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Remove field id constraint on add files #2662
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Remove field id constraint on add files #2662
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kevinjqliu
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Thanks for the PR! This is a great addition. Added a few comments
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i think we should at least check that the parquet field IDs align with the Iceberg field IDs
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Hi @kevinjqliu, what kind of extra ID alignment do you expect that is not already covered by _check_schema_compatible ?
| `add_files` can work with Parquet files both with and without field IDs in their metadata: | ||
| - **Files with field IDs**: When field IDs are present in the Parquet metadata, they must match the corresponding field IDs in the Iceberg table schema. This is common for files generated by tools like Spark or when using or other libraries with explicit field ID metadata. | ||
| - **Files without field IDs**: When field IDs are absent, the table must have a [Name Mapping](https://iceberg.apache.org/spec/?h=name+mapping#name-mapping-serialization) to map field names to Iceberg field IDs. `add_files` will automatically create a Name Mapping based on the table's current schema if one doesn't already exist. | ||
| In both cases, a Name Mapping is created if the table doesn't have one, ensuring compatibility with various readers. |
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For parquet files with field ID, i dont think we necessary need the name mapping if its aligned with the table schema field IDs
But we can address this separately
Rationale for this change
Closes #2131
The PR relaxes the constraint that prevented adding any file with field IDs, and replaces it with a constraint that prevents adding files which contain field IDs that are inconsistent with the field IDs of the table. If the field IDs are compatible, then they can be added safely, if not, they will be rejected.
Are these changes tested?
Yes
Are there any user-facing changes?
Yes