/pypi/simple\r\n```\r\n\r\n## Advanced configuration\r\nThe `artifacts-keyring` package is layered on top of our [Azure Artifacts Credential Provider](https://github.com/microsoft/artifacts-credprovider). Check out that link to the GitHub repo for more information on configuration options.\r\n\r\n### Environment variables\r\n\r\n- `ARTIFACTS_KEYRING_NONINTERACTIVE_MODE`: Controls whether the underlying credential provider can issue interactive prompts.\r\n\r\n## Contributing\r\n\r\nThis project welcomes contributions and suggestions. Most contributions require you to agree to a\r\nContributor License Agreement (CLA) declaring that you have the right to, and actually do, grant us\r\nthe rights to use your contribution. For details, visit https://cla.microsoft.com.\r\n\r\nWhen you submit a pull request, a CLA-bot will automatically determine whether you need to provide\r\na CLA and decorate the PR appropriately (e.g., label, comment). Simply follow the instructions\r\nprovided by the bot. You will only need to do this once across all repos using our CLA.\r\n\r\nThis project has adopted the [Microsoft Open Source Code of Conduct](https://opensource.microsoft.com/codeofconduct/).\r\nFor more information see the [Code of Conduct FAQ](https://opensource.microsoft.com/codeofconduct/faq/) or\r\ncontact [opencode@microsoft.com](mailto:opencode@microsoft.com) with any additional questions or comments.\r\n",
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+ "description": "Certifi: Python SSL Certificates\n================================\n\nCertifi provides Mozilla's carefully curated collection of Root Certificates for\nvalidating the trustworthiness of SSL certificates while verifying the identity\nof TLS hosts. It has been extracted from the `Requests`_ project.\n\nInstallation\n------------\n\n``certifi`` is available on PyPI. Simply install it with ``pip``::\n\n $ pip install certifi\n\nUsage\n-----\n\nTo reference the installed certificate authority (CA) bundle, you can use the\nbuilt-in function::\n\n >>> import certifi\n\n >>> certifi.where()\n '/usr/local/lib/python3.7/site-packages/certifi/cacert.pem'\n\nOr from the command line::\n\n $ python -m certifi\n /usr/local/lib/python3.7/site-packages/certifi/cacert.pem\n\nEnjoy!\n\n.. _`Requests`: https://requests.readthedocs.io/en/master/\n\nAddition/Removal of Certificates\n--------------------------------\n\nCertifi does not support any addition/removal or other modification of the\nCA trust store content. This project is intended to provide a reliable and\nhighly portable root of trust to python deployments. Look to upstream projects\nfor methods to use alternate trust.\n",
+ "home_page": "https://github.com/certifi/python-certifi",
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+ "summary": "The Real First Universal Charset Detector. Open, modern and actively maintained alternative to Chardet.",
+ "description": "Charset Detection, for Everyone 👋
\r\n\r\n\r\n The Real First Universal Charset Detector
\r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n
\r\n\r\n Featured Packages
\r\n \r\n \r\n \r\n \r\n \r\n \r\n
\r\n\r\n In other language (unofficial port - by the community)
\r\n \r\n \r\n \r\n
\r\n\r\n> A library that helps you read text from an unknown charset encoding.
Motivated by `chardet`,\r\n> I'm trying to resolve the issue by taking a new approach.\r\n> All IANA character set names for which the Python core library provides codecs are supported.\r\n\r\n\r\n >>>>> 👉 Try Me Online Now, Then Adopt Me 👈 <<<<<\r\n
\r\n\r\nThis project offers you an alternative to **Universal Charset Encoding Detector**, also known as **Chardet**.\r\n\r\n| Feature | [Chardet](https://github.com/chardet/chardet) | Charset Normalizer | [cChardet](https://github.com/PyYoshi/cChardet) |\r\n|--------------------------------------------------|:---------------------------------------------:|:--------------------------------------------------------------------------------------------------:|:-----------------------------------------------:|\r\n| `Fast` | ❌ | ✅ | ✅ |\r\n| `Universal**` | ❌ | ✅ | ❌ |\r\n| `Reliable` **without** distinguishable standards | ❌ | ✅ | ✅ |\r\n| `Reliable` **with** distinguishable standards | ✅ | ✅ | ✅ |\r\n| `License` | LGPL-2.1
_restrictive_ | MIT | MPL-1.1
_restrictive_ |\r\n| `Native Python` | ✅ | ✅ | ❌ |\r\n| `Detect spoken language` | ❌ | ✅ | N/A |\r\n| `UnicodeDecodeError Safety` | ❌ | ✅ | ❌ |\r\n| `Whl Size (min)` | 193.6 kB | 42 kB | ~200 kB |\r\n| `Supported Encoding` | 33 | 🎉 [99](https://charset-normalizer.readthedocs.io/en/latest/user/support.html#supported-encodings) | 40 |\r\n\r\n\r\n\r\n
\r\n\r\n*\\*\\* : They are clearly using specific code for a specific encoding even if covering most of used one*
\r\nDid you got there because of the logs? See [https://charset-normalizer.readthedocs.io/en/latest/user/miscellaneous.html](https://charset-normalizer.readthedocs.io/en/latest/user/miscellaneous.html)\r\n\r\n## ⚡ Performance\r\n\r\nThis package offer better performance than its counterpart Chardet. Here are some numbers.\r\n\r\n| Package | Accuracy | Mean per file (ms) | File per sec (est) |\r\n|-----------------------------------------------|:--------:|:------------------:|:------------------:|\r\n| [chardet](https://github.com/chardet/chardet) | 86 % | 200 ms | 5 file/sec |\r\n| charset-normalizer | **98 %** | **10 ms** | 100 file/sec |\r\n\r\n| Package | 99th percentile | 95th percentile | 50th percentile |\r\n|-----------------------------------------------|:---------------:|:---------------:|:---------------:|\r\n| [chardet](https://github.com/chardet/chardet) | 1200 ms | 287 ms | 23 ms |\r\n| charset-normalizer | 100 ms | 50 ms | 5 ms |\r\n\r\nChardet's performance on larger file (1MB+) are very poor. Expect huge difference on large payload.\r\n\r\n> Stats are generated using 400+ files using default parameters. More details on used files, see GHA workflows.\r\n> And yes, these results might change at any time. The dataset can be updated to include more files.\r\n> The actual delays heavily depends on your CPU capabilities. The factors should remain the same.\r\n> Keep in mind that the stats are generous and that Chardet accuracy vs our is measured using Chardet initial capability\r\n> (eg. Supported Encoding) Challenge-them if you want.\r\n\r\n## ✨ Installation\r\n\r\nUsing pip:\r\n\r\n```sh\r\npip install charset-normalizer -U\r\n```\r\n\r\n## 🚀 Basic Usage\r\n\r\n### CLI\r\nThis package comes with a CLI.\r\n\r\n```\r\nusage: normalizer [-h] [-v] [-a] [-n] [-m] [-r] [-f] [-t THRESHOLD]\r\n file [file ...]\r\n\r\nThe Real First Universal Charset Detector. Discover originating encoding used\r\non text file. Normalize text to unicode.\r\n\r\npositional arguments:\r\n files File(s) to be analysed\r\n\r\noptional arguments:\r\n -h, --help show this help message and exit\r\n -v, --verbose Display complementary information about file if any.\r\n Stdout will contain logs about the detection process.\r\n -a, --with-alternative\r\n Output complementary possibilities if any. Top-level\r\n JSON WILL be a list.\r\n -n, --normalize Permit to normalize input file. If not set, program\r\n does not write anything.\r\n -m, --minimal Only output the charset detected to STDOUT. Disabling\r\n JSON output.\r\n -r, --replace Replace file when trying to normalize it instead of\r\n creating a new one.\r\n -f, --force Replace file without asking if you are sure, use this\r\n flag with caution.\r\n -t THRESHOLD, --threshold THRESHOLD\r\n Define a custom maximum amount of chaos allowed in\r\n decoded content. 0. <= chaos <= 1.\r\n --version Show version information and exit.\r\n```\r\n\r\n```bash\r\nnormalizer ./data/sample.1.fr.srt\r\n```\r\n\r\nor\r\n\r\n```bash\r\npython -m charset_normalizer ./data/sample.1.fr.srt\r\n```\r\n\r\n🎉 Since version 1.4.0 the CLI produce easily usable stdout result in JSON format.\r\n\r\n```json\r\n{\r\n \"path\": \"/home/default/projects/charset_normalizer/data/sample.1.fr.srt\",\r\n \"encoding\": \"cp1252\",\r\n \"encoding_aliases\": [\r\n \"1252\",\r\n \"windows_1252\"\r\n ],\r\n \"alternative_encodings\": [\r\n \"cp1254\",\r\n \"cp1256\",\r\n \"cp1258\",\r\n \"iso8859_14\",\r\n \"iso8859_15\",\r\n \"iso8859_16\",\r\n \"iso8859_3\",\r\n \"iso8859_9\",\r\n \"latin_1\",\r\n \"mbcs\"\r\n ],\r\n \"language\": \"French\",\r\n \"alphabets\": [\r\n \"Basic Latin\",\r\n \"Latin-1 Supplement\"\r\n ],\r\n \"has_sig_or_bom\": false,\r\n \"chaos\": 0.149,\r\n \"coherence\": 97.152,\r\n \"unicode_path\": null,\r\n \"is_preferred\": true\r\n}\r\n```\r\n\r\n### Python\r\n*Just print out normalized text*\r\n```python\r\nfrom charset_normalizer import from_path\r\n\r\nresults = from_path('./my_subtitle.srt')\r\n\r\nprint(str(results.best()))\r\n```\r\n\r\n*Upgrade your code without effort*\r\n```python\r\nfrom charset_normalizer import detect\r\n```\r\n\r\nThe above code will behave the same as **chardet**. We ensure that we offer the best (reasonable) BC result possible.\r\n\r\nSee the docs for advanced usage : [readthedocs.io](https://charset-normalizer.readthedocs.io/en/latest/)\r\n\r\n## 😇 Why\r\n\r\nWhen I started using Chardet, I noticed that it was not suited to my expectations, and I wanted to propose a\r\nreliable alternative using a completely different method. Also! I never back down on a good challenge!\r\n\r\nI **don't care** about the **originating charset** encoding, because **two different tables** can\r\nproduce **two identical rendered string.**\r\nWhat I want is to get readable text, the best I can. \r\n\r\nIn a way, **I'm brute forcing text decoding.** How cool is that ? 😎\r\n\r\nDon't confuse package **ftfy** with charset-normalizer or chardet. ftfy goal is to repair unicode string whereas charset-normalizer to convert raw file in unknown encoding to unicode.\r\n\r\n## 🍰 How\r\n\r\n - Discard all charset encoding table that could not fit the binary content.\r\n - Measure noise, or the mess once opened (by chunks) with a corresponding charset encoding.\r\n - Extract matches with the lowest mess detected.\r\n - Additionally, we measure coherence / probe for a language.\r\n\r\n**Wait a minute**, what is noise/mess and coherence according to **YOU ?**\r\n\r\n*Noise :* I opened hundred of text files, **written by humans**, with the wrong encoding table. **I observed**, then\r\n**I established** some ground rules about **what is obvious** when **it seems like** a mess.\r\n I know that my interpretation of what is noise is probably incomplete, feel free to contribute in order to\r\n improve or rewrite it.\r\n\r\n*Coherence :* For each language there is on earth, we have computed ranked letter appearance occurrences (the best we can). So I thought\r\nthat intel is worth something here. So I use those records against decoded text to check if I can detect intelligent design.\r\n\r\n## ⚡ Known limitations\r\n\r\n - Language detection is unreliable when text contains two or more languages sharing identical letters. (eg. HTML (english tags) + Turkish content (Sharing Latin characters))\r\n - Every charset detector heavily depends on sufficient content. In common cases, do not bother run detection on very tiny content.\r\n\r\n## ⚠️ About Python EOLs\r\n\r\n**If you are running:**\r\n\r\n- Python >=2.7,<3.5: Unsupported\r\n- Python 3.5: charset-normalizer < 2.1\r\n- Python 3.6: charset-normalizer < 3.1\r\n- Python 3.7: charset-normalizer < 4.0\r\n\r\nUpgrade your Python interpreter as soon as possible.\r\n\r\n## 👤 Contributing\r\n\r\nContributions, issues and feature requests are very much welcome.
\r\nFeel free to check [issues page](https://github.com/ousret/charset_normalizer/issues) if you want to contribute.\r\n\r\n## 📝 License\r\n\r\nCopyright © [Ahmed TAHRI @Ousret](https://github.com/Ousret).
\r\nThis project is [MIT](https://github.com/Ousret/charset_normalizer/blob/master/LICENSE) licensed.\r\n\r\nCharacters frequencies used in this project © 2012 [Denny Vrandečić](http://simia.net/letters/)\r\n\r\n## 💼 For Enterprise\r\n\r\nProfessional support for charset-normalizer is available as part of the [Tidelift\r\nSubscription][1]. Tidelift gives software development teams a single source for\r\npurchasing and maintaining their software, with professional grade assurances\r\nfrom the experts who know it best, while seamlessly integrating with existing\r\ntools.\r\n\r\n[1]: https://tidelift.com/subscription/pkg/pypi-charset-normalizer?utm_source=pypi-charset-normalizer&utm_medium=readme\r\n\r\n# Changelog\r\nAll notable changes to charset-normalizer will be documented in this file. This project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0.html).\r\nThe format is based on [Keep a Changelog](https://keepachangelog.com/en/1.0.0/).\r\n\r\n## [3.3.2](https://github.com/Ousret/charset_normalizer/compare/3.3.1...3.3.2) (2023-10-31)\r\n\r\n### Fixed\r\n- Unintentional memory usage regression when using large payload that match several encoding (#376)\r\n- Regression on some detection case showcased in the documentation (#371)\r\n\r\n### Added\r\n- Noise (md) probe that identify malformed arabic representation due to the presence of letters in isolated form (credit to my wife)\r\n\r\n## [3.3.1](https://github.com/Ousret/charset_normalizer/compare/3.3.0...3.3.1) (2023-10-22)\r\n\r\n### Changed\r\n- Optional mypyc compilation upgraded to version 1.6.1 for Python >= 3.8\r\n- Improved the general detection reliability based on reports from the community\r\n\r\n## [3.3.0](https://github.com/Ousret/charset_normalizer/compare/3.2.0...3.3.0) (2023-09-30)\r\n\r\n### Added\r\n- Allow to execute the CLI (e.g. normalizer) through `python -m charset_normalizer.cli` or `python -m charset_normalizer`\r\n- Support for 9 forgotten encoding that are supported by Python but unlisted in `encoding.aliases` as they have no alias (#323)\r\n\r\n### Removed\r\n- (internal) Redundant utils.is_ascii function and unused function is_private_use_only\r\n- (internal) charset_normalizer.assets is moved inside charset_normalizer.constant\r\n\r\n### Changed\r\n- (internal) Unicode code blocks in constants are updated using the latest v15.0.0 definition to improve detection\r\n- Optional mypyc compilation upgraded to version 1.5.1 for Python >= 3.8\r\n\r\n### Fixed\r\n- Unable to properly sort CharsetMatch when both chaos/noise and coherence were close due to an unreachable condition in \\_\\_lt\\_\\_ (#350)\r\n\r\n## [3.2.0](https://github.com/Ousret/charset_normalizer/compare/3.1.0...3.2.0) (2023-06-07)\r\n\r\n### Changed\r\n- Typehint for function `from_path` no longer enforce `PathLike` as its first argument\r\n- Minor improvement over the global detection reliability\r\n\r\n### Added\r\n- Introduce function `is_binary` that relies on main capabilities, and optimized to detect binaries\r\n- Propagate `enable_fallback` argument throughout `from_bytes`, `from_path`, and `from_fp` that allow a deeper control over the detection (default True)\r\n- Explicit support for Python 3.12\r\n\r\n### Fixed\r\n- Edge case detection failure where a file would contain 'very-long' camel cased word (Issue #289)\r\n\r\n## [3.1.0](https://github.com/Ousret/charset_normalizer/compare/3.0.1...3.1.0) (2023-03-06)\r\n\r\n### Added\r\n- Argument `should_rename_legacy` for legacy function `detect` and disregard any new arguments without errors (PR #262)\r\n\r\n### Removed\r\n- Support for Python 3.6 (PR #260)\r\n\r\n### Changed\r\n- Optional speedup provided by mypy/c 1.0.1\r\n\r\n## [3.0.1](https://github.com/Ousret/charset_normalizer/compare/3.0.0...3.0.1) (2022-11-18)\r\n\r\n### Fixed\r\n- Multi-bytes cutter/chunk generator did not always cut correctly (PR #233)\r\n\r\n### Changed\r\n- Speedup provided by mypy/c 0.990 on Python >= 3.7\r\n\r\n## [3.0.0](https://github.com/Ousret/charset_normalizer/compare/2.1.1...3.0.0) (2022-10-20)\r\n\r\n### Added\r\n- Extend the capability of explain=True when cp_isolation contains at most two entries (min one), will log in details of the Mess-detector results\r\n- Support for alternative language frequency set in charset_normalizer.assets.FREQUENCIES\r\n- Add parameter `language_threshold` in `from_bytes`, `from_path` and `from_fp` to adjust the minimum expected coherence ratio\r\n- `normalizer --version` now specify if current version provide extra speedup (meaning mypyc compilation whl)\r\n\r\n### Changed\r\n- Build with static metadata using 'build' frontend\r\n- Make the language detection stricter\r\n- Optional: Module `md.py` can be compiled using Mypyc to provide an extra speedup up to 4x faster than v2.1\r\n\r\n### Fixed\r\n- CLI with opt --normalize fail when using full path for files\r\n- TooManyAccentuatedPlugin induce false positive on the mess detection when too few alpha character have been fed to it\r\n- Sphinx warnings when generating the documentation\r\n\r\n### Removed\r\n- Coherence detector no longer return 'Simple English' instead return 'English'\r\n- Coherence detector no longer return 'Classical Chinese' instead return 'Chinese'\r\n- Breaking: Method `first()` and `best()` from CharsetMatch\r\n- UTF-7 will no longer appear as \"detected\" without a recognized SIG/mark (is unreliable/conflict with ASCII)\r\n- Breaking: Class aliases CharsetDetector, CharsetDoctor, CharsetNormalizerMatch and CharsetNormalizerMatches\r\n- Breaking: Top-level function `normalize`\r\n- Breaking: Properties `chaos_secondary_pass`, `coherence_non_latin` and `w_counter` from CharsetMatch\r\n- Support for the backport `unicodedata2`\r\n\r\n## [3.0.0rc1](https://github.com/Ousret/charset_normalizer/compare/3.0.0b2...3.0.0rc1) (2022-10-18)\r\n\r\n### Added\r\n- Extend the capability of explain=True when cp_isolation contains at most two entries (min one), will log in details of the Mess-detector results\r\n- Support for alternative language frequency set in charset_normalizer.assets.FREQUENCIES\r\n- Add parameter `language_threshold` in `from_bytes`, `from_path` and `from_fp` to adjust the minimum expected coherence ratio\r\n\r\n### Changed\r\n- Build with static metadata using 'build' frontend\r\n- Make the language detection stricter\r\n\r\n### Fixed\r\n- CLI with opt --normalize fail when using full path for files\r\n- TooManyAccentuatedPlugin induce false positive on the mess detection when too few alpha character have been fed to it\r\n\r\n### Removed\r\n- Coherence detector no longer return 'Simple English' instead return 'English'\r\n- Coherence detector no longer return 'Classical Chinese' instead return 'Chinese'\r\n\r\n## [3.0.0b2](https://github.com/Ousret/charset_normalizer/compare/3.0.0b1...3.0.0b2) (2022-08-21)\r\n\r\n### Added\r\n- `normalizer --version` now specify if current version provide extra speedup (meaning mypyc compilation whl)\r\n\r\n### Removed\r\n- Breaking: Method `first()` and `best()` from CharsetMatch\r\n- UTF-7 will no longer appear as \"detected\" without a recognized SIG/mark (is unreliable/conflict with ASCII)\r\n\r\n### Fixed\r\n- Sphinx warnings when generating the documentation\r\n\r\n## [3.0.0b1](https://github.com/Ousret/charset_normalizer/compare/2.1.0...3.0.0b1) (2022-08-15)\r\n\r\n### Changed\r\n- Optional: Module `md.py` can be compiled using Mypyc to provide an extra speedup up to 4x faster than v2.1\r\n\r\n### Removed\r\n- Breaking: Class aliases CharsetDetector, CharsetDoctor, CharsetNormalizerMatch and CharsetNormalizerMatches\r\n- Breaking: Top-level function `normalize`\r\n- Breaking: Properties `chaos_secondary_pass`, `coherence_non_latin` and `w_counter` from CharsetMatch\r\n- Support for the backport `unicodedata2`\r\n\r\n## [2.1.1](https://github.com/Ousret/charset_normalizer/compare/2.1.0...2.1.1) (2022-08-19)\r\n\r\n### Deprecated\r\n- Function `normalize` scheduled for removal in 3.0\r\n\r\n### Changed\r\n- Removed useless call to decode in fn is_unprintable (#206)\r\n\r\n### Fixed\r\n- Third-party library (i18n xgettext) crashing not recognizing utf_8 (PEP 263) with underscore from [@aleksandernovikov](https://github.com/aleksandernovikov) (#204)\r\n\r\n## [2.1.0](https://github.com/Ousret/charset_normalizer/compare/2.0.12...2.1.0) (2022-06-19)\r\n\r\n### Added\r\n- Output the Unicode table version when running the CLI with `--version` (PR #194)\r\n\r\n### Changed\r\n- Re-use decoded buffer for single byte character sets from [@nijel](https://github.com/nijel) (PR #175)\r\n- Fixing some performance bottlenecks from [@deedy5](https://github.com/deedy5) (PR #183)\r\n\r\n### Fixed\r\n- Workaround potential bug in cpython with Zero Width No-Break Space located in Arabic Presentation Forms-B, Unicode 1.1 not acknowledged as space (PR #175)\r\n- CLI default threshold aligned with the API threshold from [@oleksandr-kuzmenko](https://github.com/oleksandr-kuzmenko) (PR #181)\r\n\r\n### Removed\r\n- Support for Python 3.5 (PR #192)\r\n\r\n### Deprecated\r\n- Use of backport unicodedata from `unicodedata2` as Python is quickly catching up, scheduled for removal in 3.0 (PR #194)\r\n\r\n## [2.0.12](https://github.com/Ousret/charset_normalizer/compare/2.0.11...2.0.12) (2022-02-12)\r\n\r\n### Fixed\r\n- ASCII miss-detection on rare cases (PR #170) \r\n\r\n## [2.0.11](https://github.com/Ousret/charset_normalizer/compare/2.0.10...2.0.11) (2022-01-30)\r\n\r\n### Added\r\n- Explicit support for Python 3.11 (PR #164)\r\n\r\n### Changed\r\n- The logging behavior have been completely reviewed, now using only TRACE and DEBUG levels (PR #163 #165)\r\n\r\n## [2.0.10](https://github.com/Ousret/charset_normalizer/compare/2.0.9...2.0.10) (2022-01-04)\r\n\r\n### Fixed\r\n- Fallback match entries might lead to UnicodeDecodeError for large bytes sequence (PR #154)\r\n\r\n### Changed\r\n- Skipping the language-detection (CD) on ASCII (PR #155)\r\n\r\n## [2.0.9](https://github.com/Ousret/charset_normalizer/compare/2.0.8...2.0.9) (2021-12-03)\r\n\r\n### Changed\r\n- Moderating the logging impact (since 2.0.8) for specific environments (PR #147)\r\n\r\n### Fixed\r\n- Wrong logging level applied when setting kwarg `explain` to True (PR #146)\r\n\r\n## [2.0.8](https://github.com/Ousret/charset_normalizer/compare/2.0.7...2.0.8) (2021-11-24)\r\n### Changed\r\n- Improvement over Vietnamese detection (PR #126)\r\n- MD improvement on trailing data and long foreign (non-pure latin) data (PR #124)\r\n- Efficiency improvements in cd/alphabet_languages from [@adbar](https://github.com/adbar) (PR #122)\r\n- call sum() without an intermediary list following PEP 289 recommendations from [@adbar](https://github.com/adbar) (PR #129)\r\n- Code style as refactored by Sourcery-AI (PR #131) \r\n- Minor adjustment on the MD around european words (PR #133)\r\n- Remove and replace SRTs from assets / tests (PR #139)\r\n- Initialize the library logger with a `NullHandler` by default from [@nmaynes](https://github.com/nmaynes) (PR #135)\r\n- Setting kwarg `explain` to True will add provisionally (bounded to function lifespan) a specific stream handler (PR #135)\r\n\r\n### Fixed\r\n- Fix large (misleading) sequence giving UnicodeDecodeError (PR #137)\r\n- Avoid using too insignificant chunk (PR #137)\r\n\r\n### Added\r\n- Add and expose function `set_logging_handler` to configure a specific StreamHandler from [@nmaynes](https://github.com/nmaynes) (PR #135)\r\n- Add `CHANGELOG.md` entries, format is based on [Keep a Changelog](https://keepachangelog.com/en/1.0.0/) (PR #141)\r\n\r\n## [2.0.7](https://github.com/Ousret/charset_normalizer/compare/2.0.6...2.0.7) (2021-10-11)\r\n### Added\r\n- Add support for Kazakh (Cyrillic) language detection (PR #109)\r\n\r\n### Changed\r\n- Further, improve inferring the language from a given single-byte code page (PR #112)\r\n- Vainly trying to leverage PEP263 when PEP3120 is not supported (PR #116)\r\n- Refactoring for potential performance improvements in loops from [@adbar](https://github.com/adbar) (PR #113)\r\n- Various detection improvement (MD+CD) (PR #117)\r\n\r\n### Removed\r\n- Remove redundant logging entry about detected language(s) (PR #115)\r\n\r\n### Fixed\r\n- Fix a minor inconsistency between Python 3.5 and other versions regarding language detection (PR #117 #102)\r\n\r\n## [2.0.6](https://github.com/Ousret/charset_normalizer/compare/2.0.5...2.0.6) (2021-09-18)\r\n### Fixed\r\n- Unforeseen regression with the loss of the backward-compatibility with some older minor of Python 3.5.x (PR #100)\r\n- Fix CLI crash when using --minimal output in certain cases (PR #103)\r\n\r\n### Changed\r\n- Minor improvement to the detection efficiency (less than 1%) (PR #106 #101)\r\n\r\n## [2.0.5](https://github.com/Ousret/charset_normalizer/compare/2.0.4...2.0.5) (2021-09-14)\r\n### Changed\r\n- The project now comply with: flake8, mypy, isort and black to ensure a better overall quality (PR #81)\r\n- The BC-support with v1.x was improved, the old staticmethods are restored (PR #82)\r\n- The Unicode detection is slightly improved (PR #93)\r\n- Add syntax sugar \\_\\_bool\\_\\_ for results CharsetMatches list-container (PR #91)\r\n\r\n### Removed\r\n- The project no longer raise warning on tiny content given for detection, will be simply logged as warning instead (PR #92)\r\n\r\n### Fixed\r\n- In some rare case, the chunks extractor could cut in the middle of a multi-byte character and could mislead the mess detection (PR #95)\r\n- Some rare 'space' characters could trip up the UnprintablePlugin/Mess detection (PR #96)\r\n- The MANIFEST.in was not exhaustive (PR #78)\r\n\r\n## [2.0.4](https://github.com/Ousret/charset_normalizer/compare/2.0.3...2.0.4) (2021-07-30)\r\n### Fixed\r\n- The CLI no longer raise an unexpected exception when no encoding has been found (PR #70)\r\n- Fix accessing the 'alphabets' property when the payload contains surrogate characters (PR #68)\r\n- The logger could mislead (explain=True) on detected languages and the impact of one MBCS match (PR #72)\r\n- Submatch factoring could be wrong in rare edge cases (PR #72)\r\n- Multiple files given to the CLI were ignored when publishing results to STDOUT. (After the first path) (PR #72)\r\n- Fix line endings from CRLF to LF for certain project files (PR #67)\r\n\r\n### Changed\r\n- Adjust the MD to lower the sensitivity, thus improving the global detection reliability (PR #69 #76)\r\n- Allow fallback on specified encoding if any (PR #71)\r\n\r\n## [2.0.3](https://github.com/Ousret/charset_normalizer/compare/2.0.2...2.0.3) (2021-07-16)\r\n### Changed\r\n- Part of the detection mechanism has been improved to be less sensitive, resulting in more accurate detection results. Especially ASCII. (PR #63)\r\n- According to the community wishes, the detection will fall back on ASCII or UTF-8 in a last-resort case. (PR #64)\r\n\r\n## [2.0.2](https://github.com/Ousret/charset_normalizer/compare/2.0.1...2.0.2) (2021-07-15)\r\n### Fixed\r\n- Empty/Too small JSON payload miss-detection fixed. Report from [@tseaver](https://github.com/tseaver) (PR #59) \r\n\r\n### Changed\r\n- Don't inject unicodedata2 into sys.modules from [@akx](https://github.com/akx) (PR #57)\r\n\r\n## [2.0.1](https://github.com/Ousret/charset_normalizer/compare/2.0.0...2.0.1) (2021-07-13)\r\n### Fixed\r\n- Make it work where there isn't a filesystem available, dropping assets frequencies.json. Report from [@sethmlarson](https://github.com/sethmlarson). (PR #55)\r\n- Using explain=False permanently disable the verbose output in the current runtime (PR #47)\r\n- One log entry (language target preemptive) was not show in logs when using explain=True (PR #47)\r\n- Fix undesired exception (ValueError) on getitem of instance CharsetMatches (PR #52)\r\n\r\n### Changed\r\n- Public function normalize default args values were not aligned with from_bytes (PR #53)\r\n\r\n### Added\r\n- You may now use charset aliases in cp_isolation and cp_exclusion arguments (PR #47)\r\n\r\n## [2.0.0](https://github.com/Ousret/charset_normalizer/compare/1.4.1...2.0.0) (2021-07-02)\r\n### Changed\r\n- 4x to 5 times faster than the previous 1.4.0 release. At least 2x faster than Chardet.\r\n- Accent has been made on UTF-8 detection, should perform rather instantaneous.\r\n- The backward compatibility with Chardet has been greatly improved. The legacy detect function returns an identical charset name whenever possible.\r\n- The detection mechanism has been slightly improved, now Turkish content is detected correctly (most of the time)\r\n- The program has been rewritten to ease the readability and maintainability. (+Using static typing)+\r\n- utf_7 detection has been reinstated.\r\n\r\n### Removed\r\n- This package no longer require anything when used with Python 3.5 (Dropped cached_property)\r\n- Removed support for these languages: Catalan, Esperanto, Kazakh, Baque, Volapük, Azeri, Galician, Nynorsk, Macedonian, and Serbocroatian.\r\n- The exception hook on UnicodeDecodeError has been removed.\r\n\r\n### Deprecated\r\n- Methods coherence_non_latin, w_counter, chaos_secondary_pass of the class CharsetMatch are now deprecated and scheduled for removal in v3.0\r\n\r\n### Fixed\r\n- The CLI output used the relative path of the file(s). Should be absolute.\r\n\r\n## [1.4.1](https://github.com/Ousret/charset_normalizer/compare/1.4.0...1.4.1) (2021-05-28)\r\n### Fixed\r\n- Logger configuration/usage no longer conflict with others (PR #44)\r\n\r\n## [1.4.0](https://github.com/Ousret/charset_normalizer/compare/1.3.9...1.4.0) (2021-05-21)\r\n### Removed\r\n- Using standard logging instead of using the package loguru.\r\n- Dropping nose test framework in favor of the maintained pytest.\r\n- Choose to not use dragonmapper package to help with gibberish Chinese/CJK text.\r\n- Require cached_property only for Python 3.5 due to constraint. Dropping for every other interpreter version.\r\n- Stop support for UTF-7 that does not contain a SIG.\r\n- Dropping PrettyTable, replaced with pure JSON output in CLI.\r\n\r\n### Fixed\r\n- BOM marker in a CharsetNormalizerMatch instance could be False in rare cases even if obviously present. Due to the sub-match factoring process.\r\n- Not searching properly for the BOM when trying utf32/16 parent codec.\r\n\r\n### Changed\r\n- Improving the package final size by compressing frequencies.json.\r\n- Huge improvement over the larges payload.\r\n\r\n### Added\r\n- CLI now produces JSON consumable output.\r\n- Return ASCII if given sequences fit. Given reasonable confidence.\r\n\r\n## [1.3.9](https://github.com/Ousret/charset_normalizer/compare/1.3.8...1.3.9) (2021-05-13)\r\n\r\n### Fixed\r\n- In some very rare cases, you may end up getting encode/decode errors due to a bad bytes payload (PR #40)\r\n\r\n## [1.3.8](https://github.com/Ousret/charset_normalizer/compare/1.3.7...1.3.8) (2021-05-12)\r\n\r\n### Fixed\r\n- Empty given payload for detection may cause an exception if trying to access the `alphabets` property. (PR #39)\r\n\r\n## [1.3.7](https://github.com/Ousret/charset_normalizer/compare/1.3.6...1.3.7) (2021-05-12)\r\n\r\n### Fixed\r\n- The legacy detect function should return UTF-8-SIG if sig is present in the payload. (PR #38)\r\n\r\n## [1.3.6](https://github.com/Ousret/charset_normalizer/compare/1.3.5...1.3.6) (2021-02-09)\r\n\r\n### Changed\r\n- Amend the previous release to allow prettytable 2.0 (PR #35)\r\n\r\n## [1.3.5](https://github.com/Ousret/charset_normalizer/compare/1.3.4...1.3.5) (2021-02-08)\r\n\r\n### Fixed\r\n- Fix error while using the package with a python pre-release interpreter (PR #33)\r\n\r\n### Changed\r\n- Dependencies refactoring, constraints revised.\r\n\r\n### Added\r\n- Add python 3.9 and 3.10 to the supported interpreters\r\n\r\nMIT License\r\n\r\nCopyright (c) 2019 TAHRI Ahmed R.\r\n\r\nPermission is hereby granted, free of charge, to any person obtaining a copy\r\nof this software and associated documentation files (the \"Software\"), to deal\r\nin the Software without restriction, including without limitation the rights\r\nto use, copy, modify, merge, publish, distribute, sublicense, and/or sell\r\ncopies of the Software, and to permit persons to whom the Software is\r\nfurnished to do so, subject to the following conditions:\r\n\r\nThe above copyright notice and this permission notice shall be included in all\r\ncopies or substantial portions of the Software.\r\n\r\nTHE SOFTWARE IS PROVIDED \"AS IS\", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR\r\nIMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,\r\nFITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE\r\nAUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER\r\nLIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,\r\nOUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE\r\nSOFTWARE.\r\n",
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+ "author": "Ahmed TAHRI",
+ "author_email": "ahmed.tahri@cloudnursery.dev",
+ "license": "MIT",
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+ "Development Status :: 5 - Production/Stable",
+ "License :: OSI Approved :: MIT License",
+ "Intended Audience :: Developers",
+ "Topic :: Software Development :: Libraries :: Python Modules",
+ "Operating System :: OS Independent",
+ "Programming Language :: Python",
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+ "Programming Language :: Python :: Implementation :: PyPy",
+ "Topic :: Text Processing :: Linguistic",
+ "Topic :: Utilities",
+ "Typing :: Typed"
+ ],
+ "requires_python": ">=3.7.0",
+ "project_url": [
+ "Bug Reports, https://github.com/Ousret/charset_normalizer/issues",
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+ "description": "Internationalized Domain Names in Applications (IDNA)\n=====================================================\n\nSupport for the Internationalized Domain Names in\nApplications (IDNA) protocol as specified in `RFC 5891\n`_. This is the latest version of\nthe protocol and is sometimes referred to as “IDNA 2008”.\n\nThis library also provides support for Unicode Technical\nStandard 46, `Unicode IDNA Compatibility Processing\n`_.\n\nThis acts as a suitable replacement for the “encodings.idna”\nmodule that comes with the Python standard library, but which\nonly supports the older superseded IDNA specification (`RFC 3490\n`_).\n\nBasic functions are simply executed:\n\n.. code-block:: pycon\n\n >>> import idna\n >>> idna.encode('ドメイン.テスト')\n b'xn--eckwd4c7c.xn--zckzah'\n >>> print(idna.decode('xn--eckwd4c7c.xn--zckzah'))\n ドメイン.テスト\n\n\nInstallation\n------------\n\nThis package is available for installation from PyPI:\n\n.. code-block:: bash\n\n $ python3 -m pip install idna\n\n\nUsage\n-----\n\nFor typical usage, the ``encode`` and ``decode`` functions will take a\ndomain name argument and perform a conversion to A-labels or U-labels\nrespectively.\n\n.. code-block:: pycon\n\n >>> import idna\n >>> idna.encode('ドメイン.テスト')\n b'xn--eckwd4c7c.xn--zckzah'\n >>> print(idna.decode('xn--eckwd4c7c.xn--zckzah'))\n ドメイン.テスト\n\nYou may use the codec encoding and decoding methods using the\n``idna.codec`` module:\n\n.. code-block:: pycon\n\n >>> import idna.codec\n >>> print('домен.испытание'.encode('idna2008'))\n b'xn--d1acufc.xn--80akhbyknj4f'\n >>> print(b'xn--d1acufc.xn--80akhbyknj4f'.decode('idna2008'))\n домен.испытание\n\nConversions can be applied at a per-label basis using the ``ulabel`` or\n``alabel`` functions if necessary:\n\n.. code-block:: pycon\n\n >>> idna.alabel('测试')\n b'xn--0zwm56d'\n\nCompatibility Mapping (UTS #46)\n+++++++++++++++++++++++++++++++\n\nAs described in `RFC 5895 `_, the\nIDNA specification does not normalize input from different potential\nways a user may input a domain name. This functionality, known as\na “mapping”, is considered by the specification to be a local\nuser-interface issue distinct from IDNA conversion functionality.\n\nThis library provides one such mapping that was developed by the\nUnicode Consortium. Known as `Unicode IDNA Compatibility Processing\n`_, it provides for both a regular\nmapping for typical applications, as well as a transitional mapping to\nhelp migrate from older IDNA 2003 applications.\n\nFor example, “Königsgäßchen” is not a permissible label as *LATIN\nCAPITAL LETTER K* is not allowed (nor are capital letters in general).\nUTS 46 will convert this into lower case prior to applying the IDNA\nconversion.\n\n.. code-block:: pycon\n\n >>> import idna\n >>> idna.encode('Königsgäßchen')\n ...\n idna.core.InvalidCodepoint: Codepoint U+004B at position 1 of 'Königsgäßchen' not allowed\n >>> idna.encode('Königsgäßchen', uts46=True)\n b'xn--knigsgchen-b4a3dun'\n >>> print(idna.decode('xn--knigsgchen-b4a3dun'))\n königsgäßchen\n\nTransitional processing provides conversions to help transition from\nthe older 2003 standard to the current standard. For example, in the\noriginal IDNA specification, the *LATIN SMALL LETTER SHARP S* (ß) was\nconverted into two *LATIN SMALL LETTER S* (ss), whereas in the current\nIDNA specification this conversion is not performed.\n\n.. code-block:: pycon\n\n >>> idna.encode('Königsgäßchen', uts46=True, transitional=True)\n 'xn--knigsgsschen-lcb0w'\n\nImplementers should use transitional processing with caution, only in\nrare cases where conversion from legacy labels to current labels must be\nperformed (i.e. IDNA implementations that pre-date 2008). For typical\napplications that just need to convert labels, transitional processing\nis unlikely to be beneficial and could produce unexpected incompatible\nresults.\n\n``encodings.idna`` Compatibility\n++++++++++++++++++++++++++++++++\n\nFunction calls from the Python built-in ``encodings.idna`` module are\nmapped to their IDNA 2008 equivalents using the ``idna.compat`` module.\nSimply substitute the ``import`` clause in your code to refer to the new\nmodule name.\n\nExceptions\n----------\n\nAll errors raised during the conversion following the specification\nshould raise an exception derived from the ``idna.IDNAError`` base\nclass.\n\nMore specific exceptions that may be generated as ``idna.IDNABidiError``\nwhen the error reflects an illegal combination of left-to-right and\nright-to-left characters in a label; ``idna.InvalidCodepoint`` when\na specific codepoint is an illegal character in an IDN label (i.e.\nINVALID); and ``idna.InvalidCodepointContext`` when the codepoint is\nillegal based on its positional context (i.e. it is CONTEXTO or CONTEXTJ\nbut the contextual requirements are not satisfied.)\n\nBuilding and Diagnostics\n------------------------\n\nThe IDNA and UTS 46 functionality relies upon pre-calculated lookup\ntables for performance. These tables are derived from computing against\neligibility criteria in the respective standards. These tables are\ncomputed using the command-line script ``tools/idna-data``.\n\nThis tool will fetch relevant codepoint data from the Unicode repository\nand perform the required calculations to identify eligibility. There are\nthree main modes:\n\n* ``idna-data make-libdata``. Generates ``idnadata.py`` and\n ``uts46data.py``, the pre-calculated lookup tables used for IDNA and\n UTS 46 conversions. Implementers who wish to track this library against\n a different Unicode version may use this tool to manually generate a\n different version of the ``idnadata.py`` and ``uts46data.py`` files.\n\n* ``idna-data make-table``. Generate a table of the IDNA disposition\n (e.g. PVALID, CONTEXTJ, CONTEXTO) in the format found in Appendix\n B.1 of RFC 5892 and the pre-computed tables published by `IANA\n `_.\n\n* ``idna-data U+0061``. Prints debugging output on the various\n properties associated with an individual Unicode codepoint (in this\n case, U+0061), that are used to assess the IDNA and UTS 46 status of a\n codepoint. This is helpful in debugging or analysis.\n\nThe tool accepts a number of arguments, described using ``idna-data\n-h``. Most notably, the ``--version`` argument allows the specification\nof the version of Unicode to be used in computing the table data. For\nexample, ``idna-data --version 9.0.0 make-libdata`` will generate\nlibrary data against Unicode 9.0.0.\n\n\nAdditional Notes\n----------------\n\n* **Packages**. The latest tagged release version is published in the\n `Python Package Index `_.\n\n* **Version support**. This library supports Python 3.5 and higher.\n As this library serves as a low-level toolkit for a variety of\n applications, many of which strive for broad compatibility with older\n Python versions, there is no rush to remove older interpreter support.\n Removing support for older versions should be well justified in that the\n maintenance burden has become too high.\n\n* **Python 2**. Python 2 is supported by version 2.x of this library.\n While active development of the version 2.x series has ended, notable\n issues being corrected may be backported to 2.x. Use \"idna<3\" in your\n requirements file if you need this library for a Python 2 application.\n\n* **Testing**. The library has a test suite based on each rule of the\n IDNA specification, as well as tests that are provided as part of the\n Unicode Technical Standard 46, `Unicode IDNA Compatibility Processing\n `_.\n\n* **Emoji**. It is an occasional request to support emoji domains in\n this library. Encoding of symbols like emoji is expressly prohibited by\n the technical standard IDNA 2008 and emoji domains are broadly phased\n out across the domain industry due to associated security risks. For\n now, applications that need to support these non-compliant labels\n may wish to consider trying the encode/decode operation in this library\n first, and then falling back to using `encodings.idna`. See `the Github\n project `_ for more discussion.\n\n",
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+ "Operating System :: OS Independent",
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+ "Programming Language :: Python :: 3",
+ "Programming Language :: Python :: 3 :: Only",
+ "Programming Language :: Python :: 3.5",
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+ "Programming Language :: Python :: 3.7",
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+ "Programming Language :: Python :: 3.9",
+ "Programming Language :: Python :: 3.10",
+ "Programming Language :: Python :: 3.11",
+ "Programming Language :: Python :: 3.12",
+ "Programming Language :: Python :: Implementation :: CPython",
+ "Programming Language :: Python :: Implementation :: PyPy",
+ "Topic :: Internet :: Name Service (DNS)",
+ "Topic :: Software Development :: Libraries :: Python Modules",
+ "Topic :: Utilities"
+ ],
+ "requires_python": ">=3.5",
+ "project_url": [
+ "Changelog, https://github.com/kjd/idna/blob/master/HISTORY.rst",
+ "Issue tracker, https://github.com/kjd/idna/issues",
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+ "description": ".. image:: https://img.shields.io/pypi/v/jaraco.classes.svg\n :target: https://pypi.org/project/jaraco.classes\n\n.. image:: https://img.shields.io/pypi/pyversions/jaraco.classes.svg\n\n.. image:: https://github.com/jaraco/jaraco.classes/actions/workflows/main.yml/badge.svg\n :target: https://github.com/jaraco/jaraco.classes/actions?query=workflow%3A%22tests%22\n :alt: tests\n\n.. image:: https://img.shields.io/endpoint?url=https://raw.githubusercontent.com/charliermarsh/ruff/main/assets/badge/v2.json\n :target: https://github.com/astral-sh/ruff\n :alt: Ruff\n\n.. image:: https://readthedocs.org/projects/jaracoclasses/badge/?version=latest\n :target: https://jaracoclasses.readthedocs.io/en/latest/?badge=latest\n\n.. image:: https://img.shields.io/badge/skeleton-2024-informational\n :target: https://blog.jaraco.com/skeleton\n\n.. image:: https://tidelift.com/badges/package/pypi/jaraco.classes\n :target: https://tidelift.com/subscription/pkg/pypi-jaraco.classes?utm_source=pypi-jaraco.classes&utm_medium=readme\n\nFor Enterprise\n==============\n\nAvailable as part of the Tidelift Subscription.\n\nThis project and the maintainers of thousands of other packages are working with Tidelift to deliver one enterprise subscription that covers all of the open source you use.\n\n`Learn more `_.\n",
+ "home_page": "https://github.com/jaraco/jaraco.classes",
+ "author": "Jason R. Coombs",
+ "author_email": "jaraco@jaraco.com",
+ "classifier": [
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+ "Intended Audience :: Developers",
+ "License :: OSI Approved :: MIT License",
+ "Programming Language :: Python :: 3",
+ "Programming Language :: Python :: 3 :: Only"
+ ],
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+ "jaraco.packaging >=9.3 ; extra == 'docs'",
+ "rst.linker >=1.9 ; extra == 'docs'",
+ "furo ; extra == 'docs'",
+ "sphinx-lint ; extra == 'docs'",
+ "jaraco.tidelift >=1.4 ; extra == 'docs'",
+ "pytest >=6 ; extra == 'testing'",
+ "pytest-checkdocs >=2.4 ; extra == 'testing'",
+ "pytest-cov ; extra == 'testing'",
+ "pytest-mypy ; extra == 'testing'",
+ "pytest-enabler >=2.2 ; extra == 'testing'",
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+ ],
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+ "name": "jaraco.context",
+ "version": "5.3.0",
+ "summary": "Useful decorators and context managers",
+ "description": ".. image:: https://img.shields.io/pypi/v/jaraco.context.svg\n :target: https://pypi.org/project/jaraco.context\n\n.. image:: https://img.shields.io/pypi/pyversions/jaraco.context.svg\n\n.. image:: https://github.com/jaraco/jaraco.context/actions/workflows/main.yml/badge.svg\n :target: https://github.com/jaraco/jaraco.context/actions?query=workflow%3A%22tests%22\n :alt: tests\n\n.. image:: https://img.shields.io/endpoint?url=https://raw.githubusercontent.com/charliermarsh/ruff/main/assets/badge/v2.json\n :target: https://github.com/astral-sh/ruff\n :alt: Ruff\n\n.. image:: https://readthedocs.org/projects/jaracocontext/badge/?version=latest\n :target: https://jaracocontext.readthedocs.io/en/latest/?badge=latest\n\n.. image:: https://img.shields.io/badge/skeleton-2024-informational\n :target: https://blog.jaraco.com/skeleton\n\n.. image:: https://tidelift.com/badges/package/pypi/jaraco.context\n :target: https://tidelift.com/subscription/pkg/pypi-jaraco.context?utm_source=pypi-jaraco.context&utm_medium=readme\n\n\nHighlights\n==========\n\nSee the docs linked from the badge above for the full details, but here are some features that may be of interest.\n\n- ``ExceptionTrap`` provides a general-purpose wrapper for trapping exceptions and then acting on the outcome. Includes ``passes`` and ``raises`` decorators to replace the result of a wrapped function by a boolean indicating the outcome of the exception trap. See `this keyring commit `_ for an example of it in production.\n- ``suppress`` simply enables ``contextlib.suppress`` as a decorator.\n- ``on_interrupt`` is a decorator used by CLI entry points to affect the handling of a ``KeyboardInterrupt``. Inspired by `Lucretiel/autocommand#18 `_.\n- ``pushd`` is similar to pytest's ``monkeypatch.chdir`` or path's `default context `_, changes the current working directory for the duration of the context.\n- ``tarball`` will download a tarball, extract it, change directory, yield, then clean up after. Convenient when working with web assets.\n- ``null`` is there for those times when one code branch needs a context and the other doesn't; this null context provides symmetry across those branches.\n\n\nFor Enterprise\n==============\n\nAvailable as part of the Tidelift Subscription.\n\nThis project and the maintainers of thousands of other packages are working with Tidelift to deliver one enterprise subscription that covers all of the open source you use.\n\n`Learn more `_.\n",
+ "home_page": "https://github.com/jaraco/jaraco.context",
+ "author": "Jason R. Coombs",
+ "author_email": "jaraco@jaraco.com",
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+ "License :: OSI Approved :: MIT License",
+ "Programming Language :: Python :: 3",
+ "Programming Language :: Python :: 3 :: Only"
+ ],
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+ "sphinx >=3.5 ; extra == 'docs'",
+ "jaraco.packaging >=9.3 ; extra == 'docs'",
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+ "furo ; extra == 'docs'",
+ "sphinx-lint ; extra == 'docs'",
+ "jaraco.tidelift >=1.4 ; extra == 'docs'",
+ "pytest !=8.1.1,>=6 ; extra == 'testing'",
+ "pytest-checkdocs >=2.4 ; extra == 'testing'",
+ "pytest-cov ; extra == 'testing'",
+ "pytest-mypy ; extra == 'testing'",
+ "pytest-enabler >=2.2 ; extra == 'testing'",
+ "pytest-ruff >=0.2.1 ; extra == 'testing'",
+ "portend ; extra == 'testing'"
+ ],
+ "requires_python": ">=3.8",
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+ "name": "jaraco.functools",
+ "version": "4.0.1",
+ "summary": "Functools like those found in stdlib",
+ "description": ".. image:: https://img.shields.io/pypi/v/jaraco.functools.svg\n :target: https://pypi.org/project/jaraco.functools\n\n.. image:: https://img.shields.io/pypi/pyversions/jaraco.functools.svg\n\n.. image:: https://github.com/jaraco/jaraco.functools/actions/workflows/main.yml/badge.svg\n :target: https://github.com/jaraco/jaraco.functools/actions?query=workflow%3A%22tests%22\n :alt: tests\n\n.. image:: https://img.shields.io/endpoint?url=https://raw.githubusercontent.com/charliermarsh/ruff/main/assets/badge/v2.json\n :target: https://github.com/astral-sh/ruff\n :alt: Ruff\n\n.. image:: https://readthedocs.org/projects/jaracofunctools/badge/?version=latest\n :target: https://jaracofunctools.readthedocs.io/en/latest/?badge=latest\n\n.. image:: https://img.shields.io/badge/skeleton-2024-informational\n :target: https://blog.jaraco.com/skeleton\n\n.. image:: https://tidelift.com/badges/package/pypi/jaraco.functools\n :target: https://tidelift.com/subscription/pkg/pypi-jaraco.functools?utm_source=pypi-jaraco.functools&utm_medium=readme\n\nAdditional functools in the spirit of stdlib's functools.\n\nFor Enterprise\n==============\n\nAvailable as part of the Tidelift Subscription.\n\nThis project and the maintainers of thousands of other packages are working with Tidelift to deliver one enterprise subscription that covers all of the open source you use.\n\n`Learn more `_.\n",
+ "description_content_type": "text/x-rst",
+ "author_email": "\"Jason R. Coombs\" ",
+ "classifier": [
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+ "Intended Audience :: Developers",
+ "License :: OSI Approved :: MIT License",
+ "Programming Language :: Python :: 3",
+ "Programming Language :: Python :: 3 :: Only"
+ ],
+ "requires_dist": [
+ "more-itertools",
+ "sphinx >=3.5 ; extra == 'docs'",
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+ "rst.linker >=1.9 ; extra == 'docs'",
+ "furo ; extra == 'docs'",
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+ "pytest-enabler >=2.2 ; extra == 'testing'",
+ "pytest-ruff >=0.2.1 ; extra == 'testing'",
+ "jaraco.classes ; extra == 'testing'",
+ "pytest-mypy ; (platform_python_implementation != \"PyPy\") and extra == 'testing'"
+ ],
+ "requires_python": ">=3.8",
+ "project_url": [
+ "Homepage, https://github.com/jaraco/jaraco.functools"
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+ "description": ".. image:: https://img.shields.io/pypi/v/keyring.svg\n :target: https://pypi.org/project/keyring\n\n.. image:: https://img.shields.io/pypi/pyversions/keyring.svg\n\n.. image:: https://github.com/jaraco/keyring/actions/workflows/main.yml/badge.svg\n :target: https://github.com/jaraco/keyring/actions?query=workflow%3A%22tests%22\n :alt: tests\n\n.. image:: https://img.shields.io/endpoint?url=https://raw.githubusercontent.com/charliermarsh/ruff/main/assets/badge/v2.json\n :target: https://github.com/astral-sh/ruff\n :alt: Ruff\n\n.. image:: https://readthedocs.org/projects/keyring/badge/?version=latest\n :target: https://keyring.readthedocs.io/en/latest/?badge=latest\n\n.. image:: https://img.shields.io/badge/skeleton-2024-informational\n :target: https://blog.jaraco.com/skeleton\n\n.. image:: https://tidelift.com/badges/package/pypi/keyring\n :target: https://tidelift.com/subscription/pkg/pypi-keyring?utm_source=pypi-keyring&utm_medium=readme\n\n.. image:: https://badges.gitter.im/jaraco/keyring.svg\n :alt: Join the chat at https://gitter.im/jaraco/keyring\n :target: https://gitter.im/jaraco/keyring?utm_source=badge&utm_medium=badge&utm_campaign=pr-badge&utm_content=badge\n\nThe Python keyring library provides an easy way to access the\nsystem keyring service from python. It can be used in any\napplication that needs safe password storage.\n\nThese recommended keyring backends are supported:\n\n* macOS `Keychain\n `_\n* Freedesktop `Secret Service\n `_ supports many DE including\n GNOME (requires `secretstorage `_)\n* KDE4 & KDE5 `KWallet `_\n (requires `dbus `_)\n* `Windows Credential Locker\n `_\n\nOther keyring implementations are available through `Third-Party Backends`_.\n\nInstallation - Linux\n====================\n\nOn Linux, the KWallet backend relies on dbus-python_, which does not always\ninstall correctly when using pip (compilation is needed). For best results,\ninstall dbus-python as a system package.\n\n.. _dbus-python: https://gitlab.freedesktop.org/dbus/dbus-python\n\nCompatibility - macOS\n=====================\n\nmacOS keychain supports macOS 11 (Big Sur) and later requires Python 3.8.7\nor later with the \"universal2\" binary. See\n`#525 `_ for details.\n\nUsing Keyring\n=============\n\nThe basic usage of keyring is pretty simple: just call\n``keyring.set_password`` and ``keyring.get_password``::\n\n >>> import keyring\n >>> keyring.set_password(\"system\", \"username\", \"password\")\n >>> keyring.get_password(\"system\", \"username\")\n 'password'\n\nCommand-line Utility\n--------------------\n\nKeyring supplies a ``keyring`` command which is installed with the\npackage. After installing keyring in most environments, the\ncommand should be available for setting, getting, and deleting\npasswords. For more usage information, invoke with no arguments\nor with ``--help`` as so::\n\n $ keyring --help\n $ keyring set system username\n Password for 'username' in 'system':\n $ keyring get system username\n password\n\nThe command-line functionality is also exposed as an executable\npackage, suitable for invoking from Python like so::\n\n $ python -m keyring --help\n $ python -m keyring set system username\n Password for 'username' in 'system':\n $ python -m keyring get system username\n password\n\nTab Completion\n--------------\n\nIf installed via a package manager (apt, pacman, nix, homebrew, etc),\nthese shell completions may already have been distributed with the package\n(no action required).\n\nKeyring provides tab completion if the ``completion`` extra is installed::\n\n $ pip install 'keyring[completion]'\n\nThen, generate shell completions, something like::\n\n $ keyring --print-completion bash | sudo tee /usr/share/bash-completion/completions/keyring\n $ keyring --print-completion zsh | sudo tee /usr/share/zsh/site-functions/_keyring\n $ keyring --print-completion tcsh | sudo tee /etc/profile.d/keyring.csh\n\n**Note**: the path of `/usr/share` is mainly for GNU/Linux. For other OSs,\nconsider:\n\n- macOS (Homebrew x86): /usr/local/share\n- macOS (Homebrew ARM): /opt/homebrew/share\n- Android (Termux): /data/data/com.termux/files/usr/share\n- Windows (mingw64 of msys2): /mingw64/share\n- ...\n\nAfter installing the shell completions, enable them following your shell's\nrecommended instructions. e.g.:\n\n- bash: install `bash-completion `_,\n and ensure ``. /usr/share/bash-completion/bash_completion`` in ``~/.bashrc``.\n- zsh: ensure ``autoload -Uz compinit && compinit`` appears in ``~/.zshrc``,\n then ``grep -w keyring ~/.zcompdump`` to verify keyring appears, indicating\n it was installed correctly.\n\nConfiguring\n===========\n\nThe python keyring lib contains implementations for several backends. The\nlibrary will attempt to\nautomatically choose the most suitable backend for the current\nenvironment. Users may also specify the preferred keyring in a\nconfig file or by calling the ``set_keyring()`` function.\n\nConfig file path\n----------------\n\nThe configuration is stored in a file named \"keyringrc.cfg\"\nfound in a platform-specific location. To determine\nwhere the config file is stored, run ``keyring diagnose``.\n\nConfig file content\n-------------------\n\nTo specify a keyring backend, set the **default-keyring** option to the\nfull path of the class for that backend, such as\n``keyring.backends.macOS.Keyring``.\n\nIf **keyring-path** is indicated, keyring will add that path to the Python\nmodule search path before loading the backend.\n\nFor example, this config might be used to load the\n``SimpleKeyring`` from the ``simplekeyring`` module in\nthe ``./demo`` directory (not implemented)::\n\n [backend]\n default-keyring=simplekeyring.SimpleKeyring\n keyring-path=demo\n\nThird-Party Backends\n====================\n\nIn addition to the backends provided by the core keyring package for\nthe most common and secure use cases, there\nare additional keyring backend implementations available for other\nuse cases. Simply install them to make them available:\n\n- `keyrings.cryptfile `_\n - Encrypted text file storage.\n- `keyrings.alt `_ - \"alternate\",\n possibly-insecure backends, originally part of the core package, but\n available for opt-in.\n- `gsheet-keyring `_\n - a backend that stores secrets in a Google Sheet. For use with\n `ipython-secrets `_.\n- `bitwarden-keyring `_\n - a backend that stores secrets in the `BitWarden `_\n password manager.\n- `onepassword-keyring `_\n - a backend that stores secrets in the `1Password `_ password manager.\n- `sagecipher `_ - an encryption\n backend which uses the ssh agent protocol's signature operation to\n derive the cipher key.\n- `keyrings.osx_keychain_keys `_\n - OSX keychain key-management, for private, public, and symmetric keys.\n- `keyring_pass.PasswordStoreBackend `_\n - Password Store (pass) backend for python's keyring \n- `keyring_jeepney `__ - a\n pure Python backend using the secret service DBus API for desktop\n Linux (requires ``keyring<24``).\n\n\nWrite your own keyring backend\n==============================\n\nThe interface for the backend is defined by ``keyring.backend.KeyringBackend``.\nEvery backend should derive from that base class and define a ``priority``\nattribute and three functions: ``get_password()``, ``set_password()``, and\n``delete_password()``. The ``get_credential()`` function may be defined if\ndesired.\n\nSee the ``backend`` module for more detail on the interface of this class.\n\nKeyring employs entry points to allow any third-party package to implement\nbackends without any modification to the keyring itself. Those interested in\ncreating new backends are encouraged to create new, third-party packages\nin the ``keyrings`` namespace, in a manner modeled by the `keyrings.alt\npackage `_. See the\n``setup.cfg`` file\nin that project for hints on how to create the requisite entry points.\nBackends that prove essential may be considered for inclusion in the core\nlibrary, although the ease of installing these third-party packages should\nmean that extensions may be readily available.\n\nTo create an extension for Keyring, please submit a pull request to\nhave your extension mentioned as an available extension.\n\nRuntime Configuration\n=====================\n\nKeyring additionally allows programmatic configuration of the\nbackend calling the api ``set_keyring()``. The indicated backend\nwill subsequently be used to store and retrieve passwords.\n\nTo invoke ``set_keyring``::\n\n # define a new keyring class which extends the KeyringBackend\n import keyring.backend\n\n class TestKeyring(keyring.backend.KeyringBackend):\n \"\"\"A test keyring which always outputs the same password\n \"\"\"\n priority = 1\n\n def set_password(self, servicename, username, password):\n pass\n\n def get_password(self, servicename, username):\n return \"password from TestKeyring\"\n\n def delete_password(self, servicename, username):\n pass\n\n # set the keyring for keyring lib\n keyring.set_keyring(TestKeyring())\n\n # invoke the keyring lib\n try:\n keyring.set_password(\"demo-service\", \"tarek\", \"passexample\")\n print(\"password stored successfully\")\n except keyring.errors.PasswordSetError:\n print(\"failed to store password\")\n print(\"password\", keyring.get_password(\"demo-service\", \"tarek\"))\n\n\nDisabling Keyring\n=================\n\nIn many cases, uninstalling keyring will never be necessary.\nEspecially on Windows and macOS, the behavior of keyring is\nusually degenerate, meaning it will return empty values to\nthe caller, allowing the caller to fall back to some other\nbehavior.\n\nIn some cases, the default behavior of keyring is undesirable and\nit would be preferable to disable the keyring behavior altogether.\nThere are several mechanisms to disable keyring:\n\n- Uninstall keyring. Most applications are tolerant to keyring\n not being installed. Uninstalling keyring should cause those\n applications to fall back to the behavior without keyring.\n This approach affects the Python environment where keyring\n would otherwise have been installed.\n\n- Configure the Null keyring in the environment. Set\n ``PYTHON_KEYRING_BACKEND=keyring.backends.null.Keyring``\n in the environment, and the ``Null`` (degenerate) backend\n will be used. This approach affects all uses of Keyring where\n that variable is set.\n\n- Permanently configure the Null keyring for the user by running\n ``keyring --disable`` or ``python -m keyring --disable``.\n This approach affects all uses of keyring for that user.\n\n\nAltering Keyring Behavior\n=========================\n\nKeyring provides a mechanism to alter the keyring's behavior through\nenvironment variables. Each backend implements a\n``KeyringBackend.set_properties_from_env``, which\nwhen invoked will find all environment variables beginning with\n``KEYRING_PROPERTY_{NAME}`` and will set a property for each\n``{NAME.lower()}`` on the keyring. This method is invoked during\ninitialization for the default/configured keyring.\n\nThis mechanism may be used to set some useful values on various\nkeyrings, including:\n\n- keychain; macOS, path to an alternate keychain file\n- appid; Linux/SecretService, alternate ID for the application\n\n\nUsing Keyring on Ubuntu 16.04\n=============================\n\nThe following is a complete transcript for installing keyring in a\nvirtual environment on Ubuntu 16.04. No config file was used::\n\n $ sudo apt install python3-venv libdbus-glib-1-dev\n $ cd /tmp\n $ pyvenv py3\n $ source py3/bin/activate\n $ pip install -U pip\n $ pip install secretstorage dbus-python\n $ pip install keyring\n $ python\n >>> import keyring\n >>> keyring.get_keyring()\n \n >>> keyring.set_password(\"system\", \"username\", \"password\")\n >>> keyring.get_password(\"system\", \"username\")\n 'password'\n\n\nUsing Keyring on headless Linux systems\n=======================================\n\nIt is possible to use the SecretService backend on Linux systems without\nX11 server available (only D-Bus is required). In this case:\n\n* Install the `GNOME Keyring`_ daemon.\n* Start a D-Bus session, e.g. run ``dbus-run-session -- sh`` and run\n the following commands inside that shell.\n* Run ``gnome-keyring-daemon`` with ``--unlock`` option. The description of\n that option says:\n\n Read a password from stdin, and use it to unlock the login keyring\n or create it if the login keyring does not exist.\n\n When that command is started, enter a password into stdin and\n press Ctrl+D (end of data). After that, the daemon will fork into\n the background (use ``--foreground`` option to block).\n* Now you can use the SecretService backend of Keyring. Remember to\n run your application in the same D-Bus session as the daemon.\n\n.. _GNOME Keyring: https://wiki.gnome.org/Projects/GnomeKeyring\n\nUsing Keyring on headless Linux systems in a Docker container\n=============================================================\n\nIt is possible to use keyring with the SecretService backend in Docker containers as well.\nAll you need to do is install the necessary dependencies and add the `--privileged` flag\nto avoid any `Operation not permitted` errors when attempting to unlock the system's keyring.\n\nThe following is a complete transcript for installing keyring on a Ubuntu 18:04 container::\n\n docker run -it -d --privileged ubuntu:18.04\n\n $ apt-get update\n $ apt install -y gnome-keyring python3-venv python3-dev\n $ python3 -m venv venv\n $ source venv/bin/activate # source a virtual environment to avoid polluting your system\n $ pip3 install --upgrade pip\n $ pip3 install keyring\n $ dbus-run-session -- sh # this will drop you into a new D-bus shell\n $ echo 'somecredstorepass' | gnome-keyring-daemon --unlock # unlock the system's keyring\n\n $ python\n >>> import keyring\n >>> keyring.get_keyring()\n \n >>> keyring.set_password(\"system\", \"username\", \"password\")\n >>> keyring.get_password(\"system\", \"username\")\n 'password'\n\nIntegration\n===========\n\nAPI\n---\n\nThe keyring lib has a few functions:\n\n* ``get_keyring()``: Return the currently-loaded keyring implementation.\n* ``get_password(service, username)``: Returns the password stored in the\n active keyring. If the password does not exist, it will return None.\n* ``get_credential(service, username)``: Return a credential object stored\n in the active keyring. This object contains at least ``username`` and\n ``password`` attributes for the specified service, where the returned\n ``username`` may be different from the argument.\n* ``set_password(service, username, password)``: Store the password in the\n keyring.\n* ``delete_password(service, username)``: Delete the password stored in\n keyring. If the password does not exist, it will raise an exception.\n\nIn all cases, the parameters (``service``, ``username``, ``password``)\nshould be Unicode text.\n\n\nExceptions\n----------\n\nThe keyring lib raises the following exceptions:\n\n* ``keyring.errors.KeyringError``: Base Error class for all exceptions in keyring lib.\n* ``keyring.errors.InitError``: Raised when the keyring cannot be initialized.\n* ``keyring.errors.PasswordSetError``: Raised when the password cannot be set in the keyring.\n* ``keyring.errors.PasswordDeleteError``: Raised when the password cannot be deleted in the keyring.\n\nGet Involved\n============\n\nPython keyring lib is an open community project and eagerly\nwelcomes contributors.\n\n* Repository: https://github.com/jaraco/keyring/\n* Bug Tracker: https://github.com/jaraco/keyring/issues/\n* Mailing list: http://groups.google.com/group/python-keyring\n\nSecurity Considerations\n=======================\n\nEach built-in backend may have security considerations to understand\nbefore using this library. Authors of tools or libraries utilizing\n``keyring`` are encouraged to consider these concerns.\n\nAs with any list of known security concerns, this list is not exhaustive.\nAdditional issues can be added as needed.\n\n- macOS Keychain\n - Any Python script or application can access secrets created by\n ``keyring`` from that same Python executable without the operating\n system prompting the user for a password. To cause any specific\n secret to prompt for a password every time it is accessed, locate\n the credential using the ``Keychain Access`` application, and in\n the ``Access Control`` settings, remove ``Python`` from the list\n of allowed applications.\n\n- Freedesktop Secret Service\n - No analysis has been performed\n\n- KDE4 & KDE5 KWallet\n - No analysis has been performed\n\n- Windows Credential Locker\n - No analysis has been performed\n\nMaking Releases\n===============\n\nThis project makes use of automated releases and continuous\nintegration. The\nsimple workflow is to tag a commit and push it to Github. If it\npasses tests in CI, it will be automatically deployed to PyPI.\n\nOther things to consider when making a release:\n\n- Check that the changelog is current for the intended release.\n\nRunning Tests\n=============\n\nTests are continuously run in Github Actions.\n\nTo run the tests locally, install and invoke\n`tox `_.\n\nBackground\n==========\n\nThe project was based on Tarek Ziade's idea in `this post`_. Kang Zhang\ninitially carried it out as a `Google Summer of Code`_ project, and Tarek\nmentored Kang on this project.\n\n.. _this post: http://tarekziade.wordpress.com/2009/03/27/pycon-hallway-session-1-a-keyring-library-for-python/\n.. _Google Summer of Code: http://socghop.appspot.com/\n\nFor Enterprise\n==============\n\nAvailable as part of the Tidelift Subscription.\n\nThis project and the maintainers of thousands of other packages are working with Tidelift to deliver one enterprise subscription that covers all of the open source you use.\n\n`Learn more `_.\n",
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+ "description": "==============\nMore Itertools\n==============\n\n.. image:: https://readthedocs.org/projects/more-itertools/badge/?version=latest\n :target: https://more-itertools.readthedocs.io/en/stable/\n\nPython's ``itertools`` library is a gem - you can compose elegant solutions\nfor a variety of problems with the functions it provides. In ``more-itertools``\nwe collect additional building blocks, recipes, and routines for working with\nPython iterables.\n\n+------------------------+-----------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n| Grouping | `chunked `_, |\n| | `ichunked `_, |\n| | `chunked_even `_, |\n| | `sliced `_, |\n| | `constrained_batches `_, |\n| | `distribute `_, |\n| | `divide `_, |\n| | `split_at `_, |\n| | `split_before `_, |\n| | `split_after `_, |\n| | `split_into `_, |\n| | `split_when `_, |\n| | `bucket `_, |\n| | `unzip `_, |\n| | `batched `_, |\n| | `grouper `_, |\n| | `partition `_, |\n| | `transpose `_ |\n+------------------------+-----------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n| Lookahead and lookback | `spy `_, |\n| | `peekable `_, |\n| | `seekable `_ |\n+------------------------+-----------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n| Windowing | `windowed `_, |\n| | `substrings `_, |\n| | `substrings_indexes `_, |\n| | `stagger `_, |\n| | `windowed_complete `_, |\n| | `pairwise `_, |\n| | `triplewise `_, |\n| | `sliding_window `_, |\n| | `subslices `_ |\n+------------------------+-----------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n| Augmenting | `count_cycle `_, |\n| | `intersperse `_, |\n| | `padded `_, |\n| | `repeat_each `_, |\n| | `mark_ends `_, |\n| | `repeat_last `_, |\n| | `adjacent `_, |\n| | `groupby_transform `_, |\n| | `pad_none `_, |\n| | `ncycles `_ |\n+------------------------+-----------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n| Combining | `collapse `_, |\n| | `sort_together `_, |\n| | `interleave `_, |\n| | `interleave_longest `_, |\n| | `interleave_evenly `_, |\n| | `zip_offset `_, |\n| | `zip_equal `_, |\n| | `zip_broadcast `_, |\n| | `dotproduct `_, |\n| | `convolve `_, |\n| | `flatten `_, |\n| | `roundrobin `_, |\n| | `prepend `_, |\n| | `value_chain `_, |\n| | `partial_product `_ |\n+------------------------+-----------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n| Summarizing | `ilen `_, |\n| | `unique_to_each `_, |\n| | `sample `_, |\n| | `consecutive_groups `_, |\n| | `run_length `_, |\n| | `map_reduce `_, |\n| | `exactly_n `_, |\n| | `is_sorted `_, |\n| | `all_equal `_, |\n| | `all_unique `_, |\n| | `minmax `_, |\n| | `first_true `_, |\n| | `quantify `_, |\n| | `iequals `_ |\n+------------------------+-----------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n| Selecting | `islice_extended `_, |\n| | `first `_, |\n| | `last `_, |\n| | `one `_, |\n| | `only `_, |\n| | `strictly_n `_, |\n| | `strip `_, |\n| | `lstrip `_, |\n| | `rstrip `_, |\n| | `filter_except `_, |\n| | `map_except `_, |\n| | `filter_map `_, |\n| | `iter_suppress `_, |\n| | `nth_or_last `_, |\n| | `unique_in_window `_, |\n| | `before_and_after `_, |\n| | `nth `_, |\n| | `take `_, |\n| | `tail `_, |\n| | `unique_everseen `_, |\n| | `unique_justseen `_, |\n| | `duplicates_everseen `_, |\n| | `duplicates_justseen `_, |\n| | `classify_unique `_, |\n| | `longest_common_prefix `_, |\n| | `takewhile_inclusive `_ |\n+------------------------+-----------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n| Combinatorics | `distinct_permutations `_, |\n| | `distinct_combinations `_, |\n| | `circular_shifts `_, |\n| | `partitions `_, |\n| | `set_partitions `_, |\n| | `product_index `_, |\n| | `combination_index `_, |\n| | `permutation_index `_, |\n| | `combination_with_replacement_index `_, |\n| | `gray_product `_, |\n| | `outer_product `_, |\n| | `powerset `_, |\n| | `random_product `_, |\n| | `random_permutation `_, |\n| | `random_combination `_, |\n| | `random_combination_with_replacement `_, |\n| | `nth_product `_, |\n| | `nth_permutation `_, |\n| | `nth_combination `_, |\n| | `nth_combination_with_replacement `_ |\n+------------------------+-----------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n| Wrapping | `always_iterable `_, |\n| | `always_reversible `_, |\n| | `countable `_, |\n| | `consumer `_, |\n| | `with_iter `_, |\n| | `iter_except `_ |\n+------------------------+-----------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n| Others | `locate `_, |\n| | `rlocate `_, |\n| | `replace `_, |\n| | `numeric_range `_, |\n| | `side_effect `_, |\n| | `iterate `_, |\n| | `difference `_, |\n| | `make_decorator `_, |\n| | `SequenceView `_, |\n| | `time_limited `_, |\n| | `map_if `_, |\n| | `iter_index `_, |\n| | `consume `_, |\n| | `tabulate `_, |\n| | `repeatfunc `_, |\n| | `polynomial_from_roots `_, |\n| | `polynomial_eval `_, |\n| | `polynomial_derivative `_, |\n| | `sieve `_, |\n| | `factor `_, |\n| | `matmul `_, |\n| | `sum_of_squares `_, |\n| | `totient `_, |\n| | `reshape `_ |\n+------------------------+-----------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n\n\nGetting started\n===============\n\nTo get started, install the library with `pip `_:\n\n.. code-block:: shell\n\n pip install more-itertools\n\nThe recipes from the `itertools docs `_\nare included in the top-level package:\n\n.. code-block:: python\n\n >>> from more_itertools import flatten\n >>> iterable = [(0, 1), (2, 3)]\n >>> list(flatten(iterable))\n [0, 1, 2, 3]\n\nSeveral new recipes are available as well:\n\n.. code-block:: python\n\n >>> from more_itertools import chunked\n >>> iterable = [0, 1, 2, 3, 4, 5, 6, 7, 8]\n >>> list(chunked(iterable, 3))\n [[0, 1, 2], [3, 4, 5], [6, 7, 8]]\n\n >>> from more_itertools import spy\n >>> iterable = (x * x for x in range(1, 6))\n >>> head, iterable = spy(iterable, n=3)\n >>> list(head)\n [1, 4, 9]\n >>> list(iterable)\n [1, 4, 9, 16, 25]\n\n\n\nFor the full listing of functions, see the `API documentation `_.\n\n\nLinks elsewhere\n===============\n\nBlog posts about ``more-itertools``:\n\n* `Yo, I heard you like decorators `__\n* `Tour of Python Itertools `__ (`Alternate `__)\n* `Real-World Python More Itertools `_\n\n\nDevelopment\n===========\n\n``more-itertools`` is maintained by `@erikrose `_\nand `@bbayles `_, with help from `many others `_.\nIf you have a problem or suggestion, please file a bug or pull request in this\nrepository. Thanks for contributing!\n\n\nVersion History\n===============\n\nThe version history can be found in `documentation `_.\n\n",
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+ "summary": "Fundamental package for array computing in Python",
+ "description": "\n\n
\n\n\n[![Powered by NumFOCUS](https://img.shields.io/badge/powered%20by-NumFOCUS-orange.svg?style=flat&colorA=E1523D&colorB=007D8A)](\nhttps://numfocus.org)\n[![PyPI Downloads](https://img.shields.io/pypi/dm/numpy.svg?label=PyPI%20downloads)](\nhttps://pypi.org/project/numpy/)\n[![Conda Downloads](https://img.shields.io/conda/dn/conda-forge/numpy.svg?label=Conda%20downloads)](\nhttps://anaconda.org/conda-forge/numpy)\n[![Stack Overflow](https://img.shields.io/badge/stackoverflow-Ask%20questions-blue.svg)](\nhttps://stackoverflow.com/questions/tagged/numpy)\n[![Nature Paper](https://img.shields.io/badge/DOI-10.1038%2Fs41592--019--0686--2-blue)](\nhttps://doi.org/10.1038/s41586-020-2649-2)\n[![OpenSSF Scorecard](https://api.securityscorecards.dev/projects/github.com/numpy/numpy/badge)](https://api.securityscorecards.dev/projects/github.com/numpy/numpy)\n\n\nNumPy is the fundamental package for scientific computing with Python.\n\n- **Website:** https://www.numpy.org\n- **Documentation:** https://numpy.org/doc\n- **Mailing list:** https://mail.python.org/mailman/listinfo/numpy-discussion\n- **Source code:** https://github.com/numpy/numpy\n- **Contributing:** https://www.numpy.org/devdocs/dev/index.html\n- **Bug reports:** https://github.com/numpy/numpy/issues\n- **Report a security vulnerability:** https://tidelift.com/docs/security\n\nIt provides:\n\n- a powerful N-dimensional array object\n- sophisticated (broadcasting) functions\n- tools for integrating C/C++ and Fortran code\n- useful linear algebra, Fourier transform, and random number capabilities\n\nTesting:\n\nNumPy requires `pytest` and `hypothesis`. Tests can then be run after installation with:\n\n python -c \"import numpy, sys; sys.exit(numpy.test() is False)\"\n\nCode of Conduct\n----------------------\n\nNumPy is a community-driven open source project developed by a diverse group of\n[contributors](https://numpy.org/teams/). The NumPy leadership has made a strong\ncommitment to creating an open, inclusive, and positive community. Please read the\n[NumPy Code of Conduct](https://numpy.org/code-of-conduct/) for guidance on how to interact\nwith others in a way that makes our community thrive.\n\nCall for Contributions\n----------------------\n\nThe NumPy project welcomes your expertise and enthusiasm!\n\nSmall improvements or fixes are always appreciated. If you are considering larger contributions\nto the source code, please contact us through the [mailing\nlist](https://mail.python.org/mailman/listinfo/numpy-discussion) first.\n\nWriting code isn’t the only way to contribute to NumPy. You can also:\n- review pull requests\n- help us stay on top of new and old issues\n- develop tutorials, presentations, and other educational materials\n- maintain and improve [our website](https://github.com/numpy/numpy.org)\n- develop graphic design for our brand assets and promotional materials\n- translate website content\n- help with outreach and onboard new contributors\n- write grant proposals and help with other fundraising efforts\n\nFor more information about the ways you can contribute to NumPy, visit [our website](https://numpy.org/contribute/). \nIf you’re unsure where to start or how your skills fit in, reach out! You can\nask on the mailing list or here, on GitHub, by opening a new issue or leaving a\ncomment on a relevant issue that is already open.\n\nOur preferred channels of communication are all public, but if you’d like to\nspeak to us in private first, contact our community coordinators at\nnumpy-team@googlegroups.com or on Slack (write numpy-team@googlegroups.com for\nan invitation).\n\nWe also have a biweekly community call, details of which are announced on the\nmailing list. You are very welcome to join.\n\nIf you are new to contributing to open source, [this\nguide](https://opensource.guide/how-to-contribute/) helps explain why, what,\nand how to successfully get involved.\n",
+ "description_content_type": "text/markdown",
+ "home_page": "https://numpy.org",
+ "author": "Travis E. Oliphant et al.",
+ "maintainer_email": "NumPy Developers ",
+ "license": "Copyright (c) 2005-2023, NumPy Developers.\nAll rights reserved.\n\nRedistribution and use in source and binary forms, with or without\nmodification, are permitted provided that the following conditions are\nmet:\n\n * Redistributions of source code must retain the above copyright\n notice, this list of conditions and the following disclaimer.\n\n * Redistributions in binary form must reproduce the above\n copyright notice, this list of conditions and the following\n disclaimer in the documentation and/or other materials provided\n with the distribution.\n\n * Neither the name of the NumPy Developers nor the names of any\n contributors may be used to endorse or promote products derived\n from this software without specific prior written permission.\n\nTHIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS\n\"AS IS\" AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT\nLIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR\nA PARTICULAR PURPOSE ARE DISCLAIMED. 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Additional Terms.\n\n \"Additional permissions\" are terms that supplement the terms of this\nLicense by making exceptions from one or more of its conditions.\nAdditional permissions that are applicable to the entire Program shall\nbe treated as though they were included in this License, to the extent\nthat they are valid under applicable law. If additional permissions\napply only to part of the Program, that part may be used separately\nunder those permissions, but the entire Program remains governed by\nthis License without regard to the additional permissions.\n\n When you convey a copy of a covered work, you may at your option\nremove any additional permissions from that copy, or from any part of\nit. (Additional permissions may be written to require their own\nremoval in certain cases when you modify the work.) You may place\nadditional permissions on material, added by you to a covered work,\nfor which you have or can give appropriate copyright permission.\n\n Notwithstanding any other provision of this License, for material you\nadd to a covered work, you may (if authorized by the copyright holders of\nthat material) supplement the terms of this License with terms:\n\n a) Disclaiming warranty or limiting liability differently from the\n terms of sections 15 and 16 of this License; or\n\n b) Requiring preservation of specified reasonable legal notices or\n author attributions in that material or in the Appropriate Legal\n Notices displayed by works containing it; or\n\n c) Prohibiting misrepresentation of the origin of that material, or\n requiring that modified versions of such material be marked in\n reasonable ways as different from the original version; or\n\n d) Limiting the use for publicity purposes of names of licensors or\n authors of the material; or\n\n e) Declining to grant rights under trademark law for use of some\n trade names, trademarks, or service marks; or\n\n f) Requiring indemnification of licensors and authors of that\n material by anyone who conveys the material (or modified versions of\n it) with contractual assumptions of liability to the recipient, for\n any liability that these contractual assumptions directly impose on\n those licensors and authors.\n\n All other non-permissive additional terms are considered \"further\nrestrictions\" within the meaning of section 10. If the Program as you\nreceived it, or any part of it, contains a notice stating that it is\ngoverned by this License along with a term that is a further\nrestriction, you may remove that term. If a license document contains\na further restriction but permits relicensing or conveying under this\nLicense, you may add to a covered work material governed by the terms\nof that license document, provided that the further restriction does\nnot survive such relicensing or conveying.\n\n If you add terms to a covered work in accord with this section, you\nmust place, in the relevant source files, a statement of the\nadditional terms that apply to those files, or a notice indicating\nwhere to find the applicable terms.\n\n Additional terms, permissive or non-permissive, may be stated in the\nform of a separately written license, or stated as exceptions;\nthe above requirements apply either way.\n\n 8. Termination.\n\n You may not propagate or modify a covered work except as expressly\nprovided under this License. Any attempt otherwise to propagate or\nmodify it is void, and will automatically terminate your rights under\nthis License (including any patent licenses granted under the third\nparagraph of section 11).\n\n However, if you cease all violation of this License, then your\nlicense from a particular copyright holder is reinstated (a)\nprovisionally, unless and until the copyright holder explicitly and\nfinally terminates your license, and (b) permanently, if the copyright\nholder fails to notify you of the violation by some reasonable means\nprior to 60 days after the cessation.\n\n Moreover, your license from a particular copyright holder is\nreinstated permanently if the copyright holder notifies you of the\nviolation by some reasonable means, this is the first time you have\nreceived notice of violation of this License (for any work) from that\ncopyright holder, and you cure the violation prior to 30 days after\nyour receipt of the notice.\n\n Termination of your rights under this section does not terminate the\nlicenses of parties who have received copies or rights from you under\nthis License. If your rights have been terminated and not permanently\nreinstated, you do not qualify to receive new licenses for the same\nmaterial under section 10.\n\n 9. Acceptance Not Required for Having Copies.\n\n You are not required to accept this License in order to receive or\nrun a copy of the Program. Ancillary propagation of a covered work\noccurring solely as a consequence of using peer-to-peer transmission\nto receive a copy likewise does not require acceptance. However,\nnothing other than this License grants you permission to propagate or\nmodify any covered work. These actions infringe copyright if you do\nnot accept this License. Therefore, by modifying or propagating a\ncovered work, you indicate your acceptance of this License to do so.\n\n 10. Automatic Licensing of Downstream Recipients.\n\n Each time you convey a covered work, the recipient automatically\nreceives a license from the original licensors, to run, modify and\npropagate that work, subject to this License. You are not responsible\nfor enforcing compliance by third parties with this License.\n\n An \"entity transaction\" is a transaction transferring control of an\norganization, or substantially all assets of one, or subdividing an\norganization, or merging organizations. If propagation of a covered\nwork results from an entity transaction, each party to that\ntransaction who receives a copy of the work also receives whatever\nlicenses to the work the party's predecessor in interest had or could\ngive under the previous paragraph, plus a right to possession of the\nCorresponding Source of the work from the predecessor in interest, if\nthe predecessor has it or can get it with reasonable efforts.\n\n You may not impose any further restrictions on the exercise of the\nrights granted or affirmed under this License. For example, you may\nnot impose a license fee, royalty, or other charge for exercise of\nrights granted under this License, and you may not initiate litigation\n(including a cross-claim or counterclaim in a lawsuit) alleging that\nany patent claim is infringed by making, using, selling, offering for\nsale, or importing the Program or any portion of it.\n\n 11. Patents.\n\n A \"contributor\" is a copyright holder who authorizes use under this\nLicense of the Program or a work on which the Program is based. The\nwork thus licensed is called the contributor's \"contributor version\".\n\n A contributor's \"essential patent claims\" are all patent claims\nowned or controlled by the contributor, whether already acquired or\nhereafter acquired, that would be infringed by some manner, permitted\nby this License, of making, using, or selling its contributor version,\nbut do not include claims that would be infringed only as a\nconsequence of further modification of the contributor version. For\npurposes of this definition, \"control\" includes the right to grant\npatent sublicenses in a manner consistent with the requirements of\nthis License.\n\n Each contributor grants you a non-exclusive, worldwide, royalty-free\npatent license under the contributor's essential patent claims, to\nmake, use, sell, offer for sale, import and otherwise run, modify and\npropagate the contents of its contributor version.\n\n In the following three paragraphs, a \"patent license\" is any express\nagreement or commitment, however denominated, not to enforce a patent\n(such as an express permission to practice a patent or covenant not to\nsue for patent infringement). To \"grant\" such a patent license to a\nparty means to make such an agreement or commitment not to enforce a\npatent against the party.\n\n If you convey a covered work, knowingly relying on a patent license,\nand the Corresponding Source of the work is not available for anyone\nto copy, free of charge and under the terms of this License, through a\npublicly available network server or other readily accessible means,\nthen you must either (1) cause the Corresponding Source to be so\navailable, or (2) arrange to deprive yourself of the benefit of the\npatent license for this particular work, or (3) arrange, in a manner\nconsistent with the requirements of this License, to extend the patent\nlicense to downstream recipients. \"Knowingly relying\" means you have\nactual knowledge that, but for the patent license, your conveying the\ncovered work in a country, or your recipient's use of the covered work\nin a country, would infringe one or more identifiable patents in that\ncountry that you have reason to believe are valid.\n\n If, pursuant to or in connection with a single transaction or\narrangement, you convey, or propagate by procuring conveyance of, a\ncovered work, and grant a patent license to some of the parties\nreceiving the covered work authorizing them to use, propagate, modify\nor convey a specific copy of the covered work, then the patent license\nyou grant is automatically extended to all recipients of the covered\nwork and works based on it.\n\n A patent license is \"discriminatory\" if it does not include within\nthe scope of its coverage, prohibits the exercise of, or is\nconditioned on the non-exercise of one or more of the rights that are\nspecifically granted under this License. You may not convey a covered\nwork if you are a party to an arrangement with a third party that is\nin the business of distributing software, under which you make payment\nto the third party based on the extent of your activity of conveying\nthe work, and under which the third party grants, to any of the\nparties who would receive the covered work from you, a discriminatory\npatent license (a) in connection with copies of the covered work\nconveyed by you (or copies made from those copies), or (b) primarily\nfor and in connection with specific products or compilations that\ncontain the covered work, unless you entered into that arrangement,\nor that patent license was granted, prior to 28 March 2007.\n\n Nothing in this License shall be construed as excluding or limiting\nany implied license or other defenses to infringement that may\notherwise be available to you under applicable patent law.\n\n 12. No Surrender of Others' Freedom.\n\n If conditions are imposed on you (whether by court order, agreement or\notherwise) that contradict the conditions of this License, they do not\nexcuse you from the conditions of this License. If you cannot convey a\ncovered work so as to satisfy simultaneously your obligations under this\nLicense and any other pertinent obligations, then as a consequence you may\nnot convey it at all. For example, if you agree to terms that obligate you\nto collect a royalty for further conveying from those to whom you convey\nthe Program, the only way you could satisfy both those terms and this\nLicense would be to refrain entirely from conveying the Program.\n\n 13. Use with the GNU Affero General Public License.\n\n Notwithstanding any other provision of this License, you have\npermission to link or combine any covered work with a work licensed\nunder version 3 of the GNU Affero General Public License into a single\ncombined work, and to convey the resulting work. The terms of this\nLicense will continue to apply to the part which is the covered work,\nbut the special requirements of the GNU Affero General Public License,\nsection 13, concerning interaction through a network will apply to the\ncombination as such.\n\n 14. Revised Versions of this License.\n\n The Free Software Foundation may publish revised and/or new versions of\nthe GNU General Public License from time to time. Such new versions will\nbe similar in spirit to the present version, but may differ in detail to\naddress new problems or concerns.\n\n Each version is given a distinguishing version number. If the\nProgram specifies that a certain numbered version of the GNU General\nPublic License \"or any later version\" applies to it, you have the\noption of following the terms and conditions either of that numbered\nversion or of any later version published by the Free Software\nFoundation. If the Program does not specify a version number of the\nGNU General Public License, you may choose any version ever published\nby the Free Software Foundation.\n\n If the Program specifies that a proxy can decide which future\nversions of the GNU General Public License can be used, that proxy's\npublic statement of acceptance of a version permanently authorizes you\nto choose that version for the Program.\n\n Later license versions may give you additional or different\npermissions. However, no additional obligations are imposed on any\nauthor or copyright holder as a result of your choosing to follow a\nlater version.\n\n 15. Disclaimer of Warranty.\n\n THERE IS NO WARRANTY FOR THE PROGRAM, TO THE EXTENT PERMITTED BY\nAPPLICABLE LAW. EXCEPT WHEN OTHERWISE STATED IN WRITING THE COPYRIGHT\nHOLDERS AND/OR OTHER PARTIES PROVIDE THE PROGRAM \"AS IS\" WITHOUT WARRANTY\nOF ANY KIND, EITHER EXPRESSED OR IMPLIED, INCLUDING, BUT NOT LIMITED TO,\nTHE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR\nPURPOSE. THE ENTIRE RISK AS TO THE QUALITY AND PERFORMANCE OF THE PROGRAM\nIS WITH YOU. SHOULD THE PROGRAM PROVE DEFECTIVE, YOU ASSUME THE COST OF\nALL NECESSARY SERVICING, REPAIR OR CORRECTION.\n\n 16. Limitation of Liability.\n\n IN NO EVENT UNLESS REQUIRED BY APPLICABLE LAW OR AGREED TO IN WRITING\nWILL ANY COPYRIGHT HOLDER, OR ANY OTHER PARTY WHO MODIFIES AND/OR CONVEYS\nTHE PROGRAM AS PERMITTED ABOVE, BE LIABLE TO YOU FOR DAMAGES, INCLUDING ANY\nGENERAL, SPECIAL, INCIDENTAL OR CONSEQUENTIAL DAMAGES ARISING OUT OF THE\nUSE OR INABILITY TO USE THE PROGRAM (INCLUDING BUT NOT LIMITED TO LOSS OF\nDATA OR DATA BEING RENDERED INACCURATE OR LOSSES SUSTAINED BY YOU OR THIRD\nPARTIES OR A FAILURE OF THE PROGRAM TO OPERATE WITH ANY OTHER PROGRAMS),\nEVEN IF SUCH HOLDER OR OTHER PARTY HAS BEEN ADVISED OF THE POSSIBILITY OF\nSUCH DAMAGES.\n\n 17. Interpretation of Sections 15 and 16.\n\n If the disclaimer of warranty and limitation of liability provided\nabove cannot be given local legal effect according to their terms,\nreviewing courts shall apply local law that most closely approximates\nan absolute waiver of all civil liability in connection with the\nProgram, unless a warranty or assumption of liability accompanies a\ncopy of the Program in return for a fee.\n\n END OF TERMS AND CONDITIONS\n\n How to Apply These Terms to Your New Programs\n\n If you develop a new program, and you want it to be of the greatest\npossible use to the public, the best way to achieve this is to make it\nfree software which everyone can redistribute and change under these terms.\n\n To do so, attach the following notices to the program. It is safest\nto attach them to the start of each source file to most effectively\nstate the exclusion of warranty; and each file should have at least\nthe \"copyright\" line and a pointer to where the full notice is found.\n\n \n Copyright (C)