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AirbyteTriggerSyncOperator

providers/airbyte/docs/operators/airbyte.rst

3.3.0b12.6 KB
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.. _howto/operator:AirbyteTriggerSyncOperator:

AirbyteTriggerSyncOperator

Use the :class:~airflow.providers.airbyte.operators.AirbyteTriggerSyncOperator to trigger an existing ConnectionId sync job in Airbyte.

.. warning:: This operator triggers a synchronization job in Airbyte. If triggered again, this operator does not guarantee idempotency. You must be aware of the source (database, API, etc) you are updating/sync and the method applied to perform the operation in Airbyte.

Using the Operator ^^^^^^^^^^^^^^^^^^

The AirbyteTriggerSyncOperator requires the connection_id this is the uuid identifier create in Airbyte between a source and destination synchronization job. Use the airbyte_conn_id parameter to specify the Airbyte connection to use to connect to your account.

Airbyte offers a single method to authenticate for Cloud and OSS users. You need to provide the client_id and client_secret to authenticate with the Airbyte server.

You can trigger a synchronization job in Airflow in two ways with the Operator. The first one is a synchronous process. This Operator will initiate the Airbyte job, and the Operator manages the job status. Another way is to use the flag async = True so the Operator only triggers the job and returns the job_id, passed to the AirbyteSensor.

An example using the synchronous way:

.. exampleinclude:: /../../airbyte/tests/system/airbyte/example_airbyte_trigger_job.py :language: python :start-after: [START howto_operator_airbyte_synchronous] :end-before: [END howto_operator_airbyte_synchronous]

An example using the async way:

.. exampleinclude:: /../../airbyte/tests/system/airbyte/example_airbyte_trigger_job.py :language: python :start-after: [START howto_operator_airbyte_asynchronous] :end-before: [END howto_operator_airbyte_asynchronous]