https://github.com/rapidsai/cudf
arrow cpp cuda cudf dask data-analysis data-science dataframe gpu pandas pydata python rapids
Score: 28.523158094179966
Last synced: about 1 hour ago
JSON representation
Repository metadata:
cuDF - GPU DataFrame Library
- Host: GitHub
- URL: https://github.com/rapidsai/cudf
- Owner: rapidsai
- License: apache-2.0
- Created: 2017-05-07T03:43:37.000Z (about 9 years ago)
- Default Branch: main
- Last Pushed: 2026-05-26T02:41:28.000Z (4 days ago)
- Last Synced: 2026-05-26T04:28:39.495Z (4 days ago)
- Topics: arrow, cpp, cuda, cudf, dask, data-analysis, data-science, dataframe, gpu, pandas, pydata, python, rapids
- Language: C++
- Homepage: https://docs.rapids.ai/api/cudf/stable/
- Size: 197 MB
- Stars: 9,642
- Watchers: 153
- Forks: 1,061
- Open Issues: 1,267
-
Metadata Files:
- Readme: README.md
- Changelog: CHANGELOG.md
- Contributing: CONTRIBUTING.md
- License: LICENSE
- Codeowners: .github/CODEOWNERS
Owner metadata:
- Name: RAPIDS
- Login: rapidsai
- Email:
- Kind: organization
- Description: Open GPU Data Science
- Website: https://rapids.ai
- Location:
- Twitter: RAPIDSai
- Company:
- Icon url: https://avatars.githubusercontent.com/u/43887749?v=4
- Repositories: 122
- Last Synced at: 2024-04-15T04:58:14.907Z
- Profile URL: https://github.com/rapidsai
Committers metadata
Last synced: 3 days ago
Total Commits: 32,040
Total Committers: 317
Avg Commits per committer: 101.073
Development Distribution Score (DDS): 0.921
Commits in past year: 2,317
Committers in past year: 72
Avg Commits per committer in past year: 32.181
Development Distribution Score (DDS) in past year: 0.83
| Name | Commits | |
|---|---|---|
| galipremsagar | s****5@g****m | 2516 |
| David Wendt | d****t@n****m | 2425 |
| Ashwin Srinath | s****a | 1866 |
| Jake Hemstad | j****d@n****m | 1747 |
| Vukasin Milovanovic | v****c@n****m | 1047 |
| Ram (Ramakrishna Prabhu) | r****p@n****m | 1004 |
| Matthew Roeschke | 1****e | 955 |
| brandon-b-miller | b****r@n****m | 942 |
| Keith Kraus | k****s@n****m | 875 |
| Mark Harris | m****s@n****m | 860 |
| Devavret Makkar | d****r@n****m | 843 |
| Karthikeyan Natarajan | k****n | 832 |
| Vyas Ramasubramani | v****r@n****m | 790 |
| rjzamora | r****7@g****m | 653 |
| Olivier Lapicque | o****e@n****m | 599 |
| ptaylor | p****r@m****m | 595 |
| Conor Hoekstra | c****t@o****m | 572 |
| Bradley Dice | b****e@b****m | 533 |
| Siu Kwan Lam | m****k@g****m | 468 |
| Matthew Murray | 4****1 | 428 |
| Christopher Harris | c****s@n****m | 407 |
| H. Thomson Comer | t****m@g****m | 398 |
| Trevor Smith | t****7@g****m | 376 |
| Nick Becker | n****0@g****m | 345 |
| Jeremy Dyer | j****4@g****m | 340 |
| Dave Baranec | d****c@n****m | 330 |
| Jaime Ieong | j****g@n****m | 328 |
| Mike Wendt | m****t@m****m | 315 |
| Robert (Bobby) Evans | b****y@a****g | 305 |
| Andrei Schaffer | a****r@n****m | 274 |
| and 287 more... | ||
Issue and Pull Request metadata
Last synced: 2 days ago
Total issues: 1,804
Total pull requests: 6,603
Average time to close issues: 9 months
Average time to close pull requests: 19 days
Total issue authors: 333
Total pull request authors: 161
Average comments per issue: 2.23
Average comments per pull request: 2.55
Merged pull request: 4,437
Bot issues: 3
Bot pull requests: 462
Past year issues: 255
Past year pull requests: 983
Past year average time to close issues: 13 days
Past year average time to close pull requests: 6 days
Past year issue authors: 61
Past year pull request authors: 62
Past year average comments per issue: 1.06
Past year average comments per pull request: 2.32
Past year merged pull request: 512
Past year bot issues: 2
Past year bot pull requests: 48
Top Issue Authors
- vyasr (152)
- galipremsagar (105)
- wence- (99)
- GregoryKimball (94)
- Matt711 (80)
- mroeschke (66)
- ttnghia (64)
- beckernick (47)
- revans2 (44)
- brandon-b-miller (43)
- rjzamora (41)
- MarcoGorelli (40)
- bdice (35)
- shwina (31)
- TomAugspurger (31)
Top Pull Request Authors
- mroeschke (962)
- davidwendt (589)
- Matt711 (475)
- rapids-bot[bot] (458)
- vyasr (375)
- galipremsagar (351)
- bdice (307)
- vuule (255)
- wence- (243)
- rjzamora (219)
- PointKernel (170)
- mhaseeb123 (167)
- brandon-b-miller (138)
- shrshi (128)
- ttnghia (100)
Top Issue Labels
- feature request (802)
- bug (733)
- libcudf (406)
- Python (258)
- cuIO (204)
- cuDF (Python) (166)
- 0 - Backlog (151)
- question (87)
- Performance (81)
- cudf.pandas (81)
- ? - Needs Triage (78)
- cudf.polars (69)
- improvement (65)
- Spark (60)
- helps: Spark (59)
- doc (53)
- good first issue (42)
- pylibcudf (35)
- non-breaking (32)
- 2 - In Progress (30)
- CMake (29)
- cudf-polars (28)
- dask (26)
- tests (21)
- proposal (19)
- 1 - On Deck (16)
- strings (15)
- Needs Triage (15)
- Java (15)
- cuDF (Java) (15)
Top Pull Request Labels
- non-breaking (5,169)
- improvement (3,179)
- libcudf (2,353)
- Python (2,255)
- bug (1,267)
- 3 - Ready for Review (1,080)
- CMake (1,042)
- feature request (881)
- cuDF (Python) (713)
- pylibcudf (591)
- 5 - Ready to Merge (550)
- cudf.polars (537)
- cuIO (338)
- cudf.pandas (324)
- breaking (308)
- 2 - In Progress (241)
- Java (234)
- strings (175)
- doc (168)
- ci (164)
- Performance (162)
- cudf-polars (151)
- conda (125)
- Spark (115)
- cuDF (Java) (109)
- DO NOT MERGE (73)
- 5 - DO NOT MERGE (73)
- tests (64)
- dask (61)
- 4 - Needs Review (58)
Package metadata
- Total packages: 17
-
Total downloads:
- pypi: 663,902 last-month
- Total docker downloads: 41,669
- Total dependent packages: 47 (may contain duplicates)
- Total dependent repositories: 38 (may contain duplicates)
- Total versions: 287
- Total maintainers: 2
repo1.maven.org: ai.rapids:cudf
This project provides java bindings for cudf, to be able to process large amounts of data on a GPU. This is still a work in progress so some APIs may change until the 1.0 release.
- Homepage: http://ai.rapids
- Documentation: https://appdoc.app/artifact/ai.rapids/cudf/
- Licenses: Apache License, Version 2.0
- Latest release: 25.12.0 (published 6 months ago)
- Last Synced: 2026-05-26T20:02:56.824Z (3 days ago)
- Versions: 48
- Dependent Packages: 17
- Dependent Repositories: 32
- Docker Downloads: 41,381
-
Rankings:
- Stargazers count: 3.566%
- Dependent packages count: 3.938%
- Dependent repos count: 4.071%
- Average: 4.805%
- Docker downloads count: 6.164%
- Forks count: 6.285%
pypi.org: cudf-cu11
cuDF - GPU Dataframe
- Homepage: https://github.com/rapidsai/cudf
- Documentation: https://docs.rapids.ai/api/cudf/stable/
- Licenses: Apache-2.0
- Latest release: 25.6.0 (published 12 months ago)
- Last Synced: 2026-05-26T20:02:54.190Z (3 days ago)
- Versions: 31
- Dependent Packages: 11
- Dependent Repositories: 2
- Downloads: 3,302 Last month
- Docker Downloads: 144
-
Rankings:
- Dependent packages count: 2.372%
- Downloads: 3.03%
- Docker downloads count: 4.337%
- Average: 5.316%
- Dependent repos count: 11.524%
- Maintainers (2)
pypi.org: dask-cudf-cu11
Utilities for Dask and cuDF interactions
- Homepage: https://github.com/rapidsai/cudf
- Documentation: https://dask-cudf-cu11.readthedocs.io/
- Licenses: Apache-2.0
- Latest release: 25.6.0 (published 12 months ago)
- Last Synced: 2026-05-26T20:03:25.828Z (3 days ago)
- Versions: 29
- Dependent Packages: 4
- Dependent Repositories: 2
- Downloads: 675 Last month
- Docker Downloads: 144
-
Rankings:
- Dependent packages count: 3.165%
- Docker downloads count: 4.311%
- Average: 7.575%
- Downloads: 11.291%
- Dependent repos count: 11.532%
- Maintainers (1)
proxy.golang.org: github.com/rapidsai/cudf
- Homepage:
- Documentation: https://pkg.go.dev/github.com/rapidsai/cudf#section-documentation
- Licenses: apache-2.0
- Latest release: v0.19.2 (published about 5 years ago)
- Last Synced: 2026-05-26T20:03:09.475Z (3 days ago)
- Versions: 26
- Dependent Packages: 0
- Dependent Repositories: 0
-
Rankings:
- Dependent packages count: 6.999%
- Average: 8.173%
- Dependent repos count: 9.346%
pypi.org: cudf-cu12
cuDF - GPU Dataframe
- Homepage: https://github.com/rapidsai/cudf
- Documentation: https://docs.rapids.ai/api/cudf/stable/
- Licenses: apache-2.0
- Latest release: 26.4.0 (published about 2 months ago)
- Last Synced: 2026-05-26T20:03:28.526Z (3 days ago)
- Versions: 32
- Dependent Packages: 12
- Dependent Repositories: 1
- Downloads: 179,967 Last month
-
Rankings:
- Dependent packages count: 3.173%
- Downloads: 3.795%
- Average: 9.501%
- Dependent repos count: 21.535%
- Maintainers (1)
pypi.org: dask-cudf-cu12
Utilities for Dask and cuDF interactions
- Homepage: https://github.com/rapidsai/cudf
- Documentation: https://dask-cudf-cu12.readthedocs.io/
- Licenses: apache-2.0
- Latest release: 26.4.0 (published about 2 months ago)
- Last Synced: 2026-05-26T20:03:29.312Z (3 days ago)
- Versions: 30
- Dependent Packages: 3
- Dependent Repositories: 1
- Downloads: 84,416 Last month
-
Rankings:
- Dependent packages count: 10.109%
- Downloads: 13.135%
- Average: 14.934%
- Dependent repos count: 21.559%
- Maintainers (1)
pypi.org: pylibcudf-cu13
pylibcudf - Python bindings for libcudf
- Homepage: https://github.com/rapidsai/cudf
- Documentation: https://docs.rapids.ai/api/cudf/stable/
- Licenses: apache-2.0
- Latest release: 26.4.0 (published about 2 months ago)
- Last Synced: 2026-05-26T20:03:14.137Z (3 days ago)
- Versions: 6
- Dependent Packages: 0
- Dependent Repositories: 0
- Downloads: 11,520 Last month
-
Rankings:
- Dependent packages count: 9.332%
- Average: 30.949%
- Dependent repos count: 52.566%
- Maintainers (1)
pypi.org: libcudf-cu13
cuDF - GPU Dataframe (C++)
- Homepage: https://github.com/rapidsai/cudf
- Documentation: https://libcudf-cu13.readthedocs.io/
- Licenses: apache-2.0
- Latest release: 26.4.0 (published about 2 months ago)
- Last Synced: 2026-05-26T20:03:21.023Z (3 days ago)
- Versions: 6
- Dependent Packages: 0
- Dependent Repositories: 0
- Downloads: 13,624 Last month
-
Rankings:
- Dependent packages count: 9.332%
- Average: 30.949%
- Dependent repos count: 52.566%
- Maintainers (1)
pypi.org: cudf-cu13
cuDF - GPU Dataframe
- Homepage: https://github.com/rapidsai/cudf
- Documentation: https://docs.rapids.ai/api/cudf/stable/
- Licenses: apache-2.0
- Latest release: 26.4.0 (published about 2 months ago)
- Last Synced: 2026-05-26T20:03:29.955Z (3 days ago)
- Versions: 6
- Dependent Packages: 0
- Dependent Repositories: 0
- Downloads: 10,154 Last month
-
Rankings:
- Dependent packages count: 9.338%
- Average: 30.969%
- Dependent repos count: 52.6%
- Maintainers (1)
pypi.org: cudf-polars-cu13
Executor for polars using cudf
- Homepage: https://github.com/rapidsai/cudf
- Documentation: https://cudf-polars-cu13.readthedocs.io/
- Licenses: apache-2.0
- Latest release: 26.4.0 (published about 2 months ago)
- Last Synced: 2026-05-26T20:03:28.016Z (3 days ago)
- Versions: 6
- Dependent Packages: 0
- Dependent Repositories: 0
- Downloads: 559 Last month
-
Rankings:
- Dependent packages count: 9.338%
- Average: 30.969%
- Dependent repos count: 52.6%
- Maintainers (1)
pypi.org: dask-cudf-cu13
Utilities for Dask and cuDF interactions
- Homepage: https://github.com/rapidsai/cudf
- Documentation: https://dask-cudf-cu13.readthedocs.io/
- Licenses: apache-2.0
- Latest release: 26.4.0 (published about 2 months ago)
- Last Synced: 2026-05-26T20:03:20.409Z (3 days ago)
- Versions: 6
- Dependent Packages: 0
- Dependent Repositories: 0
- Downloads: 1,764 Last month
-
Rankings:
- Dependent packages count: 9.338%
- Average: 30.969%
- Dependent repos count: 52.6%
- Maintainers (1)
pypi.org: pylibcudf-cu12
pylibcudf - Python bindings for libcudf
- Homepage: https://github.com/rapidsai/cudf
- Documentation: https://docs.rapids.ai/api/cudf/stable/
- Licenses: apache-2.0
- Latest release: 26.4.0 (published about 2 months ago)
- Last Synced: 2026-05-26T20:03:23.398Z (3 days ago)
- Versions: 13
- Dependent Packages: 0
- Dependent Repositories: 0
- Downloads: 198,162 Last month
-
Rankings:
- Dependent packages count: 10.261%
- Average: 34.008%
- Dependent repos count: 57.755%
- Maintainers (1)
pypi.org: libcudf-cu11
cuDF - GPU Dataframe (C++)
- Homepage: https://github.com/rapidsai/cudf
- Documentation: https://libcudf-cu11.readthedocs.io/
- Licenses: Apache-2.0
- Latest release: 25.6.0 (published 12 months ago)
- Last Synced: 2026-05-26T20:03:27.513Z (3 days ago)
- Versions: 7
- Dependent Packages: 0
- Dependent Repositories: 0
- Downloads: 1,760 Last month
-
Rankings:
- Dependent packages count: 10.261%
- Average: 34.008%
- Dependent repos count: 57.755%
- Maintainers (2)
pypi.org: pylibcudf-cu11
pylibcudf - Python bindings for libcudf
- Homepage: https://github.com/rapidsai/cudf
- Documentation: https://docs.rapids.ai/api/cudf/stable/
- Licenses: Apache-2.0
- Latest release: 25.6.0 (published 12 months ago)
- Last Synced: 2026-05-26T20:03:27.888Z (3 days ago)
- Versions: 7
- Dependent Packages: 0
- Dependent Repositories: 0
- Downloads: 1,823 Last month
-
Rankings:
- Dependent packages count: 10.261%
- Average: 34.008%
- Dependent repos count: 57.755%
- Maintainers (2)
pypi.org: libcudf-cu12
cuDF - GPU Dataframe (C++)
- Homepage: https://github.com/rapidsai/cudf
- Documentation: https://libcudf-cu12.readthedocs.io/
- Licenses: Apache-2.0
- Latest release: 25.12.0 (published 6 months ago)
- Last Synced: 2026-04-01T10:07:38.507Z (about 2 months ago)
- Versions: 10
- Dependent Packages: 0
- Dependent Repositories: 0
- Downloads: 140,203 Last month
-
Rankings:
- Dependent packages count: 10.261%
- Average: 34.008%
- Dependent repos count: 57.755%
- Maintainers (2)
pypi.org: cudf-polars-cu12
Executor for polars using cudf
- Homepage: https://github.com/rapidsai/cudf
- Documentation: https://cudf-polars-cu12.readthedocs.io/
- Licenses: apache-2.0
- Latest release: 26.4.0 (published about 2 months ago)
- Last Synced: 2026-05-26T20:02:47.046Z (3 days ago)
- Versions: 15
- Dependent Packages: 0
- Dependent Repositories: 0
- Downloads: 15,926 Last month
-
Rankings:
- Dependent packages count: 10.663%
- Average: 35.355%
- Dependent repos count: 60.047%
- Maintainers (1)
pypi.org: cudf-polars-cu11
Executor for polars using cudf
- Homepage: https://github.com/rapidsai/cudf
- Documentation: https://cudf-polars-cu11.readthedocs.io/
- Licenses: Apache-2.0
- Latest release: 25.6.0 (published 12 months ago)
- Last Synced: 2026-05-26T20:02:38.433Z (3 days ago)
- Versions: 9
- Dependent Packages: 0
- Dependent Repositories: 0
- Downloads: 47 Last month
-
Rankings:
- Dependent packages count: 10.663%
- Average: 35.355%
- Dependent repos count: 60.047%
- Maintainers (2)
Dependencies
- actions/checkout v4 composite
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- actions/github-script v7 composite
- ${BASE} latest build
- ${PYTHON_PACKAGE_MANAGER}-base latest build
- actions/checkout v4 composite
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- cuda-python >=13.0.1,<14.0
- libcudf ==26.4.*,>=0.0.0a0
- nvtx >=0.2.1
- packaging *
- rmm ==26.4.*,>=0.0.0a0
- typing-extensions >=4.0.0
- nvidia-ml-py >=12
- packaging *
- polars >=1.30,<1.36
- pylibcudf ==26.4.*,>=0.0.0a0
- typing-extensions python_version < '3.11'
- libkvikio ==26.4.*,>=0.0.0a0
- librmm ==26.4.*,>=0.0.0a0
- nvidia-libnvcomp ==5.1.0.21
- rapids-logger ==0.2.*,>=0.0.0a0
- actions/labeler main composite
- org.slf4j:slf4j-api 1.7.30 compile
- org.apache.arrow:arrow-vector 0.15.1 test
- org.apache.hadoop:hadoop-common 3.2.4 test
- org.apache.parquet:parquet-avro 1.10.0 test
- org.junit.jupiter:junit-jupiter-api 5.4.2 test
- org.junit.jupiter:junit-jupiter-params 5.4.2 test
- org.mockito:mockito-core 2.25.0 test
- org.slf4j:slf4j-simple 1.7.30 test
- cachetools *
- cubinlinker *
- cuda-python >=11.7.1,<12.0a0
- cupy-cuda11x >=12.0.0
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- cudf_kafka ==23.10.*
- streamz *
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