https://github.com/sfu-db/connector-x
cpp database dataframe python rust sql
Score: 26.804922454334275
Last synced: about 2 hours ago
JSON representation
Repository metadata:
Fastest library to load data from DB to DataFrames in Rust and Python
- Host: GitHub
- URL: https://github.com/sfu-db/connector-x
- Owner: sfu-db
- License: mit
- Created: 2021-01-13T22:21:03.000Z (almost 6 years ago)
- Default Branch: main
- Last Pushed: 2026-10-26T06:19:39.000Z (8 days ago)
- Last Synced: 2026-10-28T19:08:19.585Z (6 days ago)
- Topics: cpp, database, dataframe, python, rust, sql
- Language: Rust
- Homepage: https://sfu-db.github.io/connector-x
- Size: 254 MB
- Stars: 2,661
- Watchers: 34
- Forks: 230
- Open Issues: 164
-
Metadata Files:
- Readme: README.md
- Contributing: CONTRIBUTING.md
- License: LICENSE
Owner metadata:
- Name: SFU Database Group
- Login: sfu-db
- Email:
- Kind: organization
- Description:
- Website:
- Location:
- Twitter:
- Company:
- Icon url: https://avatars.githubusercontent.com/u/18023593?v=4
- Repositories: 42
- Last Synced at: 2026-10-30T12:33:03.764Z
- Profile URL: https://github.com/sfu-db
GitHub Events
Total
- Create event: 67
- Delete event: 90
- Fork event: 35
- Issue comment event: 271
- Issues event: 82
- Member event: 7
- Pull request event: 172
- Pull request review comment event: 26
- Pull request review event: 31
- Push event: 228
- Release event: 6
- Watch event: 459
- Total: 1474
Last Year
- Create event: 8
- Delete event: 11
- Fork event: 3
- Issue comment event: 22
- Issues event: 11
- Member event: 2
- Pull request event: 26
- Pull request review event: 1
- Push event: 52
- Release event: 1
- Watch event: 45
- Total: 182
Committers metadata
Last synced: 1 day ago
Total Commits: 1,768
Total Committers: 87
Avg Commits per committer: 20.322
Development Distribution Score (DDS): 0.573
Commits in past year: 261
Committers in past year: 24
Avg Commits per committer in past year: 10.875
Development Distribution Score (DDS) in past year: 0.851
| Name | Commits | |
|---|---|---|
| Xiaoying Wang | x****g@s****a | 755 |
| Weiyuan Wu | y****w@s****a | 290 |
| github-actions[bot] | 4****] | 76 |
| dependabot[bot] | 4****] | 72 |
| Wukkkinz-0725 | j****w@s****a | 70 |
| Yizhou150 | y****5@s****a | 51 |
| Eric Fecteau | e****u@g****m | 49 |
| Vincent | v****s@n****m | 30 |
| Thomas Schmelzer | t****r@g****m | 27 |
| oystersuki | s****4@g****m | 22 |
| jaydxn1 | p****9@g****m | 22 |
| ZhengYu, Xu | z****u@o****m | 20 |
| Saurabh Singh | s****h@j****e | 18 |
| longshan.lu | l****u@l****m | 13 |
| Will Eaton | m****e@w****m | 13 |
| Anatoly Bugakov | a****v@o****m | 13 |
| Jordan-M-Young | j****g@t****m | 13 |
| nzrymiak | n****k@s****a | 12 |
| dbascoules | 1****s | 12 |
| Dominik Liebler | d****r@y****m | 11 |
| auyer | r****l@r****e | 10 |
| Giacomo Saccaggi | g****i@n****m | 9 |
| jsjasonseba | j****a@g****m | 8 |
| Saurabh Singh (SQL Drivers) | s****a@m****m | 6 |
| Kumar Aditya | k****a@p****g | 6 |
| Marko Grujic | m****g@g****m | 6 |
| jinzew | j****0@g****m | 5 |
| Ritchie Vink | r****6@g****m | 5 |
| Lulzim Bilali | l****i@g****m | 5 |
| Alec Wang | a****8@g****m | 5 |
| and 57 more... | ||
Issue and Pull Request metadata
Last synced: 1 day ago
Total issues: 261
Total pull requests: 421
Average time to close issues: 6 months
Average time to close pull requests: about 1 month
Total issue authors: 208
Total pull request authors: 64
Average comments per issue: 2.41
Average comments per pull request: 1.27
Merged pull request: 258
Bot issues: 0
Bot pull requests: 188
Past year issues: 29
Past year pull requests: 107
Past year average time to close issues: 2 months
Past year average time to close pull requests: 15 days
Past year issue authors: 13
Past year pull request authors: 18
Past year average comments per issue: 0.45
Past year average comments per pull request: 1.34
Past year merged pull request: 82
Past year bot issues: 0
Past year bot pull requests: 31
Top Issue Authors
- tschm (15)
- wangxiaoying (8)
- wonb168 (7)
- mcrumiller (5)
- EricFecteau (4)
- kmatt (3)
- rafmagns-skepa-dreag (3)
- saurabh500 (3)
- hagsted (3)
- romiof (2)
- Ami-Mamidala (2)
- AndrewJackson2020 (2)
- sslivkoff (2)
- lscheilling (2)
- synapticarbors (2)
Top Pull Request Authors
- dependabot[bot] (188)
- tschm (25)
- saurabh500 (22)
- wangxiaoying (20)
- zen-xu (19)
- oystersuki (13)
- EricFecteau (10)
- pangjunrong (8)
- Jordan-M-Young (6)
- holicc (6)
- Niivii (6)
- Cabbagec (5)
- AndrewJackson2020 (4)
- x1a0 (4)
- DeflateAwning (4)
Top Issue Labels
- bug (117)
- help wanted (7)
- enhancement (3)
Top Pull Request Labels
- dependencies (184)
- rust (137)
- github_actions (29)
- enhancement (4)
- documentation (2)
- python (1)
- area/build (1)
- rn/none (1)
Package metadata
- Total packages: 5
-
Total downloads:
- pypi: 1,646,234 last-month
- cargo: 124,106 total
- Total docker downloads: 10,639
- Total dependent packages: 40 (may contain duplicates)
- Total dependent repositories: 76 (may contain duplicates)
- Total versions: 132
- Total maintainers: 6
pypi.org: connectorx
- Homepage: https://github.com/sfu-db/connector-x
- Documentation: https://sfu-db.github.io/connector-x/intro.html
- Licenses: MIT
- Latest release: 0.4.6 (published about 2 months ago)
- Last Synced: 2026-11-02T00:32:51.082Z (1 day ago)
- Versions: 87
- Dependent Packages: 39
- Dependent Repositories: 72
- Downloads: 1,646,229 Last month
- Docker Downloads: 10,639
-
Rankings:
- Dependent packages count: 0.556%
- Downloads: 0.933%
- Average: 1.173%
- Docker downloads count: 1.453%
- Dependent repos count: 1.752%
- Maintainers (3)
proxy.golang.org: github.com/sfu-db/connector-x
- Homepage:
- Documentation: https://pkg.go.dev/github.com/sfu-db/connector-x#section-documentation
- Licenses: mit
- Latest release: v0.4.6 (published about 2 months ago)
- Last Synced: 2026-11-02T00:32:52.623Z (1 day ago)
- Versions: 16
- Dependent Packages: 0
- Dependent Repositories: 0
-
Rankings:
- Dependent packages count: 5.503%
- Average: 5.688%
- Dependent repos count: 5.872%
crates.io: connectorx
Load data from databases to dataframes, the fastest way.
- Homepage:
- Documentation: https://docs.rs/connectorx/
- Licenses: MIT
- Latest release: 0.4.6 (published about 2 months ago)
- Last Synced: 2026-11-02T00:32:50.829Z (1 day ago)
- Versions: 23
- Dependent Packages: 1
- Dependent Repositories: 4
- Downloads: 124,106 Total
-
Rankings:
- Stargazers count: 4.216%
- Forks count: 5.874%
- Dependent repos count: 10.514%
- Average: 11.719%
- Dependent packages count: 18.158%
- Downloads: 19.831%
- Maintainers (2)
pypi.org: thealtoclef-connectorx
Load data from databases to dataframes, the fastest way.
- Homepage: https://github.com/sfu-db/connector-x
- Documentation: https://sfu-db.github.io/connector-x/intro.html
- Licenses: MIT
- Latest release: 202507.9.0rc0 (published over 1 year ago)
- Last Synced: 2026-11-02T00:32:51.488Z (1 day ago)
- Versions: 4
- Dependent Packages: 0
- Dependent Repositories: 0
- Downloads: 5 Last month
-
Rankings:
- Dependent packages count: 8.86%
- Average: 29.394%
- Dependent repos count: 49.927%
- Maintainers (1)
conda-forge.org: connectorx
- Homepage: https://github.com/sfu-db/connector-x
- Licenses: MIT
- Latest release: 0.3.1 (published almost 4 years ago)
- Last Synced: 2026-10-24T17:26:44.007Z (10 days ago)
- Versions: 2
- Dependent Packages: 0
- Dependent Repositories: 0
-
Rankings:
- Stargazers count: 12.803%
- Forks count: 20.819%
- Average: 29.706%
- Dependent repos count: 34.025%
- Dependent packages count: 51.175%
Dependencies
.github/workflows/benchmark.yml
actions
- actions-rs/toolchain v1 composite
- actions/checkout v2 composite
- rhysd/github-action-benchmark v1 composite
.github/workflows/ci.yml
actions
- actions-rs/cargo v1 composite
- actions-rs/toolchain v1 composite
- actions/cache v2 composite
- actions/checkout v2 composite
- actions/setup-java v3 composite
- ghcr.io/wangxiaoying/mysql latest docker
- mcr.microsoft.com/mssql/server 2019-latest docker
- postgres * docker
.github/workflows/docs.yml
actions
- JamesIves/github-pages-deploy-action 4.0.0 composite
- actions-rs/cargo v1 composite
- actions-rs/toolchain v1 composite
- actions/checkout v2 composite
- actions/setup-python v1 composite
.github/workflows/import-test.yml
actions
- actions/checkout v2 composite
- actions/setup-python v2 composite
.github/workflows/release.yml
actions
- Gr1N/setup-poetry v8 composite
- PyO3/maturin-action v1 composite
- actions-rs/toolchain v1 composite
- actions/checkout v2 composite
- actions/download-artifact v3 composite
- actions/setup-python v2 composite
- actions/upload-artifact v2 composite
- actions/upload-artifact v3 composite
- ankane/setup-mysql v1 composite
- extractions/setup-just v1 composite
Cargo.lock
cargo
- 532 dependencies
Cargo.toml
cargo
connectorx/Cargo.toml
cargo
- criterion 0.3 development
- env_logger 0.9 development
- iai 0.1 development
- pprof 0.5 development
- anyhow 1
- bb8 0.7
- bb8-tiberius 0.5
- chrono 0.4
- csv 1
- datafusion 31
- fallible-streaming-iterator 0.1
- fehler 1
- futures 0.3
- gcp-bigquery-client 0.13.0
- hex 0.4
- itertools 0.10
- j4rs 0.15
- log 0.4
- mysql_common 0.29
- native-tls 0.2
- ndarray 0.15
- num-traits 0.2
- openssl 0.10
- oracle 0.5
- owning_ref 0.4
- polars 0.32
- postgres 0.19
- postgres-native-tls 0.5
- postgres-openssl 0.5
- r2d2 0.8
- r2d2-oracle 0.5.0
- r2d2_mysql 23
- r2d2_postgres 0.18.1
- r2d2_sqlite 0.22.0
- rayon 1
- regex 1
- rusqlite 0.29.0
- rust_decimal 1
- rust_decimal_macros 1
- serde_json 1
- sqlparser 0.37
- thiserror 1
- tiberius 0.5
- tokio 1
- tokio-util 0.6
- url 2
- urlencoding 2.1
- uuid 0.8
connectorx-cpp/Cargo.toml
cargo
connectorx-python/Cargo.lock
cargo
- 561 dependencies
connectorx-python/Cargo.toml
cargo
- criterion 0.3 development
- criterion-macro 0.3 development
- iai 0.1 development
- pprof 0.5 development
- rayon 1 development
- anyhow 1
- arrow 46
- arrow2 0.17
- bitfield 0.13
- bytes 1.4
- chrono 0.4
- dict_derive 0.4
- env_logger 0.9
- fehler 1
- itertools 0.10
- lazy_static 1.4.0
- libc 0.2
- log 0.4
- ndarray 0.15
- numpy 0.15
- openssl 0.10
- postgres 0.19
- postgres-native-tls 0.5
- postgres-openssl 0.5.0
- pyo3 0.15
- pyo3-built 0.4
- rust_decimal 1
- serde_json 1
- sqlparser 0.37
- thiserror 1
- tokio 1
- tokio-util 0.6
- url 2
- urlencoding 2.1
- uuid 0.8
connectorx-python/poetry.lock
pypi
- appnope 0.1.3 develop
- atomicwrites 1.4.1 develop
- attrs 22.2.0 develop
- backcall 0.2.0 develop
- black 21.12b0 develop
- bleach 5.0.1 develop
- certifi 2022.12.7 develop
- cffi 1.15.1 develop
- charset-normalizer 2.1.1 develop
- click 8.1.3 develop
- colorama 0.4.6 develop
- contexttimer 0.3.3 develop
- cryptography 38.0.4 develop
- decorator 5.1.1 develop
- distributed 2021.12.0 develop
- docopt 0.6.2 develop
- docutils 0.19 develop
- heapdict 1.0.1 develop
- idna 3.4 develop
- importlib-metadata 5.2.0 develop
- importlib-resources 5.10.1 develop
- iniconfig 1.1.1 develop
- ipython 7.34.0 develop
- jaraco.classes 3.2.3 develop
- jedi 0.18.2 develop
- jeepney 0.8.0 develop
- jinja2 3.1.2 develop
- keyring 23.13.1 develop
- markupsafe 2.1.1 develop
- matplotlib-inline 0.1.6 develop
- maturin 1.2.3 develop
- more-itertools 9.0.0 develop
- msgpack 1.0.4 develop
- mypy-extensions 0.4.3 develop
- parso 0.8.3 develop
- pathspec 0.10.3 develop
- pexpect 4.8.0 develop
- pickleshare 0.7.5 develop
- pkginfo 1.9.2 develop
- platformdirs 2.6.2 develop
- pluggy 1.0.0 develop
- prompt-toolkit 3.0.36 develop
- ptyprocess 0.7.0 develop
- py 1.11.0 develop
- py-cpuinfo 9.0.0 develop
- pycparser 2.21 develop
- pygments 2.13.0 develop
- pytest 6.2.5 develop
- pytest-benchmark 3.4.1 develop
- pywin32-ctypes 0.2.0 develop
- readme-renderer 37.3 develop
- requests 2.28.1 develop
- requests-toolbelt 0.10.1 develop
- rfc3986 2.0.0 develop
- secretstorage 3.3.3 develop
- sortedcontainers 2.4.0 develop
- tblib 1.7.0 develop
- toml 0.10.2 develop
- tomli 1.2.3 develop
- tornado 6.2 develop
- tqdm 4.64.1 develop
- traitlets 5.8.0 develop
- twine 3.8.0 develop
- urllib3 1.26.13 develop
- wcwidth 0.2.5 develop
- webencodings 0.5.1 develop
- zict 2.2.0 develop
- zipp 3.11.0 develop
- cloudpickle 2.2.0
- dask 2021.12.0
- fsspec 2022.11.0
- locket 1.0.0
- modin 0.18.0
- numpy 1.24.1
- packaging 22.0
- pandas 1.5.2
- partd 1.3.0
- polars 0.15.8
- psutil 5.9.4
- pyarrow 10.0.1
- python-dateutil 2.8.2
- pytz 2022.7
- pyyaml 6.0.1
- six 1.16.0
- toolz 0.12.0
- typing-extensions 4.4.0
connectorx-python/pyproject.toml
pypi
- black ^21.4b0 develop
- contexttimer ^0.3.3 develop
- dask ^2021.7.0 develop
- docopt ^0.6.2 develop
- ipython ^7.31.1 develop
- maturin >=1.0,<2.0 develop
- modin >=0.10.1 develop
- polars >=0.8 develop
- pyarrow >=4 develop
- pytest ^6.2 develop
- pytest-benchmark ^3.4.1 develop
- twine ^3.4.1 develop
- dask ^2021
- modin >=0.10
- numpy >=1.21.5
- pandas ^1
- polars >=0.8
- pyarrow >=4
- python >=3.8,<3.12
docs/requirements.txt
pypi
- jupyter-book *
- matplotlib *
- numpy *
.devcontainer/Dockerfile
docker
- mcr.microsoft.com/devcontainers/rust 1 build
.devcontainer/docker-compose.yml
docker
- ghcr.io/wangxiaoying/mysql latest
- pgvector/pgvector pg17