类库
› pandera
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。
标签
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
截图