![]() ![]() Grant the Storage Object Admin role to the Google Cloud Service Account.Make sure the bucket does not have a retention policy. Create a Cloud Storage bucket with the Protection Tools set to none or Object versioning.(Recommended) Using a Google Cloud Storage bucket Setup guide Step 1: Set up a data loading method Īlthough you can load data using BigQuery's INSERTS, we highly recommend using a Google Cloud Storage bucket not only for performance and cost but reliability since larger datasets are prone to more failures when using standard inserts. Airbyte does not support normalization for this option at this time. BigQuery (Denormalized): Leverages BigQuery capabilities with Structured and Repeated fields to produce a single "big" table per stream.BigQuery: Produces a normalized output by storing the JSON blob data in _airbyte_raw_* tables and then transforming and normalizing the data into separate tables, potentially exploding nested streams into their own tables if basic normalization is configured.While setting up the connector, you can configure it in the following modes: (Required for Airbyte Cloud Optional for Airbyte Open Source) A Google Cloud Service Account with the BigQuery User and BigQuery Data Editor roles and the Service Account Key in JSON format. For more information, read Introduction to Datasets If you plan on combining the data that Airbyte syncs with data from other datasets in your queries, create the datasets in the same location on Google Cloud. Note: Queries written in BigQuery can only reference datasets in the same physical location. Prerequisites įor Airbyte Open Source users using the Postgres source connector, upgrade your Airbyte platform to version v0.40.0-alpha or newer and upgrade your BigQuery connector to version 1.1.14 or newerĪ Google Cloud project with BigQuery enabled This page guides you through setting up the BigQuery destination connector. ![]() Setting up the BigQuery destination connector involves setting up the data loading method (BigQuery Standard method and Google Cloud Storage bucket) and configuring the BigQuery destination connector using the Airbyte UI.
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