Why are some data engineers saying that Apache Iceberg is better than Hive tables for ad-hoc querying in AWS Athena?
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The searches the AI actually ran for this prompt.
SEED QUERY
Why are some data engineers saying that Apache Iceberg is better than Hive tables for ad-hoc querying in AWS Athena?
3 real searches · 1 real-search pass
AWS Athena Apache Iceberg query performance file pruning manifest statistics compared to Hive tables official documentationGoogle ↗
OBSERVED
Amazon Athena Iceberg tables hidden partitioning partition evolution time travel compaction official docsGoogle ↗
OBSERVED
Athena Hive tables partition pruning Glue Data Catalog partition projection official docsGoogle ↗
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 Athena Apache Iceberg query performance file pruning manifest statistics compared to Hive tables official documentation Google ↗
Amazon Athena Iceberg tables hidden partitioning partition evolution time travel compaction official docs Google ↗
Athena Hive tables partition pruning Glue Data Catalog partition projection official docs Google ↗
- Use Apache Iceberg in a data lake to support incremental data processing · aws.amazon.com
- Optimize Iceberg tables · docs.aws.amazon.com
- Optimize Iceberg tables · docs.amazonaws.cn
- Partitioning · iceberg.apache.org
- What is partitioning? · docs.aws.amazon.com
- Create Iceberg tables · docs.aws.amazon.com
- iceberg/docs/docs/evolution.md at main · apache/iceberg · github.com
- Optimize your tables · docs.aws.amazon.com
- Perform time travel and version travel queries · docs.aws.amazon.com
- Use partition projection with Amazon Athena · docs.aws.amazon.com
- Amazon Athena FAQs – Serverless Interactive Query Service · aws.amazon.com
- Optimize data · docs.aws.amazon.com
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
AWS Athena Apache Iceberg query performance file pruning manifest statistics compared to Hive tables official documentation OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
Amazon Athena Iceberg tables hidden partitioning partition evolution time travel compaction official docs OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
Athena Hive tables partition pruning Glue Data Catalog partition projection official docs OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 |