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unionai-oss/pandera

Pandera是一个轻量级、灵活且表达力强的开源Python库,主要用于数据集验证。它允许数据科学家、工程师和分析师定义数据模式并执行统计假设检验,以确保数据的正确性和一致性。

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技术栈

根目录 python

框架

FastAPI

测试

pytest
查看全部依赖 (74)

依赖

NumPy Pandas Pydantic asv asv > 0.5.1 black black > 24.0 dask distributed frictionless frictionless < 4.40.8 # v5.* introduces breaking changes furo geopandas grpcio hypothesis hypothesis > 6.92.7 ibis-duckdb > 11.0.0 # https://github.com/ibis-project/ibis/pull/11666 ibis-framework isort isort > 5.7.0 joblib modin mypy 1.10.0 myst-nb nox numpy > 1.24.4 packaging packaging > 20.0 pandas > 2.1.1 pandas-stubs pip polars polars > 0.20.0 prek protobuf pyarrow pyarrow > 13 # https://github.com/apache/arrow/pull/35113 pyarrow-hotfix pyspark pyspark[connect] > 3.2.0 pytest-asyncio pytest-cov pytest-xdist python-multipart pytz pyyaml pyyaml > 5.1 ray recommonmark scipy scipy-stubs setuptools setuptools # required in noxfile and not automatically provided by python > 3.12 shapely sphinx sphinx-autodoc-typehints sphinx-autodoc-typehints < 1.14.1 sphinx-copybutton sphinx-design sphinx-docsearch twine typeguard types-click types-pytz types-pyyaml types-requests types-setuptools typing_extensions typing_inspect typing_inspect > 0.6.0 uvicorn xarray xarray > 2024.10.0 xdoctest

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