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Airbyte

INGESTION

Airbyte is an open-source data integration platform used by over 40,000 engineers, featuring a large catalog of 300+ pre-built connectors. It supports both structured and unstructured data sources and allows users to easily build or edit connectors to suit their needs. Airbyte offers various deployment options, including cloud-managed and self-managed solutions, and integrates with tools like Python through PyAirbyte for enhanced data engineering practices. For integration specifics with DuckDB and MotherDuck, you'd likely utilize one of Airbyte's connectors or leverage the platform's API or Python library to connect and sync data as needed. More detailed information and guidance can be found on Airbyte's official website.

Airbyte and MotherDuck

Airbyte integrates with MotherDuck by facilitating the movement and consolidation of data into DuckDB and the MotherDuck cloud service. This partnership enables easy deployment and replication of data from any source to both open-source DuckDB and MotherDuck's cloud-based platform. Specifically, Airbyte offers a data connector for DuckDB as well as for the MotherDuck cloud service, simplifying the process of integrating data across different sources and destinations. This collaboration is aimed at enhancing productivity and providing users with the flexibility to scale their data analysis needs, combining both local and cloud-based analysis capabilities. Furthermore, this integration supports high performance query execution and universal compatibility, including operation in the browser, making it a powerful solution for organizations looking to leverage open-source technologies for data-driven outcomes

For technical implementation, when using the DuckDB destination with Airbyte, the destination can write data to the MotherDuck service or a local file on the host running Airbyte. To specify a MotherDuck-hosted database as the destination, users need to provide their database URI with the md: prefix in the destination_path configuration option. Authentication with MotherDuck is handled through a service credential provided as the motherduck_api_key configuration option. This integration allows for full refresh sync and incremental append sync, facilitating efficient data management and analysis.

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