Real ChatGPT answer · index seed4nuoIvhqrVYcompleteB2B software · data and analytics platformscomparison
Can you compare Apache Iceberg and Hudi for update-heavy transactional data lakes running on top of Amazon S3 storage?
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The searches the AI actually ran for this prompt.
SEED QUERY
Can you compare Apache Iceberg and Hudi for update-heavy transactional data lakes running on top of Amazon S3 storage?
3 real searches · 1 real-search pass
Apache Iceberg official documentation updates deletes snapshots AWS S3 object storage commit requirementsGoogle ↗
OBSERVED
Apache Hudi official documentation record level index upsert Copy on Write Merge on Read S3Google ↗
OBSERVED
AWS guidance Apache Iceberg vs Apache Hudi Amazon S3 transactional data lakeGoogle ↗
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
Apache Iceberg official documentation updates deletes snapshots AWS S3 object storage commit requirements Google ↗
Apache Hudi official documentation record level index upsert Copy on Write Merge on Read S3 Google ↗
AWS guidance Apache Iceberg vs Apache Hudi Amazon S3 transactional data lake Google ↗
- Spec · iceberg.apache.org
- Indexes · hudi.apache.org
- Concepts · hudi.apache.org
- Table & Query Types · hudi.apache.org
- Write Operations · hudi.apache.org
- Working with Apache Iceberg V3 · docs.aws.amazon.com
- What is Upsert on a Data Lake? · hudi.incubator.apache.org
- Performance · hudi.apache.org
- Modern data lakes · docs.aws.amazon.com
- Apache Hudi vs Apache Iceberg Performance: What Benchmarks Show, and What We Measured · hudi.apache.org
- Optimizing storage · docs.aws.amazon.com
- Apache Hudi Technical Specification 1.0 · hudi.apache.org
- Apache Hudi vs Apache Iceberg for Streaming Ingestion · hudi.apache.org
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Apache Iceberg official documentation updates deletes snapshots AWS S3 object storage commit requirements OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
Apache Hudi official documentation record level index upsert Copy on Write Merge on Read S3 OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
AWS guidance Apache Iceberg vs Apache Hudi Amazon S3 transactional data lake OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 |