui peuvent \u00eatre compos\u00e9s ensemble pour executer votre programme. Une fois enregistr\u00e9s, avec le d\u00e9corateur registry.factory.register ces objets sont accessibles via les entry-points et peuvent \u00eatre utilis\u00e9s dans le syst\u00e8me de configuration. Pour commencer, vous pouvez cr\u00e9er un registre \"factory\" comme suit: from confit import Registry , RegistryCollection class registry ( RegistryCollection ): factory = Registry (( \"my_library\" , \"factory\" ), entry_points = True ) \u00c0 quoi cela sert-il ? Avec ce registre, vous pouvez enregistrer une fonction ou une classe : @registry . factory . register ( \"my-function\" ) def my_function ( value = 10 ): print ( f \"The value is { value } !\" ) Maintenant, vous pouvez r\u00e9cup\u00e9rer dynamiquement la fonction depuis n'importe o\u00f9 : func = registry . factory . get ( \"my-function\" ) func () # Out: \"The value is 10!\" func ( value = 42 ) # Out: \"The value is 42!\"","title":"Registre"},{"location":"fr/#systeme-de-typage","text":"Le d\u00e9corateur Pydantic validate_arguments am\u00e9liore une fonction pour analyser et valider automatiquement ses arguments \u00e0 chaque appel, en utilisant le syst\u00e8me de validation bas\u00e9 sur le typage Pydantic. Par exemple, les cha\u00eenes de caract\u00e8res peuvent \u00eatre automatiquement converties en objets Path, ou en objets datetime ou en nombres, en fonction de l'annotation de type de l'argument. Combin\u00e9 avec notre syst\u00e8me de configuration, les dictionnaires pass\u00e9s en arguments \u00e0 une fonction d\u00e9cor\u00e9e peuvent \u00eatre \"cast\u00e9s\" en classes instanci\u00e9es si ces classes \u00e9taient elles-m\u00eames d\u00e9cor\u00e9es.","title":"Syst\u00e8me de typage"},{"location":"fr/#cli","text":"Documentation en cours","title":"CLI"},{"location":"fr/#lobjet-config","text":"L'objet de configuration, la classe Config , est un dictionnaire augment\u00e9 qui peut \u00eatre utilis\u00e9 pour lire et \u00e9crire des fichiers cfg , interpoler des variables et instancier des composants via le registre avec des cl\u00e9s sp\u00e9ciales @factory . Un fichier cfg peut \u00eatre utilis\u00e9 directement comme entr\u00e9e pour une fonction d\u00e9cor\u00e9e en CLI. Nous montrerons ci-dessous des exemples partiels de complexit\u00e9 croissante. Voir ici pour un exemple complet.","title":"L'objet Config"},{"location":"fr/#instanciation-dun-objet","text":"script.py @registry . factory . register ( \"my-class\" ) class MyClass : def __init__ ( self , value1 : int , value2 : float ): self . value1 = value1 self . value2 = value2 INI syntax YAML syntax config.cfg [myclass] @factory = \"my-class\" value1 = 1.1 value2 = 2.5 config.yaml myclass : \"@factory\" : \"my-class\" value1 : 1.1 value2 : 2.5 Ici, Confit va : Analyser la configuration R\u00e9cup\u00e9rer la classe cible \u00e0 partir du registre Valider les param\u00e8tres si n\u00e9cessaire (dans ce cas, value1 est typ\u00e9 en tant qu'entier, il sera donc converti en entier en d\u00e9finissant value1=1 ) Instancier la classe en utilisant les param\u00e8tres valid\u00e9s","title":"Instanciation d'un objet"},{"location":"fr/#interpolation-des-valeurs","text":"Lorsque plusieurs sections de la configuration doivent acc\u00e9der \u00e0 la m\u00eame valeur, vous pouvez utiliser une r\u00e9f\u00e9rence avec la syntaxe ${} : INI syntax YAML syntax config.cfg [myclass] @factory = \"my-class\" value1 = 1.1 value2 = ${other_values.value3} [other_values] value3 = 10 config.yaml myclass : \"@factory\" : \"my-class\" value1 : 1.1 value2 : ${other_values.value3} Ici, value2 sera d\u00e9fini \u00e0 10, comme value3 .","title":"Interpolation des valeurs"},{"location":"fr/#interpolation-avancee","text":"Vous pouvez m\u00eame passer des objets instanci\u00e9s ! Supposons que nous ayons une classe enregistr\u00e9e myOtherClass attendant une instance de MyClass en entr\u00e9e. Vous pourriez utiliser la configuration suivante : INI syntax YAML syntax config.cfg [func] @factory = \"my-other-class\" obj = ${myclass} [myclass] @factory = \"my-class\" value1 = 1.1 value2 = ${other_values.value3} [other_values] value3 = 10 config.yaml func : \"@factory\" : \"my-other-class\" obj : ${myclass} myclass : \"@factory\" : \"my-class\" value1 : 1.1 value2 : ${other_values.value3} other_values : value3 : 10 Enfin, vous pouvez vouloir acc\u00e9der \u00e0 certains attributs des classes Python qui sont disponibles apr\u00e8s l'instanciation, mais pas pr\u00e9sents dans le fichier de configuration. Par exemple, modifions notre classe MyClass : script.py @registry.factory.register(\"my-class\") class MyClass: def __init__(self, value1: int, value2: float): self.value1 = value1 self.value2 = value2 + self.hidden_value = 99 Pour acc\u00e9der \u00e0 ces valeurs directement dans le fichier de configuration, utilisez la syntaxe ${} (remarquez les deux points au lieu du point ) INI syntax YAML syntax config.cfg [object] @factory = \"my-class\" value1 = 1.1 value2 = 2.5 [other_values] value3 = ${object:hidden_value} config.yaml object : \"@factory\" : \"my-class\" value1 : 1.1 value2 : 2.5 other_values : value3 : ${object:hidden_value}","title":"Interpolation avanc\u00e9e"},{"location":"fr/reference/","text":"confit","title":"confit"},{"location":"fr/reference/cli/","text":"confit.cli Cli Bases: Typer Custom Typer object that: validates a command parameters before executing it accepts a configuration file describing the parameters automatically instantiates parameters given a dictionary when type hinted Source code in confit/cli.py 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94 95 96 97 98 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126 127 128 129 130 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 150 151 152 153 154 155 156 157 158 159 160 161 162 163 164 165 166 167 168 169 170 171 172 173 174 175 176 177 178 179 180 class Cli ( Typer ): \"\"\" Custom Typer object that: - validates a command parameters before executing it - accepts a configuration file describing the parameters - automatically instantiates parameters given a dictionary when type hinted \"\"\" def command ( # noqa self , name , * , cls : Optional [ Type [ TyperCommand ]] = None , context_settings : Optional [ Dict [ Any , Any ]] = None , help : Optional [ str ] = None , epilog : Optional [ str ] = None , short_help : Optional [ str ] = None , options_metavar : str = \"[OPTIONS]\" , add_help_option : bool = True , no_args_is_help : bool = False , hidden : bool = False , deprecated : bool = False , # Rich settings rich_help_panel : Union [ str , None ] = Default ( None ), registry : Any = None , ) -> Callable [[ CommandFunctionType ], CommandFunctionType ]: typer_command = super () . command ( name = name , cls = cls , help = help , epilog = epilog , short_help = short_help , options_metavar = options_metavar , add_help_option = add_help_option , no_args_is_help = no_args_is_help , hidden = hidden , deprecated = deprecated , rich_help_panel = rich_help_panel , context_settings = { ** ( context_settings or {}), \"ignore_unknown_options\" : True , \"allow_extra_args\" : True , }, ) def wrapper ( fn ): validated = validate_arguments ( fn ) @typer_command def command ( ctx : Context , config : Optional [ List [ Path ]] = None ): config_path = config has_meta = _fn_has_meta ( fn ) if config_path : config , name_from_file = merge_from_disk ( config_path ) else : config = Config ({ name : {}}) model_fields = ( validated . model . model_fields if hasattr ( validated . model , \"model_fields\" ) else validated . model . __fields__ ) for k , v in parse_overrides ( ctx . args ) . items (): if \".\" not in k : parts = ( name , k ) else : parts = k . split ( \".\" ) if parts [ 0 ] in model_fields and parts [ 0 ] not in config : parts = ( name , * parts ) current = config if parts [ 0 ] not in current : raise Exception ( f \" { k } does not match any existing section in config\" ) for part in parts [: - 1 ]: current = current . setdefault ( part , Config ()) current [ parts [ - 1 ]] = v try : default_seed = model_fields . get ( \"seed\" ) if default_seed is not None : default_seed = default_seed . get_default () seed = Config . resolve ( config . get ( name , {}) . get ( \"seed\" , default_seed ), registry = registry , root = config , ) if seed is not None : set_seed ( seed ) resolved_config = Config ( config [ name ]) . resolve ( registry = registry , root = config ) if has_meta : config_meta = dict ( config_path = config_path , resolved_config = resolved_config , unresolved_config = config , ) return validated ( ** resolved_config , config_meta = config_meta , ) else : return validated ( ** resolved_config ) except ( LegacyValidationError , ConfitValidationError ) as e : e . raw_errors = patch_errors ( e . raw_errors , ( name ,), ) if is_debug () or e . __cause__ is not None : raise e try : import rich console = rich . console . Console ( stderr = True ) console . print ( \"Validation error:\" , style = \"red\" , end = \" \" ) console . print ( str ( e )) except ImportError : # pragma: no cover print ( \"Validation error:\" , file = sys . stderr , end = \" \" ) print ( str ( e ), file = sys . stderr ) sys . exit ( 1 ) except KeyboardInterrupt as e : # pragma: no cover raise Exception ( \"Interrupted by user\" ) from e return validated return wrapper parse_overrides ( args ) Parse the overrides from the command line into a dictionary of key-value pairs. PARAMETER DESCRIPTION args The arguments to parse TYPE: List [ str ] RETURNS DESCRIPTION Dict [ str , Any ] The parsed overrides as a dictionary Source code in confit/cli.py 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 def parse_overrides ( args : List [ str ]) -> Dict [ str , Any ]: \"\"\" Parse the overrides from the command line into a dictionary of key-value pairs. Parameters ---------- args: List[str] The arguments to parse Returns ------- Dict[str, Any] The parsed overrides as a dictionary \"\"\" result = {} while args : opt = args . pop ( 0 ) err = f \"Invalid config override ' { opt } '\" if opt . startswith ( \"--\" ): # new argument opt = opt . replace ( \"--\" , \"\" ) if \"=\" in opt : # we have --opt=value opt , value = opt . split ( \"=\" , 1 ) else : if not args or args [ 0 ] . startswith ( \"--\" ): # flag with no value value = \"true\" else : value = args . pop ( 0 ) opt = opt . replace ( \"-\" , \"_\" ) result [ opt ] = loads ( value ) else : secho ( f \" { err } : doesn't support shorthands\" , fg = colors . RED ) exit ( 1 ) return result","title":"confit.cli"},{"location":"fr/reference/config/","text":"confit.config Config Bases: dict The configuration system consists of a supercharged dict, the Config class, that can be used to read and write to cfg files, interpolate variables and instantiate components through the registry with some special @factory keys. A cfg file can be used directly as an input to a CLI-decorated function. Source code in confit/config.py 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94 95 96 97 98 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126 127 128 129 130 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 150 151 152 153 154 155 156 157 158 159 160 161 162 163 164 165 166 167 168 169 170 171 172 173 174 175 176 177 178 179 180 181 182 183 184 185 186 187 188 189 190 191 192 193 194 195 196 197 198 199 200 201 202 203 204 205 206 207 208 209 210 211 212 213 214 215 216 217 218 219 220 221 222 223 224 225 226 227 228 229 230 231 232 233 234 235 236 237 238 239 240 241 242 243 244 245 246 247 248 249 250 251 252 253 254 255 256 257 258 259 260 261 262 263 264 265 266 267 268 269 270 271 272 273 274 275 276 277 278 279 280 281 282 283 284 285 286 287 288 289 290 291 292 293 294 295 296 297 298 299 300 301 302 303 304 305 306 307 308 309 310 311 312 313 314 315 316 317 318 319 320 321 322 323 324 325 326 327 328 329 330 331 332 333 334 335 336 337 338 339 340 341 342 343 344 345 346 347 348 349 350 351 352 353 354 355 356 357 358 359 360 361 362 363 364 365 366 367 368 369 370 371 372 373 374 375 376 377 378 379 380 381 382 383 384 385 386 387 388 389 390 391 392 393 394 395 396 397 398 399 400 401 402 403 404 405 406 407 408 409 410 411 412 413 414 415 416 417 418 419 420 421 422 423 424 425 426 427 428 429 430 431 432 433 434 435 436 437 438 439 440 441 442 443 444 445 446 447 448 449 450 451 452 453 454 455 456 457 458 459 460 461 462 463 464 465 466 467 468 469 470 471 472 473 474 475 476 477 478 479 480 481 482 483 484 485 486 487 488 489 490 491 492 493 494 495 496 497 498 499 500 501 502 503 504 505 506 507 508 509 510 511 512 513 514 515 516 517 518 519 520 521 522 523 524 525 526 527 528 529 530 531 532 533 534 535 536 537 538 539 540 541 542 543 544 545 546 547 548 549 550 551 552 553 554 555 556 557 558 559 560 561 562 563 564 565 566 567 568 569 570 571 572 573 574 575 576 577 578 579 580 581 582 583 584 585 586 587 588 589 590 591 class Config ( dict ): \"\"\" The configuration system consists of a supercharged dict, the `Config` class, that can be used to read and write to `cfg` files, interpolate variables and instantiate components through the registry with some special `@factory` keys. A cfg file can be used directly as an input to a CLI-decorated function. \"\"\" def __init__ ( self , * args : Any , ** kwargs : Any ): \"\"\" A new config object can be instantiated either from a dict as a positional argument, or from keyword arguments. Only one of these two options can be used at a time. Parameters ---------- args: Any kwargs: Any \"\"\" if len ( args ) == 1 and isinstance ( args [ 0 ], dict ): assert len ( kwargs ) == 0 kwargs = args [ 0 ] super () . __init__ ( ** kwargs ) @classmethod def from_cfg_str ( cls , s : str , resolve : bool = False , registry : Any = None ) -> Any : \"\"\" Load a config object from a config string Parameters ---------- s: Union[str, Path] The cfg config string resolve Whether to resolve sections with '@' keys registry Optional registry to resolve from. If None, the default registry will be used. Returns ------- Config \"\"\" parser = ConfigParser ( interpolation = None ) parser . optionxform = str parser . read_string ( s ) config = Config () for section in parser . sections (): parts = split_path ( section ) current = config for part in parts : if part not in current : current [ part ] = current = Config () else : current = current [ part ] current . clear () errors = [] for k , v in parser . items ( section ): path = split_path ( k ) for part in path [: - 1 ]: if part not in current : current [ part ] = current = Config () else : current = current [ part ] try : current [ path [ - 1 ]] = loads ( v ) except ValueError as e : errors . append ( ErrorWrapper ( e , loc = path )) if errors : raise ConfitValidationError ( errors = errors ) if resolve : return config . resolve ( registry = registry ) return config @classmethod def from_yaml_str ( cls , s : str , resolve : bool = False , registry : Any = None ) -> Any : import yaml class ConfitYamlLoader ( yaml . SafeLoader ): def construct_object ( self , x , deep = False ): if isinstance ( x , yaml . ScalarNode ): if x . style == '\"' or x . style == \"'\" : return loads ( x . style + x . value + x . style ) return loads ( x . value ) return super () . construct_object ( x , deep ) stream = StringIO ( s ) config = Config ( yaml . load ( stream , Loader = ConfitYamlLoader )) if resolve : return config . resolve ( registry = registry ) return config @classmethod def from_disk ( cls , path : Union [ str , Path ], resolve : bool = False , registry : Any = None ) -> \"Config\" : \"\"\" Load a config object from a '.cfg' file Parameters ---------- path: Union[str, Path] The path to the config object resolve Whether to resolve mappings with '@' keys registry Optional registry to resolve from. If None, the default registry will be used. Returns ------- Config \"\"\" s = Path ( path ) . read_text ( encoding = \"utf-8\" ) path_str = str ( path ) if path_str . endswith ( \".yaml\" ) or path_str . endswith ( \".yml\" ): return cls . from_yaml_str ( s , resolve = resolve , registry = registry ) else : return cls . from_cfg_str ( s , resolve = resolve , registry = registry ) from_str = from_cfg_str def to_disk ( self , path : Union [ str , Path ]): \"\"\" Export a config to the disk (usually to a .cfg file) Parameters ---------- path: Union[str, path] \"\"\" path_str = str ( path ) if path_str . endswith ( \".yaml\" ) or path_str . endswith ( \".yml\" ): s = self . to_yaml_str () else : s = Config . to_str ( self ) Path ( path ) . write_text ( s , encoding = \"utf-8\" ) def serialize ( self : Any ): \"\"\" Try to convert non-serializable objects using the RESOLVED_TO_CONFIG object back to their original catalogue + params form We try to preserve referential equalities between non dict/list/tuple objects by serializing subsequent references to the same object as references to its first occurrence in the tree. ```python a = A() # serializable object cfg = {\"a\": a, \"b\": a} print(Config.serialize(cfg)) # Out: {\"a\": {...}, \"b\": Reference(\"a\")} ``` Returns ------- Config \"\"\" refs = {} # Temp memory to avoid objects being garbage collected mem = [] def is_simple ( o ): return o is None or isinstance ( o , ( str , int , float , bool , Reference )) def rec ( o : Any , path : Loc = ()): if id ( o ) in refs : return refs [ id ( o )] if is_simple ( o ): return o if isinstance ( o , collections . abc . Mapping ): items = sorted ( o . items (), key = lambda x : 1 if ( is_simple ( x [ 1 ]) or isinstance ( x [ 1 ], ( collections . abc . Mapping , list , tuple )) ) else 0 , ) serialized = { k : rec ( v , ( * path , k )) for k , v in items } serialized = { k : serialized [ k ] for k in o . keys ()} mem . append ( o ) refs [ id ( o )] = Reference ( join_path ( path )) if isinstance ( o , Config ): serialized = Config ( serialized ) return serialized if isinstance ( o , ( list , tuple )): mem . append ( o ) refs [ id ( o )] = Reference ( join_path ( path )) return type ( o )( rec ( v , ( * path , i )) for i , v in enumerate ( o )) cfg = None try : cfg = ( cfg or Config ()) . merge ( RESOLVED_TO_CONFIG [ o ]) except ( KeyError , TypeError ): pass try : cfg = ( cfg or Config ()) . merge ( o . cfg ) except ( AttributeError , TypeError ): pass if cfg is not None : mem . append ( o ) refs [ id ( o )] = Reference ( join_path ( path )) return rec ( cfg , path ) try : return pydantic_core . to_jsonable_python ( o ) except Exception : raise TypeError ( f \"Cannot dump { o !r} at { join_path ( path ) } \" ) return rec ( self ) def to_cfg_str ( self ): \"\"\" Export a config to a string in the cfg format by serializing it first Returns ------- str \"\"\" additional_sections = {} prepared = flatten_sections ( Config . serialize ( self )) prepared . update ( flatten_sections ( additional_sections )) parser = ConfigParser ( interpolation = None ) parser . optionxform = str for section_name , section in prepared . items (): parser . add_section ( section_name ) parser [ section_name ] . update ( { join_path (( k ,)): dumps ( v ) for k , v in section . items ()} ) s = StringIO () parser . write ( s ) return s . getvalue () def to_yaml_str ( self ): import yaml class ConfitYamlDumper ( yaml . SafeDumper ): def __init__ ( self , * args , ** kwargs ): super () . __init__ ( * args , ** kwargs ) def represent_ref ( self , node ): return super () . represent_scalar ( \"tag:yaml.org,2002:str\" , str ( node )) def represent_str ( self , data ): node = super () . represent_scalar ( \"tag:yaml.org,2002:str\" , data ) if set ( \",' \\\" {} []$ \\n\\t \" ) & set ( data ): node . style = \"'\" if data . count ( '\"' ) > data . count ( \"'\" ) else '\"' return node yaml_representers = { ** yaml . SafeDumper . yaml_representers , Config : yaml . SafeDumper . represent_dict , Reference : represent_ref , str : represent_str , } return yaml . dump ( self . serialize (), Dumper = ConfitYamlDumper , sort_keys = False , indent = 4 ) to_str = to_cfg_str def resolve ( self , deep = True , registry : Any = None , root : Mapping = None ) -> Any : \"\"\" Resolves the parts of the nested config object with @ variables using a registry, and then interpolate references in the config. Parameters ---------- deep: bool Should we resolve deeply registry: Registry to use when resolving root: Mapping The root of the config tree. Used for resolving references. Returns ------- Union[Config, Any] \"\"\" if root is None : root = self if registry is None : from .registry import get_default_registry registry = get_default_registry () resolved_locs = {} seen_locs = set () def resolve_reference ( ref : Reference ) -> Any : pat = re . compile ( PATH + \":?\" ) def replace ( match : re . Match ): start = match . start () if start > 0 and ref . value [ start - 1 ] == \":\" : return match . group () path = match . group () parts = split_path ( path . rstrip ( \":\" )) # Check if part is any special python keyword if len ( parts ) == 1 and parts [ 0 ] in keyword . kwlist : return match . group () try : return local_names [ parts ] + ( \".\" if path . endswith ( \":\" ) else \"\" ) except KeyError : raise KeyError ( path ) local_names = {} for match in pat . finditer ( ref . value ): start = match . start () if start > 0 and ref . value [ start - 1 ] == \":\" : continue path = match . group () parts = split_path ( path . rstrip ( \":\" )) if len ( parts ) == 1 and parts [ 0 ] in keyword . kwlist : continue local_names . setdefault ( parts , f \"var_ { len ( local_names ) } \" ) local_leaves = DynamicLocals ( local_names , root , resolved_locs , rec ) replaced = pat . sub ( replace , ref . value ) res = safe_eval ( replaced , local_leaves ) return res def rec ( obj , loc : Tuple [ Union [ str , int ]] = ()): \"\"\" Parameters ---------- obj: Any The current object being resolved loc: Sequence[str] Internal variable Current path in tree Returns ------- \"\"\" if id ( obj ) in resolved_locs : return resolved_locs [ id ( obj )] if id ( obj ) in seen_locs : raise CyclicReferenceError ( tuple ( loc )) seen_locs . add ( id ( obj )) if not deep and len ( loc ) > 1 : return obj if isinstance ( obj , Mapping ): resolved = Config ({ k : rec ( v , ( * loc , k )) for k , v in obj . items ()}) registries = [ ( key , value , getattr ( registry , key [ 1 :])) for key , value in resolved . items () if key . startswith ( \"@\" ) ] assert ( len ( registries ) <= 1 ), f \"Cannot resolve using multiple registries at { '.' . join ( loc ) } \" if len ( registries ) == 1 : cfg = resolved params = dict ( resolved ) params . pop ( registries [ 0 ][ 0 ]) fn = registries [ 0 ][ 2 ] . get ( registries [ 0 ][ 1 ]) try : resolved = fn ( ** params ) # The `validate_arguments` decorator has most likely # already put the resolved config in the registry # but for components that are instantiated without it # we need to do it here Config . _store_resolved ( resolved , cfg ) except ConfitValidationError as e : e = ConfitValidationError ( errors = patch_errors ( e . raw_errors , loc , params ), model = e . model , name = getattr ( e , \"name\" , None ), ) . with_traceback ( remove_lib_from_traceback ( e . __traceback__ )) if not is_debug (): e . __cause__ = None e . __suppress_context__ = True raise e elif isinstance ( obj , list ): resolved = [ rec ( v , ( * loc , i )) for i , v in enumerate ( obj )] elif isinstance ( obj , tuple ): resolved = tuple ( rec ( v , ( * loc , i )) for i , v in enumerate ( obj )) elif isinstance ( obj , Reference ): while True : try : resolved = resolve_reference ( obj ) break except ( KeyError , NameError ): raise MissingReference ( obj ) else : resolved = obj resolved_locs [ id ( obj )] = resolved return resolved return rec ( self , ()) def merge ( self , * updates : Union [ Dict [ str , Any ], \"Config\" ], remove_extra : bool = False , ) -> \"Config\" : \"\"\" Deep merge two configs. Heavily inspired from `thinc`'s config merge function. Parameters ---------- updates: Union[Config, Dict] Configs to update the original config remove_extra: If true, restricts update to keys that existed in the original config Returns ------- The new config \"\"\" def deep_set ( current , path , val ): if path not in current and remove_extra : return current [ path ] = val def rec ( old , new ): for key , new_val in list ( new . items ()): if \".\" in key : deep_set ( old , key , new_val ) continue if key not in old : if remove_extra : continue else : old [ key ] = new_val continue old_val = old [ key ] if isinstance ( old_val , dict ) and isinstance ( new_val , dict ): old_resolver = next (( k for k in old_val if k . startswith ( \"@\" )), None ) new_resolver = next (( k for k in new_val if k . startswith ( \"@\" )), None ) if ( new_resolver is not None and old_resolver is not None and ( old_resolver != new_resolver or old_val . get ( old_resolver ) != new_val . get ( new_resolver ) ) ): old [ key ] = new_val else : rec ( old [ key ], new_val ) else : old [ key ] = new_val return old config = self . copy () for u in updates : rec ( config , u ) return config def copy ( self : T ) -> T : \"\"\" Deep copy of the config, but not of the underlying data. Should also work with other types of objects (e.g. lists, tuples, etc.) ``` Config.copy([1, 2, {\"ok\": 3}}]) == [1, 2, {\"ok\": 3}] ``` Returns ------- Any \"\"\" seen = {} def rec ( obj ): if id ( obj ) in seen : return seen [ id ( obj )] seen [ id ( obj )] = obj if isinstance ( obj , ( Config , dict )): return type ( obj )( { k : rec ( v ) for k , v in obj . items ()}, ) elif isinstance ( obj , list ): return [ rec ( v ) for v in obj ] elif isinstance ( obj , tuple ): return tuple ( rec ( v ) for v in obj ) elif isinstance ( obj , Reference ): return Reference ( obj . value ) else : return obj copy = rec ( self ) return copy @classmethod def _store_resolved ( cls , resolved : Any , config : Dict [ str , Any ]): \"\"\" Adds a resolved object to the RESOLVED_TO_CONFIG dict for later retrieval during serialization ([`.serialize`][confit.config.Config.serialize]) Parameters ---------- resolved: Any config: Config \"\"\" try : RESOLVED_TO_CONFIG [ resolved ] = config except TypeError : pass __init__ ( * args , ** kwargs ) A new config object can be instantiated either from a dict as a positional argument, or from keyword arguments. Only one of these two options can be used at a time. PARAMETER DESCRIPTION args TYPE: Any DEFAULT: () kwargs TYPE: Any DEFAULT: {} Source code in confit/config.py 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 def __init__ ( self , * args : Any , ** kwargs : Any ): \"\"\" A new config object can be instantiated either from a dict as a positional argument, or from keyword arguments. Only one of these two options can be used at a time. Parameters ---------- args: Any kwargs: Any \"\"\" if len ( args ) == 1 and isinstance ( args [ 0 ], dict ): assert len ( kwargs ) == 0 kwargs = args [ 0 ] super () . __init__ ( ** kwargs ) from_cfg_str ( s , resolve = False , registry = None ) classmethod Load a config object from a config string PARAMETER DESCRIPTION s The cfg config string TYPE: str resolve Whether to resolve sections with '@' keys TYPE: bool DEFAULT: False registry Optional registry to resolve from. If None, the default registry will be used. TYPE: Any DEFAULT: None RETURNS DESCRIPTION Config Source code in confit/config.py 85 86 87 88 89 90 91 92 93 94 95 96 97 98 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126 127 128 129 130 131 132 133 134 135 136 137 138 139 @classmethod def from_cfg_str ( cls , s : str , resolve : bool = False , registry : Any = None ) -> Any : \"\"\" Load a config object from a config string Parameters ---------- s: Union[str, Path] The cfg config string resolve Whether to resolve sections with '@' keys registry Optional registry to resolve from. If None, the default registry will be used. Returns ------- Config \"\"\" parser = ConfigParser ( interpolation = None ) parser . optionxform = str parser . read_string ( s ) config = Config () for section in parser . sections (): parts = split_path ( section ) current = config for part in parts : if part not in current : current [ part ] = current = Config () else : current = current [ part ] current . clear () errors = [] for k , v in parser . items ( section ): path = split_path ( k ) for part in path [: - 1 ]: if part not in current : current [ part ] = current = Config () else : current = current [ part ] try : current [ path [ - 1 ]] = loads ( v ) except ValueError as e : errors . append ( ErrorWrapper ( e , loc = path )) if errors : raise ConfitValidationError ( errors = errors ) if resolve : return config . resolve ( registry = registry ) return config from_disk ( path , resolve = False , registry = None ) classmethod Load a config object from a '.cfg' file PARAMETER DESCRIPTION path The path to the config object TYPE: Union [ str , Path ] resolve Whether to resolve mappings with '@' keys TYPE: bool DEFAULT: False registry Optional registry to resolve from. If None, the default registry will be used. TYPE: Any DEFAULT: None RETURNS DESCRIPTION Config Source code in confit/config.py 160 161 162 163 164 165 166 167 168 169 170 171 172 173 174 175 176 177 178 179 180 181 182 183 184 185 186 @classmethod def from_disk ( cls , path : Union [ str , Path ], resolve : bool = False , registry : Any = None ) -> \"Config\" : \"\"\" Load a config object from a '.cfg' file Parameters ---------- path: Union[str, Path] The path to the config object resolve Whether to resolve mappings with '@' keys registry Optional registry to resolve from. If None, the default registry will be used. Returns ------- Config \"\"\" s = Path ( path ) . read_text ( encoding = \"utf-8\" ) path_str = str ( path ) if path_str . endswith ( \".yaml\" ) or path_str . endswith ( \".yml\" ): return cls . from_yaml_str ( s , resolve = resolve , registry = registry ) else : return cls . from_cfg_str ( s , resolve = resolve , registry = registry ) to_disk ( path ) Export a config to the disk (usually to a .cfg file) PARAMETER DESCRIPTION path TYPE: Union [ str , Path ] Source code in confit/config.py 190 191 192 193 194 195 196 197 198 199 200 201 202 203 def to_disk ( self , path : Union [ str , Path ]): \"\"\" Export a config to the disk (usually to a .cfg file) Parameters ---------- path: Union[str, path] \"\"\" path_str = str ( path ) if path_str . endswith ( \".yaml\" ) or path_str . endswith ( \".yml\" ): s = self . to_yaml_str () else : s = Config . to_str ( self ) Path ( path ) . write_text ( s , encoding = \"utf-8\" ) serialize () Try to convert non-serializable objects using the RESOLVED_TO_CONFIG object back to their original catalogue + params form We try to preserve referential equalities between non dict/list/tuple objects by serializing subsequent references to the same object as references to its first occurrence in the tree. a = A () # serializable object cfg = { \"a\" : a , \"b\" : a } print ( Config . serialize ( cfg )) # Out: {\"a\": {...}, \"b\": Reference(\"a\")} RETURNS DESCRIPTION Config Source code in confit/config.py 205 206 207 208 209 210 211 212 213 214 215 216 217 218 219 220 221 222 223 224 225 226 227 228 229 230 231 232 233 234 235 236 237 238 239 240 241 242 243 244 245 246 247 248 249 250 251 252 253 254 255 256 257 258 259 260 261 262 263 264 265 266 267 268 269 270 271 272 273 274 275 276 277 def serialize ( self : Any ): \"\"\" Try to convert non-serializable objects using the RESOLVED_TO_CONFIG object back to their original catalogue + params form We try to preserve referential equalities between non dict/list/tuple objects by serializing subsequent references to the same object as references to its first occurrence in the tree. ```python a = A() # serializable object cfg = {\"a\": a, \"b\": a} print(Config.serialize(cfg)) # Out: {\"a\": {...}, \"b\": Reference(\"a\")} ``` Returns ------- Config \"\"\" refs = {} # Temp memory to avoid objects being garbage collected mem = [] def is_simple ( o ): return o is None or isinstance ( o , ( str , int , float , bool , Reference )) def rec ( o : Any , path : Loc = ()): if id ( o ) in refs : return refs [ id ( o )] if is_simple ( o ): return o if isinstance ( o , collections . abc . Mapping ): items = sorted ( o . items (), key = lambda x : 1 if ( is_simple ( x [ 1 ]) or isinstance ( x [ 1 ], ( collections . abc . Mapping , list , tuple )) ) else 0 , ) serialized = { k : rec ( v , ( * path , k )) for k , v in items } serialized = { k : serialized [ k ] for k in o . keys ()} mem . append ( o ) refs [ id ( o )] = Reference ( join_path ( path )) if isinstance ( o , Config ): serialized = Config ( serialized ) return serialized if isinstance ( o , ( list , tuple )): mem . append ( o ) refs [ id ( o )] = Reference ( join_path ( path )) return type ( o )( rec ( v , ( * path , i )) for i , v in enumerate ( o )) cfg = None try : cfg = ( cfg or Config ()) . merge ( RESOLVED_TO_CONFIG [ o ]) except ( KeyError , TypeError ): pass try : cfg = ( cfg or Config ()) . merge ( o . cfg ) except ( AttributeError , TypeError ): pass if cfg is not None : mem . append ( o ) refs [ id ( o )] = Reference ( join_path ( path )) return rec ( cfg , path ) try : return pydantic_core . to_jsonable_python ( o ) except Exception : raise TypeError ( f \"Cannot dump { o !r} at { join_path ( path ) } \" ) return rec ( self ) to_cfg_str () Export a config to a string in the cfg format by serializing it first RETURNS DESCRIPTION str Source code in confit/config.py 279 280 281 282 283 284 285 286 287 288 289 290 291 292 293 294 295 296 297 298 299 300 301 302 def to_cfg_str ( self ): \"\"\" Export a config to a string in the cfg format by serializing it first Returns ------- str \"\"\" additional_sections = {} prepared = flatten_sections ( Config . serialize ( self )) prepared . update ( flatten_sections ( additional_sections )) parser = ConfigParser ( interpolation = None ) parser . optionxform = str for section_name , section in prepared . items (): parser . add_section ( section_name ) parser [ section_name ] . update ( { join_path (( k ,)): dumps ( v ) for k , v in section . items ()} ) s = StringIO () parser . write ( s ) return s . getvalue () resolve ( deep = True , registry = None , root = None ) Resolves the parts of the nested config object with @ variables using a registry, and then interpolate references in the config. PARAMETER DESCRIPTION deep Should we resolve deeply DEFAULT: True registry Registry to use when resolving TYPE: Any DEFAULT: None root The root of the config tree. Used for resolving references. TYPE: Mapping DEFAULT: None RETURNS DESCRIPTION Union [ Config , Any ] Source code in confit/config.py 333 334 335 336 337 338 339 340 341 342 343 344 345 346 347 348 349 350 351 352 353 354 355 356 357 358 359 360 361 362 363 364 365 366 367 368 369 370 371 372 373 374 375 376 377 378 379 380 381 382 383 384 385 386 387 388 389 390 391 392 393 394 395 396 397 398 399 400 401 402 403 404 405 406 407 408 409 410 411 412 413 414 415 416 417 418 419 420 421 422 423 424 425 426 427 428 429 430 431 432 433 434 435 436 437 438 439 440 441 442 443 444 445 446 447 448 449 450 451 452 453 454 455 456 457 458 459 460 461 462 463 464 465 466 467 468 469 470 471 472 473 474 475 476 477 def resolve ( self , deep = True , registry : Any = None , root : Mapping = None ) -> Any : \"\"\" Resolves the parts of the nested config object with @ variables using a registry, and then interpolate references in the config. Parameters ---------- deep: bool Should we resolve deeply registry: Registry to use when resolving root: Mapping The root of the config tree. Used for resolving references. Returns ------- Union[Config, Any] \"\"\" if root is None : root = self if registry is None : from .registry import get_default_registry registry = get_default_registry () resolved_locs = {} seen_locs = set () def resolve_reference ( ref : Reference ) -> Any : pat = re . compile ( PATH + \":?\" ) def replace ( match : re . Match ): start = match . start () if start > 0 and ref . value [ start - 1 ] == \":\" : return match . group () path = match . group () parts = split_path ( path . rstrip ( \":\" )) # Check if part is any special python keyword if len ( parts ) == 1 and parts [ 0 ] in keyword . kwlist : return match . group () try : return local_names [ parts ] + ( \".\" if path . endswith ( \":\" ) else \"\" ) except KeyError : raise KeyError ( path ) local_names = {} for match in pat . finditer ( ref . value ): start = match . start () if start > 0 and ref . value [ start - 1 ] == \":\" : continue path = match . group () parts = split_path ( path . rstrip ( \":\" )) if len ( parts ) == 1 and parts [ 0 ] in keyword . kwlist : continue local_names . setdefault ( parts , f \"var_ { len ( local_names ) } \" ) local_leaves = DynamicLocals ( local_names , root , resolved_locs , rec ) replaced = pat . sub ( replace , ref . value ) res = safe_eval ( replaced , local_leaves ) return res def rec ( obj , loc : Tuple [ Union [ str , int ]] = ()): \"\"\" Parameters ---------- obj: Any The current object being resolved loc: Sequence[str] Internal variable Current path in tree Returns ------- \"\"\" if id ( obj ) in resolved_locs : return resolved_locs [ id ( obj )] if id ( obj ) in seen_locs : raise CyclicReferenceError ( tuple ( loc )) seen_locs . add ( id ( obj )) if not deep and len ( loc ) > 1 : return obj if isinstance ( obj , Mapping ): resolved = Config ({ k : rec ( v , ( * loc , k )) for k , v in obj . items ()}) registries = [ ( key , value , getattr ( registry , key [ 1 :])) for key , value in resolved . items () if key . startswith ( \"@\" ) ] assert ( len ( registries ) <= 1 ), f \"Cannot resolve using multiple registries at { '.' . join ( loc ) } \" if len ( registries ) == 1 : cfg = resolved params = dict ( resolved ) params . pop ( registries [ 0 ][ 0 ]) fn = registries [ 0 ][ 2 ] . get ( registries [ 0 ][ 1 ]) try : resolved = fn ( ** params ) # The `validate_arguments` decorator has most likely # already put the resolved config in the registry # but for components that are instantiated without it # we need to do it here Config . _store_resolved ( resolved , cfg ) except ConfitValidationError as e : e = ConfitValidationError ( errors = patch_errors ( e . raw_errors , loc , params ), model = e . model , name = getattr ( e , \"name\" , None ), ) . with_traceback ( remove_lib_from_traceback ( e . __traceback__ )) if not is_debug (): e . __cause__ = None e . __suppress_context__ = True raise e elif isinstance ( obj , list ): resolved = [ rec ( v , ( * loc , i )) for i , v in enumerate ( obj )] elif isinstance ( obj , tuple ): resolved = tuple ( rec ( v , ( * loc , i )) for i , v in enumerate ( obj )) elif isinstance ( obj , Reference ): while True : try : resolved = resolve_reference ( obj ) break except ( KeyError , NameError ): raise MissingReference ( obj ) else : resolved = obj resolved_locs [ id ( obj )] = resolved return resolved return rec ( self , ()) merge ( * updates , remove_extra = False ) Deep merge two configs. Heavily inspired from thinc 's config merge function. PARAMETER DESCRIPTION updates Configs to update the original config TYPE: Union [ Dict [ str , Any ], Config ] DEFAULT: () remove_extra If true, restricts update to keys that existed in the original config TYPE: bool DEFAULT: False RETURNS DESCRIPTION The new config Source code in confit/config.py 479 480 481 482 483 484 485 486 487 488 489 490 491 492 493 494 495 496 497 498 499 500 501 502 503 504 505 506 507 508 509 510 511 512 513 514 515 516 517 518 519 520 521 522 523 524 525 526 527 528 529 530 531 532 533 534 535 536 537 538 539 def merge ( self , * updates : Union [ Dict [ str , Any ], \"Config\" ], remove_extra : bool = False , ) -> \"Config\" : \"\"\" Deep merge two configs. Heavily inspired from `thinc`'s config merge function. Parameters ---------- updates: Union[Config, Dict] Configs to update the original config remove_extra: If true, restricts update to keys that existed in the original config Returns ------- The new config \"\"\" def deep_set ( current , path , val ): if path not in current and remove_extra : return current [ path ] = val def rec ( old , new ): for key , new_val in list ( new . items ()): if \".\" in key : deep_set ( old , key , new_val ) continue if key not in old : if remove_extra : continue else : old [ key ] = new_val continue old_val = old [ key ] if isinstance ( old_val , dict ) and isinstance ( new_val , dict ): old_resolver = next (( k for k in old_val if k . startswith ( \"@\" )), None ) new_resolver = next (( k for k in new_val if k . startswith ( \"@\" )), None ) if ( new_resolver is not None and old_resolver is not None and ( old_resolver != new_resolver or old_val . get ( old_resolver ) != new_val . get ( new_resolver ) ) ): old [ key ] = new_val else : rec ( old [ key ], new_val ) else : old [ key ] = new_val return old config = self . copy () for u in updates : rec ( config , u ) return config copy () Deep copy of the config, but not of the underlying data. Should also work with other types of objects (e.g. lists, tuples, etc.) Config.copy([1, 2, {\"ok\": 3}}]) == [1, 2, {\"ok\": 3}] RETURNS DESCRIPTION Any Source code in confit/config.py 541 542 543 544 545 546 547 548 549 550 551 552 553 554 555 556 557 558 559 560 561 562 563 564 565 566 567 568 569 570 571 572 573 574 def copy ( self : T ) -> T : \"\"\" Deep copy of the config, but not of the underlying data. Should also work with other types of objects (e.g. lists, tuples, etc.) ``` Config.copy([1, 2, {\"ok\": 3}}]) == [1, 2, {\"ok\": 3}] ``` Returns ------- Any \"\"\" seen = {} def rec ( obj ): if id ( obj ) in seen : return seen [ id ( obj )] seen [ id ( obj )] = obj if isinstance ( obj , ( Config , dict )): return type ( obj )( { k : rec ( v ) for k , v in obj . items ()}, ) elif isinstance ( obj , list ): return [ rec ( v ) for v in obj ] elif isinstance ( obj , tuple ): return tuple ( rec ( v ) for v in obj ) elif isinstance ( obj , Reference ): return Reference ( obj . value ) else : return obj copy = rec ( self ) return copy merge_from_disk ( config_paths , returned_name = 'first' ) Merge multiple configs loaded from the filesystem and return the merged config as well as the name of the config PARAMETER DESCRIPTION config_paths Paths to the config files TYPE: Union [ Path , List [ Path ]] returned_name If \"first\", the name of the first config is returned as the name of the merged config. If \"concat\", the names of the configs are concatenated with a \"+\" sign TYPE: str DEFAULT: 'first' Source code in confit/config.py 594 595 596 597 598 599 600 601 602 603 604 605 606 607 608 609 610 611 612 613 614 615 616 617 618 619 620 621 622 623 624 def merge_from_disk ( config_paths : Union [ Path , List [ Path ]], returned_name : str = \"first\" , ): \"\"\" Merge multiple configs loaded from the filesystem and return the merged config as well as the name of the config Parameters ---------- config_paths: Union[Path, List[Path]] Paths to the config files returned_name: str If \"first\", the name of the first config is returned as the name of the merged config. If \"concat\", the names of the configs are concatenated with a \"+\" sign Returns ------- \"\"\" assert returned_name in { \"first\" , \"concat\" } if isinstance ( config_paths , Path ): config_paths = [ config_paths ] configs = [ Config . from_disk ( p , resolve = False ) for p in config_paths ] config_names = [ p . stem for p in config_paths ] name = config_names [ 0 ] if returned_name == \"first\" else \"+\" . join ( config_names ) config = configs . pop ( 0 ) return config . merge ( * configs ), name","title":"confit.config"},{"location":"fr/reference/errors/","text":"confit.errors MissingReference Bases: Exception Raised when one or multiple references cannot be resolved. Source code in confit/errors.py 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 class MissingReference ( Exception ): \"\"\" Raised when one or multiple references cannot be resolved. \"\"\" def __init__ ( self , ref : Reference ): \"\"\" Parameters ---------- ref: Reference The reference that could not be resolved. \"\"\" self . ref = ref super () . __init__ () def __str__ ( self ): \"\"\" String representation of the exception \"\"\" return \"Could not interpolate the following reference: {} \" . format ( self . ref ) __init__ ( ref ) PARAMETER DESCRIPTION ref The reference that could not be resolved. TYPE: Reference Source code in confit/errors.py 39 40 41 42 43 44 45 46 47 def __init__ ( self , ref : Reference ): \"\"\" Parameters ---------- ref: Reference The reference that could not be resolved. \"\"\" self . ref = ref super () . __init__ () __str__ () String representation of the exception Source code in confit/errors.py 49 50 51 52 53 def __str__ ( self ): \"\"\" String representation of the exception \"\"\" return \"Could not interpolate the following reference: {} \" . format ( self . ref ) CyclicReferenceError Bases: Exception Raised when a cyclic reference is detected. Source code in confit/errors.py 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 class CyclicReferenceError ( Exception ): \"\"\" Raised when a cyclic reference is detected. \"\"\" def __init__ ( self , path : Loc ): \"\"\" Parameters ---------- path: Loc The path of the cyclic reference \"\"\" self . path = path super () . __init__ () def __str__ ( self ): \"\"\" String representation of the exception \"\"\" return \"Cyclic reference detected at {} \" . format ( join_path ( self . path )) __init__ ( path ) PARAMETER DESCRIPTION path The path of the cyclic reference TYPE: Loc Source code in confit/errors.py 61 62 63 64 65 66 67 68 69 def __init__ ( self , path : Loc ): \"\"\" Parameters ---------- path: Loc The path of the cyclic reference \"\"\" self . path = path super () . __init__ () __str__ () String representation of the exception Source code in confit/errors.py 71 72 73 74 75 def __str__ ( self ): \"\"\" String representation of the exception \"\"\" return \"Cyclic reference detected at {} \" . format ( join_path ( self . path )) remove_lib_from_traceback ( tb ) Remove the lib folder from the traceback Source code in confit/errors.py 81 82 83 84 85 86 87 88 89 90 91 92 93 def remove_lib_from_traceback ( tb ): \"\"\" Remove the lib folder from the traceback \"\"\" # compare package to module in f_globals if is_debug (): return tb if tb is not None and tb . tb_frame . f_globals . get ( \"__package__\" ) == __package__ : return remove_lib_from_traceback ( tb . tb_next ) if tb is None or tb . tb_next is None : return tb tb . tb_next = remove_lib_from_traceback ( tb . tb_next ) return tb to_legacy_error ( err , model ) Decorator to convert a Pydantic ValidationError into a ConfitValidationError Source code in confit/errors.py 157 158 159 160 161 162 163 164 165 166 167 168 169 170 171 172 173 174 175 176 177 178 179 180 181 182 183 184 185 186 187 188 189 def to_legacy_error ( err : pydantic . ValidationError , model : Any ) -> LegacyValidationError : \"\"\" Decorator to convert a Pydantic ValidationError into a ConfitValidationError \"\"\" if isinstance ( err , LegacyValidationError ): return err errors = err . errors ( include_url = False ) raw_errors = [] for err in errors : try : vrepr = repr ( err [ \"input\" ]) except Exception : # pragma: no cover vrepr = object . __repr__ ( err [ \"input\" ]) vrepr = vrepr [: 50 ] + \"...\" if len ( vrepr ) > 50 else vrepr err = dict ( err ) msg = err . pop ( \"msg\" , \"\" ) msg = ( msg [ 0 ] . lower () + msg [ 1 :]) if msg else msg raw_errors . append ( ErrorWrapper ( exc = err [ \"ctx\" ][ \"error\" ] if \"ctx\" in err and \"error\" in err [ \"ctx\" ] and isinstance ( err [ \"ctx\" ][ \"error\" ], BaseException ) else PydanticNewStyleError ( ** err , msg = msg , actual_value = vrepr , actual_type = type ( err [ \"input\" ]) . __name__ , ), loc = err [ \"loc\" ], ) ) return ConfitValidationError ( raw_errors , model = model ) patch_errors ( errors , path = (), values = None , model = None , special_names = (), drop_names = ()) Patch the location of the errors to add the path prefix and complete the errors with the actual value if it is available. This is useful when the errors are raised in a sub-dict of the config. PARAMETER DESCRIPTION errors The pydantic errors to patch TYPE: T path The path to add to the errors TYPE: Loc DEFAULT: () values The values of the config TYPE: Dict DEFAULT: None special_names The names of the special keys of the model signature, to replace with a wildcard when encountered in the error path TYPE: Sequence [ str ] DEFAULT: () model The model of the config TYPE: Optional [ BaseModel ] DEFAULT: None drop_names The names of the keys to drop from the error path TYPE: Sequence [ str ] DEFAULT: () RETURNS DESCRIPTION Union [ ValidationError , Sequence [ ErrorWrapper ], ErrorWrapper ] The patched errors Source code in confit/errors.py 195 196 197 198 199 200 201 202 203 204 205 206 207 208 209 210 211 212 213 214 215 216 217 218 219 220 221 222 223 224 225 226 227 228 229 230 231 232 233 234 235 236 237 238 239 240 241 242 243 244 245 246 247 248 249 250 251 252 253 254 255 256 257 258 259 260 261 262 263 264 265 266 267 268 269 270 271 272 273 274 275 276 277 278 279 280 281 282 283 284 285 286 287 288 289 290 291 292 293 294 295 296 297 298 299 300 301 302 303 304 305 306 307 308 309 310 311 312 313 314 315 316 317 318 319 320 321 322 323 324 325 326 327 328 329 330 331 332 333 334 335 336 337 338 339 def patch_errors ( errors : T , path : Loc = (), values : Dict = None , model : Optional [ pydantic . BaseModel ] = None , special_names : Sequence [ str ] = (), drop_names : Sequence [ str ] = (), ) -> T : \"\"\" Patch the location of the errors to add the `path` prefix and complete the errors with the actual value if it is available. This is useful when the errors are raised in a sub-dict of the config. Parameters ---------- errors: Union[LegacyValidationError, Sequence[ErrorWrapper], ErrorWrapper] The pydantic errors to patch path: Loc The path to add to the errors values: Dict The values of the config special_names: Sequence[str] The names of the special keys of the model signature, to replace with a wildcard when encountered in the error path model: Optional[pydantic.BaseModel] The model of the config drop_names: Sequence[str] The names of the keys to drop from the error path Returns ------- Union[LegacyValidationError, Sequence[ErrorWrapper], ErrorWrapper] The patched errors \"\"\" if isinstance ( errors , pydantic . ValidationError ): errors = to_legacy_error ( errors , model ) . raw_errors errors = patch_errors ( errors , path , values , model , special_names , drop_names ) return ConfitValidationError ( errors , model = model ) if isinstance ( errors , list ): res = [] for error in errors : res . extend ( patch_errors ( error , path , values , model , special_names , drop_names ) ) return res if isinstance ( errors , ErrorWrapper ) and isinstance ( errors . exc , LegacyValidationError ): try : field_model = model for part in errors . loc_tuple (): # if not issubclass(field_model, pydantic.BaseModel) and issubclass( # field_model.vd.model, pydantic.BaseModel # ): # field_model = field_model.vd.model if PYDANTIC_V1 : field_model = field_model . __fields__ [ part ] else : field_model = field_model . model_fields [ part ] if PYDANTIC_V1 : field_model = field_model . type_ else : field_model = field_model . annotation if ( field_model is errors . exc . model or field_model . vd . model is errors . exc . model ): return patch_errors ( errors . exc . raw_errors , ( * path , * errors . loc_tuple ()), values , model , special_names , drop_names , ) except ( KeyError , AttributeError ): # pragma: no cover print ( \"Could not find model for\" , errors . loc_tuple ()) if ( isinstance ( errors . exc , PydanticErrorMixin ) and values is not None and errors . loc_tuple () and errors . loc_tuple ()[ 0 ] in values ): if \"actual_value\" not in errors . exc . __dict__ : actual_value = values for key in errors . loc_tuple (): actual_value = actual_value [ key ] vrepr = repr ( actual_value ) errors . exc . actual_value = vrepr [: 50 ] + \"...\" if len ( vrepr ) > 50 else vrepr errors . exc . actual_type = type ( actual_value ) . __name__ cls = errors . exc . __class__ if cls not in PATCHED_ERRORS_CLS : def error_str ( self ): s = cls . __str__ ( self ) s = ( s + f \", got { self . actual_value } ( { self . actual_type } )\" if hasattr ( self , \"actual_value\" ) else s ) return s new_cls = type ( cls . __name__ , ( cls ,), { \"msg_template\" : cls . msg_template + \", got {actual_value} ( {actual_type} )\" } if hasattr ( cls , \"msg_template\" ) else { \"__str__\" : error_str , }, ) PATCHED_ERRORS_CLS [ cls ] = new_cls PATCHED_ERRORS_CLS [ new_cls ] = new_cls errors . exc . __class__ = PATCHED_ERRORS_CLS [ cls ] if ( isinstance ( errors . exc , TypeError ) and str ( errors . exc ) . startswith ( \"unexpected keyword argument\" ) and \":\" in errors . exc . args [ 0 ] ): extra_keys = errors . exc . args [ 0 ] . split ( \": \" )[ 1 ] . split ( \", \" ) return [ ErrorWrapper ( TypeError ( \"unexpected keyword argument\" ), ( * path , * errors . loc_tuple ()[: - 1 ], key . strip ( \"'\" )), ) for key in extra_keys ] loc_tuple = errors . loc_tuple () if loc_tuple and loc_tuple [ - 1 ] in special_names : loc_tuple = ( * loc_tuple [: - 1 ], \"[signature]\" ) loc_tuple = tuple ( part for part in loc_tuple if part not in drop_names ) return [ ErrorWrapper ( errors . exc , ( * path , * loc_tuple ), ) ]","title":"confit.errors"},{"location":"fr/reference/registry/","text":"confit.registry VisibleDeprecationWarning Bases: UserWarning Visible deprecation warning. By default, python will not show deprecation warnings, so this class can be used when a very visible warning is helpful, for example because the usage is most likely a user bug. Copied from https://github.com/numpy/numpy/blob/965b41d418e6100c1afae0b6f818a7ef152bc25d/numpy/_globals.py#L44-L51 Source code in confit/registry.py 354 355 356 357 358 359 360 361 362 363 class VisibleDeprecationWarning ( UserWarning ): \"\"\" Visible deprecation warning. By default, python will not show deprecation warnings, so this class can be used when a very visible warning is helpful, for example because the usage is most likely a user bug. Copied from https://github.com/numpy/numpy/blob/965b41d418e6100c1afae0b6f818a7ef152bc25d/numpy/_globals.py#L44-L51 \"\"\" # noqa: E501 Registry Bases: Registry A registry that validates the input arguments of the registered functions. Source code in confit/registry.py 369 370 371 372 373 374 375 376 377 378 379 380 381 382 383 384 385 386 387 388 389 390 391 392 393 394 395 396 397 398 399 400 401 402 403 404 405 406 407 408 409 410 411 412 413 414 415 416 417 418 419 420 421 422 423 424 425 426 427 428 429 430 431 432 433 434 435 436 437 438 439 440 441 442 443 444 445 446 447 448 449 450 451 452 453 454 455 456 457 458 459 460 461 462 463 464 465 466 467 468 469 470 471 472 473 474 475 476 477 478 479 480 481 482 483 484 485 486 487 488 489 490 491 492 493 494 495 496 497 498 499 500 501 502 503 504 505 506 507 508 509 510 511 512 513 514 515 516 517 518 519 520 521 522 523 524 525 526 527 528 529 530 531 532 533 class Registry ( catalogue . Registry ): \"\"\" A registry that validates the input arguments of the registered functions. \"\"\" def __init__ ( self , namespace : Sequence [ str ], entry_points : bool = False ) -> None : \"\"\" Initialize the registry. Parameters ---------- namespace: Sequence[str] The namespace of the registry entry_points: bool Should we use entry points to load the registered functions \"\"\" super () . __init__ ( namespace , entry_points = entry_points ) self . registry = None def register ( self , name : str , * , func : Optional [ catalogue . InFunc ] = None , save_params : Optional [ Dict [ str , Any ]] = None , skip_save_params : Sequence [ str ] = (), invoker : Optional [ Callable ] = None , deprecated : Sequence [ str ] = (), ) -> Callable [[ catalogue . InFunc ], catalogue . InFunc ]: \"\"\" This is a convenience wrapper around `catalogue.Registry.register`, that additionally validates the input arguments of the registered function and saves the result of any call to a mapping to its arguments. Parameters ---------- name: str The name of the function func: Optional[catalogue.InFunc] The function to register save_params: Optional[Dict[str, Any]] Additional parameters to save when the function is called. If falsy, the function parameters are not saved skip_save_params: Sequence[str] List of parameters to skip when saving the function parameters invoker: Optional[Callable] = None, An optional invoker to apply to the function before registering it. It is better to use this than to apply the invoker to the function to preserve the signature of the function or the class and enable validating its parameters. deprecated: Sequence[str] The deprecated registry names for the function Returns ------- Callable[[catalogue.InFunc], catalogue.InFunc] \"\"\" registerer = super () . register save_params = save_params or { f \"@ { self . namespace [ - 1 ] } \" : name } def invoke ( func , params ): resolved = invoker ( func , params ) if invoker is not None else func ( params ) if save_params is not None : params_to_save = { ** save_params , ** params } for name in skip_save_params : params_to_save . pop ( name , None ) Config . _store_resolved ( resolved , params_to_save ) return resolved def wrap_and_register ( fn : catalogue . InFunc ) -> catalogue . InFunc : if save_params is not None : _check_signature_for_save_params ( fn if not isinstance ( fn , type ) else fn . __init__ ) validated_fn = validate_arguments ( fn , config = { \"arbitrary_types_allowed\" : True }, registry = getattr ( self , \"registry\" , None ), invoker = invoke , ) registerer ( name )( validated_fn ) for deprecated_name in deprecated : def make_deprecated_fn ( old ): @wraps ( fn ) def deprecated_fn ( * args , ** kwargs ): warnings . warn ( f '\" { old } \" is deprecated, please use \" { name } \" instead.\"' , VisibleDeprecationWarning , ) return validated_fn ( * args , ** kwargs ) return deprecated_fn registerer ( deprecated_name )( make_deprecated_fn ( deprecated_name )) return validated_fn if func is not None : return wrap_and_register ( func ) else : return wrap_and_register def get_entry_points ( self ): \"\"\"Get registered entry points from other packages for this namespace. RETURNS (Dict[str, Any]): Entry points, keyed by name. \"\"\" entrypoints = importlib_metadata . entry_points () if hasattr ( entrypoints , \"select\" ): return entrypoints . select ( group = self . entry_point_namespace ) else : # dict return entrypoints . get ( self . entry_point_namespace , []) def get ( self , name : str ): \"\"\" Get the registered function for a given name. Modified from catalogue.Registry.get to avoid importing all entry points when lookup fails, but rather list the available entry points. Parameters ---------- name: str The name of the function Returns ------- catalogue.InFunc \"\"\" path = list ( self . namespace ) + [ name ] try : return catalogue . _get ( path ) except catalogue . RegistryError : if self . entry_points : from_entry_point = self . get_entry_point ( name ) if from_entry_point : return from_entry_point if not catalogue . check_exists ( * path ): raise catalogue . RegistryError ( f \"Can't find ' { name } ' in registry { ' -> ' . join ( self . namespace ) } . \" f \"Available names: \" f \" { ', ' . join ( sorted ( self . get_available ())) or 'none' } \" ) return catalogue . _get ( path ) def get_available ( self ) -> Sequence [ str ]: \"\"\"Get all functions for a given namespace. namespace (Tuple[str]): The namespace to get. RETURNS (Dict[str, Any]): The functions, keyed by name. \"\"\" result = set () if self . entry_points : result . update ({ p . name for p in self . _get_entry_points ()}) for keys in catalogue . REGISTRY . copy () . keys (): if len ( self . namespace ) == len ( keys ) - 1 and all ( self . namespace [ i ] == keys [ i ] for i in range ( len ( self . namespace )) ): result . add ( keys [ - 1 ]) return sorted ( result ) __init__ ( namespace , entry_points = False ) Initialize the registry. PARAMETER DESCRIPTION namespace The namespace of the registry TYPE: Sequence [ str ] entry_points Should we use entry points to load the registered functions TYPE: bool DEFAULT: False Source code in confit/registry.py 374 375 376 377 378 379 380 381 382 383 384 385 386 def __init__ ( self , namespace : Sequence [ str ], entry_points : bool = False ) -> None : \"\"\" Initialize the registry. Parameters ---------- namespace: Sequence[str] The namespace of the registry entry_points: bool Should we use entry points to load the registered functions \"\"\" super () . __init__ ( namespace , entry_points = entry_points ) self . registry = None register ( name , * , func = None , save_params = None , skip_save_params = (), invoker = None , deprecated = ()) This is a convenience wrapper around catalogue.Registry.register , that additionally validates the input arguments of the registered function and saves the result of any call to a mapping to its arguments. PARAMETER DESCRIPTION name The name of the function TYPE: str func The function to register TYPE: Optional [ InFunc ] DEFAULT: None save_params Additional parameters to save when the function is called. If falsy, the function parameters are not saved TYPE: Optional [ Dict [ str , Any ]] DEFAULT: None skip_save_params List of parameters to skip when saving the function parameters TYPE: Sequence [ str ] DEFAULT: () invoker An optional invoker to apply to the function before registering it. It is better to use this than to apply the invoker to the function to preserve the signature of the function or the class and enable validating its parameters. TYPE: Optional [ Callable ] DEFAULT: None deprecated The deprecated registry names for the function TYPE: Sequence [ str ] DEFAULT: () RETURNS DESCRIPTION Callable [[ InFunc ], InFunc ] Source code in confit/registry.py 388 389 390 391 392 393 394 395 396 397 398 399 400 401 402 403 404 405 406 407 408 409 410 411 412 413 414 415 416 417 418 419 420 421 422 423 424 425 426 427 428 429 430 431 432 433 434 435 436 437 438 439 440 441 442 443 444 445 446 447 448 449 450 451 452 453 454 455 456 457 458 459 460 461 462 463 464 465 466 467 468 469 470 471 472 473 def register ( self , name : str , * , func : Optional [ catalogue . InFunc ] = None , save_params : Optional [ Dict [ str , Any ]] = None , skip_save_params : Sequence [ str ] = (), invoker : Optional [ Callable ] = None , deprecated : Sequence [ str ] = (), ) -> Callable [[ catalogue . InFunc ], catalogue . InFunc ]: \"\"\" This is a convenience wrapper around `catalogue.Registry.register`, that additionally validates the input arguments of the registered function and saves the result of any call to a mapping to its arguments. Parameters ---------- name: str The name of the function func: Optional[catalogue.InFunc] The function to register save_params: Optional[Dict[str, Any]] Additional parameters to save when the function is called. If falsy, the function parameters are not saved skip_save_params: Sequence[str] List of parameters to skip when saving the function parameters invoker: Optional[Callable] = None, An optional invoker to apply to the function before registering it. It is better to use this than to apply the invoker to the function to preserve the signature of the function or the class and enable validating its parameters. deprecated: Sequence[str] The deprecated registry names for the function Returns ------- Callable[[catalogue.InFunc], catalogue.InFunc] \"\"\" registerer = super () . register save_params = save_params or { f \"@ { self . namespace [ - 1 ] } \" : name } def invoke ( func , params ): resolved = invoker ( func , params ) if invoker is not None else func ( params ) if save_params is not None : params_to_save = { ** save_params , ** params } for name in skip_save_params : params_to_save . pop ( name , None ) Config . _store_resolved ( resolved , params_to_save ) return resolved def wrap_and_register ( fn : catalogue . InFunc ) -> catalogue . InFunc : if save_params is not None : _check_signature_for_save_params ( fn if not isinstance ( fn , type ) else fn . __init__ ) validated_fn = validate_arguments ( fn , config = { \"arbitrary_types_allowed\" : True }, registry = getattr ( self , \"registry\" , None ), invoker = invoke , ) registerer ( name )( validated_fn ) for deprecated_name in deprecated : def make_deprecated_fn ( old ): @wraps ( fn ) def deprecated_fn ( * args , ** kwargs ): warnings . warn ( f '\" { old } \" is deprecated, please use \" { name } \" instead.\"' , VisibleDeprecationWarning , ) return validated_fn ( * args , ** kwargs ) return deprecated_fn registerer ( deprecated_name )( make_deprecated_fn ( deprecated_name )) return validated_fn if func is not None : return wrap_and_register ( func ) else : return wrap_and_register get_entry_points () Get registered entry points from other packages for this namespace. RETURNS (Dict[str, Any]): Entry points, keyed by name. Source code in confit/registry.py 475 476 477 478 479 480 481 482 483 484 def get_entry_points ( self ): \"\"\"Get registered entry points from other packages for this namespace. RETURNS (Dict[str, Any]): Entry points, keyed by name. \"\"\" entrypoints = importlib_metadata . entry_points () if hasattr ( entrypoints , \"select\" ): return entrypoints . select ( group = self . entry_point_namespace ) else : # dict return entrypoints . get ( self . entry_point_namespace , []) get ( name ) Get the registered function for a given name. Modified from catalogue.Registry.get to avoid importing all entry points when lookup fails, but rather list the available entry points. PARAMETER DESCRIPTION name The name of the function TYPE: str RETURNS DESCRIPTION InFunc Source code in confit/registry.py 486 487 488 489 490 491 492 493 494 495 496 497 498 499 500 501 502 503 504 505 506 507 508 509 510 511 512 513 514 515 516 517 def get ( self , name : str ): \"\"\" Get the registered function for a given name. Modified from catalogue.Registry.get to avoid importing all entry points when lookup fails, but rather list the available entry points. Parameters ---------- name: str The name of the function Returns ------- catalogue.InFunc \"\"\" path = list ( self . namespace ) + [ name ] try : return catalogue . _get ( path ) except catalogue . RegistryError : if self . entry_points : from_entry_point = self . get_entry_point ( name ) if from_entry_point : return from_entry_point if not catalogue . check_exists ( * path ): raise catalogue . RegistryError ( f \"Can't find ' { name } ' in registry { ' -> ' . join ( self . namespace ) } . \" f \"Available names: \" f \" { ', ' . join ( sorted ( self . get_available ())) or 'none' } \" ) return catalogue . _get ( path ) get_available () Get all functions for a given namespace. namespace (Tuple[str]): The namespace to get. RETURNS (Dict[str, Any]): The functions, keyed by name. Source code in confit/registry.py 519 520 521 522 523 524 525 526 527 528 529 530 531 532 533 def get_available ( self ) -> Sequence [ str ]: \"\"\"Get all functions for a given namespace. namespace (Tuple[str]): The namespace to get. RETURNS (Dict[str, Any]): The functions, keyed by name. \"\"\" result = set () if self . entry_points : result . update ({ p . name for p in self . _get_entry_points ()}) for keys in catalogue . REGISTRY . copy () . keys (): if len ( self . namespace ) == len ( keys ) - 1 and all ( self . namespace [ i ] == keys [ i ] for i in range ( len ( self . namespace )) ): result . add ( keys [ - 1 ]) return sorted ( result ) MetaRegistryCollection Bases: type A metaclass for the registry collection that adds it as the registry collection of all registries defined in the body of the class. Source code in confit/registry.py 539 540 541 542 543 544 545 546 547 548 549 550 551 552 553 554 555 556 557 558 559 560 561 562 563 564 class MetaRegistryCollection ( type ): \"\"\" A metaclass for the registry collection that adds it as the registry collection of all registries defined in the body of the class. \"\"\" def __setattr__ ( self , key , value ): assert isinstance ( value , Registry ) value . registry = self super () . __setattr__ ( key , value ) def __init__ ( cls , name , bases , dct ): \"\"\" Initialize the registry collection by adding it-self as the registry collection of all registries. Parameters ---------- name bases dct \"\"\" super () . __init__ ( name , bases , dct ) for key , value in dct . items (): if isinstance ( value , Registry ): value . registry = cls __init__ ( name , bases , dct ) Initialize the registry collection by adding it-self as the registry collection of all registries. PARAMETER DESCRIPTION name bases dct Source code in confit/registry.py 550 551 552 553 554 555 556 557 558 559 560 561 562 563 564 def __init__ ( cls , name , bases , dct ): \"\"\" Initialize the registry collection by adding it-self as the registry collection of all registries. Parameters ---------- name bases dct \"\"\" super () . __init__ ( name , bases , dct ) for key , value in dct . items (): if isinstance ( value , Registry ): value . registry = cls RegistryCollection A collection of registries. ```python class MyRegistries(RegistryCollection): my_registry = Registry((\"package_name\", \"my_registry\"), entry_points=True) my_other_registry = Registry((\"package_name\", \"my_other_registry\")) Source code in confit/registry.py 567 568 569 570 571 572 573 574 575 class RegistryCollection ( metaclass = MetaRegistryCollection ): \"\"\" A collection of registries. ```python class MyRegistries(RegistryCollection): my_registry = Registry((\"package_name\", \"my_registry\"), entry_points=True) my_other_registry = Registry((\"package_name\", \"my_other_registry\")) \"\"\" validate_arguments ( func = None , * , config = None , invoker = None , registry = None ) Decorator to validate the arguments passed to a function and store the result in a mapping from results to call parameters (allowing PARAMETER DESCRIPTION func The function or class to call TYPE: Optional [ Func ] DEFAULT: None config The validation configuration object TYPE: Dict DEFAULT: None invoker An optional invoker to apply on the validated function TYPE: Optional [ Callable [[ Callable , Dict [ str , Any ]], Any ]] DEFAULT: None registry The registry to use to resolve the default parameters TYPE: Any DEFAULT: None RETURNS DESCRIPTION Any Source code in confit/registry.py 150 151 152 153 154 155 156 157 158 159 160 161 162 163 164 165 166 167 168 169 170 171 172 173 174 175 176 177 178 179 180 181 182 183 184 185 186 187 188 189 190 191 192 193 194 195 196 197 198 199 200 201 202 203 204 205 206 207 208 209 210 211 212 213 214 215 216 217 218 219 220 221 222 223 224 225 226 227 228 229 230 231 232 233 234 235 236 237 238 239 240 241 242 243 244 245 246 247 248 249 250 251 252 253 254 255 256 257 258 259 260 261 262 263 264 265 266 267 268 269 270 271 272 273 274 275 276 277 278 279 280 281 282 283 284 285 286 287 288 289 290 291 292 293 294 295 296 297 298 299 300 301 302 303 304 305 306 307 308 309 310 311 312 313 314 315 316 317 318 319 320 321 322 323 324 325 326 327 328 329 330 331 332 333 334 335 336 337 338 339 340 341 342 343 344 345 346 347 348 349 350 351 def validate_arguments ( func : Optional [ Func ] = None , * , config : Dict = None , invoker : Optional [ Callable [[ Callable , Dict [ str , Any ]], Any ]] = None , registry : Any = None , ) -> Union [ Func , Callable [[ Func ], Func ]]: \"\"\" Decorator to validate the arguments passed to a function and store the result in a mapping from results to call parameters (allowing Parameters ---------- func: Callable The function or class to call config: Dict The validation configuration object invoker: Optional[Callable] An optional invoker to apply on the validated function registry: Any The registry to use to resolve the default parameters Returns ------- Any \"\"\" if config is None : config = {} config = { ** config , \"arbitrary_types_allowed\" : True } def validate ( _func : Callable ) -> Callable : if isinstance ( _func , type ): _func : type if hasattr ( _func . __init__ , \"__wrapped__\" ): vd = ValidatedFunction ( _func . __init__ . __wrapped__ , config ) else : vd = ValidatedFunction ( _func . __init__ , config ) vd . model . __name__ = _func . __name__ if PYDANTIC_V1 : vd . model . __fields__ [ \"self\" ] . default = None else : vd . model . model_fields [ \"self\" ] . default = None # This function is called by Pydantic when asked to cast # a value (most likely a dict) as a Model (most often during # a function call) old_get_validators = ( _func . __get_validators__ if hasattr ( _func , \"__get_validators__\" ) else None ) old_get_pydantic_core_schema = ( _func . __get_pydantic_core_schema__ if hasattr ( _func , \"__get_pydantic_core_schema__\" ) else None ) def __get_validators__ (): \"\"\" This function is called by Pydantic when asked to cast a value (most likely a dict) as a Model (most often during a function call) Yields ------- Callable The validator function \"\"\" def _validate ( value ): if isinstance ( value , dict ): value = Config ( value ) . resolve ( registry = registry ) if old_get_validators is not None : for validator in old_get_validators (): value = validator ( value ) if isinstance ( value , _func ): return value return _func ( ** value ) yield _validate def __get_pydantic_core_schema__ ( * args , ** kwargs ): from pydantic_core import core_schema def pre_validate ( value ): if isinstance ( value , dict ): value = Config ( value ) . resolve ( registry = registry ) return value def post_validate ( value ): if isinstance ( value , _func ): return value return _func ( ** value ) return core_schema . chain_schema ( [ core_schema . no_info_plain_validator_function ( pre_validate ), * ( ( old_get_pydantic_core_schema ( * args , ** kwargs ),) if old_get_pydantic_core_schema else ( core_schema . no_info_plain_validator_function ( fn ) for fn in old_get_validators () ) if old_get_validators is not None else () ), core_schema . no_info_plain_validator_function ( post_validate ), ] ) # This function is called when we do Model(variable=..., other=...) @wraps ( vd . raw_function , assigned = ( \"__module__\" , \"__name__\" , \"__qualname__\" , \"__doc__\" , \"__annotations__\" , \"__defaults__\" , \"__kwdefaults__\" , ), ) def wrapper_function ( * args : Any , ** kwargs : Any ) -> Any : try : return _resolve_and_validate_call ( args = args , kwargs = kwargs , pydantic_func = vd , use_self = True , invoker = invoker , callee = _func , ) except Exception as e : if not is_debug () and isinstance ( e . __context__ , ( ValidationError , LegacyValidationError ) ): e . __cause__ = None e . __suppress_context__ = True raise e . with_traceback ( remove_lib_from_traceback ( e . __traceback__ )) _func . vd = vd if PYDANTIC_V1 : _func . __get_validators__ = __get_validators__ else : _func . __get_pydantic_core_schema__ = __get_pydantic_core_schema__ # _func.model = vd.model # _func.model.type_ = _func _func . __init__ = wrapper_function _func . __init__ . __wrapped__ = vd . raw_function return _func else : vd = ValidatedFunction ( _func , config ) @wraps ( _func , assigned = ( \"__module__\" , \"__name__\" , \"__qualname__\" , \"__doc__\" , \"__annotations__\" , \"__defaults__\" , \"__kwdefaults__\" , \"__signature__\" , ), ) def wrapper_function ( * args : Any , ** kwargs : Any ) -> Any : try : return _resolve_and_validate_call ( args = args , kwargs = kwargs , pydantic_func = vd , use_self = False , invoker = invoker , callee = _func , ) except Exception as e : if not is_debug () and isinstance ( e . __cause__ , ( ValidationError , LegacyValidationError ) ): e . __cause__ = None e . __suppress_context__ = True raise e . with_traceback ( remove_lib_from_traceback ( e . __traceback__ )) wrapper_function . vd = vd # type: ignore wrapper_function . validate = vd . init_model_instance # type: ignore wrapper_function . __wrapped__ = vd . raw_function # type: ignore wrapper_function . model = vd . model # type: ignore return wrapper_function if func : return validate ( func ) else : return validate get_default_registry () Get the default registered registry. RETURNS DESCRIPTION Registry Source code in confit/registry.py 578 579 580 581 582 583 584 585 586 def get_default_registry () -> Any : \"\"\" Get the default registered registry. Returns ------- Registry \"\"\" return _default_registry set_default_registry ( registry ) Set the default registered registry. This is used in Config.resolve() when no registry is provided. PARAMETER DESCRIPTION registry TYPE: CustomRegistry RETURNS DESCRIPTION Registry Source code in confit/registry.py 592 593 594 595 596 597 598 599 600 601 602 603 604 605 606 607 def set_default_registry ( registry : CustomRegistry ) -> CustomRegistry : \"\"\" Set the default registered registry. This is used in [`Config.resolve()`][confit.config.Config.resolve] when no registry is provided. Parameters ---------- registry: Registry Returns ------- Registry \"\"\" global _default_registry _default_registry = registry return registry","title":"confit.registry"},{"location":"fr/reference/utils/","text":"confit.utils","title":"confit.utils"},{"location":"fr/reference/utils/collections/","text":"confit.utils.collections join_path ( path ) Join a path into a string and quotes subpaths that contain dots. PARAMETER DESCRIPTION path RETURNS DESCRIPTION str Source code in confit/utils/collections.py 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 def join_path ( path ): \"\"\" Join a path into a string and quotes subpaths that contain dots. Parameters ---------- path: Tuple[Union[int, str]] Returns ------- str \"\"\" return \".\" . join ( repr ( x ) if not isinstance ( x , str ) or split_path ( x . strip ()) != ( x ,) else x for x in path ) split_path ( path ) Split a path around \".\" into a tuple of strings and ints. If a sub-path is quoted, it will be returned as a full non-split string. PARAMETER DESCRIPTION path TYPE: str Source code in confit/utils/collections.py 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 def split_path ( path : str ) -> Tuple [ Union [ int , str ]]: \"\"\" Split a path around \".\" into a tuple of strings and ints. If a sub-path is quoted, it will be returned as a full non-split string. Parameters ---------- path: str Returns ------- \"\"\" offset = 0 result = [] for match in re . finditer ( KEY_PART , str ( path )): assert match . start () == offset , f \"Malformed path: { path !r} in config\" offset = match . end () part = next (( g for g in match . groups () if g is not None )) result . append ( int ( part ) if part . isdigit () else part ) if offset == len ( path ): break return tuple ( result ) flatten_sections ( root ) Flatten a nested dict of dicts into a \"flat\" dict of dict. PARAMETER DESCRIPTION root The root dict to flatten TYPE: Dict [ str , Any ] RETURNS DESCRIPTION Dict [ str , Dict [ str , Any ]] Source code in confit/utils/collections.py 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 def flatten_sections ( root : Dict [ str , Any ]) -> Dict [ str , Any ]: \"\"\" Flatten a nested dict of dicts into a \"flat\" dict of dict. Parameters ---------- root: Dict[str, Any] The root dict to flatten Returns ------- Dict[str, Dict[str, Any]] \"\"\" res = collections . defaultdict ( lambda : {}) def rec ( d , path ): res . setdefault ( join_path ( path ), {}) section = {} for k , v in d . items (): if isinstance ( v , dict ): rec ( v , ( * path , k )) else : section [ k ] = v res [ join_path ( path )] . update ( section ) rec ( root , ()) root_level = res . pop ( \"\" , None ) if root_level is not None and len ( root_level ) > 0 : raise Exception ( \"Cannot dump root level config\" , root_level ) return dict ( res )","title":"confit.utils.collections"},{"location":"fr/reference/utils/eval/","text":"confit.utils.eval Transformer Bases: NodeTransformer An ast NodeTransformer that only allows a subset of the Python AST. Source code in confit/utils/eval.py 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 class Transformer ( ast . NodeTransformer ): \"\"\" An ast NodeTransformer that only allows a subset of the Python AST. \"\"\" ALLOWED_NODE_TYPES = { \"Expression\" , \"Attribute\" , \"Slice\" , \"Subscript\" , \"Index\" , \"Constant\" , \"Tuple\" , \"Name\" , \"Load\" , \"Str\" , \"BinOp\" , \"Num\" , \"List\" , \"Dict\" , \"Set\" , \"Add\" , \"Sub\" , \"Mult\" , \"Div\" , \"FloorDiv\" , \"Mod\" , \"Pow\" , \"LShift\" , \"RShift\" , \"BitOr\" , \"BitXor\" , \"BitAnd\" , \"MatMult\" , \"And\" , \"Or\" , \"Compare\" , \"Eq\" , \"NotEq\" , \"Lt\" , \"LtE\" , \"Gt\" , \"GtE\" , \"Is\" , \"IsNot\" , \"In\" , \"NotIn\" , \"Starred\" , \"IfExp\" , } def generic_visit ( self , node ): \"\"\" Checks that the node type is allowed. \"\"\" nodetype = type ( node ) . __name__ if nodetype not in self . ALLOWED_NODE_TYPES : raise RuntimeError ( f \"Invalid expression: { nodetype } not allowed !\" ) return ast . NodeTransformer . generic_visit ( self , node ) generic_visit ( node ) Checks that the node type is allowed. Source code in confit/utils/eval.py 56 57 58 59 60 61 62 63 64 def generic_visit ( self , node ): \"\"\" Checks that the node type is allowed. \"\"\" nodetype = type ( node ) . __name__ if nodetype not in self . ALLOWED_NODE_TYPES : raise RuntimeError ( f \"Invalid expression: { nodetype } not allowed !\" ) return ast . NodeTransformer . generic_visit ( self , node ) safe_eval ( source , locals_dict = None ) Evaluate a Python string expression in a safe way. For instance, imports, function calls and builtins are disabled. PARAMETER DESCRIPTION source The expression to evaluate TYPE: str locals_dict The local variables to use in the evaluation TYPE: Optional [ Dict [ str , Any ]] DEFAULT: None RETURNS DESCRIPTION Any The result of the evaluation Source code in confit/utils/eval.py 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94 def safe_eval ( source : str , locals_dict : Optional [ Dict [ str , Any ]] = None ): \"\"\" Evaluate a Python string expression in a safe way. For instance, imports, function calls and builtins are disabled. Parameters ---------- source: str The expression to evaluate locals_dict: Optional[Dict[str, Any]] The local variables to use in the evaluation Returns ------- Any The result of the evaluation \"\"\" tree = ast . parse ( source , mode = \"eval\" ) transformer . visit ( tree ) clause = compile ( tree , \"\" , \"eval\" ) result = eval ( clause , { \"__builtins__\" : {}}, locals_dict ) return result","title":"confit.utils.eval"},{"location":"fr/reference/utils/random/","text":"confit.utils.random set_seed Source code in confit/utils/random.py 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94 95 96 97 98 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 class set_seed : def __init__ ( self , seed , cuda : Optional [ bool ] = None ): \"\"\" Set seed values for random generators. If used as a context, restore the random state used before entering the context. Parameters ---------- seed: int Value used as a seed. cuda: bool Saves the cuda random states too \"\"\" # if seed is True: # seed = random.randint(1, 2**16) seed = random . randint ( 1 , 2 ** 16 ) if seed is True else seed self . state = get_random_generator_state ( cuda ) if seed is not None : random . seed ( seed ) try : import torch torch . manual_seed ( seed ) if cuda or ( cuda is None and torch . cuda . is_available () ): # pragma: no cover torch . cuda . manual_seed ( seed ) torch . cuda . manual_seed_all ( seed ) except ImportError : # pragma: no cover pass try : import numpy numpy . random . seed ( seed ) except ImportError : # pragma: no cover pass def __enter__ ( self ): return self def __exit__ ( self , exc_type , exc_val , exc_tb ): set_random_generator_state ( self . state ) __init__ ( seed , cuda = None ) Set seed values for random generators. If used as a context, restore the random state used before entering the context. PARAMETER DESCRIPTION seed Value used as a seed. cuda Saves the cuda random states too TYPE: Optional [ bool ] DEFAULT: None Source code in confit/utils/random.py 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94 95 96 97 98 99 100 101 102 103 104 105 106 107 def __init__ ( self , seed , cuda : Optional [ bool ] = None ): \"\"\" Set seed values for random generators. If used as a context, restore the random state used before entering the context. Parameters ---------- seed: int Value used as a seed. cuda: bool Saves the cuda random states too \"\"\" # if seed is True: # seed = random.randint(1, 2**16) seed = random . randint ( 1 , 2 ** 16 ) if seed is True else seed self . state = get_random_generator_state ( cuda ) if seed is not None : random . seed ( seed ) try : import torch torch . manual_seed ( seed ) if cuda or ( cuda is None and torch . cuda . is_available () ): # pragma: no cover torch . cuda . manual_seed ( seed ) torch . cuda . manual_seed_all ( seed ) except ImportError : # pragma: no cover pass try : import numpy numpy . random . seed ( seed ) except ImportError : # pragma: no cover pass get_random_generator_state ( cuda = None ) Get the torch , numpy and random random generator state. PARAMETER DESCRIPTION cuda Saves the cuda random states too DEFAULT: None RETURNS DESCRIPTION RandomGeneratorState Source code in confit/utils/random.py 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 def get_random_generator_state ( cuda = None ): \"\"\" Get the `torch`, `numpy` and `random` random generator state. Parameters ---------- cuda: bool Saves the cuda random states too Returns ------- RandomGeneratorState \"\"\" torch_state = torch_cuda_state = numpy_state = None random_state = random . getstate () try : import torch torch_state = torch . random . get_rng_state () if cuda or ( cuda is None and torch . cuda . is_available ()): # pragma: no cover torch_cuda_state = torch . cuda . get_rng_state_all () except ImportError : # pragma: no cover pass try : import numpy numpy_state = numpy . random . get_state () except ImportError : # pragma: no cover pass return RandomGeneratorState ( random_state , torch_state , numpy_state , torch_cuda_state , ) set_random_generator_state ( state ) Set the torch , numpy and random random generator state. PARAMETER DESCRIPTION state Source code in confit/utils/random.py 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 def set_random_generator_state ( state ): \"\"\" Set the `torch`, `numpy` and `random` random generator state. Parameters ---------- state: RandomGeneratorState \"\"\" random . setstate ( state . random ) if state . torch is not None : import torch torch . random . set_rng_state ( state . torch ) if ( state . torch_cuda is not None and torch . cuda . is_available () and len ( state . torch_cuda ) == torch . cuda . device_count () ): # pragma: no cover torch . cuda . set_rng_state_all ( state . torch_cuda ) if state . numpy is not None : import numpy numpy . random . set_state ( state . numpy )","title":"confit.utils.random"},{"location":"fr/reference/utils/settings/","text":"confit.utils.settings","title":"confit.utils.settings"},{"location":"fr/reference/utils/xjson/","text":"confit.utils.xjson Reference A path reference to a value in the configuration. Source code in confit/utils/xjson.py 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 class Reference : \"\"\" A path reference to a value in the configuration. \"\"\" def __init__ ( self , value : str ): \"\"\" Parameters ---------- value: str The path to the value in the configuration. \"\"\" self . value = value def __repr__ ( self ): return f \"$ {{ { self . value } }} \" def __str__ ( self ): return self . __repr__ () def __eq__ ( self , other ): return self . value == other . value __init__ ( value ) PARAMETER DESCRIPTION value The path to the value in the configuration. TYPE: str Source code in confit/utils/xjson.py 12 13 14 15 16 17 18 19 def __init__ ( self , value : str ): \"\"\" Parameters ---------- value: str The path to the value in the configuration. \"\"\" self . value = value XJsonTransformer Bases: Transformer A Lark transformer to parse extended JSON. Source code in confit/utils/xjson.py 81 82 83 84 85 86 87 88 89 90 91 92 93 94 95 96 97 98 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126 127 128 129 130 131 132 133 134 135 136 137 138 139 140 141 142 143 class XJsonTransformer ( Transformer ): \"\"\" A Lark transformer to parse extended JSON. \"\"\" def __init__ ( self , input_string : str ): \"\"\" Parameters ---------- input_string: str The input string to parse. \"\"\" super () . __init__ () self . input_string = input_string def string ( self , s ): \"\"\"Parse string\"\"\" ( s ,) = s return ast . literal_eval ( s ) def float ( self , n ): \"\"\"Parse number\"\"\" ( n ,) = n return float ( n ) def int ( self , n ): \"\"\"Parse number\"\"\" ( n ,) = n return int ( n ) def reference ( self , tree : Tree ): \"\"\"Parse reference\"\"\" meta = tree [ 0 ] . meta return Reference ( self . input_string [ meta . start_pos : meta . end_pos ]) list = list tuple = tuple pair = tuple dict = dict def null ( self , _ ): \"\"\"Parse null\"\"\" return None def true ( self , _ ): \"\"\"Parse true\"\"\" return True def false ( self , _ ): \"\"\"Parse false\"\"\" return False def plus_inf ( self , _ ): \"\"\"Parse infinity\"\"\" return float ( \"inf\" ) def minus_inf ( self , _ ): \"\"\"Parse -infinity\"\"\" return - float ( \"inf\" ) def nan ( self , _ ): \"\"\"Parse nan\"\"\" return float ( \"nan\" ) __init__ ( input_string ) PARAMETER DESCRIPTION input_string The input string to parse. TYPE: str Source code in confit/utils/xjson.py 86 87 88 89 90 91 92 93 94 def __init__ ( self , input_string : str ): \"\"\" Parameters ---------- input_string: str The input string to parse. \"\"\" super () . __init__ () self . input_string = input_string string ( s ) Parse string Source code in confit/utils/xjson.py 96 97 98 99 def string ( self , s ): \"\"\"Parse string\"\"\" ( s ,) = s return ast . literal_eval ( s ) float ( n ) Parse number Source code in confit/utils/xjson.py 101 102 103 104 def float ( self , n ): \"\"\"Parse number\"\"\" ( n ,) = n return float ( n ) int ( n ) Parse number Source code in confit/utils/xjson.py 106 107 108 109 def int ( self , n ): \"\"\"Parse number\"\"\" ( n ,) = n return int ( n ) reference ( tree ) Parse reference Source code in confit/utils/xjson.py 111 112 113 114 def reference ( self , tree : Tree ): \"\"\"Parse reference\"\"\" meta = tree [ 0 ] . meta return Reference ( self . input_string [ meta . start_pos : meta . end_pos ]) null ( _ ) Parse null Source code in confit/utils/xjson.py 121 122 123 def null ( self , _ ): \"\"\"Parse null\"\"\" return None true ( _ ) Parse true Source code in confit/utils/xjson.py 125 126 127 def true ( self , _ ): \"\"\"Parse true\"\"\" return True false ( _ ) Parse false Source code in confit/utils/xjson.py 129 130 131 def false ( self , _ ): \"\"\"Parse false\"\"\" return False plus_inf ( _ ) Parse infinity Source code in confit/utils/xjson.py 133 134 135 def plus_inf ( self , _ ): \"\"\"Parse infinity\"\"\" return float ( \"inf\" ) minus_inf ( _ ) Parse -infinity Source code in confit/utils/xjson.py 137 138 139 def minus_inf ( self , _ ): \"\"\"Parse -infinity\"\"\" return - float ( \"inf\" ) nan ( _ ) Parse nan Source code in confit/utils/xjson.py 141 142 143 def nan ( self , _ ): \"\"\"Parse nan\"\"\" return float ( \"nan\" ) loads ( s ) Load an extended JSON string into a python object. Takes care of detecting references and tuples PARAMETER DESCRIPTION s TYPE: str RETURNS DESCRIPTION Any Source code in confit/utils/xjson.py 262 263 264 265 266 267 268 269 270 271 272 273 274 275 276 277 278 279 280 281 282 def loads ( s : str ): \"\"\" Load an extended JSON string into a python object. Takes care of detecting references and tuples Parameters ---------- s: str Returns ------- Any \"\"\" try : return XJsonTransformer ( s ) . transform ( _json_parser . parse ( s )) except Exception : # Fail if we suspect that it is a malformed object # (e.g. has ', \", {, }, [, ] in it) if set ( s ) & set ( \",' \\\" {} []$\" ): raise MalformedValueError ( s ) return s dumps ( o ) Dump a python object into an extended JSON string. Takes care of serializing references and tuples PARAMETER DESCRIPTION o TYPE: Any RETURNS DESCRIPTION str Source code in confit/utils/xjson.py 285 286 287 288 289 290 291 292 293 294 295 296 297 298 299 def dumps ( o : Any ): \"\"\" Dump a python object into an extended JSON string. Takes care of serializing references and tuples Parameters ---------- o: Any Returns ------- str \"\"\" res = \"\" . join ( _make_iterencode ()( o )) return res","title":"confit.utils.xjson"}]} \ No newline at end of file diff --git a/main/sitemap.xml b/main/sitemap.xml new file mode 100644 index 0000000..c47798c --- /dev/null +++ b/main/sitemap.xml @@ -0,0 +1,139 @@ + + + + Nonealternatives/ + 2025-01-15 + daily + + + + + + Nonechangelog/ + 2025-01-15 + daily + + + + + + Nonecontributing/ + 2025-01-15 + daily + + + + + + Nonegetting-started/ + 2025-01-15 + daily + + + + + + None./ + 2025-01-15 + daily + + + + + + Noneroadmap/ + 2025-01-15 + daily + + + + + + Nonereference/ + 2025-01-15 + daily + + + + + + Nonereference/cli/ + 2025-01-15 + daily + + + + + + Nonereference/config/ + 2025-01-15 + daily + + + + + + Nonereference/errors/ + 2025-01-15 + daily + + + + + + Nonereference/registry/ + 2025-01-15 + daily + + + + + + Nonereference/utils/ + 2025-01-15 + daily + + + + + + Nonereference/utils/collections/ + 2025-01-15 + daily + + + + + + Nonereference/utils/eval/ + 2025-01-15 + daily + + + + + + Nonereference/utils/random/ + 2025-01-15 + daily + + + + + + Nonereference/utils/settings/ + 2025-01-15 + daily + + + + + + Nonereference/utils/xjson/ + 2025-01-15 + daily + + + + + \ No newline at end of file diff --git a/main/sitemap.xml.gz b/main/sitemap.xml.gz new file mode 100644 index 0000000..0c18d53 Binary files /dev/null and b/main/sitemap.xml.gz differ diff --git a/versions.json b/versions.json index de8d7b0..eec899c 100644 --- a/versions.json +++ b/versions.json @@ -1 +1 @@ -[{"version": "v0.7.3", "title": "v0.7.3", "aliases": ["latest"]}, {"version": "v0.7.2", "title": "v0.7.2", "aliases": []}, {"version": "v0.7.1", "title": "v0.7.1", "aliases": []}, {"version": "v0.7.0", "title": "v0.7.0", "aliases": []}, {"version": "v0.6.0", "title": "v0.6.0", "aliases": []}, {"version": "v0.5.6", "title": "v0.5.6", "aliases": []}, {"version": "v0.5.5", "title": "v0.5.5", "aliases": []}, {"version": "v0.5.4", "title": "v0.5.4", "aliases": []}, {"version": "v0.5.3", "title": "v0.5.3", "aliases": []}, {"version": "v0.5.2", "title": "v0.5.2", "aliases": []}, {"version": "v0.5.1", "title": "v0.5.1", "aliases": []}, {"version": "v0.5.0", "title": "v0.5.0", "aliases": []}, {"version": "v0.4.3", "title": "v0.4.3", "aliases": []}, {"version": "v0.4.2", "title": "v0.4.2", "aliases": []}, {"version": "v0.4.1", "title": "v0.4.1", "aliases": []}, {"version": "v0.4.0", "title": "v0.4.0", "aliases": []}, {"version": "v0.3.0", "title": "v0.3.0", "aliases": []}, {"version": "v0.2.1", "title": "v0.2.1", "aliases": []}] \ No newline at end of file +[{"version": "v0.7.3", "title": "v0.7.3", "aliases": ["latest"]}, {"version": "v0.7.2", "title": "v0.7.2", "aliases": []}, {"version": "v0.7.1", "title": "v0.7.1", "aliases": []}, {"version": "v0.7.0", "title": "v0.7.0", "aliases": []}, {"version": "v0.6.0", "title": "v0.6.0", "aliases": []}, {"version": "v0.5.6", "title": "v0.5.6", "aliases": []}, {"version": "v0.5.5", "title": "v0.5.5", "aliases": []}, {"version": "v0.5.4", "title": "v0.5.4", "aliases": []}, {"version": "v0.5.3", "title": "v0.5.3", "aliases": []}, {"version": "v0.5.2", "title": "v0.5.2", "aliases": []}, {"version": "v0.5.1", "title": "v0.5.1", "aliases": []}, {"version": "v0.5.0", "title": "v0.5.0", "aliases": []}, {"version": "v0.4.3", "title": "v0.4.3", "aliases": []}, {"version": "v0.4.2", "title": "v0.4.2", "aliases": []}, {"version": "v0.4.1", "title": "v0.4.1", "aliases": []}, {"version": "v0.4.0", "title": "v0.4.0", "aliases": []}, {"version": "v0.3.0", "title": "v0.3.0", "aliases": []}, {"version": "v0.2.1", "title": "v0.2.1", "aliases": []}, {"version": "main", "title": "main", "aliases": []}] \ No newline at end of file