[VECTOR_FLOAT16] Implement serialization and deserialization logic#2853
Merged
muskan124947 merged 2 commits intomainfrom Dec 1, 2025
Merged
[VECTOR_FLOAT16] Implement serialization and deserialization logic#2853muskan124947 merged 2 commits intomainfrom
muskan124947 merged 2 commits intomainfrom
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Codecov Report❌ Patch coverage is
Additional details and impacted files@@ Coverage Diff @@
## main #2853 +/- ##
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+ Coverage 56.36% 56.44% +0.08%
- Complexity 4523 4559 +36
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Files 151 151
Lines 34442 34511 +69
Branches 5738 5758 +20
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+ Hits 19412 19480 +68
- Misses 12408 12413 +5
+ Partials 2622 2618 -4 ☔ View full report in Codecov by Sentry. 🚀 New features to boost your workflow:
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machavan
approved these changes
Nov 29, 2025
divang
approved these changes
Dec 1, 2025
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Description
For upcoming VECTOR_FLOAT16 support in the Microsoft JDBC Driver for SQL Server, this change introduces complete serialization and deserialization logic for half-precision floating-point values used inside vector columns.
The driver performs IEEE-754–compliant bidirectional conversion between standard Java Float[] (FLOAT32, 4 bytes) and the compact FLOAT16 (2 bytes) wire format. Applications continue interacting with Float[], while the driver transparently handles precision conversion depending on the negotiated vector type.
Data Flow
Float[](4 bytes each)FLOAT16(2 bytes each)FLOAT16(2 bytes each)Float[](4 bytes each)Conversions Added
Motivation
This enhancement enables efficient storage and transmission of VECTOR_FLOAT16 data between Java applications and SQL Server, providing a foundation for vector search, embeddings, and machine-learning workflows that benefit from reduced memory footprint.