概述
数据管道编排工作流是一个高级难度的工作流。编排多阶段数据管道，包含依赖管理、重试逻辑和故障通知。该工作流的目标是：Build a reliable data pipeline with proper orchestration and error handling.
环境准备
执行本工作流需要以下环境：A pipeline orchestration tool；Multiple data processing stages with dependencies；A monitoring and alerting system。请确保在开始前准备好所有必需的工具和资源，以避免中途因环境问题中断。
执行步骤
本工作流包含5个步骤。步骤1：Define stages——Break the pipeline into discrete stages with clear inputs and outputs. 步骤2：Set dependencies——Configure stage dependencies so each stage runs only after its inputs are ready. 步骤3：Add retry logic——Configure retry policies for transient failures with exponential backoff. 步骤4：Set up alerting——Configure failure notifications for pipeline errors and SLA breaches. 步骤5：Test the pipeline——Run the pipeline end-to-end and verify all stages complete successfully.
验证与清理
预期结果：A fully orchestrated data pipeline with dependencies, retries, and alerting is operational.。验证方法：Trigger the pipeline and confirm all stages complete; verify failure alerts fire when a stage is forced to fail.。清理操作：Pause the pipeline if it causes downstream issues; investigate before resuming.。estimatedMinutes 为 90 分钟。
代码示例
# Execute the workflow steps as documented above
echo "Workflow completed successfully"