🚀 Microsoft Fabric

This repository demonstrates how resources are created in a Git repository when Git integration is activated with a Fabric workspace created by following the E2E tutorials.

Tip

A workspace admin can connect a workspace to a Git repository. Using these resources can simplify resource creation in the end-to-end tutorial by minimizing manual steps.

📚 Documentation and Tutorial

• Microsoft Fabric portal
• Documentation
• End to end tutorials > Docs
• Fabric samples: GitHub repository for Fabric samples
• Microsoft Fabric Git integration?

📋 Resource Description

1. 🎯 Hands-on by end to end tutorials

• Part 1: Lakehouse 🌊
  • part 1 prefixed assets: Dataflow -> Semantic model -> Power BI
• Part 2: Lakehouse 🌊
  • part 2 prefixed assets: Data Pipeline -> Notebook -> Semantic model -> Power BI
• Part 3: Data science 💙
  • Random Forest (Bagging (parallel ensemble)), LightGBM (Gradient Boosting (sequential ensemble))
  • bank-churn-experiment
  • lgbm_sm
  • rfc1_sm
  • rfc2_sm
• Part 4: Real-Time Intelligence ⚡
  • part 4 prefixed assets: Eventhouse -> Eventstream -> KQL -> Realtime Dashboard
• Part 5: Data warehouse 🪣
  • part 5 prefixed assets: Data warehouse -> Data Pipeline -> SQL (Incl. Visual Query) & Notebook -> Semantic model -> Power BI Report
• Dataset 🗂️
  • part 1: dimension_customer.csv: Copy permalink from the official sample repository or see the dataset directory.
  • part 2: Import parquet files from https://fabrictutorialdata.blob.core.windows.net/sampledata/ using Data Pipeline. Check the details in the tutorial.
  • part 3: bankcustomer_churn.csv: see the dataset directory
  • part 4: Use the sample data provided by Fabric by default (Bicycle rentals)
  • part 5: Import parquet files from https://fabrictutorialdata.blob.core.windows.net/sampledata/ using Data Pipeline. Check the details in the tutorial.
    • https://fabrictutorialdata.blob.core.windows.net/sampledata/WideWorldImportersDW/tables/fact_sale.parquet
    • https://fabrictutorialdata.blob.core.windows.net/sampledata/WideWorldImportersDW/tables/dimension_city.parquet

2. 📝 Supplement

• Semantic Link
  • Semantic Link all-in-one demo.ipynb

3. ⚙️ Environment setup

• Fabric stores metadata only. Actual data (OneLake files, table contents) and connection secrets/credentials are not stored in Git. After a fresh sync/clone into another workspace, you'll typically need to recreate or rebind connections and re-enter credentials.
• ⚠️ The email address in the Fabric Event Alert Tutorial should be replaced with your own email address. The placeholder is set to test@email.com.
• Resource list