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How can I troubleshoot a failing AWS Glue job that keeps timing out on our largest customer dataset every night?

ChatGPTgpt-61 query11/1/2026
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The searches the AI actually ran for this prompt.

SEED QUERY
How can I troubleshoot a failing AWS Glue job that keeps timing out on our largest customer dataset every night?
1 real search · 1 real-search pass
site:docs.aws.amazon.com/glue/latest/dg AWS Glue job performance troubleshooting Spark UI skew worker types CloudWatch metrics timeout job bookmarksGoogle ↗
OBSERVED

Badge and edge weight = share of passes that produced the query. Hover a query for its intent and routing format.

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Google's semantic query class for every sub-query: what kind of answer each search is after, simulated vs real.

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Searches and sources

ChatGPT1 real searches · gpt-6
site:docs.aws.amazon.com/glue/latest/dg AWS Glue job performance troubleshooting Spark UI skew worker types CloudWatch metrics timeout job bookmarks Google ↗

Queries

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Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
site:docs.aws.amazon.com/glue/latest/dg AWS Glue job performance troubleshooting Spark UI skew worker types CloudWatch metrics timeout job bookmarks
OBSERVED
Google ↗
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