https://github.com/opensearch-project/opensearch-py-ml

Score: 19.791756233298912

Last synced: about 10 hours ago
JSON representation

Repository metadata:

Host: GitHub
URL: https://github.com/opensearch-project/opensearch-py-ml
Owner: opensearch-project
License: apache-2.0
Created: 2022-09-02T16:14:20.000Z (about 4 years ago)
Default Branch: main
Last Pushed: 2026-07-14T19:43:59.000Z (3 months ago)
Last Synced: 2026-10-01T13:11:16.425Z (23 days ago)
Language: Python
Size: 30 MB
Stars: 55
Watchers: 16
Forks: 77
Open Issues: 51
Metadata Files:
- Readme: README.md
- Changelog: CHANGELOG.md
- Contributing: CONTRIBUTING.md
- License: LICENSE
- Code of conduct: CODE_OF_CONDUCT.md
- Codeowners: .github/CODEOWNERS
- Security: SECURITY.md
- Notice: NOTICE
- Maintainers: MAINTAINERS.md

Owner metadata:

Name: OpenSearch Project
Login: opensearch-project
Email:
Kind: organization
Description: OpenSearch is a community-driven, Apache 2.0-licensed open source search and analytics suite that makes it easy to ingest, search, visualize, and analyze data.
Website: https://opensearch.org/
Location:
Twitter:
Company:
Icon url: https://avatars.githubusercontent.com/u/80134844?v=4
Repositories: 154
Last Synced at: 2026-10-22T14:35:57.990Z
Profile URL: https://github.com/opensearch-project

GitHub Events

Total

Commit comment event: 2
Create event: 33
Delete event: 14
Fork event: 5
Issue comment event: 303
Issues event: 105
Member event: 2
Pull request event: 139
Pull request review comment event: 322
Pull request review event: 345
Push event: 97
Release event: 2
Watch event: 12
Total: 1381

Last Year

Create event: 1
Issue comment event: 10
Issues event: 9
Pull request event: 10
Pull request review comment event: 7
Pull request review event: 9
Push event: 10
Watch event: 1
Total: 57

Committers metadata

Last synced: 1 day ago

Total Commits: 610
Total Committers: 62
Avg Commits per committer: 9.839
Development Distribution Score (DDS): 0.798

Commits in past year: 17
Committers in past year: 8
Avg Commits per committer in past year: 2.125
Development Distribution Score (DDS) in past year: 0.588

Name	Email	Commits
Stephen Dodson	s**n@e**o	123
Seth Michael Larson	s**n@e**o	94
P. Sai Vinay	3****8	39
github-actions[bot]	4****]	36
Dhrubo Saha	1****s	36
Winterflower	c**n@e**o	30
Thomas Ma	t**a@g**m	26
Thanawan Atchariyachanvanit	l**i@a**m	26
Nathalie Jonathan	1****a	23
Benjamin Trent	b**t@g**m	16
Kalyan	k**0@l**m	14
Sayali Gaikawad	g**a@a**m	14
Michael Hirsch	m**h@g**m	11
Yerzhaisang Taskali	5****g	10
Daniel Mesejo-León	m**n@g**m	10
Josh Devins	j**s@e**o	7
Michael Hirsch	m**h@e**o	6
Alibi Zhenis	9****s	6
Mingshi Liu	1****l	6
dependabot[bot]	4****]	5
Junqiu Lei	j**u@a**m	5
David Kyle	d**e@e**o	4
conggguan	1****n	4
zhichao-aws	z**g@a**m	4
David Olaru	d**u@v**m	4
Lisa Cawley	l**y@e**o	3
Peter Zhu	z**i@a**m	3
Ashton Sidhu	a**u@e**o	2
Ed Savage	e**e@e**o	2
Jabin Kong	1**4@q**m	2
and 32 more...

Issue and Pull Request metadata

Last synced: 1 day ago

Total issues: 188
Total pull requests: 513
Average time to close issues: 3 months
Average time to close pull requests: 26 days
Total issue authors: 41
Total pull request authors: 53
Average comments per issue: 3.09
Average comments per pull request: 1.5
Merged pull request: 309
Bot issues: 98
Bot pull requests: 187

Past year issues: 18
Past year pull requests: 19
Past year average time to close issues: about 1 month
Past year average time to close pull requests: about 1 month
Past year issue authors: 4
Past year pull request authors: 10
Past year average comments per issue: 1.06
Past year average comments per pull request: 2.16
Past year merged pull request: 16
Past year bot issues: 16
Past year bot pull requests: 1

More stats: https://issues.ecosyste.ms/repositories/lookup?url=https://github.com/opensearch-project/opensearch-py-ml

Top Issue Authors

mend-for-github-com[bot] (55)
github-actions[bot] (43)
dhrubo-os (24)
rawwar (13)
nathaliellenaa (5)
AlibiZhenis (3)
zhichao-aws (3)
thanawan-atc (3)
ylwu-amzn (2)
rbpasker (2)
bl1nkker (2)
mingshl (2)
dblock (2)
dtaivpp (2)
yuye-aws (1)

Top Pull Request Authors

github-actions[bot] (75)
dependabot[bot] (65)
dhrubo-os (48)
opensearch-trigger-bot[bot] (47)
thanawan-atc (42)
nathaliellenaa (40)
rawwar (27)
Yerzhaisang (24)
mingshl (14)
gaiksaya (11)
conggguan (10)
zhichao-aws (10)
junqiu-lei (9)
Merey1508 (8)
AlibiZhenis (8)

Top Issue Labels

enhancement (66)
Mend: dependency security vulnerability (55)
untriaged (30)
CCI (21)
bug (21)
good first issue (17)
semantic-search (1)
Features (1)

Top Pull Request Labels

ModelUploading (59)
backport 1.x (44)
skip-changelog (22)
Mend: dependency security vulnerability (19)
github_actions (19)
ModelListingUploading (16)
backport 1.0 (11)
enhancement (5)
documentation (1)
untriaged (1)
semantic-search (1)
good first issue (1)

Package metadata

Total packages: 2
Total downloads:
- pypi: 59,942 last-month
Total dependent packages: 0 (may contain duplicates)
Total dependent repositories: 1 (may contain duplicates)
Total versions: 7
Total maintainers: 2

pypi.org: opensearch-py-ml

Python Client and Toolkit for DataFrames, Big Data, Machine Learning and ETL in OpenSearch

Homepage: https://github.com/opensearch-project/opensearch-py-ml
Documentation: https://opensearch-py-ml.readthedocs.io/
Licenses: Apache-2.0
Latest release: 10.7.8 (published almost 4 years ago)
Last Synced: 2026-10-22T18:04:43.191Z (1 day ago)
Versions: 6
Dependent Packages: 0
Dependent Repositories: 1
Downloads: 59,942 Last month
Rankings:
- Downloads: 5.554%
- Forks count: 5.652%
- Dependent packages count: 10.105%
- Average: 11.117%
- Stargazers count: 12.683%
- Dependent repos count: 21.593%
Maintainers (1)
- OpenSearch

pypi.org: sayali-ml

Python Client and Toolkit for DataFrames, Big Data, Machine Learning and ETL in OpenSearch

Homepage: https://github.com/opensearch-project/opensearch-py-ml
Documentation: https://sayali-ml.readthedocs.io/
Licenses: Apache-2.0
Latest release: 1.0.0 (published almost 4 years ago)
Last Synced: 2026-10-22T18:04:44.084Z (1 day ago)
Versions: 1
Dependent Packages: 0
Dependent Repositories: 0
Rankings:
- Dependent packages count: 4.829%
- Dependent repos count: 6.339%
- Average: 11.513%
- Forks count: 14.417%
- Stargazers count: 20.469%
Maintainers (1)
- sayaligaikawad

Dependencies

docs/requirements-docs.txt pypi

matplotlib >=3.6.0,<4
nbsphinx *
nbval *
opensearch-py >=2
pandas >=1.5,<2
pandoc *
sphinx *
sphinx_rtd_theme *
traitlets <5.1

requirements-dev.txt pypi

matplotlib >=3.6.0,<4 development
mypy * development
nbval * development
nox * development
numpy >=1.23.3,<2 development
opensearch-py >=2 development
pandas >=1.5,<2 development
pytest >=7.1.2 development
pytest-cov * development
pytest-mock * development

requirements.txt pypi

matplotlib >=3.6.0,<4
numpy >=1.23.3,<2
opensearch-py >=2
pandas >=1.5,<2
protobuf ==3.20.

setup.py pypi

matplotlib >=3.6.0,<4
numpy >=1.23.3,<2
opensearch-py >=2
pandas >=1.5,<2

.github/workflows/add-untriaged.yml actions

actions/github-script v6 composite

.github/workflows/backport.yml actions

VachaShah/backport v1.1.4 composite
tibdex/github-app-token v1.5.0 composite

.github/workflows/build_deploy_doc.yml actions

actions/checkout v2 composite
peaceiris/actions-gh-pages v3 composite

.github/workflows/changelog_verifier.yml actions

actions/checkout v3 composite
dangoslen/changelog-enforcer v3 composite

.github/workflows/ci.yml actions

actions/checkout v2 composite
actions/checkout v1 composite
actions/setup-python v2 composite

.github/workflows/dco.yml actions

tim-actions/dco v1.1.0 composite
tim-actions/get-pr-commits v1.1.0 composite

.github/workflows/delete_backport_branch.yml actions

SvanBoxel/delete-merged-branch main composite

.github/workflows/delete_model_uploader_branch.yml actions

dawidd6/action-delete-branch v3 composite

.github/workflows/integration.yml actions

actions/checkout v2 composite
codecov/codecov-action v2 composite

.github/workflows/model_listing_uploader.yml actions

actions/checkout v3 composite
aws-actions/configure-aws-credentials v2 composite

.github/workflows/model_uploader.yml actions

actions/checkout v3 composite
actions/download-artifact v2 composite
actions/setup-python v2 composite
actions/upload-artifact v3 composite
aws-actions/configure-aws-credentials v2 composite
peter-evans/create-pull-request v5 composite
stefanzweifel/git-auto-commit-action v4 composite
thollander/actions-comment-pull-request v2 composite
trstringer/manual-approval v1 composite

.github/workflows/release-drafter.yml actions

actions/checkout v3 composite
actions/setup-python v3 composite
softprops/action-gh-release v1 composite
trstringer/manual-approval v1 composite

.github/workflows/update_model_listing.yml actions

actions/checkout v3 composite
actions/setup-python v2 composite
aws-actions/configure-aws-credentials v2 composite
peter-evans/create-pull-request v5 composite
stefanzweifel/git-auto-commit-action v4 composite
thollander/actions-comment-pull-request v2 composite

.ci/opensearch/Dockerfile docker

opensearchproject/opensearch $OPENSEARCH_VERSION build

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