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tutorialsRaja's Data Engineering·July 7, 2026

135: Declarative Automation Bundles (Formerly Databricks Asset Bundles)| Part 2 | Sample Project

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Building Your First Databricks Bundle Project | Retail Sales Pipeline Walkthrough (Episode 2): Welcome to Episode 2 of our Databricks Declarative Automation Bundles series! In Episode 1, we covered the theory—what DAB is, why you need it, and the philosophy behind it. Now it's time to get hands-on! In this episode, I walk you through a complete, working Databricks Bundle project called the Retail Sales DAB project. We'll look at every single file and understand how they all fit together. 📁 Project Structure Covered: text retail-sales-dab/ ├── 📄 databricks.yml ← Bundle configuration (name, variables, targets) ├── 📁 resources/ │ └── 📄 sales_job.yml ← Job workflow (tasks, dependencies) ├── 📁 src/ │ ├── 📄 01_generate_data.py ← Bronze: Generate synthetic sales data │ ├── 📄 02_transform.py ← Silver: Clean & enrich data │ └── 📄 03_gold_report.py ← Gold: Aggregate for reporting ├── 📁 .databricks/ ← Local config (auto-generated) ├── 📁 .git/ ← Version control └── 📁 .github/ ← CI/CD workflows (preview) 🏗️ What You'll Learn: Concept What It Means databricks.yml The bundle blueprint—name, variables,

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