mirror of
https://github.com/milvus-io/milvus.git
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zhuwenxingandGitHub
743da442b1
## What changed - Add Python MilvusClient coverage for XGBoost `FunctionChainStage.L0_RERANK`. - Validate realistic `2 x 3000` indexed sealed segments plus `1 x 3000` growing segment data topology. - Cover FLAT, HNSW, and DISKANN indexes; filtered, range, group-by, iterator, and hybrid-search behavior. - Verify score and field correctness across numeric/null/binary features, delete, and upsert mutations. - Cover invalid stage/model contracts, concurrency, scale, cache identity, restart/failover, rolling update, and chaos scenarios. - Classify the suite into L0/L1/L2/L3 and replace the iterator xfail with its code `1100` error contract. Related issues: #51306, #51310, #51332 ## Validation - `ruff format --check tests/python_client/milvus_client/test_milvus_client_function_chain.py` - `ruff check tests/python_client/milvus_client/test_milvus_client_function_chain.py` - `python -m py_compile tests/python_client/milvus_client/test_milvus_client_function_chain.py` - `pytest --collect-only`: 37 cases collected - L0: 1 passed - L1: 8 passed - L2: 4 passed - Iterator regression: 1 passed against master image `0671607` An initial combined serial run observed a DISKANN load timeout with a loaded segment reporting `index_id=0`; the unchanged isolated L2 rerun passed. The strict assertion remains in place. --------- Signed-off-by: zhuwenxing <wenxing.zhu@zilliz.com>
100 lines
1.6 KiB
Plaintext
100 lines
1.6 KiB
Plaintext
--find-links https://test.pypi.org/simple/pymilvus/
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pytest-cov==2.8.1
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requests>=2.32.4
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scikit-learn>=1.5.2
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ujson==5.10.0
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pytest==8.3.4
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pytest-asyncio==0.24.0
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pytest-timeout==1.3.3
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pytest-repeat==0.8.0
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allure-pytest==2.7.0
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pytest-print==0.2.1
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pytest-level==0.1.1
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pytest-xdist==2.5.0
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pytest-assume==2.4.3
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pytest-rerunfailures==14.0
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pytest_tagging==1.6.0
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pytest-html==3.1.1
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delayed-assert==0.3.5
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kubernetes==17.17.0
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PyYAML==6.0.2
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pytest-sugar==0.9.5
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pytest-random-order
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# pymilvus
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pymilvus==3.1.0rc69
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pymilvus[bulk_writer]==3.1.0rc69
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# for protobuf
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protobuf>=5.29.5
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# for customize config test
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python-benedict==0.24.3
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# for bulk insert test
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minio==7.2.0
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npy-append-array==0.9.19
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Faker==19.2.0
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# for benchmark
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h5py==3.11.0
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# for log
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loguru==0.7.0
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# util
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psutil==5.9.8
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pandas==2.2.3
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numpy==2.2.6
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tenacity==8.2.3
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rich==13.7.0
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# for standby test
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etcd-sdk-python==0.0.6
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deepdiff==8.6.1
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# for test result analyzer
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prettytable==3.8.0
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pyarrow==23.0.1
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fastparquet==2024.11.0
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# for bf16 datatype
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ml-dtypes==0.5.1
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# for text processing
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Unidecode==1.3.8
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# for full text search
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tantivy==0.22.0
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bm25s==0.2.0
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# rjieba 0.1.11 wraps jieba-rs 0.6.x, closest to Milvus' pinned jieba-rs 0.6.8.
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rjieba==0.1.11
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# for minhash function test
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xxhash>=3.0.0
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# for perf test
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locust==2.25.0
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# for supporting higher python version
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typing_extensions==4.12.2
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# for env configuration
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python-dotenv<=2.0.0
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# for geometry
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shapely==2.1.1
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# for external table formats
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pylance==6.0.0
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vortex-data==0.56.0; python_version >= "3.11"
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substrait==0.26.0; python_version >= "3.11"
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pyiceberg[sql-sqlite]==0.8.1
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# for time zone
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tzdata>=2024.1
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# for function chain
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xgboost==3.3.0
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