sathyaprakashg opened a new pull request #2012:
URL: https://github.com/apache/hudi/pull/2012
## What is the purpose of the pull request
When schema is evolved but producer is still producing events using older
version of schema, Hudi delta streamer is failing. This fix is to make sure
delta streamer works fine with schema evoluation.
Related issues #1845 #1971 #1972
## Brief change log
- Update avro to spark conversion method
`AvroConversionHelper.createConverterToRow` to handle scenario when provided
schema has more fields than data (scenario where producer is still sending
events with old schema)
- Introduce new schema provider class called `SchemaBasedSchemaProvider`.
This is used to set schema based on schema of the data. Currently,
`HoodieAvroUtils.avroToBytes` uses the schema of the data to convert to bytes,
but `HoodieAvroUtils.bytesToAvro` uses provided schema. Since both may not
match always, it results in error. By using data's schema using new schema
provider, we can ensure, same schema is used for converting avro to bytes and
bytes back to avro.
## Verify this pull request
This change added tests and can be verified as follows:
- *Added unit test to verify schema evoluation* Thanks @sbernauer for unit
test
## Committer checklist
- [x] Has a corresponding JIRA in PR title & commit
- [x] Commit message is descriptive of the change
- [x] CI is green
- [ ] Necessary doc changes done or have another open PR
- [ ] For large changes, please consider breaking it into sub-tasks under
an umbrella JIRA.
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