1. Create a Paimon table and write data
2. Use pypaimon to read data via `SplitRead`
3. Observe that `schema_manager.get_schema()` is called even when `schema_id` matches the current table schema id
4. This triggers redundant filesystem reads for schema files that are already available in memory
### What doesn't meet your expectations?
When `schema_id == table.table_schema.id`, the Python read path should return the in-memory `table.table_schema` directly without filesystem access, matching the Java short-circuit pattern in `RawFileSplitRead.createFileReader()`.
### Anything else?
This is a companion fix to `FileScanner._schema_fields` which had the same redundant read pattern. Both share the root cause: missing short-circuit for the current table schema id.
### Are you willing to submit a PR?
- [x] I'm willing to submit a PR!
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Paimon version
master (latest)
Compute Engine
PythonAPI
Minimal reproduce step
Minimal reproduce step: