{"id":15041155,"url":"https://github.com/datajoint/datajoint-python","last_synced_at":"2026-02-17T21:07:33.051Z","repository":{"id":4718535,"uuid":"5866704","full_name":"datajoint/datajoint-python","owner":"datajoint","description":"Relational data pipelines for the science lab ","archived":false,"fork":false,"pushed_at":"2026-02-14T01:20:47.000Z","size":25102,"stargazers_count":188,"open_issues_count":6,"forks_count":94,"subscribers_count":14,"default_branch":"master","last_synced_at":"2026-02-14T08:27:33.292Z","etag":null,"topics":["data-engineering","data-integrity","data-lineage","data-pipelines","datajoint","declarative","metadata-management","mysql","neuroscience","object-storage","postgresql","python","relational-model","reproducibility","research-software","schema-management","scientific-computing","workflow-management"],"latest_commit_sha":null,"homepage":"https://datajoint.com/docs","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/datajoint.png","metadata":{"files":{"readme":"README.md","changelog":"CHANGELOG-archive.md","contributing":"CONTRIBUTING.md","funding":null,"license":"LICENSE","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,"publiccode":null,"codemeta":null,"zenodo":null,"notice":null,"maintainers":null,"copyright":null,"agents":null,"dco":null,"cla":null}},"created_at":"2012-09-19T03:50:15.000Z","updated_at":"2026-02-06T18:39:41.000Z","dependencies_parsed_at":"2023-09-26T17:34:24.995Z","dependency_job_id":"9bb58818-1573-4d04-99d4-3111ee8f961e","html_url":"https://github.com/datajoint/datajoint-python","commit_stats":{"total_commits":3375,"total_committers":64,"mean_commits":52.734375,"dds":0.6918518518518518,"last_synced_commit":"eef7e59316a05349dc662f34928403808d93e49c"},"previous_names":[],"tags_count":89,"template":false,"template_full_name":null,"purl":"pkg:github/datajoint/datajoint-python","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/datajoint%2Fdatajoint-python","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/datajoint%2Fdatajoint-python/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/datajoint%2Fdatajoint-python/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/datajoint%2Fdatajoint-python/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/datajoint","download_url":"https://codeload.github.com/datajoint/datajoint-python/tar.gz/refs/heads/master","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/datajoint%2Fdatajoint-python/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":286080680,"owners_count":29558104,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2026-02-17T20:52:40.164Z","status":"ssl_error","status_checked_at":"2026-02-17T20:48:10.325Z","response_time":100,"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":["data-engineering","data-integrity","data-lineage","data-pipelines","datajoint","declarative","metadata-management","mysql","neuroscience","object-storage","postgresql","python","relational-model","reproducibility","research-software","schema-management","scientific-computing","workflow-management"],"created_at":"2024-09-24T20:45:41.184Z","updated_at":"2026-02-17T21:07:33.034Z","avatar_url":"https://github.com/datajoint.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"# DataJoint for Python\n\nDataJoint is a framework for scientific data pipelines based on the **Relational Workflow Model** — a paradigm where your database schema is an executable specification of your workflow.\n\n- **Tables represent workflow steps** — Each table is a step in your pipeline\n- **Foreign keys encode dependencies** — Parent tables must be populated before child tables\n- **Computations are declarative** — Define *what* to compute; DataJoint handles *when*\n- **Results are immutable** — Full provenance and reproducibility\n\n**Documentation:** https://docs.datajoint.com\n\n\u003e **📘 Upgrading from legacy DataJoint (pre-2.0)?**\n\u003e See the **[Migration Guide](https://docs.datajoint.com/how-to/migrate-to-v20/)** for a step-by-step upgrade path.\n\n\u003ctable\u003e\n\u003ctr\u003e\n  \u003ctd\u003ePyPI\u003c/td\u003e\n  \u003ctd\u003e\n    \u003ca href=\"https://pypi.org/project/datajoint/\"\u003e\n      \u003cimg src=\"https://img.shields.io/pypi/v/datajoint?color=blue\" alt=\"pypi\" /\u003e\n    \u003c/a\u003e\n  \u003c/td\u003e\n  \u003ctd\u003eConda\u003c/td\u003e\n  \u003ctd\u003e\n    \u003ca href=\"https://anaconda.org/conda-forge/datajoint\"\u003e\n      \u003cimg src=\"https://img.shields.io/conda/vn/conda-forge/datajoint?color=brightgreen\" alt=\"conda\" /\u003e\n    \u003c/a\u003e\n  \u003c/td\u003e\n  \u003ctd\u003eTests\u003c/td\u003e\n  \u003ctd\u003e\n    \u003ca href=\"https://github.com/datajoint/datajoint-python/actions/workflows/test.yaml\"\u003e\n      \u003cimg src=\"https://github.com/datajoint/datajoint-python/actions/workflows/test.yaml/badge.svg\" alt=\"tests\" /\u003e\n    \u003c/a\u003e\n  \u003c/td\u003e\n\u003c/tr\u003e\n\u003ctr\u003e\n  \u003ctd\u003eLicense\u003c/td\u003e\n  \u003ctd\u003e\n    \u003ca href=\"https://github.com/datajoint/datajoint-python/blob/master/LICENSE\"\u003e\n      \u003cimg src=\"https://img.shields.io/badge/license-Apache%202.0-blue.svg\" alt=\"Apache-2.0\" /\u003e\n    \u003c/a\u003e\n  \u003c/td\u003e\n  \u003ctd\u003eCitation\u003c/td\u003e\n  \u003ctd\u003e\n    \u003ca href=\"https://doi.org/10.1101/031658\"\u003e\n      \u003cimg src=\"https://img.shields.io/badge/DOI-10.1101/031658-blue.svg\" alt=\"DOI\" /\u003e\n    \u003c/a\u003e\n  \u003c/td\u003e\n  \u003ctd\u003eCoverage\u003c/td\u003e\n  \u003ctd\u003e\n    \u003ca href=\"https://coveralls.io/github/datajoint/datajoint-python?branch=master\"\u003e\n      \u003cimg src=\"https://coveralls.io/repos/datajoint/datajoint-python/badge.svg?branch=master\u0026service=github\" alt=\"coverage\" /\u003e\n    \u003c/a\u003e\n  \u003c/td\u003e\n\u003c/tr\u003e\n\u003c/table\u003e\n\n## Installation\n\n```bash\npip install datajoint\n```\n\nor with Conda:\n\n```bash\nconda install -c conda-forge datajoint\n```\n\n## Example Pipeline\n\n![pipeline](https://raw.githubusercontent.com/datajoint/datajoint-python/master/images/pipeline.png)\n\n[Yatsenko et al., bioRxiv 2021](https://doi.org/10.1101/2021.03.30.437358)\n\n## Resources\n\n- **[Documentation](https://docs.datajoint.com)** — Complete guides and reference\n  - [Tutorials](https://docs.datajoint.com/tutorials/) — Learn by example\n  - [How-To Guides](https://docs.datajoint.com/how-to/) — Task-oriented guides\n  - [API Reference](https://docs.datajoint.com/api/) — Complete API documentation\n  - [Migration Guide](https://docs.datajoint.com/how-to/migrate-to-v20/) — Upgrade from legacy versions\n- **[DataJoint Elements](https://datajoint.com/docs/elements/)** — Example pipelines for neuroscience\n- **[GitHub Discussions](https://github.com/datajoint/datajoint-python/discussions)** — Community support\n\n## Contributing\n\nSee [CONTRIBUTING.md](CONTRIBUTING.md) for development setup and guidelines.\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fdatajoint%2Fdatajoint-python","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fdatajoint%2Fdatajoint-python","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fdatajoint%2Fdatajoint-python/lists"}