--find-links https://test.pypi.org/simple/pymilvus/
pytest-cov==2.8.1
requests>=2.32.4
scikit-learn>=1.5.2
ujson==5.10.0
pytest==8.3.4
pytest-asyncio==0.24.0
pytest-timeout==1.3.3
pytest-repeat==0.8.0
allure-pytest==2.7.0
pytest-print==0.2.1
pytest-level==0.1.1
pytest-xdist==2.5.0

pytest-assume==2.4.3
pytest-rerunfailures==14.0
pytest_tagging==1.6.0
pytest-html==3.1.1
delayed-assert==0.3.5
kubernetes==17.17.0
PyYAML==6.0.2
pytest-sugar==0.9.5
pytest-random-order

# pymilvus
pymilvus==3.1.0rc62
pymilvus[bulk_writer]==3.1.0rc62
# for protobuf
protobuf>=5.29.5

# for customize config test
python-benedict==0.24.3

# for bulk insert test
minio==7.2.0
npy-append-array==0.9.19
Faker==19.2.0

# for benchmark
h5py==3.11.0

# for log
loguru==0.7.0

# util
psutil==5.9.8
pandas==2.2.3
numpy==2.2.6
tenacity==8.2.3
rich==13.7.0
# for standby test
etcd-sdk-python==0.0.6
deepdiff==8.6.1

# for test result analyzer
prettytable==3.8.0
pyarrow==23.0.1
fastparquet==2024.11.0

# for bf16 datatype
ml-dtypes==0.5.1

# for text processing
Unidecode==1.3.8

# for full text search
tantivy==0.22.0
bm25s==0.2.0
# rjieba 0.1.11 wraps jieba-rs 0.6.x, closest to Milvus' pinned jieba-rs 0.6.8.
rjieba==0.1.11

# for minhash function test
xxhash>=3.0.0


# for perf test
locust==2.25.0

# for supporting higher python version
typing_extensions==4.12.2

# for env configuration
python-dotenv<=2.0.0

# for geometry
shapely==2.1.1

# for external table formats
pylance==6.0.0
vortex-data==0.56.0; python_version >= "3.11"
substrait==0.26.0; python_version >= "3.11"
pyiceberg[sql-sqlite]==0.8.1

# for time zone
tzdata>=2024.1


# for function chain
xgboost==3.3.0