Dagster + dbt

• Lesson 1: Introduction

  • Deprecation
  • About this course
  • What's dbt?
  • Why use dbt and Dagster together?
  • How do dbt models relate to Dagster assets?
  • Project preview

• Lesson 2: Installation & Setup

  • Requirements
  • Set up local
  • Set up Codespace
  • Set up the Dagster project
  • Set up the dbt project
  • dbt project files
  • Verify dbt installation

• Lesson 3: Connecting dbt to Dagster

  • Overview
  • Constructing the dbt project
  • Defining the dbt project location in Dagster
  • Creating a dbt resource in Dagster
  • Loading dbt models into Dagster as assets
  • Updating the Definitions object
  • Viewing dbt models in the Dagster UI
  • Knowledge check

• Lesson 4: Improving development

  • Overview
  • Speeding up the development cycle
  • Debugging failed runs
  • Customizing your execution

• Lesson 5: Adding dependencies and automation to dbt models

  • Overview
  • Connecting dbt models to Dagster assets
  • Creating assets that depend on dbt models
  • Automating dbt models in Dagster
  • Practice: Grouping dbt models by layer

• Lesson 6: Using Dagster to partition dbt models

  • Overview
  • Creating an incremental model
  • Creating a partitioned dbt asset
  • Lesson recap

• Lesson 7: Deploying to Production

  • Overview
  • Pushing the project to GitHub
  • Setting up Dagster+
  • Creating the manifest during deployment
  • Preparing for a successful run

• Capstone