⚡ Performance Optimization¶

Optimize Azure Data Factory pipelines for maximum performance and cost efficiency.

📋 Table of Contents¶

• Copy Activity Optimization
• Data Flow Optimization
• Next Steps

🚀 Copy Activity Optimization¶

Parallel Copies¶

{
  "typeProperties": {
    "parallelCopies": 32,
    "dataIntegrationUnits": 16,
    "enableStaging": true
  }
}

Partitioning¶

{
  "source": {
    "type": "AzureSqlSource",
    "partitionOption": "PhysicalPartitionsOfTable"
  }
}

🔄 Data Flow Optimization¶

Compute Optimization¶

• Right-size Spark clusters
• Use memory-optimized compute for large datasets
• Configure auto-shutdown

Data Partitioning¶

• Optimize partition count
• Use appropriate partition keys

📚 Additional Resources¶

• Copy Activity Performance
• Performance Tuning Guide

🚀 Next Steps¶

→ 17. CI/CD Integration

Module Progress: 16 of 18 complete

Tutorial Version: 1.0 Last Updated: January 2025