[](http://www.apache.org/licenses/LICENSE-2.0.html)
# opendbt
This project adds new capabilities to dbt-core by dynamically modifying dbt's source code.
dbt is a popular solution for batch data processing in data analytics. While it operates on
an [open-core model](https://opencoreventures.com/blog/2023-07-open-core-is-misunderstood-business-model/), which can
sometimes limit the inclusion of community features in the open-source version. no worries opendbt is here to solve it.
opendbt offers a fully open-source package to address these concerns. **OpenDBT builds upon dbt-core, adding valuable
features without changing dbt-core code.**
`opendbt` unlocks many customization which are not in dbt-core, allowing end user to tailor dbt to his/her specific
needs and data workflows.
With `opendbt` you can go beyond the core functionalities of dbt. For example seamlessly integrating your customized
adapter and providing jinja context with further adapter/python methods.
# Features
- Customize Existing Adapters: Leverage OOP to create custom adapters that extends existing ones. With this user
could provide more python features to jinja
- Execute Local Python Code: Use dbt Python models to run local Python code. For example, you could import data from web
APIs directly within your dbt model.
- Granular Model-Level Orchestration with Airflow: Integrate Airflow for fine-grained control over model execution.
- Serve dbt Docs in Airflow UI: Create a custom page on the Airflow server that displays dbt documentation as an Airflow
UI page.
- Customized dbt Docs: Replace the default dbt documentation page with your own custom index.html file.
- Run end to end ETL pipeline with dbt
using [dlt](https://dlthub.com/) [integration](https://github.com/memiiso/opendbt/issues/40)
- Register dbt callbacks within a dbt project to trigger custom actions or alerts based on selected dbt events.
For detailed examples, see: [examples](docs/EXAMPLES.md).
## Installation
install version from github:
```shell
pip install https://github.com/memiiso/opendbt/archive/refs/tags/0.4.0.zip --upgrade --user
```
## **Your Contributions Matter**
The project completely open-source, using the Apache 2.0 license.
opendbt still is a young project and there are things to improve.
Please feel free to test it, give feedback, open feature requests or send pull requests.
### Contributors
<a href="https://github.com/memiiso/opendbt/graphs/contributors">
<img src="https://contributors-img.web.app/image?repo=memiiso/opendbt" />
</a>
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"description": "\n[](http://www.apache.org/licenses/LICENSE-2.0.html)\n\n\n# opendbt\n\nThis project adds new capabilities to dbt-core by dynamically modifying dbt's source code.\ndbt is a popular solution for batch data processing in data analytics. While it operates on\nan [open-core model](https://opencoreventures.com/blog/2023-07-open-core-is-misunderstood-business-model/), which can\nsometimes limit the inclusion of community features in the open-source version. no worries opendbt is here to solve it.\nopendbt offers a fully open-source package to address these concerns. **OpenDBT builds upon dbt-core, adding valuable\nfeatures without changing dbt-core code.**\n\n`opendbt` unlocks many customization which are not in dbt-core, allowing end user to tailor dbt to his/her specific\nneeds and data workflows.\n\nWith `opendbt` you can go beyond the core functionalities of dbt. For example seamlessly integrating your customized\nadapter and providing jinja context with further adapter/python methods.\n\n# Features\n\n- Customize Existing Adapters: Leverage OOP to create custom adapters that extends existing ones. With this user\n could provide more python features to jinja\n- Execute Local Python Code: Use dbt Python models to run local Python code. For example, you could import data from web\n APIs directly within your dbt model.\n- Granular Model-Level Orchestration with Airflow: Integrate Airflow for fine-grained control over model execution.\n- Serve dbt Docs in Airflow UI: Create a custom page on the Airflow server that displays dbt documentation as an Airflow\n UI page.\n- Customized dbt Docs: Replace the default dbt documentation page with your own custom index.html file.\n- Run end to end ETL pipeline with dbt\n using [dlt](https://dlthub.com/) [integration](https://github.com/memiiso/opendbt/issues/40)\n- Register dbt callbacks within a dbt project to trigger custom actions or alerts based on selected dbt events.\n\nFor detailed examples, see: [examples](docs/EXAMPLES.md).\n\n\n\n## Installation\n\ninstall version from github:\n\n```shell\npip install https://github.com/memiiso/opendbt/archive/refs/tags/0.4.0.zip --upgrade --user\n```\n\n## **Your Contributions Matter**\n\nThe project completely open-source, using the Apache 2.0 license.\nopendbt still is a young project and there are things to improve.\nPlease feel free to test it, give feedback, open feature requests or send pull requests.\n\n### Contributors\n\n<a href=\"https://github.com/memiiso/opendbt/graphs/contributors\">\n <img src=\"https://contributors-img.web.app/image?repo=memiiso/opendbt\" />\n</a>\n",
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