{"id":18336084,"url":"https://github.com/tpvasconcelos/sparkypandy","last_synced_at":"2025-04-06T04:34:54.744Z","repository":{"id":45666833,"uuid":"378439036","full_name":"tpvasconcelos/sparkypandy","owner":"tpvasconcelos","description":"It's not spark, it's not pandas, it's just awkward...","archived":false,"fork":false,"pushed_at":"2024-04-19T15:52:11.000Z","size":393,"stargazers_count":2,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"master","last_synced_at":"2025-03-21T17:12:36.124Z","etag":null,"topics":["dataframe","pandas","pyspark","spark"],"latest_commit_sha":null,"homepage":"","language":"Python","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"apache-2.0","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/tpvasconcelos.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":"LICENSE","code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null}},"created_at":"2021-06-19T15:03:24.000Z","updated_at":"2022-07-14T15:51:35.000Z","dependencies_parsed_at":"2022-08-04T18:15:25.425Z","dependency_job_id":null,"html_url":"https://github.com/tpvasconcelos/sparkypandy","commit_stats":null,"previous_names":[],"tags_count":2,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/tpvasconcelos%2Fsparkypandy","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/tpvasconcelos%2Fsparkypandy/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/tpvasconcelos%2Fsparkypandy/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/tpvasconcelos%2Fsparkypandy/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/tpvasconcelos","download_url":"https://codeload.github.com/tpvasconcelos/sparkypandy/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":247435042,"owners_count":20938530,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2022-07-04T15:15:14.044Z","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":["dataframe","pandas","pyspark","spark"],"created_at":"2024-11-05T20:06:00.676Z","updated_at":"2025-04-06T04:34:53.769Z","avatar_url":"https://github.com/tpvasconcelos.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"\u003ch1 id=\"sparkypandy\" align=\"center\"\u003e\n    SparkyPandy: a pandas API for spark\n\u003c/h1\u003e\n\n\u003cp align=\"center\"\u003e\n  \u003c!-- TODO: https://bestpractices.coreinfrastructure.org/en --\u003e\n  \u003c!-- TODO: https://www.gitpod.io/docs/getting-started --\u003e\n  \u003ca href=\"https://pypi.org/project/sparkypandy/\"\u003e\u003cimg src=\"https://img.shields.io/pypi/v/sparkypandy\" alt=\"PyPI - Latest Release\"\u003e\u003c/a\u003e\n  \u003ca href=\"https://github.com/tpvasconcelos/sparkypandy/\"\u003e\u003cimg src=\"https://img.shields.io/pypi/pyversions/sparkypandy\" alt=\"PyPI - Python Versions\"\u003e\u003c/a\u003e\n  \u003ca href=\"https://pypi.org/project/sparkypandy/\"\u003e\u003cimg src=\"https://img.shields.io/pypi/status/sparkypandy.svg\" alt=\"PyPI - Package Status\"\u003e\u003c/a\u003e\n  \u003ca href=\"https://github.com/tpvasconcelos/sparkypandy/blob/master/LICENSE\"\u003e\u003cimg src=\"https://img.shields.io/pypi/l/sparkypandy\" alt=\"PyPI - License\"\u003e\u003c/a\u003e\n  \u003ca href=\"https://github.com/psf/black\"\u003e\u003cimg src=\"https://img.shields.io/badge/code%20style-black-000000.svg\" alt=\"Code style: black\"\u003e\u003c/a\u003e\n  \u003cbr\u003e\n  \u003ca href=\"https://github.com/tpvasconcelos/sparkypandy/actions/workflows/ci.yaml/\"\u003e\u003cimg src=\"https://github.com/tpvasconcelos/sparkypandy/actions/workflows/ci.yaml/badge.svg\" alt=\"GitHub CI\"\u003e\u003c/a\u003e\n  \u003ca href=\"https://codecov.io/gh/tpvasconcelos/sparkypandy\"\u003e\u003cimg src=\"https://codecov.io/gh/tpvasconcelos/sparkypandy/branch/master/graph/badge.svg\" alt=\"codecov\"\u003e\u003c/a\u003e\n  \u003ca href=\"https://www.codefactor.io/repository/github/tpvasconcelos/sparkypandy\"\u003e\u003cimg src=\"https://www.codefactor.io/repository/github/tpvasconcelos/sparkypandy/badge\" alt=\"CodeFactor\"\u003e\u003c/a\u003e\n  \u003ca href=\"https://www.codacy.com/gh/tpvasconcelos/sparkypandy/dashboard?utm_source=github.com\u0026amp;utm_medium=referral\u0026amp;utm_content=tpvasconcelos/sparkypandy\u0026amp;utm_campaign=Badge_Grade\"\u003e\u003cimg src=\"https://app.codacy.com/project/badge/Grade/24e94a244a504de8a345b70f41c34445\" alt=\"Codacy code quality\"\u003e\u003c/a\u003e\n  \u003ca href=\"https://requires.io/github/tpvasconcelos/sparkypandy/requirements/?branch=master\"\u003e\u003cimg src=\"https://requires.io/github/tpvasconcelos/sparkypandy/requirements.svg?branch=master\" alt=\"Requirements Status\" /\u003e\u003c/a\u003e\n\u003c/p\u003e\n\n\u003cp align=\"center\"\u003e\u003ci\u003eIt's not spark, it's not pandas, it's just awkward...\u003c/i\u003e\u003c/p\u003e\n\n\u003cp align=\"center\"\u003e\n    \u003ca href=\"https://www.youtube.com/watch?v=600hEP82eVo\"\u003e\n        \u003cimg src=\"https://img.youtube.com/vi/600hEP82eVo/0.jpg\" width=\"320\" height=\"240\" alt=\"spark and pandas (sparkypandy) but its awkward\" /\u003e\n    \u003c/a\u003e\n\u003c/p\u003e\n\n---\n\n## Where do I get it?\n\n\u003cimg src=\"assets/images/take_my_money.jpeg\" alt=\"shut up\" width=\"320\" height=\"200\" align=\"right\"\u003e\n\nGet the binary installer for the latest available release at [PyPi](https://pypi.org/project/sparkypandy/)\n\n```bash\npip install sparkypandy\n```\n\nor from [Conda](https://anaconda.org/conda-forge/sparkypandy)\n\n```bash\nconda install -c conda-forge sparkypandy\n```\n\n## But... y tho?\n\n\u003cdetails\u003e\n  \u003csummary\u003eWe all love to hate on pandas' API... so why learn a new one?\u003c/summary\u003e\n  \u003cbr\u003e\n  \u003cimg src=\"assets/images/pandas_api.jpeg\" alt=\"pandas API\" width=\"400\" height=\"400\"\u003e\n\u003c/details\u003e\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Ftpvasconcelos%2Fsparkypandy","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Ftpvasconcelos%2Fsparkypandy","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Ftpvasconcelos%2Fsparkypandy/lists"}