Real ChatGPT answer · index seedhflOFs8vHSccompleteB2B software · data and analytics platformsinformational
Can you explain the current best practices for setting up open table formats like Iceberg on AWS without blowing our cloud budget?
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The searches the AI actually ran for this prompt.
SEED QUERY
Can you explain the current best practices for setting up open table formats like Iceberg on AWS without blowing our cloud budget?
3 real searches · 1 real-search pass
AWS Apache Iceberg best practices cost optimization S3 compaction file sizing Glue Data Catalog Athena 2026Google ↗
OBSERVED
site:docs.aws.amazon.com Athena Apache Iceberg optimization compaction vacuum AWS Glue Data Catalog costsGoogle ↗
OBSERVED
site:docs.aws.amazon.com AWS Glue Iceberg table optimization compaction orphan files snapshot retentionGoogle ↗
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 Apache Iceberg best practices cost optimization S3 compaction file sizing Glue Data Catalog Athena 2026 Google ↗
site:docs.aws.amazon.com Athena Apache Iceberg optimization compaction vacuum AWS Glue Data Catalog costs Google ↗
site:docs.aws.amazon.com AWS Glue Iceberg table optimization compaction orphan files snapshot retention Google ↗
- General best practices · docs.aws.amazon.com
- AWS Glue Data Catalog now supports table optimization, statistics, and crawlers for Apache Iceberg V3 · aws.amazon.com
- Optimize Iceberg tables · docs.aws.amazon.com
- Maintaining tables by using compaction · docs.aws.amazon.com
- Compaction optimization · docs.aws.amazon.com
- OPTIMIZE · docs.aws.amazon.com
- Optimizing storage · docs.aws.amazon.com
- Catalog-level table optimizers · docs.aws.amazon.com
- Considerations and limitations · docs.aws.amazon.com
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
AWS Apache Iceberg best practices cost optimization S3 compaction file sizing Glue Data Catalog Athena 2026 OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
site:docs.aws.amazon.com Athena Apache Iceberg optimization compaction vacuum AWS Glue Data Catalog costs OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
site:docs.aws.amazon.com AWS Glue Iceberg table optimization compaction orphan files snapshot retention OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 |