Step by step guide to fixing an AWS Glue job failure that keeps timing out on our largest daily partition.
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Step by step guide to fixing an AWS Glue job failure that keeps timing out on our largest daily partition.
2 real searches · 1 real-search pass
Badge and edge weight = share of passes that produced the query. Hover a query for its intent and routing format.
Query classes
Google's semantic query class for every sub-query: what kind of answer each search is after, simulated vs real.
Classifying 2 queries…
Searches and sources
ChatGPT2 real searches · gpt-6
AWS Glue Spark job performance tuning data skew worker types adaptive query execution CloudWatch metrics official documentation Google ↗
AWS Glue job timeout troubleshooting Spark UI skew shuffle small files official AWS docs Google ↗
- Configuring job properties for Spark jobs in AWS Glue · docs.aws.amazon.com
- Monitoring with AWS Glue Observability metrics · docs.aws.amazon.com
- Monitoring AWS Glue using Amazon CloudWatch metrics · docs.aws.amazon.com
- Monitoring with AWS Glue job run insights · docs.aws.amazon.com
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
AWS Glue Spark job performance tuning data skew worker types adaptive query execution CloudWatch metrics official documentation OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
AWS Glue job timeout troubleshooting Spark UI skew shuffle small files official AWS docs OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 |