From 283e6fac7879e485d899588dd2e4398f490507f7 Mon Sep 17 00:00:00 2001 From: Sabri Eyuboglu Date: Wed, 15 Jun 2022 10:10:37 -0700 Subject: [PATCH] Update readme and add cookiecutter --- .coveragerc | 15 + .flake8 | 11 + .gitignore | 136 +++ .isort.cfg | 7 + .pre-commit-config.yaml | 14 + CITATION.cff | 19 + CONTRIBUTING.md | 215 ++++ Makefile | 35 + Pipfile | 20 + Pipfile.lock | 2263 +++++++++++++++++++++++++++++++++++++++ README.md | 54 +- hapi/__init__.py | 0 pyproject.toml | 3 + setup.py | 156 +++ 14 files changed, 2939 insertions(+), 9 deletions(-) create mode 100644 .coveragerc create mode 100644 .flake8 create mode 100644 .gitignore create mode 100644 .isort.cfg create mode 100644 .pre-commit-config.yaml create mode 100644 CITATION.cff create mode 100644 CONTRIBUTING.md create mode 100644 Makefile create mode 100644 Pipfile create mode 100644 Pipfile.lock create mode 100644 hapi/__init__.py create mode 100644 pyproject.toml create mode 100644 setup.py diff --git a/.coveragerc b/.coveragerc new file mode 100644 index 0000000..b9075fc --- /dev/null +++ b/.coveragerc @@ -0,0 +1,15 @@ +[run] +branch = True +source = hapi + +[report] +exclude_lines = + if self.debug: + pragma: no cover + raise NotImplementedError + raise NotImplemented + if __name__ == .__main__.: +ignore_errors = True +omit = + tests/* + setup.py \ No newline at end of file diff --git a/.flake8 b/.flake8 new file mode 100644 index 0000000..d23a222 --- /dev/null +++ b/.flake8 @@ -0,0 +1,11 @@ +# This is our code-style check. We currently allow the following exceptions: +# - E731: do not assign a lambda expression, use a def +# - W503: line break before binary operator +# - E741: do not use variables named 'l', 'O', or 'I' +# - E203: whitespace before ':' +[flake8] +count = True +max-line-length = 88 +statistics = True +ignore = E731,W503,E741,E203 +exclude = setup.py \ No newline at end of file diff --git a/.gitignore b/.gitignore new file mode 100644 index 0000000..b18c6df --- /dev/null +++ b/.gitignore @@ -0,0 +1,136 @@ +# Byte-compiled / optimized / DLL files +__pycache__/ +*.py[cod] +*$py.class +dcbench-config.yaml + +# C extensions +*.so +*.DS_Store + +# Distribution / packaging +.Python +build/ +develop-eggs/ +dist/ +downloads/ +eggs/ +.eggs/ +lib/ +lib64/ +parts/ +sdist/ +var/ +tmp/ +wheels/ +pip-wheel-metadata/ +share/python-wheels/ +*.egg-info/ +.installed.cfg +*.egg +MANIFEST + +# PyInstaller +# Usually these files are written by a python script from a template +# before PyInstaller builds the exe, so as to inject date/other infos into it. +*.manifest +*.spec + +# Installer logs +pip-log.txt +pip-delete-this-directory.txt + +# Unit test / coverage reports +htmlcov/ +.tox/ +.nox/ +.coverage +.coverage.* +.cache +nosetests.xml +coverage.xml +*.cover +*.py,cover +.hypothesis/ +.pytest_cache/ + +# Translations +*.mo +*.pot + +# Django stuff: +*.log +local_settings.py +db.sqlite3 +db.sqlite3-journal + +# Flask stuff: +instance/ +.webassets-cache + +# Scrapy stuff: +.scrapy + +# Sphinx documentation +docs/_build/ + +# PyBuilder +target/ + +# Jupyter Notebook +.ipynb_checkpoints + +# IPython +profile_default/ +ipython_config.py + +# pyenv +.python-version + +# pipenv +# According to pypa/pipenv#598, it is recommended to include Pipfile.lock in version control. +# However, in case of collaboration, if having platform-specific dependencies or dependencies +# having no cross-platform support, pipenv may install dependencies that don't work, or not +# install all needed dependencies. +#Pipfile.lock + +# PEP 582; used by e.g. github.com/David-OConnor/pyflow +__pypackages__/ + +# Celery stuff +celerybeat-schedule +celerybeat.pid + +# SageMath parsed files +*.sage.py + +# Environments +.env +.venv +env/ +venv/ +ENV/ +env.bak/ +venv.bak/ + +# Spyder project settings +.spyderproject +.spyproject + +# Rope project settings +.ropeproject + +# mkdocs documentation +/site + +# mypy +.mypy_cache/ +.dmypy.json +dmypy.json + +# Pyre type checker +.pyre/ + +# Other stuff +.vscode/ +tmp/ \ No newline at end of file diff --git a/.isort.cfg b/.isort.cfg new file mode 100644 index 0000000..8584edd --- /dev/null +++ b/.isort.cfg @@ -0,0 +1,7 @@ +[settings] +multi_line_output = 3 +include_trailing_comma = True +force_grid_wrap = 0 +use_parentheses = True +ensure_newline_before_comments = True +line_length = 88 \ No newline at end of file diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml new file mode 100644 index 0000000..45bbe91 --- /dev/null +++ b/.pre-commit-config.yaml @@ -0,0 +1,14 @@ +repos: +- repo: https://github.com/timothycrosley/isort + rev: 5.7.0 + hooks: + - id: isort +- repo: https://github.com/psf/black + rev: 20.8b1 + hooks: + - id: black + language_version: python3 +- repo: https://gitlab.com/pycqa/flake8 + rev: 3.8.4 + hooks: + - id: flake8 \ No newline at end of file diff --git a/CITATION.cff b/CITATION.cff new file mode 100644 index 0000000..985b917 --- /dev/null +++ b/CITATION.cff @@ -0,0 +1,19 @@ +cff-version: 1.2.0 +message: "If you use this benchmark, please cite it as below." +authors: +- family-names: Eyuboglu + given-names: Sabri + orcid: "https://orcid.org/0000-0002-8412-0266" +- family-names: Karlaš + given-names: Bojan +- family-names: Zhang + given-names: Ce +- family-names: Ré + given-names: Christopher +- family-names: Zou + given-names: James +title: "dcbench" +version: 1.0.0 +doi: 10.5281/zenodo.1234 +date-released: 2021-11-29 +url: "https://github.com/data-centric-ai/dcbench" diff --git a/CONTRIBUTING.md b/CONTRIBUTING.md new file mode 100644 index 0000000..8e0609c --- /dev/null +++ b/CONTRIBUTING.md @@ -0,0 +1,215 @@ +# Contributing to dcbench + +We welcome contributions of all kinds: code, documentation, feedback and support. If + you use dcbench in your work (blogs posts, research, company) and find it + useful, spread the word! + +This contribution borrows from and is heavily inspired by [Huggingface transformers](https://github.com/huggingface/transformers). + +## How to contribute + +There are 4 ways you can contribute: +* Issues: raising bugs, suggesting new features +* Fixes: resolving outstanding bugs +* Features: contributing new features +* Documentation: contributing documentation or examples + +## Submitting a new issue or feature request + +Do your best to follow these guidelines when submitting an issue or a feature +request. It will make it easier for us to give feedback and move your request forward. + +### Bugs + +First, we would really appreciate it if you could **make sure the bug was not +already reported** (use the search bar on Github under Issues). + +If you didn't find anything, please use the bug issue template to file a Github issue. + + +### Features + +A world-class feature request addresses the following points: + +1. Motivation first: + * Is it related to a problem/frustration with the library? If so, please explain + why. Providing a code snippet that demonstrates the problem is best. + * Is it related to something you would need for a project? We'd love to hear + about it! + * Is it something you worked on and think could benefit the community? + Awesome! Tell us what problem it solved for you. +2. Write a *full paragraph* describing the feature; +3. Provide a **code snippet** that demonstrates its future use; +4. In case this is related to a paper, please attach a link; +5. Attach any additional information (drawings, screenshots, etc.) you think may help. + +If your issue is well written we're already 80% of the way there by the time you +post it. + +## Contributing (Pull Requests) + +Before writing code, we strongly advise you to search through the existing PRs or +issues to make sure that nobody is already working on the same thing. If you are +unsure, it is always a good idea to open an issue to get some feedback. + +You will need basic `git` proficiency to be able to contribute to +`dcbench`. `git` is not the easiest tool to use but it has the greatest +manual. Type `git --help` in a shell and enjoy. If you prefer books, [Pro +Git](https://git-scm.com/book/en/v2) is a very good reference. + +Follow these steps to start contributing: + +1. Fork the [repository](https://github.com/data-centric-ai/dcbench) by + clicking on the 'Fork' button on the repository's page. + This creates a copy of the code under your GitHub user account. + +2. Clone your fork to your local disk, and add the base repository as a remote: + + ```bash + $ git clone git@github.com:/dcbench.git + $ cd dcbench + $ git remote add upstream https://github.com/data-centric-ai/dcbench.git + ``` + +3. Create a new branch to hold your development changes: + + ```bash + $ git checkout -b a-descriptive-name-for-my-changes + ``` + + **Do not** work on the `main` branch. + +4. dcbench manages dependencies using [`poetry`](https://python-poetry.org). +Set up a development environment with `poetry` by running the following command in + a virtual environment: + + ```bash + $ pip install poetry + $ poetry install + ``` +Note: in order to pass the full test suite (step 5), you'll need to install all extra in addition. +```bash + $ poetry install --extras "adversarial augmentation summarization text vision" +``` +5. Develop features on your branch. + + As you work on the features, you should make sure that the test suite + passes: + + ```bash + $ pytest + ``` + + dcbench relies on `black` and `isort` to format its source code + consistently. After you make changes, autoformat them with: + + ```bash + $ make autoformat + ``` + + dcbench also uses `flake8` to check for coding mistakes. Quality control + runs in CI, however you should also run the same checks with: + + ```bash + $ make lint + ``` + + If you're modifying documents under `docs/source`, make sure to validate that + they can still be built. This check also runs in CI. To run a local check + make sure you have installed the documentation builder requirements, by + running `pip install -r docs/requirements.txt` from the root of this repository + and then run: + + ```bash + $ make docs + ``` + + Once you're happy with your changes, add changed files using `git add` and + make a commit with `git commit` to record your changes locally: + + ```bash + $ git add modified_file.py + $ git commit + ``` + + Please write [good commit messages](https://chris.beams.io/posts/git-commit/). + + It is a good idea to sync your copy of the code with the original + repository regularly. This way you can quickly account for changes: + + ```bash + $ git fetch upstream + $ git rebase upstream/main + ``` + + Push the changes to your account using: + + ```bash + $ git push -u origin a-descriptive-name-for-my-changes + ``` + + You can use `pre-commit` to make sure you don't forget to format your code properly, + the dependency should already be made available by `poetry`. + + Just install `pre-commit` for the `dcbench` directory, + + ```bash + $ pre-commit install + ``` + +6. Once you are satisfied (**and the checklist below is happy too**), go to the + webpage of your fork on GitHub. Click on 'Pull request' to send your changes + to the project maintainers for review. + +7. It's ok if maintainers ask you for changes. It happens to core contributors + too! So everyone can see the changes in the Pull request, work in your local + branch and push the changes to your fork. They will automatically appear in + the pull request. + +8. We follow a one-commit-per-PR policy. Before your PR can be merged, you will have to + `git rebase` to squash your changes into a single commit. + +### Checklist + +0. One commit per PR. +1. The title of your pull request should be a summary of its contribution; +2. If your pull request addresses an issue, please mention the issue number in + the pull request description to make sure they are linked (and people + consulting the issue know you are working on it); +3. To indicate a work in progress please prefix the title with `[WIP]`. These + are useful to avoid duplicated work, and to differentiate it from PRs ready + to be merged; +4. Make sure existing tests pass; +5. Add high-coverage tests. No quality testing = no merge. +6. All public methods must have informative docstrings that work nicely with sphinx. + + +### Tests + +A test suite is included to test the library behavior. +Library tests can be found in the +[tests folder](https://github.com/data-centric-aidcbench/tree/main/tests). + +From the root of the +repository, here's how to run tests with `pytest` for the library: + +```bash +$ make test +``` + +You can specify a smaller set of tests in order to test only the feature +you're working on. + +Per the checklist above, all PRs should include high-coverage tests. +To produce a code coverage report, run the following `pytest` +``` +pytest --cov-report term-missing,html --cov=dcbench . +``` +This will populate a directory `htmlcov` with an HTML report. +Open `htmlcov/index.html` in a browser to view the report. + + +### Style guide + +For documentation strings, dcbench follows the +[google style](https://google.github.io/styleguide/pyguide.html). \ No newline at end of file diff --git a/Makefile b/Makefile new file mode 100644 index 0000000..d2c6645 --- /dev/null +++ b/Makefile @@ -0,0 +1,35 @@ +autoformat: + black dcbench/ tests/ + autoflake --in-place --remove-all-unused-imports -r dcbench tests + isort --atomic dcbench/ tests/ + docformatter --in-place --recursive dcbench tests + +lint: + isort -c dcbench/ tests/ + black dcbench/ tests/ --check + flake8 dcbench/ tests/ + +test: + pytest + +test-basic: + set -e + python -c "import dcbench as mk" + python -c "import dcbench.version as mversion" + +test-cov: + pytest --cov=./ --cov-report=xml + +docs: + sphinx-build -b html docs/source/ docs/build/html/ + +docs-check: + sphinx-build -b html docs/source/ docs/build/html/ -W + +livedocs: + sphinx-autobuild -b html docs/source/ docs/build/html/ + +dev: + pip install black isort flake8 docformatter pytest-cov sphinx-rtd-theme nbsphinx recommonmark pre-commit + +all: autoformat lint docs test diff --git a/Pipfile b/Pipfile new file mode 100644 index 0000000..df07b04 --- /dev/null +++ b/Pipfile @@ -0,0 +1,20 @@ +[[source]] +url = "https://pypi.org/simple" +verify_ssl = true +name = "pypi" + +[dev-packages] +twine = "*" +ipython = "*" + +[requires] +python_version = "3.8" + +[dev-packages.dcbench] +path = "." +extras = [ "dev",] +editable = true + +[packages.dcbench] +editable = true +path = "." diff --git a/Pipfile.lock b/Pipfile.lock new file mode 100644 index 0000000..da32c3a --- /dev/null +++ b/Pipfile.lock @@ -0,0 +1,2263 @@ +{ + "_meta": { + "hash": { + "sha256": "bc766b794a4cd049640d90e70dea744a135433962768e8a56644c3bb08b263a4" + }, + "pipfile-spec": 6, + "requires": { + "python_version": "3.8" + }, + "sources": [ + { + "name": "pypi", + "url": "https://pypi.org/simple", + "verify_ssl": true + } + ] + }, + "default": { + "aiohttp": { + "hashes": [ + "sha256:09754a0d5eaab66c37591f2f8fac8f9781a5f61d51aa852a3261c4805ca6b984", + "sha256:097ecf52f6b9859b025c1e36401f8aa4573552e887d1b91b4b999d68d0b5a3b3", + "sha256:0a96473a1f61d7920a9099bc8e729dc8282539d25f79c12573ee0fdb9c8b66a8", + "sha256:0af379221975054162959e00daf21159ff69a712fc42ed0052caddbd70d52ff4", + "sha256:0d7b056fd3972d353cb4bc305c03f9381583766b7f8c7f1c44478dba69099e33", + "sha256:14a6f026eca80dfa3d52e86be89feb5cd878f6f4a6adb34457e2c689fd85229b", + "sha256:15a660d06092b7c92ed17c1dbe6c1eab0a02963992d60e3e8b9d5fa7fa81f01e", + "sha256:1fa9f50aa1f114249b7963c98e20dc35c51be64096a85bc92433185f331de9cc", + "sha256:257f4fad1714d26d562572095c8c5cd271d5a333252795cb7a002dca41fdbad7", + "sha256:28369fe331a59d80393ec82df3d43307c7461bfaf9217999e33e2acc7984ff7c", + "sha256:2bdd655732e38b40f8a8344d330cfae3c727fb257585df923316aabbd489ccb8", + "sha256:2f44d1b1c740a9e2275160d77c73a11f61e8a916191c572876baa7b282bcc934", + "sha256:3ba08a71caa42eef64357257878fb17f3fba3fba6e81a51d170e32321569e079", + "sha256:3c5e9981e449d54308c6824f172ec8ab63eb9c5f922920970249efee83f7e919", + "sha256:3f58aa995b905ab82fe228acd38538e7dc1509e01508dcf307dad5046399130f", + "sha256:48c996eb91bfbdab1e01e2c02e7ff678c51e2b28e3a04e26e41691991cc55795", + "sha256:48f218a5257b6bc16bcf26a91d97ecea0c7d29c811a90d965f3dd97c20f016d6", + "sha256:4a6551057a846bf72c7a04f73de3fcaca269c0bd85afe475ceb59d261c6a938c", + "sha256:51f90dabd9933b1621260b32c2f0d05d36923c7a5a909eb823e429dba0fd2f3e", + "sha256:577cc2c7b807b174814dac2d02e673728f2e46c7f90ceda3a70ea4bb6d90b769", + "sha256:5d79174d96446a02664e2bffc95e7b6fa93b9e6d8314536c5840dff130d0878b", + "sha256:5e3f81fbbc170418e22918a9585fd7281bbc11d027064d62aa4b507552c92671", + "sha256:5ecffdc748d3b40dd3618ede0170e4f5e1d3c9647cfb410d235d19e62cb54ee0", + "sha256:63fa57a0708573d3c059f7b5527617bd0c291e4559298473df238d502e4ab98c", + "sha256:67ca7032dfac8d001023fadafc812d9f48bf8a8c3bb15412d9cdcf92267593f4", + "sha256:688a1eb8c1a5f7e795c7cb67e0fe600194e6723ba35f138dfae0db20c0cb8f94", + "sha256:6a038cb1e6e55b26bb5520ccffab7f539b3786f5553af2ee47eb2ec5cbd7084e", + "sha256:6b79f6c31e68b6dafc0317ec453c83c86dd8db1f8f0c6f28e97186563fca87a0", + "sha256:6d3e027fe291b77f6be9630114a0200b2c52004ef20b94dc50ca59849cd623b3", + "sha256:6f1d39a744101bf4043fa0926b3ead616607578192d0a169974fb5265ab1e9d2", + "sha256:707adc30ea6918fba725c3cb3fe782d271ba352b22d7ae54a7f9f2e8a8488c41", + "sha256:730b7c2b7382194d9985ffdc32ab317e893bca21e0665cb1186bdfbb4089d990", + "sha256:764c7c6aa1f78bd77bd9674fc07d1ec44654da1818d0eef9fb48aa8371a3c847", + "sha256:78d51e35ed163783d721b6f2ce8ce3f82fccfe471e8e50a10fba13a766d31f5a", + "sha256:7a315ceb813208ef32bdd6ec3a85cbe3cb3be9bbda5fd030c234592fa9116993", + "sha256:7ba09bb3dcb0b7ec936a485db2b64be44fe14cdce0a5eac56f50e55da3627385", + "sha256:7d76e8a83396e06abe3df569b25bd3fc88bf78b7baa2c8e4cf4aaf5983af66a3", + "sha256:84fe1732648c1bc303a70faa67cbc2f7f2e810c8a5bca94f6db7818e722e4c0a", + "sha256:871d4fdc56288caa58b1094c20f2364215f7400411f76783ea19ad13be7c8e19", + "sha256:88d4917c30fcd7f6404fb1dc713fa21de59d3063dcc048f4a8a1a90e6bbbd739", + "sha256:8a50150419b741ee048b53146c39c47053f060cb9d98e78be08fdbe942eaa3c4", + "sha256:90a97c2ed2830e7974cbe45f0838de0aefc1c123313f7c402e21c29ec063fbb4", + "sha256:949a605ef3907254b122f845baa0920407080cdb1f73aa64f8d47df4a7f4c4f9", + "sha256:9689af0f0a89e5032426c143fa3683b0451f06c83bf3b1e27902bd33acfae769", + "sha256:98b1ea2763b33559dd9ec621d67fc17b583484cb90735bfb0ec3614c17b210e4", + "sha256:9951c2696c4357703001e1fe6edc6ae8e97553ac630492ea1bf64b429cb712a3", + "sha256:9a52b141ff3b923a9166595de6e3768a027546e75052ffba267d95b54267f4ab", + "sha256:9e8723c3256641e141cd18f6ce478d54a004138b9f1a36e41083b36d9ecc5fc5", + "sha256:a2fee4d656a7cc9ab47771b2a9e8fad8a9a33331c1b59c3057ecf0ac858f5bfe", + "sha256:a4759e85a191de58e0ea468ab6fd9c03941986eee436e0518d7a9291fab122c8", + "sha256:a5399a44a529083951b55521cf4ecbf6ad79fd54b9df57dbf01699ffa0549fc9", + "sha256:a6074a3b2fa2d0c9bf0963f8dfc85e1e54a26114cc8594126bc52d3fa061c40e", + "sha256:a84c335337b676d832c1e2bc47c3a97531b46b82de9f959dafb315cbcbe0dfcd", + "sha256:adf0cb251b1b842c9dee5cfcdf880ba0aae32e841b8d0e6b6feeaef002a267c5", + "sha256:b76669b7c058b8020b11008283c3b8e9c61bfd978807c45862956119b77ece45", + "sha256:bda75d73e7400e81077b0910c9a60bf9771f715420d7e35fa7739ae95555f195", + "sha256:be03a7483ad9ea60388f930160bb3728467dd0af538aa5edc60962ee700a0bdc", + "sha256:c62d4791a8212c885b97a63ef5f3974b2cd41930f0cd224ada9c6ee6654f8150", + "sha256:cb751ef712570d3bda9a73fd765ff3e1aba943ec5d52a54a0c2e89c7eef9da1e", + "sha256:d3b19d8d183bcfd68b25beebab8dc3308282fe2ca3d6ea3cb4cd101b3c279f8d", + "sha256:d3f90ee275b1d7c942e65b5c44c8fb52d55502a0b9a679837d71be2bd8927661", + "sha256:d5f8c04574efa814a24510122810e3a3c77c0552f9f6ff65c9862f1f046be2c3", + "sha256:d6a1a66bb8bac9bc2892c2674ea363486bfb748b86504966a390345a11b1680e", + "sha256:d7715daf84f10bcebc083ad137e3eced3e1c8e7fa1f096ade9a8d02b08f0d91c", + "sha256:dafc01a32b4a1d7d3ef8bfd3699406bb44f7b2e0d3eb8906d574846e1019b12f", + "sha256:dcc4d5dd5fba3affaf4fd08f00ef156407573de8c63338787614ccc64f96b321", + "sha256:de42f513ed7a997bc821bddab356b72e55e8396b1b7ba1bf39926d538a76a90f", + "sha256:e27cde1e8d17b09730801ce97b6e0c444ba2a1f06348b169fd931b51d3402f0d", + "sha256:ecb314e59bedb77188017f26e6b684b1f6d0465e724c3122a726359fa62ca1ba", + "sha256:f348ebd20554e8bc26e8ef3ed8a134110c0f4bf015b3b4da6a4ddf34e0515b19", + "sha256:fa818609357dde5c4a94a64c097c6404ad996b1d38ca977a72834b682830a722", + "sha256:fe4a327da0c6b6e59f2e474ae79d6ee7745ac3279fd15f200044602fa31e3d79" + ], + "version": "==3.8.0" + }, + "aiosignal": { + "hashes": [ + "sha256:26e62109036cd181df6e6ad646f91f0dcfd05fe16d0cb924138ff2ab75d64e3a", + "sha256:78ed67db6c7b7ced4f98e495e572106d5c432a93e1ddd1bf475e1dc05f5b7df2" + ], + "version": "==1.2.0" + }, + "antlr4-python3-runtime": { + "hashes": [ + "sha256:15793f5d0512a372b4e7d2284058ad32ce7dd27126b105fb0b2245130445db33" + ], + "version": "==4.8" + }, + "async-timeout": { + "hashes": [ + "sha256:7d87a4e8adba8ededb52e579ce6bc8276985888913620c935094c2276fd83382", + "sha256:f3303dddf6cafa748a92747ab6c2ecf60e0aeca769aee4c151adfce243a05d9b" + ], + "version": "==4.0.0" + }, + "attrs": { + "hashes": [ + "sha256:149e90d6d8ac20db7a955ad60cf0e6881a3f20d37096140088356da6c716b0b1", + "sha256:ef6aaac3ca6cd92904cdd0d83f629a15f18053ec84e6432106f7a4d04ae4f5fb" + ], + "version": "==21.2.0" + }, + "backports.entry-points-selectable": { + "hashes": [ + "sha256:988468260ec1c196dab6ae1149260e2f5472c9110334e5d51adcb77867361f6a", + "sha256:a6d9a871cde5e15b4c4a53e3d43ba890cc6861ec1332c9c2428c92f977192acc" + ], + "version": "==1.1.0" + }, + "certifi": { + "hashes": [ + "sha256:78884e7c1d4b00ce3cea67b44566851c4343c120abd683433ce934a68ea58872", + "sha256:d62a0163eb4c2344ac042ab2bdf75399a71a2d8c7d47eac2e2ee91b9d6339569" + ], + "version": "==2021.10.8" + }, + "cfgv": { + "hashes": [ + "sha256:c6a0883f3917a037485059700b9e75da2464e6c27051014ad85ba6aaa5884426", + "sha256:f5a830efb9ce7a445376bb66ec94c638a9787422f96264c98edc6bdeed8ab736" + ], + "version": "==3.3.1" + }, + "charset-normalizer": { + "hashes": [ + "sha256:e019de665e2bcf9c2b64e2e5aa025fa991da8720daa3c1138cadd2fd1856aed0", + "sha256:f7af805c321bfa1ce6714c51f254e0d5bb5e5834039bc17db7ebe3a4cec9492b" + ], + "version": "==2.0.7" + }, + "click": { + "hashes": [ + "sha256:353f466495adaeb40b6b5f592f9f91cb22372351c84caeb068132442a4518ef3", + "sha256:410e932b050f5eed773c4cda94de75971c89cdb3155a72a0831139a79e5ecb5b" + ], + "version": "==8.0.3" + }, + "cytoolz": { + "hashes": [ + "sha256:140eaadcd86216d4a185db3a37396ee80dd2edc6e490ba37a3d7c1b17a124078", + "sha256:2f9963114029e78ddb626140cbb15b79ad0fd1563484b73fb29403a3d5bf3ed4", + "sha256:3159da30eaf214746215293fdba19b6b54af59b3b2ba979eb9e184c6c7a854d2", + "sha256:477f71b8b2c6fdd97aa3a421ba0cfd04b22ffed1b22dda3fea06db2756ee7097", + "sha256:5692a100d657f9bc2fede44ff41649c0c577f251bc0bd06c699c177235a0f81c", + "sha256:596a40ce920dd6cdab42d3dec5a4e8bb0bf258bb79426a4ed7658a27c214941b", + "sha256:6cba0572e3ad187e0ea0ddd20bb9c6aad794c23d997ed2b2aa2bbd109fe61f9f", + "sha256:84519cf4f63308b0ce39162b7a341367338953cd9fbf7edd335cbc44dcd321e9", + "sha256:8893b54f8d8d1bbc5a22dc4989d9b3eb269dd5ee1247993158e1f9ae0fbb9c88", + "sha256:a6e95de2fe891075f71edb0a56701eeaae04d43f44470c24d45e89f1ea801e85", + "sha256:b4a3eb96eda360b14fa6c7d2ce6faf684319c051f9ea620b009cb28a2878ed32", + "sha256:b61f23e9fa7cd5a87a503ab659f816858e2235926cd95b0c7e37403530d4a2d6", + "sha256:c183237f4f0bac53238588e3567c0287130dd9ed6b6b880579a5cca960a89f54", + "sha256:c50051c02b23823209d6b0e8f7b2b37371312da50ca78165871dc6fed7bd37df", + "sha256:c64f3590c3eb40e1548f0d3c6b2ccde70493d0b8dc6cc7f9f3fec0bb3dcd4222", + "sha256:c65635ad93bac9002e36d42603bd87514e8ea932910158054b409ceee05ff4fe", + "sha256:c7ed490f7f5c069a5082b73803ff4595f12ed0eb6b52ffa5ffe15d532acb71ed", + "sha256:d0fdf0186201f882274db95fc5644ef34bfb0593d9db23b7343b0e6c8c000a0a", + "sha256:e2e7cbfec2681e8acfd0013e9581905f251455d411457a6f475ba1870d1685fc", + "sha256:f85a8e164ebbe75e77a9c8a0b91bd2a3ceb5beeb0f1c180affe75318a41df98c", + "sha256:fb1b6bb4dee54fe62306d7330639f57a0dbb612520516b97b1c9dea5bc506634" + ], + "version": "==0.11.0" + }, + "dataclasses": { + "hashes": [ + "sha256:0201d89fa866f68c8ebd9d08ee6ff50c0b255f8ec63a71c16fda7af82bb887bf", + "sha256:8479067f342acf957dc82ec415d355ab5edb7e7646b90dc6e2fd1d96ad084c97" + ], + "version": "==0.8" + }, + "datasets": { + "hashes": [ + "sha256:4b7c32a5f14e29a8c1a36070d406a2fb671bc9bd70f2ac4c49ea1d4dd5387a4d", + "sha256:e5ac4ef477a5e50c0033b33550e5c81e05c1d46fc8ac76baebada4194cccea09" + ], + "version": "==1.15.1" + }, + "dcbench": { + "editable": true, + "path": "." + }, + "dill": { + "hashes": [ + "sha256:7e40e4a70304fd9ceab3535d36e58791d9c4a776b38ec7f7ec9afc8d3dca4d4f", + "sha256:9f9734205146b2b353ab3fec9af0070237b6ddae78452af83d2fca84d739e675" + ], + "version": "==0.3.4" + }, + "distlib": { + "hashes": [ + "sha256:c8b54e8454e5bf6237cc84c20e8264c3e991e824ef27e8f1e81049867d861e31", + "sha256:d982d0751ff6eaaab5e2ec8e691d949ee80eddf01a62eaa96ddb11531fe16b05" + ], + "version": "==0.3.3" + }, + "filelock": { + "hashes": [ + "sha256:7afc856f74fa7006a289fd10fa840e1eebd8bbff6bffb69c26c54a0512ea8cf8", + "sha256:bb2a1c717df74c48a2d00ed625e5a66f8572a3a30baacb7657add1d7bac4097b" + ], + "version": "==3.3.2" + }, + "frozenlist": { + "hashes": [ + "sha256:01d79515ed5aa3d699b05f6bdcf1fe9087d61d6b53882aa599a10853f0479c6c", + "sha256:0a7c7cce70e41bc13d7d50f0e5dd175f14a4f1837a8549b0936ed0cbe6170bf9", + "sha256:11ff401951b5ac8c0701a804f503d72c048173208490c54ebb8d7bb7c07a6d00", + "sha256:14a5cef795ae3e28fb504b73e797c1800e9249f950e1c964bb6bdc8d77871161", + "sha256:16eef427c51cb1203a7c0ab59d1b8abccaba9a4f58c4bfca6ed278fc896dc193", + "sha256:16ef7dd5b7d17495404a2e7a49bac1bc13d6d20c16d11f4133c757dd94c4144c", + "sha256:181754275d5d32487431a0a29add4f897968b7157204bc1eaaf0a0ce80c5ba7d", + "sha256:1cf63243bc5f5c19762943b0aa9e0d3fb3723d0c514d820a18a9b9a5ef864315", + "sha256:1cfe6fef507f8bac40f009c85c7eddfed88c1c0d38c75e72fe10476cef94e10f", + "sha256:1fef737fd1388f9b93bba8808c5f63058113c10f4e3c0763ced68431773f72f9", + "sha256:25b358aaa7dba5891b05968dd539f5856d69f522b6de0bf34e61f133e077c1a4", + "sha256:26f602e380a5132880fa245c92030abb0fc6ff34e0c5500600366cedc6adb06a", + "sha256:28e164722ea0df0cf6d48c4d5bdf3d19e87aaa6dfb39b0ba91153f224b912020", + "sha256:2de5b931701257d50771a032bba4e448ff958076380b049fd36ed8738fdb375b", + "sha256:3457f8cf86deb6ce1ba67e120f1b0128fcba1332a180722756597253c465fc1d", + "sha256:351686ca020d1bcd238596b1fa5c8efcbc21bffda9d0efe237aaa60348421e2a", + "sha256:406aeb340613b4b559db78d86864485f68919b7141dec82aba24d1477fd2976f", + "sha256:41de4db9b9501679cf7cddc16d07ac0f10ef7eb58c525a1c8cbff43022bddca4", + "sha256:41f62468af1bd4e4b42b5508a3fe8cc46a693f0cdd0ca2f443f51f207893d837", + "sha256:4766632cd8a68e4f10f156a12c9acd7b1609941525569dd3636d859d79279ed3", + "sha256:47b2848e464883d0bbdcd9493c67443e5e695a84694efff0476f9059b4cb6257", + "sha256:4a495c3d513573b0b3f935bfa887a85d9ae09f0627cf47cad17d0cc9b9ba5c38", + "sha256:4ad065b2ebd09f32511ff2be35c5dfafee6192978b5a1e9d279a5c6e121e3b03", + "sha256:4c457220468d734e3077580a3642b7f682f5fd9507f17ddf1029452450912cdc", + "sha256:4f52d0732e56906f8ddea4bd856192984650282424049c956857fed43697ea43", + "sha256:54a1e09ab7a69f843cd28fefd2bcaf23edb9e3a8d7680032c8968b8ac934587d", + "sha256:5a72eecf37eface331636951249d878750db84034927c997d47f7f78a573b72b", + "sha256:5df31bb2b974f379d230a25943d9bf0d3bc666b4b0807394b131a28fca2b0e5f", + "sha256:66a518731a21a55b7d3e087b430f1956a36793acc15912e2878431c7aec54210", + "sha256:6790b8d96bbb74b7a6f4594b6f131bd23056c25f2aa5d816bd177d95245a30e3", + "sha256:68201be60ac56aff972dc18085800b6ee07973c49103a8aba669dee3d71079de", + "sha256:6e105013fa84623c057a4381dc8ea0361f4d682c11f3816cc80f49a1f3bc17c6", + "sha256:705c184b77565955a99dc360f359e8249580c6b7eaa4dc0227caa861ef46b27a", + "sha256:72cfbeab7a920ea9e74b19aa0afe3b4ad9c89471e3badc985d08756efa9b813b", + "sha256:735f386ec522e384f511614c01d2ef9cf799f051353876b4c6fb93ef67a6d1ee", + "sha256:82d22f6e6f2916e837c91c860140ef9947e31194c82aaeda843d6551cec92f19", + "sha256:83334e84a290a158c0c4cc4d22e8c7cfe0bba5b76d37f1c2509dabd22acafe15", + "sha256:84e97f59211b5b9083a2e7a45abf91cfb441369e8bb6d1f5287382c1c526def3", + "sha256:87521e32e18a2223311afc2492ef2d99946337da0779ddcda77b82ee7319df59", + "sha256:878ebe074839d649a1cdb03a61077d05760624f36d196884a5cafb12290e187b", + "sha256:89fdfc84c6bf0bff2ff3170bb34ecba8a6911b260d318d377171429c4be18c73", + "sha256:8b4c7665a17c3a5430edb663e4ad4e1ad457614d1b2f2b7f87052e2ef4fa45ca", + "sha256:8b54cdd2fda15467b9b0bfa78cee2ddf6dbb4585ef23a16e14926f4b076dfae4", + "sha256:94728f97ddf603d23c8c3dd5cae2644fa12d33116e69f49b1644a71bb77b89ae", + "sha256:954b154a4533ef28bd3e83ffdf4eadf39deeda9e38fb8feaf066d6069885e034", + "sha256:977a1438d0e0d96573fd679d291a1542097ea9f4918a8b6494b06610dfeefbf9", + "sha256:9ade70aea559ca98f4b1b1e5650c45678052e76a8ab2f76d90f2ac64180215a2", + "sha256:9b6e21e5770df2dea06cb7b6323fbc008b13c4a4e3b52cb54685276479ee7676", + "sha256:a0d3ffa8772464441b52489b985d46001e2853a3b082c655ec5fad9fb6a3d618", + "sha256:a37594ad6356e50073fe4f60aa4187b97d15329f2138124d252a5a19c8553ea4", + "sha256:a8d86547a5e98d9edd47c432f7a14b0c5592624b496ae9880fb6332f34af1edc", + "sha256:aa44c4740b4e23fcfa259e9dd52315d2b1770064cde9507457e4c4a65a04c397", + "sha256:acc4614e8d1feb9f46dd829a8e771b8f5c4b1051365d02efb27a3229048ade8a", + "sha256:af2a51c8a381d76eabb76f228f565ed4c3701441ecec101dd18be70ebd483cfd", + "sha256:b2ae2f5e9fa10805fb1c9adbfefaaecedd9e31849434be462c3960a0139ed729", + "sha256:b46f997d5ed6d222a863b02cdc9c299101ee27974d9bbb2fd1b3c8441311c408", + "sha256:bc93f5f62df3bdc1f677066327fc81f92b83644852a31c6aa9b32c2dde86ea7d", + "sha256:bfbaa08cf1452acad9cb1c1d7b89394a41e712f88df522cea1a0f296b57782a0", + "sha256:c1e8e9033d34c2c9e186e58279879d78c94dd365068a3607af33f2bc99357a53", + "sha256:c5328ed53fdb0a73c8a50105306a3bc013e5ca36cca714ec4f7bd31d38d8a97f", + "sha256:c6a9d84ee6427b65a81fc24e6ef589cb794009f5ca4150151251c062773e7ed2", + "sha256:c98d3c04701773ad60d9545cd96df94d955329efc7743fdb96422c4b669c633b", + "sha256:cb3957c39668d10e2b486acc85f94153520a23263b6401e8f59422ef65b9520d", + "sha256:e63ad0beef6ece06475d29f47d1f2f29727805376e09850ebf64f90777962792", + "sha256:e74f8b4d8677ebb4015ac01fcaf05f34e8a1f22775db1f304f497f2f88fdc697", + "sha256:e7d0dd3e727c70c2680f5f09a0775525229809f1a35d8552b92ff10b2b14f2c2", + "sha256:ec6cf345771cdb00791d271af9a0a6fbfc2b6dd44cb753f1eeaa256e21622adb", + "sha256:ed58803563a8c87cf4c0771366cf0ad1aa265b6b0ae54cbbb53013480c7ad74d", + "sha256:f0081a623c886197ff8de9e635528fd7e6a387dccef432149e25c13946cb0cd0", + "sha256:f025f1d6825725b09c0038775acab9ae94264453a696cc797ce20c0769a7b367", + "sha256:f5f3b2942c3b8b9bfe76b408bbaba3d3bb305ee3693e8b1d631fe0a0d4f93673", + "sha256:fbd4844ff111449f3bbe20ba24fbb906b5b1c2384d0f3287c9f7da2354ce6d23" + ], + "version": "==1.2.0" + }, + "fsspec": { + "hashes": [ + "sha256:7164a488f3f5bf6a0fb39674978b756dda84e011a5db411a79791b7c38a36ff7", + "sha256:c245626e3cb8de5cd91485840b215a385fa6f2b0f6ab87978305e99e2d842753" + ], + "version": "==2021.10.1" + }, + "fuzzywuzzy": { + "hashes": [ + "sha256:45016e92264780e58972dca1b3d939ac864b78437422beecebb3095f8efd00e8", + "sha256:928244b28db720d1e0ee7587acf660ea49d7e4c632569cad4f1cd7e68a5f0993" + ], + "version": "==0.18.0" + }, + "huggingface-hub": { + "hashes": [ + "sha256:5e82637698a27f2e879a538acf02dc56a4931781f40f8441e01001c5f0026b18", + "sha256:821c8707cf7fe4b31cdccadb7ca4bac3affa47378e54426bde73edcbc5d10225" + ], + "version": "==0.1.0" + }, + "identify": { + "hashes": [ + "sha256:b9ffbeb7ed87e96ce017c66b80ca04fda3adbceb5c74e54fc7d99281d27d0859", + "sha256:ffab539d9121b386ffdea84628ff3eefda15f520f392ce11b393b0a909632cdf" + ], + "version": "==2.3.3" + }, + "idna": { + "hashes": [ + "sha256:84d9dd047ffa80596e0f246e2eab0b391788b0503584e8945f2368256d2735ff", + "sha256:9d643ff0a55b762d5cdb124b8eaa99c66322e2157b69160bc32796e824360e6d" + ], + "version": "==3.3" + }, + "joblib": { + "hashes": [ + "sha256:4158fcecd13733f8be669be0683b96ebdbbd38d23559f54dca7205aea1bf1e35", + "sha256:f21f109b3c7ff9d95f8387f752d0d9c34a02aa2f7060c2135f465da0e5160ff6" + ], + "version": "==1.1.0" + }, + "jsonlines": { + "hashes": [ + "sha256:6fdd03104c9a421a1ba587a121aaac743bf02d8f87fa9cdaa3b852249a241fe8", + "sha256:bfb043d4e25fd894dca67b1f2adf014e493cb65d0f18b3a74a98bfcd97c3d983" + ], + "version": "==2.0.0" + }, + "meerkat-ml": { + "hashes": [ + "sha256:78610f105ac8226eed2fe125de186a2c593af348c9fc0dfb57d3dd5e7adcf743", + "sha256:c1ced1385675d1d8cd3f2b5ff75d445a91647d63dd9317610144fd3e5b1bf506" + ], + "version": "==0.2.1" + }, + "multidict": { + "hashes": [ + "sha256:06560fbdcf22c9387100979e65b26fba0816c162b888cb65b845d3def7a54c9b", + "sha256:067150fad08e6f2dd91a650c7a49ba65085303fcc3decbd64a57dc13a2733031", + "sha256:0a2cbcfbea6dc776782a444db819c8b78afe4db597211298dd8b2222f73e9cd0", + "sha256:0dd1c93edb444b33ba2274b66f63def8a327d607c6c790772f448a53b6ea59ce", + "sha256:0fed465af2e0eb6357ba95795d003ac0bdb546305cc2366b1fc8f0ad67cc3fda", + "sha256:116347c63ba049c1ea56e157fa8aa6edaf5e92925c9b64f3da7769bdfa012858", + "sha256:1b4ac3ba7a97b35a5ccf34f41b5a8642a01d1e55454b699e5e8e7a99b5a3acf5", + "sha256:1c7976cd1c157fa7ba5456ae5d31ccdf1479680dc9b8d8aa28afabc370df42b8", + "sha256:246145bff76cc4b19310f0ad28bd0769b940c2a49fc601b86bfd150cbd72bb22", + "sha256:25cbd39a9029b409167aa0a20d8a17f502d43f2efebfe9e3ac019fe6796c59ac", + "sha256:28e6d883acd8674887d7edc896b91751dc2d8e87fbdca8359591a13872799e4e", + "sha256:2d1d55cdf706ddc62822d394d1df53573d32a7a07d4f099470d3cb9323b721b6", + "sha256:2e77282fd1d677c313ffcaddfec236bf23f273c4fba7cdf198108f5940ae10f5", + "sha256:32fdba7333eb2351fee2596b756d730d62b5827d5e1ab2f84e6cbb287cc67fe0", + "sha256:35591729668a303a02b06e8dba0eb8140c4a1bfd4c4b3209a436a02a5ac1de11", + "sha256:380b868f55f63d048a25931a1632818f90e4be71d2081c2338fcf656d299949a", + "sha256:3822c5894c72e3b35aae9909bef66ec83e44522faf767c0ad39e0e2de11d3b55", + "sha256:38ba256ee9b310da6a1a0f013ef4e422fca30a685bcbec86a969bd520504e341", + "sha256:3bc3b1621b979621cee9f7b09f024ec76ec03cc365e638126a056317470bde1b", + "sha256:3d2d7d1fff8e09d99354c04c3fd5b560fb04639fd45926b34e27cfdec678a704", + "sha256:517d75522b7b18a3385726b54a081afd425d4f41144a5399e5abd97ccafdf36b", + "sha256:5f79c19c6420962eb17c7e48878a03053b7ccd7b69f389d5831c0a4a7f1ac0a1", + "sha256:5f841c4f14331fd1e36cbf3336ed7be2cb2a8f110ce40ea253e5573387db7621", + "sha256:637c1896497ff19e1ee27c1c2c2ddaa9f2d134bbb5e0c52254361ea20486418d", + "sha256:6ee908c070020d682e9b42c8f621e8bb10c767d04416e2ebe44e37d0f44d9ad5", + "sha256:77f0fb7200cc7dedda7a60912f2059086e29ff67cefbc58d2506638c1a9132d7", + "sha256:7878b61c867fb2df7a95e44b316f88d5a3742390c99dfba6c557a21b30180cac", + "sha256:78c106b2b506b4d895ddc801ff509f941119394b89c9115580014127414e6c2d", + "sha256:8b911d74acdc1fe2941e59b4f1a278a330e9c34c6c8ca1ee21264c51ec9b67ef", + "sha256:93de39267c4c676c9ebb2057e98a8138bade0d806aad4d864322eee0803140a0", + "sha256:9416cf11bcd73c861267e88aea71e9fcc35302b3943e45e1dbb4317f91a4b34f", + "sha256:94b117e27efd8e08b4046c57461d5a114d26b40824995a2eb58372b94f9fca02", + "sha256:9815765f9dcda04921ba467957be543423e5ec6a1136135d84f2ae092c50d87b", + "sha256:98ec9aea6223adf46999f22e2c0ab6cf33f5914be604a404f658386a8f1fba37", + "sha256:a37e9a68349f6abe24130846e2f1d2e38f7ddab30b81b754e5a1fde32f782b23", + "sha256:a43616aec0f0d53c411582c451f5d3e1123a68cc7b3475d6f7d97a626f8ff90d", + "sha256:a4771d0d0ac9d9fe9e24e33bed482a13dfc1256d008d101485fe460359476065", + "sha256:a5635bcf1b75f0f6ef3c8a1ad07b500104a971e38d3683167b9454cb6465ac86", + "sha256:a9acb76d5f3dd9421874923da2ed1e76041cb51b9337fd7f507edde1d86535d6", + "sha256:ac42181292099d91217a82e3fa3ce0e0ddf3a74fd891b7c2b347a7f5aa0edded", + "sha256:b227345e4186809d31f22087d0265655114af7cda442ecaf72246275865bebe4", + "sha256:b61f85101ef08cbbc37846ac0e43f027f7844f3fade9b7f6dd087178caedeee7", + "sha256:b70913cbf2e14275013be98a06ef4b412329fe7b4f83d64eb70dce8269ed1e1a", + "sha256:b9aad49466b8d828b96b9e3630006234879c8d3e2b0a9d99219b3121bc5cdb17", + "sha256:baf1856fab8212bf35230c019cde7c641887e3fc08cadd39d32a421a30151ea3", + "sha256:bd6c9c50bf2ad3f0448edaa1a3b55b2e6866ef8feca5d8dbec10ec7c94371d21", + "sha256:c1ff762e2ee126e6f1258650ac641e2b8e1f3d927a925aafcfde943b77a36d24", + "sha256:c30ac9f562106cd9e8071c23949a067b10211917fdcb75b4718cf5775356a940", + "sha256:c9631c642e08b9fff1c6255487e62971d8b8e821808ddd013d8ac058087591ac", + "sha256:cdd68778f96216596218b4e8882944d24a634d984ee1a5a049b300377878fa7c", + "sha256:ce8cacda0b679ebc25624d5de66c705bc53dcc7c6f02a7fb0f3ca5e227d80422", + "sha256:cfde464ca4af42a629648c0b0d79b8f295cf5b695412451716531d6916461628", + "sha256:d3def943bfd5f1c47d51fd324df1e806d8da1f8e105cc7f1c76a1daf0f7e17b0", + "sha256:d9b668c065968c5979fe6b6fa6760bb6ab9aeb94b75b73c0a9c1acf6393ac3bf", + "sha256:da7d57ea65744d249427793c042094c4016789eb2562576fb831870f9c878d9e", + "sha256:dc3a866cf6c13d59a01878cd806f219340f3e82eed514485e094321f24900677", + "sha256:df23c83398715b26ab09574217ca21e14694917a0c857e356fd39e1c64f8283f", + "sha256:dfc924a7e946dd3c6360e50e8f750d51e3ef5395c95dc054bc9eab0f70df4f9c", + "sha256:e4a67f1080123de76e4e97a18d10350df6a7182e243312426d508712e99988d4", + "sha256:e5283c0a00f48e8cafcecadebfa0ed1dac8b39e295c7248c44c665c16dc1138b", + "sha256:e58a9b5cc96e014ddf93c2227cbdeca94b56a7eb77300205d6e4001805391747", + "sha256:e6453f3cbeb78440747096f239d282cc57a2997a16b5197c9bc839099e1633d0", + "sha256:e6c4fa1ec16e01e292315ba76eb1d012c025b99d22896bd14a66628b245e3e01", + "sha256:e7d81ce5744757d2f05fc41896e3b2ae0458464b14b5a2c1e87a6a9d69aefaa8", + "sha256:ea21d4d5104b4f840b91d9dc8cbc832aba9612121eaba503e54eaab1ad140eb9", + "sha256:ecc99bce8ee42dcad15848c7885197d26841cb24fa2ee6e89d23b8993c871c64", + "sha256:f0bb0973f42ffcb5e3537548e0767079420aefd94ba990b61cf7bb8d47f4916d", + "sha256:f19001e790013ed580abfde2a4465388950728861b52f0da73e8e8a9418533c0", + "sha256:f76440e480c3b2ca7f843ff8a48dc82446b86ed4930552d736c0bac507498a52", + "sha256:f9bef5cff994ca3026fcc90680e326d1a19df9841c5e3d224076407cc21471a1", + "sha256:fc66d4016f6e50ed36fb39cd287a3878ffcebfa90008535c62e0e90a7ab713ae", + "sha256:fd77c8f3cba815aa69cb97ee2b2ef385c7c12ada9c734b0f3b32e26bb88bbf1d" + ], + "version": "==5.2.0" + }, + "multiprocess": { + "hashes": [ + "sha256:0e0a5ae4bd84e4c22baddf824d3b8168214f8c1cce51e2cb080421cb1f7b04d1", + "sha256:206bb9b97b73f87fec1ed15a19f8762950256aa84225450abc7150d02855a083", + "sha256:35d41e410ca2a32977a483ae1f40f86b193b45cecf85567c2fae402fb8bf172e", + "sha256:6aa67e805e50b6e9dfc56dd0f0c85ac3409e6791d4ec5405c5f9bc0a47d745a4", + "sha256:6f812a1d3f198b7cacd63983f60e2dc1338bd4450893f90c435067b5a3127e6f", + "sha256:85941e650c277af44fc82e3e97faacb920e5ce3615238b540cbad4012d6f60e9", + "sha256:916a314a1e0f3454033d59672ba6181fa45948ab1091d68cdd479258576e7b27", + "sha256:9a02237eae21975155c816883479f72e239d16823a6bc063173d59acec9bcf41", + "sha256:a9f58945edb234591684c0a181b744a3231643814ef3a8f47cea9a2073b4b2bb", + "sha256:b3f866f7d9c7acc1a9cb1b6063a29f5cb140ff545b35b71fd4bfdac6f19d75fa", + "sha256:be3ad3eaf204abc646d85e70e41244f66d88200628a0ab867c8fc206b97cedbf", + "sha256:c85ffc38c50c5a4f32f3f3c1a284725b7b5040188f254eba6e572c53d3da525b", + "sha256:f12a939cd2f01d0a900e7ef2aaee3c351a49fd2297d7f760b537af22727561b8" + ], + "version": "==0.70.12.2" + }, + "nodeenv": { + "hashes": [ + "sha256:3ef13ff90291ba2a4a7a4ff9a979b63ffdd00a464dbe04acf0ea6471517a4c2b", + "sha256:621e6b7076565ddcacd2db0294c0381e01fd28945ab36bcf00f41c5daf63bef7" + ], + "version": "==1.6.0" + }, + "numpy": { + "hashes": [ + "sha256:0b78ecfa070460104934e2caf51694ccd00f37d5e5dbe76f021b1b0b0d221823", + "sha256:1247ef28387b7bb7f21caf2dbe4767f4f4175df44d30604d42ad9bd701ebb31f", + "sha256:1403b4e2181fc72664737d848b60e65150f272fe5a1c1cbc16145ed43884065a", + "sha256:170b2a0805c6891ca78c1d96ee72e4c3ed1ae0a992c75444b6ab20ff038ba2cd", + "sha256:2e4ed57f45f0aa38beca2a03b6532e70e548faf2debbeb3291cfc9b315d9be8f", + "sha256:32fe5b12061f6446adcbb32cf4060a14741f9c21e15aaee59a207b6ce6423469", + "sha256:34f3456f530ae8b44231c63082c8899fe9c983fd9b108c997c4b1c8c2d435333", + "sha256:4c9c23158b87ed0e70d9a50c67e5c0b3f75bcf2581a8e34668d4e9d7474d76c6", + "sha256:5d95668e727c75b3f5088ec7700e260f90ec83f488e4c0aaccb941148b2cd377", + "sha256:615d4e328af7204c13ae3d4df7615a13ff60a49cb0d9106fde07f541207883ca", + "sha256:69077388c5a4b997442b843dbdc3a85b420fb693ec8e33020bb24d647c164fa5", + "sha256:74b85a17528ca60cf98381a5e779fc0264b4a88b46025e6bcbe9621f46bb3e63", + "sha256:81225e58ef5fce7f1d80399575576fc5febec79a8a2742e8ef86d7b03beef49f", + "sha256:8890b3360f345e8360133bc078d2dacc2843b6ee6059b568781b15b97acbe39f", + "sha256:92aafa03da8658609f59f18722b88f0a73a249101169e28415b4fa148caf7e41", + "sha256:9864424631775b0c052f3bd98bc2712d131b3e2cd95d1c0c68b91709170890b0", + "sha256:9e6f5f50d1eff2f2f752b3089a118aee1ea0da63d56c44f3865681009b0af162", + "sha256:a3deb31bc84f2b42584b8c4001c85d1934dbfb4030827110bc36bfd11509b7bf", + "sha256:ad010846cdffe7ec27e3f933397f8a8d6c801a48634f419e3d075db27acf5880", + "sha256:b1e2312f5b8843a3e4e8224b2b48fe16119617b8fc0a54df8f50098721b5bed2", + "sha256:bc988afcea53e6156546e5b2885b7efab089570783d9d82caf1cfd323b0bb3dd", + "sha256:c449eb870616a7b62e097982c622d2577b3dbc800aaf8689254ec6e0197cbf1e", + "sha256:c74c699b122918a6c4611285cc2cad4a3aafdb135c22a16ec483340ef97d573c", + "sha256:c885bfc07f77e8fee3dc879152ba993732601f1f11de248d4f357f0ffea6a6d4", + "sha256:e3c3e990274444031482a31280bf48674441e0a5b55ddb168f3a6db3e0c38ec8", + "sha256:e4799be6a2d7d3c33699a6f77201836ac975b2e1b98c2a07f66a38f499cb50ce", + "sha256:e6c76a87633aa3fa16614b61ccedfae45b91df2767cf097aa9c933932a7ed1e0", + "sha256:e89717274b41ebd568cd7943fc9418eeb49b1785b66031bc8a7f6300463c5898", + "sha256:f5162ec777ba7138906c9c274353ece5603646c6965570d82905546579573f73", + "sha256:fde96af889262e85aa033f8ee1d3241e32bf36228318a61f1ace579df4e8170d" + ], + "version": "==1.21.4" + }, + "omegaconf": { + "hashes": [ + "sha256:be93d73eaa2564fbe52d88ee13e3b79f4c6e04876b2f326551a21391f7dc6367", + "sha256:c65e05530369484e074a24038fe31812c73561aa9d916abfd1209e4073136ae5" + ], + "version": "==2.1.1" + }, + "packaging": { + "hashes": [ + "sha256:096d689d78ca690e4cd8a89568ba06d07ca097e3306a4381635073ca91479966", + "sha256:14317396d1e8cdb122989b916fa2c7e9ca8e2be9e8060a6eff75b6b7b4d8a7e0" + ], + "version": "==21.2" + }, + "pandas": { + "hashes": [ + "sha256:003ba92db58b71a5f8add604a17a059f3068ef4e8c0c365b088468d0d64935fd", + "sha256:10e10a2527db79af6e830c3d5842a4d60383b162885270f8cffc15abca4ba4a9", + "sha256:22808afb8f96e2269dcc5b846decacb2f526dd0b47baebc63d913bf847317c8f", + "sha256:2d1dc09c0013d8faa7474574d61b575f9af6257ab95c93dcf33a14fd8d2c1bab", + "sha256:35c77609acd2e4d517da41bae0c11c70d31c87aae8dd1aabd2670906c6d2c143", + "sha256:372d72a3d8a5f2dbaf566a5fa5fa7f230842ac80f29a931fb4b071502cf86b9a", + "sha256:42493f8ae67918bf129869abea8204df899902287a7f5eaf596c8e54e0ac7ff4", + "sha256:4acc28364863127bca1029fb72228e6f473bb50c32e77155e80b410e2068eeac", + "sha256:5298a733e5bfbb761181fd4672c36d0c627320eb999c59c65156c6a90c7e1b4f", + "sha256:5ba0aac1397e1d7b654fccf263a4798a9e84ef749866060d19e577e927d66e1b", + "sha256:9707bdc1ea9639c886b4d3be6e2a45812c1ac0c2080f94c31b71c9fa35556f9b", + "sha256:a2aa18d3f0b7d538e21932f637fbfe8518d085238b429e4790a35e1e44a96ffc", + "sha256:a388960f979665b447f0847626e40f99af8cf191bce9dc571d716433130cb3a7", + "sha256:a51528192755f7429c5bcc9e80832c517340317c861318fea9cea081b57c9afd", + "sha256:b528e126c13816a4374e56b7b18bfe91f7a7f6576d1aadba5dee6a87a7f479ae", + "sha256:c1aa4de4919358c5ef119f6377bc5964b3a7023c23e845d9db7d9016fa0c5b1c", + "sha256:c2646458e1dce44df9f71a01dc65f7e8fa4307f29e5c0f2f92c97f47a5bf22f5", + "sha256:c2f44425594ae85e119459bb5abb0748d76ef01d9c08583a667e3339e134218e", + "sha256:d47750cf07dee6b55d8423471be70d627314277976ff2edd1381f02d52dbadf9", + "sha256:d99d2350adb7b6c3f7f8f0e5dfb7d34ff8dd4bc0a53e62c445b7e43e163fce63", + "sha256:dd324f8ee05925ee85de0ea3f0d66e1362e8c80799eb4eb04927d32335a3e44a", + "sha256:eaca36a80acaacb8183930e2e5ad7f71539a66805d6204ea88736570b2876a7b", + "sha256:f567e972dce3bbc3a8076e0b675273b4a9e8576ac629149cf8286ee13c259ae5", + "sha256:fe48e4925455c964db914b958f6e7032d285848b7538a5e1b19aeb26ffaea3ec" + ], + "version": "==1.3.4" + }, + "platformdirs": { + "hashes": [ + "sha256:367a5e80b3d04d2428ffa76d33f124cf11e8fff2acdaa9b43d545f5c7d661ef2", + "sha256:8868bbe3c3c80d42f20156f22e7131d2fb321f5bc86a2a345375c6481a67021d" + ], + "version": "==2.4.0" + }, + "pre-commit": { + "hashes": [ + "sha256:3c25add78dbdfb6a28a651780d5c311ac40dd17f160eb3954a0c59da40a505a7", + "sha256:a4ed01000afcb484d9eb8d504272e642c4c4099bbad3a6b27e519bd6a3e928a6" + ], + "version": "==2.15.0" + }, + "progressbar": { + "hashes": [ + "sha256:5d81cb529da2e223b53962afd6c8ca0f05c6670e40309a7219eacc36af9b6c63" + ], + "version": "==2.5" + }, + "pyarrow": { + "hashes": [ + "sha256:004185e0babc6f3c3fba6ba4f106e406a0113d0f82bb9ad9a8571a1978c45d04", + "sha256:0204e80777ab8f4e9abd3a765a8ec07ed1e3c4630bacda50d2ce212ef0f3826f", + "sha256:072c1a0fca4509eefd7d018b78542fb7e5c63aaf5698f1c0a6e45628ae17ba44", + "sha256:15dc0d673d3f865ca63c877bd7a2eced70b0a08969fb733a28247134b8a1f18b", + "sha256:1c38263ea438a1666b13372e7565450cfeec32dbcd1c2595749476a58465eaec", + "sha256:281ce5fa03621d786a9beb514abb09846db7f0221b50eabf543caa24037eaacd", + "sha256:2d2c681659396c745e4f1988d5dd41dcc3ad557bb8d4a8c2e44030edafc08a91", + "sha256:376c4b5f248ae63df21fe15c194e9013753164be2d38f4b3fb8bde63ac5a1958", + "sha256:465f87fa0be0b2928b2beeba22b5813a0203fb05d90fd8563eea48e08ecc030e", + "sha256:477c746ef42c039348a288584800e299456c80c5691401bb9b19aa9c02a427b7", + "sha256:5144bd9db2920c7cb566c96462d62443cc239104f94771d110f74393f2fb42a2", + "sha256:5408fa8d623e66a0445f3fb0e4027fd219bf99bfb57422d543d7b7876e2c5b55", + "sha256:5be62679201c441356d3f2a739895dcc8d4d299f2a6eabcd2163bfb6a898abba", + "sha256:5c666bc6a1cebf01206e2dc1ab05f25f39f35d3a499e0ef5cd635225e07306ca", + "sha256:6163d82cca7541774b00503c295fe86a1722820eddb958b57f091bb6f5b0a6db", + "sha256:6a1d9a2f4ee812ed0bd4182cabef99ea914ac297274f0de086f2488093d284ef", + "sha256:7a683f71b848eb6310b4ec48c0def55dac839e9994c1ac874c9b2d3d5625def1", + "sha256:82fe80309e01acf29e3943a1f6d3c98ec109fe1d356bc1ac37d639bcaadcf684", + "sha256:8c23f8cdecd3d9e49f9b0f9a651ae5549d1d32fd4901fb1bdc2d327edfba844f", + "sha256:8d41dfb09ba9236cca6245f33088eb42f3c54023da281139241e0f9f3b4b754e", + "sha256:a19e58dfb04e451cd8b7bdec3ac8848373b95dfc53492c9a69789aa9074a3c1b", + "sha256:a50d2f77b86af38ceabf45617208b9105d20e7a5eebc584e7c8c0acededd82ce", + "sha256:a5bed4f948c032c40597302e9bdfa65f62295240306976ecbe43a54924c6f94f", + "sha256:ac941a147d14993987cc8b605b721735a34b3e54d167302501fb4db1ad7382c7", + "sha256:b86d175262db1eb46afdceb36d459409eb6f8e532d3dec162f8bf572c7f57623", + "sha256:bf3400780c4d3c9cb43b1e8a1aaf2e1b7199a0572d0a645529d2784e4d0d8497", + "sha256:c7a6e7e0bf8779e9c3428ced85507541f3da9a0675e2f4781d4eb2c7042cbf81", + "sha256:cc1d4a70efd583befe92d4ea6f74ed2e0aa31ccdde767cd5cae8e77c65a1c2d4", + "sha256:d046dc78a9337baa6415be915c5a16222505233e238a1017f368243c89817eea", + "sha256:da7860688c33ca88ac05f1a487d32d96d9caa091412496c35f3d1d832145675a", + "sha256:ddf2e6e3b321adaaf716f2d5af8e92d205a9671e0cb7c0779710a567fd1dd580", + "sha256:e81508239a71943759cee272ce625ae208092dd36ef2c6713fccee30bbcf52bb", + "sha256:ea64a48a85c631eb2a0ea13ccdec5143c85b5897836b16331ee4289d27a57247", + "sha256:ed0be080cf595ea15ff1c9ff4097bbf1fcc4b50847d98c0a3c0412fbc6ede7e9", + "sha256:fb701ec4a94b92102606d4e88f0b8eba34f09a5ad8e014eaa4af76f42b7f62ae", + "sha256:fbda7595f24a639bcef3419ecfac17216efacb09f7b0f1b4c4c97f900d65ca0e" + ], + "version": "==6.0.0" + }, + "pyparsing": { + "hashes": [ + "sha256:c203ec8783bf771a155b207279b9bccb8dea02d8f0c9e5f8ead507bc3246ecc1", + "sha256:ef9d7589ef3c200abe66653d3f1ab1033c3c419ae9b9bdb1240a85b024efc88b" + ], + "version": "==2.4.7" + }, + "python-dateutil": { + "hashes": [ + "sha256:0123cacc1627ae19ddf3c27a5de5bd67ee4586fbdd6440d9748f8abb483d3e86", + "sha256:961d03dc3453ebbc59dbdea9e4e11c5651520a876d0f4db161e8674aae935da9" + ], + "version": "==2.8.2" + }, + "pytz": { + "hashes": [ + "sha256:3672058bc3453457b622aab7a1c3bfd5ab0bdae451512f6cf25f64ed37f5b87c", + "sha256:acad2d8b20a1af07d4e4c9d2e9285c5ed9104354062f275f3fcd88dcef4f1326" + ], + "version": "==2021.3" + }, + "pyyaml": { + "hashes": [ + "sha256:0283c35a6a9fbf047493e3a0ce8d79ef5030852c51e9d911a27badfde0605293", + "sha256:055d937d65826939cb044fc8c9b08889e8c743fdc6a32b33e2390f66013e449b", + "sha256:07751360502caac1c067a8132d150cf3d61339af5691fe9e87803040dbc5db57", + "sha256:0b4624f379dab24d3725ffde76559cff63d9ec94e1736b556dacdfebe5ab6d4b", + "sha256:0ce82d761c532fe4ec3f87fc45688bdd3a4c1dc5e0b4a19814b9009a29baefd4", + "sha256:1e4747bc279b4f613a09eb64bba2ba602d8a6664c6ce6396a4d0cd413a50ce07", + "sha256:213c60cd50106436cc818accf5baa1aba61c0189ff610f64f4a3e8c6726218ba", + "sha256:231710d57adfd809ef5d34183b8ed1eeae3f76459c18fb4a0b373ad56bedcdd9", + "sha256:277a0ef2981ca40581a47093e9e2d13b3f1fbbeffae064c1d21bfceba2030287", + "sha256:2cd5df3de48857ed0544b34e2d40e9fac445930039f3cfe4bcc592a1f836d513", + "sha256:40527857252b61eacd1d9af500c3337ba8deb8fc298940291486c465c8b46ec0", + "sha256:473f9edb243cb1935ab5a084eb238d842fb8f404ed2193a915d1784b5a6b5fc0", + "sha256:48c346915c114f5fdb3ead70312bd042a953a8ce5c7106d5bfb1a5254e47da92", + "sha256:50602afada6d6cbfad699b0c7bb50d5ccffa7e46a3d738092afddc1f9758427f", + "sha256:68fb519c14306fec9720a2a5b45bc9f0c8d1b9c72adf45c37baedfcd949c35a2", + "sha256:77f396e6ef4c73fdc33a9157446466f1cff553d979bd00ecb64385760c6babdc", + "sha256:819b3830a1543db06c4d4b865e70ded25be52a2e0631ccd2f6a47a2822f2fd7c", + "sha256:897b80890765f037df3403d22bab41627ca8811ae55e9a722fd0392850ec4d86", + "sha256:98c4d36e99714e55cfbaaee6dd5badbc9a1ec339ebfc3b1f52e293aee6bb71a4", + "sha256:9df7ed3b3d2e0ecfe09e14741b857df43adb5a3ddadc919a2d94fbdf78fea53c", + "sha256:9fa600030013c4de8165339db93d182b9431076eb98eb40ee068700c9c813e34", + "sha256:a80a78046a72361de73f8f395f1f1e49f956c6be882eed58505a15f3e430962b", + "sha256:b3d267842bf12586ba6c734f89d1f5b871df0273157918b0ccefa29deb05c21c", + "sha256:b5b9eccad747aabaaffbc6064800670f0c297e52c12754eb1d976c57e4f74dcb", + "sha256:c5687b8d43cf58545ade1fe3e055f70eac7a5a1a0bf42824308d868289a95737", + "sha256:cba8c411ef271aa037d7357a2bc8f9ee8b58b9965831d9e51baf703280dc73d3", + "sha256:d15a181d1ecd0d4270dc32edb46f7cb7733c7c508857278d3d378d14d606db2d", + "sha256:d4db7c7aef085872ef65a8fd7d6d09a14ae91f691dec3e87ee5ee0539d516f53", + "sha256:d4eccecf9adf6fbcc6861a38015c2a64f38b9d94838ac1810a9023a0609e1b78", + "sha256:d67d839ede4ed1b28a4e8909735fc992a923cdb84e618544973d7dfc71540803", + "sha256:daf496c58a8c52083df09b80c860005194014c3698698d1a57cbcfa182142a3a", + "sha256:e61ceaab6f49fb8bdfaa0f92c4b57bcfbea54c09277b1b4f7ac376bfb7a7c174", + "sha256:f84fbc98b019fef2ee9a1cb3ce93e3187a6df0b2538a651bfb890254ba9f90b5" + ], + "version": "==6.0" + }, + "requests": { + "hashes": [ + "sha256:6c1246513ecd5ecd4528a0906f910e8f0f9c6b8ec72030dc9fd154dc1a6efd24", + "sha256:b8aa58f8cf793ffd8782d3d8cb19e66ef36f7aba4353eec859e74678b01b07a7" + ], + "version": "==2.26.0" + }, + "scikit-learn": { + "hashes": [ + "sha256:02aee3b257617da0ec98dee9572b10523dc00c25b68c195ddf100c1a93b1854b", + "sha256:059c5be0c0365321ddbcac7abf0db806fad8ecb64ee6c7cbcd58313c7d61634d", + "sha256:116e05fd990d9b363fc29bd3699ec2117d7da9088f6ca9a90173b240c5a063f1", + "sha256:11a57405c1c3514227d0c6a0bee561c94cd1284b41e236f7a1d76b3975f77593", + "sha256:32d941f12fd7e245f01da2b82943c5ce6f1133fa5375eb80caa51457532b3e7e", + "sha256:46248cc6a8b72490f723c73ff2e65e62633d14cafe9d2df3a7b3f87d332a6f7e", + "sha256:515b227f01f569145dc9f86e56f4cea9f00a613fc4d074bbfc0a92ca00bff467", + "sha256:538f3a85c4980c7572f3e754f0ba8489363976ef3e7f6a94e8f1af5ae45f6f6a", + "sha256:53bb7c605427ab187869d7a05cd3f524a3015a90e351c1788fc3a662e7f92b69", + "sha256:59b1d6df8724003fa16b7365a3b43449ee152aa6e488dd7a19f933640bb2d7fb", + "sha256:62ce4e3ddb6e6e9dcdb3e5ac7f0575dbaf56f79ce2b2edee55192b12b52df5be", + "sha256:648f4dbfdd0a1b45bf6e2e4afe3f431774c55dee05e2d28f8394d6648296f373", + "sha256:944f47b2d881b9d24aee40d643bfdc4bd2b6dc3d25b62964411c6d8882f940a1", + "sha256:a51fdbc116974d9715957366df73e5ec6f0a7a2afa017864c2e5f5834e6f494d", + "sha256:a800665527c1a63f7395a0baae3c89b0d97b54d2c23769c1c9879061bb80bc19", + "sha256:ac2ca9dbb754d61cfe1c83ba8483498ef951d29b93ec09d6f002847f210a99da", + "sha256:bd78a2442c948536f677e2744917c37cff014559648102038822c23863741c27", + "sha256:c604a813df8e7d6dfca3ae0db0a8fd7e5dff4ea9d94081ab263c81bf0b61ab4b", + "sha256:c6b9510fd2e1642314efb7aa951a0d05d963f3523e01c30b2dadde2395ebe6b4", + "sha256:ebbe4275556d3c02707bd93ae8b96d9651acd4165126e0ae64b336afa2a6dcb1", + "sha256:ee59da47e18b703f6de17d5d51b16ce086c50969d5a83db5217f0ae9372de232", + "sha256:fb7214103f6c36c1371dd8c166897e3528264a28f2e2e42573ba8c61ed4d7142", + "sha256:fc60e0371e521995a6af2ef3f5d911568506124c272889b318b8b6e497251231", + "sha256:fc75f81571137b39f9b31766e15a0e525331637e7fe8f8000a3fbfba7da3add9", + "sha256:fecb5102f0a36c16c1361ec519a7bb0260776ef40e17393a81f530569c916a7b" + ], + "version": "==1.0.1" + }, + "scipy": { + "hashes": [ + "sha256:2a0eeaab01258e0870c4022a6cd329aef3b7c6c2b606bd7cf7bb2ba9820ae561", + "sha256:3304bd5bc32e00954ac4b3f4cc382ca8824719bf348aacbec6347337d6b125fe", + "sha256:3f52470e0548cdb74fb8ddf06773ffdcca7c97550f903b1c51312ec19243a7f7", + "sha256:4729b41a4cdaf4cd011aeac816b532f990bdf97710cef59149d3e293115cf467", + "sha256:4ee952f39a4a4c7ba775a32b664b1f4b74818548b65f765987adc14bb78f5802", + "sha256:611f9cb459d0707dd8e4de0c96f86e93f61aac7475fcb225e9ec71fecdc5cebf", + "sha256:6b47d5fa7ea651054362561a28b1ccc8da9368a39514c1bbf6c0977a1c376764", + "sha256:71cfc96297617eab911e22216e8a8597703202e95636d9406df9af5c2ac99a2b", + "sha256:787749110a23502031fb1643c55a2236c99c6b989cca703ea2114d65e21728ef", + "sha256:90c07ba5f34f33299a428b0d4fa24c30d2ceba44d63f8385b2b05be460819fcb", + "sha256:a496b42dbcd04ea9924f5e92be63af3d8e0f43a274b769bfaca0a297327d54ee", + "sha256:bc61e3e5ff92d2f32bb263621d54a9cff5e3f7c420af3d1fa122ce2529de2bd9", + "sha256:c9951e3746b68974125e5e3445008a4163dd6d20ae0bbdae22b38cb8951dc11b", + "sha256:d1388fbac9dd591ea630da75c455f4cc637a7ca5ecb31a6b6cef430914749cde", + "sha256:d13f31457f2216e5705304d9f28e2826edf75487410a57aa99263fa4ffd792c2", + "sha256:d648aa85dd5074b1ed83008ae987c3fbb53d68af619fce1dee231f4d8bd40e2f", + "sha256:da9c6b336e540def0b7fd65603da8abeb306c5fc9a5f4238665cbbb5ff95cf58", + "sha256:e101bceeb9e65a90dadbc5ca31283403a2d4667b9c178db29109750568e8d112", + "sha256:efdd3825d54c58df2cc394366ca4b9166cf940a0ebddeb87b6c10053deb625ea" + ], + "version": "==1.7.1" + }, + "semver": { + "hashes": [ + "sha256:ced8b23dceb22134307c1b8abfa523da14198793d9787ac838e70e29e77458d4", + "sha256:fa0fe2722ee1c3f57eac478820c3a5ae2f624af8264cbdf9000c980ff7f75e3f" + ], + "version": "==2.13.0" + }, + "six": { + "hashes": [ + "sha256:1e61c37477a1626458e36f7b1d82aa5c9b094fa4802892072e49de9c60c4c926", + "sha256:8abb2f1d86890a2dfb989f9a77cfcfd3e47c2a354b01111771326f8aa26e0254" + ], + "version": "==1.16.0" + }, + "threadpoolctl": { + "hashes": [ + "sha256:4fade5b3b48ae4b1c30f200b28f39180371104fccc642e039e0f2435ec8cc211", + "sha256:d03115321233d0be715f0d3a5ad1d6c065fe425ddc2d671ca8e45e9fd5d7a52a" + ], + "version": "==3.0.0" + }, + "toml": { + "hashes": [ + "sha256:806143ae5bfb6a3c6e736a764057db0e6a0e05e338b5630894a5f779cabb4f9b", + "sha256:b3bda1d108d5dd99f4a20d24d9c348e91c4db7ab1b749200bded2f839ccbe68f" + ], + "version": "==0.10.2" + }, + "toolz": { + "hashes": [ + "sha256:1bc473acbf1a1db4e72a1ce587be347450e8f08324908b8a266b486f408f04d5", + "sha256:c7a47921f07822fe534fb1c01c9931ab335a4390c782bd28c6bcc7c2f71f3fbf" + ], + "version": "==0.11.1" + }, + "torch": { + "hashes": [ + "sha256:034df0b20603bfc81325094586647302891b9b20be7e36f152c7dd6af00deac1", + "sha256:13e1ffab502aa32d6841a018771b47028d02dbbc685c5b79cfd61db5464dae4e", + "sha256:3c0a942e0df104c80b0eedc30d2a19cdc3d28601bc6e280bf24b2e6255016d3b", + "sha256:4499055547087d7ef7e8a754f09c2c4f1470297ae3e5490363dba66c75501b21", + "sha256:56022b0ce94c54e95a2f63fc5a1494feb1fc3d5c7a9b35a62944651d03edef05", + "sha256:67fc509e207b8e7330f2e76e77800950317d31d035a4d19593db991962afead4", + "sha256:9013002adcb42bac05dcdbf0a03dd9f6bb5d7ab8b9817041c1176a014870786b", + "sha256:ab0cf330714c8f79a837c04784a7a5658b014cf5a4ca527e7b710155ae519cdf", + "sha256:aef7afb62e9b174b4e0e5e1e4a42e3bab3b8490a668d666f62f7d4517559fbf2", + "sha256:b812e8d40d7037748da40bb695bd849e7b2e7faad4cd06df53d2cc4531926fda", + "sha256:ca2c88fa4376e2648785029ab108e6e7abd784eb6535fc6036004b9254f9f7c1", + "sha256:d6185827b285780653cdd81d77a09fdca76a5b190d5986d552be2a5c442cfaa4", + "sha256:d6ef87470b44df9970e84542547d5ba7720bb89616602441df555a39b124e2bc", + "sha256:d82e68302c9b5c76ed585e04d61be0ca2184f70cb8ffeba8610570609ad5d7c9", + "sha256:e01ba5946267014abfdb30248bcdbd457aaa20cff749febe7fc191e5ae096af4", + "sha256:e5822200bf80a1495ad98a2bb41803eeba4a85ce373e35fc65765f7f888f5374", + "sha256:eea16c01af1980ba709c00e8d5e6c09bedb5b30f9fa2085f6a52a78d7dc4e125", + "sha256:eea675ec01ec4b4a0655fd2984f166a5ca3b933dae6ad4eb4e52eba7026dc176" + ], + "version": "==1.10.0" + }, + "tqdm": { + "hashes": [ + "sha256:8dd278a422499cd6b727e6ae4061c40b48fce8b76d1ccbf5d34fca9b7f925b0c", + "sha256:d359de7217506c9851b7869f3708d8ee53ed70a1b8edbba4dbcb47442592920d" + ], + "version": "==4.62.3" + }, + "typing-extensions": { + "hashes": [ + "sha256:49f75d16ff11f1cd258e1b988ccff82a3ca5570217d7ad8c5f48205dd99a677e", + "sha256:d8226d10bc02a29bcc81df19a26e56a9647f8b0a6d4a83924139f4a8b01f17b7", + "sha256:f1d25edafde516b146ecd0613dabcc61409817af4766fbbcfb8d1ad4ec441a34" + ], + "version": "==3.10.0.2" + }, + "ujson": { + "hashes": [ + "sha256:0076de81aadc287f025525969bbc1272703be92933e988e5663a76ec5863628f", + "sha256:02f5a6acc5aa5b054c32bdccd17064c2cbd07c81b3a49449589a4552888f1961", + "sha256:0d61ae7a505105a16220a4282dbd552bef76968203e5e4f5edfdbb03d3159e3a", + "sha256:0db1acd8dbbf120095ce4ab118585219066ea2860332df2385a435c585036cae", + "sha256:0ebc82847938e417092fd463e593da39a280fd12585b998e435a2a45bb7a33f7", + "sha256:26e299caa9bfc2e532e16de38de2af48cde48258922cda5efc0dd447d42692fc", + "sha256:26ebe3ac1e0d18d58e11dbf7cdd0459adcefd5c025ede99be7fceae47bd1bfc6", + "sha256:32f4340c8d6a34e7fa1f9447919ebd4b6256afef0965868d51ea3cdf0694a8f7", + "sha256:3697cae44a92c2264cf307d4cdd9ea436faa75a009d35a4097362a6bbf221a1b", + "sha256:40235c3704ac7f29b24a7a785f856e1c45a567c8cd4b57a025f516733e358972", + "sha256:42f8def3e44d880774f644b53b4701a46889a9506e3fdc191c314c9e2e9b2a38", + "sha256:50ddff58727cc4f90ade4c818884c4f0fbeeb1f78f764ab2b2bc89cf1f4db126", + "sha256:50f413177206373b3568dff28c091b2d8c9145e5e54b0a524d3823293d7a29b8", + "sha256:535f1e5b336f7a0573da59bd9352e9cc6a93185bf4b1d96fb3379e07b4fc619a", + "sha256:5a885675252e041e19cb92ff76419251fdd1ab4c2ca9766cb3ecfa6ae07884d2", + "sha256:5f863b12d27867b733d380a9878fc8c3ad11d3aea8a3650c33e7a8c2a888e1eb", + "sha256:6182898d7031d083017f9be47c6d57f9c2155d9f4391b77ed6c020cab8e5a471", + "sha256:68088596e237dcda862c1760d1feb2236a8cc36804507a9fcfaa3ed21442ff64", + "sha256:6bccfff9910fbe3dae6a17ec080c48fca0bfe939b18e4b2622122109d4d2570d", + "sha256:6e8c30186eaa4f982b9b56cad30b173b71aac9d6a393d97cbcbc4ca805e87943", + "sha256:74961587e9c1682d3e04fe29e02b67ec9c88cb0c3406ad94cc617d04c6fa6db2", + "sha256:78f8da27231b20d589319f743bd65011862691c102922be85c9f27e40656a0f7", + "sha256:8ec19982b7a40fb526b8ffd6edfff2c5c10556a54416d554c4bc83b1e4140a4c", + "sha256:944dfdfae0cb4e4274a23e5070be913f7ff8f05666d8d143f2356cf873f9a77a", + "sha256:99322e08e53580867c9909637747343354b7028a8208dc5df3d09233c8f52c30", + "sha256:a6e27ff0f92c719de004b806d84f471fff0157679e57517092b8f89345eb3a79", + "sha256:ab70a29914fc202f7c8f6353bb0622b91f878e2892e57a4c7293b341d5a85133", + "sha256:adca402a97b8388c378d92c55b2bf4e8402baa5dfa059a85870a41e2f142a0d0", + "sha256:b55dde52028f3c426197b9a928618fbb2b548172eb45824ddb19cdcdf8e493f9", + "sha256:bac42d0131740b6f1d2b6a15f770c1fef0db97d05aba8564f3c75bb59a9c91c7", + "sha256:bc9e2e6933ecec17a7d351116f555caee84b798076a4c5276ab1e8654c83bd90", + "sha256:bff484c162bd77877bc9ae6333b0a684493037ce3c5d8b664e8339becf9ad139", + "sha256:c53653a12f6ce67b12e7806c190cce1db09c75de31212a5a9adbdbd7a2aba116", + "sha256:c7b2643b063f33e5e0d539cf2811793a7df9da525e63483f70c9262a343bd59d", + "sha256:c9723a5e2743ded9bc6106cb04f86244dd779ad847d8ac189cfe808ab16946c1", + "sha256:cf272e6302c62a42ed0125efcc1d891dd909bcfb3c6aa075d89de209b2b8e930", + "sha256:d0abc1526d32ebe2f2b6fefcf82b9ee8661da3f45ecac087beee6aeaa21b39ec", + "sha256:d9a0252da73d8b69de60811252cbfde215d76ee6eea935a519e223353352026c", + "sha256:dd98d659365fb9271d9f9ba21160670ddfecb93deaec8a5350519a0ab3604654", + "sha256:e7c8cffd9e45248569fa576d19b043951a3edc67cbee3dca2a6b77e6998cb1ec", + "sha256:fa68b25c987b73fb1c83ece34e52856c2c6da3031384f72638696c56fa8baca9", + "sha256:fae1e251d9f9362ebc4adbbb252d0f4a023f66f180390624826fcb1812b808e9", + "sha256:ff0ae4b1dc70c3362b04f4127e228b17e84946de611f85b32f565b990762deaf", + "sha256:fffe509f556861c7343c6cba57ed05fe7bcf4b48a934a5b946ccb45428cf8883" + ], + "version": "==4.2.0" + }, + "urllib3": { + "hashes": [ + "sha256:4987c65554f7a2dbf30c18fd48778ef124af6fab771a377103da0585e2336ece", + "sha256:c4fdf4019605b6e5423637e01bc9fe4daef873709a7973e195ceba0a62bbc844" + ], + "version": "==1.26.7" + }, + "virtualenv": { + "hashes": [ + "sha256:4b02e52a624336eece99c96e3ab7111f469c24ba226a53ec474e8e787b365814", + "sha256:576d05b46eace16a9c348085f7d0dc8ef28713a2cabaa1cf0aea41e8f12c9218" + ], + "version": "==20.10.0" + }, + "xxhash": { + "hashes": [ + "sha256:00aaf882036d2a0fa7652cf9aeaaf2ad077b784c09ef8d60f5d97ebf0d47ffa1", + "sha256:04ae5706ddfe0fd2b46cd0b6487d3edae7e724e27d732b055ffd0f9539c4afc5", + "sha256:0b92a01dc8dcada8827de140a5df83c9e8e5c190ef8bf972c98ebbe0924ee044", + "sha256:0beb79835ca47af257f8126fccd9d5e0ba56ba7d39dab6f6b5a7acea4d8ac4b5", + "sha256:173d3f662dc88de734bd622e46a3bbac6fd00e957b3e098fa8b75b141aa4354e", + "sha256:17a3b0a2ff20879ed5c9d9c178349e9c6257db11b193e4103282d7a78ef9cb08", + "sha256:1dfa115c8e07b3e1d94ebd60a6d6ee16ea692efb890e245addb0d33b47ee1dee", + "sha256:22ddd484cd92d138feeec556387894b8ec529bab7f2feb3a177eb84baadee8c1", + "sha256:357f6a52bd18a80635cf4c83f648c42fa0609713b4183929ed019f7627af4b68", + "sha256:4243dbeb1ce09d359289844f0c54676343857fdc6a092184aea159fecdf6d9f3", + "sha256:427851234a87bfe6636c90b89bd65b7ca913befff3c7bcd92a3568e635fccc92", + "sha256:43fd97f332bd581639bb99fe8f09f7e9113d49cad4d21bef0620867f92c802c6", + "sha256:515747159fccd23fc9d1b7afeaa8bd7fc36884188b47491713d22032c5f9e502", + "sha256:57d43ce9594676b503c0a0a383481cb4e5cf736f88970bd41849fe15a68a5d48", + "sha256:5dc3da5fa855dd8e35f24d20fabfcd29c0b3ac85a14dc2c329c029971ae4eeb7", + "sha256:6077fdb44f68920c4ac8e2f34b2a107c9a218f00a698253c824a0c6c1b9622a3", + "sha256:676d6964b8a9bdaf737ae6836b886ab53b2863c6aa00d43952b130a6130d1bdc", + "sha256:686fcf2aff041df65470eccc7dcea5e7e77cfad99efcaba0c6f58bbd81846e10", + "sha256:68d067427f2c6f7b3014e28bf4794b0876ab5f6366b53e1d6f59d275b4f19a8d", + "sha256:6e5058c3fa5b42ded9a303f1a5a42d3ff732cb54c108424c63e993fc3379513c", + "sha256:6fc0b8c21a181b771e1f0c25eb8a0a241af0126f1fc19f4c3cde7233de91326f", + "sha256:71b38300e1803ab32ee787f89cdbc032b46ac5834eca9109d8fb576ae1a31741", + "sha256:73649555656dd17e809b9b3c54855f4f72144024b0e6395cd37b5395fa0f48c3", + "sha256:81ec049f4936a49311e1fc58036d7d682b5c83d6d16ba1c852a981588c90e027", + "sha256:8362693a1ce5c1373f48f047470e7797ed17dfe5babc37ba7bef50d6e6f83a72", + "sha256:9b6bb1bd34a6365c790c328a604ec5a628059fef6e4486380caa89bc12787a6e", + "sha256:9e6e5e095417060bed45119c510d5bc846b62e2a8218cb3e5a19b3ccf12e4c18", + "sha256:a0199a07a264be96ed658ba3b4e9ee58a3c678e51a18e134e2518cf1a8171e18", + "sha256:a8a68d117178f15c96cb9ae2613f53db94e0fdb34ffc69c7ab600c899c7a966c", + "sha256:a922315c8e20dae0d35e54b49fd7ee348fe0a5e2fd8ec02f6a74140e063fcdb3", + "sha256:b232b47a3aa825e0df14b1bd3e051dd327c8539e382728ddb81997d26de5256a", + "sha256:b4964e7ddca1ef9d7addef40a9f5eaa97aeda367c1d895e392533c0d2f9c3b8e", + "sha256:b4b7d4d19c125738c5fc48356505dfbd63b3cdf826dd868a1b80a73de48729b7", + "sha256:b7640e043ac6e0f503eadb108e6971d69b0c95c23fbcac3e5632578f9f906050", + "sha256:b7bead8cf6210eadf9cecf356e17af794f57c0939a3d420a00d87ea652f87b49", + "sha256:bb8c0efad20da40da1aa56f36b929b965d1adede8a1d5b37b702d378a683e0dd", + "sha256:c2e44d162c3361392dbde736ee8ba3d1a414f63e32be6c71186f2b0654559d26", + "sha256:c4a0806ffb33c9d892b5565fa010c252c7e0f4d01ded901a637dfede624e4d0c", + "sha256:c4a892bc47b6ea92bbb82499a81882548ce990d62c1862b3834f1f70e8cf4423", + "sha256:c75f8375c80c3815f49a744ef1a8303577757eb9a2dc53bed33d9318b760fec6", + "sha256:cb3a196fd1d55ce86b1123cbf3ef6603f80f4d0b46541412bb5056b0563ef384", + "sha256:d47ab1245ee4c7e6fc424ad990e4d7cfe0f206d617efe990fea34000a9242102", + "sha256:d707d2a053a5d55ccd2e59d7a228636cafeebb44c9ac3ca1c088f4d384c8c3a9", + "sha256:d7175cd7f490aae742d18eb9b519e74180958f88fa8ff47091727b3efb57bfbf", + "sha256:dac3b94881b943bbe418f5829128b9c48f69a66f816ef8b72ee0129d676dbd7c", + "sha256:dad190caa293abbb39d96b4a09f121fc971d81eb19c96e4e0db89a99a7d59b93", + "sha256:dafd1066c99d448a7a1226f10766b61ff752aaad8a4392e4cae30aafefa6fff5", + "sha256:db2352d375e6594620c462c029d3c1a1b18ff7168e470657e354f1b8b332d9dd", + "sha256:dc328d3d635ec851d6befdf6ced2134d587d3be973dbbbc489da24c0c88ecb01", + "sha256:dd9c72520f790ce6eaa535cdad1a53ded22deab43766cfa7cef42834a9a65561", + "sha256:df71aeedee74eaf670d1243b6722c8c77626f3b6e6cf2cd79f2e336b151749cd", + "sha256:dfacce97a3ccb46089e358ceaeca9300298511673bf87596da66882af386f6c7", + "sha256:e1787b9cea43f256f8d06c8429999d386a9da9cb000c265a4dde48dd08242528", + "sha256:e70059c5cc8f0cecd16d8cb0263de8f317239cabee3fa4af35c0a1ddaed2110e", + "sha256:e94fdff9b102ca7c0969230d209f7ce17020db17a89d026ac45d8ffb9e4929ec", + "sha256:eb1e9e347c9810a272154814cf5ce33a6c3ac7d0d7cbcb066e92dd5f9fa4db8f", + "sha256:eb2670ed6c435189aeb479bfff990e00b849ae0ff49945632db74b2a2a08d192", + "sha256:ebff22f1783f641c6c2b313bfc44d6cc620c17409ec512e67c7c6de809155880", + "sha256:f2bef10c417c4667310cc240d49e521e6b5fc90c4ff77a1ec78649869685e8d3", + "sha256:f49dbd3b8e4cc13f2df92fb3db39204e3258105a212e23784cbb340e415ae8ed", + "sha256:f95adf6091fa13ce19fab21fadb8d07210822320568d24a6405d6b557afc0411", + "sha256:fb28b0313c7582225373f343635674231518452331a9bdea8261d0e27b48594f", + "sha256:fdfac2014301da79cebcd8f9535c875f63242fe404d741cec5f70f400cc6a561", + "sha256:ff518ec1bd7cc33218f8f3325848c56e9c73c5df30138a64a89dd65ab1e1ffb5" + ], + "version": "==2.0.2" + }, + "yarl": { + "hashes": [ + "sha256:044daf3012e43d4b3538562da94a88fb12a6490652dbc29fb19adfa02cf72eac", + "sha256:0cba38120db72123db7c58322fa69e3c0efa933040ffb586c3a87c063ec7cae8", + "sha256:167ab7f64e409e9bdd99333fe8c67b5574a1f0495dcfd905bc7454e766729b9e", + "sha256:1be4bbb3d27a4e9aa5f3df2ab61e3701ce8fcbd3e9846dbce7c033a7e8136746", + "sha256:1ca56f002eaf7998b5fcf73b2421790da9d2586331805f38acd9997743114e98", + "sha256:1d3d5ad8ea96bd6d643d80c7b8d5977b4e2fb1bab6c9da7322616fd26203d125", + "sha256:1eb6480ef366d75b54c68164094a6a560c247370a68c02dddb11f20c4c6d3c9d", + "sha256:1edc172dcca3f11b38a9d5c7505c83c1913c0addc99cd28e993efeaafdfaa18d", + "sha256:211fcd65c58bf250fb994b53bc45a442ddc9f441f6fec53e65de8cba48ded986", + "sha256:29e0656d5497733dcddc21797da5a2ab990c0cb9719f1f969e58a4abac66234d", + "sha256:368bcf400247318382cc150aaa632582d0780b28ee6053cd80268c7e72796dec", + "sha256:39d5493c5ecd75c8093fa7700a2fb5c94fe28c839c8e40144b7ab7ccba6938c8", + "sha256:3abddf0b8e41445426d29f955b24aeecc83fa1072be1be4e0d194134a7d9baee", + "sha256:3bf8cfe8856708ede6a73907bf0501f2dc4e104085e070a41f5d88e7faf237f3", + "sha256:3ec1d9a0d7780416e657f1e405ba35ec1ba453a4f1511eb8b9fbab81cb8b3ce1", + "sha256:45399b46d60c253327a460e99856752009fcee5f5d3c80b2f7c0cae1c38d56dd", + "sha256:52690eb521d690ab041c3919666bea13ab9fbff80d615ec16fa81a297131276b", + "sha256:534b047277a9a19d858cde163aba93f3e1677d5acd92f7d10ace419d478540de", + "sha256:580c1f15500e137a8c37053e4cbf6058944d4c114701fa59944607505c2fe3a0", + "sha256:59218fef177296451b23214c91ea3aba7858b4ae3306dde120224cfe0f7a6ee8", + "sha256:5ba63585a89c9885f18331a55d25fe81dc2d82b71311ff8bd378fc8004202ff6", + "sha256:5bb7d54b8f61ba6eee541fba4b83d22b8a046b4ef4d8eb7f15a7e35db2e1e245", + "sha256:6152224d0a1eb254f97df3997d79dadd8bb2c1a02ef283dbb34b97d4f8492d23", + "sha256:67e94028817defe5e705079b10a8438b8cb56e7115fa01640e9c0bb3edf67332", + "sha256:695ba021a9e04418507fa930d5f0704edbce47076bdcfeeaba1c83683e5649d1", + "sha256:6a1a9fe17621af43e9b9fcea8bd088ba682c8192d744b386ee3c47b56eaabb2c", + "sha256:6ab0c3274d0a846840bf6c27d2c60ba771a12e4d7586bf550eefc2df0b56b3b4", + "sha256:6feca8b6bfb9eef6ee057628e71e1734caf520a907b6ec0d62839e8293e945c0", + "sha256:737e401cd0c493f7e3dd4db72aca11cfe069531c9761b8ea474926936b3c57c8", + "sha256:788713c2896f426a4e166b11f4ec538b5736294ebf7d5f654ae445fd44270832", + "sha256:797c2c412b04403d2da075fb93c123df35239cd7b4cc4e0cd9e5839b73f52c58", + "sha256:8300401dc88cad23f5b4e4c1226f44a5aa696436a4026e456fe0e5d2f7f486e6", + "sha256:87f6e082bce21464857ba58b569370e7b547d239ca22248be68ea5d6b51464a1", + "sha256:89ccbf58e6a0ab89d487c92a490cb5660d06c3a47ca08872859672f9c511fc52", + "sha256:8b0915ee85150963a9504c10de4e4729ae700af11df0dc5550e6587ed7891e92", + "sha256:8cce6f9fa3df25f55521fbb5c7e4a736683148bcc0c75b21863789e5185f9185", + "sha256:95a1873b6c0dd1c437fb3bb4a4aaa699a48c218ac7ca1e74b0bee0ab16c7d60d", + "sha256:9b4c77d92d56a4c5027572752aa35082e40c561eec776048330d2907aead891d", + "sha256:9bfcd43c65fbb339dc7086b5315750efa42a34eefad0256ba114cd8ad3896f4b", + "sha256:9c1f083e7e71b2dd01f7cd7434a5f88c15213194df38bc29b388ccdf1492b739", + "sha256:a1d0894f238763717bdcfea74558c94e3bc34aeacd3351d769460c1a586a8b05", + "sha256:a467a431a0817a292121c13cbe637348b546e6ef47ca14a790aa2fa8cc93df63", + "sha256:aa32aaa97d8b2ed4e54dc65d241a0da1c627454950f7d7b1f95b13985afd6c5d", + "sha256:ac10bbac36cd89eac19f4e51c032ba6b412b3892b685076f4acd2de18ca990aa", + "sha256:ac35ccde589ab6a1870a484ed136d49a26bcd06b6a1c6397b1967ca13ceb3913", + "sha256:bab827163113177aee910adb1f48ff7af31ee0289f434f7e22d10baf624a6dfe", + "sha256:baf81561f2972fb895e7844882898bda1eef4b07b5b385bcd308d2098f1a767b", + "sha256:bf19725fec28452474d9887a128e98dd67eee7b7d52e932e6949c532d820dc3b", + "sha256:c01a89a44bb672c38f42b49cdb0ad667b116d731b3f4c896f72302ff77d71656", + "sha256:c0910c6b6c31359d2f6184828888c983d54d09d581a4a23547a35f1d0b9484b1", + "sha256:c10ea1e80a697cf7d80d1ed414b5cb8f1eec07d618f54637067ae3c0334133c4", + "sha256:c1164a2eac148d85bbdd23e07dfcc930f2e633220f3eb3c3e2a25f6148c2819e", + "sha256:c145ab54702334c42237a6c6c4cc08703b6aa9b94e2f227ceb3d477d20c36c63", + "sha256:c17965ff3706beedafd458c452bf15bac693ecd146a60a06a214614dc097a271", + "sha256:c19324a1c5399b602f3b6e7db9478e5b1adf5cf58901996fc973fe4fccd73eed", + "sha256:c2a1ac41a6aa980db03d098a5531f13985edcb451bcd9d00670b03129922cd0d", + "sha256:c6ddcd80d79c96eb19c354d9dca95291589c5954099836b7c8d29278a7ec0bda", + "sha256:c9c6d927e098c2d360695f2e9d38870b2e92e0919be07dbe339aefa32a090265", + "sha256:cc8b7a7254c0fc3187d43d6cb54b5032d2365efd1df0cd1749c0c4df5f0ad45f", + "sha256:cff3ba513db55cc6a35076f32c4cdc27032bd075c9faef31fec749e64b45d26c", + "sha256:d260d4dc495c05d6600264a197d9d6f7fc9347f21d2594926202fd08cf89a8ba", + "sha256:d6f3d62e16c10e88d2168ba2d065aa374e3c538998ed04996cd373ff2036d64c", + "sha256:da6df107b9ccfe52d3a48165e48d72db0eca3e3029b5b8cb4fe6ee3cb870ba8b", + "sha256:dfe4b95b7e00c6635a72e2d00b478e8a28bfb122dc76349a06e20792eb53a523", + "sha256:e39378894ee6ae9f555ae2de332d513a5763276a9265f8e7cbaeb1b1ee74623a", + "sha256:ede3b46cdb719c794427dcce9d8beb4abe8b9aa1e97526cc20de9bd6583ad1ef", + "sha256:f2a8508f7350512434e41065684076f640ecce176d262a7d54f0da41d99c5a95", + "sha256:f44477ae29025d8ea87ec308539f95963ffdc31a82f42ca9deecf2d505242e72", + "sha256:f64394bd7ceef1237cc604b5a89bf748c95982a84bcd3c4bbeb40f685c810794", + "sha256:fc4dd8b01a8112809e6b636b00f487846956402834a7fd59d46d4f4267181c41", + "sha256:fce78593346c014d0d986b7ebc80d782b7f5e19843ca798ed62f8e3ba8728576", + "sha256:fd547ec596d90c8676e369dd8a581a21227fe9b4ad37d0dc7feb4ccf544c2d59" + ], + "version": "==1.7.2" + } + }, + "develop": { + "aiohttp": { + "hashes": [ + "sha256:09754a0d5eaab66c37591f2f8fac8f9781a5f61d51aa852a3261c4805ca6b984", + "sha256:097ecf52f6b9859b025c1e36401f8aa4573552e887d1b91b4b999d68d0b5a3b3", + "sha256:0a96473a1f61d7920a9099bc8e729dc8282539d25f79c12573ee0fdb9c8b66a8", + "sha256:0af379221975054162959e00daf21159ff69a712fc42ed0052caddbd70d52ff4", + "sha256:0d7b056fd3972d353cb4bc305c03f9381583766b7f8c7f1c44478dba69099e33", + "sha256:14a6f026eca80dfa3d52e86be89feb5cd878f6f4a6adb34457e2c689fd85229b", + "sha256:15a660d06092b7c92ed17c1dbe6c1eab0a02963992d60e3e8b9d5fa7fa81f01e", + "sha256:1fa9f50aa1f114249b7963c98e20dc35c51be64096a85bc92433185f331de9cc", + "sha256:257f4fad1714d26d562572095c8c5cd271d5a333252795cb7a002dca41fdbad7", + "sha256:28369fe331a59d80393ec82df3d43307c7461bfaf9217999e33e2acc7984ff7c", + "sha256:2bdd655732e38b40f8a8344d330cfae3c727fb257585df923316aabbd489ccb8", + "sha256:2f44d1b1c740a9e2275160d77c73a11f61e8a916191c572876baa7b282bcc934", + "sha256:3ba08a71caa42eef64357257878fb17f3fba3fba6e81a51d170e32321569e079", + "sha256:3c5e9981e449d54308c6824f172ec8ab63eb9c5f922920970249efee83f7e919", + "sha256:3f58aa995b905ab82fe228acd38538e7dc1509e01508dcf307dad5046399130f", + "sha256:48c996eb91bfbdab1e01e2c02e7ff678c51e2b28e3a04e26e41691991cc55795", + "sha256:48f218a5257b6bc16bcf26a91d97ecea0c7d29c811a90d965f3dd97c20f016d6", + "sha256:4a6551057a846bf72c7a04f73de3fcaca269c0bd85afe475ceb59d261c6a938c", + "sha256:51f90dabd9933b1621260b32c2f0d05d36923c7a5a909eb823e429dba0fd2f3e", + "sha256:577cc2c7b807b174814dac2d02e673728f2e46c7f90ceda3a70ea4bb6d90b769", + "sha256:5d79174d96446a02664e2bffc95e7b6fa93b9e6d8314536c5840dff130d0878b", + "sha256:5e3f81fbbc170418e22918a9585fd7281bbc11d027064d62aa4b507552c92671", + "sha256:5ecffdc748d3b40dd3618ede0170e4f5e1d3c9647cfb410d235d19e62cb54ee0", + "sha256:63fa57a0708573d3c059f7b5527617bd0c291e4559298473df238d502e4ab98c", + "sha256:67ca7032dfac8d001023fadafc812d9f48bf8a8c3bb15412d9cdcf92267593f4", + "sha256:688a1eb8c1a5f7e795c7cb67e0fe600194e6723ba35f138dfae0db20c0cb8f94", + "sha256:6a038cb1e6e55b26bb5520ccffab7f539b3786f5553af2ee47eb2ec5cbd7084e", + "sha256:6b79f6c31e68b6dafc0317ec453c83c86dd8db1f8f0c6f28e97186563fca87a0", + "sha256:6d3e027fe291b77f6be9630114a0200b2c52004ef20b94dc50ca59849cd623b3", + "sha256:6f1d39a744101bf4043fa0926b3ead616607578192d0a169974fb5265ab1e9d2", + "sha256:707adc30ea6918fba725c3cb3fe782d271ba352b22d7ae54a7f9f2e8a8488c41", + "sha256:730b7c2b7382194d9985ffdc32ab317e893bca21e0665cb1186bdfbb4089d990", + "sha256:764c7c6aa1f78bd77bd9674fc07d1ec44654da1818d0eef9fb48aa8371a3c847", + "sha256:78d51e35ed163783d721b6f2ce8ce3f82fccfe471e8e50a10fba13a766d31f5a", + "sha256:7a315ceb813208ef32bdd6ec3a85cbe3cb3be9bbda5fd030c234592fa9116993", + "sha256:7ba09bb3dcb0b7ec936a485db2b64be44fe14cdce0a5eac56f50e55da3627385", + "sha256:7d76e8a83396e06abe3df569b25bd3fc88bf78b7baa2c8e4cf4aaf5983af66a3", + "sha256:84fe1732648c1bc303a70faa67cbc2f7f2e810c8a5bca94f6db7818e722e4c0a", + "sha256:871d4fdc56288caa58b1094c20f2364215f7400411f76783ea19ad13be7c8e19", + "sha256:88d4917c30fcd7f6404fb1dc713fa21de59d3063dcc048f4a8a1a90e6bbbd739", + "sha256:8a50150419b741ee048b53146c39c47053f060cb9d98e78be08fdbe942eaa3c4", + "sha256:90a97c2ed2830e7974cbe45f0838de0aefc1c123313f7c402e21c29ec063fbb4", + "sha256:949a605ef3907254b122f845baa0920407080cdb1f73aa64f8d47df4a7f4c4f9", + "sha256:9689af0f0a89e5032426c143fa3683b0451f06c83bf3b1e27902bd33acfae769", + "sha256:98b1ea2763b33559dd9ec621d67fc17b583484cb90735bfb0ec3614c17b210e4", + "sha256:9951c2696c4357703001e1fe6edc6ae8e97553ac630492ea1bf64b429cb712a3", + "sha256:9a52b141ff3b923a9166595de6e3768a027546e75052ffba267d95b54267f4ab", + "sha256:9e8723c3256641e141cd18f6ce478d54a004138b9f1a36e41083b36d9ecc5fc5", + "sha256:a2fee4d656a7cc9ab47771b2a9e8fad8a9a33331c1b59c3057ecf0ac858f5bfe", + "sha256:a4759e85a191de58e0ea468ab6fd9c03941986eee436e0518d7a9291fab122c8", + "sha256:a5399a44a529083951b55521cf4ecbf6ad79fd54b9df57dbf01699ffa0549fc9", + "sha256:a6074a3b2fa2d0c9bf0963f8dfc85e1e54a26114cc8594126bc52d3fa061c40e", + "sha256:a84c335337b676d832c1e2bc47c3a97531b46b82de9f959dafb315cbcbe0dfcd", + "sha256:adf0cb251b1b842c9dee5cfcdf880ba0aae32e841b8d0e6b6feeaef002a267c5", + "sha256:b76669b7c058b8020b11008283c3b8e9c61bfd978807c45862956119b77ece45", + "sha256:bda75d73e7400e81077b0910c9a60bf9771f715420d7e35fa7739ae95555f195", + "sha256:be03a7483ad9ea60388f930160bb3728467dd0af538aa5edc60962ee700a0bdc", + "sha256:c62d4791a8212c885b97a63ef5f3974b2cd41930f0cd224ada9c6ee6654f8150", + "sha256:cb751ef712570d3bda9a73fd765ff3e1aba943ec5d52a54a0c2e89c7eef9da1e", + "sha256:d3b19d8d183bcfd68b25beebab8dc3308282fe2ca3d6ea3cb4cd101b3c279f8d", + "sha256:d3f90ee275b1d7c942e65b5c44c8fb52d55502a0b9a679837d71be2bd8927661", + "sha256:d5f8c04574efa814a24510122810e3a3c77c0552f9f6ff65c9862f1f046be2c3", + "sha256:d6a1a66bb8bac9bc2892c2674ea363486bfb748b86504966a390345a11b1680e", + "sha256:d7715daf84f10bcebc083ad137e3eced3e1c8e7fa1f096ade9a8d02b08f0d91c", + "sha256:dafc01a32b4a1d7d3ef8bfd3699406bb44f7b2e0d3eb8906d574846e1019b12f", + "sha256:dcc4d5dd5fba3affaf4fd08f00ef156407573de8c63338787614ccc64f96b321", + "sha256:de42f513ed7a997bc821bddab356b72e55e8396b1b7ba1bf39926d538a76a90f", + "sha256:e27cde1e8d17b09730801ce97b6e0c444ba2a1f06348b169fd931b51d3402f0d", + "sha256:ecb314e59bedb77188017f26e6b684b1f6d0465e724c3122a726359fa62ca1ba", + "sha256:f348ebd20554e8bc26e8ef3ed8a134110c0f4bf015b3b4da6a4ddf34e0515b19", + "sha256:fa818609357dde5c4a94a64c097c6404ad996b1d38ca977a72834b682830a722", + "sha256:fe4a327da0c6b6e59f2e474ae79d6ee7745ac3279fd15f200044602fa31e3d79" + ], + "version": "==3.8.0" + }, + "aiosignal": { + "hashes": [ + "sha256:26e62109036cd181df6e6ad646f91f0dcfd05fe16d0cb924138ff2ab75d64e3a", + "sha256:78ed67db6c7b7ced4f98e495e572106d5c432a93e1ddd1bf475e1dc05f5b7df2" + ], + "version": "==1.2.0" + }, + "antlr4-python3-runtime": { + "hashes": [ + "sha256:15793f5d0512a372b4e7d2284058ad32ce7dd27126b105fb0b2245130445db33" + ], + "version": "==4.8" + }, + "async-timeout": { + "hashes": [ + "sha256:7d87a4e8adba8ededb52e579ce6bc8276985888913620c935094c2276fd83382", + "sha256:f3303dddf6cafa748a92747ab6c2ecf60e0aeca769aee4c151adfce243a05d9b" + ], + "version": "==4.0.0" + }, + "attrs": { + "hashes": [ + "sha256:149e90d6d8ac20db7a955ad60cf0e6881a3f20d37096140088356da6c716b0b1", + "sha256:ef6aaac3ca6cd92904cdd0d83f629a15f18053ec84e6432106f7a4d04ae4f5fb" + ], + "version": "==21.2.0" + }, + "backcall": { + "hashes": [ + "sha256:5cbdbf27be5e7cfadb448baf0aa95508f91f2bbc6c6437cd9cd06e2a4c215e1e", + "sha256:fbbce6a29f263178a1f7915c1940bde0ec2b2a967566fe1c65c1dfb7422bd255" + ], + "version": "==0.2.0" + }, + "backports.entry-points-selectable": { + "hashes": [ + "sha256:988468260ec1c196dab6ae1149260e2f5472c9110334e5d51adcb77867361f6a", + "sha256:a6d9a871cde5e15b4c4a53e3d43ba890cc6861ec1332c9c2428c92f977192acc" + ], + "version": "==1.1.0" + }, + "bleach": { + "hashes": [ + "sha256:0900d8b37eba61a802ee40ac0061f8c2b5dee29c1927dd1d233e075ebf5a71da", + "sha256:4d2651ab93271d1129ac9cbc679f524565cc8a1b791909c4a51eac4446a15994" + ], + "version": "==4.1.0" + }, + "certifi": { + "hashes": [ + "sha256:78884e7c1d4b00ce3cea67b44566851c4343c120abd683433ce934a68ea58872", + "sha256:d62a0163eb4c2344ac042ab2bdf75399a71a2d8c7d47eac2e2ee91b9d6339569" + ], + "version": "==2021.10.8" + }, + "cffi": { + "hashes": [ + "sha256:00c878c90cb53ccfaae6b8bc18ad05d2036553e6d9d1d9dbcf323bbe83854ca3", + "sha256:0104fb5ae2391d46a4cb082abdd5c69ea4eab79d8d44eaaf79f1b1fd806ee4c2", + "sha256:06c48159c1abed75c2e721b1715c379fa3200c7784271b3c46df01383b593636", + "sha256:0808014eb713677ec1292301ea4c81ad277b6cdf2fdd90fd540af98c0b101d20", + "sha256:10dffb601ccfb65262a27233ac273d552ddc4d8ae1bf93b21c94b8511bffe728", + "sha256:14cd121ea63ecdae71efa69c15c5543a4b5fbcd0bbe2aad864baca0063cecf27", + "sha256:17771976e82e9f94976180f76468546834d22a7cc404b17c22df2a2c81db0c66", + "sha256:181dee03b1170ff1969489acf1c26533710231c58f95534e3edac87fff06c443", + "sha256:23cfe892bd5dd8941608f93348c0737e369e51c100d03718f108bf1add7bd6d0", + "sha256:263cc3d821c4ab2213cbe8cd8b355a7f72a8324577dc865ef98487c1aeee2bc7", + "sha256:2756c88cbb94231c7a147402476be2c4df2f6078099a6f4a480d239a8817ae39", + "sha256:27c219baf94952ae9d50ec19651a687b826792055353d07648a5695413e0c605", + "sha256:2a23af14f408d53d5e6cd4e3d9a24ff9e05906ad574822a10563efcef137979a", + "sha256:31fb708d9d7c3f49a60f04cf5b119aeefe5644daba1cd2a0fe389b674fd1de37", + "sha256:3415c89f9204ee60cd09b235810be700e993e343a408693e80ce7f6a40108029", + "sha256:3773c4d81e6e818df2efbc7dd77325ca0dcb688116050fb2b3011218eda36139", + "sha256:3b96a311ac60a3f6be21d2572e46ce67f09abcf4d09344c49274eb9e0bf345fc", + "sha256:3f7d084648d77af029acb79a0ff49a0ad7e9d09057a9bf46596dac9514dc07df", + "sha256:41d45de54cd277a7878919867c0f08b0cf817605e4eb94093e7516505d3c8d14", + "sha256:4238e6dab5d6a8ba812de994bbb0a79bddbdf80994e4ce802b6f6f3142fcc880", + "sha256:45db3a33139e9c8f7c09234b5784a5e33d31fd6907800b316decad50af323ff2", + "sha256:45e8636704eacc432a206ac7345a5d3d2c62d95a507ec70d62f23cd91770482a", + "sha256:4958391dbd6249d7ad855b9ca88fae690783a6be9e86df65865058ed81fc860e", + "sha256:4a306fa632e8f0928956a41fa8e1d6243c71e7eb59ffbd165fc0b41e316b2474", + "sha256:57e9ac9ccc3101fac9d6014fba037473e4358ef4e89f8e181f8951a2c0162024", + "sha256:59888172256cac5629e60e72e86598027aca6bf01fa2465bdb676d37636573e8", + "sha256:5e069f72d497312b24fcc02073d70cb989045d1c91cbd53979366077959933e0", + "sha256:64d4ec9f448dfe041705426000cc13e34e6e5bb13736e9fd62e34a0b0c41566e", + "sha256:6dc2737a3674b3e344847c8686cf29e500584ccad76204efea14f451d4cc669a", + "sha256:74fdfdbfdc48d3f47148976f49fab3251e550a8720bebc99bf1483f5bfb5db3e", + "sha256:75e4024375654472cc27e91cbe9eaa08567f7fbdf822638be2814ce059f58032", + "sha256:786902fb9ba7433aae840e0ed609f45c7bcd4e225ebb9c753aa39725bb3e6ad6", + "sha256:8b6c2ea03845c9f501ed1313e78de148cd3f6cad741a75d43a29b43da27f2e1e", + "sha256:91d77d2a782be4274da750752bb1650a97bfd8f291022b379bb8e01c66b4e96b", + "sha256:91ec59c33514b7c7559a6acda53bbfe1b283949c34fe7440bcf917f96ac0723e", + "sha256:920f0d66a896c2d99f0adbb391f990a84091179542c205fa53ce5787aff87954", + "sha256:a5263e363c27b653a90078143adb3d076c1a748ec9ecc78ea2fb916f9b861962", + "sha256:abb9a20a72ac4e0fdb50dae135ba5e77880518e742077ced47eb1499e29a443c", + "sha256:c2051981a968d7de9dd2d7b87bcb9c939c74a34626a6e2f8181455dd49ed69e4", + "sha256:c21c9e3896c23007803a875460fb786118f0cdd4434359577ea25eb556e34c55", + "sha256:c2502a1a03b6312837279c8c1bd3ebedf6c12c4228ddbad40912d671ccc8a962", + "sha256:d4d692a89c5cf08a8557fdeb329b82e7bf609aadfaed6c0d79f5a449a3c7c023", + "sha256:da5db4e883f1ce37f55c667e5c0de439df76ac4cb55964655906306918e7363c", + "sha256:e7022a66d9b55e93e1a845d8c9eba2a1bebd4966cd8bfc25d9cd07d515b33fa6", + "sha256:ef1f279350da2c586a69d32fc8733092fd32cc8ac95139a00377841f59a3f8d8", + "sha256:f54a64f8b0c8ff0b64d18aa76675262e1700f3995182267998c31ae974fbc382", + "sha256:f5c7150ad32ba43a07c4479f40241756145a1f03b43480e058cfd862bf5041c7", + "sha256:f6f824dc3bce0edab5f427efcfb1d63ee75b6fcb7282900ccaf925be84efb0fc", + "sha256:fd8a250edc26254fe5b33be00402e6d287f562b6a5b2152dec302fa15bb3e997", + "sha256:ffaa5c925128e29efbde7301d8ecaf35c8c60ffbcd6a1ffd3a552177c8e5e796" + ], + "version": "==1.15.0" + }, + "cfgv": { + "hashes": [ + "sha256:c6a0883f3917a037485059700b9e75da2464e6c27051014ad85ba6aaa5884426", + "sha256:f5a830efb9ce7a445376bb66ec94c638a9787422f96264c98edc6bdeed8ab736" + ], + "version": "==3.3.1" + }, + "charset-normalizer": { + "hashes": [ + "sha256:e019de665e2bcf9c2b64e2e5aa025fa991da8720daa3c1138cadd2fd1856aed0", + "sha256:f7af805c321bfa1ce6714c51f254e0d5bb5e5834039bc17db7ebe3a4cec9492b" + ], + "version": "==2.0.7" + }, + "click": { + "hashes": [ + "sha256:353f466495adaeb40b6b5f592f9f91cb22372351c84caeb068132442a4518ef3", + "sha256:410e932b050f5eed773c4cda94de75971c89cdb3155a72a0831139a79e5ecb5b" + ], + "version": "==8.0.3" + }, + "colorama": { + "hashes": [ + "sha256:5941b2b48a20143d2267e95b1c2a7603ce057ee39fd88e7329b0c292aa16869b", + "sha256:9f47eda37229f68eee03b24b9748937c7dc3868f906e8ba69fbcbdd3bc5dc3e2" + ], + "version": "==0.4.4" + }, + "cryptography": { + "hashes": [ + "sha256:07bb7fbfb5de0980590ddfc7f13081520def06dc9ed214000ad4372fb4e3c7f6", + "sha256:18d90f4711bf63e2fb21e8c8e51ed8189438e6b35a6d996201ebd98a26abbbe6", + "sha256:1ed82abf16df40a60942a8c211251ae72858b25b7421ce2497c2eb7a1cee817c", + "sha256:22a38e96118a4ce3b97509443feace1d1011d0571fae81fc3ad35f25ba3ea999", + "sha256:2d69645f535f4b2c722cfb07a8eab916265545b3475fdb34e0be2f4ee8b0b15e", + "sha256:4a2d0e0acc20ede0f06ef7aa58546eee96d2592c00f450c9acb89c5879b61992", + "sha256:54b2605e5475944e2213258e0ab8696f4f357a31371e538ef21e8d61c843c28d", + "sha256:7075b304cd567694dc692ffc9747f3e9cb393cc4aa4fb7b9f3abd6f5c4e43588", + "sha256:7b7ceeff114c31f285528ba8b390d3e9cfa2da17b56f11d366769a807f17cbaa", + "sha256:7eba2cebca600a7806b893cb1d541a6e910afa87e97acf2021a22b32da1df52d", + "sha256:928185a6d1ccdb816e883f56ebe92e975a262d31cc536429041921f8cb5a62fd", + "sha256:9933f28f70d0517686bd7de36166dda42094eac49415459d9bdf5e7df3e0086d", + "sha256:a688ebcd08250eab5bb5bca318cc05a8c66de5e4171a65ca51db6bd753ff8953", + "sha256:abb5a361d2585bb95012a19ed9b2c8f412c5d723a9836418fab7aaa0243e67d2", + "sha256:c10c797ac89c746e488d2ee92bd4abd593615694ee17b2500578b63cad6b93a8", + "sha256:ced40344e811d6abba00295ced98c01aecf0c2de39481792d87af4fa58b7b4d6", + "sha256:d57e0cdc1b44b6cdf8af1d01807db06886f10177469312fbde8f44ccbb284bc9", + "sha256:d99915d6ab265c22873f1b4d6ea5ef462ef797b4140be4c9d8b179915e0985c6", + "sha256:eb80e8a1f91e4b7ef8b33041591e6d89b2b8e122d787e87eeb2b08da71bb16ad", + "sha256:ebeddd119f526bcf323a89f853afb12e225902a24d29b55fe18dd6fcb2838a76" + ], + "version": "==35.0.0" + }, + "cytoolz": { + "hashes": [ + "sha256:140eaadcd86216d4a185db3a37396ee80dd2edc6e490ba37a3d7c1b17a124078", + "sha256:2f9963114029e78ddb626140cbb15b79ad0fd1563484b73fb29403a3d5bf3ed4", + "sha256:3159da30eaf214746215293fdba19b6b54af59b3b2ba979eb9e184c6c7a854d2", + "sha256:477f71b8b2c6fdd97aa3a421ba0cfd04b22ffed1b22dda3fea06db2756ee7097", + "sha256:5692a100d657f9bc2fede44ff41649c0c577f251bc0bd06c699c177235a0f81c", + "sha256:596a40ce920dd6cdab42d3dec5a4e8bb0bf258bb79426a4ed7658a27c214941b", + "sha256:6cba0572e3ad187e0ea0ddd20bb9c6aad794c23d997ed2b2aa2bbd109fe61f9f", + "sha256:84519cf4f63308b0ce39162b7a341367338953cd9fbf7edd335cbc44dcd321e9", + "sha256:8893b54f8d8d1bbc5a22dc4989d9b3eb269dd5ee1247993158e1f9ae0fbb9c88", + "sha256:a6e95de2fe891075f71edb0a56701eeaae04d43f44470c24d45e89f1ea801e85", + "sha256:b4a3eb96eda360b14fa6c7d2ce6faf684319c051f9ea620b009cb28a2878ed32", + "sha256:b61f23e9fa7cd5a87a503ab659f816858e2235926cd95b0c7e37403530d4a2d6", + "sha256:c183237f4f0bac53238588e3567c0287130dd9ed6b6b880579a5cca960a89f54", + "sha256:c50051c02b23823209d6b0e8f7b2b37371312da50ca78165871dc6fed7bd37df", + "sha256:c64f3590c3eb40e1548f0d3c6b2ccde70493d0b8dc6cc7f9f3fec0bb3dcd4222", + "sha256:c65635ad93bac9002e36d42603bd87514e8ea932910158054b409ceee05ff4fe", + "sha256:c7ed490f7f5c069a5082b73803ff4595f12ed0eb6b52ffa5ffe15d532acb71ed", + "sha256:d0fdf0186201f882274db95fc5644ef34bfb0593d9db23b7343b0e6c8c000a0a", + "sha256:e2e7cbfec2681e8acfd0013e9581905f251455d411457a6f475ba1870d1685fc", + "sha256:f85a8e164ebbe75e77a9c8a0b91bd2a3ceb5beeb0f1c180affe75318a41df98c", + "sha256:fb1b6bb4dee54fe62306d7330639f57a0dbb612520516b97b1c9dea5bc506634" + ], + "version": "==0.11.0" + }, + "dataclasses": { + "hashes": [ + "sha256:0201d89fa866f68c8ebd9d08ee6ff50c0b255f8ec63a71c16fda7af82bb887bf", + "sha256:8479067f342acf957dc82ec415d355ab5edb7e7646b90dc6e2fd1d96ad084c97" + ], + "version": "==0.8" + }, + "datasets": { + "hashes": [ + "sha256:4b7c32a5f14e29a8c1a36070d406a2fb671bc9bd70f2ac4c49ea1d4dd5387a4d", + "sha256:e5ac4ef477a5e50c0033b33550e5c81e05c1d46fc8ac76baebada4194cccea09" + ], + "version": "==1.15.1" + }, + "dcbench": { + "editable": true, + "path": "." + }, + "decorator": { + "hashes": [ + "sha256:7b12e7c3c6ab203a29e157335e9122cb03de9ab7264b137594103fd4a683b374", + "sha256:e59913af105b9860aa2c8d3272d9de5a56a4e608db9a2f167a8480b323d529a7" + ], + "version": "==5.1.0" + }, + "dill": { + "hashes": [ + "sha256:7e40e4a70304fd9ceab3535d36e58791d9c4a776b38ec7f7ec9afc8d3dca4d4f", + "sha256:9f9734205146b2b353ab3fec9af0070237b6ddae78452af83d2fca84d739e675" + ], + "version": "==0.3.4" + }, + "distlib": { + "hashes": [ + "sha256:c8b54e8454e5bf6237cc84c20e8264c3e991e824ef27e8f1e81049867d861e31", + "sha256:d982d0751ff6eaaab5e2ec8e691d949ee80eddf01a62eaa96ddb11531fe16b05" + ], + "version": "==0.3.3" + }, + "docutils": { + "hashes": [ + "sha256:a31688b2ea858517fa54293e5d5df06fbb875fb1f7e4c64529271b77781ca8fc", + "sha256:c1d5dab2b11d16397406a282e53953fe495a46d69ae329f55aa98a5c4e3c5fbb" + ], + "version": "==0.18" + }, + "filelock": { + "hashes": [ + "sha256:7afc856f74fa7006a289fd10fa840e1eebd8bbff6bffb69c26c54a0512ea8cf8", + "sha256:bb2a1c717df74c48a2d00ed625e5a66f8572a3a30baacb7657add1d7bac4097b" + ], + "version": "==3.3.2" + }, + "frozenlist": { + "hashes": [ + "sha256:01d79515ed5aa3d699b05f6bdcf1fe9087d61d6b53882aa599a10853f0479c6c", + "sha256:0a7c7cce70e41bc13d7d50f0e5dd175f14a4f1837a8549b0936ed0cbe6170bf9", + "sha256:11ff401951b5ac8c0701a804f503d72c048173208490c54ebb8d7bb7c07a6d00", + "sha256:14a5cef795ae3e28fb504b73e797c1800e9249f950e1c964bb6bdc8d77871161", + "sha256:16eef427c51cb1203a7c0ab59d1b8abccaba9a4f58c4bfca6ed278fc896dc193", + "sha256:16ef7dd5b7d17495404a2e7a49bac1bc13d6d20c16d11f4133c757dd94c4144c", + "sha256:181754275d5d32487431a0a29add4f897968b7157204bc1eaaf0a0ce80c5ba7d", + "sha256:1cf63243bc5f5c19762943b0aa9e0d3fb3723d0c514d820a18a9b9a5ef864315", + "sha256:1cfe6fef507f8bac40f009c85c7eddfed88c1c0d38c75e72fe10476cef94e10f", + "sha256:1fef737fd1388f9b93bba8808c5f63058113c10f4e3c0763ced68431773f72f9", + "sha256:25b358aaa7dba5891b05968dd539f5856d69f522b6de0bf34e61f133e077c1a4", + "sha256:26f602e380a5132880fa245c92030abb0fc6ff34e0c5500600366cedc6adb06a", + "sha256:28e164722ea0df0cf6d48c4d5bdf3d19e87aaa6dfb39b0ba91153f224b912020", + "sha256:2de5b931701257d50771a032bba4e448ff958076380b049fd36ed8738fdb375b", + "sha256:3457f8cf86deb6ce1ba67e120f1b0128fcba1332a180722756597253c465fc1d", + "sha256:351686ca020d1bcd238596b1fa5c8efcbc21bffda9d0efe237aaa60348421e2a", + "sha256:406aeb340613b4b559db78d86864485f68919b7141dec82aba24d1477fd2976f", + "sha256:41de4db9b9501679cf7cddc16d07ac0f10ef7eb58c525a1c8cbff43022bddca4", + "sha256:41f62468af1bd4e4b42b5508a3fe8cc46a693f0cdd0ca2f443f51f207893d837", + "sha256:4766632cd8a68e4f10f156a12c9acd7b1609941525569dd3636d859d79279ed3", + "sha256:47b2848e464883d0bbdcd9493c67443e5e695a84694efff0476f9059b4cb6257", + "sha256:4a495c3d513573b0b3f935bfa887a85d9ae09f0627cf47cad17d0cc9b9ba5c38", + "sha256:4ad065b2ebd09f32511ff2be35c5dfafee6192978b5a1e9d279a5c6e121e3b03", + "sha256:4c457220468d734e3077580a3642b7f682f5fd9507f17ddf1029452450912cdc", + "sha256:4f52d0732e56906f8ddea4bd856192984650282424049c956857fed43697ea43", + "sha256:54a1e09ab7a69f843cd28fefd2bcaf23edb9e3a8d7680032c8968b8ac934587d", + "sha256:5a72eecf37eface331636951249d878750db84034927c997d47f7f78a573b72b", + "sha256:5df31bb2b974f379d230a25943d9bf0d3bc666b4b0807394b131a28fca2b0e5f", + "sha256:66a518731a21a55b7d3e087b430f1956a36793acc15912e2878431c7aec54210", + "sha256:6790b8d96bbb74b7a6f4594b6f131bd23056c25f2aa5d816bd177d95245a30e3", + "sha256:68201be60ac56aff972dc18085800b6ee07973c49103a8aba669dee3d71079de", + "sha256:6e105013fa84623c057a4381dc8ea0361f4d682c11f3816cc80f49a1f3bc17c6", + "sha256:705c184b77565955a99dc360f359e8249580c6b7eaa4dc0227caa861ef46b27a", + "sha256:72cfbeab7a920ea9e74b19aa0afe3b4ad9c89471e3badc985d08756efa9b813b", + "sha256:735f386ec522e384f511614c01d2ef9cf799f051353876b4c6fb93ef67a6d1ee", + "sha256:82d22f6e6f2916e837c91c860140ef9947e31194c82aaeda843d6551cec92f19", + "sha256:83334e84a290a158c0c4cc4d22e8c7cfe0bba5b76d37f1c2509dabd22acafe15", + "sha256:84e97f59211b5b9083a2e7a45abf91cfb441369e8bb6d1f5287382c1c526def3", + "sha256:87521e32e18a2223311afc2492ef2d99946337da0779ddcda77b82ee7319df59", + "sha256:878ebe074839d649a1cdb03a61077d05760624f36d196884a5cafb12290e187b", + "sha256:89fdfc84c6bf0bff2ff3170bb34ecba8a6911b260d318d377171429c4be18c73", + "sha256:8b4c7665a17c3a5430edb663e4ad4e1ad457614d1b2f2b7f87052e2ef4fa45ca", + "sha256:8b54cdd2fda15467b9b0bfa78cee2ddf6dbb4585ef23a16e14926f4b076dfae4", + "sha256:94728f97ddf603d23c8c3dd5cae2644fa12d33116e69f49b1644a71bb77b89ae", + "sha256:954b154a4533ef28bd3e83ffdf4eadf39deeda9e38fb8feaf066d6069885e034", + "sha256:977a1438d0e0d96573fd679d291a1542097ea9f4918a8b6494b06610dfeefbf9", + "sha256:9ade70aea559ca98f4b1b1e5650c45678052e76a8ab2f76d90f2ac64180215a2", + "sha256:9b6e21e5770df2dea06cb7b6323fbc008b13c4a4e3b52cb54685276479ee7676", + "sha256:a0d3ffa8772464441b52489b985d46001e2853a3b082c655ec5fad9fb6a3d618", + "sha256:a37594ad6356e50073fe4f60aa4187b97d15329f2138124d252a5a19c8553ea4", + "sha256:a8d86547a5e98d9edd47c432f7a14b0c5592624b496ae9880fb6332f34af1edc", + "sha256:aa44c4740b4e23fcfa259e9dd52315d2b1770064cde9507457e4c4a65a04c397", + "sha256:acc4614e8d1feb9f46dd829a8e771b8f5c4b1051365d02efb27a3229048ade8a", + "sha256:af2a51c8a381d76eabb76f228f565ed4c3701441ecec101dd18be70ebd483cfd", + "sha256:b2ae2f5e9fa10805fb1c9adbfefaaecedd9e31849434be462c3960a0139ed729", + "sha256:b46f997d5ed6d222a863b02cdc9c299101ee27974d9bbb2fd1b3c8441311c408", + "sha256:bc93f5f62df3bdc1f677066327fc81f92b83644852a31c6aa9b32c2dde86ea7d", + "sha256:bfbaa08cf1452acad9cb1c1d7b89394a41e712f88df522cea1a0f296b57782a0", + "sha256:c1e8e9033d34c2c9e186e58279879d78c94dd365068a3607af33f2bc99357a53", + "sha256:c5328ed53fdb0a73c8a50105306a3bc013e5ca36cca714ec4f7bd31d38d8a97f", + "sha256:c6a9d84ee6427b65a81fc24e6ef589cb794009f5ca4150151251c062773e7ed2", + "sha256:c98d3c04701773ad60d9545cd96df94d955329efc7743fdb96422c4b669c633b", + "sha256:cb3957c39668d10e2b486acc85f94153520a23263b6401e8f59422ef65b9520d", + "sha256:e63ad0beef6ece06475d29f47d1f2f29727805376e09850ebf64f90777962792", + "sha256:e74f8b4d8677ebb4015ac01fcaf05f34e8a1f22775db1f304f497f2f88fdc697", + "sha256:e7d0dd3e727c70c2680f5f09a0775525229809f1a35d8552b92ff10b2b14f2c2", + "sha256:ec6cf345771cdb00791d271af9a0a6fbfc2b6dd44cb753f1eeaa256e21622adb", + "sha256:ed58803563a8c87cf4c0771366cf0ad1aa265b6b0ae54cbbb53013480c7ad74d", + "sha256:f0081a623c886197ff8de9e635528fd7e6a387dccef432149e25c13946cb0cd0", + "sha256:f025f1d6825725b09c0038775acab9ae94264453a696cc797ce20c0769a7b367", + "sha256:f5f3b2942c3b8b9bfe76b408bbaba3d3bb305ee3693e8b1d631fe0a0d4f93673", + "sha256:fbd4844ff111449f3bbe20ba24fbb906b5b1c2384d0f3287c9f7da2354ce6d23" + ], + "version": "==1.2.0" + }, + "fsspec": { + "hashes": [ + "sha256:7164a488f3f5bf6a0fb39674978b756dda84e011a5db411a79791b7c38a36ff7", + "sha256:c245626e3cb8de5cd91485840b215a385fa6f2b0f6ab87978305e99e2d842753" + ], + "version": "==2021.10.1" + }, + "fuzzywuzzy": { + "hashes": [ + "sha256:45016e92264780e58972dca1b3d939ac864b78437422beecebb3095f8efd00e8", + "sha256:928244b28db720d1e0ee7587acf660ea49d7e4c632569cad4f1cd7e68a5f0993" + ], + "version": "==0.18.0" + }, + "huggingface-hub": { + "hashes": [ + "sha256:5e82637698a27f2e879a538acf02dc56a4931781f40f8441e01001c5f0026b18", + "sha256:821c8707cf7fe4b31cdccadb7ca4bac3affa47378e54426bde73edcbc5d10225" + ], + "version": "==0.1.0" + }, + "identify": { + "hashes": [ + "sha256:b9ffbeb7ed87e96ce017c66b80ca04fda3adbceb5c74e54fc7d99281d27d0859", + "sha256:ffab539d9121b386ffdea84628ff3eefda15f520f392ce11b393b0a909632cdf" + ], + "version": "==2.3.3" + }, + "idna": { + "hashes": [ + "sha256:84d9dd047ffa80596e0f246e2eab0b391788b0503584e8945f2368256d2735ff", + "sha256:9d643ff0a55b762d5cdb124b8eaa99c66322e2157b69160bc32796e824360e6d" + ], + "version": "==3.3" + }, + "importlib-metadata": { + "hashes": [ + "sha256:b618b6d2d5ffa2f16add5697cf57a46c76a56229b0ed1c438322e4e95645bd15", + "sha256:f284b3e11256ad1e5d03ab86bb2ccd6f5339688ff17a4d797a0fe7df326f23b1" + ], + "version": "==4.8.1" + }, + "ipython": { + "hashes": [ + "sha256:4f69d7423a5a1972f6347ff233e38bbf4df6a150ef20fbb00c635442ac3060aa", + "sha256:a658beaf856ce46bc453366d5dc6b2ddc6c481efd3540cb28aa3943819caac9f" + ], + "index": "pypi", + "version": "==7.29.0" + }, + "jedi": { + "hashes": [ + "sha256:18456d83f65f400ab0c2d3319e48520420ef43b23a086fdc05dff34132f0fb93", + "sha256:92550a404bad8afed881a137ec9a461fed49eca661414be45059329614ed0707" + ], + "version": "==0.18.0" + }, + "jeepney": { + "hashes": [ + "sha256:1b5a0ea5c0e7b166b2f5895b91a08c14de8915afda4407fb5022a195224958ac", + "sha256:fa9e232dfa0c498bd0b8a3a73b8d8a31978304dcef0515adc859d4e096f96f4f" + ], + "markers": "sys_platform == 'linux'", + "version": "==0.7.1" + }, + "joblib": { + "hashes": [ + "sha256:4158fcecd13733f8be669be0683b96ebdbbd38d23559f54dca7205aea1bf1e35", + "sha256:f21f109b3c7ff9d95f8387f752d0d9c34a02aa2f7060c2135f465da0e5160ff6" + ], + "version": "==1.1.0" + }, + "jsonlines": { + "hashes": [ + "sha256:6fdd03104c9a421a1ba587a121aaac743bf02d8f87fa9cdaa3b852249a241fe8", + "sha256:bfb043d4e25fd894dca67b1f2adf014e493cb65d0f18b3a74a98bfcd97c3d983" + ], + "version": "==2.0.0" + }, + "keyring": { + "hashes": [ + "sha256:6334aee6073db2fb1f30892697b1730105b5e9a77ce7e61fca6b435225493efe", + "sha256:bd2145a237ed70c8ce72978b497619ddfcae640b6dcf494402d5143e37755c6e" + ], + "version": "==23.2.1" + }, + "matplotlib-inline": { + "hashes": [ + "sha256:a04bfba22e0d1395479f866853ec1ee28eea1485c1d69a6faf00dc3e24ff34ee", + "sha256:aed605ba3b72462d64d475a21a9296f400a19c4f74a31b59103d2a99ffd5aa5c" + ], + "version": "==0.1.3" + }, + "meerkat-ml": { + "hashes": [ + "sha256:78610f105ac8226eed2fe125de186a2c593af348c9fc0dfb57d3dd5e7adcf743", + "sha256:c1ced1385675d1d8cd3f2b5ff75d445a91647d63dd9317610144fd3e5b1bf506" + ], + "version": "==0.2.1" + }, + "multidict": { + "hashes": [ + "sha256:06560fbdcf22c9387100979e65b26fba0816c162b888cb65b845d3def7a54c9b", + "sha256:067150fad08e6f2dd91a650c7a49ba65085303fcc3decbd64a57dc13a2733031", + "sha256:0a2cbcfbea6dc776782a444db819c8b78afe4db597211298dd8b2222f73e9cd0", + "sha256:0dd1c93edb444b33ba2274b66f63def8a327d607c6c790772f448a53b6ea59ce", + "sha256:0fed465af2e0eb6357ba95795d003ac0bdb546305cc2366b1fc8f0ad67cc3fda", + "sha256:116347c63ba049c1ea56e157fa8aa6edaf5e92925c9b64f3da7769bdfa012858", + "sha256:1b4ac3ba7a97b35a5ccf34f41b5a8642a01d1e55454b699e5e8e7a99b5a3acf5", + "sha256:1c7976cd1c157fa7ba5456ae5d31ccdf1479680dc9b8d8aa28afabc370df42b8", + "sha256:246145bff76cc4b19310f0ad28bd0769b940c2a49fc601b86bfd150cbd72bb22", + "sha256:25cbd39a9029b409167aa0a20d8a17f502d43f2efebfe9e3ac019fe6796c59ac", + "sha256:28e6d883acd8674887d7edc896b91751dc2d8e87fbdca8359591a13872799e4e", + "sha256:2d1d55cdf706ddc62822d394d1df53573d32a7a07d4f099470d3cb9323b721b6", + "sha256:2e77282fd1d677c313ffcaddfec236bf23f273c4fba7cdf198108f5940ae10f5", + "sha256:32fdba7333eb2351fee2596b756d730d62b5827d5e1ab2f84e6cbb287cc67fe0", + "sha256:35591729668a303a02b06e8dba0eb8140c4a1bfd4c4b3209a436a02a5ac1de11", + "sha256:380b868f55f63d048a25931a1632818f90e4be71d2081c2338fcf656d299949a", + "sha256:3822c5894c72e3b35aae9909bef66ec83e44522faf767c0ad39e0e2de11d3b55", + "sha256:38ba256ee9b310da6a1a0f013ef4e422fca30a685bcbec86a969bd520504e341", + "sha256:3bc3b1621b979621cee9f7b09f024ec76ec03cc365e638126a056317470bde1b", + "sha256:3d2d7d1fff8e09d99354c04c3fd5b560fb04639fd45926b34e27cfdec678a704", + "sha256:517d75522b7b18a3385726b54a081afd425d4f41144a5399e5abd97ccafdf36b", + "sha256:5f79c19c6420962eb17c7e48878a03053b7ccd7b69f389d5831c0a4a7f1ac0a1", + "sha256:5f841c4f14331fd1e36cbf3336ed7be2cb2a8f110ce40ea253e5573387db7621", + "sha256:637c1896497ff19e1ee27c1c2c2ddaa9f2d134bbb5e0c52254361ea20486418d", + "sha256:6ee908c070020d682e9b42c8f621e8bb10c767d04416e2ebe44e37d0f44d9ad5", + "sha256:77f0fb7200cc7dedda7a60912f2059086e29ff67cefbc58d2506638c1a9132d7", + "sha256:7878b61c867fb2df7a95e44b316f88d5a3742390c99dfba6c557a21b30180cac", + "sha256:78c106b2b506b4d895ddc801ff509f941119394b89c9115580014127414e6c2d", + "sha256:8b911d74acdc1fe2941e59b4f1a278a330e9c34c6c8ca1ee21264c51ec9b67ef", + "sha256:93de39267c4c676c9ebb2057e98a8138bade0d806aad4d864322eee0803140a0", + "sha256:9416cf11bcd73c861267e88aea71e9fcc35302b3943e45e1dbb4317f91a4b34f", + "sha256:94b117e27efd8e08b4046c57461d5a114d26b40824995a2eb58372b94f9fca02", + "sha256:9815765f9dcda04921ba467957be543423e5ec6a1136135d84f2ae092c50d87b", + "sha256:98ec9aea6223adf46999f22e2c0ab6cf33f5914be604a404f658386a8f1fba37", + "sha256:a37e9a68349f6abe24130846e2f1d2e38f7ddab30b81b754e5a1fde32f782b23", + "sha256:a43616aec0f0d53c411582c451f5d3e1123a68cc7b3475d6f7d97a626f8ff90d", + "sha256:a4771d0d0ac9d9fe9e24e33bed482a13dfc1256d008d101485fe460359476065", + "sha256:a5635bcf1b75f0f6ef3c8a1ad07b500104a971e38d3683167b9454cb6465ac86", + "sha256:a9acb76d5f3dd9421874923da2ed1e76041cb51b9337fd7f507edde1d86535d6", + "sha256:ac42181292099d91217a82e3fa3ce0e0ddf3a74fd891b7c2b347a7f5aa0edded", + "sha256:b227345e4186809d31f22087d0265655114af7cda442ecaf72246275865bebe4", + "sha256:b61f85101ef08cbbc37846ac0e43f027f7844f3fade9b7f6dd087178caedeee7", + "sha256:b70913cbf2e14275013be98a06ef4b412329fe7b4f83d64eb70dce8269ed1e1a", + "sha256:b9aad49466b8d828b96b9e3630006234879c8d3e2b0a9d99219b3121bc5cdb17", + "sha256:baf1856fab8212bf35230c019cde7c641887e3fc08cadd39d32a421a30151ea3", + "sha256:bd6c9c50bf2ad3f0448edaa1a3b55b2e6866ef8feca5d8dbec10ec7c94371d21", + "sha256:c1ff762e2ee126e6f1258650ac641e2b8e1f3d927a925aafcfde943b77a36d24", + "sha256:c30ac9f562106cd9e8071c23949a067b10211917fdcb75b4718cf5775356a940", + "sha256:c9631c642e08b9fff1c6255487e62971d8b8e821808ddd013d8ac058087591ac", + "sha256:cdd68778f96216596218b4e8882944d24a634d984ee1a5a049b300377878fa7c", + "sha256:ce8cacda0b679ebc25624d5de66c705bc53dcc7c6f02a7fb0f3ca5e227d80422", + "sha256:cfde464ca4af42a629648c0b0d79b8f295cf5b695412451716531d6916461628", + "sha256:d3def943bfd5f1c47d51fd324df1e806d8da1f8e105cc7f1c76a1daf0f7e17b0", + "sha256:d9b668c065968c5979fe6b6fa6760bb6ab9aeb94b75b73c0a9c1acf6393ac3bf", + "sha256:da7d57ea65744d249427793c042094c4016789eb2562576fb831870f9c878d9e", + "sha256:dc3a866cf6c13d59a01878cd806f219340f3e82eed514485e094321f24900677", + "sha256:df23c83398715b26ab09574217ca21e14694917a0c857e356fd39e1c64f8283f", + "sha256:dfc924a7e946dd3c6360e50e8f750d51e3ef5395c95dc054bc9eab0f70df4f9c", + "sha256:e4a67f1080123de76e4e97a18d10350df6a7182e243312426d508712e99988d4", + "sha256:e5283c0a00f48e8cafcecadebfa0ed1dac8b39e295c7248c44c665c16dc1138b", + "sha256:e58a9b5cc96e014ddf93c2227cbdeca94b56a7eb77300205d6e4001805391747", + "sha256:e6453f3cbeb78440747096f239d282cc57a2997a16b5197c9bc839099e1633d0", + "sha256:e6c4fa1ec16e01e292315ba76eb1d012c025b99d22896bd14a66628b245e3e01", + "sha256:e7d81ce5744757d2f05fc41896e3b2ae0458464b14b5a2c1e87a6a9d69aefaa8", + "sha256:ea21d4d5104b4f840b91d9dc8cbc832aba9612121eaba503e54eaab1ad140eb9", + "sha256:ecc99bce8ee42dcad15848c7885197d26841cb24fa2ee6e89d23b8993c871c64", + "sha256:f0bb0973f42ffcb5e3537548e0767079420aefd94ba990b61cf7bb8d47f4916d", + "sha256:f19001e790013ed580abfde2a4465388950728861b52f0da73e8e8a9418533c0", + "sha256:f76440e480c3b2ca7f843ff8a48dc82446b86ed4930552d736c0bac507498a52", + "sha256:f9bef5cff994ca3026fcc90680e326d1a19df9841c5e3d224076407cc21471a1", + "sha256:fc66d4016f6e50ed36fb39cd287a3878ffcebfa90008535c62e0e90a7ab713ae", + "sha256:fd77c8f3cba815aa69cb97ee2b2ef385c7c12ada9c734b0f3b32e26bb88bbf1d" + ], + "version": "==5.2.0" + }, + "multiprocess": { + "hashes": [ + "sha256:0e0a5ae4bd84e4c22baddf824d3b8168214f8c1cce51e2cb080421cb1f7b04d1", + "sha256:206bb9b97b73f87fec1ed15a19f8762950256aa84225450abc7150d02855a083", + "sha256:35d41e410ca2a32977a483ae1f40f86b193b45cecf85567c2fae402fb8bf172e", + "sha256:6aa67e805e50b6e9dfc56dd0f0c85ac3409e6791d4ec5405c5f9bc0a47d745a4", + "sha256:6f812a1d3f198b7cacd63983f60e2dc1338bd4450893f90c435067b5a3127e6f", + "sha256:85941e650c277af44fc82e3e97faacb920e5ce3615238b540cbad4012d6f60e9", + "sha256:916a314a1e0f3454033d59672ba6181fa45948ab1091d68cdd479258576e7b27", + "sha256:9a02237eae21975155c816883479f72e239d16823a6bc063173d59acec9bcf41", + "sha256:a9f58945edb234591684c0a181b744a3231643814ef3a8f47cea9a2073b4b2bb", + "sha256:b3f866f7d9c7acc1a9cb1b6063a29f5cb140ff545b35b71fd4bfdac6f19d75fa", + "sha256:be3ad3eaf204abc646d85e70e41244f66d88200628a0ab867c8fc206b97cedbf", + "sha256:c85ffc38c50c5a4f32f3f3c1a284725b7b5040188f254eba6e572c53d3da525b", + "sha256:f12a939cd2f01d0a900e7ef2aaee3c351a49fd2297d7f760b537af22727561b8" + ], + "version": "==0.70.12.2" + }, + "nodeenv": { + "hashes": [ + "sha256:3ef13ff90291ba2a4a7a4ff9a979b63ffdd00a464dbe04acf0ea6471517a4c2b", + "sha256:621e6b7076565ddcacd2db0294c0381e01fd28945ab36bcf00f41c5daf63bef7" + ], + "version": "==1.6.0" + }, + "numpy": { + "hashes": [ + "sha256:0b78ecfa070460104934e2caf51694ccd00f37d5e5dbe76f021b1b0b0d221823", + "sha256:1247ef28387b7bb7f21caf2dbe4767f4f4175df44d30604d42ad9bd701ebb31f", + "sha256:1403b4e2181fc72664737d848b60e65150f272fe5a1c1cbc16145ed43884065a", + "sha256:170b2a0805c6891ca78c1d96ee72e4c3ed1ae0a992c75444b6ab20ff038ba2cd", + "sha256:2e4ed57f45f0aa38beca2a03b6532e70e548faf2debbeb3291cfc9b315d9be8f", + "sha256:32fe5b12061f6446adcbb32cf4060a14741f9c21e15aaee59a207b6ce6423469", + "sha256:34f3456f530ae8b44231c63082c8899fe9c983fd9b108c997c4b1c8c2d435333", + "sha256:4c9c23158b87ed0e70d9a50c67e5c0b3f75bcf2581a8e34668d4e9d7474d76c6", + "sha256:5d95668e727c75b3f5088ec7700e260f90ec83f488e4c0aaccb941148b2cd377", + "sha256:615d4e328af7204c13ae3d4df7615a13ff60a49cb0d9106fde07f541207883ca", + "sha256:69077388c5a4b997442b843dbdc3a85b420fb693ec8e33020bb24d647c164fa5", + "sha256:74b85a17528ca60cf98381a5e779fc0264b4a88b46025e6bcbe9621f46bb3e63", + "sha256:81225e58ef5fce7f1d80399575576fc5febec79a8a2742e8ef86d7b03beef49f", + "sha256:8890b3360f345e8360133bc078d2dacc2843b6ee6059b568781b15b97acbe39f", + "sha256:92aafa03da8658609f59f18722b88f0a73a249101169e28415b4fa148caf7e41", + "sha256:9864424631775b0c052f3bd98bc2712d131b3e2cd95d1c0c68b91709170890b0", + "sha256:9e6f5f50d1eff2f2f752b3089a118aee1ea0da63d56c44f3865681009b0af162", + "sha256:a3deb31bc84f2b42584b8c4001c85d1934dbfb4030827110bc36bfd11509b7bf", + "sha256:ad010846cdffe7ec27e3f933397f8a8d6c801a48634f419e3d075db27acf5880", + "sha256:b1e2312f5b8843a3e4e8224b2b48fe16119617b8fc0a54df8f50098721b5bed2", + "sha256:bc988afcea53e6156546e5b2885b7efab089570783d9d82caf1cfd323b0bb3dd", + "sha256:c449eb870616a7b62e097982c622d2577b3dbc800aaf8689254ec6e0197cbf1e", + "sha256:c74c699b122918a6c4611285cc2cad4a3aafdb135c22a16ec483340ef97d573c", + "sha256:c885bfc07f77e8fee3dc879152ba993732601f1f11de248d4f357f0ffea6a6d4", + "sha256:e3c3e990274444031482a31280bf48674441e0a5b55ddb168f3a6db3e0c38ec8", + "sha256:e4799be6a2d7d3c33699a6f77201836ac975b2e1b98c2a07f66a38f499cb50ce", + "sha256:e6c76a87633aa3fa16614b61ccedfae45b91df2767cf097aa9c933932a7ed1e0", + "sha256:e89717274b41ebd568cd7943fc9418eeb49b1785b66031bc8a7f6300463c5898", + "sha256:f5162ec777ba7138906c9c274353ece5603646c6965570d82905546579573f73", + "sha256:fde96af889262e85aa033f8ee1d3241e32bf36228318a61f1ace579df4e8170d" + ], + "version": "==1.21.4" + }, + "omegaconf": { + "hashes": [ + "sha256:be93d73eaa2564fbe52d88ee13e3b79f4c6e04876b2f326551a21391f7dc6367", + "sha256:c65e05530369484e074a24038fe31812c73561aa9d916abfd1209e4073136ae5" + ], + "version": "==2.1.1" + }, + "packaging": { + "hashes": [ + "sha256:096d689d78ca690e4cd8a89568ba06d07ca097e3306a4381635073ca91479966", + "sha256:14317396d1e8cdb122989b916fa2c7e9ca8e2be9e8060a6eff75b6b7b4d8a7e0" + ], + "version": "==21.2" + }, + "pandas": { + "hashes": [ + "sha256:003ba92db58b71a5f8add604a17a059f3068ef4e8c0c365b088468d0d64935fd", + "sha256:10e10a2527db79af6e830c3d5842a4d60383b162885270f8cffc15abca4ba4a9", + "sha256:22808afb8f96e2269dcc5b846decacb2f526dd0b47baebc63d913bf847317c8f", + "sha256:2d1dc09c0013d8faa7474574d61b575f9af6257ab95c93dcf33a14fd8d2c1bab", + "sha256:35c77609acd2e4d517da41bae0c11c70d31c87aae8dd1aabd2670906c6d2c143", + "sha256:372d72a3d8a5f2dbaf566a5fa5fa7f230842ac80f29a931fb4b071502cf86b9a", + "sha256:42493f8ae67918bf129869abea8204df899902287a7f5eaf596c8e54e0ac7ff4", + "sha256:4acc28364863127bca1029fb72228e6f473bb50c32e77155e80b410e2068eeac", + "sha256:5298a733e5bfbb761181fd4672c36d0c627320eb999c59c65156c6a90c7e1b4f", + "sha256:5ba0aac1397e1d7b654fccf263a4798a9e84ef749866060d19e577e927d66e1b", + "sha256:9707bdc1ea9639c886b4d3be6e2a45812c1ac0c2080f94c31b71c9fa35556f9b", + "sha256:a2aa18d3f0b7d538e21932f637fbfe8518d085238b429e4790a35e1e44a96ffc", + "sha256:a388960f979665b447f0847626e40f99af8cf191bce9dc571d716433130cb3a7", + "sha256:a51528192755f7429c5bcc9e80832c517340317c861318fea9cea081b57c9afd", + "sha256:b528e126c13816a4374e56b7b18bfe91f7a7f6576d1aadba5dee6a87a7f479ae", + "sha256:c1aa4de4919358c5ef119f6377bc5964b3a7023c23e845d9db7d9016fa0c5b1c", + "sha256:c2646458e1dce44df9f71a01dc65f7e8fa4307f29e5c0f2f92c97f47a5bf22f5", + "sha256:c2f44425594ae85e119459bb5abb0748d76ef01d9c08583a667e3339e134218e", + "sha256:d47750cf07dee6b55d8423471be70d627314277976ff2edd1381f02d52dbadf9", + "sha256:d99d2350adb7b6c3f7f8f0e5dfb7d34ff8dd4bc0a53e62c445b7e43e163fce63", + "sha256:dd324f8ee05925ee85de0ea3f0d66e1362e8c80799eb4eb04927d32335a3e44a", + "sha256:eaca36a80acaacb8183930e2e5ad7f71539a66805d6204ea88736570b2876a7b", + "sha256:f567e972dce3bbc3a8076e0b675273b4a9e8576ac629149cf8286ee13c259ae5", + "sha256:fe48e4925455c964db914b958f6e7032d285848b7538a5e1b19aeb26ffaea3ec" + ], + "version": "==1.3.4" + }, + "parso": { + "hashes": [ + "sha256:12b83492c6239ce32ff5eed6d3639d6a536170723c6f3f1506869f1ace413398", + "sha256:a8c4922db71e4fdb90e0d0bc6e50f9b273d3397925e5e60a717e719201778d22" + ], + "version": "==0.8.2" + }, + "pexpect": { + "hashes": [ + "sha256:0b48a55dcb3c05f3329815901ea4fc1537514d6ba867a152b581d69ae3710937", + "sha256:fc65a43959d153d0114afe13997d439c22823a27cefceb5ff35c2178c6784c0c" + ], + "markers": "sys_platform != 'win32'", + "version": "==4.8.0" + }, + "pickleshare": { + "hashes": [ + "sha256:87683d47965c1da65cdacaf31c8441d12b8044cdec9aca500cd78fc2c683afca", + "sha256:9649af414d74d4df115d5d718f82acb59c9d418196b7b4290ed47a12ce62df56" + ], + "version": "==0.7.5" + }, + "pkginfo": { + "hashes": [ + "sha256:37ecd857b47e5f55949c41ed061eb51a0bee97a87c969219d144c0e023982779", + "sha256:e7432f81d08adec7297633191bbf0bd47faf13cd8724c3a13250e51d542635bd" + ], + "version": "==1.7.1" + }, + "platformdirs": { + "hashes": [ + "sha256:367a5e80b3d04d2428ffa76d33f124cf11e8fff2acdaa9b43d545f5c7d661ef2", + "sha256:8868bbe3c3c80d42f20156f22e7131d2fb321f5bc86a2a345375c6481a67021d" + ], + "version": "==2.4.0" + }, + "pre-commit": { + "hashes": [ + "sha256:3c25add78dbdfb6a28a651780d5c311ac40dd17f160eb3954a0c59da40a505a7", + "sha256:a4ed01000afcb484d9eb8d504272e642c4c4099bbad3a6b27e519bd6a3e928a6" + ], + "version": "==2.15.0" + }, + "progressbar": { + "hashes": [ + "sha256:5d81cb529da2e223b53962afd6c8ca0f05c6670e40309a7219eacc36af9b6c63" + ], + "version": "==2.5" + }, + "prompt-toolkit": { + "hashes": [ + "sha256:449f333dd120bd01f5d296a8ce1452114ba3a71fae7288d2f0ae2c918764fa72", + "sha256:48d85cdca8b6c4f16480c7ce03fd193666b62b0a21667ca56b4bb5ad679d1170" + ], + "version": "==3.0.22" + }, + "ptyprocess": { + "hashes": [ + "sha256:4b41f3967fce3af57cc7e94b888626c18bf37a083e3651ca8feeb66d492fef35", + "sha256:5c5d0a3b48ceee0b48485e0c26037c0acd7d29765ca3fbb5cb3831d347423220" + ], + "version": "==0.7.0" + }, + "pyarrow": { + "hashes": [ + "sha256:004185e0babc6f3c3fba6ba4f106e406a0113d0f82bb9ad9a8571a1978c45d04", + "sha256:0204e80777ab8f4e9abd3a765a8ec07ed1e3c4630bacda50d2ce212ef0f3826f", + "sha256:072c1a0fca4509eefd7d018b78542fb7e5c63aaf5698f1c0a6e45628ae17ba44", + "sha256:15dc0d673d3f865ca63c877bd7a2eced70b0a08969fb733a28247134b8a1f18b", + "sha256:1c38263ea438a1666b13372e7565450cfeec32dbcd1c2595749476a58465eaec", + "sha256:281ce5fa03621d786a9beb514abb09846db7f0221b50eabf543caa24037eaacd", + "sha256:2d2c681659396c745e4f1988d5dd41dcc3ad557bb8d4a8c2e44030edafc08a91", + "sha256:376c4b5f248ae63df21fe15c194e9013753164be2d38f4b3fb8bde63ac5a1958", + "sha256:465f87fa0be0b2928b2beeba22b5813a0203fb05d90fd8563eea48e08ecc030e", + "sha256:477c746ef42c039348a288584800e299456c80c5691401bb9b19aa9c02a427b7", + "sha256:5144bd9db2920c7cb566c96462d62443cc239104f94771d110f74393f2fb42a2", + "sha256:5408fa8d623e66a0445f3fb0e4027fd219bf99bfb57422d543d7b7876e2c5b55", + "sha256:5be62679201c441356d3f2a739895dcc8d4d299f2a6eabcd2163bfb6a898abba", + "sha256:5c666bc6a1cebf01206e2dc1ab05f25f39f35d3a499e0ef5cd635225e07306ca", + "sha256:6163d82cca7541774b00503c295fe86a1722820eddb958b57f091bb6f5b0a6db", + "sha256:6a1d9a2f4ee812ed0bd4182cabef99ea914ac297274f0de086f2488093d284ef", + "sha256:7a683f71b848eb6310b4ec48c0def55dac839e9994c1ac874c9b2d3d5625def1", + "sha256:82fe80309e01acf29e3943a1f6d3c98ec109fe1d356bc1ac37d639bcaadcf684", + "sha256:8c23f8cdecd3d9e49f9b0f9a651ae5549d1d32fd4901fb1bdc2d327edfba844f", + "sha256:8d41dfb09ba9236cca6245f33088eb42f3c54023da281139241e0f9f3b4b754e", + "sha256:a19e58dfb04e451cd8b7bdec3ac8848373b95dfc53492c9a69789aa9074a3c1b", + "sha256:a50d2f77b86af38ceabf45617208b9105d20e7a5eebc584e7c8c0acededd82ce", + "sha256:a5bed4f948c032c40597302e9bdfa65f62295240306976ecbe43a54924c6f94f", + "sha256:ac941a147d14993987cc8b605b721735a34b3e54d167302501fb4db1ad7382c7", + "sha256:b86d175262db1eb46afdceb36d459409eb6f8e532d3dec162f8bf572c7f57623", + "sha256:bf3400780c4d3c9cb43b1e8a1aaf2e1b7199a0572d0a645529d2784e4d0d8497", + "sha256:c7a6e7e0bf8779e9c3428ced85507541f3da9a0675e2f4781d4eb2c7042cbf81", + "sha256:cc1d4a70efd583befe92d4ea6f74ed2e0aa31ccdde767cd5cae8e77c65a1c2d4", + "sha256:d046dc78a9337baa6415be915c5a16222505233e238a1017f368243c89817eea", + "sha256:da7860688c33ca88ac05f1a487d32d96d9caa091412496c35f3d1d832145675a", + "sha256:ddf2e6e3b321adaaf716f2d5af8e92d205a9671e0cb7c0779710a567fd1dd580", + "sha256:e81508239a71943759cee272ce625ae208092dd36ef2c6713fccee30bbcf52bb", + "sha256:ea64a48a85c631eb2a0ea13ccdec5143c85b5897836b16331ee4289d27a57247", + "sha256:ed0be080cf595ea15ff1c9ff4097bbf1fcc4b50847d98c0a3c0412fbc6ede7e9", + "sha256:fb701ec4a94b92102606d4e88f0b8eba34f09a5ad8e014eaa4af76f42b7f62ae", + "sha256:fbda7595f24a639bcef3419ecfac17216efacb09f7b0f1b4c4c97f900d65ca0e" + ], + "version": "==6.0.0" + }, + "pycparser": { + "hashes": [ + "sha256:2d475327684562c3a96cc71adf7dc8c4f0565175cf86b6d7a404ff4c771f15f0", + "sha256:7582ad22678f0fcd81102833f60ef8d0e57288b6b5fb00323d101be910e35705" + ], + "version": "==2.20" + }, + "pygments": { + "hashes": [ + "sha256:b8e67fe6af78f492b3c4b3e2970c0624cbf08beb1e493b2c99b9fa1b67a20380", + "sha256:f398865f7eb6874156579fdf36bc840a03cab64d1cde9e93d68f46a425ec52c6" + ], + "version": "==2.10.0" + }, + "pyparsing": { + "hashes": [ + "sha256:c203ec8783bf771a155b207279b9bccb8dea02d8f0c9e5f8ead507bc3246ecc1", + "sha256:ef9d7589ef3c200abe66653d3f1ab1033c3c419ae9b9bdb1240a85b024efc88b" + ], + "version": "==2.4.7" + }, + "python-dateutil": { + "hashes": [ + "sha256:0123cacc1627ae19ddf3c27a5de5bd67ee4586fbdd6440d9748f8abb483d3e86", + "sha256:961d03dc3453ebbc59dbdea9e4e11c5651520a876d0f4db161e8674aae935da9" + ], + "version": "==2.8.2" + }, + "pytz": { + "hashes": [ + "sha256:3672058bc3453457b622aab7a1c3bfd5ab0bdae451512f6cf25f64ed37f5b87c", + "sha256:acad2d8b20a1af07d4e4c9d2e9285c5ed9104354062f275f3fcd88dcef4f1326" + ], + "version": "==2021.3" + }, + "pyyaml": { + "hashes": [ + "sha256:0283c35a6a9fbf047493e3a0ce8d79ef5030852c51e9d911a27badfde0605293", + "sha256:055d937d65826939cb044fc8c9b08889e8c743fdc6a32b33e2390f66013e449b", + "sha256:07751360502caac1c067a8132d150cf3d61339af5691fe9e87803040dbc5db57", + "sha256:0b4624f379dab24d3725ffde76559cff63d9ec94e1736b556dacdfebe5ab6d4b", + "sha256:0ce82d761c532fe4ec3f87fc45688bdd3a4c1dc5e0b4a19814b9009a29baefd4", + "sha256:1e4747bc279b4f613a09eb64bba2ba602d8a6664c6ce6396a4d0cd413a50ce07", + "sha256:213c60cd50106436cc818accf5baa1aba61c0189ff610f64f4a3e8c6726218ba", + "sha256:231710d57adfd809ef5d34183b8ed1eeae3f76459c18fb4a0b373ad56bedcdd9", + "sha256:277a0ef2981ca40581a47093e9e2d13b3f1fbbeffae064c1d21bfceba2030287", + "sha256:2cd5df3de48857ed0544b34e2d40e9fac445930039f3cfe4bcc592a1f836d513", + "sha256:40527857252b61eacd1d9af500c3337ba8deb8fc298940291486c465c8b46ec0", + "sha256:473f9edb243cb1935ab5a084eb238d842fb8f404ed2193a915d1784b5a6b5fc0", + "sha256:48c346915c114f5fdb3ead70312bd042a953a8ce5c7106d5bfb1a5254e47da92", + "sha256:50602afada6d6cbfad699b0c7bb50d5ccffa7e46a3d738092afddc1f9758427f", + "sha256:68fb519c14306fec9720a2a5b45bc9f0c8d1b9c72adf45c37baedfcd949c35a2", + "sha256:77f396e6ef4c73fdc33a9157446466f1cff553d979bd00ecb64385760c6babdc", + "sha256:819b3830a1543db06c4d4b865e70ded25be52a2e0631ccd2f6a47a2822f2fd7c", + "sha256:897b80890765f037df3403d22bab41627ca8811ae55e9a722fd0392850ec4d86", + "sha256:98c4d36e99714e55cfbaaee6dd5badbc9a1ec339ebfc3b1f52e293aee6bb71a4", + "sha256:9df7ed3b3d2e0ecfe09e14741b857df43adb5a3ddadc919a2d94fbdf78fea53c", + "sha256:9fa600030013c4de8165339db93d182b9431076eb98eb40ee068700c9c813e34", + "sha256:a80a78046a72361de73f8f395f1f1e49f956c6be882eed58505a15f3e430962b", + "sha256:b3d267842bf12586ba6c734f89d1f5b871df0273157918b0ccefa29deb05c21c", + "sha256:b5b9eccad747aabaaffbc6064800670f0c297e52c12754eb1d976c57e4f74dcb", + "sha256:c5687b8d43cf58545ade1fe3e055f70eac7a5a1a0bf42824308d868289a95737", + "sha256:cba8c411ef271aa037d7357a2bc8f9ee8b58b9965831d9e51baf703280dc73d3", + "sha256:d15a181d1ecd0d4270dc32edb46f7cb7733c7c508857278d3d378d14d606db2d", + "sha256:d4db7c7aef085872ef65a8fd7d6d09a14ae91f691dec3e87ee5ee0539d516f53", + "sha256:d4eccecf9adf6fbcc6861a38015c2a64f38b9d94838ac1810a9023a0609e1b78", + "sha256:d67d839ede4ed1b28a4e8909735fc992a923cdb84e618544973d7dfc71540803", + "sha256:daf496c58a8c52083df09b80c860005194014c3698698d1a57cbcfa182142a3a", + "sha256:e61ceaab6f49fb8bdfaa0f92c4b57bcfbea54c09277b1b4f7ac376bfb7a7c174", + "sha256:f84fbc98b019fef2ee9a1cb3ce93e3187a6df0b2538a651bfb890254ba9f90b5" + ], + "version": "==6.0" + }, + "readme-renderer": { + "hashes": [ + "sha256:3286806450d9961d6e3b5f8a59f77e61503799aca5155c8d8d40359b4e1e1adc", + "sha256:8299700d7a910c304072a7601eafada6712a5b011a20139417e1b1e9f04645d8" + ], + "version": "==30.0" + }, + "requests": { + "hashes": [ + "sha256:6c1246513ecd5ecd4528a0906f910e8f0f9c6b8ec72030dc9fd154dc1a6efd24", + "sha256:b8aa58f8cf793ffd8782d3d8cb19e66ef36f7aba4353eec859e74678b01b07a7" + ], + "version": "==2.26.0" + }, + "requests-toolbelt": { + "hashes": [ + "sha256:380606e1d10dc85c3bd47bf5a6095f815ec007be7a8b69c878507068df059e6f", + "sha256:968089d4584ad4ad7c171454f0a5c6dac23971e9472521ea3b6d49d610aa6fc0" + ], + "version": "==0.9.1" + }, + "rfc3986": { + "hashes": [ + "sha256:270aaf10d87d0d4e095063c65bf3ddbc6ee3d0b226328ce21e036f946e421835", + "sha256:a86d6e1f5b1dc238b218b012df0aa79409667bb209e58da56d0b94704e712a97" + ], + "version": "==1.5.0" + }, + "scikit-learn": { + "hashes": [ + "sha256:02aee3b257617da0ec98dee9572b10523dc00c25b68c195ddf100c1a93b1854b", + "sha256:059c5be0c0365321ddbcac7abf0db806fad8ecb64ee6c7cbcd58313c7d61634d", + "sha256:116e05fd990d9b363fc29bd3699ec2117d7da9088f6ca9a90173b240c5a063f1", + "sha256:11a57405c1c3514227d0c6a0bee561c94cd1284b41e236f7a1d76b3975f77593", + "sha256:32d941f12fd7e245f01da2b82943c5ce6f1133fa5375eb80caa51457532b3e7e", + "sha256:46248cc6a8b72490f723c73ff2e65e62633d14cafe9d2df3a7b3f87d332a6f7e", + "sha256:515b227f01f569145dc9f86e56f4cea9f00a613fc4d074bbfc0a92ca00bff467", + "sha256:538f3a85c4980c7572f3e754f0ba8489363976ef3e7f6a94e8f1af5ae45f6f6a", + "sha256:53bb7c605427ab187869d7a05cd3f524a3015a90e351c1788fc3a662e7f92b69", + "sha256:59b1d6df8724003fa16b7365a3b43449ee152aa6e488dd7a19f933640bb2d7fb", + "sha256:62ce4e3ddb6e6e9dcdb3e5ac7f0575dbaf56f79ce2b2edee55192b12b52df5be", + "sha256:648f4dbfdd0a1b45bf6e2e4afe3f431774c55dee05e2d28f8394d6648296f373", + "sha256:944f47b2d881b9d24aee40d643bfdc4bd2b6dc3d25b62964411c6d8882f940a1", + "sha256:a51fdbc116974d9715957366df73e5ec6f0a7a2afa017864c2e5f5834e6f494d", + "sha256:a800665527c1a63f7395a0baae3c89b0d97b54d2c23769c1c9879061bb80bc19", + "sha256:ac2ca9dbb754d61cfe1c83ba8483498ef951d29b93ec09d6f002847f210a99da", + "sha256:bd78a2442c948536f677e2744917c37cff014559648102038822c23863741c27", + "sha256:c604a813df8e7d6dfca3ae0db0a8fd7e5dff4ea9d94081ab263c81bf0b61ab4b", + "sha256:c6b9510fd2e1642314efb7aa951a0d05d963f3523e01c30b2dadde2395ebe6b4", + "sha256:ebbe4275556d3c02707bd93ae8b96d9651acd4165126e0ae64b336afa2a6dcb1", + "sha256:ee59da47e18b703f6de17d5d51b16ce086c50969d5a83db5217f0ae9372de232", + "sha256:fb7214103f6c36c1371dd8c166897e3528264a28f2e2e42573ba8c61ed4d7142", + "sha256:fc60e0371e521995a6af2ef3f5d911568506124c272889b318b8b6e497251231", + "sha256:fc75f81571137b39f9b31766e15a0e525331637e7fe8f8000a3fbfba7da3add9", + "sha256:fecb5102f0a36c16c1361ec519a7bb0260776ef40e17393a81f530569c916a7b" + ], + "version": "==1.0.1" + }, + "scipy": { + "hashes": [ + "sha256:2a0eeaab01258e0870c4022a6cd329aef3b7c6c2b606bd7cf7bb2ba9820ae561", + "sha256:3304bd5bc32e00954ac4b3f4cc382ca8824719bf348aacbec6347337d6b125fe", + "sha256:3f52470e0548cdb74fb8ddf06773ffdcca7c97550f903b1c51312ec19243a7f7", + "sha256:4729b41a4cdaf4cd011aeac816b532f990bdf97710cef59149d3e293115cf467", + "sha256:4ee952f39a4a4c7ba775a32b664b1f4b74818548b65f765987adc14bb78f5802", + "sha256:611f9cb459d0707dd8e4de0c96f86e93f61aac7475fcb225e9ec71fecdc5cebf", + "sha256:6b47d5fa7ea651054362561a28b1ccc8da9368a39514c1bbf6c0977a1c376764", + "sha256:71cfc96297617eab911e22216e8a8597703202e95636d9406df9af5c2ac99a2b", + "sha256:787749110a23502031fb1643c55a2236c99c6b989cca703ea2114d65e21728ef", + "sha256:90c07ba5f34f33299a428b0d4fa24c30d2ceba44d63f8385b2b05be460819fcb", + "sha256:a496b42dbcd04ea9924f5e92be63af3d8e0f43a274b769bfaca0a297327d54ee", + "sha256:bc61e3e5ff92d2f32bb263621d54a9cff5e3f7c420af3d1fa122ce2529de2bd9", + "sha256:c9951e3746b68974125e5e3445008a4163dd6d20ae0bbdae22b38cb8951dc11b", + "sha256:d1388fbac9dd591ea630da75c455f4cc637a7ca5ecb31a6b6cef430914749cde", + "sha256:d13f31457f2216e5705304d9f28e2826edf75487410a57aa99263fa4ffd792c2", + "sha256:d648aa85dd5074b1ed83008ae987c3fbb53d68af619fce1dee231f4d8bd40e2f", + "sha256:da9c6b336e540def0b7fd65603da8abeb306c5fc9a5f4238665cbbb5ff95cf58", + "sha256:e101bceeb9e65a90dadbc5ca31283403a2d4667b9c178db29109750568e8d112", + "sha256:efdd3825d54c58df2cc394366ca4b9166cf940a0ebddeb87b6c10053deb625ea" + ], + "version": "==1.7.1" + }, + "secretstorage": { + "hashes": [ + "sha256:422d82c36172d88d6a0ed5afdec956514b189ddbfb72fefab0c8a1cee4eaf71f", + "sha256:fd666c51a6bf200643495a04abb261f83229dcb6fd8472ec393df7ffc8b6f195" + ], + "markers": "sys_platform == 'linux'", + "version": "==3.3.1" + }, + "semver": { + "hashes": [ + "sha256:ced8b23dceb22134307c1b8abfa523da14198793d9787ac838e70e29e77458d4", + "sha256:fa0fe2722ee1c3f57eac478820c3a5ae2f624af8264cbdf9000c980ff7f75e3f" + ], + "version": "==2.13.0" + }, + "six": { + "hashes": [ + "sha256:1e61c37477a1626458e36f7b1d82aa5c9b094fa4802892072e49de9c60c4c926", + "sha256:8abb2f1d86890a2dfb989f9a77cfcfd3e47c2a354b01111771326f8aa26e0254" + ], + "version": "==1.16.0" + }, + "threadpoolctl": { + "hashes": [ + "sha256:4fade5b3b48ae4b1c30f200b28f39180371104fccc642e039e0f2435ec8cc211", + "sha256:d03115321233d0be715f0d3a5ad1d6c065fe425ddc2d671ca8e45e9fd5d7a52a" + ], + "version": "==3.0.0" + }, + "toml": { + "hashes": [ + "sha256:806143ae5bfb6a3c6e736a764057db0e6a0e05e338b5630894a5f779cabb4f9b", + "sha256:b3bda1d108d5dd99f4a20d24d9c348e91c4db7ab1b749200bded2f839ccbe68f" + ], + "version": "==0.10.2" + }, + "toolz": { + "hashes": [ + "sha256:1bc473acbf1a1db4e72a1ce587be347450e8f08324908b8a266b486f408f04d5", + "sha256:c7a47921f07822fe534fb1c01c9931ab335a4390c782bd28c6bcc7c2f71f3fbf" + ], + "version": "==0.11.1" + }, + "torch": { + "hashes": [ + "sha256:034df0b20603bfc81325094586647302891b9b20be7e36f152c7dd6af00deac1", + "sha256:13e1ffab502aa32d6841a018771b47028d02dbbc685c5b79cfd61db5464dae4e", + "sha256:3c0a942e0df104c80b0eedc30d2a19cdc3d28601bc6e280bf24b2e6255016d3b", + "sha256:4499055547087d7ef7e8a754f09c2c4f1470297ae3e5490363dba66c75501b21", + "sha256:56022b0ce94c54e95a2f63fc5a1494feb1fc3d5c7a9b35a62944651d03edef05", + "sha256:67fc509e207b8e7330f2e76e77800950317d31d035a4d19593db991962afead4", + "sha256:9013002adcb42bac05dcdbf0a03dd9f6bb5d7ab8b9817041c1176a014870786b", + "sha256:ab0cf330714c8f79a837c04784a7a5658b014cf5a4ca527e7b710155ae519cdf", + "sha256:aef7afb62e9b174b4e0e5e1e4a42e3bab3b8490a668d666f62f7d4517559fbf2", + "sha256:b812e8d40d7037748da40bb695bd849e7b2e7faad4cd06df53d2cc4531926fda", + "sha256:ca2c88fa4376e2648785029ab108e6e7abd784eb6535fc6036004b9254f9f7c1", + "sha256:d6185827b285780653cdd81d77a09fdca76a5b190d5986d552be2a5c442cfaa4", + "sha256:d6ef87470b44df9970e84542547d5ba7720bb89616602441df555a39b124e2bc", + "sha256:d82e68302c9b5c76ed585e04d61be0ca2184f70cb8ffeba8610570609ad5d7c9", + "sha256:e01ba5946267014abfdb30248bcdbd457aaa20cff749febe7fc191e5ae096af4", + "sha256:e5822200bf80a1495ad98a2bb41803eeba4a85ce373e35fc65765f7f888f5374", + "sha256:eea16c01af1980ba709c00e8d5e6c09bedb5b30f9fa2085f6a52a78d7dc4e125", + "sha256:eea675ec01ec4b4a0655fd2984f166a5ca3b933dae6ad4eb4e52eba7026dc176" + ], + "version": "==1.10.0" + }, + "tqdm": { + "hashes": [ + "sha256:8dd278a422499cd6b727e6ae4061c40b48fce8b76d1ccbf5d34fca9b7f925b0c", + "sha256:d359de7217506c9851b7869f3708d8ee53ed70a1b8edbba4dbcb47442592920d" + ], + "version": "==4.62.3" + }, + "traitlets": { + "hashes": [ + "sha256:059f456c5a7c1c82b98c2e8c799f39c9b8128f6d0d46941ee118daace9eb70c7", + "sha256:2d313cc50a42cd6c277e7d7dc8d4d7fedd06a2c215f78766ae7b1a66277e0033" + ], + "version": "==5.1.1" + }, + "twine": { + "hashes": [ + "sha256:218c42324121d4417cbcbbda59c623b8acc4becfce3daa545e6b6dd48bd21385", + "sha256:3725b79a6f1cfe84a134544ae1894706e60719ab28547cb6c6de781b9f72706d" + ], + "index": "pypi", + "version": "==3.5.0" + }, + "typing-extensions": { + "hashes": [ + "sha256:49f75d16ff11f1cd258e1b988ccff82a3ca5570217d7ad8c5f48205dd99a677e", + "sha256:d8226d10bc02a29bcc81df19a26e56a9647f8b0a6d4a83924139f4a8b01f17b7", + "sha256:f1d25edafde516b146ecd0613dabcc61409817af4766fbbcfb8d1ad4ec441a34" + ], + "version": "==3.10.0.2" + }, + "ujson": { + "hashes": [ + "sha256:0076de81aadc287f025525969bbc1272703be92933e988e5663a76ec5863628f", + "sha256:02f5a6acc5aa5b054c32bdccd17064c2cbd07c81b3a49449589a4552888f1961", + "sha256:0d61ae7a505105a16220a4282dbd552bef76968203e5e4f5edfdbb03d3159e3a", + "sha256:0db1acd8dbbf120095ce4ab118585219066ea2860332df2385a435c585036cae", + "sha256:0ebc82847938e417092fd463e593da39a280fd12585b998e435a2a45bb7a33f7", + "sha256:26e299caa9bfc2e532e16de38de2af48cde48258922cda5efc0dd447d42692fc", + "sha256:26ebe3ac1e0d18d58e11dbf7cdd0459adcefd5c025ede99be7fceae47bd1bfc6", + "sha256:32f4340c8d6a34e7fa1f9447919ebd4b6256afef0965868d51ea3cdf0694a8f7", + "sha256:3697cae44a92c2264cf307d4cdd9ea436faa75a009d35a4097362a6bbf221a1b", + "sha256:40235c3704ac7f29b24a7a785f856e1c45a567c8cd4b57a025f516733e358972", + "sha256:42f8def3e44d880774f644b53b4701a46889a9506e3fdc191c314c9e2e9b2a38", + "sha256:50ddff58727cc4f90ade4c818884c4f0fbeeb1f78f764ab2b2bc89cf1f4db126", + "sha256:50f413177206373b3568dff28c091b2d8c9145e5e54b0a524d3823293d7a29b8", + "sha256:535f1e5b336f7a0573da59bd9352e9cc6a93185bf4b1d96fb3379e07b4fc619a", + "sha256:5a885675252e041e19cb92ff76419251fdd1ab4c2ca9766cb3ecfa6ae07884d2", + "sha256:5f863b12d27867b733d380a9878fc8c3ad11d3aea8a3650c33e7a8c2a888e1eb", + "sha256:6182898d7031d083017f9be47c6d57f9c2155d9f4391b77ed6c020cab8e5a471", + "sha256:68088596e237dcda862c1760d1feb2236a8cc36804507a9fcfaa3ed21442ff64", + "sha256:6bccfff9910fbe3dae6a17ec080c48fca0bfe939b18e4b2622122109d4d2570d", + "sha256:6e8c30186eaa4f982b9b56cad30b173b71aac9d6a393d97cbcbc4ca805e87943", + "sha256:74961587e9c1682d3e04fe29e02b67ec9c88cb0c3406ad94cc617d04c6fa6db2", + "sha256:78f8da27231b20d589319f743bd65011862691c102922be85c9f27e40656a0f7", + "sha256:8ec19982b7a40fb526b8ffd6edfff2c5c10556a54416d554c4bc83b1e4140a4c", + "sha256:944dfdfae0cb4e4274a23e5070be913f7ff8f05666d8d143f2356cf873f9a77a", + "sha256:99322e08e53580867c9909637747343354b7028a8208dc5df3d09233c8f52c30", + "sha256:a6e27ff0f92c719de004b806d84f471fff0157679e57517092b8f89345eb3a79", + "sha256:ab70a29914fc202f7c8f6353bb0622b91f878e2892e57a4c7293b341d5a85133", + "sha256:adca402a97b8388c378d92c55b2bf4e8402baa5dfa059a85870a41e2f142a0d0", + "sha256:b55dde52028f3c426197b9a928618fbb2b548172eb45824ddb19cdcdf8e493f9", + "sha256:bac42d0131740b6f1d2b6a15f770c1fef0db97d05aba8564f3c75bb59a9c91c7", + "sha256:bc9e2e6933ecec17a7d351116f555caee84b798076a4c5276ab1e8654c83bd90", + "sha256:bff484c162bd77877bc9ae6333b0a684493037ce3c5d8b664e8339becf9ad139", + "sha256:c53653a12f6ce67b12e7806c190cce1db09c75de31212a5a9adbdbd7a2aba116", + "sha256:c7b2643b063f33e5e0d539cf2811793a7df9da525e63483f70c9262a343bd59d", + "sha256:c9723a5e2743ded9bc6106cb04f86244dd779ad847d8ac189cfe808ab16946c1", + "sha256:cf272e6302c62a42ed0125efcc1d891dd909bcfb3c6aa075d89de209b2b8e930", + "sha256:d0abc1526d32ebe2f2b6fefcf82b9ee8661da3f45ecac087beee6aeaa21b39ec", + "sha256:d9a0252da73d8b69de60811252cbfde215d76ee6eea935a519e223353352026c", + "sha256:dd98d659365fb9271d9f9ba21160670ddfecb93deaec8a5350519a0ab3604654", + "sha256:e7c8cffd9e45248569fa576d19b043951a3edc67cbee3dca2a6b77e6998cb1ec", + "sha256:fa68b25c987b73fb1c83ece34e52856c2c6da3031384f72638696c56fa8baca9", + "sha256:fae1e251d9f9362ebc4adbbb252d0f4a023f66f180390624826fcb1812b808e9", + "sha256:ff0ae4b1dc70c3362b04f4127e228b17e84946de611f85b32f565b990762deaf", + "sha256:fffe509f556861c7343c6cba57ed05fe7bcf4b48a934a5b946ccb45428cf8883" + ], + "version": "==4.2.0" + }, + "urllib3": { + "hashes": [ + "sha256:4987c65554f7a2dbf30c18fd48778ef124af6fab771a377103da0585e2336ece", + "sha256:c4fdf4019605b6e5423637e01bc9fe4daef873709a7973e195ceba0a62bbc844" + ], + "version": "==1.26.7" + }, + "virtualenv": { + "hashes": [ + "sha256:4b02e52a624336eece99c96e3ab7111f469c24ba226a53ec474e8e787b365814", + "sha256:576d05b46eace16a9c348085f7d0dc8ef28713a2cabaa1cf0aea41e8f12c9218" + ], + "version": "==20.10.0" + }, + "wcwidth": { + "hashes": [ + "sha256:beb4802a9cebb9144e99086eff703a642a13d6a0052920003a230f3294bbe784", + "sha256:c4d647b99872929fdb7bdcaa4fbe7f01413ed3d98077df798530e5b04f116c83" + ], + "version": "==0.2.5" + }, + "webencodings": { + "hashes": [ + "sha256:a0af1213f3c2226497a97e2b3aa01a7e4bee4f403f95be16fc9acd2947514a78", + "sha256:b36a1c245f2d304965eb4e0a82848379241dc04b865afcc4aab16748587e1923" + ], + "version": "==0.5.1" + }, + "xxhash": { + "hashes": [ + "sha256:00aaf882036d2a0fa7652cf9aeaaf2ad077b784c09ef8d60f5d97ebf0d47ffa1", + "sha256:04ae5706ddfe0fd2b46cd0b6487d3edae7e724e27d732b055ffd0f9539c4afc5", + "sha256:0b92a01dc8dcada8827de140a5df83c9e8e5c190ef8bf972c98ebbe0924ee044", + "sha256:0beb79835ca47af257f8126fccd9d5e0ba56ba7d39dab6f6b5a7acea4d8ac4b5", + "sha256:173d3f662dc88de734bd622e46a3bbac6fd00e957b3e098fa8b75b141aa4354e", + "sha256:17a3b0a2ff20879ed5c9d9c178349e9c6257db11b193e4103282d7a78ef9cb08", + "sha256:1dfa115c8e07b3e1d94ebd60a6d6ee16ea692efb890e245addb0d33b47ee1dee", + "sha256:22ddd484cd92d138feeec556387894b8ec529bab7f2feb3a177eb84baadee8c1", + "sha256:357f6a52bd18a80635cf4c83f648c42fa0609713b4183929ed019f7627af4b68", + "sha256:4243dbeb1ce09d359289844f0c54676343857fdc6a092184aea159fecdf6d9f3", + "sha256:427851234a87bfe6636c90b89bd65b7ca913befff3c7bcd92a3568e635fccc92", + "sha256:43fd97f332bd581639bb99fe8f09f7e9113d49cad4d21bef0620867f92c802c6", + "sha256:515747159fccd23fc9d1b7afeaa8bd7fc36884188b47491713d22032c5f9e502", + "sha256:57d43ce9594676b503c0a0a383481cb4e5cf736f88970bd41849fe15a68a5d48", + "sha256:5dc3da5fa855dd8e35f24d20fabfcd29c0b3ac85a14dc2c329c029971ae4eeb7", + "sha256:6077fdb44f68920c4ac8e2f34b2a107c9a218f00a698253c824a0c6c1b9622a3", + "sha256:676d6964b8a9bdaf737ae6836b886ab53b2863c6aa00d43952b130a6130d1bdc", + "sha256:686fcf2aff041df65470eccc7dcea5e7e77cfad99efcaba0c6f58bbd81846e10", + "sha256:68d067427f2c6f7b3014e28bf4794b0876ab5f6366b53e1d6f59d275b4f19a8d", + "sha256:6e5058c3fa5b42ded9a303f1a5a42d3ff732cb54c108424c63e993fc3379513c", + "sha256:6fc0b8c21a181b771e1f0c25eb8a0a241af0126f1fc19f4c3cde7233de91326f", + "sha256:71b38300e1803ab32ee787f89cdbc032b46ac5834eca9109d8fb576ae1a31741", + "sha256:73649555656dd17e809b9b3c54855f4f72144024b0e6395cd37b5395fa0f48c3", + "sha256:81ec049f4936a49311e1fc58036d7d682b5c83d6d16ba1c852a981588c90e027", + "sha256:8362693a1ce5c1373f48f047470e7797ed17dfe5babc37ba7bef50d6e6f83a72", + "sha256:9b6bb1bd34a6365c790c328a604ec5a628059fef6e4486380caa89bc12787a6e", + "sha256:9e6e5e095417060bed45119c510d5bc846b62e2a8218cb3e5a19b3ccf12e4c18", + "sha256:a0199a07a264be96ed658ba3b4e9ee58a3c678e51a18e134e2518cf1a8171e18", + "sha256:a8a68d117178f15c96cb9ae2613f53db94e0fdb34ffc69c7ab600c899c7a966c", + "sha256:a922315c8e20dae0d35e54b49fd7ee348fe0a5e2fd8ec02f6a74140e063fcdb3", + "sha256:b232b47a3aa825e0df14b1bd3e051dd327c8539e382728ddb81997d26de5256a", + "sha256:b4964e7ddca1ef9d7addef40a9f5eaa97aeda367c1d895e392533c0d2f9c3b8e", + "sha256:b4b7d4d19c125738c5fc48356505dfbd63b3cdf826dd868a1b80a73de48729b7", + "sha256:b7640e043ac6e0f503eadb108e6971d69b0c95c23fbcac3e5632578f9f906050", + "sha256:b7bead8cf6210eadf9cecf356e17af794f57c0939a3d420a00d87ea652f87b49", + "sha256:bb8c0efad20da40da1aa56f36b929b965d1adede8a1d5b37b702d378a683e0dd", + "sha256:c2e44d162c3361392dbde736ee8ba3d1a414f63e32be6c71186f2b0654559d26", + "sha256:c4a0806ffb33c9d892b5565fa010c252c7e0f4d01ded901a637dfede624e4d0c", + "sha256:c4a892bc47b6ea92bbb82499a81882548ce990d62c1862b3834f1f70e8cf4423", + "sha256:c75f8375c80c3815f49a744ef1a8303577757eb9a2dc53bed33d9318b760fec6", + "sha256:cb3a196fd1d55ce86b1123cbf3ef6603f80f4d0b46541412bb5056b0563ef384", + "sha256:d47ab1245ee4c7e6fc424ad990e4d7cfe0f206d617efe990fea34000a9242102", + "sha256:d707d2a053a5d55ccd2e59d7a228636cafeebb44c9ac3ca1c088f4d384c8c3a9", + "sha256:d7175cd7f490aae742d18eb9b519e74180958f88fa8ff47091727b3efb57bfbf", + "sha256:dac3b94881b943bbe418f5829128b9c48f69a66f816ef8b72ee0129d676dbd7c", + "sha256:dad190caa293abbb39d96b4a09f121fc971d81eb19c96e4e0db89a99a7d59b93", + "sha256:dafd1066c99d448a7a1226f10766b61ff752aaad8a4392e4cae30aafefa6fff5", + "sha256:db2352d375e6594620c462c029d3c1a1b18ff7168e470657e354f1b8b332d9dd", + "sha256:dc328d3d635ec851d6befdf6ced2134d587d3be973dbbbc489da24c0c88ecb01", + "sha256:dd9c72520f790ce6eaa535cdad1a53ded22deab43766cfa7cef42834a9a65561", + "sha256:df71aeedee74eaf670d1243b6722c8c77626f3b6e6cf2cd79f2e336b151749cd", + "sha256:dfacce97a3ccb46089e358ceaeca9300298511673bf87596da66882af386f6c7", + "sha256:e1787b9cea43f256f8d06c8429999d386a9da9cb000c265a4dde48dd08242528", + "sha256:e70059c5cc8f0cecd16d8cb0263de8f317239cabee3fa4af35c0a1ddaed2110e", + "sha256:e94fdff9b102ca7c0969230d209f7ce17020db17a89d026ac45d8ffb9e4929ec", + "sha256:eb1e9e347c9810a272154814cf5ce33a6c3ac7d0d7cbcb066e92dd5f9fa4db8f", + "sha256:eb2670ed6c435189aeb479bfff990e00b849ae0ff49945632db74b2a2a08d192", + "sha256:ebff22f1783f641c6c2b313bfc44d6cc620c17409ec512e67c7c6de809155880", + "sha256:f2bef10c417c4667310cc240d49e521e6b5fc90c4ff77a1ec78649869685e8d3", + "sha256:f49dbd3b8e4cc13f2df92fb3db39204e3258105a212e23784cbb340e415ae8ed", + "sha256:f95adf6091fa13ce19fab21fadb8d07210822320568d24a6405d6b557afc0411", + "sha256:fb28b0313c7582225373f343635674231518452331a9bdea8261d0e27b48594f", + "sha256:fdfac2014301da79cebcd8f9535c875f63242fe404d741cec5f70f400cc6a561", + "sha256:ff518ec1bd7cc33218f8f3325848c56e9c73c5df30138a64a89dd65ab1e1ffb5" + ], + "version": "==2.0.2" + }, + "yarl": { + "hashes": [ + "sha256:044daf3012e43d4b3538562da94a88fb12a6490652dbc29fb19adfa02cf72eac", + "sha256:0cba38120db72123db7c58322fa69e3c0efa933040ffb586c3a87c063ec7cae8", + "sha256:167ab7f64e409e9bdd99333fe8c67b5574a1f0495dcfd905bc7454e766729b9e", + "sha256:1be4bbb3d27a4e9aa5f3df2ab61e3701ce8fcbd3e9846dbce7c033a7e8136746", + "sha256:1ca56f002eaf7998b5fcf73b2421790da9d2586331805f38acd9997743114e98", + "sha256:1d3d5ad8ea96bd6d643d80c7b8d5977b4e2fb1bab6c9da7322616fd26203d125", + "sha256:1eb6480ef366d75b54c68164094a6a560c247370a68c02dddb11f20c4c6d3c9d", + "sha256:1edc172dcca3f11b38a9d5c7505c83c1913c0addc99cd28e993efeaafdfaa18d", + "sha256:211fcd65c58bf250fb994b53bc45a442ddc9f441f6fec53e65de8cba48ded986", + "sha256:29e0656d5497733dcddc21797da5a2ab990c0cb9719f1f969e58a4abac66234d", + "sha256:368bcf400247318382cc150aaa632582d0780b28ee6053cd80268c7e72796dec", + "sha256:39d5493c5ecd75c8093fa7700a2fb5c94fe28c839c8e40144b7ab7ccba6938c8", + "sha256:3abddf0b8e41445426d29f955b24aeecc83fa1072be1be4e0d194134a7d9baee", + "sha256:3bf8cfe8856708ede6a73907bf0501f2dc4e104085e070a41f5d88e7faf237f3", + "sha256:3ec1d9a0d7780416e657f1e405ba35ec1ba453a4f1511eb8b9fbab81cb8b3ce1", + "sha256:45399b46d60c253327a460e99856752009fcee5f5d3c80b2f7c0cae1c38d56dd", + "sha256:52690eb521d690ab041c3919666bea13ab9fbff80d615ec16fa81a297131276b", + "sha256:534b047277a9a19d858cde163aba93f3e1677d5acd92f7d10ace419d478540de", + "sha256:580c1f15500e137a8c37053e4cbf6058944d4c114701fa59944607505c2fe3a0", + "sha256:59218fef177296451b23214c91ea3aba7858b4ae3306dde120224cfe0f7a6ee8", + "sha256:5ba63585a89c9885f18331a55d25fe81dc2d82b71311ff8bd378fc8004202ff6", + "sha256:5bb7d54b8f61ba6eee541fba4b83d22b8a046b4ef4d8eb7f15a7e35db2e1e245", + "sha256:6152224d0a1eb254f97df3997d79dadd8bb2c1a02ef283dbb34b97d4f8492d23", + "sha256:67e94028817defe5e705079b10a8438b8cb56e7115fa01640e9c0bb3edf67332", + "sha256:695ba021a9e04418507fa930d5f0704edbce47076bdcfeeaba1c83683e5649d1", + "sha256:6a1a9fe17621af43e9b9fcea8bd088ba682c8192d744b386ee3c47b56eaabb2c", + "sha256:6ab0c3274d0a846840bf6c27d2c60ba771a12e4d7586bf550eefc2df0b56b3b4", + "sha256:6feca8b6bfb9eef6ee057628e71e1734caf520a907b6ec0d62839e8293e945c0", + "sha256:737e401cd0c493f7e3dd4db72aca11cfe069531c9761b8ea474926936b3c57c8", + "sha256:788713c2896f426a4e166b11f4ec538b5736294ebf7d5f654ae445fd44270832", + "sha256:797c2c412b04403d2da075fb93c123df35239cd7b4cc4e0cd9e5839b73f52c58", + "sha256:8300401dc88cad23f5b4e4c1226f44a5aa696436a4026e456fe0e5d2f7f486e6", + "sha256:87f6e082bce21464857ba58b569370e7b547d239ca22248be68ea5d6b51464a1", + "sha256:89ccbf58e6a0ab89d487c92a490cb5660d06c3a47ca08872859672f9c511fc52", + "sha256:8b0915ee85150963a9504c10de4e4729ae700af11df0dc5550e6587ed7891e92", + "sha256:8cce6f9fa3df25f55521fbb5c7e4a736683148bcc0c75b21863789e5185f9185", + "sha256:95a1873b6c0dd1c437fb3bb4a4aaa699a48c218ac7ca1e74b0bee0ab16c7d60d", + "sha256:9b4c77d92d56a4c5027572752aa35082e40c561eec776048330d2907aead891d", + "sha256:9bfcd43c65fbb339dc7086b5315750efa42a34eefad0256ba114cd8ad3896f4b", + "sha256:9c1f083e7e71b2dd01f7cd7434a5f88c15213194df38bc29b388ccdf1492b739", + "sha256:a1d0894f238763717bdcfea74558c94e3bc34aeacd3351d769460c1a586a8b05", + "sha256:a467a431a0817a292121c13cbe637348b546e6ef47ca14a790aa2fa8cc93df63", + "sha256:aa32aaa97d8b2ed4e54dc65d241a0da1c627454950f7d7b1f95b13985afd6c5d", + "sha256:ac10bbac36cd89eac19f4e51c032ba6b412b3892b685076f4acd2de18ca990aa", + "sha256:ac35ccde589ab6a1870a484ed136d49a26bcd06b6a1c6397b1967ca13ceb3913", + "sha256:bab827163113177aee910adb1f48ff7af31ee0289f434f7e22d10baf624a6dfe", + "sha256:baf81561f2972fb895e7844882898bda1eef4b07b5b385bcd308d2098f1a767b", + "sha256:bf19725fec28452474d9887a128e98dd67eee7b7d52e932e6949c532d820dc3b", + "sha256:c01a89a44bb672c38f42b49cdb0ad667b116d731b3f4c896f72302ff77d71656", + "sha256:c0910c6b6c31359d2f6184828888c983d54d09d581a4a23547a35f1d0b9484b1", + "sha256:c10ea1e80a697cf7d80d1ed414b5cb8f1eec07d618f54637067ae3c0334133c4", + "sha256:c1164a2eac148d85bbdd23e07dfcc930f2e633220f3eb3c3e2a25f6148c2819e", + "sha256:c145ab54702334c42237a6c6c4cc08703b6aa9b94e2f227ceb3d477d20c36c63", + "sha256:c17965ff3706beedafd458c452bf15bac693ecd146a60a06a214614dc097a271", + "sha256:c19324a1c5399b602f3b6e7db9478e5b1adf5cf58901996fc973fe4fccd73eed", + "sha256:c2a1ac41a6aa980db03d098a5531f13985edcb451bcd9d00670b03129922cd0d", + "sha256:c6ddcd80d79c96eb19c354d9dca95291589c5954099836b7c8d29278a7ec0bda", + "sha256:c9c6d927e098c2d360695f2e9d38870b2e92e0919be07dbe339aefa32a090265", + "sha256:cc8b7a7254c0fc3187d43d6cb54b5032d2365efd1df0cd1749c0c4df5f0ad45f", + "sha256:cff3ba513db55cc6a35076f32c4cdc27032bd075c9faef31fec749e64b45d26c", + "sha256:d260d4dc495c05d6600264a197d9d6f7fc9347f21d2594926202fd08cf89a8ba", + "sha256:d6f3d62e16c10e88d2168ba2d065aa374e3c538998ed04996cd373ff2036d64c", + "sha256:da6df107b9ccfe52d3a48165e48d72db0eca3e3029b5b8cb4fe6ee3cb870ba8b", + "sha256:dfe4b95b7e00c6635a72e2d00b478e8a28bfb122dc76349a06e20792eb53a523", + "sha256:e39378894ee6ae9f555ae2de332d513a5763276a9265f8e7cbaeb1b1ee74623a", + "sha256:ede3b46cdb719c794427dcce9d8beb4abe8b9aa1e97526cc20de9bd6583ad1ef", + "sha256:f2a8508f7350512434e41065684076f640ecce176d262a7d54f0da41d99c5a95", + "sha256:f44477ae29025d8ea87ec308539f95963ffdc31a82f42ca9deecf2d505242e72", + "sha256:f64394bd7ceef1237cc604b5a89bf748c95982a84bcd3c4bbeb40f685c810794", + "sha256:fc4dd8b01a8112809e6b636b00f487846956402834a7fd59d46d4f4267181c41", + "sha256:fce78593346c014d0d986b7ebc80d782b7f5e19843ca798ed62f8e3ba8728576", + "sha256:fd547ec596d90c8676e369dd8a581a21227fe9b4ad37d0dc7feb4ccf544c2d59" + ], + "version": "==1.7.2" + }, + "zipp": { + "hashes": [ + "sha256:71c644c5369f4a6e07636f0aa966270449561fcea2e3d6747b8d23efaa9d7832", + "sha256:9fe5ea21568a0a70e50f273397638d39b03353731e6cbbb3fd8502a33fec40bc" + ], + "version": "==3.6.0" + } + } +} diff --git a/README.md b/README.md index 19abbbb..c3ea94e 100644 --- a/README.md +++ b/README.md @@ -1,18 +1,54 @@ -# HAPI: A Large-scale Longitudinal Dataset of Commercial ML API Predictions +
+ banner + +----- +![GitHub Workflow Status](https://img.shields.io/github/workflow/status/data-centric-ai/dcbench/CI) +![GitHub](https://img.shields.io/github/license/data-centric-ai/dcbench) +[![Documentation Status](https://readthedocs.org/projects/dcbench/badge/?version=latest)](https://dcbench.readthedocs.io/en/latest/?badge=latest) +[![pre-commit](https://img.shields.io/badge/pre--commit-enabled-brightgreen?logo=pre-commit&logoColor=white)](https://github.com/pre-commit/pre-commit) +[![PyPI - Python Version](https://img.shields.io/pypi/pyversions/dcbench)](https://pypi.org/project/dcbench/) +[![codecov](https://codecov.io/gh/data-centric-ai/dcbench/branch/main/graph/badge.svg?token=MOLQYUSYQU)](https://codecov.io/gh/data-centric-ai/dcbench) [![standard-readme compliant](https://img.shields.io/badge/readme%20style-standard-brightgreen.svg?style=flat-square)](https://github.com/RichardLitt/standard-readme) [![License](https://img.shields.io/badge/license-Apache%202-blue.svg)](LICENSE) -Welcome! This repository holds a large scale longitudinal database of commercial ML API predictions. It contains 1,761,417 instances annotated by commercial ML API applications (involving APIs -from Amazon, Google, IBM, Microsoft and other providers) across diverse tasks including image tagging, speech recognition and text mining from 2020 to 2022. -### Dataset download +A benchmark of data-centric tasks from across the machine learning lifecycle. + +[**Getting Started**](#%EF%B8%8F-quickstart) +| [**What is HAPI?**](#-what-is-dcbench) +| [**Docs**](https://dcbench.readthedocs.io/en/latest/index.html) +| [**Contributing**](CONTRIBUTING.md) +| [**Website**](https://www.datacentricai.cc/) +| [**About**](#%EF%B8%8F-about) +
+ + +## ⚡️ Quickstart The full data can be downloaded [Here](https://drive.google.com/drive/folders/1jK6KywfUbh3T3SorP18nAZDhES1xZm4p?usp=sharing) -. -### Instruction, use case, and more -More contents will be updated soon. -### License -[Apache 2.0](LICENSE). +```bash +pip install hapi +``` +> Optional: some parts of Meerkat rely on optional dependencies. If you know which optional dependencies you'd like to install, you can do so using something like `pip install dcbench[dev]` instead. See setup.py for a full list of optional dependencies. + +> Installing from dev: `pip install "hapi[dev] @ git+https://github.com/data-centric-ai/dcbench@main"` + +Using a Jupyter notebook or some other interactive environment, you can import the library +and explore the data-centric problems in the benchmark: + +```python +import hapi +``` +To learn more, follow the [walkthrough](https://dcbench.readthedocs.io/en/latest/intro.html#api-walkthrough) in the docs. + + +## 💡 What is HAPI? +HAPI is a large-scale longitudinal database of commercial ML API predictions. It contains 1.7 million predictions spanning APIs including Amazon, Google, IBM, Microsoft and diverse tasks including image tagging, speech recognition and text mining from 2020 to 2022. + + + +## ✉️ About +`HAPI` was developed at Stanford in the Zou Group. Reach out to Lingjiao Chen (lingjiao [at] stanford [dot] edu) and Sabri Eyuboglu (eyuboglu [at] stanford [dot] edu) if you would like to get involved! diff --git a/hapi/__init__.py b/hapi/__init__.py new file mode 100644 index 0000000..e69de29 diff --git a/pyproject.toml b/pyproject.toml new file mode 100644 index 0000000..b0471b7 --- /dev/null +++ b/pyproject.toml @@ -0,0 +1,3 @@ +[build-system] +requires = ["setuptools", "wheel"] +build-backend = "setuptools.build_meta:__legacy__" \ No newline at end of file diff --git a/setup.py b/setup.py new file mode 100644 index 0000000..66580ad --- /dev/null +++ b/setup.py @@ -0,0 +1,156 @@ +#!/usr/bin/env python +# -*- coding: utf-8 -*- + +# Note: To use the 'upload' functionality of this file, you must: +# $ pipenv install twine --dev + +import io +import os +import sys +from distutils.util import convert_path +from shutil import rmtree + +from setuptools import Command, find_packages, setup + +main_ns = {} +ver_path = convert_path("dcbench/version.py") +with open(ver_path) as ver_file: + exec(ver_file.read(), main_ns) + + +# Package meta-data. +NAME = "hapi" +DESCRIPTION = ( + "This is a benchmark that tests various data-centric aspects of improving the " + "quality of machine learning workflows." +) +URL = "" +EMAIL = "eyuboglu@stanford.edu" +AUTHOR = "https://github.com/lchen001/HAPI" +REQUIRES_PYTHON = ">=3.7.0" +VERSION = main_ns["__version__"] + +REQUIRED = [ + "pandas", + "numpy>=1.18.0", + "jsonlines>=1.2.0", + "meerkat-ml[dev,vision,ml]", +] +EXTRAS = { + "dev": [ + "black==21.5b0", + "isort>=5.7.0", + "autoflake", + "flake8>=3.8.4", + "mypy>=0.9", + "docformatter>=1.4", + "pytest-cov>=2.10.1", + "sphinx-rtd-theme>=0.5.1", + "nbsphinx>=0.8.0", + "recommonmark>=0.7.1", + "parameterized", + "pre-commit>=2.9.3", + "sphinx-autobuild", + "google-cloud-storage", + "furo", + ], +} + +# The rest you shouldn't have to touch too much :) +# ------------------------------------------------ +# Except, perhaps the License and Trove Classifiers! +# If you do change the License, remember to change the Trove Classifier for that! + +here = os.path.abspath(os.path.dirname(__file__)) + +# Import the README and use it as the long-description. +# Note: this will only work if 'README.md' is present in your MANIFEST.in file! +try: + with io.open(os.path.join(here, "README.md"), encoding="utf-8") as f: + long_description = "\n" + f.read() +except FileNotFoundError: + long_description = DESCRIPTION + +# Load the package's __version__.py module as a dictionary. +about = {} +if not VERSION: + project_slug = NAME.lower().replace("-", "_").replace(" ", "_") + with open(os.path.join(here, project_slug, "__version__.py")) as f: + exec(f.read(), about) +else: + about["__version__"] = VERSION + + +class UploadCommand(Command): + """Support setup.py upload.""" + + description = "Build and publish the package." + user_options = [] + + @staticmethod + def status(s): + """Prints things in bold.""" + print("\033[1m{0}\033[0m".format(s)) + + def initialize_options(self): + pass + + def finalize_options(self): + pass + + def run(self): + try: + self.status("Removing previous builds…") + rmtree(os.path.join(here, "dist")) + except OSError: + pass + + self.status("Building Source and Wheel (universal) distribution…") + os.system("{0} setup.py sdist bdist_wheel --universal".format(sys.executable)) + + self.status("Uploading the package to PyPI via Twine…") + os.system("twine upload dist/*") + + self.status("Pushing git tags…") + os.system("git tag v{0}".format(about["__version__"])) + os.system("git push --tags") + + sys.exit() + + +# Where the magic happens: +setup( + name=NAME, + version=about["__version__"], + description=DESCRIPTION, + long_description=long_description, + long_description_content_type="text/markdown", + author=AUTHOR, + author_email=EMAIL, + python_requires=REQUIRES_PYTHON, + url=URL, + packages=find_packages(exclude=["tests", "*.tests", "*.tests.*", "tests.*"]), + # If your package is a single module, use this instead of 'packages': + # py_modules=['mypackage'], + # entry_points={ + # 'console_scripts': ['mycli=mymodule:cli'], + # }, + install_requires=REQUIRED, + extras_require=EXTRAS, + include_package_data=True, + license="Apache 2.0", + classifiers=[ + # Trove classifiers + # Full list: https://pypi.python.org/pypi?%3Aaction=list_classifiers + "Programming Language :: Python", + "Programming Language :: Python :: 3", + "Programming Language :: Python :: 3.7", + "Programming Language :: Python :: 3.8", + "Programming Language :: Python :: 3.9", + "Topic :: Scientific/Engineering :: Artificial Intelligence", + ], + # $ setup.py publish support. + cmdclass={ + "upload": UploadCommand, + }, +)