Fabric Manufacturing Telemetry Demo Data Engineering

This repo contains a one-tab master demo notebook.

What to run (recommended)

• Master notebook: notebooks/00_master_telemetry_demo_v2.ipynb

What you get

• notebooks/00_master_telemetry_demo.ipynb — one-tab live demo + pause prompts; Note: the notebook show the output saved for each cells; remove it before to run in your environment.
• data/telemetry_sample.csv — sample manufacturing telemetry dataset
• sql/create_mlv.sql — optional Materialized Lake View script (run in Lakehouse SQL endpoint)
• setup/setup-guide.md — setup & run instructions
• links/ web addresse — links to the Spark documentation

Recommended objects

• Lakehouse: lh_manufacturing
• Tables:
  • bronze_machine_telemetry_raw
  • silver_machine_telemetry_clean
  • gold_machine_kpi_daily
  • gold_defect_predictions