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Lakeflow Spark Declarative Pipelines tutorials

The tutorials in this section are designed to help you learn about SDP. The following tutorials are available:

Get started with Lakeflow Spark Declarative Pipelines​

Topic

Description

Tutorial: Build an ETL pipeline with Lakeflow Spark Declarative Pipelines

This tutorial shows you how to create and deploy a simple ETL (extract, transform, and load) pipeline for data orchestration Auto Loader.

Tutorials​

Topic

Description

Tutorial: Build an ETL pipeline using change data capture

This tutorial walks you through the steps to create and deploy an ETL pipeline with change data capture (CDC) using SDP for data orchestration andAuto Loader.

Create a source-controlled pipeline

This tutorial shows you how to create a source-controlled pipeline using Databricks Asset Bundles and Git folders.

Convert a pipeline into a Databricks Asset Bundle project

This tutorial shows you how to convert an existing pipeline into a Databricks Asset Bundles project, to provide easier maintenance and automated deployment to target environments.