https://github.com/dask/dask
dask numpy pandas pydata python scikit-learn scipy
Score: 36.14634739510119
Last synced: about 2 hours ago
JSON representation
Repository metadata:
Parallel computing with task scheduling
- Host: GitHub
- URL: https://github.com/dask/dask
- Owner: dask
- License: bsd-3-clause
- Created: 2015-01-04T18:50:00.000Z (over 11 years ago)
- Default Branch: main
- Last Pushed: 2026-05-21T16:04:43.000Z (9 days ago)
- Last Synced: 2026-05-21T16:32:08.598Z (9 days ago)
- Topics: dask, numpy, pandas, pydata, python, scikit-learn, scipy
- Language: Python
- Homepage: https://dask.org
- Size: 124 MB
- Stars: 13,842
- Watchers: 203
- Forks: 1,873
- Open Issues: 1,243
-
Metadata Files:
- Readme: README.rst
- Contributing: .github/CONTRIBUTING.md
- License: LICENSE.txt
-
Funding:
- Github: numfocus
- Custom: https://numfocus.org/donate-to-dask
- Tidelift: pypi/dask
Owner metadata:
- Name: dask
- Login: dask
- Email:
- Kind: organization
- Description:
- Website: https://dask.org/
- Location:
- Twitter: dask_dev
- Company:
- Icon url: https://avatars.githubusercontent.com/u/17131925?v=4
- Repositories: 50
- Last Synced at: 2023-04-09T07:16:04.946Z
- Profile URL: https://github.com/dask
Committers metadata
Last synced: 15 days ago
Total Commits: 9,011
Total Committers: 635
Avg Commits per committer: 14.191
Development Distribution Score (DDS): 0.725
Commits in past year: 215
Committers in past year: 44
Avg Commits per committer in past year: 4.886
Development Distribution Score (DDS) in past year: 0.74
| Name | Commits | |
|---|---|---|
| Matthew Rocklin | m****n@g****m | 2482 |
| Patrick Hoefler | 6****l | 905 |
| Jim Crist | c****2@u****u | 609 |
| James Bourbeau | j****u | 591 |
| Blake Griffith | b****h@g****m | 353 |
| Richard (Rick) Zamora | r****7@g****m | 305 |
| jakirkham | j****m@g****m | 228 |
| crusaderky | c****y@g****m | 205 |
| Julia Signell | j****l@g****m | 204 |
| Florian Jetter | f****r | 195 |
| Tom Augspurger | T****r | 190 |
| sinhrks | s****s@g****m | 112 |
| Martin Durant | m****t | 108 |
| Hendrik Makait | h****k@m****m | 88 |
| Phillip Cloud | c****d@g****m | 74 |
| dependabot[bot] | 4****] | 69 |
| M. Farrajota | f****a | 66 |
| Irina Truong | i****a@g****m | 63 |
| Stephan Hoyer | s****r@c****m | 63 |
| Charles Blackmon-Luca | 2****a | 62 |
| Miles | m****3@g****m | 55 |
| Jacob Tomlinson | j****n | 49 |
| Peter Andreas Entschev | p****r@e****m | 48 |
| Erik Welch | e****h@g****m | 44 |
| Genevieve Buckley | 3****y | 39 |
| Dimitri Papadopoulos Orfanos | 3****s | 38 |
| Mads R. B. Kristensen | m****k@g****m | 38 |
| Mariano | m****r@g****m | 35 |
| Sarah Charlotte Johnson | s****h@c****o | 34 |
| Pavithra Eswaramoorthy | p****s@o****m | 31 |
| and 605 more... | ||
Issue and Pull Request metadata
Last synced: 24 days ago
Total issues: 1,017
Total pull requests: 1,648
Average time to close issues: 5 months
Average time to close pull requests: 29 days
Total issue authors: 480
Total pull request authors: 169
Average comments per issue: 3.41
Average comments per pull request: 1.83
Merged pull request: 1,177
Bot issues: 31
Bot pull requests: 74
Past year issues: 75
Past year pull requests: 124
Past year average time to close issues: 30 days
Past year average time to close pull requests: 4 days
Past year issue authors: 43
Past year pull request authors: 39
Past year average comments per issue: 0.92
Past year average comments per pull request: 1.45
Past year merged pull request: 62
Past year bot issues: 8
Past year bot pull requests: 10
Top Issue Authors
- phofl (45)
- fjetter (39)
- jrbourbeau (37)
- crusaderky (34)
- github-actions[bot] (30)
- mrocklin (26)
- rjzamora (15)
- TomAugspurger (15)
- frbelotto (13)
- dcherian (13)
- gjoseph92 (12)
- apiqwe (11)
- hendrikmakait (11)
- MarcoGorelli (10)
- jakirkham (10)
Top Pull Request Authors
- phofl (494)
- fjetter (233)
- crusaderky (125)
- jrbourbeau (103)
- rjzamora (59)
- dependabot[bot] (59)
- hendrikmakait (58)
- milesgranger (44)
- TomAugspurger (41)
- mrocklin (24)
- charlesbluca (24)
- DimitriPapadopoulos (20)
- j-bennet (17)
- github-actions[bot] (15)
- graingert (13)
Top Issue Labels
- needs attention (316)
- needs triage (274)
- dataframe (191)
- array (137)
- bug (68)
- io (43)
- documentation (41)
- upstream (40)
- needs info (37)
- highlevelgraph (28)
- tests (28)
- dask-expr (26)
- discussion (25)
- parquet (24)
- enhancement (22)
- deprecation (18)
- good first issue (15)
- feature (12)
- core (10)
- delayed (9)
- convert-string (8)
- scheduler (8)
- gpu (7)
- p3 (4)
- config (3)
- bag (3)
- dependencies (3)
- regression (3)
- good second issue (2)
- community (2)
Top Pull Request Labels
- dataframe (174)
- needs attention (91)
- upstream (77)
- array (68)
- dependencies (58)
- io (54)
- documentation (48)
- bug (20)
- enhancement (9)
- needs review (9)
- github_actions (9)
- dispatch (8)
- needs triage (8)
- parquet (8)
- deprecation (7)
- tests (6)
- gpu (5)
- feature (4)
- dask-expr (3)
- bag (1)
- python (1)
- good first issue (1)
- regression (1)
- delayed (1)
- run-upstream (1)
- hygiene (1)
- almost done (1)
Package metadata
- Total packages: 20
-
Total downloads:
- conda: 39,252,210 total
- pypi: 24,851,340 last-month
- Total docker downloads: 456,876,498
- Total dependent packages: 1,293 (may contain duplicates)
- Total dependent repositories: 19,775 (may contain duplicates)
- Total versions: 896
- Total maintainers: 8
- Total advisories: 2
pypi.org: dask
Parallel PyData with Task Scheduling
- Homepage: https://github.com/dask/dask/
- Documentation: https://dask.readthedocs.io/
- Licenses: BSD-3-Clause
- Latest release: 2026.3.0 (published 2 months ago)
- Last Synced: 2026-05-23T09:07:05.437Z (8 days ago)
- Versions: 233
- Dependent Packages: 880
- Dependent Repositories: 13,853
- Downloads: 24,851,340 Last month
- Docker Downloads: 456,876,498
-
Rankings:
- Dependent packages count: 0.03%
- Dependent repos count: 0.073%
- Downloads: 0.094%
- Stargazers count: 0.167%
- Average: 0.282%
- Docker downloads count: 0.32%
- Forks count: 1.011%
- Maintainers (8)
- Advisories:
conda-forge.org: dask
Dask is a flexible parallel computing library for analytics.
- Homepage: https://dask.org/
- Licenses: BSD-3-Clause
- Latest release: 2022.11.0 (published over 3 years ago)
- Last Synced: 2026-04-01T16:23:36.368Z (about 2 months ago)
- Versions: 133
- Dependent Packages: 273
- Dependent Repositories: 2,283
- Downloads: 15,703,950 Total
-
Rankings:
- Dependent repos count: 0.19%
- Dependent packages count: 0.225%
- Average: 1.581%
- Stargazers count: 2.7%
- Forks count: 3.209%
conda-forge.org: dask-core
- Homepage: https://github.com/dask/dask/
- Licenses: BSD-3-Clause
- Latest release: 2022.11.0 (published over 3 years ago)
- Last Synced: 2026-04-01T16:21:15.993Z (about 2 months ago)
- Versions: 120
- Dependent Packages: 115
- Dependent Repositories: 678
- Downloads: 22,775,196 Total
-
Rankings:
- Dependent packages count: 0.674%
- Dependent repos count: 1.018%
- Average: 1.9%
- Stargazers count: 2.7%
- Forks count: 3.209%
proxy.golang.org: github.com/DASK/DASK
- Homepage:
- Documentation: https://pkg.go.dev/github.com/DASK/DASK#section-documentation
- Licenses:
- Latest release: v1.1.21 (published over 1 year ago)
- Last Synced: 2026-05-23T14:43:27.139Z (7 days ago)
- Versions: 50
- Dependent Packages: 0
- Dependent Repositories: 0
-
Rankings:
- Dependent packages count: 4.73%
- Average: 4.889%
- Dependent repos count: 5.048%
proxy.golang.org: github.com/dask/Dask
- Homepage:
- Documentation: https://pkg.go.dev/github.com/dask/Dask#section-documentation
- Licenses:
- Latest release: v1.1.21 (published over 1 year ago)
- Last Synced: 2026-05-15T08:43:25.376Z (16 days ago)
- Versions: 50
- Dependent Packages: 0
- Dependent Repositories: 0
-
Rankings:
- Dependent packages count: 4.743%
- Average: 4.902%
- Dependent repos count: 5.062%
anaconda.org: dask
Dask is a flexible parallel computing library for analytics.
- Homepage: https://www.dask.org
- Licenses: BSD-3-Clause
- Latest release: 2026.3.0 (published 2 months ago)
- Last Synced: 2026-03-31T12:03:42.467Z (2 months ago)
- Versions: 104
- Dependent Packages: 15
- Dependent Repositories: 2,283
- Downloads: 286,036 Total
-
Rankings:
- Dependent repos count: 1.15%
- Dependent packages count: 2.481%
- Average: 4.917%
- Stargazers count: 7.322%
- Forks count: 8.714%
anaconda.org: dask-core
Dask is a flexible parallel computing library for analytics.
- Homepage: https://github.com/dask/dask
- Licenses: BSD-3-Clause
- Latest release: 2026.3.0 (published 2 months ago)
- Last Synced: 2026-03-31T10:07:25.693Z (2 months ago)
- Versions: 106
- Dependent Packages: 10
- Dependent Repositories: 678
- Downloads: 487,028 Total
-
Rankings:
- Dependent packages count: 4.923%
- Dependent repos count: 6.04%
- Average: 6.712%
- Stargazers count: 7.309%
- Forks count: 8.577%
ubuntu-22.04: dask
- Homepage: https://github.com/dask/dask
- Licenses:
- Latest release: 2022.01.0+dfsg-1ubuntu1 (published 4 months ago)
- Last Synced: 2026-03-07T01:41:01.895Z (3 months ago)
- Versions: 1
- Dependent Packages: 0
- Dependent Repositories: 0
-
Rankings:
- Dependent repos count: 0.0%
- Dependent packages count: 0.0%
- Average: 100%
debian-12: dask
- Homepage: https://github.com/dask/dask
- Documentation: https://packages.debian.org/bookworm/dask
- Licenses:
- Latest release: 2022.12.1+dfsg-2 (published 4 months ago)
- Last Synced: 2026-03-12T19:15:51.776Z (3 months ago)
- Versions: 1
- Dependent Packages: 0
- Dependent Repositories: 0
-
Rankings:
- Dependent repos count: 0.0%
- Dependent packages count: 0.0%
- Average: 100%
ubuntu-23.10: dask
- Homepage: https://github.com/dask/dask
- Licenses:
- Latest release: 2023.8.0+dfsg-2 (published 4 months ago)
- Last Synced: 2026-03-10T00:22:42.437Z (3 months ago)
- Versions: 1
- Dependent Packages: 0
- Dependent Repositories: 0
-
Rankings:
- Dependent repos count: 0.0%
- Dependent packages count: 0.0%
- Average: 100%
guix: python-dask
Parallel computing with task scheduling
- Homepage: https://github.com/dask/dask/
- Documentation: https://git.savannah.gnu.org/cgit/guix.git/tree/gnu/packages/python-science.scm#n860
- Licenses: bsd-3
- Latest release: 2025.11.0 (published 3 months ago)
- Last Synced: 2026-04-27T16:41:39.425Z (about 1 month ago)
- Versions: 1
- Dependent Packages: 0
- Dependent Repositories: 0
-
Rankings:
- Dependent repos count: 0.0%
- Dependent packages count: 0.0%
- Average: 100%
ubuntu-23.04: dask
- Homepage: https://github.com/dask/dask
- Licenses:
- Latest release: 2022.12.1+dfsg-2 (published 4 months ago)
- Last Synced: 2026-03-12T05:09:47.970Z (3 months ago)
- Versions: 1
- Dependent Packages: 0
- Dependent Repositories: 0
-
Rankings:
- Dependent repos count: 0.0%
- Dependent packages count: 0.0%
- Average: 100%
ubuntu-24.04: dask
- Homepage: https://github.com/dask/dask
- Licenses:
- Latest release: 2023.12.1+dfsg-2 (published 4 months ago)
- Last Synced: 2026-03-05T13:09:32.823Z (3 months ago)
- Versions: 1
- Dependent Packages: 0
- Dependent Repositories: 0
-
Rankings:
- Dependent repos count: 0.0%
- Dependent packages count: 0.0%
- Average: 100%
ubuntu-24.10: dask
- Homepage: https://github.com/dask/dask
- Licenses:
- Latest release: 2024.5.2+dfsg-1 (published 4 months ago)
- Last Synced: 2026-03-08T10:43:57.374Z (3 months ago)
- Versions: 1
- Dependent Packages: 0
- Dependent Repositories: 0
-
Rankings:
- Dependent repos count: 0.0%
- Dependent packages count: 0.0%
- Average: 100%
ubuntu-20.04: dask
- Homepage: https://github.com/dask/dask
- Licenses:
- Latest release: 2.8.1+dfsg-0.4 (published 4 months ago)
- Last Synced: 2026-03-08T00:50:26.684Z (3 months ago)
- Versions: 1
- Dependent Packages: 0
- Dependent Repositories: 0
-
Rankings:
- Dependent repos count: 0.0%
- Dependent packages count: 0.0%
- Average: 100%
debian-13: dask
- Homepage: https://github.com/dask/dask
- Documentation: https://packages.debian.org/trixie/dask
- Licenses:
- Latest release: 2024.12.1+dfsg-2 (published 4 months ago)
- Last Synced: 2026-03-13T17:07:54.524Z (3 months ago)
- Versions: 1
- Dependent Packages: 0
- Dependent Repositories: 0
-
Rankings:
- Dependent repos count: 0.0%
- Dependent packages count: 0.0%
- Average: 100%
artifacthub.io: dask/dask
Distributed computation in Python with task scheduling
- Homepage: https://dask.org
- Documentation: https://artifacthub.io/packages/helm/dask/dask
- Licenses: Unknown
- Latest release: 2024.1.1 (published over 2 years ago)
- Last Synced: 2026-05-08T12:09:22.338Z (22 days ago)
- Versions: 88
- Dependent Packages: 0
- Dependent Repositories: 0
- Downloads: 0 Total
-
Rankings:
- Downloads: 0.0%
- Dependent repos count: 0.0%
- Dependent packages count: 0.0%
- Average: 100%
artifacthub.io: cloudnativeapp/dask
Distributed computation in Python with task scheduling
- Homepage: https://dask.pydata.org
- Documentation: https://artifacthub.io/packages/helm/cloudnativeapp/dask
- Licenses: Unknown
- Latest release: 2.2.1 (published about 5 years ago)
- Last Synced: 2026-05-08T12:08:58.699Z (22 days ago)
- Versions: 1
- Dependent Packages: 0
- Dependent Repositories: 0
- Downloads: 0 Total
-
Rankings:
- Downloads: 0.0%
- Dependent repos count: 0.0%
- Dependent packages count: 0.0%
- Average: 100%
debian-11: dask
- Homepage: https://github.com/dask/dask
- Documentation: https://packages.debian.org/bullseye/dask
- Licenses:
- Latest release: 2021.01.0+dfsg-1 (published 4 months ago)
- Last Synced: 2026-03-13T13:31:24.567Z (3 months ago)
- Versions: 1
- Dependent Packages: 0
- Dependent Repositories: 0
-
Rankings:
- Dependent repos count: 0.0%
- Dependent packages count: 0.0%
- Average: 100%
debian-10: dask
- Homepage: https://github.com/dask/dask
- Documentation: https://packages.debian.org/buster/dask
- Licenses:
- Latest release: 1.0.0+dfsg-2 (published 4 months ago)
- Last Synced: 2026-03-13T03:07:08.816Z (3 months ago)
- Versions: 1
- Dependent Packages: 0
- Dependent Repositories: 0
-
Rankings:
- Dependent repos count: 0.0%
- Dependent packages count: 0.0%
- Average: 100%
Dependencies
docs/requirements-docs.txt
pypi
- cloudpickle >=1.5.0
- dask-sphinx-theme >=3.0.0
- fsspec *
- ipython *
- jupyter_sphinx *
- numpydoc *
- pandas >=1.4.0
- pytest *
- pytest-check-links *
- requests-cache *
- scipy *
- sphinx >=4.0.0
- sphinx-click *
- sphinx-copybutton *
- sphinx-design *
- sphinx-remove-toctrees *
- sphinx-tabs *
- sphinx_autosummary_accessors *
- toolz *
.github/workflows/additional.yml
actions
- actions/checkout v3.3.0 composite
- conda-incubator/setup-miniconda v2.2.0 composite
.github/workflows/conda.yml
actions
- actions/checkout v3.3.0 composite
- conda-incubator/setup-miniconda v2.2.0 composite
.github/workflows/label-all.yml
actions
- andymckay/labeler 1.0.4 composite
.github/workflows/pre-commit.yml
actions
- actions/checkout v3.3.0 composite
- actions/setup-python v4 composite
- pre-commit/action v3.0.0 composite
.github/workflows/stale-bot.yaml
actions
- actions/stale v6 composite
.github/workflows/tests.yml
actions
- actions/checkout v3.3.0 composite
- actions/setup-java v3 composite
- actions/upload-artifact v3 composite
- codecov/codecov-action v3 composite
- conda-incubator/setup-miniconda v2.2.0 composite
.github/workflows/upstream.yml
actions
- actions/checkout v3.3.0 composite
- codecov/codecov-action v3 composite
- conda-incubator/setup-miniconda v2.2.0 composite
- xarray-contrib/ci-trigger v1 composite
- xarray-contrib/issue-from-pytest-log v1.2.5 composite
pyproject.toml
pypi
- click >= 8.0
- cloudpickle >= 1.5.0
- fsspec >= 2021.09.0
- importlib_metadata >= 4.13.0
- packaging >= 20.0
- partd >= 1.2.0
- pyyaml >= 5.3.1
- toolz >= 0.10.0
.github/workflows/test-report.yaml
actions
- JamesIves/github-pages-deploy-action v4.8.0 composite
- actions/cache v5 composite
- actions/checkout v6 composite
- conda-incubator/setup-miniconda v4.0.1 composite
.github/workflows/publish-test-results.yaml
actions
- EnricoMi/publish-unit-test-result-action v2 composite
.github/workflows/release-drafter.yml
actions
- actions/checkout v6 composite
- release-drafter/release-drafter v6 composite
.github/workflows/release-publish.yml
actions
- release-drafter/release-drafter v6 composite
continuous_integration/pixi-recipes/brotli/pyproject.toml
pypi