feat: implement complete Milvus data type support#60
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shaoting-huang wants to merge 3 commits intozilliztech:mainfrom
Open
feat: implement complete Milvus data type support#60shaoting-huang wants to merge 3 commits intozilliztech:mainfrom
shaoting-huang wants to merge 3 commits intozilliztech:mainfrom
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Add comprehensive support for all Milvus data types with full Arrow conversion: Scalar Types: - Add Int8/ByteType support with TinyIntVector handler - Add Timestamptz mapping to LongType - Add Text type mapping to StringType Vector Types: - Implement IEEE 754 Float16/BFloat16 to Float32 conversion - Add Int8Vector byte[] to short[] conversion - Fix BinaryVector type mismatch (ArrayType → BinaryType) Complex Types: - Add JSON Binary to String conversion support - Fix Geometry type mapping to BinaryType - Implement ArrayOfVector schema mapping and conversion Testing: - Add ArrowConverterTest with 15 comprehensive test cases - All scalar, vector, and complex type conversions tested - Tests verify null handling and edge cases Signed-off-by: shaoting-huang <shaoting.huang@zilliz.com>
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[APPROVALNOTIFIER] This PR is NOT APPROVED This pull-request has been approved by: shaoting-huang The full list of commands accepted by this bot can be found here. DetailsNeeds approval from an approver in each of these files:Approvers can indicate their approval by writing |
## Changes ### 1. Schema-based Type Detection (ArrowConverter.scala) - Add createFieldTypeMap() to build field name → Milvus DataType lookup - Update arrowToInternalRow() to accept Optional[CollectionSchema] - Update arrowValueToSparkValue() and sparkValueToArrowValue() to use schema lookup - Replace heuristic Float16/BFloat16/FloatVector detection with schema-based logic - Maintain backward compatibility with Optional parameter and fallback logic ### 2. Fixed Broken Types - Int8/ByteType: Add TinyIntVector read/write support in ArrowConverter - BinaryVector: Fix mapping from ArrayType(BinaryType) to ArrayType(ByteType) - Add FixedSizeBinary special handling for BinaryVector in ArrowConverter ### 3. Added Missing Type Mappings (DataTypeUtil.scala) - Timestamptz → LongType - Text → StringType ### 4. Updated Call Sites (MilvusLoonPartitionReader.scala) - Pass Some(milvusSchema) to all ArrowConverter calls (3 locations) ## Type Coverage - Complete: 16/18 user-facing types - Fixed critical bugs: Int8, BinaryVector - Accurate Float16/BFloat16/FloatVector detection via schema 🤖 Generated with Claude Code
Signed-off-by: shaoting-huang <shaoting.huang@zilliz.com>
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Add comprehensive support for all Milvus data types with full Arrow conversion:
Scalar Types:
Vector Types:
Complex Types:
Testing: