https://github.com/ibis-project/ibis
bigquery clickhouse database datafusion duckdb impala mssql mysql pandas polars postgresql pyarrow pyspark python snowflake sql sqlite trino
Score: 29.42109613417729
Last synced: 1 day ago
JSON representation
Repository metadata:
the portable Python dataframe library
- Host: GitHub
- URL: https://github.com/ibis-project/ibis
- Owner: ibis-project
- License: apache-2.0
- Created: 2015-04-17T20:43:46.000Z (over 11 years ago)
- Default Branch: main
- Last Pushed: 2026-10-29T04:34:17.000Z (5 days ago)
- Last Synced: 2026-10-29T05:44:34.958Z (5 days ago)
- Topics: bigquery, clickhouse, database, datafusion, duckdb, impala, mssql, mysql, pandas, polars, postgresql, pyarrow, pyspark, python, snowflake, sql, sqlite, trino
- Language: Python
- Homepage: https://ibis-project.org
- Size: 187 MB
- Stars: 6,684
- Watchers: 83
- Forks: 781
- Open Issues: 548
-
Metadata Files:
- Readme: README.md
- Contributing: docs/CONTRIBUTING.md
- License: LICENSE.txt
- Code of conduct: CODE_OF_CONDUCT.md
- Citation: CITATION.cff
- Security: SECURITY.md
Owner metadata:
- Name: Ibis Project
- Login: ibis-project
- Email:
- Kind: organization
- Description: Expressive analytics at any scale.
- Website: https://ibis-project.org
- Location:
- Twitter: IbisData
- Company:
- Icon url: https://avatars.githubusercontent.com/u/27442526?v=4
- Repositories: 24
- Last Synced at: 2026-11-01T12:37:59.083Z
- Profile URL: https://github.com/ibis-project
GitHub Events
Total
- Create event: 420
- Delete event: 361
- Discussion event: 4
- Fork event: 94
- Issue comment event: 1468
- Issues event: 476
- Pull request event: 1782
- Pull request review comment event: 496
- Pull request review event: 809
- Push event: 1475
- Release event: 9
- Watch event: 943
- Total: 8337
Last Year
- Create event: 53
- Delete event: 39
- Discussion event: 4
- Fork event: 15
- Issue comment event: 95
- Issues event: 60
- Pull request event: 222
- Pull request review comment event: 66
- Pull request review event: 76
- Push event: 336
- Watch event: 106
- Total: 1072
Committers metadata
Last synced: 2 days ago
Total Commits: 10,226
Total Committers: 249
Avg Commits per committer: 41.068
Development Distribution Score (DDS): 0.546
Commits in past year: 258
Committers in past year: 38
Avg Commits per committer in past year: 6.789
Development Distribution Score (DDS) in past year: 0.686
| Name | Commits | |
|---|---|---|
| Phillip Cloud | 4****d | 4640 |
| renovate[bot] | 2****] | 967 |
| ibis-squawk-bot[bot] | i****] | 692 |
| Krisztián Szűcs | s****n@g****m | 509 |
| Gil Forsyth | g****l@f****v | 391 |
| Wes McKinney | w****s@c****m | 387 |
| Jim Crist-Harif | j****f@g****m | 330 |
| Nick Crews | n****s@g****m | 234 |
| Marc Garcia | g****c@g****m | 200 |
| Deepyaman Datta | d****a@u****u | 193 |
| Krzysztof | k****3@w****l | 176 |
| Cody Peterson | 5****t | 100 |
| Tyler White | 5****k | 87 |
| Ivan Ogasawara | i****a@g****m | 75 |
| Daniel Mesejo | m****n@g****m | 67 |
| Renovate Bot | b****t@r****m | 65 |
| Naty Clementi | n****i@g****m | 64 |
| pre-commit-ci[bot] | 6****] | 54 |
| Uri Laserson | l****n@c****m | 51 |
| gerrymanoim | g****m@t****m | 42 |
| Li Jin | i****s@g****m | 39 |
| Chloe He | c****7@g****m | 37 |
| semantic-release-bot | s****t@m****t | 35 |
| Saul Pwanson | s****l@v****m | 35 |
| github-actions[bot] | 4****] | 34 |
| Timothy Dijamco | t****1@g****m | 33 |
| emilyreff7 | 5****7 | 31 |
| Tim Swast | s****t@g****m | 30 |
| anjakefala | a****a@v****m | 25 |
| Nicola Coretti | n****i@e****m | 16 |
| and 219 more... | ||
Issue and Pull Request metadata
Last synced: 2 days ago
Total issues: 1,289
Total pull requests: 5,131
Average time to close issues: 2 months
Average time to close pull requests: 5 days
Total issue authors: 361
Total pull request authors: 181
Average comments per issue: 2.24
Average comments per pull request: 1.19
Merged pull request: 3,966
Bot issues: 14
Bot pull requests: 1,342
Past year issues: 32
Past year pull requests: 163
Past year average time to close issues: 4 months
Past year average time to close pull requests: about 1 month
Past year issue authors: 27
Past year pull request authors: 56
Past year average comments per issue: 1.44
Past year average comments per pull request: 1.88
Past year merged pull request: 54
Past year bot issues: 2
Past year bot pull requests: 39
Top Issue Authors
- NickCrews (198)
- lostmygithubaccount (82)
- cpcloud (78)
- jcrist (44)
- ncclementi (43)
- gforsyth (36)
- kszucs (35)
- chloeh13q (25)
- ruiyang2015 (23)
- deepyaman (23)
- tswast (21)
- vspinu (17)
- MarcoGorelli (17)
- stereoF (13)
- Riezebos (12)
Top Pull Request Authors
- cpcloud (1,687)
- renovate[bot] (1,135)
- NickCrews (342)
- gforsyth (275)
- kszucs (245)
- jcrist (170)
- ibis-squawk-bot[bot] (167)
- deepyaman (146)
- lostmygithubaccount (126)
- IndexSeek (123)
- ncclementi (92)
- chloeh13q (61)
- mfatihaktas (46)
- mesejo (35)
- Nicoretti (31)
Top Issue Labels
- bug (502)
- feature (441)
- docs (129)
- duckdb (44)
- ux (32)
- refactor (25)
- geospatial (20)
- bigquery (19)
- new backend (19)
- pyspark (19)
- mssql (18)
- postgres (17)
- onboarding (16)
- ci (15)
- snowflake (14)
- dependencies (13)
- question (13)
- datatypes (12)
- roadmap (11)
- developer-tools (10)
- polars (9)
- chained joins (9)
- udf (9)
- flink (9)
- tes-required-for-release (9)
- trino (9)
- tests (9)
- timestamps (9)
- requires upstream support (9)
- clickhouse (8)
Top Pull Request Labels
- dependencies (1,710)
- tests (872)
- docs (620)
- ci (523)
- bug (422)
- nix (417)
- feature (337)
- sql (290)
- refactor (284)
- trino (283)
- duckdb (272)
- clickhouse (239)
- snowflake (225)
- bigquery (214)
- developer-tools (190)
- ux (166)
- polars (144)
- postgres (141)
- pyspark (127)
- flink (119)
- risingwave (100)
- mssql (96)
- datatypes (93)
- datafusion (90)
- performance (87)
- mysql (86)
- impala (79)
- oracle (77)
- breaking change (75)
- exasol (57)
Package metadata
- Total packages: 14
-
Total downloads:
- pypi: 3,309,497 last-month
- conda: 7,785 total
- Total docker downloads: 8,834
- Total dependent packages: 25 (may contain duplicates)
- Total dependent repositories: 137 (may contain duplicates)
- Total versions: 228
- Total maintainers: 9
- Total advisories: 1
nixpkgs-unstable: python313Packages.ibis-framework
Productivity-centric Python Big Data Framework
- Homepage: https://github.com/ibis-project/ibis
- Documentation: https://github.com/NixOS/nixpkgs/blob/nixos-unstable/pkgs/development/python-modules/ibis-framework/default.nix#L457
- Licenses: Apache-2.0
- Latest release: 12.0.0 (published 8 months ago)
- Last Synced: 2026-11-01T10:56:45.483Z (1 day ago)
- Versions: 2
- Dependent Packages: 0
- Dependent Repositories: 0
-
Rankings:
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- Dependent packages count: 0.0%
- Average: 0.682%
- Stargazers count: 1.14%
- Forks count: 1.587%
- Maintainers (2)
pypi.org: ibis-framework
The portable Python dataframe library
- Homepage: https://ibis-project.org
- Documentation: https://ibis-project.org
- Licenses: Apache-2.0
- Latest release: 12.0.0 (published 9 months ago)
- Last Synced: 2026-10-31T09:07:59.047Z (3 days ago)
- Versions: 180
- Dependent Packages: 25
- Dependent Repositories: 130
- Downloads: 3,309,457 Last month
- Docker Downloads: 8,834
-
Rankings:
- Dependent packages count: 0.642%
- Downloads: 0.966%
- Dependent repos count: 1.31%
- Stargazers count: 1.345%
- Average: 1.371%
- Docker downloads count: 1.443%
- Forks count: 2.519%
- Maintainers (5)
- Advisories:
proxy.golang.org: github.com/ibis-project/ibis
- Homepage:
- Documentation: https://pkg.go.dev/github.com/ibis-project/ibis#section-documentation
- Licenses: apache-2.0
- Latest release: v0.14.0 (published about 8 years ago)
- Last Synced: 2026-10-31T14:30:59.954Z (2 days ago)
- Versions: 22
- Dependent Packages: 0
- Dependent Repositories: 0
-
Rankings:
- Dependent packages count: 6.528%
- Average: 6.747%
- Dependent repos count: 6.966%
pypi.org: turntable-spoonbill
Productivity-centric Python Big Data Framework
- Homepage: https://ibis-project.org
- Documentation: https://ibis-project.org
- Licenses: Apache-2.0
- Latest release: 10.0.5 (published almost 2 years ago)
- Last Synced: 2026-10-31T14:30:57.911Z (2 days ago)
- Versions: 9
- Dependent Packages: 0
- Dependent Repositories: 0
- Downloads: 40 Last month
-
Rankings:
- Dependent packages count: 9.821%
- Average: 37.316%
- Dependent repos count: 64.81%
- Maintainers (1)
anaconda.org: ibis-framework
- Homepage: https://ibis-project.org
- Licenses: Apache-2.0
- Latest release: 12.0.0 (published 6 months ago)
- Last Synced: 2026-05-19T18:03:24.354Z (6 months ago)
- Versions: 5
- Dependent Packages: 0
- Dependent Repositories: 7
- Downloads: 7,785 Total
-
Rankings:
- Dependent repos count: 40.676%
- Average: 45.856%
- Dependent packages count: 51.036%
nixpkgs-unstable: python314Packages.ibis-framework
Productivity-centric Python Big Data Framework
- Homepage: https://github.com/ibis-project/ibis
- Documentation: https://github.com/NixOS/nixpkgs/blob/nixos-unstable/pkgs/development/python-modules/ibis-framework/default.nix#L457
- Licenses: Apache-2.0
- Latest release: 12.0.0 (published 8 months ago)
- Last Synced: 2026-11-01T11:31:54.780Z (1 day ago)
- Versions: 2
- Dependent Packages: 0
- Dependent Repositories: 0
-
Rankings:
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- Dependent packages count: 0.0%
- Average: 100%
- Maintainers (2)
nixpkgs-23.05: python310Packages.ibis-framework
Productivity-centric Python Big Data Framework
- Homepage: https://github.com/ibis-project/ibis
- Documentation: https://github.com/NixOS/nixpkgs/blob/nixos-23.05/pkgs/development/python-modules/ibis-framework/default.nix#L194
- Licenses: Apache-2.0
- Latest release: 5.1.0 (published 9 months ago)
- Last Synced: 2026-04-08T16:13:47.754Z (7 months ago)
- Versions: 1
- Dependent Packages: 0
- Dependent Repositories: 0
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Rankings:
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- Dependent packages count: 0.0%
- Average: 100%
- Maintainers (2)
nixpkgs-23.11: python311Packages.ibis-framework
Productivity-centric Python Big Data Framework
- Homepage: https://github.com/ibis-project/ibis
- Documentation: https://github.com/NixOS/nixpkgs/blob/nixos-23.11/pkgs/development/python-modules/ibis-framework/default.nix#L208
- Licenses: Apache-2.0
- Latest release: 6.1.0 (published 9 months ago)
- Last Synced: 2026-03-07T07:38:04.527Z (8 months ago)
- Versions: 1
- Dependent Packages: 0
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Rankings:
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nixpkgs-24.05: python312Packages.ibis-framework
Productivity-centric Python Big Data Framework
- Homepage: https://github.com/ibis-project/ibis
- Documentation: https://github.com/NixOS/nixpkgs/blob/nixos-24.05/pkgs/development/python-modules/ibis-framework/default.nix#L273
- Licenses: Apache-2.0
- Latest release: 9.0.0 (published 9 months ago)
- Last Synced: 2026-09-02T00:26:25.574Z (2 months ago)
- Versions: 1
- Dependent Packages: 0
- Dependent Repositories: 0
-
Rankings:
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- Dependent packages count: 0.0%
- Average: 100%
- Maintainers (1)
nixpkgs-23.11: python310Packages.ibis-framework
Productivity-centric Python Big Data Framework
- Homepage: https://github.com/ibis-project/ibis
- Documentation: https://github.com/NixOS/nixpkgs/blob/nixos-23.11/pkgs/development/python-modules/ibis-framework/default.nix#L208
- Licenses: Apache-2.0
- Latest release: 6.1.0 (published 9 months ago)
- Last Synced: 2026-03-07T06:38:55.223Z (8 months ago)
- Versions: 1
- Dependent Packages: 0
- Dependent Repositories: 0
-
Rankings:
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nixpkgs-24.11: python312Packages.ibis-framework
Productivity-centric Python Big Data Framework
- Homepage: https://github.com/ibis-project/ibis
- Documentation: https://github.com/NixOS/nixpkgs/blob/nixos-24.11/pkgs/development/python-modules/ibis-framework/default.nix#L317
- Licenses: Apache-2.0
- Latest release: 9.5.0 (published 9 months ago)
- Last Synced: 2026-04-10T02:01:46.903Z (7 months ago)
- Versions: 1
- Dependent Packages: 0
- Dependent Repositories: 0
-
Rankings:
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- Average: 100%
- Maintainers (1)
nixpkgs-24.11: python311Packages.ibis-framework
Productivity-centric Python Big Data Framework
- Homepage: https://github.com/ibis-project/ibis
- Documentation: https://github.com/NixOS/nixpkgs/blob/nixos-24.11/pkgs/development/python-modules/ibis-framework/default.nix#L317
- Licenses: Apache-2.0
- Latest release: 9.5.0 (published 9 months ago)
- Last Synced: 2026-03-08T04:26:20.445Z (8 months ago)
- Versions: 1
- Dependent Packages: 0
- Dependent Repositories: 0
-
Rankings:
- Dependent repos count: 0.0%
- Dependent packages count: 0.0%
- Average: 100%
- Maintainers (1)
nixpkgs-23.05: python311Packages.ibis-framework
Productivity-centric Python Big Data Framework
- Homepage: https://github.com/ibis-project/ibis
- Documentation: https://github.com/NixOS/nixpkgs/blob/nixos-23.05/pkgs/development/python-modules/ibis-framework/default.nix#L194
- Licenses: Apache-2.0
- Latest release: 5.1.0 (published 9 months ago)
- Last Synced: 2026-04-18T06:04:45.717Z (7 months ago)
- Versions: 1
- Dependent Packages: 0
- Dependent Repositories: 0
-
Rankings:
- Dependent repos count: 0.0%
- Dependent packages count: 0.0%
- Average: 100%
- Maintainers (2)
nixpkgs-24.05: python311Packages.ibis-framework
Productivity-centric Python Big Data Framework
- Homepage: https://github.com/ibis-project/ibis
- Documentation: https://github.com/NixOS/nixpkgs/blob/nixos-24.05/pkgs/development/python-modules/ibis-framework/default.nix#L273
- Licenses: Apache-2.0
- Latest release: 9.0.0 (published 9 months ago)
- Last Synced: 2026-03-09T02:08:55.615Z (8 months ago)
- Versions: 1
- Dependent Packages: 0
- Dependent Repositories: 0
-
Rankings:
- Dependent repos count: 0.0%
- Dependent packages count: 0.0%
- Average: 100%
- Maintainers (1)
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