فهرست مطالب

• Preface
• Chapter 1. Introducing Data Engineering Design Patterns
• What Are Design Patterns?
• Yet More Design Patterns?
• Common Data Engineering Patterns
• Case Study Used in This Book
• Summary
• Chapter 2. Data Ingestion Design Patterns
• Full Load
• Incremental Load
• Replication
• Data Compaction
• Data Readiness
• Event Driven
• Summary
• Chapter 3. Error Management Design Patterns
• Unprocessable Records
• Duplicated Records
• Late Data
• Filtering
• Fault Tolerance
• Summary
• Chapter 4. Idempotency Design Patterns
• Overwriting
• Updates
• Database
• Immutable Dataset
• Summary
• Chapter 5. Data Value Design Patterns
• Data Enrichment
• Data Decoration
• Data Aggregation
• Sessionization
• Data Ordering
• Summary
• Chapter 6. Data Flow Design Patterns
• Sequence
• Fan-In
• Fan-Out
• Orchestration
• Summary
• Chapter 7. Data Security Design Patterns
• Data Removal
• Access Control
• Data Protection
• Connectivity
• Summary
• Chapter 8. Data Storage Design Patterns
• Partitioning
• Records Organization
• Read Performance Optimization
• Data Representation
• Summary
• Chapter 9. Data Quality Design Patterns
• Quality Enforcement
• Schema Consistency
• Quality Observation
• Summary
• Chapter 10. Data Observability Design Patterns
• Data Detectors
• Time Detectors
• Data Lineage
• Summary
• Afterword
• Appendix. Summary of Patterns
• Index
• About the Author