Data

Tools

Indexes

Applications

Experiments

Summary

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

https://github.com/aws/aws-sdk-pandas

amazon-athena amazon-sagemaker-notebook apache-arrow apache-parquet athena aws aws-glue aws-lambda data-engineering data-science emr etl glue-catalog lambda modin mysql pandas python ray redshift

Score: 31.85215149193725

Last synced: 1 day ago
JSON representation

Repository metadata:

pandas on AWS - Easy integration with Athena, Glue, Redshift, Timestream, Neptune, OpenSearch, QuickSight, Chime, CloudWatchLogs, DynamoDB, EMR, SecretManager, PostgreSQL, MySQL, SQLServer and S3 (Parquet, CSV, JSON and EXCEL).

Owner metadata:

GitHub Events

Total
Last Year

Committers metadata

Last synced: 2 days ago

Total Commits: 2,631
Total Committers: 192
Avg Commits per committer: 13.703
Development Distribution Score (DDS): 0.655

Commits in past year: 197
Committers in past year: 25
Avg Commits per committer in past year: 7.88
Development Distribution Score (DDS) in past year: 0.487

Name Email Commits
igorborgest i****t@g****m 908
jaidisido j****o@g****m 342
dependabot[bot] 4****] 308
Anton Kukushkin k****n@g****m 299
Leon Luttenberger L****r 255
Lucas Hanson l****n@g****m 105
Cyril Fait 9****t 40
Maximilian 3****r 34
Bryan k****8@g****m 26
Luigi Tedesco l****c@a****m 24
Henry Su h****7@g****m 13
Patrick Muller p****r@o****m 12
Henri Yandell h****l 7
Flavio Altinier f****r@p****l 7
Nick Corbett n****t@g****m 6
KhueNgocDang 6****g 5
Tulio Casagrande t****e@g****m 5
donghan d****g@i****m 5
Alexandre Kohler 6****4 4
Brannon Imamura b****a@u****m 4
JPFrancoia j****a@o****i 4
William Smith w****h@t****m 4
Jeroen Schot j****t@o****i 3
Ethan Bunce e****e@a****k 3
Daniel Wood w****w@a****m 3
Brian Schroeder b****n@s****m 3
Robert Schmidtke r****e 3
bechbd b****d 3
nicholas-miles n****6@g****m 3
Vikram v****h@c****h 3
and 162 more...

Issue and Pull Request metadata

Last synced: 2 days ago

Total issues: 377
Total pull requests: 952
Average time to close issues: about 1 month
Average time to close pull requests: 6 days
Total issue authors: 292
Total pull request authors: 91
Average comments per issue: 2.12
Average comments per pull request: 4.19
Merged pull request: 644
Bot issues: 2
Bot pull requests: 456

Past year issues: 18
Past year pull requests: 176
Past year average time to close issues: about 1 month
Past year average time to close pull requests: 15 days
Past year issue authors: 16
Past year pull request authors: 31
Past year average comments per issue: 1.22
Past year average comments per pull request: 0.9
Past year merged pull request: 97
Past year bot issues: 0
Past year bot pull requests: 74

More stats: https://issues.ecosyste.ms/repositories/lookup?url=https://github.com/aws/aws-sdk-pandas

Top Issue Authors

  • jaidisido (9)
  • kukushking (7)
  • LeonLuttenberger (5)
  • Rizxcviii (3)
  • brendan-cook-87 (3)
  • FredStober (3)
  • snakingfire (3)
  • bobthemighty (3)
  • nabelekt (3)
  • B161851 (3)
  • AvihaiSam (3)
  • Xiangyu-C (3)
  • plbremer (3)
  • aarana95 (3)
  • leo4ever (2)

Top Pull Request Authors

  • dependabot[bot] (456)
  • LeonLuttenberger (134)
  • kukushking (113)
  • jaidisido (60)
  • hsusul (26)
  • bujjibabukatta (13)
  • kwy404 (6)
  • malachi-constant (6)
  • EthanBunce (5)
  • erwan-simon (5)
  • ashrielbrian (4)
  • AntonMantulo (4)
  • abhishekacharya200 (4)
  • mc51 (3)
  • aldder (3)

Top Issue Labels

  • bug (179)
  • enhancement (64)
  • question (64)
  • closing-soon (51)
  • feature (45)
  • needs-triage (8)
  • help wanted (5)
  • backlog (4)
  • major release (2)
  • documentation (2)
  • python (2)
  • ready to release (2)
  • good first issue (2)
  • investigating (2)
  • dependencies (2)
  • WIP (1)
  • minor release (1)
  • blocked (1)
  • wont implement (1)
  • duplicate (1)

Top Pull Request Labels

  • dependencies (458)
  • python (314)
  • python:uv (66)
  • closing-soon (15)
  • feature (15)
  • documentation (14)
  • bug (11)
  • github_actions (11)
  • enhancement (11)
  • refactoring (6)
  • testing (5)
  • minor release (4)
  • breaking change (1)
  • size: XL (1)
  • workflows (1)
  • major release (1)
  • continuous integration (1)

Package metadata

nixpkgs-unstable: python314Packages.awswrangler

Pandas on AWS

pypi.org: awswrangler

Pandas on AWS.

  • Homepage: https://aws-sdk-pandas.readthedocs.io/
  • Documentation: https://aws-sdk-pandas.readthedocs.io/
  • Licenses: Apache-2.0
  • Latest release: 3.18.0 (published 10 days ago)
  • Last Synced: 2026-11-04T22:04:38.825Z (2 days ago)
  • Versions: 168
  • Dependent Packages: 44
  • Dependent Repositories: 185
  • Downloads: 84,236,094 Last month
  • Docker Downloads: 20,925
  • Rankings:
    • Downloads: 0.028%
    • Dependent packages count: 0.341%
    • Dependent repos count: 1.088%
    • Average: 1.24%
    • Docker downloads count: 1.76%
    • Stargazers count: 1.778%
    • Forks count: 2.444%
  • Maintainers (5)
proxy.golang.org: github.com/aws/aws-sdk-pandas

  • Homepage:
  • Status: removed
  • Documentation: https://pkg.go.dev/github.com/aws/aws-sdk-pandas#section-documentation
  • Licenses: apache-2.0
  • Latest release: v0.0.0-20260813113024-fef16bb0c180 (published 3 months ago)
  • Last Synced: 2026-11-04T21:15:25.961Z (2 days ago)
  • Versions: 1
  • Dependent Packages: 0
  • Dependent Repositories: 0
  • Rankings:
    • Dependent packages count: 4.462%
    • Average: 4.612%
    • Dependent repos count: 4.762%
conda-forge.org: awswrangler

An open-source Python package that extends the power of Pandas library to AWS connecting DataFrames and AWS data related services. Easy integration with Athena, Redshift, Glue, Timestream, Neptune, OpenSearch, QuickSight, Chime, CloudWatchLogs, DynamoDB, EMR, SecretManager, PostgreSQL, MySQL, SQLServer and S3 (Parquet, CSV, JSON and EXCEL). Built on top of other open-source projects like Pandas, Apache Arrow and Boto3, it offers abstracted functions to execute usual ETL tasks like load/unload data from Data Lakes, Data Warehouses and Databases.

  • Homepage: https://aws-sdk-pandas.readthedocs.io
  • Licenses: Apache-2.0
  • Latest release: 2.17.0 (published about 4 years ago)
  • Last Synced: 2026-03-23T20:03:59.262Z (8 months ago)
  • Versions: 81
  • Dependent Packages: 0
  • Dependent Repositories: 1
  • Downloads: 812,694 Total
  • Rankings:
    • Forks count: 6.747%
    • Stargazers count: 6.931%
    • Average: 22.405%
    • Dependent repos count: 24.353%
    • Dependent packages count: 51.589%
nixpkgs-23.05: python310Packages.awswrangler

Pandas on AWS

nixpkgs-24.11: python311Packages.awswrangler

Pandas on AWS

nixpkgs-24.05: python311Packages.awswrangler

Pandas on AWS

nixpkgs-23.05: python311Packages.awswrangler

Pandas on AWS

nixpkgs-23.11: python311Packages.awswrangler

Pandas on AWS

nixpkgs-24.05: python312Packages.awswrangler

Pandas on AWS

nixpkgs-24.11: python312Packages.awswrangler

Pandas on AWS

nixpkgs-23.11: python310Packages.awswrangler

Pandas on AWS

nixpkgs-unstable: python313Packages.awswrangler

Pandas on AWS

Dependencies

.github/workflows/bandit.yml actions
  • actions/checkout v3 composite
  • actions/setup-python v4 composite
.github/workflows/cfn-nag.yml actions
  • actions/cache v3 composite
  • actions/checkout v3 composite
  • actions/setup-node v3 composite
  • actions/setup-python v4 composite
  • stelligent/cfn_nag master composite
.github/workflows/check-pytest-xfails.yml actions
  • actions/checkout v3 composite
.github/workflows/git-hygiene.yml actions
  • actions/stale v4 composite
.github/workflows/minimal-tests.yml actions
  • actions/checkout v3 composite
  • actions/setup-python v4 composite
.github/workflows/minimum-response-time.yml actions
  • malachi-constant/issue-minimum-response latest composite
.github/workflows/pr-linter.yml actions
  • aslafy-z/conventional-pr-title-action v3 composite
.github/workflows/snyk.yml actions
  • actions/checkout master composite
  • snyk/actions/python-3.8 master composite
.github/workflows/static-checking.yml actions
  • actions/checkout v3 composite
  • actions/setup-python v4 composite
.github/workflows/unlabel-assigned-issue.yml actions
  • andymckay/labeler master composite
building/lambda/Dockerfile docker
  • ${base_image} latest build
  • ${python_version} latest build
pyproject.toml pypi
  • IPython ^8.10.0 develop
  • black ^23.1.0 develop
  • boto3-stubs ^1.26.151 develop
  • bump2version ^1.0.1 develop
  • doc8 ^1.0 develop
  • flake8 ^5.0.1 develop
  • isort ^5.9.2 develop
  • jupyterlab ^3.0 develop
  • moto ^4.1 develop
  • mypy ^1.0 develop
  • myst-parser ^1.0.0 develop
  • nbsphinx ^0.8.8 develop
  • nbsphinx-link ^1.3.0 develop
  • openpyxl ^3.0 develop
  • pydocstyle ^6.1.1 develop
  • pydot ^1.4.2 develop
  • pylint ^2.17 develop
  • pyparsing ^3.0.7 develop
  • pytest ^7.1.2 develop
  • pytest-cov ^4.0 develop
  • pytest-rerunfailures ^11.1 develop
  • pytest-timeout ^2.1.0 develop
  • pytest-xdist ^3.0.2 develop
  • ruff ^0.0.270 develop
  • s3fs 0.4.2 develop
  • setuptools * develop
  • sphinx ^6.0 develop
  • sphinx-bootstrap-theme ^0.8 develop
  • sphinx-copybutton ^0.5.1 develop
  • tox ^4.5.0 develop
  • wheel ^0.38.1 develop
  • SPARQLWrapper ^2.0.0
  • boto3 ^1.20.32
  • botocore ^1.23.32
  • deltalake >=0.6.4,<0.11.0
  • geopandas ^0.13.2
  • gremlinpython ^3.6.2
  • jsonpath-ng ^1.5.3
  • modin ^0.23.0
  • numpy ^1.18
  • openpyxl ^3.0.0
  • opensearch-py ^2.0.0
  • oracledb ^1.0.0
  • packaging >=21.1,<24.0
  • pandas >=1.2.0,<3.0.0
  • pg8000 ^1.29.0
  • progressbar2 ^4.0.0
  • pyarrow >=7.0.0
  • pymysql ^1.0.0
  • pyodbc ^4.0.0
  • python >=3.8, <4.0
  • ray >=2.0.0,<2.7.0
  • redshift-connector ^2.0.0
  • requests ^2.0.0
  • requests-aws4auth ^1.1.1
  • typing-extensions ^4.4.0
test_infra/pyproject.toml pypi
  • aws-cdk-lib ^2.85.0
  • aws-cdk.aws-glue-alpha ^2.85.0a0
  • aws-cdk.aws-neptune-alpha ^2.85.0a0
  • aws-cdk.aws-redshift-alpha ^2.85.0a0
  • constructs >=10.0.0,<11.0.0
  • python >=3.7.1, <4.0
docs/environment.yml conda
  • ipykernel
  • pandoc
  • pip
  • python >=3
docs/source/requirements.txt pypi
  • IPython *
  • ipykernel *
  • myst_parser *
  • nbsphinx *
  • nbsphinx-link *
  • pandoc *
  • pip *
  • sphinx ==7.1.2
  • sphinx-autodoc-typehints *
  • sphinx-copybutton *
  • sphinx_bootstrap_theme *
.github/workflows/dependabot-prs.yml actions
  • dependabot/fetch-metadata v3 composite
.github/workflows/publish.yml actions
  • actions/checkout v7 composite
  • actions/download-artifact v8 composite
  • hynek/build-and-inspect-python-package v3.0.1 composite
  • pypa/gh-action-pypi-publish release/v1 composite
uv.lock pypi
  • 289 dependencies
test_infra/uv.lock pypi
  • attrs 25.3.0
  • aws-cdk-asset-awscli-v1 2.2.273
  • aws-cdk-asset-node-proxy-agent-v6 2.1.2
  • aws-cdk-aws-glue-alpha 2.190.0a0
  • aws-cdk-aws-neptune-alpha 2.190.0a0
  • aws-cdk-aws-redshift-alpha 2.190.0a0
  • aws-cdk-cloud-assembly-schema 53.24.0
  • aws-cdk-cloud-assembly-schema 53.28.0
  • aws-cdk-lib 2.253.0
  • awswrangler-test-infrastructure 3.17.1
  • cattrs 24.1.3
  • constructs 10.6.0
  • constructs 10.7.1
  • exceptiongroup 1.2.2
  • importlib-resources 6.5.2
  • jsii 1.132.0
  • jsii 1.139.0
  • packaging 24.2
  • publication 0.0.3
  • python-dateutil 2.9.0.post0
  • setuptools 83.0.0
  • six 1.17.0
  • typeguard 2.13.3
  • typing-extensions 4.13.2
  • zipp 3.21.0