https://github.com/snowflakedb/snowflake-ml-python
Score: 19.655455414488802
Last synced: about 5 hours ago
JSON representation
Repository metadata:
- Host: GitHub
- URL: https://github.com/snowflakedb/snowflake-ml-python
- Owner: snowflakedb
- License: apache-2.0
- Created: 2023-03-16T21:02:42.000Z (over 3 years ago)
- Default Branch: main
- Last Pushed: 2026-10-28T21:28:17.000Z (6 days ago)
- Last Synced: 2026-11-02T01:07:06.159Z (1 day ago)
- Language: Python
- Size: 58.4 MB
- Stars: 65
- Watchers: 2
- Forks: 19
- Open Issues: 23
-
Metadata Files:
- Readme: README.md
- Changelog: CHANGELOG.md
- Contributing: CONTRIBUTING.md
- License: LICENSE.txt
Owner metadata:
- Name: Snowflake
- Login: snowflakedb
- Email:
- Kind: organization
- Description:
- Website: https://snowflake.com
- Location: In the ☁
- Twitter:
- Company:
- Icon url: https://avatars.githubusercontent.com/u/6453780?v=4
- Repositories: 66
- Last Synced at: 2026-10-29T22:37:13.288Z
- Profile URL: https://github.com/snowflakedb
GitHub Events
Total
- Create event: 122
- Delete event: 2
- Fork event: 5
- Issue comment event: 91
- Issues event: 42
- Member event: 1
- Pull request event: 73
- Pull request review event: 27
- Push event: 71
- Release event: 33
- Watch event: 16
- Total: 483
Last Year
- Create event: 34
- Issue comment event: 10
- Issues event: 1
- Pull request event: 8
- Pull request review event: 3
- Push event: 27
- Release event: 11
- Total: 94
Committers metadata
Last synced: 1 day ago
Total Commits: 132
Total Committers: 16
Avg Commits per committer: 8.25
Development Distribution Score (DDS): 0.545
Commits in past year: 49
Committers in past year: 6
Avg Commits per committer in past year: 8.167
Development Distribution Score (DDS) in past year: 0.551
| Name | Commits | |
|---|---|---|
| Angel Antonio Avalos Cisneros | a****s@s****m | 60 |
| Snowflake Provisioner | 5****r | 25 |
| snowflake-connectors-app[bot] | 1****] | 22 |
| Kiran Dama | 6****a | 5 |
| Sumit Das | s****s@s****m | 3 |
| Piotr Mikosz | 9****z | 3 |
| Snowflake Authors | n****y@s****m | 3 |
| Tyler Hoyt | t****t@s****m | 2 |
| Kamil Witecki | k****i@s****m | 2 |
| Zhuo Peng | z****g@s****m | 1 |
| Zachary Bloss | z****s@g****m | 1 |
| Uzma Tafsir | 1****r | 1 |
| Saurav Anchlia | s****a@s****m | 1 |
| Phong Pham | p****m@s****m | 1 |
| Marcin Peciak | m****k@s****m | 1 |
| Gokul Kannan | g****n@s****m | 1 |
Issue and Pull Request metadata
Last synced: 1 day ago
Total issues: 64
Total pull requests: 155
Average time to close issues: 3 months
Average time to close pull requests: 2 months
Total issue authors: 51
Total pull request authors: 24
Average comments per issue: 1.81
Average comments per pull request: 0.21
Merged pull request: 111
Bot issues: 0
Bot pull requests: 23
Past year issues: 15
Past year pull requests: 45
Past year average time to close issues: 29 days
Past year average time to close pull requests: about 13 hours
Past year issue authors: 15
Past year pull request authors: 8
Past year average comments per issue: 2.8
Past year average comments per pull request: 0.09
Past year merged pull request: 40
Past year bot issues: 0
Past year bot pull requests: 23
Top Issue Authors
- zyzil (4)
- deadsoul44 (3)
- padhia (2)
- sfc-gh-thoyt (2)
- sfc-gh-mkeller (2)
- ftrifoglio (2)
- kenkoooo (2)
- ChuliangXiao (2)
- Synohara (2)
- der-eismann (2)
- lennartvandeguchte (1)
- PrestonBlackburn (1)
- ArtemioPadilla (1)
- BasilKVarghese (1)
- qamasailer (1)
Top Pull Request Authors
- sfc-gh-anavalos (72)
- snowflake-connectors-app[bot] (23)
- sfc-gh-snowflakedb-snyk-sa (21)
- sfc-gh-thoyt (5)
- danielhstahl (4)
- sfc-gh-kdama (3)
- sfc-gh-hpathak (2)
- sfc-gh-pmikosz (2)
- cpsievert (2)
- efueyo (2)
- sfc-gh-kwitecki (2)
- sfc-gh-utafsir (2)
- Zakariakhchiche (2)
- sfc-gh-gkannan (2)
- sakird (2)
Top Issue Labels
- enhancement (6)
- bug (3)
- deferred (2)
Top Pull Request Labels
Package metadata
- Total packages: 2
-
Total downloads:
- conda: 29,716 total
- pypi: 214,425 last-month
- Total dependent packages: 2 (may contain duplicates)
- Total dependent repositories: 2 (may contain duplicates)
- Total versions: 180
- Total maintainers: 3
pypi.org: snowflake-ml-python
The machine learning client library that is used for interacting with Snowflake to build machine learning solutions.
- Homepage: https://github.com/snowflakedb/snowflake-ml-python
- Documentation: https://docs.snowflake.com/developer-guide/snowpark-ml
- Licenses: Apache Software License
- Latest release: 2.7.0 (published 6 days ago)
- Last Synced: 2026-11-02T01:06:01.082Z (1 day ago)
- Versions: 103
- Dependent Packages: 2
- Dependent Repositories: 2
- Downloads: 214,425 Last month
-
Rankings:
- Downloads: 2.036%
- Dependent packages count: 4.776%
- Average: 9.783%
- Dependent repos count: 11.55%
- Stargazers count: 13.671%
- Forks count: 16.882%
- Maintainers (3)
anaconda.org: snowflake-ml-python
The machine learning client library that is used for interacting with Snowflake to build machine learning solutions. Functionalities include model uploading, training, feature engineering, etc.
- Homepage: https://github.com/snowflakedb/snowflake-ml-python
- Licenses: Apache-2.0
- Latest release: 1.50.0 (published 3 months ago)
- Last Synced: 2026-08-06T09:48:03.170Z (3 months ago)
- Versions: 77
- Dependent Packages: 0
- Dependent Repositories: 0
- Downloads: 29,716 Total
-
Rankings:
- Dependent packages count: 43.756%
- Average: 54.184%
- Stargazers count: 55.516%
- Forks count: 58.331%
- Dependent repos count: 59.136%
Dependencies
tests/integ/snowflake/ml/jobs/test_files/src/subdir5/requirements.txt
pypi
- numpy ==2.0.0 test
.github/workflows/jira_comment.yml
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MODULE.bazel
bazel
- aspect_bazel_lib 2.22.5
- bazel_skylib 1.9.0
- gazelle 0.47.0
- hermetic_cc_toolchain 4.1.0
- prodrive_technologies_bazel_latex 1.2.2-20250401-c552d5b
- rules_go 0.60.0
- rules_python 2.0.0
.github/workflows/jira_issue.yml
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bazel/environments/requirements_llm.txt
pypi
- absl-py ==1.4.0
- accelerate ==0.26.0
- anyio ==4.2.0
- boto3 ==1.34.69
- build ==0.10.0
- cachetools ==5.3.3
- cloudpickle ==2.2.1
- cmdstanpy ==1.1.0
- coverage ==7.6.1
- cryptography ==41.0.3
- datasets ==3.3.2
- flask ==2.2.2
- flask-cors ==3.0.10
- fsspec ==2024.6.1
- h2 ==4.3.0
- httpx ==0.28.1
- importlib_resources ==6.1.1
- inflection ==0.5.1
- joblib ==1.4.2
- jsonschema ==4.23.0
- mlflow ==2.16.2
- moto ==5.0.5
- mypy ==1.17.1
- networkx ==3.1
- numpy ==1.26.4
- packaging ==24.1
- pandas ==2.1.4
- platformdirs ==4.3.7
- protobuf ==4.25.3
- psutil ==5.9.0
- pyarrow ==16.1.0
- pydantic ==2.8.2
- pyjwt ==2.8.0
- pytest ==7.4.0
- pytest-timeout ==2.2.0
- pytest-xdist ==3.5.0
- pytimeparse ==1.1.8
- pyyaml ==6.0.1
- retrying ==1.3.3
- ruamel.yaml ==0.17.21
- scikit-learn ==1.5.1
- scipy ==1.11.3
- sentence-transformers ==5.2.0
- sentencepiece ==0.1.99
- shap ==0.46.0
- snowflake-connector-python ==3.17.3
- snowflake-snowpark-python ==1.38.0
- snowflake.core ==1.12.0
- sphinx ==5.0.2
- sqlparse ==0.4.4
- starlette ==0.27.0
- tokenizers ==0.22.2
- toml ==0.10.2
- torch ==2.5.1
- torchdata ==0.8.0
- tqdm ==4.67.1
- transformers ==5.3.0
- types-PyYAML ==6.0.12.12
- types-cachetools ==4.2.2
- types-protobuf ==4.23.0.1
- types-requests ==2.30.0.0
- types-toml ==0.10.8.6
- typing-extensions ==4.11.0
- werkzeug ==2.3.8
- xgboost ==2.1.4
bazel/environments/requirements_core.txt
pypi
- absl-py ==1.4.0
- anyio ==4.2.0
- boto3 ==1.34.69
- build ==0.10.0
- cachetools ==5.3.3
- cloudpickle ==2.2.1
- cmdstanpy ==1.1.0
- coverage ==7.6.1
- cryptography ==41.0.3
- datasets ==3.3.2
- flask ==2.2.2
- flask-cors ==3.0.10
- fsspec ==2024.6.1
- h2 ==4.3.0
- httpx ==0.28.1
- importlib_resources ==6.1.1
- inflection ==0.5.1
- joblib ==1.4.2
- jsonschema ==4.23.0
- moto ==5.0.5
- mypy ==1.17.1
- networkx ==3.1
- numpy ==1.26.4
- packaging ==24.1
- pandas ==2.1.4
- platformdirs ==4.3.7
- protobuf ==4.25.3
- psutil ==5.9.0
- pyarrow ==16.1.0
- pydantic ==2.8.2
- pyjwt ==2.8.0
- pytest ==7.4.0
- pytest-timeout ==2.2.0
- pytest-xdist ==3.5.0
- pytimeparse ==1.1.8
- pyyaml ==6.0.1
- retrying ==1.3.3
- ruamel.yaml ==0.17.21
- scikit-learn ==1.5.1
- scipy ==1.11.3
- shap ==0.46.0
- snowflake-connector-python ==3.17.3
- snowflake-snowpark-python ==1.38.0
- snowflake.core ==1.12.0
- sphinx ==5.0.2
- sqlparse ==0.4.4
- starlette ==0.27.0
- toml ==0.10.2
- tqdm ==4.67.1
- types-PyYAML ==6.0.12.12
- types-cachetools ==4.2.2
- types-protobuf ==4.23.0.1
- types-requests ==2.30.0.0
- types-toml ==0.10.8.6
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- werkzeug ==2.3.8
- xgboost ==2.1.4
.github/workflows/jira_close.yml
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bazel/requirements/templates/pyproject.toml
pypi
bazel/environments/requirements_keras.txt
pypi
- absl-py ==1.4.0
- anyio ==4.2.0
- boto3 ==1.34.69
- build ==0.10.0
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- cloudpickle ==2.2.1
- cmdstanpy ==1.1.0
- coverage ==7.6.1
- cryptography ==41.0.3
- datasets ==3.3.2
- flask ==2.2.2
- flask-cors ==3.0.10
- fsspec ==2024.6.1
- h2 ==4.3.0
- httpx ==0.28.1
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- networkx ==3.1
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- packaging ==24.1
- pandas ==2.1.4
- platformdirs ==4.3.7
- protobuf ==4.25.3
- psutil ==5.9.0
- pyarrow ==16.1.0
- pydantic ==2.8.2
- pyjwt ==2.8.0
- pytest ==7.4.0
- pytest-timeout ==2.2.0
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- retrying ==1.3.3
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- snowflake-connector-python ==3.17.3
- snowflake-snowpark-python ==1.38.0
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bazel/environments/requirements_ml.txt
pypi
- absl-py ==1.4.0
- altair ==5.5.0
- anyio ==4.2.0
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- cachetools ==5.3.3
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- cloudpickle ==2.2.1
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- cryptography ==41.0.3
- datasets ==3.3.2
- flask ==2.2.2
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- h2 ==4.3.0
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- mlflow ==2.16.2
- moto ==5.0.5
- mypy ==1.17.1
- networkx ==3.1
- numpy ==1.26.4
- packaging ==24.1
- pandas ==2.1.4
- platformdirs ==4.3.7
- prophet ==1.1.5
- protobuf ==4.25.3
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- pyarrow ==16.1.0
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- scipy ==1.11.3
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- snowflake-connector-python ==3.17.3
- snowflake-snowpark-python ==1.38.0
- snowflake.core ==1.12.0
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- sqlparse ==0.4.4
- starlette ==0.27.0
- streamlit ==1.44.1
- toml ==0.10.2
- tqdm ==4.67.1
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- xgboost ==2.1.4
bazel/environments/requirements_torch.txt
pypi
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- cmdstanpy ==1.1.0
- coverage ==7.6.1
- cryptography ==41.0.3
- datasets ==3.3.2
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- networkx ==3.1
- numpy ==1.26.4
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- torch ==2.5.1
- torchdata ==0.8.0
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- types-requests ==2.30.0.0
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- xgboost ==2.1.4