Health checks（健康检查(Health checks)）¶
Once data is synced into Foundry, has been transformed in a pipeline, and is running regularly using schedules, health checks can be used to validate data quality throughout the pipeline. This is necessary to ensure that the data flowing through the pipeline remains reliable and maintains expected structure over time. Health checks are commonly used in pipeline maintenance.
Several types of health checks are available in Foundry:
- Job-level checks validate that the job corresponding to an output dataset is completing successfully.
- Build-level checks validate that builds are completing successfully, and are completing within an expected duration.
- Freshness checks validate that data is being kept up-to-date.
To learn more, refer to these resources:
- Explore the Health checks service to learn how to define health checks.
- Read the checks reference to learn about the range of available checks.
- Learn about which health checks are recommended.
中文翻译¶
健康检查(Health checks)¶
当数据同步至Foundry、在管道(pipeline)中完成转换，并通过调度(schedules)定期运行后，可使用健康检查(health checks)来验证整个管道中的数据质量。这对于确保流经管道的数据保持可靠并长期维持预期结构至关重要。健康检查常用于管道维护(pipeline maintenance)。
Foundry提供多种类型的健康检查：
- 作业级检查(Job-level checks)：验证输出数据集对应的作业是否成功完成。
- 构建级检查(Build-level checks)：验证构建是否成功完成，并在预期时长内完成。
- 时效性检查(Freshness checks)：验证数据是否保持最新。
如需了解更多信息，请参考以下资源：
- 探索健康检查(Health checks)服务，了解如何定义健康检查。
- 阅读检查参考(checks reference)，了解可用的检查范围。
- 了解推荐的健康检查。