alibabacloud-analyticdb-spark-application-analysis-helper Guide
Analyze and troubleshoot Alibaba Cloud AnalyticDB (ADB) Spark applications—execution monitoring, failure diagnosis, performance anomaly detection, and cross-application comparison. Use this Skill when users need to: 1. Check the execution status of AnalyticsDB Spark applications (running, succeeded, failed, etc.). 2. Analyze root causes of failed AnalyticsDB Spark applications (e.g., OOM, data skew, dependency errors, permission issues). 3. Identify Spark applications with abnormal execution duration by statistical analysis. 4. Compare similar Spark applications to pinpoint performance anomalies or detect SQL execution plan differences. Also applicable for "why did my Spark job fail", "which Spark app is running slow", "compare two Spark runs", etc.
When to use alibabacloud-analyticdb-spark-application-analysis-helper
Analyze and troubleshoot Alibaba Cloud AnalyticDB (ADB) Spark applications—execution monitoring, failure diagnosis, performance anomaly detection, and cross-application comparison. Use this Skill when users need to: 1. Check the execution status of AnalyticsDB Spark applications (running, succeeded, failed, etc.). 2. Analyze root causes of failed AnalyticsDB Spark applications (e.g., OOM, data skew, dependency errors, permission issues). 3. Identify Spark applications with abnormal execution duration by statistical analysis. 4. Compare similar Spark applications to pinpoint performance anomalies or detect SQL execution plan differences. Also applicable for "why did my Spark job fail", "which Spark app is running slow", "compare two Spark runs", etc.
How to use alibabacloud-analyticdb-spark-application-analysis-helper
alibabacloud-analyticdb-spark-application-analysis-helper is a Claude skill in the SKILL.md format. Add it to your Claude environment from the source repository below, then it activates as a user-invocable skill when your task matches its description.