Bruin
Build data pipelines with SQL and Python, ingest data from different sources, add quality checks, and build end-to-end flows. observed · 2026-08-28
Health v2 · maintenance only
91/100
- Activity 99
- Release rhythm 87
- Longevity 80
How is this computed?
round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10) — computed 2026-09-03. Adoption (stars, forks) is never an input.
- gap_med: 0
- age_days: 1126
- days_rel: 7
- days_push: 7
- n_releases_24m: 632
Adoption not part of the score
1678 stars · 87 forks observed · 2026-08-28
What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-29, confidence not recorded
Bruin is an end-to-end data platform whose CLI combines data ingestion (via its ingestr tool), SQL/Python/R transformations, and data quality checks into code-defined pipelines. ingestr itself is a command-line tool that copies data between databases and sources with a single command, supporting incremental loading strategies like append, merge, and delete+insert.
Use cases
- copy data from postgres to snowflake with one command
- ingest data from 70+ sources into a data warehouse without writing code
- run sql and python transformations as a dependency-ordered pipeline
- add data quality checks like unique and not_null to warehouse tables
- schedule daily data pipelines with cron and get slack alerts on failure
- incrementally load tables with merge or append strategies
- visualize data lineage across pipeline assets
- replace dbt, airbyte, and great expectations with one tool
When to choose
- you want a single tool covering ingestion, transformation, and quality checks
- you prefer pipelines defined in code (SQL/Python/YAML) in a git repository
- you need simple no-code database-to-database data copying
- you want built-in lineage, scheduling, and concurrency without a separate orchestrator
When to avoid
- you need a full-featured distributed orchestrator like Airflow for complex workflows
- you only want SQL transformations and already use dbt
- you need streaming/real-time ingestion rather than batch loads
- you require a permissive open-source license and the NOASSERTION license is a concern
Facets
cli-tool · maturity active
etl cli database workflow-automation scheduling data-science databases analytics developer-tools big-data cli cross-platform windows go python data-ingestion data-pipeline transformation data-quality dbt-alternative airbyte-alternative incremental-loading sql-pipelines lineage vscode-extension data-engineering macos linux
10 sources
- readme: https://github.com/bruin-data/bruin · fetched 2026-08-28 · bbe2ce9d4ad2
- homepage: https://getbruin.com/docs/bruin/ · fetched 2026-08-29 · 79954da47bef
- site_page: https://getbruin.com/docs/bruin/getting-started/introduction/installation.html · fetched 2026-08-29 · 1e67be0f778d
- site_page: https://getbruin.com/docs/bruin/getting-started/introduction/quickstart.html · fetched 2026-08-29 · 3d78a328a5d9
- site_page: https://getbruin.com/docs/bruin/core-concepts/overview.html · fetched 2026-08-29 · 8aa36f38bd62
- site_page: https://getbruin.com/docs/bruin/assets/definition-schema.html · fetched 2026-08-29 · 4420ce4cd298
- site_page: https://getbruin.com/docs/bruin/pipelines/definition.html · fetched 2026-08-29 · 4362c4b703eb
- site_page: https://getbruin.com/docs/bruin/commands/overview.html · fetched 2026-08-29 · 06936daeaa15
- site_page: https://getbruin.com/docs/bruin/core-concepts/project.html · fetched 2026-08-29 · 1471dac5d699
- site_page: https://getbruin.com/docs/bruin/variables/overview.html · fetched 2026-08-29 · 68daa1e14b8b
Member repositories
| Repository | Role | Health v2 |
|---|---|---|
| bruin-data/bruin | main | 91 |
| bruin-data/ingestr | backend | 88 |
For agents
markdown · JSON · MCP: product_card(name="bruin-data/bruin")
Data as of 2026-08-30T08:39:29.467469+00:00 · Report a problem