feat: implement schema selection and projection methods#207
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Xuanwo merged 10 commits intoapache:mainfrom Sep 23, 2025
Merged
feat: implement schema selection and projection methods#207Xuanwo merged 10 commits intoapache:mainfrom
Xuanwo merged 10 commits intoapache:mainfrom
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nullccxsy
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Sep 3, 2025
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- Added select and project methods to the Schema class for creating projection schemas based on specified field names or IDs.
- Introduced PruneColumnVisitor to handle the logic for selecting and projecting fields, including support for nested structures.
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| /// \brief Visitor class for pruning schema columns based on selected field IDs. | ||
| /// | ||
| /// This visitor traverses a schema and creates a projected version containing only | ||
| /// the specified fields. It handles different projection modes: | ||
| /// - select_full_types=true: Include entire fields when their ID is selected | ||
| /// - select_full_types=false: Recursively project nested fields within selected structs | ||
| /// | ||
| /// \warning Error conditions that will cause projection to fail: | ||
| /// - Attempting to explicitly project List or Map types (returns InvalidArgument) | ||
| /// - Projecting a List when element result is null (returns InvalidArgument) | ||
| /// - Projecting a Map without a defined map value type (returns InvalidArgument) | ||
| /// - Projecting a struct when result is not StructType (returns InvalidArgument) |
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I think it is easy and valid to support projections in the nested map and list types and don't know why the Java impl does not support this. The code will be much simpler (shorter) if we support them.
@Fokko Do you have any context on the Java impl?
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- Added select and project methods to the Schema class for creating projection schemas based on specified field names or IDs. - Introduced PruneColumnVisitor to handle the logic for selecting and projecting fields, including support for nested structures.
… handling - Modified the PruneColumnVisitor class to pass results as shared pointers, improving memory management and clarity. - Updated Visit methods for ListType, MapType, and StructType to accommodate the new result handling approach.
…rror reporting - Updated the PruneColumnVisitor class to utilize shared pointers for type results, enhancing memory management. - Refined Visit methods for StructType, ListType, and MapType to improve clarity and error handling, particularly for cases involving invalid projections.
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