Real ChatGPT answer · index seedMY7Ac5OOx7ocompleteB2B software · data and analytics platformscommercial
Looking for a comprehensive comparison of open table formats like Delta Lake, Apache Iceberg, and Apache Hudi for 2024.
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Looking for a comprehensive comparison of open table formats like Delta Lake, Apache Iceberg, and Apache Hudi for 2024.
4 real searches · 1 real-search pass
Delta Lake Apache Iceberg Apache Hudi 2024 comparison features engine support performance official documentationGoogle ↗
OBSERVED
Delta Lake 3.2 2024 Iceberg 1.5 Hudi 0.14 2024 releases capabilitiesGoogle ↗
OBSERVED
Apache Iceberg specification v2 row-level deletes hidden partitioning schema evolution official docsGoogle ↗
OBSERVED
Apache Hudi 2024 docs copy on write merge on read incremental queries timeline metadata tableGoogle ↗
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 4 queries…
Searches and sources
ChatGPT4 real searches · gpt-6
Delta Lake Apache Iceberg Apache Hudi 2024 comparison features engine support performance official documentation Google ↗
Delta Lake 3.2 2024 Iceberg 1.5 Hudi 0.14 2024 releases capabilities Google ↗
Apache Iceberg specification v2 row-level deletes hidden partitioning schema evolution official docs Google ↗
Apache Hudi 2024 docs copy on write merge on read incremental queries timeline metadata table Google ↗
- Delta Lake 3.2 · delta.io
- Spec · iceberg.apache.org
- Choosing an open table format for your transactional data lake on AWS · aws.amazon.com.cdn.amazon.com
- Apache Iceberg™ vs Delta Lake vs Apache Hudi™ · hudi.apache.org
- Concepts · hudi.apache.org
- Table & Query Types · hudi.apache.org
- Comparing Apache Hudi, Apache Iceberg, and Delta Lake · hudi.apache.org
- Official documentation · docs.delta.io
- GitHub repository · github.com
- Official documentation · iceberg.apache.org
- GitHub repository · github.com
- Official documentation · hudi.apache.org
- GitHub repository · github.com
Queries
4 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Delta Lake Apache Iceberg Apache Hudi 2024 comparison features engine support performance official documentation OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
Delta Lake 3.2 2024 Iceberg 1.5 Hudi 0.14 2024 releases capabilities OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
Apache Iceberg specification v2 row-level deletes hidden partitioning schema evolution official docs OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
Apache Hudi 2024 docs copy on write merge on read incremental queries timeline metadata table OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 |