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Summary

An open API service for producing an overview of a list of open source projects.

https://github.com/milvus-io/pymilvus

anns faiss faiss-vector-database milvus milvus-lite milvus-sdk python python-sdk vector-database

Score: 27.714872604833197

Last synced: 1 day ago
JSON representation

Repository metadata:

Python SDK for Milvus Vector Database

Owner metadata:

GitHub Events

Total
Last Year

Committers metadata

Last synced: 2 days ago

Total Commits: 2,223
Total Committers: 156
Avg Commits per committer: 14.25
Development Distribution Score (DDS): 0.772

Commits in past year: 270
Committers in past year: 46
Avg Commits per committer in past year: 5.87
Development Distribution Score (DDS) in past year: 0.73

Name Email Commits
XuanYang-cn x****g@z****m 506
yinghao.zou y****u@z****m 240
yhz 4****0@q****m 209
cai.zhang c****g@z****m 123
dragondriver j****g@z****m 99
pymilvus-bot p****s@z****m 73
zhenshan.cao z****o@z****m 72
groot y****o@z****m 66
Chun Han 1****n 59
Xiangyu Wang x****g@z****m 57
yihao.dai y****i@z****m 38
Buqian Zheng z****n@g****m 29
smellthemoon 6****n 28
wei liu w****u@z****m 27
dependabot[bot] 4****] 27
jac j****y@q****m 26
yukun k****u@z****m 26
BossZou 4****u 24
Cai Yudong y****i@z****m 24
zhuwenxing w****u@z****m 24
xige-16 x****e@z****m 22
SimFG b****u@z****m 21
aoiasd 4****d 20
Jin Hai h****n@z****m 19
junjiejiangjjj j****g@z****m 19
congqixia c****a@z****m 18
xushuang.hu 1****k 16
sthuang 1****g 13
Xianhui Lin 3****e 13
Lutkin Wang y****e@q****m 11
and 126 more...

Issue and Pull Request metadata

Last synced: 2 days ago

Total issues: 1,224
Total pull requests: 3,270
Average time to close issues: 5 months
Average time to close pull requests: 9 days
Total issue authors: 542
Total pull request authors: 235
Average comments per issue: 1.87
Average comments per pull request: 2.3
Merged pull request: 2,784
Bot issues: 0
Bot pull requests: 48

Past year issues: 156
Past year pull requests: 685
Past year average time to close issues: 21 days
Past year average time to close pull requests: 4 days
Past year issue authors: 70
Past year pull request authors: 102
Past year average comments per issue: 1.28
Past year average comments per pull request: 3.66
Past year merged pull request: 544
Past year bot issues: 0
Past year bot pull requests: 8

More stats: https://issues.ecosyste.ms/repositories/lookup?url=https://github.com/milvus-io/pymilvus

Top Issue Authors

  • XuanYang-cn (162)
  • BossZou (103)
  • binbinlv (47)
  • zhuwenxing (40)
  • MrPresent-Han (34)
  • pymilvus-bot (20)
  • czs007 (19)
  • jac0626 (18)
  • yhmo (15)
  • yanliang567 (14)
  • wxyucs (11)
  • xiaofan-luan (10)
  • filip-halt (9)
  • longjiquan (9)
  • bigsheeper (8)

Top Pull Request Authors

  • XuanYang-cn (738)
  • pymilvus-bot (284)
  • yhmo (151)
  • MrPresent-Han (131)
  • BossZou (128)
  • longjiquan (124)
  • czs007 (120)
  • xiaocai2333 (109)
  • zhengbuqian (75)
  • JsDove (72)
  • weiliu1031 (68)
  • smellthemoon (68)
  • brcarry (56)
  • bigsheeper (55)
  • lentitude2tk (52)

Top Issue Labels

  • kind/bug (376)
  • kind/question (167)
  • kind/enhancement (160)
  • kind/feature (73)
  • documentation (30)
  • help wanted (27)
  • good first issue (24)
  • milvus-lite (16)
  • wontfix (9)
  • ci-passed (6)
  • dco-passed (6)
  • approved (6)
  • lgtm (6)
  • duplicate (3)
  • size/L (3)
  • need-information (2)
  • stale (2)
  • PR | cherry-picked to 2.x (1)
  • size/S (1)
  • size/XXL (1)
  • 2.2 related (1)
  • size/XS (1)
  • PR | need to cherry-pick to 2.x (1)

Top Pull Request Labels

  • ci-passed (2,667)
  • approved (2,591)
  • lgtm (2,538)
  • dco-passed (2,446)
  • size/XS (803)
  • size/L (570)
  • size/M (560)
  • size/S (527)
  • PR | cherry-picked to 2.x (285)
  • backport (230)
  • size/XL (210)
  • size/XXL (208)
  • backported (177)
  • backport-to-2.6 (163)
  • needs-dco (114)
  • backport-to-3.0 (99)
  • PR | need to cherry-pick to 2.x (67)
  • kind/bug (63)
  • dependencies (45)
  • do-not-merge/hold (37)
  • PR | ignore CI (37)
  • kind/enhancement (32)
  • documentation (31)
  • kind/feature (24)
  • do-not-merge/work-in-progress (21)
  • PR | cherry-pick (18)
  • PR | cherry-pick to 2.x (10)
  • wontfix (9)
  • python:uv (4)
  • PR | trigger CI (4)

Package metadata

pypi.org: pymilvus

Python SDK for Milvus

  • Homepage: https://milvus.io
  • Documentation: https://pymilvus.readthedocs.io/
  • Licenses: Apache Software License
  • Latest release: 3.0.2 (published about 2 months ago)
  • Last Synced: 2026-10-31T16:31:49.055Z (2 days ago)
  • Versions: 149
  • Dependent Packages: 86
  • Dependent Repositories: 1,803
  • Downloads: 3,698,902 Last month
  • Docker Downloads: 105,859
  • Rankings:
    • Dependent packages count: 0.232%
    • Dependent repos count: 0.262%
    • Downloads: 0.456%
    • Average: 0.506%
    • Docker downloads count: 1.075%
  • Maintainers (2)
nixpkgs-24.11: python312Packages.pymilvus

Python SDK for Milvus

nixpkgs-unstable: python313Packages.pymilvus

Python SDK for Milvus

pypi.org: pymilvus-test

Python Sdk for Milvus

  • Homepage: https://github.com/milvus-io/pymilvus
  • Documentation: https://pymilvus-test.readthedocs.io/
  • Licenses: Apache-2.0
  • Latest release: 1.0.0 (published over 5 years ago)
  • Last Synced: 2026-10-31T16:31:40.477Z (2 days ago)
  • Versions: 130
  • Dependent Packages: 0
  • Dependent Repositories: 12
  • Downloads: 315 Last month
  • Rankings:
    • Stargazers count: 2.341%
    • Forks count: 3.011%
    • Dependent repos count: 4.199%
    • Average: 6.206%
    • Dependent packages count: 9.991%
    • Downloads: 11.488%
  • Maintainers (1)
proxy.golang.org: github.com/milvus-io/pymilvus

  • Homepage:
  • Documentation: https://pkg.go.dev/github.com/milvus-io/pymilvus#section-documentation
  • Licenses: apache-2.0
  • Latest release: v3.0.2+incompatible (published about 2 months ago)
  • Last Synced: 2026-10-31T16:31:35.604Z (2 days ago)
  • Versions: 104
  • Dependent Packages: 0
  • Dependent Repositories: 0
  • Rankings:
    • Dependent packages count: 6.528%
    • Average: 6.747%
    • Dependent repos count: 6.966%
pypi.org: pymilvus-legacy

Python Sdk for Milvus

  • Homepage: https://github.com/milvus-io/pymilvus
  • Documentation: https://pymilvus-legacy.readthedocs.io/
  • Licenses: Apache-2.0
  • Latest release: 2.0.0 (published over 4 years ago)
  • Last Synced: 2026-10-31T16:31:57.461Z (2 days ago)
  • Versions: 2
  • Dependent Packages: 0
  • Dependent Repositories: 0
  • Downloads: 15 Last month
  • Rankings:
    • Stargazers count: 2.714%
    • Forks count: 3.511%
    • Dependent packages count: 4.843%
    • Dependent repos count: 6.332%
    • Average: 9.672%
    • Downloads: 30.961%
  • Maintainers (1)
pypi.org: pymilvus-distributed

Python Sdk for Milvus-Distributed

  • Homepage: https://github.com/milvus-io/pymilvus
  • Documentation: https://pymilvus-distributed.readthedocs.io/
  • Licenses: Apache-2.0
  • Latest release: 0.0.66 (published over 5 years ago)
  • Last Synced: 2026-10-31T16:31:52.147Z (2 days ago)
  • Versions: 65
  • Dependent Packages: 0
  • Dependent Repositories: 1
  • Downloads: 107 Last month
  • Rankings:
    • Stargazers count: 2.341%
    • Forks count: 3.011%
    • Dependent packages count: 9.991%
    • Average: 11.0%
    • Downloads: 17.92%
    • Dependent repos count: 21.734%
  • Maintainers (2)
pypi.org: milvus-test

Python Sdk for Milvus; Test version

  • Homepage: https://github.com/milvus-io/pymilvus
  • Documentation: https://milvus-test.readthedocs.io/
  • Licenses: Apache-2.0
  • Latest release: 0.1.1 (published about 7 years ago)
  • Last Synced: 2026-10-31T16:31:41.549Z (2 days ago)
  • Versions: 2
  • Dependent Packages: 0
  • Dependent Repositories: 1
  • Downloads: 15 Last month
  • Rankings:
    • Stargazers count: 2.341%
    • Forks count: 3.011%
    • Dependent packages count: 9.991%
    • Average: 16.578%
    • Dependent repos count: 21.734%
    • Downloads: 45.811%
  • Maintainers (1)
pypi.org: milvus-one

Python Sdk for Milvus

  • Homepage: https://github.com/milvus-io/pymilvus
  • Documentation: https://milvus-one.readthedocs.io/
  • Licenses: Apache-2.0
  • Latest release: 1.1.3.dev0 (published over 3 years ago)
  • Last Synced: 2026-10-31T16:31:46.123Z (2 days ago)
  • Versions: 1
  • Dependent Packages: 0
  • Dependent Repositories: 0
  • Downloads: 10 Last month
  • Rankings:
    • Stargazers count: 2.393%
    • Forks count: 3.206%
    • Dependent packages count: 7.466%
    • Average: 25.703%
    • Downloads: 45.845%
    • Dependent repos count: 69.608%
  • Maintainers (1)
conda-forge.org: pymilvus

  • Homepage: https://github.com/milvus-io/pymilvus
  • Licenses: Apache-2.0
  • Latest release: 1.1.2 (published over 5 years ago)
  • Last Synced: 2026-08-08T02:11:09.854Z (3 months ago)
  • Versions: 3
  • Dependent Packages: 0
  • Dependent Repositories: 0
  • Rankings:
    • Forks count: 11.315%
    • Stargazers count: 16.212%
    • Average: 28.182%
    • Dependent repos count: 34.025%
    • Dependent packages count: 51.175%
nixpkgs-23.05: python311Packages.pymilvus

Python SDK for Milvus

nixpkgs-24.05: python311Packages.pymilvus

Python SDK for Milvus

nixpkgs-24.05: python312Packages.pymilvus

Python SDK for Milvus

nixpkgs-24.11: python311Packages.pymilvus

Python SDK for Milvus

nixpkgs-23.05: python310Packages.pymilvus

Python SDK for Milvus

nixpkgs-23.11: python311Packages.pymilvus

Python SDK for Milvus

nixpkgs-unstable: python314Packages.pymilvus

Python SDK for Milvus

nixpkgs-23.11: python310Packages.pymilvus

Python SDK for Milvus

Dependencies

.github/workflows/update-milvus-pymilvus-dev.yml actions
  • actions/checkout v4 composite
  • actions/setup-python v5 composite
.github/workflows/auto-cherrypick.yml actions
  • actions/checkout v4 composite
.github/workflows/check_milvus_proto.yml actions
  • actions/checkout v2 composite
  • actions/setup-python v2 composite
.github/workflows/code_checker.yml actions
  • actions/checkout v2 composite
  • actions/setup-python v2 composite
.github/workflows/publish_dev_package.yml actions
  • actions/checkout v3 composite
  • actions/setup-python v4 composite
  • pypa/gh-action-pypi-publish release/v1 composite
.github/workflows/publish_on_release.yml actions
  • actions/checkout v3 composite
  • actions/setup-python v4 composite
  • pypa/gh-action-pypi-publish release/v1 composite
.github/workflows/pull_request.yml actions
  • actions/checkout v2 composite
  • actions/setup-python v2 composite
Dockerfile docker
  • python 3.6-slim build
ci/docker/milvus/docker-compose.yml docker
  • ${IMAGE_REPO}/milvus-dev ${IMAGE_TAG}
  • minio/minio RELEASE.2020-12-03T00-03-10Z
  • quay.io/coreos/etcd v3.5.0
pyproject.toml pypi
  • environs <=9.5.0
  • grpcio >=1.49.1,<=1.58.0
  • minio *
  • numpy <1.25.0;python_version<='3.8'
  • pandas >=1.2.4
  • protobuf >=3.20.0
  • requests *
  • ujson >=2.0.0
uv.lock pypi
  • 168 dependencies