{"id":49567875,"url":"https://github.com/baggiponte/pyconpt-polars","last_synced_at":"2026-05-03T12:12:02.910Z","repository":{"id":197859903,"uuid":"692745228","full_name":"baggiponte/pyconpt-polars","owner":"baggiponte","description":"@pola-rs talk @pyconpt","archived":false,"fork":false,"pushed_at":"2024-02-23T13:38:52.000Z","size":895,"stargazers_count":0,"open_issues_count":7,"forks_count":0,"subscribers_count":2,"default_branch":"main","last_synced_at":"2024-02-23T14:41:29.871Z","etag":null,"topics":["apache-arrow","data-analysis","data-science","etl","polars","python"],"latest_commit_sha":null,"homepage":"https://baggiponte.github.io/pyconpt-polars/","language":"Just","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":null,"status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/baggiponte.png","metadata":{"files":{"readme":"README.md","changelog":"CHANGELOG.md","contributing":null,"funding":null,"license":null,"code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null,"governance":null,"roadmap":null,"authors":null,"dei":null}},"created_at":"2023-09-17T13:07:52.000Z","updated_at":"2023-11-26T22:00:13.000Z","dependencies_parsed_at":"2023-11-26T18:24:25.958Z","dependency_job_id":"1cff305d-bc04-4693-9dab-ec85e5614453","html_url":"https://github.com/baggiponte/pyconpt-polars","commit_stats":null,"previous_names":["baggiponte/pyconpt-polars"],"tags_count":2,"template":false,"template_full_name":null,"purl":"pkg:github/baggiponte/pyconpt-polars","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/baggiponte%2Fpyconpt-polars","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/baggiponte%2Fpyconpt-polars/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/baggiponte%2Fpyconpt-polars/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/baggiponte%2Fpyconpt-polars/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/baggiponte","download_url":"https://codeload.github.com/baggiponte/pyconpt-polars/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/baggiponte%2Fpyconpt-polars/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":286080680,"owners_count":32568208,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2026-05-03T06:36:36.687Z","status":"ssl_error","status_checked_at":"2026-05-03T06:36:09.306Z","response_time":103,"last_error":"SSL_read: unexpected eof while reading","robots_txt_status":"success","robots_txt_updated_at":"2025-07-24T06:49:26.215Z","robots_txt_url":"https://github.com/robots.txt","online":false,"can_crawl_api":true,"host_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories","repository_names_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repository_names","owners_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners"}},"keywords":["apache-arrow","data-analysis","data-science","etl","polars","python"],"created_at":"2026-05-03T12:12:02.075Z","updated_at":"2026-05-03T12:12:02.905Z","avatar_url":"https://github.com/baggiponte.png","language":"Just","funding_links":[],"categories":[],"sub_categories":[],"readme":"# I know Polars is fast, but my data pipelines are written in pandas!\n\n[![cookiecutter slidev](https://img.shields.io/badge/cookiecutter-slidev-D4AA00?logo=cookiecutter\u0026logoColor=fff)](https://github.com/baggiponte/cookiecutter-slidev)\n\nSource code for the talk [*I know Polars is fast, but my data pipelines are written in pandas!*](https://pretalx.evolutio.pt/pycon-pt-2023/talk/HB9X8G/) at [PyCon Portugal 2023](https://2023.pycon.pt/home/).\n\n- 📽️ [Live](https://www.youtube.com/watch?v=OlvEtR6365A)\n\n## 🛩️ How to run\n\nMake sure you have installed the following:\n\n* `git` (of course)\n* GitHub CLI: `gh` (optional)\n* `node.js`\n* `just` is a command runner (optional, recommended for contributing)\n\n1. Clone the repo\n\n```bash\n# with github CLI\ngh repo clone baggiponte/pyconpt-polars\n\n# with git\ngit clone git@github.com:baggiponte/pyconpt-polars\n```\n\n\u003e **Note**\n\u003e\n\u003e 🎬 How to configure SSH\n\u003e\n\u003e Cloning over SSH is safer. Follow [this guide](https://www.youtube.com/watch?v=5o9ltH6YmtM).\n\u003e Alternatively, you can follow the steps in [this](https://github.com/git-merge-workshops/simplify-signing-with-ssh/blob/main/exercises/01-setup-workstation.md) workshop of GitHub's.\n\n\n2. Install the dependencies\n\n```bash\n# with the command runner\njust install\n\n# with npm\nnpm install\n```\n\n3. Open the slideshow locally\n\n```bash\n# with the command runner\njust preview\n\n# with npx\nnpx slidev --open -- slides.md\n```\n\n4. Visit http://localhost:3030\n\n## 🤗 contributing\n\nInstall the dependencies [above](,/README.md#%EF%B8%8F-how-to-run) (`just` is highly recommended) and the following:\n\n* [`commitizen`](https://commitizen-tools.github.io/commitizen/) is a release management tool. It's used to release new versions.\n\n1. Fork the repo\n2. Create your own branch.\n3. Before opening a PR, run the following:\n\n```bash\njust test-release\n```\n\nThis will format the slides, try to build them and test whether a version bump is possibile.\n\n\u003e **Note**\n\u003e\n\u003e Credits:\n\u003e\n\u003e - [`slidev`](https://github.com/slidevjs/slidev) is an amazing framework to build slides from markdown and host them.\n\u003e - [`just`](https://github.com/casey/just) is just a command runner.\n\u003e - [`commitizen`](https://commitizen-tools.github.io/commitizen/) is a release management tool.\n\u003e - [`polars`](https://github.com/pola-rs/polars) is a fast multi-threaded, hybrid-out-of-core DataFrame library in Rust | Python | Node.js\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fbaggiponte%2Fpyconpt-polars","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fbaggiponte%2Fpyconpt-polars","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fbaggiponte%2Fpyconpt-polars/lists"}