Real ChatGPT answer · index seed2oMWzluk2WocompleteB2B software · data and analytics platformsinformational
My manager wants to know why our AWS Glue ETL job takes four hours to process just fifty gigabytes of data and how to optimize the worker types today.
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
My manager wants to know why our AWS Glue ETL job takes four hours to process just fifty gigabytes of data and how to optimize the worker types today.
3 real searches · 1 real-search pass
AWS Glue worker types and performance tuning latest AWS documentation 2026Google ↗
OBSERVED
AWS Glue worker types G.1X G.2X G.4X G.8X R.1X R.2X official documentation performance tuning Spark jobsGoogle ↗
OBSERVED
AWS Glue performance tuning best practices Spark UI skew shuffle small files official AWS documentationGoogle ↗
OBSERVED
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 3 queries…
Searches and sources
ChatGPT3 real searches · gpt-6
AWS Glue worker types and performance tuning latest AWS documentation 2026 Google ↗
AWS Glue worker types G.1X G.2X G.4X G.8X R.1X R.2X official documentation performance tuning Spark jobs Google ↗
AWS Glue performance tuning best practices Spark UI skew shuffle small files official AWS documentation Google ↗
- Best practices · docs.aws.amazon.com
- AWS Glue worker types · docs.aws.amazon.com
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
AWS Glue worker types and performance tuning latest AWS documentation 2026 OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
AWS Glue worker types G.1X G.2X G.4X G.8X R.1X R.2X official documentation performance tuning Spark jobs OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
AWS Glue performance tuning best practices Spark UI skew shuffle small files official AWS documentation OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 |