[Feature] Schema Change can be generated by data in CDC ingestion
- Dominant language
- Java
- Stars
- 3.4k
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- Avg merge
- 1d 11h
- Merged PRs (30d)
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Description
### Search before asking
- [X] I searched in the [issues](https://github.com/apache/incubator-paimon/issues) and found nothing similar.
### Motivation
Especially in Kafka, there may be disorder, and the Schema Change may arrive later than the data. If there is a checkpoint difference between them, it may cause data blockage.
For schema changes, they can actually be generated from data and do not necessarily rely on cdc.
### Solution
_No response_
### Anything else?
_No response_
### Are you willing to submit a PR?
- [ ] I'm willing to submit a PR!
Contributor guide
No contributing guide indexed for this repository
Research direction
No files, tests, or entry points are identified in the issue. Start by locating the CDC ingestion handling for schema changes and the behavior around out-of-order Kafka data; done should include tests showing that schema changes can be generated from data without blocking ingestion.
Written by the indexing model from the issue text.
Assessment
- Tech stack
- java, kafka
- Domain
- data-engineering, stream-processing
- Issue type
- Feature
- Difficulty
- 5/5
- Estimated time
- Over a week
- Activity status
- Stale
- Clarity
- Needs clarification
- Newbie friendliness
- 25/100