Data Ingestion¶
This section provides code examples for data ingestion patterns with Delta Lake.
Overview¶
Efficient data ingestion is critical for Delta Lake performance. Learn patterns for streaming and batch ingestion.
Contents¶
- Auto Loader - Streaming file ingestion with Auto Loader
Key Concepts¶
Ingestion Patterns¶
- Streaming ingestion with Auto Loader
- Batch file processing
- Schema evolution handling
- Checkpointing strategies
Best Practices¶
- File size optimization
- Partition strategies
- Error handling
- Monitoring ingestion jobs