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README.md

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# opendbt
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This project adds new capabilities to dbt-core by dynamically modifying dbt's source code.
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This project adds new capabilities to dbt-core by dynamically extending dbt's source code.
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dbt is a popular solution for batch data processing in data analytics. While it operates on
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an [open-core model](https://opencoreventures.com/blog/2023-07-open-core-is-misunderstood-business-model/), which can
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sometimes limit the inclusion of community features in the open-source version. no worries opendbt is here to solve it.
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could provide more python features to jinja
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- Execute Local Python Code: Use dbt Python models
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to [run local Python code](https://medium.com/@ismail-simsek/make-dbt-great-again-ec34f3b661f5). For example, you
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could import data from web
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APIs directly within your dbt model.
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could import data from web APIs directly within your dbt model.
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- Integrate [DLT](https://dlthub.com/) to dbt framework. Run end to end ETL pipeline with dbt
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using [dlt extract and load](https://dlthub.com/) [integration](https://github.com/memiiso/opendbt/issues/40). Use DBT
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to implement full ETL pipeline, including extract and loads
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- Use multi project dbt-mesh setup,
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using [cross-project references](https://docs.getdbt.com/docs/collaborate/govern/project-dependencies#how-to-write-cross-project-ref).
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ex: `{{ ref('jaffle_finance', 'monthly_revenue') }}`
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- This feature was only available in "dbt Cloud Enterprise" so far.
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- Granular Model-Level Orchestration with Airflow: Integrate Airflow for fine-grained control over model execution.
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- Serve dbt Docs in Airflow UI: Create a custom page on the Airflow server that displays dbt documentation as an Airflow
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UI page.
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- Customized dbt Docs: Replace the default dbt documentation page with your own custom index.html file.
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- Run end to end ETL pipeline with dbt
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using [dlt extract and load](https://dlthub.com/) [integration](https://github.com/memiiso/opendbt/issues/40)
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- Register [dbt callbacks](https://docs.getdbt.com/reference/programmatic-invocations#registering-callbacks) within a
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dbt project to trigger custom actions or alerts based on selected dbt events.
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- Use multi project dbt-mesh setup,
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using [cross-project references](https://docs.getdbt.com/docs/collaborate/govern/project-dependencies#how-to-write-cross-project-ref).
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ex: `{{ ref('jaffle_finance', 'monthly_revenue') }}`
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- This feature was only available in "dbt Cloud Enterprise" so far.
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For detailed examples, see: [examples](docs/EXAMPLES.md).
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