diff --git a/.github/workflows/docs.yaml b/.github/workflows/docs.yaml index 34ed628..1d7ea87 100644 --- a/.github/workflows/docs.yaml +++ b/.github/workflows/docs.yaml @@ -32,7 +32,7 @@ jobs: - name: Build documentation run: | poetry env use "3.10" - poetry run pdoc --docformat google src/aiai -o docs + poetry run pdoc --docformat google src/alexandra_ai -o docs - name: Compress documentation run: tar --directory docs/ -hcf artifact.tar . diff --git a/.gitignore b/.gitignore index 87a6507..c89d3c0 100644 --- a/.gitignore +++ b/.gitignore @@ -90,14 +90,14 @@ target/ .pytest_cache/ # Documentation -docs/aiai_eval/ -docs/aiai_eval.html +docs/alexandra_ai_eval/ +docs/alexandra_ai_eval.html docs/index.html docs/search.json -# AIAI -.aiai_cache/ -aiai_evaluation_results.json +# Alexandra AI +.alexandra_ai_cache/ +alexandra_ai_evaluation_results.json # Gradio logs flagged/ diff --git a/CHANGELOG.md b/CHANGELOG.md index b207931..534bb88 100644 --- a/CHANGELOG.md +++ b/CHANGELOG.md @@ -5,9 +5,22 @@ All notable changes to this project will be documented in this file. The format is based on [Keep a Changelog](http://keepachangelog.com/en/1.0.0/) and this project adheres to [Semantic Versioning](http://semver.org/spec/v2.0.0.html). +## [Unreleased] + +### Added + +- Support for evaluation of local Hugging Face models. +- Tests for the `question_answering`-task. +- The `automatic_speech_recognition`-task. +- Util functions, `leaderboard_utils`, for interacting with the associated REST-api which interacts with the leaderboard holding the evaluation results. +- A new function in the `evaluator` module, called `_send_results_to_leaderboard` which sends evaluation results to the leaderboard using the util functions from `leaderboard_utils`, and tests for this function and `leaderboard_utils`. +- The `discourse-coherence`-task. +- Support for integer labels. ## [v0.0.1] - 2022-08-29 + ### Added + - First release, which includes evaluation of sentiment models from the Hugging Face Hub. This can be run with the CLI using the `evaluate` command, or via a script using the `Evaluator` class. diff --git a/CONTRIBUTING.md b/CONTRIBUTING.md index b5db1eb..15a2b24 100644 --- a/CONTRIBUTING.md +++ b/CONTRIBUTING.md @@ -1,4 +1,4 @@ -# Welcome to AIAI contributing guide +# Welcome to Alexandra AI contributing guide Thank you for investing your time in contributing to our project! :sparkles:. @@ -8,7 +8,6 @@ respectable. In this guide you will get an overview of the contribution workflow from opening an issue, creating a PR, reviewing, and merging the PR. - ## New contributor guide To get an overview of the project, read the [README](README.md). Here are some @@ -19,7 +18,6 @@ resources to help you get started with open source contributions: - [GitHub flow](https://docs.github.com/en/get-started/quickstart/github-flow) - [Collaborating with pull requests](https://docs.github.com/en/github/collaborating-with-pull-requests) - ## Getting started ### Issues @@ -29,11 +27,11 @@ resources to help you get started with open source contributions: If you spot a problem with the package, [search if an issue already exists](https://docs.github.com/en/github/searching-for-information-on-github/searching-on-github/searching-issues-and-pull-requests#search-by-the-title-body-or-comments). If a related issue doesn't exist, you can open a new issue using a relevant [issue -form](https://github.com/alexandrainst/aiai/issues). +form](https://github.com/alexandrainst/AlexandraAI/issues). #### Solve an issue -Scan through our [existing issues](https://github.com/alexandrainst/aiai/issues) +Scan through our [existing issues](https://github.com/alexandrainst/AlexandraAI/issues) to find one that interests you. You can narrow down the search using `labels` as filters. See [Labels](/contributing/how-to-use-labels.md) for more information. If you find an issue to work on, you are welcome to open a PR with a fix. @@ -41,6 +39,7 @@ find an issue to work on, you are welcome to open a PR with a fix. ### Make Changes 1. Fork the repository. + - Using GitHub Desktop: - [Getting started with GitHub Desktop](https://docs.github.com/en/desktop/installing-and-configuring-github-desktop/getting-started-with-github-desktop) will guide you through setting up Desktop. - Once Desktop is set up, you can use it to [fork the repo](https://docs.github.com/en/desktop/contributing-and-collaborating-using-github-desktop/cloning-and-forking-repositories-from-github-desktop)! @@ -64,6 +63,7 @@ Once your changes are ready, don't forget to ### Pull Request When you're finished with the changes, create a pull request, also known as a PR. + - Fill the "Ready for review" template so that we can review your PR. This template helps reviewers understand your changes as well as the purpose of your pull request. - Don't forget to [link PR to @@ -75,6 +75,7 @@ When you're finished with the changes, create a pull request, also known as a PR Once you submit your PR, a team member will review your proposal. We may ask questions or request for additional information. + - We may ask for changes to be made before a PR can be merged, either using [suggested changes](https://docs.github.com/en/github/collaborating-with-issues-and-pull-requests/incorporating-feedback-in-your-pull-request) or pull request comments. You can apply suggested changes directly through the UI. @@ -85,6 +86,6 @@ questions or request for additional information. tutorial](https://github.com/skills/resolve-merge-conflicts) to help you resolve merge conflicts and other issues. -### Your PR is merged! +### Your PR is merged -Congratulations :tada::tada: The AIAI team thanks you :sparkles:. +Congratulations :tada::tada: The AlexandraAI team thanks you :sparkles:. diff --git a/README.md b/README.md index 0862cd4..362c306 100644 --- a/README.md +++ b/README.md @@ -1,68 +1,74 @@ -
- -
+# AlexandraAI ### A Python package for Danish data science -##### _(pronounced as in "Aye aye captain")_ ______________________________________________________________________ -[![PyPI Status](https://badge.fury.io/py/aiai.svg)](https://pypi.org/project/aiai/) -[![Documentation](https://img.shields.io/badge/docs-passing-green)](https://alexandrainst.github.io/AIAI/aiai.html) -[![License](https://img.shields.io/github/license/alexandrainst/aiai)](https://github.com/alexandrainst/aiai/blob/main/LICENSE) -[![LastCommit](https://img.shields.io/github/last-commit/alexandrainst/aiai)](https://github.com/alexandrainst/aiai/commits/main) -[![Code Coverage](https://img.shields.io/badge/Coverage-100%25-brightgreen.svg)](https://github.com/alexandrainst/aiai/tree/main/tests) - +[![PyPI Status](https://badge.fury.io/py/alexandra_ai.svg)](https://pypi.org/project/alexandra_ai/) +[![Documentation](https://img.shields.io/badge/docs-passing-green)](https://alexandrainst.github.io/AlexandraAI/alexandra_ai.html) +[![License](https://img.shields.io/github/license/alexandrainst/AlexandraAI)](https://github.com/alexandrainst/AlexandraAI/blob/main/LICENSE) +[![LastCommit](https://img.shields.io/github/last-commit/alexandrainst/AlexandraAI)](https://github.com/alexandrainst/AlexandraAI/commits/main) +[![Code Coverage](https://img.shields.io/badge/Coverage-100%25-brightgreen.svg)](https://github.com/alexandrainst/AlexandraAI/tree/main/tests) ## Installation + To install the package simply write the following command in your favorite terminal: + ``` -$ pip install aiai +pip install alexandra-ai ``` ## Quickstart + ### Benchmarking from the Command Line + The easiest way to benchmark pretrained models is via the command line interface. After having installed the package, you can benchmark your favorite model like so: + ``` -$ evaluate --model-id --task +evaluate --model-id --task ``` Here `model_id` is the HuggingFace model ID, which can be found on the [HuggingFace Hub](https://huggingface.co/models), and `task` is the task you want to benchmark the model on, such as "ner" for named entity recognition. See all options by typing + ``` -$ evaluate --help +evaluate --help ``` The specific model version to use can also be added after the suffix '@': + ``` -$ evaluate --model_id @ +evaluate --model_id @ ``` It can be a branch name, a tag name, or a commit id. It defaults to 'main' for latest. Multiple models and tasks can be specified by just attaching multiple arguments. Here is an example with two models: + ``` -$ evaluate --model_id --model_id --task ner +evaluate --model_id --model_id --task ner ``` See all the arguments and options available for the `evaluate` command by typing + ``` -$ evaluate --help +evaluate --help ``` ### Benchmarking from a Script + In a script, the syntax is similar to the command line interface. You simply initialise an object of the `Evaluator` class, and call this evaluate object with your favorite models and/or datasets: + ``` ->>> from aiai import Evaluator +>>> from alexandra_ai import Evaluator >>> evaluator = Evaluator() >>> evaluator('', '') ``` - ## Contributors If you feel like this package is missing a crucial feature, if you encounter a bug or @@ -72,27 +78,21 @@ check out all the ways you can contribute to this package. :sparkles: - _Your name here?_ :tada: - ## Maintainers -The following are the core maintainers of the `aiai` package: +The following are the core maintainers of the `alexandra_ai` package: - [@saattrupdan](https://github.com/saattrupdan) (Dan Saattrup Nielsen; saattrupdan@alexandra.dk) - [@AJDERS](https://github.com/AJDERS) (Anders Jess Pedersen; anders.j.pedersen@alexandra.dk) +## The AlexandraAI ecosystem -## The AIAI ecosystem - -This package is a wrapper around several AIAI packages, each of which is standalone: - -- [AIAI-eval](https://github.com/alexandrainst/AIAI-eval): Evaluation of finetuned models. -- [AIAI-train](https://github.com/alexandrainst/AIAI-train): Finetuning machine learning models. -- [AIAI-deploy](https://github.com/alexandrainst/AIAI-deploy): Deployment and monitoring of machine learning models. -- [AIAI-data](https://github.com/alexandrainst/AIAI-data): Accessing external data sources. -- [AIAI-anon](https://github.com/alexandrainst/AIAI-anon): Anonymization and pseudonymization of texts. +This package is a wrapper around other AlexandraAI packages, each of which is standalone: +- [AlexandraAI-eval](https://github.com/alexandrainst/AlexandraAI-eval): Evaluation of finetuned models. ## Project structure + ``` . ├── .flake8 @@ -108,13 +108,12 @@ This package is a wrapper around several AIAI packages, each of which is standal ├── LICENSE ├── README.md ├── gfx -│   └── aiai-logo.png ├── makefile ├── notebooks ├── poetry.toml ├── pyproject.toml ├── src -│   ├── aiai +│   ├── alexandra_ai │   │   └── __init__.py │   └── scripts │   ├── fix_dot_env_file.py diff --git a/makefile b/makefile index f631e1f..0f9598e 100644 --- a/makefile +++ b/makefile @@ -53,7 +53,7 @@ setup-git: @poetry run pre-commit install docs: - @poetry run pdoc --docformat google src/aiai -o docs + @poetry run pdoc --docformat google src/alexandra_ai -o docs @echo "Saved documentation." view-docs: @@ -65,7 +65,7 @@ view-docs: (*CYGWIN*) openCmd='cygstart'; ;; \ (*) echo 'Error: Unsupported platform: $${uname}'; exit 2; ;; \ esac; \ - "$${openCmd}" docs/aiai.html + "$${openCmd}" docs/alexandra_ai.html bump-major: @poetry run python -m src.scripts.versioning --major @@ -117,7 +117,7 @@ tree: -I *.txt \ -I checkpoint-* \ -I .coverage* \ - -I .aiai_cache \ - -I aiai_evaluation_results.json \ + -I .alexandra_ai_cache \ + -I alexandra_ai_evaluation_results.json \ -I __pycache__ \ -I flagged diff --git a/poetry.lock b/poetry.lock index 9cf0c1a..54c4c0e 100644 --- a/poetry.lock +++ b/poetry.lock @@ -1,29 +1,14 @@ [[package]] -name = "aiai-eval" -version = "0.0.1" -description = "Evaluation of finetuned models." +name = "aiofiles" +version = "23.1.0" +description = "File support for asyncio." category = "main" optional = false -python-versions = ">=3.8,<3.11" - -[package.dependencies] -codecarbon = ">=2.1.3,<3.0.0" -datasets = ">=2.4.0,<3.0.0" -fsspec = ">=2022.7.1,<2023.0.0" -gradio = ">=3.1.7,<4.0.0" -huggingface-hub = ">=0.8.1,<1.0.0" -protobuf = ">=4.21.4,<5.0.0" -sentencepiece = ">=0.1.96,<0.2.0" -seqeval = ">=1.2.2,<2.0.0" -spacy = ">=3.4.1,<4.0.0" -termcolor = ">=1.1.0,<2.0.0" -torch = ">=1.12.0,<2.0.0" -tqdm = ">=4.64.0,<5.0.0" -transformers = ">=4.21.0,<5.0.0" +python-versions = ">=3.7,<4.0" [[package]] name = "aiohttp" -version = "3.8.1" +version = "3.8.4" description = "Async http client/server framework (asyncio)" category = "main" optional = false @@ -33,46 +18,80 @@ python-versions = ">=3.6" aiosignal = ">=1.1.2" async-timeout = ">=4.0.0a3,<5.0" attrs = ">=17.3.0" -charset-normalizer = ">=2.0,<3.0" +charset-normalizer = ">=2.0,<4.0" frozenlist = ">=1.1.1" multidict = ">=4.5,<7.0" yarl = ">=1.0,<2.0" [package.extras] -speedups = ["aiodns", "brotli", "cchardet"] +speedups = ["Brotli", "aiodns", "cchardet"] [[package]] name = "aiosignal" -version = "1.2.0" +version = "1.3.1" description = "aiosignal: a list of registered asynchronous callbacks" category = "main" optional = false -python-versions = ">=3.6" +python-versions = ">=3.7" [package.dependencies] frozenlist = ">=1.1.0" [[package]] -name = "analytics-python" -version = "1.4.0" -description = "The hassle-free way to integrate analytics into any python application." +name = "alexandra-ai-eval" +version = "0.1.0" +description = "Evaluation of finetuned models." category = "main" optional = false -python-versions = "*" +python-versions = ">=3.8,<3.11" [package.dependencies] -backoff = "1.10.0" -monotonic = ">=1.5" -python-dateutil = ">2.1" -requests = ">=2.7,<3.0" -six = ">=1.5" +codecarbon = ">=2.1.3,<3.0.0" +colorama = ">=0.4.5,<1.0.0" +datasets = ">=2.4.0,<3.0.0" +evaluate = ">=0.3.0,<1.0.0" +fsspec = ">=2022.7.1,<2023.0.0" +gradio = ">=3.1.7,<4.0.0" +huggingface-hub = ">=0.8.1,<1.0.0" +jiwer = ">=2.5.1,<3.0.0" +librosa = ">=0.9.2,<1.0.0" +protobuf = ">=3.0.0,<3.21.0" +psutil = ">=5.9.0,<5.9.2" +pyctcdecode = ">=0.4.0,<1.0.0" +pypi-kenlm = ">=0.1.20220713,<1.0.0" +sentencepiece = ">=0.1.96,<1.0.0" +seqeval = ">=1.2.2,<2.0.0" +soundfile = ">=0.11.0,<1.0.0" +spacy = ">=3.4.1,<4.0.0" +tabulate = ">=0.9.0,<1.0.0" +termcolor = ">=1.1.0,<2.0.0" +torch = ">=1.13.1,<2.0.0" +torchaudio = ">=0.13.1,<1.0.0" +tqdm = ">=4.64.0,<5.0.0" +transformers = ">=4.23.0,<5.0.0" + +[[package]] +name = "altair" +version = "4.2.2" +description = "Altair: A declarative statistical visualization library for Python." +category = "main" +optional = false +python-versions = ">=3.7" + +[package.dependencies] +entrypoints = "*" +jinja2 = "*" +jsonschema = ">=3.0" +numpy = "*" +pandas = ">=0.18" +toolz = "*" [package.extras] -test = ["flake8 (==3.7.9)", "pylint (==1.9.3)", "mock (==2.0.0)"] +dev = ["black", "docutils", "flake8", "ipython", "m2r", "mistune (<2.0.0)", "pytest", "recommonmark", "sphinx", "vega-datasets"] [[package]] name = "anyio" -version = "3.6.1" +version = "3.6.2" description = "High level compatibility layer for multiple asynchronous event loop implementations" category = "main" optional = false @@ -83,13 +102,21 @@ idna = ">=2.8" sniffio = ">=1.1" [package.extras] -doc = ["packaging", "sphinx-rtd-theme", "sphinx-autodoc-typehints (>=1.2.0)"] -test = ["coverage[toml] (>=4.5)", "hypothesis (>=4.0)", "pytest (>=7.0)", "pytest-mock (>=3.6.1)", "trustme", "contextlib2", "uvloop (<0.15)", "mock (>=4)", "uvloop (>=0.15)"] -trio = ["trio (>=0.16)"] +doc = ["packaging", "sphinx-autodoc-typehints (>=1.2.0)", "sphinx-rtd-theme"] +test = ["contextlib2", "coverage[toml] (>=4.5)", "hypothesis (>=4.0)", "mock (>=4)", "pytest (>=7.0)", "pytest-mock (>=3.6.1)", "trustme", "uvloop (<0.15)", "uvloop (>=0.15)"] +trio = ["trio (>=0.16,<0.22)"] + +[[package]] +name = "appdirs" +version = "1.4.4" +description = "A small Python module for determining appropriate platform-specific dirs, e.g. a \"user data dir\"." +category = "main" +optional = false +python-versions = "*" [[package]] name = "arrow" -version = "1.2.2" +version = "1.2.3" description = "Better dates & times for Python" category = "main" optional = false @@ -108,6 +135,7 @@ python-versions = "*" [package.dependencies] six = ">=1.6.1,<2.0" +wheel = ">=0.23.0,<1.0" [[package]] name = "async-timeout" @@ -127,45 +155,35 @@ python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*" [[package]] name = "attrs" -version = "22.1.0" +version = "22.2.0" description = "Classes Without Boilerplate" category = "main" optional = false -python-versions = ">=3.5" +python-versions = ">=3.6" [package.extras] -dev = ["coverage[toml] (>=5.0.2)", "hypothesis", "pympler", "pytest (>=4.3.0)", "mypy (>=0.900,!=0.940)", "pytest-mypy-plugins", "zope.interface", "furo", "sphinx", "sphinx-notfound-page", "pre-commit", "cloudpickle"] -docs = ["furo", "sphinx", "zope.interface", "sphinx-notfound-page"] -tests = ["coverage[toml] (>=5.0.2)", "hypothesis", "pympler", "pytest (>=4.3.0)", "mypy (>=0.900,!=0.940)", "pytest-mypy-plugins", "zope.interface", "cloudpickle"] -tests_no_zope = ["coverage[toml] (>=5.0.2)", "hypothesis", "pympler", "pytest (>=4.3.0)", "mypy (>=0.900,!=0.940)", "pytest-mypy-plugins", "cloudpickle"] - -[[package]] -name = "backoff" -version = "1.10.0" -description = "Function decoration for backoff and retry" -category = "main" -optional = false -python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*" +cov = ["attrs[tests]", "coverage-enable-subprocess", "coverage[toml] (>=5.3)"] +dev = ["attrs[docs,tests]"] +docs = ["furo", "myst-parser", "sphinx", "sphinx-notfound-page", "sphinxcontrib-towncrier", "towncrier", "zope.interface"] +tests = ["attrs[tests-no-zope]", "zope.interface"] +tests-no-zope = ["cloudpickle", "hypothesis", "mypy (>=0.971,<0.990)", "pympler", "pytest (>=4.3.0)", "pytest-mypy-plugins", "pytest-xdist[psutil]"] +tests_no_zope = ["cloudpickle", "hypothesis", "mypy (>=0.971,<0.990)", "pympler", "pytest (>=4.3.0)", "pytest-mypy-plugins", "pytest-xdist[psutil]"] [[package]] -name = "bcrypt" -version = "4.0.0" -description = "Modern password hashing for your software and your servers" +name = "audioread" +version = "3.0.0" +description = "multi-library, cross-platform audio decoding" category = "main" optional = false python-versions = ">=3.6" -[package.extras] -tests = ["pytest (>=3.2.1,!=3.3.0)"] -typecheck = ["mypy"] - [[package]] name = "black" -version = "22.6.0" +version = "22.12.0" description = "The uncompromising code formatter." category = "dev" optional = false -python-versions = ">=3.6.2" +python-versions = ">=3.7" [package.dependencies] click = ">=8.0.0" @@ -183,7 +201,7 @@ uvloop = ["uvloop (>=0.15.2)"] [[package]] name = "blis" -version = "0.7.8" +version = "0.7.9" description = "The Blis BLAS-like linear algebra library, as a self-contained C-extension." category = "main" optional = false @@ -202,7 +220,7 @@ python-versions = ">=3.6" [[package]] name = "certifi" -version = "2022.6.15" +version = "2022.12.7" description = "Python package for providing Mozilla's CA Bundle." category = "main" optional = false @@ -229,14 +247,11 @@ python-versions = ">=3.6.1" [[package]] name = "charset-normalizer" -version = "2.1.1" +version = "3.0.1" description = "The Real First Universal Charset Detector. Open, modern and actively maintained alternative to Chardet." category = "main" optional = false -python-versions = ">=3.6.0" - -[package.extras] -unicode_backport = ["unicodedata2"] +python-versions = "*" [[package]] name = "click" @@ -251,7 +266,7 @@ colorama = {version = "*", markers = "platform_system == \"Windows\""} [[package]] name = "codecarbon" -version = "2.1.3" +version = "2.1.4" description = "" category = "main" optional = false @@ -268,48 +283,59 @@ pynvml = "*" requests = "*" [package.extras] -viz = ["fire", "dash-bootstrap-components", "dash"] +viz = ["dash", "dash-bootstrap-components (<1.0.0)", "fire"] [[package]] name = "colorama" -version = "0.4.5" +version = "0.4.6" description = "Cross-platform colored terminal text." category = "main" optional = false -python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*" +python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,!=3.5.*,!=3.6.*,>=2.7" [[package]] -name = "coverage" -version = "5.5" -description = "Code coverage measurement for Python" -category = "dev" +name = "confection" +version = "0.0.4" +description = "The sweetest config system for Python" +category = "main" optional = false -python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*, <4" +python-versions = ">=3.6" [package.dependencies] -toml = {version = "*", optional = true, markers = "extra == \"toml\""} +pydantic = ">=1.7.4,<1.8 || >1.8,<1.8.1 || >1.8.1,<1.11.0" +srsly = ">=2.4.0,<3.0.0" + +[[package]] +name = "contourpy" +version = "1.0.7" +description = "Python library for calculating contours of 2D quadrilateral grids" +category = "main" +optional = false +python-versions = ">=3.8" + +[package.dependencies] +numpy = ">=1.16" [package.extras] -toml = ["toml"] +bokeh = ["bokeh", "chromedriver", "selenium"] +docs = ["furo", "sphinx-copybutton"] +mypy = ["contourpy[bokeh]", "docutils-stubs", "mypy (==0.991)", "types-Pillow"] +test = ["Pillow", "matplotlib", "pytest"] +test-no-images = ["pytest"] [[package]] -name = "cryptography" -version = "37.0.4" -description = "cryptography is a package which provides cryptographic recipes and primitives to Python developers." -category = "main" +name = "coverage" +version = "5.5" +description = "Code coverage measurement for Python" +category = "dev" optional = false -python-versions = ">=3.6" +python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*, <4" [package.dependencies] -cffi = ">=1.12" +toml = {version = "*", optional = true, markers = "extra == \"toml\""} [package.extras] -docs = ["sphinx (>=1.6.5,!=1.8.0,!=3.1.0,!=3.1.1)", "sphinx-rtd-theme"] -docstest = ["pyenchant (>=1.6.11)", "twine (>=1.12.0)", "sphinxcontrib-spelling (>=4.0.1)"] -pep8test = ["black", "flake8", "flake8-import-order", "pep8-naming"] -sdist = ["setuptools_rust (>=0.11.4)"] -ssh = ["bcrypt (>=3.1.5)"] -test = ["pytest (>=6.2.0)", "pytest-benchmark", "pytest-cov", "pytest-subtests", "pytest-xdist", "pretend", "iso8601", "pytz", "hypothesis (>=1.11.4,!=3.79.2)"] +toml = ["toml"] [[package]] name = "cycler" @@ -321,7 +347,7 @@ python-versions = ">=3.6" [[package]] name = "cymem" -version = "2.0.6" +version = "2.0.7" description = "Manage calls to calloc/free through Cython" category = "main" optional = false @@ -329,48 +355,58 @@ python-versions = "*" [[package]] name = "datasets" -version = "2.4.0" +version = "2.9.0" description = "HuggingFace community-driven open-source library of datasets" category = "main" optional = false -python-versions = "*" +python-versions = ">=3.7.0" [package.dependencies] aiohttp = "*" -dill = "<0.3.6" +dill = "<0.3.7" fsspec = {version = ">=2021.11.1", extras = ["http"]} -huggingface-hub = ">=0.1.0,<1.0.0" +huggingface-hub = ">=0.2.0,<1.0.0" multiprocess = "*" numpy = ">=1.17" packaging = "*" pandas = "*" pyarrow = ">=6.0.0" +pyyaml = ">=5.1" requests = ">=2.19.0" responses = "<0.19" tqdm = ">=4.62.1" xxhash = "*" [package.extras] -vision = ["Pillow (>=6.2.1)"] -torch = ["torch"] -tests = ["importlib-resources", "librosa", "Pillow (>=6.2.1)", "six (>=1.15.0,<1.16.0)", "Werkzeug (>=1.0.1)", "texttable (>=1.6.3)", "tldextract (>=3.1.0)", "requests-file (>=1.5.1)", "toml (>=0.10.1)", "seqeval", "scipy", "scikit-learn", "sacrebleu", "rouge-score (<0.0.7)", "mauve-text", "jiwer", "bert-score (>=0.3.6)", "sacremoses", "sentencepiece", "zstandard", "tldextract", "py7zr", "openpyxl", "nltk", "mwparserfromhell", "lz4", "lxml", "langdetect", "h5py", "conllu", "bs4", "transformers", "soundfile", "torchaudio", "torch", "tensorflow (>=2.3,!=2.6.0,!=2.6.1)", "s3fs (>=2021.11.1)", "rarfile (>=4.0)", "moto[server,s3] (==2.0.4)", "fsspec", "faiss-cpu (>=1.6.4)", "botocore (>=1.22.8)", "boto3 (>=1.19.8)", "aiobotocore (>=2.0.1)", "elasticsearch (<8.0.0)", "apache-beam (>=2.26.0)", "pytest-xdist", "pytest-datadir", "pytest", "absl-py"] -tensorflow_gpu = ["tensorflow-gpu (>=2.2.0,!=2.6.0,!=2.6.1)"] -tensorflow = ["tensorflow (>=2.2.0,!=2.6.0,!=2.6.1)"] -s3 = ["s3fs", "botocore", "boto3", "fsspec"] -quality = ["pyyaml (>=5.3.1)", "isort (>=5.0.0)", "flake8 (>=3.8.3)", "black (>=22.0,<23.0)"] -docs = ["s3fs"] -dev = ["importlib-resources", "pyyaml (>=5.3.1)", "isort (>=5.0.0)", "flake8 (>=3.8.3)", "black (>=22.0,<23.0)", "librosa", "Pillow (>=6.2.1)", "six (>=1.15.0,<1.16.0)", "Werkzeug (>=1.0.1)", "texttable (>=1.6.3)", "tldextract (>=3.1.0)", "requests-file (>=1.5.1)", "toml (>=0.10.1)", "seqeval", "scipy", "scikit-learn", "sacrebleu", "rouge-score (<0.0.7)", "mauve-text", "jiwer", "bert-score (>=0.3.6)", "sacremoses", "sentencepiece", "zstandard", "tldextract", "py7zr", "openpyxl", "nltk", "mwparserfromhell", "lz4", "lxml", "langdetect", "h5py", "conllu", "bs4", "transformers", "soundfile", "torchaudio", "torch", "tensorflow (>=2.3,!=2.6.0,!=2.6.1)", "s3fs (>=2021.11.1)", "rarfile (>=4.0)", "moto[server,s3] (==2.0.4)", "fsspec", "faiss-cpu (>=1.6.4)", "botocore (>=1.22.8)", "boto3 (>=1.19.8)", "aiobotocore (>=2.0.1)", "elasticsearch (<8.0.0)", "apache-beam (>=2.26.0)", "pytest-xdist", "pytest-datadir", "pytest", "absl-py"] -benchmarks = ["transformers (==3.0.2)", "torch (==1.6.0)", "tensorflow (==2.3.0)", "numpy (==1.18.5)"] +apache-beam = ["apache-beam (>=2.26.0,<2.44.0)"] audio = ["librosa"] -apache-beam = ["apache-beam (>=2.26.0)"] +benchmarks = ["numpy (==1.18.5)", "tensorflow (==2.3.0)", "torch (==1.7.1)", "transformers (==3.0.2)"] +dev = ["Pillow (>=6.2.1)", "absl-py", "apache-beam (>=2.26.0,<2.44.0)", "black (>=22.0,<23.0)", "elasticsearch (<8.0.0)", "faiss-cpu (>=1.6.4)", "flake8 (>=3.8.3)", "isort (>=5.0.0)", "librosa", "lz4", "py7zr", "pytest", "pytest-datadir", "pytest-xdist", "pyyaml (>=5.3.1)", "rarfile (>=4.0)", "s3fs", "s3fs (>=2021.11.1)", "soundfile", "tensorflow (>=2.3,!=2.6.0,!=2.6.1)", "tensorflow-macos", "torch", "torchaudio (<0.12.0)", "transformers", "zstandard"] +docs = ["s3fs"] +metrics-tests = ["Werkzeug (>=1.0.1)", "bert-score (>=0.3.6)", "jiwer", "langdetect", "mauve-text", "nltk", "requests-file (>=1.5.1)", "rouge-score", "sacrebleu", "sacremoses", "scikit-learn", "scipy", "sentencepiece", "seqeval", "six (>=1.15.0,<1.16.0)", "spacy (>=3.0.0)", "sqlalchemy", "texttable (>=1.6.3)", "tldextract", "tldextract (>=3.1.0)", "toml (>=0.10.1)", "typer (<0.5.0)"] +quality = ["black (>=22.0,<23.0)", "flake8 (>=3.8.3)", "isort (>=5.0.0)", "pyyaml (>=5.3.1)"] +s3 = ["s3fs"] +tensorflow = ["tensorflow (>=2.2.0,!=2.6.0,!=2.6.1)", "tensorflow-macos"] +tensorflow_gpu = ["tensorflow-gpu (>=2.2.0,!=2.6.0,!=2.6.1)"] +tests = ["Pillow (>=6.2.1)", "absl-py", "apache-beam (>=2.26.0,<2.44.0)", "elasticsearch (<8.0.0)", "faiss-cpu (>=1.6.4)", "librosa", "lz4", "py7zr", "pytest", "pytest-datadir", "pytest-xdist", "rarfile (>=4.0)", "s3fs (>=2021.11.1)", "soundfile", "tensorflow (>=2.3,!=2.6.0,!=2.6.1)", "tensorflow-macos", "torch", "torchaudio (<0.12.0)", "transformers", "zstandard"] +torch = ["torch"] +vision = ["Pillow (>=6.2.1)"] + +[[package]] +name = "decorator" +version = "5.1.1" +description = "Decorators for Humans" +category = "main" +optional = false +python-versions = ">=3.5" [[package]] name = "dill" -version = "0.3.5.1" +version = "0.3.6" description = "serialize all of python" category = "main" optional = false -python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*, !=3.5.*, !=3.6.*" +python-versions = ">=3.7" [package.extras] graph = ["objgraph (>=1.7.2)"] @@ -383,6 +419,58 @@ category = "dev" optional = false python-versions = "*" +[[package]] +name = "entrypoints" +version = "0.4" +description = "Discover and load entry points from installed packages." +category = "main" +optional = false +python-versions = ">=3.6" + +[[package]] +name = "evaluate" +version = "0.4.0" +description = "HuggingFace community-driven open-source library of evaluation" +category = "main" +optional = false +python-versions = ">=3.7.0" + +[package.dependencies] +datasets = ">=2.0.0" +dill = "*" +fsspec = {version = ">=2021.05.0", extras = ["http"]} +huggingface-hub = ">=0.7.0" +multiprocess = "*" +numpy = ">=1.17" +packaging = "*" +pandas = "*" +requests = ">=2.19.0" +responses = "<0.19" +tqdm = ">=4.62.1" +xxhash = "*" + +[package.extras] +dev = ["Werkzeug (>=1.0.1)", "absl-py", "bert-score (>=0.3.6)", "black (>=22.0,<23.0)", "cer (>=1.2.0)", "charcut (>=1.1.1)", "flake8 (>=3.8.3)", "isort (>=5.0.0)", "jiwer", "mauve-text", "nltk", "pytest", "pytest-datadir", "pytest-xdist", "pyyaml (>=5.3.1)", "requests-file (>=1.5.1)", "rouge-score (>=0.1.2)", "sacrebleu", "sacremoses", "scikit-learn", "scipy", "sentencepiece", "seqeval", "six (>=1.15.0,<1.16.0)", "tensorflow (>=2.3,!=2.6.0,!=2.6.1,<=2.10)", "texttable (>=1.6.3)", "tldextract (>=3.1.0)", "toml (>=0.10.1)", "torch", "transformers", "trectools", "unidecode (>=1.3.4)"] +docs = ["s3fs"] +evaluator = ["scipy (>=1.7.1)", "transformers"] +quality = ["black (>=22.0,<23.0)", "flake8 (>=3.8.3)", "isort (>=5.0.0)", "pyyaml (>=5.3.1)"] +template = ["cookiecutter", "gradio (>=3.0.0)"] +tensorflow = ["tensorflow (>=2.2.0,!=2.6.0,!=2.6.1)"] +tensorflow_gpu = ["tensorflow-gpu (>=2.2.0,!=2.6.0,!=2.6.1)"] +tests = ["Werkzeug (>=1.0.1)", "absl-py", "bert-score (>=0.3.6)", "cer (>=1.2.0)", "charcut (>=1.1.1)", "jiwer", "mauve-text", "nltk", "pytest", "pytest-datadir", "pytest-xdist", "requests-file (>=1.5.1)", "rouge-score (>=0.1.2)", "sacrebleu", "sacremoses", "scikit-learn", "scipy", "sentencepiece", "seqeval", "six (>=1.15.0,<1.16.0)", "tensorflow (>=2.3,!=2.6.0,!=2.6.1,<=2.10)", "texttable (>=1.6.3)", "tldextract (>=3.1.0)", "toml (>=0.10.1)", "torch", "transformers", "trectools", "unidecode (>=1.3.4)"] +torch = ["torch"] + +[[package]] +name = "exceptiongroup" +version = "1.1.0" +description = "Backport of PEP 654 (exception groups)" +category = "main" +optional = false +python-versions = ">=3.7" + +[package.extras] +test = ["pytest (>=6)"] + [[package]] name = "execnet" version = "1.9.0" @@ -396,21 +484,21 @@ testing = ["pre-commit"] [[package]] name = "fastapi" -version = "0.81.0" +version = "0.92.0" description = "FastAPI framework, high performance, easy to learn, fast to code, ready for production" category = "main" optional = false -python-versions = ">=3.6.1" +python-versions = ">=3.7" [package.dependencies] pydantic = ">=1.6.2,<1.7 || >1.7,<1.7.1 || >1.7.1,<1.7.2 || >1.7.2,<1.7.3 || >1.7.3,<1.8 || >1.8,<1.8.1 || >1.8.1,<2.0.0" -starlette = "0.19.1" +starlette = ">=0.25.0,<0.26.0" [package.extras] -all = ["requests (>=2.24.0,<3.0.0)", "jinja2 (>=2.11.2,<4.0.0)", "python-multipart (>=0.0.5,<0.0.6)", "itsdangerous (>=1.1.0,<3.0.0)", "pyyaml (>=5.3.1,<7.0.0)", "ujson (>=4.0.1,!=4.0.2,!=4.1.0,!=4.2.0,!=4.3.0,!=5.0.0,!=5.1.0,<6.0.0)", "orjson (>=3.2.1,<4.0.0)", "email_validator (>=1.1.1,<2.0.0)", "uvicorn[standard] (>=0.12.0,<0.18.0)"] -dev = ["python-jose[cryptography] (>=3.3.0,<4.0.0)", "passlib[bcrypt] (>=1.7.2,<2.0.0)", "autoflake (>=1.4.0,<2.0.0)", "flake8 (>=3.8.3,<6.0.0)", "uvicorn[standard] (>=0.12.0,<0.18.0)", "pre-commit (>=2.17.0,<3.0.0)"] -doc = ["mkdocs (>=1.1.2,<2.0.0)", "mkdocs-material (>=8.1.4,<9.0.0)", "mdx-include (>=1.4.1,<2.0.0)", "mkdocs-markdownextradata-plugin (>=0.1.7,<0.3.0)", "typer (>=0.4.1,<0.5.0)", "pyyaml (>=5.3.1,<7.0.0)"] -test = ["pytest (>=6.2.4,<7.0.0)", "pytest-cov (>=2.12.0,<4.0.0)", "mypy (==0.910)", "flake8 (>=3.8.3,<6.0.0)", "black (==22.3.0)", "isort (>=5.0.6,<6.0.0)", "requests (>=2.24.0,<3.0.0)", "httpx (>=0.14.0,<0.19.0)", "email_validator (>=1.1.1,<2.0.0)", "sqlalchemy (>=1.3.18,<1.5.0)", "peewee (>=3.13.3,<4.0.0)", "databases[sqlite] (>=0.3.2,<0.6.0)", "orjson (>=3.2.1,<4.0.0)", "ujson (>=4.0.1,!=4.0.2,!=4.1.0,!=4.2.0,!=4.3.0,!=5.0.0,!=5.1.0,<6.0.0)", "python-multipart (>=0.0.5,<0.0.6)", "flask (>=1.1.2,<3.0.0)", "anyio[trio] (>=3.2.1,<4.0.0)", "types-ujson (==4.2.1)", "types-orjson (==3.6.2)", "types-dataclasses (==0.6.5)"] +all = ["email-validator (>=1.1.1)", "httpx (>=0.23.0)", "itsdangerous (>=1.1.0)", "jinja2 (>=2.11.2)", "orjson (>=3.2.1)", "python-multipart (>=0.0.5)", "pyyaml (>=5.3.1)", "ujson (>=4.0.1,!=4.0.2,!=4.1.0,!=4.2.0,!=4.3.0,!=5.0.0,!=5.1.0)", "uvicorn[standard] (>=0.12.0)"] +dev = ["pre-commit (>=2.17.0,<3.0.0)", "ruff (==0.0.138)", "uvicorn[standard] (>=0.12.0,<0.21.0)"] +doc = ["mdx-include (>=1.4.1,<2.0.0)", "mkdocs (>=1.1.2,<2.0.0)", "mkdocs-markdownextradata-plugin (>=0.1.7,<0.3.0)", "mkdocs-material (>=8.1.4,<9.0.0)", "pyyaml (>=5.3.1,<7.0.0)", "typer[all] (>=0.6.1,<0.8.0)"] +test = ["anyio[trio] (>=3.2.1,<4.0.0)", "black (==22.10.0)", "coverage[toml] (>=6.5.0,<8.0)", "databases[sqlite] (>=0.3.2,<0.7.0)", "email-validator (>=1.1.1,<2.0.0)", "flask (>=1.1.2,<3.0.0)", "httpx (>=0.23.0,<0.24.0)", "isort (>=5.0.6,<6.0.0)", "mypy (==0.982)", "orjson (>=3.2.1,<4.0.0)", "passlib[bcrypt] (>=1.7.2,<2.0.0)", "peewee (>=3.13.3,<4.0.0)", "pytest (>=7.1.3,<8.0.0)", "python-jose[cryptography] (>=3.3.0,<4.0.0)", "python-multipart (>=0.0.5,<0.0.6)", "pyyaml (>=5.3.1,<7.0.0)", "ruff (==0.0.138)", "sqlalchemy (>=1.3.18,<1.4.43)", "types-orjson (==3.6.2)", "types-ujson (==5.6.0.0)", "ujson (>=4.0.1,!=4.0.2,!=4.1.0,!=4.2.0,!=4.3.0,!=5.0.0,!=5.1.0,<6.0.0)"] [[package]] name = "ffmpy" @@ -422,28 +510,28 @@ python-versions = "*" [[package]] name = "filelock" -version = "3.8.0" +version = "3.9.0" description = "A platform independent file lock." category = "main" optional = false python-versions = ">=3.7" [package.extras] -testing = ["pytest-timeout (>=2.1)", "pytest-cov (>=3)", "pytest (>=7.1.2)", "coverage (>=6.4.2)", "covdefaults (>=2.2)"] -docs = ["sphinx-autodoc-typehints (>=1.19.1)", "sphinx (>=5.1.1)", "furo (>=2022.6.21)"] +docs = ["furo (>=2022.12.7)", "sphinx (>=5.3)", "sphinx-autodoc-typehints (>=1.19.5)"] +testing = ["covdefaults (>=2.2.2)", "coverage (>=7.0.1)", "pytest (>=7.2)", "pytest-cov (>=4)", "pytest-timeout (>=2.1)"] [[package]] name = "fonttools" -version = "4.37.1" +version = "4.38.0" description = "Tools to manipulate font files" category = "main" optional = false python-versions = ">=3.7" [package.extras] -all = ["fs (>=2.2.0,<3)", "lxml (>=4.0,<5)", "zopfli (>=0.1.4)", "lz4 (>=1.7.4.2)", "matplotlib", "sympy", "skia-pathops (>=0.5.0)", "uharfbuzz (>=0.23.0)", "brotlicffi (>=0.8.0)", "scipy", "brotli (>=1.0.1)", "munkres", "unicodedata2 (>=14.0.0)", "xattr"] +all = ["brotli (>=1.0.1)", "brotlicffi (>=0.8.0)", "fs (>=2.2.0,<3)", "lxml (>=4.0,<5)", "lz4 (>=1.7.4.2)", "matplotlib", "munkres", "scipy", "skia-pathops (>=0.5.0)", "sympy", "uharfbuzz (>=0.23.0)", "unicodedata2 (>=14.0.0)", "xattr", "zopfli (>=0.1.4)"] graphite = ["lz4 (>=1.7.4.2)"] -interpolatable = ["scipy", "munkres"] +interpolatable = ["munkres", "scipy"] lxml = ["lxml (>=4.0,<5)"] pathops = ["skia-pathops (>=0.5.0)"] plot = ["matplotlib"] @@ -452,11 +540,11 @@ symfont = ["sympy"] type1 = ["xattr"] ufo = ["fs (>=2.2.0,<3)"] unicode = ["unicodedata2 (>=14.0.0)"] -woff = ["zopfli (>=0.1.4)", "brotlicffi (>=0.8.0)", "brotli (>=1.0.1)"] +woff = ["brotli (>=1.0.1)", "brotlicffi (>=0.8.0)", "zopfli (>=0.1.4)"] [[package]] name = "frozenlist" -version = "1.3.1" +version = "1.3.3" description = "A list-like structure which implements collections.abc.MutableSequence" category = "main" optional = false @@ -464,14 +552,14 @@ python-versions = ">=3.7" [[package]] name = "fsspec" -version = "2022.7.1" +version = "2022.11.0" description = "File-system specification" category = "main" optional = false python-versions = ">=3.7" [package.dependencies] -aiohttp = {version = "*", optional = true, markers = "extra == \"http\""} +aiohttp = {version = "<4.0.0a0 || >4.0.0a0,<4.0.0a1 || >4.0.0a1", optional = true, markers = "extra == \"http\""} requests = {version = "*", optional = true, markers = "extra == \"http\""} [package.extras] @@ -479,7 +567,7 @@ abfs = ["adlfs"] adl = ["adlfs"] arrow = ["pyarrow (>=1)"] dask = ["dask", "distributed"] -dropbox = ["dropboxdrivefs", "requests", "dropbox"] +dropbox = ["dropbox", "dropboxdrivefs", "requests"] entrypoints = ["importlib-metadata"] fuse = ["fusepy"] gcs = ["gcsfs"] @@ -488,7 +576,7 @@ github = ["requests"] gs = ["gcsfs"] gui = ["panel"] hdfs = ["pyarrow (>=1)"] -http = ["requests", "aiohttp"] +http = ["aiohttp (!=4.0.0a0,!=4.0.0a1)", "requests"] libarchive = ["libarchive-c"] oci = ["ocifs"] s3 = ["s3fs"] @@ -510,56 +598,59 @@ speedup = ["python-levenshtein (>=0.12)"] [[package]] name = "gradio" -version = "3.1.7" +version = "3.19.1" description = "Python library for easily interacting with trained machine learning models" category = "main" optional = false python-versions = ">=3.7" [package.dependencies] +aiofiles = "*" aiohttp = "*" -analytics-python = "*" +altair = ">=4.2.0" fastapi = "*" ffmpy = "*" fsspec = "*" -h11 = ">=0.11,<0.13" httpx = "*" -Jinja2 = "*" -markdown-it-py = {version = "*", extras = ["linkify", "plugins"]} +jinja2 = "*" +markdown-it-py = {version = ">=2.0.0", extras = ["linkify"]} +markupsafe = "*" matplotlib = "*" +mdit-py-plugins = "<=0.3.3" numpy = "*" orjson = "*" pandas = "*" -paramiko = "*" pillow = "*" pycryptodome = "*" pydantic = "*" pydub = "*" python-multipart = "*" +pyyaml = "*" requests = "*" +typing-extensions = "*" uvicorn = "*" -websockets = "*" +websockets = ">=10.0" [[package]] name = "h11" -version = "0.12.0" +version = "0.14.0" description = "A pure-Python, bring-your-own-I/O implementation of HTTP/1.1" category = "main" optional = false -python-versions = ">=3.6" +python-versions = ">=3.7" [[package]] name = "httpcore" -version = "0.15.0" +version = "0.16.3" description = "A minimal low-level HTTP client." category = "main" optional = false python-versions = ">=3.7" [package.dependencies] -anyio = ">=3.0.0,<4.0.0" +anyio = ">=3.0,<5.0" certifi = "*" -h11 = ">=0.11,<0.13" +h11 = ">=0.13,<0.15" sniffio = ">=1.0.0,<2.0.0" [package.extras] @@ -568,7 +659,7 @@ socks = ["socksio (>=1.0.0,<2.0.0)"] [[package]] name = "httpx" -version = "0.23.0" +version = "0.23.3" description = "The next generation HTTP client." category = "main" optional = false @@ -576,19 +667,19 @@ python-versions = ">=3.7" [package.dependencies] certifi = "*" -httpcore = ">=0.15.0,<0.16.0" +httpcore = ">=0.15.0,<0.17.0" rfc3986 = {version = ">=1.3,<2", extras = ["idna2008"]} sniffio = "*" [package.extras] -brotli = ["brotlicffi", "brotli"] -cli = ["click (>=8.0.0,<9.0.0)", "rich (>=10,<13)", "pygments (>=2.0.0,<3.0.0)"] +brotli = ["brotli", "brotlicffi"] +cli = ["click (>=8.0.0,<9.0.0)", "pygments (>=2.0.0,<3.0.0)", "rich (>=10,<13)"] http2 = ["h2 (>=3,<5)"] socks = ["socksio (>=1.0.0,<2.0.0)"] [[package]] name = "huggingface-hub" -version = "0.9.1" +version = "0.12.1" description = "Client library to download and publish models, datasets and other repos on the huggingface.co hub" category = "main" optional = false @@ -599,21 +690,52 @@ filelock = "*" packaging = ">=20.9" pyyaml = ">=5.1" requests = "*" -tqdm = "*" +tqdm = ">=4.42.1" typing-extensions = ">=3.7.4.3" [package.extras] -torch = ["torch"] -testing = ["soundfile", "datasets", "pytest-cov", "pytest"] +all = ["InquirerPy (==0.3.4)", "Jinja2", "Pillow", "black (==22.3)", "flake8 (>=3.8.3)", "flake8-bugbear", "isort (>=5.5.4)", "jedi", "mypy (==0.982)", "pytest", "pytest-cov", "pytest-env", "pytest-xdist", "soundfile", "types-PyYAML", "types-requests", "types-simplejson", "types-toml", "types-tqdm", "types-urllib3"] +cli = ["InquirerPy (==0.3.4)"] +dev = ["InquirerPy (==0.3.4)", "Jinja2", "Pillow", "black (==22.3)", "flake8 (>=3.8.3)", "flake8-bugbear", "isort (>=5.5.4)", "jedi", "mypy (==0.982)", "pytest", "pytest-cov", "pytest-env", "pytest-xdist", "soundfile", "types-PyYAML", "types-requests", "types-simplejson", "types-toml", "types-tqdm", "types-urllib3"] +fastai = ["fastai (>=2.4)", "fastcore (>=1.3.27)", "toml"] +quality = ["black (==22.3)", "flake8 (>=3.8.3)", "flake8-bugbear", "isort (>=5.5.4)", "mypy (==0.982)"] tensorflow = ["graphviz", "pydot", "tensorflow"] -quality = ["flake8-bugbear", "flake8 (>=3.8.3)", "isort (>=5.5.4)", "black (==22.3)"] -fastai = ["fastcore (>=1.3.27)", "fastai (>=2.4)", "toml"] -dev = ["flake8-bugbear", "flake8 (>=3.8.3)", "isort (>=5.5.4)", "black (==22.3)", "soundfile", "datasets", "pytest-cov", "pytest"] -all = ["flake8-bugbear", "flake8 (>=3.8.3)", "isort (>=5.5.4)", "black (==22.3)", "soundfile", "datasets", "pytest-cov", "pytest"] +testing = ["InquirerPy (==0.3.4)", "Jinja2", "Pillow", "isort (>=5.5.4)", "jedi", "pytest", "pytest-cov", "pytest-env", "pytest-xdist", "soundfile"] +torch = ["torch"] +typing = ["types-PyYAML", "types-requests", "types-simplejson", "types-toml", "types-tqdm", "types-urllib3"] + +[[package]] +name = "hypothesis" +version = "6.68.2" +description = "A library for property-based testing" +category = "main" +optional = false +python-versions = ">=3.7" + +[package.dependencies] +attrs = ">=19.2.0" +exceptiongroup = {version = ">=1.0.0", markers = "python_version < \"3.11\""} +sortedcontainers = ">=2.1.0,<3.0.0" + +[package.extras] +all = ["backports.zoneinfo (>=0.2.1)", "black (>=19.10b0)", "click (>=7.0)", "django (>=3.2)", "dpcontracts (>=0.4)", "importlib-metadata (>=3.6)", "lark (>=0.10.1)", "libcst (>=0.3.16)", "numpy (>=1.9.0)", "pandas (>=1.0)", "pytest (>=4.6)", "python-dateutil (>=1.4)", "pytz (>=2014.1)", "redis (>=3.0.0)", "rich (>=9.0.0)", "tzdata (>=2022.7)"] +cli = ["black (>=19.10b0)", "click (>=7.0)", "rich (>=9.0.0)"] +codemods = ["libcst (>=0.3.16)"] +dateutil = ["python-dateutil (>=1.4)"] +django = ["django (>=3.2)"] +dpcontracts = ["dpcontracts (>=0.4)"] +ghostwriter = ["black (>=19.10b0)"] +lark = ["lark (>=0.10.1)"] +numpy = ["numpy (>=1.9.0)"] +pandas = ["pandas (>=1.0)"] +pytest = ["pytest (>=4.6)"] +pytz = ["pytz (>=2014.1)"] +redis = ["redis (>=3.0.0)"] +zoneinfo = ["backports.zoneinfo (>=0.2.1)", "tzdata (>=2022.7)"] [[package]] name = "identify" -version = "2.5.3" +version = "2.5.18" description = "File identification library for Python" category = "dev" optional = false @@ -624,36 +746,67 @@ license = ["ukkonen"] [[package]] name = "idna" -version = "3.3" +version = "3.4" description = "Internationalized Domain Names in Applications (IDNA)" category = "main" optional = false python-versions = ">=3.5" +[[package]] +name = "importlib-metadata" +version = "6.0.0" +description = "Read metadata from Python packages" +category = "main" +optional = false +python-versions = ">=3.7" + +[package.dependencies] +zipp = ">=0.5" + +[package.extras] +docs = ["furo", "jaraco.packaging (>=9)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (>=3.5)", "sphinx-lint"] +perf = ["ipython"] +testing = ["flake8 (<5)", "flufl.flake8", "importlib-resources (>=1.3)", "packaging", "pyfakefs", "pytest (>=6)", "pytest-black (>=0.3.7)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=1.3)", "pytest-flake8", "pytest-mypy (>=0.9.1)", "pytest-perf (>=0.9.2)"] + +[[package]] +name = "importlib-resources" +version = "5.12.0" +description = "Read resources from Python packages" +category = "main" +optional = false +python-versions = ">=3.7" + +[package.dependencies] +zipp = {version = ">=3.1.0", markers = "python_version < \"3.10\""} + +[package.extras] +docs = ["furo", "jaraco.packaging (>=9)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (>=3.5)", "sphinx-lint"] +testing = ["flake8 (<5)", "pytest (>=6)", "pytest-black (>=0.3.7)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=1.3)", "pytest-flake8", "pytest-mypy (>=0.9.1)"] + [[package]] name = "iniconfig" -version = "1.1.1" -description = "iniconfig: brain-dead simple config-ini parsing" +version = "2.0.0" +description = "brain-dead simple config-ini parsing" category = "dev" optional = false -python-versions = "*" +python-versions = ">=3.7" [[package]] name = "isort" -version = "5.10.1" +version = "5.12.0" description = "A Python utility / library to sort Python imports." category = "dev" optional = false -python-versions = ">=3.6.1,<4.0" +python-versions = ">=3.8.0" [package.extras] -pipfile_deprecated_finder = ["pipreqs", "requirementslib"] -requirements_deprecated_finder = ["pipreqs", "pip-api"] -colors = ["colorama (>=0.4.3,<0.5.0)"] +colors = ["colorama (>=0.4.3)"] +pipfile-deprecated-finder = ["pip-shims (>=0.5.2)", "pipreqs", "requirementslib"] plugins = ["setuptools"] +requirements-deprecated-finder = ["pip-api", "pipreqs"] [[package]] -name = "jinja2" +name = "Jinja2" version = "3.1.2" description = "A very fast and expressive template engine." category = "main" @@ -666,13 +819,42 @@ MarkupSafe = ">=2.0" [package.extras] i18n = ["Babel (>=2.7)"] +[[package]] +name = "jiwer" +version = "2.5.1" +description = "Evaluate your speech-to-text system with similarity measures such as word error rate (WER)" +category = "main" +optional = false +python-versions = ">=3.7,<4.0" + +[package.dependencies] +levenshtein = "0.20.2" + [[package]] name = "joblib" -version = "1.1.0" +version = "1.2.0" description = "Lightweight pipelining with Python functions" category = "main" optional = false -python-versions = ">=3.6" +python-versions = ">=3.7" + +[[package]] +name = "jsonschema" +version = "4.17.3" +description = "An implementation of JSON Schema validation for Python" +category = "main" +optional = false +python-versions = ">=3.7" + +[package.dependencies] +attrs = ">=17.4.0" +importlib-resources = {version = ">=1.4.0", markers = "python_version < \"3.9\""} +pkgutil-resolve-name = {version = ">=1.3.10", markers = "python_version < \"3.9\""} +pyrsistent = ">=0.14.0,<0.17.0 || >0.17.0,<0.17.1 || >0.17.1,<0.17.2 || >0.17.2" + +[package.extras] +format = ["fqdn", "idna", "isoduration", "jsonpointer (>1.13)", "rfc3339-validator", "rfc3987", "uri-template", "webcolors (>=1.11)"] +format-nongpl = ["fqdn", "idna", "isoduration", "jsonpointer (>1.13)", "rfc3339-validator", "rfc3986-validator (>0.1.0)", "uri-template", "webcolors (>=1.11)"] [[package]] name = "kiwisolver" @@ -693,9 +875,60 @@ python-versions = ">=3.6" [package.extras] data = ["language-data (>=1.1,<2.0)"] +[[package]] +name = "lazy_loader" +version = "0.1" +description = "lazy_loader" +category = "main" +optional = false +python-versions = ">=3.7" + +[package.extras] +lint = ["pre-commit (>=2.20)"] +test = ["codecov (>=2.1)", "pytest (>=7.1)", "pytest-cov (>=3.0)"] + +[[package]] +name = "Levenshtein" +version = "0.20.2" +description = "Python extension for computing string edit distances and similarities." +category = "main" +optional = false +python-versions = ">=3.6" + +[package.dependencies] +rapidfuzz = ">=2.3.0,<3.0.0" + +[[package]] +name = "librosa" +version = "0.10.0" +description = "Python module for audio and music processing" +category = "main" +optional = false +python-versions = ">=3.7" + +[package.dependencies] +audioread = ">=2.1.9" +decorator = ">=4.3.0" +joblib = ">=0.14" +lazy-loader = ">=0.1" +msgpack = ">=1.0" +numba = ">=0.51.0" +numpy = ">=1.20.3" +pooch = ">=1.0" +scikit-learn = ">=0.20.0" +scipy = ">=1.2.0" +soundfile = ">=0.12.1" +soxr = ">=0.3.2" +typing-extensions = ">=4.1.1" + +[package.extras] +display = ["matplotlib (>=3.3.0)"] +docs = ["ipython (>=7.0)", "matplotlib (>=3.3.0)", "mir-eval (>=0.5)", "numba (>=0.51)", "numpydoc", "presets", "sphinx (!=1.3.1,<6)", "sphinx-gallery (>=0.7)", "sphinx-multiversion (>=0.2.3)", "sphinx-rtd-theme (>=1.0.0,<2.0.0)", "sphinxcontrib-svg2pdfconverter"] +tests = ["matplotlib (>=3.3.0)", "packaging (>=20.0)", "pytest", "pytest-cov", "pytest-mpl", "resampy (>=0.2.2)", "samplerate", "types-decorator"] + [[package]] name = "linkify-it-py" -version = "1.0.3" +version = "2.0.0" description = "Links recognition library with FULL unicode support." category = "main" optional = false @@ -705,37 +938,44 @@ python-versions = ">=3.6" uc-micro-py = "*" [package.extras] -test = ["pytest-cov", "pytest", "coverage"] -doc = ["myst-parser", "sphinx-book-theme", "sphinx"] +benchmark = ["pytest", "pytest-benchmark"] dev = ["black", "flake8", "isort", "pre-commit"] -benchmark = ["pytest-benchmark", "pytest"] +doc = ["myst-parser", "sphinx", "sphinx-book-theme"] +test = ["coverage", "pytest", "pytest-cov"] + +[[package]] +name = "llvmlite" +version = "0.39.1" +description = "lightweight wrapper around basic LLVM functionality" +category = "main" +optional = false +python-versions = ">=3.7" [[package]] name = "markdown-it-py" -version = "2.1.0" +version = "2.2.0" description = "Python port of markdown-it. Markdown parsing, done right!" category = "main" optional = false python-versions = ">=3.7" [package.dependencies] -linkify-it-py = {version = ">=1.0,<2.0", optional = true, markers = "extra == \"linkify\""} -mdit-py-plugins = {version = "*", optional = true, markers = "extra == \"plugins\""} +linkify-it-py = {version = ">=1,<3", optional = true, markers = "extra == \"linkify\""} mdurl = ">=0.1,<1.0" [package.extras] -testing = ["pytest-regressions", "pytest-cov", "pytest", "coverage"] -rtd = ["sphinx-book-theme", "sphinx-design", "sphinx-copybutton", "sphinx", "pyyaml", "myst-parser", "attrs"] -profiling = ["gprof2dot"] +benchmarking = ["psutil", "pytest", "pytest-benchmark"] +code_style = ["pre-commit (>=3.0,<4.0)"] +compare = ["commonmark (>=0.9,<1.0)", "markdown (>=3.4,<4.0)", "mistletoe (>=1.0,<2.0)", "mistune (>=2.0,<3.0)", "panflute (>=2.3,<3.0)"] +linkify = ["linkify-it-py (>=1,<3)"] plugins = ["mdit-py-plugins"] -linkify = ["linkify-it-py (>=1.0,<2.0)"] -compare = ["panflute (>=2.1.3,<2.2.0)", "mistune (>=2.0.2,<2.1.0)", "mistletoe (>=0.8.1,<0.9.0)", "markdown (>=3.3.6,<3.4.0)", "commonmark (>=0.9.1,<0.10.0)"] -code_style = ["pre-commit (==2.6)"] -benchmarking = ["pytest-benchmark (>=3.2,<4.0)", "pytest", "psutil"] +profiling = ["gprof2dot"] +rtd = ["attrs", "myst-parser", "pyyaml", "sphinx", "sphinx-copybutton", "sphinx-design", "sphinx_book_theme"] +testing = ["coverage", "pytest", "pytest-cov", "pytest-regressions"] [[package]] -name = "markupsafe" -version = "2.1.1" +name = "MarkupSafe" +version = "2.1.2" description = "Safely add untrusted strings to HTML/XML markup." category = "main" optional = false @@ -743,38 +983,40 @@ python-versions = ">=3.7" [[package]] name = "matplotlib" -version = "3.5.3" +version = "3.7.0" description = "Python plotting package" category = "main" optional = false -python-versions = ">=3.7" +python-versions = ">=3.8" [package.dependencies] +contourpy = ">=1.0.1" cycler = ">=0.10" fonttools = ">=4.22.0" +importlib-resources = {version = ">=3.2.0", markers = "python_version < \"3.10\""} kiwisolver = ">=1.0.1" -numpy = ">=1.17" +numpy = ">=1.20" packaging = ">=20.0" pillow = ">=6.2.0" -pyparsing = ">=2.2.1" +pyparsing = ">=2.3.1" python-dateutil = ">=2.7" -setuptools_scm = ">=4,<7" +setuptools_scm = ">=7" [[package]] name = "mdit-py-plugins" -version = "0.3.0" +version = "0.3.3" description = "Collection of plugins for markdown-it-py" category = "main" optional = false -python-versions = "~=3.6" +python-versions = ">=3.7" [package.dependencies] markdown-it-py = ">=1.0.0,<3.0.0" [package.extras] -testing = ["pytest-regressions", "pytest-cov", "pytest (>=3.6,<4)", "coverage"] -rtd = ["sphinx-book-theme (>=0.1.0,<0.2.0)", "myst-parser (>=0.14.0,<0.15.0)"] -code_style = ["pre-commit (==2.6)"] +code_style = ["pre-commit"] +rtd = ["attrs", "myst-parser (>=0.16.1,<0.17.0)", "sphinx-book-theme (>=0.1.0,<0.2.0)"] +testing = ["coverage", "pytest", "pytest-cov", "pytest-regressions"] [[package]] name = "mdurl" @@ -785,16 +1027,16 @@ optional = false python-versions = ">=3.7" [[package]] -name = "monotonic" -version = "1.6" -description = "An implementation of time.monotonic() for Python 2 & < 3.3" +name = "msgpack" +version = "1.0.4" +description = "MessagePack serializer" category = "main" optional = false python-versions = "*" [[package]] name = "multidict" -version = "6.0.2" +version = "6.0.4" description = "multidict implementation" category = "main" optional = false @@ -802,18 +1044,18 @@ python-versions = ">=3.7" [[package]] name = "multiprocess" -version = "0.70.13" +version = "0.70.14" description = "better multiprocessing and multithreading in python" category = "main" optional = false -python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*, !=3.5.*, !=3.6.*" +python-versions = ">=3.7" [package.dependencies] -dill = ">=0.3.5.1" +dill = ">=0.3.6" [[package]] name = "murmurhash" -version = "1.0.8" +version = "1.0.9" description = "Cython bindings for MurmurHash" category = "main" optional = false @@ -821,11 +1063,11 @@ python-versions = ">=3.6" [[package]] name = "mypy-extensions" -version = "0.4.3" -description = "Experimental type system extensions for programs checked with the mypy typechecker." +version = "1.0.0" +description = "Type system extensions for programs checked with the mypy type checker." category = "dev" optional = false -python-versions = "*" +python-versions = ">=3.5" [[package]] name = "nodeenv" @@ -835,17 +1077,82 @@ category = "dev" optional = false python-versions = ">=2.7,!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,!=3.5.*,!=3.6.*" +[package.dependencies] +setuptools = "*" + +[[package]] +name = "numba" +version = "0.56.4" +description = "compiling Python code using LLVM" +category = "main" +optional = false +python-versions = ">=3.7" + +[package.dependencies] +importlib-metadata = {version = "*", markers = "python_version < \"3.9\""} +llvmlite = ">=0.39.0dev0,<0.40" +numpy = ">=1.18,<1.24" +setuptools = "*" + [[package]] name = "numpy" -version = "1.23.2" +version = "1.23.5" description = "NumPy is the fundamental package for array computing with Python." category = "main" optional = false python-versions = ">=3.8" +[[package]] +name = "nvidia-cublas-cu11" +version = "11.10.3.66" +description = "CUBLAS native runtime libraries" +category = "main" +optional = false +python-versions = ">=3" + +[package.dependencies] +setuptools = "*" +wheel = "*" + +[[package]] +name = "nvidia-cuda-nvrtc-cu11" +version = "11.7.99" +description = "NVRTC native runtime libraries" +category = "main" +optional = false +python-versions = ">=3" + +[package.dependencies] +setuptools = "*" +wheel = "*" + +[[package]] +name = "nvidia-cuda-runtime-cu11" +version = "11.7.99" +description = "CUDA Runtime native Libraries" +category = "main" +optional = false +python-versions = ">=3" + +[package.dependencies] +setuptools = "*" +wheel = "*" + +[[package]] +name = "nvidia-cudnn-cu11" +version = "8.5.0.96" +description = "cuDNN runtime libraries" +category = "main" +optional = false +python-versions = ">=3" + +[package.dependencies] +setuptools = "*" +wheel = "*" + [[package]] name = "orjson" -version = "3.8.0" +version = "3.8.6" description = "Fast, correct Python JSON library supporting dataclasses, datetimes, and numpy" category = "main" optional = false @@ -853,18 +1160,15 @@ python-versions = ">=3.7" [[package]] name = "packaging" -version = "21.3" +version = "23.0" description = "Core utilities for Python packages" category = "main" optional = false -python-versions = ">=3.6" - -[package.dependencies] -pyparsing = ">=2.0.2,<3.0.5 || >3.0.5" +python-versions = ">=3.7" [[package]] name = "pandas" -version = "1.4.3" +version = "1.5.3" description = "Powerful data structures for data analysis, time series, and statistics" category = "main" optional = false @@ -872,9 +1176,7 @@ python-versions = ">=3.8" [package.dependencies] numpy = [ - {version = ">=1.18.5", markers = "platform_machine != \"aarch64\" and platform_machine != \"arm64\" and python_version < \"3.10\""}, - {version = ">=1.19.2", markers = "platform_machine == \"aarch64\" and python_version < \"3.10\""}, - {version = ">=1.20.0", markers = "platform_machine == \"arm64\" and python_version < \"3.10\""}, + {version = ">=1.20.3", markers = "python_version < \"3.10\""}, {version = ">=1.21.0", markers = "python_version >= \"3.10\""}, ] python-dateutil = ">=2.8.1" @@ -883,51 +1185,32 @@ pytz = ">=2020.1" [package.extras] test = ["hypothesis (>=5.5.3)", "pytest (>=6.0)", "pytest-xdist (>=1.31)"] -[[package]] -name = "paramiko" -version = "2.11.0" -description = "SSH2 protocol library" -category = "main" -optional = false -python-versions = "*" - -[package.dependencies] -bcrypt = ">=3.1.3" -cryptography = ">=2.5" -pynacl = ">=1.0.1" -six = "*" - -[package.extras] -all = ["pyasn1 (>=0.1.7)", "pynacl (>=1.0.1)", "bcrypt (>=3.1.3)", "invoke (>=1.3)", "gssapi (>=1.4.1)", "pywin32 (>=2.1.8)"] -ed25519 = ["pynacl (>=1.0.1)", "bcrypt (>=3.1.3)"] -gssapi = ["pyasn1 (>=0.1.7)", "gssapi (>=1.4.1)", "pywin32 (>=2.1.8)"] -invoke = ["invoke (>=1.3)"] - [[package]] name = "pathspec" -version = "0.9.0" +version = "0.11.0" description = "Utility library for gitignore style pattern matching of file paths." category = "dev" optional = false -python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,>=2.7" +python-versions = ">=3.7" [[package]] name = "pathy" -version = "0.6.2" +version = "0.10.1" description = "pathlib.Path subclasses for local and cloud bucket storage" category = "main" optional = false python-versions = ">= 3.6" [package.dependencies] -smart-open = ">=5.2.1,<6.0.0" +smart-open = ">=5.2.1,<7.0.0" typer = ">=0.3.0,<1.0.0" [package.extras] -all = ["google-cloud-storage (>=1.26.0,<2.0.0)", "boto3", "pytest", "pytest-coverage", "mock", "typer-cli"] +all = ["azure-storage-blob", "boto3", "google-cloud-storage (>=1.26.0,<2.0.0)", "mock", "pytest", "pytest-coverage", "typer-cli"] +azure = ["azure-storage-blob"] gcs = ["google-cloud-storage (>=1.26.0,<2.0.0)"] s3 = ["boto3"] -test = ["pytest", "pytest-coverage", "mock", "typer-cli"] +test = ["mock", "pytest", "pytest-coverage", "typer-cli"] [[package]] name = "pdoc" @@ -947,28 +1230,36 @@ pygments = "*" dev = ["flake8", "hypothesis", "mypy", "pytest", "pytest-cov", "pytest-timeout", "tox"] [[package]] -name = "pillow" -version = "9.2.0" +name = "Pillow" +version = "9.4.0" description = "Python Imaging Library (Fork)" category = "main" optional = false python-versions = ">=3.7" [package.extras] -docs = ["furo", "olefile", "sphinx (>=2.4)", "sphinx-copybutton", "sphinx-issues (>=3.0.1)", "sphinx-removed-in", "sphinxext-opengraph"] +docs = ["furo", "olefile", "sphinx (>=2.4)", "sphinx-copybutton", "sphinx-inline-tabs", "sphinx-issues (>=3.0.1)", "sphinx-removed-in", "sphinxext-opengraph"] tests = ["check-manifest", "coverage", "defusedxml", "markdown2", "olefile", "packaging", "pyroma", "pytest", "pytest-cov", "pytest-timeout"] +[[package]] +name = "pkgutil_resolve_name" +version = "1.3.10" +description = "Resolve a name to an object." +category = "main" +optional = false +python-versions = ">=3.6" + [[package]] name = "platformdirs" -version = "2.5.2" -description = "A small Python module for determining appropriate platform-specific dirs, e.g. a \"user data dir\"." +version = "3.0.0" +description = "A small Python package for determining appropriate platform-specific dirs, e.g. a \"user data dir\"." category = "dev" optional = false python-versions = ">=3.7" [package.extras] -docs = ["furo (>=2021.7.5b38)", "proselint (>=0.10.2)", "sphinx-autodoc-typehints (>=1.12)", "sphinx (>=4)"] -test = ["appdirs (==1.4.4)", "pytest-cov (>=2.7)", "pytest-mock (>=3.6)", "pytest (>=6)"] +docs = ["furo (>=2022.12.7)", "proselint (>=0.13)", "sphinx (>=6.1.3)", "sphinx-autodoc-typehints (>=1.22,!=1.23.4)"] +test = ["appdirs (==1.4.4)", "covdefaults (>=2.2.2)", "pytest (>=7.2.1)", "pytest-cov (>=4)", "pytest-mock (>=3.10)"] [[package]] name = "pluggy" @@ -982,9 +1273,27 @@ python-versions = ">=3.6" dev = ["pre-commit", "tox"] testing = ["pytest", "pytest-benchmark"] +[[package]] +name = "pooch" +version = "1.6.0" +description = "\"Pooch manages your Python library's sample data files: it automatically downloads and stores them in a local directory, with support for versioning and corruption checks.\"" +category = "main" +optional = false +python-versions = ">=3.6" + +[package.dependencies] +appdirs = ">=1.3.0" +packaging = ">=20.0" +requests = ">=2.19.0" + +[package.extras] +progress = ["tqdm (>=4.41.0,<5.0.0)"] +sftp = ["paramiko (>=2.7.0)"] +xxhash = ["xxhash (>=1.4.3)"] + [[package]] name = "pre-commit" -version = "2.20.0" +version = "2.21.0" description = "A framework for managing and maintaining multi-language pre-commit hooks." category = "dev" optional = false @@ -995,12 +1304,11 @@ cfgv = ">=2.0.0" identify = ">=1.0.0" nodeenv = ">=0.11.1" pyyaml = ">=5.1" -toml = "*" -virtualenv = ">=20.0.8" +virtualenv = ">=20.10.0" [[package]] name = "preshed" -version = "3.0.7" +version = "3.0.8" description = "Cython hash table that trusts the keys are pre-hashed" category = "main" optional = false @@ -1012,8 +1320,8 @@ murmurhash = ">=0.28.0,<1.1.0" [[package]] name = "protobuf" -version = "4.21.5" -description = "" +version = "3.20.3" +description = "Protocol Buffers" category = "main" optional = false python-versions = ">=3.7" @@ -1027,7 +1335,7 @@ optional = false python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*" [package.extras] -test = ["ipaddress", "mock", "enum34", "pywin32", "wmi"] +test = ["enum34", "ipaddress", "mock", "pywin32", "wmi"] [[package]] name = "py" @@ -1039,15 +1347,15 @@ python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*" [[package]] name = "py-cpuinfo" -version = "8.0.0" -description = "Get CPU info with pure Python 2 & 3" +version = "9.0.0" +description = "Get CPU info with pure Python" category = "main" optional = false python-versions = "*" [[package]] name = "pyarrow" -version = "9.0.0" +version = "11.0.0" description = "Python library for Apache Arrow" category = "main" optional = false @@ -1066,22 +1374,38 @@ python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*" [[package]] name = "pycryptodome" -version = "3.15.0" +version = "3.17" description = "Cryptographic library for Python" category = "main" optional = false python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*" +[[package]] +name = "pyctcdecode" +version = "0.5.0" +description = "CTC beam search decoder for speech recognition." +category = "main" +optional = false +python-versions = ">=3.7" + +[package.dependencies] +hypothesis = ">=6.14,<7" +numpy = ">=1.15.0,<2.0.0" +pygtrie = ">=2.1,<3.0" + +[package.extras] +dev = ["bandit", "black", "codecov", "flake8", "huggingface-hub", "isort (>=5.0.0,<6)", "jupyter", "mypy", "nbconvert", "nbformat", "pydocstyle", "pylint", "pytest", "pytest-cov"] + [[package]] name = "pydantic" -version = "1.9.2" +version = "1.10.5" description = "Data validation and settings management using python type hints" category = "main" optional = false -python-versions = ">=3.6.1" +python-versions = ">=3.7" [package.dependencies] -typing-extensions = ">=3.7.4.3" +typing-extensions = ">=4.2.0" [package.extras] dotenv = ["python-dotenv (>=0.10.4)"] @@ -1096,8 +1420,8 @@ optional = false python-versions = "*" [[package]] -name = "pygments" -version = "2.13.0" +name = "Pygments" +version = "2.14.0" description = "Pygments is a syntax highlighting package written in Python." category = "dev" optional = false @@ -1107,23 +1431,16 @@ python-versions = ">=3.6" plugins = ["importlib-metadata"] [[package]] -name = "pynacl" -version = "1.5.0" -description = "Python binding to the Networking and Cryptography (NaCl) library" +name = "pygtrie" +version = "2.5.0" +description = "A pure Python trie data structure implementation." category = "main" optional = false -python-versions = ">=3.6" - -[package.dependencies] -cffi = ">=1.4.1" - -[package.extras] -docs = ["sphinx (>=1.6.5)", "sphinx-rtd-theme"] -tests = ["pytest (>=3.2.1,!=3.3.0)", "hypothesis (>=3.27.0)"] +python-versions = "*" [[package]] name = "pynvml" -version = "11.4.1" +version = "11.5.0" description = "Python Bindings for the NVIDIA Management Library" category = "main" optional = false @@ -1138,7 +1455,23 @@ optional = false python-versions = ">=3.6.8" [package.extras] -diagrams = ["railroad-diagrams", "jinja2"] +diagrams = ["jinja2", "railroad-diagrams"] + +[[package]] +name = "pypi-kenlm" +version = "0.1.20220713" +description = "" +category = "main" +optional = false +python-versions = "*" + +[[package]] +name = "pyrsistent" +version = "0.19.3" +description = "Persistent/Functional/Immutable data structures" +category = "main" +optional = false +python-versions = ">=3.7" [[package]] name = "pytest" @@ -1174,15 +1507,15 @@ coverage = {version = ">=5.2.1", extras = ["toml"]} pytest = ">=4.6" [package.extras] -testing = ["fields", "hunter", "process-tests", "six", "pytest-xdist", "virtualenv"] +testing = ["fields", "hunter", "process-tests", "pytest-xdist", "six", "virtualenv"] [[package]] name = "pytest-forked" -version = "1.4.0" +version = "1.6.0" description = "run tests in isolated forked subprocesses" category = "dev" optional = false -python-versions = ">=3.6" +python-versions = ">=3.7" [package.dependencies] py = "*" @@ -1230,20 +1563,31 @@ six = ">=1.4.0" [[package]] name = "pytz" -version = "2022.2.1" +version = "2022.7.1" description = "World timezone definitions, modern and historical" category = "main" optional = false python-versions = "*" [[package]] -name = "pyyaml" +name = "PyYAML" version = "6.0" description = "YAML parser and emitter for Python" category = "main" optional = false python-versions = ">=3.6" +[[package]] +name = "rapidfuzz" +version = "2.13.7" +description = "rapid fuzzy string matching" +category = "main" +optional = false +python-versions = ">=3.7" + +[package.extras] +full = ["numpy"] + [[package]] name = "readme-coverage-badger" version = "0.1.2" @@ -1258,7 +1602,7 @@ coverage = "<6" [[package]] name = "regex" -version = "2022.8.17" +version = "2022.10.31" description = "Alternative regular expression module, to replace re." category = "main" optional = false @@ -1266,7 +1610,7 @@ python-versions = ">=3.6" [[package]] name = "requests" -version = "2.28.1" +version = "2.28.2" description = "Python HTTP for Humans." category = "main" optional = false @@ -1274,7 +1618,7 @@ python-versions = ">=3.7, <4" [package.dependencies] certifi = ">=2017.4.17" -charset-normalizer = ">=2,<3" +charset-normalizer = ">=2,<4" idna = ">=2.5,<4" urllib3 = ">=1.21.1,<1.27" @@ -1295,7 +1639,7 @@ requests = ">=2.0,<3.0" urllib3 = ">=1.25.10" [package.extras] -tests = ["pytest (>=4.6)", "coverage (>=6.0.0)", "pytest-cov", "pytest-localserver", "flake8", "types-mock", "types-requests", "mypy"] +tests = ["coverage (>=6.0.0)", "flake8", "mypy", "pytest (>=4.6)", "pytest-cov", "pytest-localserver", "types-mock", "types-requests"] [[package]] name = "rfc3986" @@ -1313,34 +1657,39 @@ idna2008 = ["idna"] [[package]] name = "scikit-learn" -version = "1.1.2" +version = "1.2.1" description = "A set of python modules for machine learning and data mining" category = "main" optional = false python-versions = ">=3.8" [package.dependencies] -joblib = ">=1.0.0" +joblib = ">=1.1.1" numpy = ">=1.17.3" scipy = ">=1.3.2" threadpoolctl = ">=2.0.0" [package.extras] -tests = ["numpydoc (>=1.2.0)", "pyamg (>=4.0.0)", "mypy (>=0.961)", "black (>=22.3.0)", "flake8 (>=3.8.2)", "pytest-cov (>=2.9.0)", "pytest (>=5.0.1)", "pandas (>=1.0.5)", "scikit-image (>=0.16.2)", "matplotlib (>=3.1.2)"] -examples = ["seaborn (>=0.9.0)", "pandas (>=1.0.5)", "scikit-image (>=0.16.2)", "matplotlib (>=3.1.2)"] -docs = ["sphinxext-opengraph (>=0.4.2)", "sphinx-prompt (>=1.3.0)", "Pillow (>=7.1.2)", "numpydoc (>=1.2.0)", "sphinx-gallery (>=0.7.0)", "sphinx (>=4.0.1)", "memory-profiler (>=0.57.0)", "seaborn (>=0.9.0)", "pandas (>=1.0.5)", "scikit-image (>=0.16.2)", "matplotlib (>=3.1.2)"] -benchmark = ["memory-profiler (>=0.57.0)", "pandas (>=1.0.5)", "matplotlib (>=3.1.2)"] +benchmark = ["matplotlib (>=3.1.3)", "memory-profiler (>=0.57.0)", "pandas (>=1.0.5)"] +docs = ["Pillow (>=7.1.2)", "matplotlib (>=3.1.3)", "memory-profiler (>=0.57.0)", "numpydoc (>=1.2.0)", "pandas (>=1.0.5)", "plotly (>=5.10.0)", "pooch (>=1.6.0)", "scikit-image (>=0.16.2)", "seaborn (>=0.9.0)", "sphinx (>=4.0.1)", "sphinx-gallery (>=0.7.0)", "sphinx-prompt (>=1.3.0)", "sphinxext-opengraph (>=0.4.2)"] +examples = ["matplotlib (>=3.1.3)", "pandas (>=1.0.5)", "plotly (>=5.10.0)", "pooch (>=1.6.0)", "scikit-image (>=0.16.2)", "seaborn (>=0.9.0)"] +tests = ["black (>=22.3.0)", "flake8 (>=3.8.2)", "matplotlib (>=3.1.3)", "mypy (>=0.961)", "numpydoc (>=1.2.0)", "pandas (>=1.0.5)", "pooch (>=1.6.0)", "pyamg (>=4.0.0)", "pytest (>=5.3.1)", "pytest-cov (>=2.9.0)", "scikit-image (>=0.16.2)"] [[package]] name = "scipy" -version = "1.9.1" -description = "SciPy: Scientific Library for Python" +version = "1.10.1" +description = "Fundamental algorithms for scientific computing in Python" category = "main" optional = false -python-versions = ">=3.8,<3.12" +python-versions = "<3.12,>=3.8" [package.dependencies] -numpy = ">=1.18.5,<1.25.0" +numpy = ">=1.19.5,<1.27.0" + +[package.extras] +dev = ["click", "doit (>=0.36.0)", "flake8", "mypy", "pycodestyle", "pydevtool", "rich-click", "typing_extensions"] +doc = ["matplotlib (>2)", "numpydoc", "pydata-sphinx-theme (==0.9.0)", "sphinx (!=4.1.0)", "sphinx-design (>=0.2.0)"] +test = ["asv", "gmpy2", "mpmath", "pooch", "pytest", "pytest-cov", "pytest-timeout", "pytest-xdist", "scikit-umfpack", "threadpoolctl"] [[package]] name = "sentencepiece" @@ -1362,17 +1711,32 @@ python-versions = "*" numpy = ">=1.14.0" scikit-learn = ">=0.21.3" +[[package]] +name = "setuptools" +version = "67.4.0" +description = "Easily download, build, install, upgrade, and uninstall Python packages" +category = "main" +optional = false +python-versions = ">=3.7" + +[package.extras] +docs = ["furo", "jaraco.packaging (>=9)", "jaraco.tidelift (>=1.4)", "pygments-github-lexers (==0.0.5)", "rst.linker (>=1.9)", "sphinx (>=3.5)", "sphinx-favicon", "sphinx-hoverxref (<2)", "sphinx-inline-tabs", "sphinx-lint", "sphinx-notfound-page (==0.8.3)", "sphinx-reredirects", "sphinxcontrib-towncrier"] +testing = ["build[virtualenv]", "filelock (>=3.4.0)", "flake8 (<5)", "flake8-2020", "ini2toml[lite] (>=0.9)", "jaraco.envs (>=2.2)", "jaraco.path (>=3.2.0)", "pip (>=19.1)", "pip-run (>=8.8)", "pytest (>=6)", "pytest-black (>=0.3.7)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=1.3)", "pytest-flake8", "pytest-mypy (>=0.9.1)", "pytest-perf", "pytest-timeout", "pytest-xdist", "tomli-w (>=1.0.0)", "virtualenv (>=13.0.0)", "wheel"] +testing-integration = ["build[virtualenv]", "filelock (>=3.4.0)", "jaraco.envs (>=2.2)", "jaraco.path (>=3.2.0)", "pytest", "pytest-enabler", "pytest-xdist", "tomli", "virtualenv (>=13.0.0)", "wheel"] + [[package]] name = "setuptools-scm" -version = "6.4.2" +version = "7.1.0" description = "the blessed package to manage your versions by scm tags" category = "main" optional = false -python-versions = ">=3.6" +python-versions = ">=3.7" [package.dependencies] packaging = ">=20.0" -tomli = ">=1.0.0" +setuptools = "*" +tomli = {version = ">=1.0.0", markers = "python_version < \"3.11\""} +typing-extensions = "*" [package.extras] test = ["pytest (>=6.2)", "virtualenv (>20)"] @@ -1388,32 +1752,70 @@ python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*" [[package]] name = "smart-open" -version = "5.2.1" +version = "6.3.0" description = "Utils for streaming large files (S3, HDFS, GCS, Azure Blob Storage, gzip, bz2...)" category = "main" optional = false python-versions = ">=3.6,<4.0" [package.extras] -all = ["boto3", "google-cloud-storage", "azure-storage-blob", "azure-common", "azure-core", "requests"] -azure = ["azure-storage-blob", "azure-common", "azure-core"] -gcs = ["google-cloud-storage"] +all = ["azure-common", "azure-core", "azure-storage-blob", "boto3", "google-cloud-storage (>=2.6.0)", "paramiko", "requests"] +azure = ["azure-common", "azure-core", "azure-storage-blob"] +gcs = ["google-cloud-storage (>=2.6.0)"] http = ["requests"] s3 = ["boto3"] -test = ["boto3", "google-cloud-storage", "azure-storage-blob", "azure-common", "azure-core", "requests", "moto[server] (==1.3.14)", "pathlib2", "responses", "paramiko", "parameterizedtestcase", "pytest", "pytest-rerunfailures"] +ssh = ["paramiko"] +test = ["azure-common", "azure-core", "azure-storage-blob", "boto3", "google-cloud-storage (>=2.6.0)", "moto[server]", "paramiko", "pytest", "pytest-rerunfailures", "requests", "responses"] webhdfs = ["requests"] [[package]] name = "sniffio" -version = "1.2.0" +version = "1.3.0" description = "Sniff out which async library your code is running under" category = "main" optional = false -python-versions = ">=3.5" +python-versions = ">=3.7" + +[[package]] +name = "sortedcontainers" +version = "2.4.0" +description = "Sorted Containers -- Sorted List, Sorted Dict, Sorted Set" +category = "main" +optional = false +python-versions = "*" + +[[package]] +name = "soundfile" +version = "0.12.1" +description = "An audio library based on libsndfile, CFFI and NumPy" +category = "main" +optional = false +python-versions = "*" + +[package.dependencies] +cffi = ">=1.0" + +[package.extras] +numpy = ["numpy"] + +[[package]] +name = "soxr" +version = "0.3.3" +description = "High quality, one-dimensional sample-rate conversion library" +category = "main" +optional = false +python-versions = ">=3.6" + +[package.dependencies] +numpy = "*" + +[package.extras] +docs = ["linkify-it-py", "myst-parser", "sphinx", "sphinx-book-theme"] +test = ["pytest"] [[package]] name = "spacy" -version = "3.4.1" +version = "3.5.0" description = "Industrial-strength Natural Language Processing (NLP) in Python" category = "main" optional = false @@ -1427,46 +1829,50 @@ langcodes = ">=3.2.0,<4.0.0" murmurhash = ">=0.28.0,<1.1.0" numpy = ">=1.15.0" packaging = ">=20.0" -pathy = ">=0.3.5" +pathy = ">=0.10.0" preshed = ">=3.0.2,<3.1.0" -pydantic = ">=1.7.4,<1.8 || >1.8,<1.8.1 || >1.8.1,<1.10.0" +pydantic = ">=1.7.4,<1.8 || >1.8,<1.8.1 || >1.8.1,<1.11.0" requests = ">=2.13.0,<3.0.0" -spacy-legacy = ">=3.0.9,<3.1.0" +setuptools = "*" +smart-open = ">=5.2.1,<7.0.0" +spacy-legacy = ">=3.0.11,<3.1.0" spacy-loggers = ">=1.0.0,<2.0.0" srsly = ">=2.4.3,<3.0.0" thinc = ">=8.1.0,<8.2.0" tqdm = ">=4.38.0,<5.0.0" -typer = ">=0.3.0,<0.5.0" -wasabi = ">=0.9.1,<1.1.0" +typer = ">=0.3.0,<0.8.0" +wasabi = ">=0.9.1,<1.2.0" [package.extras] apple = ["thinc-apple-ops (>=0.1.0.dev0,<1.0.0)"] -cuda = ["cupy (>=5.0.0b4,<11.0.0)"] -cuda100 = ["cupy-cuda100 (>=5.0.0b4,<11.0.0)"] -cuda101 = ["cupy-cuda101 (>=5.0.0b4,<11.0.0)"] -cuda102 = ["cupy-cuda102 (>=5.0.0b4,<11.0.0)"] -cuda110 = 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"main" optional = false @@ -1474,18 +1880,15 @@ python-versions = ">=3.6" [[package]] name = "spacy-loggers" -version = "1.0.3" +version = "1.0.4" description = "Logging utilities for SpaCy" category = "main" optional = false python-versions = ">=3.6" -[package.dependencies] -wasabi = ">=0.8.1,<1.1.0" - [[package]] name = "srsly" -version = "2.4.4" +version = "2.4.5" description = "Modern high-performance serialization utilities for Python" category = "main" optional = false @@ -1496,18 +1899,29 @@ catalogue = ">=2.0.3,<2.1.0" [[package]] name = "starlette" -version = "0.19.1" +version = "0.25.0" description = "The little ASGI library that shines." category = "main" optional = false -python-versions = ">=3.6" +python-versions = ">=3.7" [package.dependencies] anyio = ">=3.4.0,<5" typing-extensions = {version = ">=3.10.0", markers = "python_version < \"3.10\""} [package.extras] -full = ["itsdangerous", "jinja2", "python-multipart", "pyyaml", "requests"] +full = ["httpx (>=0.22.0)", "itsdangerous", "jinja2", "python-multipart", "pyyaml"] + +[[package]] +name = "tabulate" +version = "0.9.0" +description = "Pretty-print tabular data" +category = "main" +optional = false +python-versions = ">=3.7" + +[package.extras] +widechars = ["wcwidth"] [[package]] name = "termcolor" @@ -1519,7 +1933,7 @@ python-versions = "*" [[package]] name = "thinc" -version = "8.1.0" +version = "8.1.7" description = "A refreshing functional take on deep learning, compatible with your favorite libraries" category = "main" optional = false @@ -1528,16 +1942,20 @@ python-versions = ">=3.6" [package.dependencies] blis = ">=0.7.8,<0.8.0" catalogue = ">=2.0.4,<2.1.0" +confection = ">=0.0.1,<1.0.0" cymem = ">=2.0.2,<2.1.0" murmurhash = ">=1.0.2,<1.1.0" numpy = ">=1.15.0" +packaging = ">=20.0" preshed = ">=3.0.2,<3.1.0" -pydantic = ">=1.7.4,<1.8 || >1.8,<1.8.1 || >1.8.1,<1.10.0" +pydantic = ">=1.7.4,<1.8 || >1.8,<1.8.1 || >1.8.1,<1.11.0" +setuptools = "*" srsly = ">=2.4.0,<3.0.0" -wasabi = ">=0.8.1,<1.1.0" +wasabi = ">=0.8.1,<1.2.0" [package.extras] cuda = ["cupy (>=5.0.0b4)"] +cuda-autodetect = ["cupy-wheel (>=11.0.0)"] cuda100 = ["cupy-cuda100 (>=5.0.0b4)"] cuda101 = ["cupy-cuda101 (>=5.0.0b4)"] cuda102 = ["cupy-cuda102 (>=5.0.0b4)"] @@ -1547,6 +1965,9 @@ cuda112 = ["cupy-cuda112 (>=5.0.0b4)"] cuda113 = ["cupy-cuda113 (>=5.0.0b4)"] cuda114 = ["cupy-cuda114 (>=5.0.0b4)"] cuda115 = ["cupy-cuda115 (>=5.0.0b4)"] +cuda116 = ["cupy-cuda116 (>=5.0.0b4)"] +cuda117 = ["cupy-cuda117 (>=5.0.0b4)"] +cuda11x = ["cupy-cuda11x (>=11.0.0)"] cuda80 = ["cupy-cuda80 (>=5.0.0b4)"] cuda90 = ["cupy-cuda90 (>=5.0.0b4)"] cuda91 = ["cupy-cuda91 (>=5.0.0b4)"] @@ -1566,15 +1987,16 @@ python-versions = ">=3.6" [[package]] name = "tokenizers" -version = "0.12.1" +version = "0.13.2" description = "Fast and Customizable Tokenizers" category = "main" optional = false python-versions = "*" [package.extras] -docs = ["sphinx", "sphinx-rtd-theme", "setuptools-rust"] -testing = ["pytest", "requests", "numpy", "datasets"] +dev = ["black (==22.3)", "datasets", "numpy", "pytest", "requests"] +docs = ["setuptools-rust", "sphinx", "sphinx-rtd-theme"] +testing = ["black (==22.3)", "datasets", "numpy", "pytest", "requests"] [[package]] name = "toml" @@ -1592,20 +2014,46 @@ category = "main" optional = false python-versions = ">=3.7" +[[package]] +name = "toolz" +version = "0.12.0" +description = "List processing tools and functional utilities" +category = "main" +optional = false +python-versions = ">=3.5" + [[package]] name = "torch" -version = "1.12.1" +version = "1.13.1" description = "Tensors and Dynamic neural networks in Python with strong GPU acceleration" category = "main" optional = false python-versions = ">=3.7.0" [package.dependencies] +nvidia-cublas-cu11 = {version = "11.10.3.66", markers = "platform_system == \"Linux\""} +nvidia-cuda-nvrtc-cu11 = {version = "11.7.99", markers = "platform_system == \"Linux\""} +nvidia-cuda-runtime-cu11 = {version = "11.7.99", markers = "platform_system == \"Linux\""} +nvidia-cudnn-cu11 = {version = "8.5.0.96", markers = "platform_system == \"Linux\""} typing-extensions = "*" +[package.extras] +opt-einsum = ["opt-einsum (>=3.3)"] + +[[package]] +name = "torchaudio" +version = "0.13.1" +description = "An audio package for PyTorch" +category = "main" +optional = false +python-versions = "*" + +[package.dependencies] +torch = "*" + [[package]] name = "tqdm" -version = "4.64.0" +version = "4.64.1" description = "Fast, Extensible Progress Meter" category = "main" optional = false @@ -1622,7 +2070,7 @@ telegram = ["requests"] [[package]] name = "transformers" -version = "4.21.2" +version = "4.26.1" description = "State-of-the-art Machine Learning for JAX, PyTorch and TensorFlow" category = "main" optional = false @@ -1630,60 +2078,62 @@ python-versions = ">=3.7.0" [package.dependencies] filelock = "*" -huggingface-hub = ">=0.1.0,<1.0" +huggingface-hub = ">=0.11.0,<1.0" numpy = ">=1.17" packaging = ">=20.0" pyyaml = ">=5.1" 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+alexandra-ai-eval = "^0.1.0" [tool.poetry.dev-dependencies] pytest = "^6.2.5" @@ -32,13 +32,13 @@ addopts = [ '-s', '-vv', '--doctest-modules', - '--cov=src/aiai', + '--cov=src/alexandra_ai', '-n 2', ] xfail_strict = true filterwarnings = ["ignore"] log_cli_level = "info" -testpaths = ["tests", "src/aiai"] +testpaths = ["tests", "src/alexandra_ai"] [tool.black] line-length = 88 diff --git a/src/aiai/__init__.py b/src/alexandra_ai/__init__.py similarity index 100% rename from src/aiai/__init__.py rename to src/alexandra_ai/__init__.py diff --git a/tests/test_subpackages.py b/tests/test_subpackages.py index cbea918..4ad1efd 100644 --- a/tests/test_subpackages.py +++ b/tests/test_subpackages.py @@ -2,6 +2,6 @@ def test_evaluator_import(): - from aiai_eval import Evaluator + from alexandra_ai_eval import Evaluator assert hasattr(Evaluator, "evaluate")