https://github.com/dask/dask

dask numpy pandas pydata python scikit-learn scipy

Score: 36.171823513677126

Last synced: about 9 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: 2026-08-17T14:33:18.000Z (8 days ago)
Last Synced: 2026-08-24T15:35:19.395Z (1 day ago)
Topics: dask, numpy, pandas, pydata, python, scikit-learn, scipy
Language: Python
Homepage: https://dask.org
Size: 131 MB
Stars: 13,895
Watchers: 201
Forks: 1,933
Open Issues: 1,312
Metadata Files:
- Readme: README.rst
- Contributing: .github/CONTRIBUTING.md
- License: LICENSE.txt
- Agents: AGENTS.md
- Claude: CLAUDE.md
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

GitHub Events

Total

Create event: 42
Delete event: 25
Fork event: 129
Issue comment event: 1412
Issues event: 482
Member event: 2
Pull request event: 732
Pull request review comment event: 451
Pull request review event: 709
Push event: 611
Release event: 11
Watch event: 1062
Total: 5668

Last Year

Create event: 17
Delete event: 12
Fork event: 30
Issue comment event: 253
Issues event: 148
Member event: 1
Pull request event: 133
Pull request review comment event: 77
Pull request review event: 118
Push event: 106
Release event: 1
Watch event: 231
Total: 1127

Committers metadata

Last synced: 5 days ago

Total Commits: 9,074
Total Committers: 641
Avg Commits per committer: 14.156
Development Distribution Score (DDS): 0.726

Commits in past year: 247
Committers in past year: 47
Avg Commits per committer in past year: 5.255
Development Distribution Score (DDS) in past year: 0.615

Name	Email	Commits
Matthew Rocklin	m**n@g**m	2489
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
crusaderky	c**y@g**m	244
jakirkham	j**m@g**m	228
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
dependabot[bot]	4****]	78
Phillip Cloud	c**d@g**m	74
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 611 more...

Issue and Pull Request metadata

Last synced: 1 day ago

Total issues: 1,069
Total pull requests: 1,790
Average time to close issues: 5 months
Average time to close pull requests: 30 days
Total issue authors: 499
Total pull request authors: 230
Average comments per issue: 3.39
Average comments per pull request: 1.8
Merged pull request: 1,234
Bot issues: 35
Bot pull requests: 87

Past year issues: 65
Past year pull requests: 197
Past year average time to close issues: about 1 month
Past year average time to close pull requests: 10 days
Past year issue authors: 37
Past year pull request authors: 86
Past year average comments per issue: 1.51
Past year average comments per pull request: 1.53
Past year merged pull request: 85
Past year bot issues: 8
Past year bot pull requests: 20

More stats: https://issues.ecosyste.ms/repositories/lookup?url=https://github.com/dask/dask

Top Issue Authors

phofl (44)
fjetter (39)
crusaderky (39)
jrbourbeau (38)
github-actions[bot] (34)
mrocklin (27)
TomAugspurger (16)
rjzamora (15)
frbelotto (13)
dcherian (13)
gjoseph92 (12)
hendrikmakait (11)
apiqwe (11)
jakirkham (10)
dbalabka (10)

Top Pull Request Authors

phofl (494)
fjetter (233)
crusaderky (162)
jrbourbeau (103)
dependabot[bot] (72)
rjzamora (59)
hendrikmakait (58)
milesgranger (44)
TomAugspurger (41)
mrocklin (30)
charlesbluca (24)
DimitriPapadopoulos (20)
j-bennet (17)
github-actions[bot] (15)
dcherian (13)

Top Issue Labels

needs attention (328)
needs triage (306)
dataframe (201)
array (138)
bug (76)
upstream (45)
io (44)
documentation (44)
needs info (39)
tests (30)
highlevelgraph (28)
dask-expr (26)
discussion (26)
parquet (24)
enhancement (22)
good first issue (21)
deprecation (18)
feature (12)
core (10)
delayed (9)
convert-string (8)
scheduler (8)
gpu (7)
regression (4)
p3 (4)
bag (3)
config (3)
community (3)
p2 (3)
dependencies (3)

Top Pull Request Labels

dataframe (179)
needs attention (118)
upstream (80)
dependencies (71)
array (69)
io (54)
documentation (49)
github_actions (22)
bug (20)
tests (15)
enhancement (9)
needs review (9)
needs triage (8)
dispatch (8)
parquet (8)
deprecation (7)
gpu (5)
feature (4)
dask-expr (3)
run-upstream (1)
test-report (1)
almost done (1)
good first issue (1)
regression (1)
bag (1)
python (1)
community (1)
p3 (1)
hygiene (1)
delayed (1)

Package metadata

Total packages: 24
Total downloads:
- pypi: 29,027,861 last-month
- conda: 39,269,192 total
Total docker downloads: 456,876,498
Total dependent packages: 1,293 (may contain duplicates)
Total dependent repositories: 19,775 (may contain duplicates)
Total versions: 1,161
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: 2026.7.1 (published about 1 month ago)
Last Synced: 2026-08-24T15:34:51.686Z (1 day ago)
Versions: 238
Dependent Packages: 880
Dependent Repositories: 13,853
Downloads: 29,027,861 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)
- jcrist
- tomaugspurger
- mrocklin
- jakirkham
- jrbourbeau
- jsignell
- jacob.tomlinson
- fjetter
Advisories:
- Withdrawn Advisory: Dask Vulnerable to Command Injection
- Duplicate Advisory: Remote code execution in dask

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 almost 4 years ago)
Last Synced: 2026-04-01T16:23:36.368Z (5 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 almost 4 years ago)
Last Synced: 2026-04-01T16:21:15.993Z (5 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: bsd-3-clause
Latest release: v1.1.21 (published over 1 year ago)
Last Synced: 2026-08-24T15:37:41.639Z (1 day ago)
Versions: 71
Dependent Packages: 0
Dependent Repositories: 0
Rankings:
- Dependent packages count: 4.718%
- Average: 4.877%
- Dependent repos count: 5.035%

proxy.golang.org: github.com/Dask/dask

Homepage:
Documentation: https://pkg.go.dev/github.com/Dask/dask#section-documentation
Licenses: bsd-3-clause
Latest release: v1.1.21 (published over 1 year ago)
Last Synced: 2026-08-24T15:35:37.446Z (1 day ago)
Versions: 71
Dependent Packages: 0
Dependent Repositories: 0
Rankings:
- Dependent packages count: 4.718%
- Average: 4.877%
- Dependent repos count: 5.035%

proxy.golang.org: github.com/DASK/dask

Homepage:
Documentation: https://pkg.go.dev/github.com/DASK/dask#section-documentation
Licenses: bsd-3-clause
Latest release: v1.1.21 (published over 1 year ago)
Last Synced: 2026-08-24T15:35:08.764Z (1 day ago)
Versions: 71
Dependent Packages: 0
Dependent Repositories: 0
Rankings:
- Dependent packages count: 4.721%
- Average: 4.88%
- Dependent repos count: 5.039%

proxy.golang.org: github.com/DASK/DASK

Homepage:
Documentation: https://pkg.go.dev/github.com/DASK/DASK#section-documentation
Licenses: bsd-3-clause
Latest release: v1.1.21 (published over 1 year ago)
Last Synced: 2026-08-24T15:34:24.484Z (1 day ago)
Versions: 71
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: bsd-3-clause
Latest release: v1.1.21 (published over 1 year ago)
Last Synced: 2026-08-24T15:37:05.661Z (1 day ago)
Versions: 71
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: 2026.7.1 (published about 1 month ago)
Last Synced: 2026-07-16T11:18:57.079Z (about 1 month ago)
Versions: 106
Dependent Packages: 15
Dependent Repositories: 2,283
Downloads: 295,124 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: 2026.7.1 (published about 1 month ago)
Last Synced: 2026-07-15T07:19:19.325Z (about 1 month ago)
Versions: 108
Dependent Packages: 10
Dependent Repositories: 678
Downloads: 494,922 Total
Rankings:
- Dependent packages count: 4.923%
- Dependent repos count: 6.04%
- Average: 6.712%
- Stargazers count: 7.309%
- Forks count: 8.577%

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 over 5 years ago)
Last Synced: 2026-08-24T15:34:39.134Z (1 day 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%

ubuntu-23.10: dask

Homepage: https://github.com/dask/dask
Licenses: bsd-3-clause
Latest release: 2023.8.0+dfsg-2 (published 7 months ago)
Last Synced: 2026-03-10T00:22:42.437Z (6 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: bsd-3-clause
Latest release: 2024.5.2+dfsg-1 (published 7 months ago)
Last Synced: 2026-03-08T10:43:57.374Z (6 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-minimal

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#n1055
Licenses: bsd-3
Latest release: 2025.11.0 (published about 1 month ago)
Last Synced: 2026-07-15T08:37:49.115Z (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%

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 6 months ago)
Last Synced: 2026-04-27T16:41:39.425Z (4 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: bsd-3-clause
Latest release: 1.0.0+dfsg-2 (published 7 months ago)
Last Synced: 2026-03-13T03:07:08.816Z (6 months ago)
Versions: 1
Dependent Packages: 0
Dependent Repositories: 0
Rankings:
- Dependent repos count: 0.0%
- Dependent packages count: 0.0%
- Average: 100%

ubuntu-22.04: dask

Homepage: https://github.com/dask/dask
Licenses: bsd-3-clause
Latest release: 2022.01.0+dfsg-1ubuntu1 (published 7 months ago)
Last Synced: 2026-03-07T01:41:01.895Z (6 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: bsd-3-clause
Latest release: 2024.12.1+dfsg-2 (published 6 months ago)
Last Synced: 2026-03-13T17:07:54.524Z (6 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: 2026-08-24T15:34:24.048Z (1 day 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%

ubuntu-24.04: dask

Homepage: https://github.com/dask/dask
Licenses: bsd-3-clause
Latest release: 2023.12.1+dfsg-2 (published 7 months ago)
Last Synced: 2026-08-04T15:11:47.007Z (21 days 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: bsd-3-clause
Latest release: 2022.12.1+dfsg-2 (published 6 months ago)
Last Synced: 2026-03-12T19:15:51.776Z (6 months ago)
Versions: 1
Dependent Packages: 0
Dependent Repositories: 0
Rankings:
- Dependent repos count: 0.0%
- Dependent packages count: 0.0%
- Average: 100%

ubuntu-23.04: dask

Homepage: https://github.com/dask/dask
Licenses: bsd-3-clause
Latest release: 2022.12.1+dfsg-2 (published 7 months ago)
Last Synced: 2026-03-12T05:09:47.970Z (6 months ago)
Versions: 1
Dependent Packages: 0
Dependent Repositories: 0
Rankings:
- 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: bsd-3-clause
Latest release: 2021.01.0+dfsg-1 (published 7 months ago)
Last Synced: 2026-03-13T13:31:24.567Z (6 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: bsd-3-clause
Latest release: 2.8.1+dfsg-0.4 (published 7 months ago)
Last Synced: 2026-03-08T00:50:26.684Z (6 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