آموزش تضمین یکپارچگی در خط لوله‌های داده استریمینگ - آخرین آپدیت

Apply Delivery Guarantees to Pipeline Design Apply Delivery Guarantees to Pipeline Design

• Building Consistent Streaming Pipelines: Course Overview Building Consistent Streaming Pipelines: Course Overview

• Analyzing Failure Modes and Delivery Guarantees Analyzing Failure Modes and Delivery Guarantees

• Delivery Guarantee Selection Framework Delivery Guarantee Selection Framework

• Applying Guarantees to Multi Tier Pipeline Design Applying Guarantees to Multi-Tier Pipeline Design

Implement Exactly Once Processing Semantics Implement Exactly-Once Processing Semantics

• Exactly Once Mechanisms in Kafka Producers Exactly-Once Mechanisms in Kafka Producers

• Exactly Once Mechanisms in Spark Structured Streaming Exactly-Once Mechanisms in Spark Structured Streaming

• Implementing End to End Exactly Once with Hudi Implementing End-to-End Exactly-Once with Hudi

Evaluate Watermarking Strategies for Latency Completeness Tradeoffs Evaluate Watermarking Strategies for Latency-Completeness Tradeoffs

• Event Time Processing and Watermark Fundamentals Event-Time Processing and Watermark Fundamentals

• Window Types and Latency Calculations Window Types and Latency Calculations

• Evaluating Watermarks Through Arrival Pattern Analysis Evaluating Watermarks Through Arrival Pattern Analysis

• Integrating Consistency Patterns in Production Pipelines Integrating Consistency Patterns in Production Pipelines