Event-Driven dbt: Trigger Transformations the Moment Fivetran Syncs Finish
Blog post from Prefect
Integrating Fivetran with Prefect and dbt allows for an efficient event-driven data transformation process that minimizes latency and reruns by triggering dbt transformations immediately after data syncs complete. Instead of relying on fixed schedules, which can lead to inefficiencies when data syncs take unpredictable amounts of time, this approach uses webhooks to automate the workflow. Fivetran sends a webhook upon sync completion, which Prefect interprets as an event to trigger the dbt deployment. This setup enables targeted model rebuilding based on specific connector completions, offering a more responsive and precise data pipeline. The tutorial outlines the steps to create and configure Prefect and Fivetran webhooks, automate deployments, and utilize the prefect-dbt integration for comprehensive monitoring and model management, providing a streamlined path for keeping data models updated without unnecessary delays.
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