setuptools>=67
grpcio<=1.60.0,>=1.49.1
protobuf>=3.20.0
environs<=9.5.0
ujson>=2.0.0
pandas>=1.2.4
milvus_lite<2.5.0,>=2.4.0

[:python_version <= "3.8"]
numpy<1.25.0

[bulk_writer]
requests
minio>=7.0.0
pyarrow>=12.0.0
azure-storage-blob

[model]
milvus-model>=0.1.0

[test]
pytest>=5.3.4
pytest-cov>=2.8.1
pytest-timeout>=1.3.4
grpcio-testing
ruff>0.4.0
black
