related: #45993
This commit extends nullable vector support to the proxy layer,
querynode,
and adds comprehensive validation, search reduce, and field data
handling
for nullable vectors with sparse storage.
Proxy layer changes:
- Update validate_util.go checkAligned() with getExpectedVectorRows()
helper
to validate nullable vector field alignment using valid data count
- Update checkFloatVectorFieldData/checkSparseFloatVectorFieldData for
nullable vector validation with proper row count expectations
- Add FieldDataIdxComputer in typeutil/schema.go for logical-to-physical
index translation during search reduce operations
- Update search_reduce_util.go reduceSearchResultData to use
idxComputers
for correct field data indexing with nullable vectors
- Update task.go, task_query.go, task_upsert.go for nullable vector
handling
- Update msg_pack.go with nullable vector field data processing
QueryNode layer changes:
- Update segments/result.go for nullable vector result handling
- Update segments/search_reduce.go with nullable vector offset
translation
Storage and index changes:
- Update data_codec.go and utils.go for nullable vector serialization
- Update indexcgowrapper/dataset.go and index.go for nullable vector
indexing
Utility changes:
- Add FieldDataIdxComputer struct with Compute() method for efficient
logical-to-physical index mapping across multiple field data
- Update EstimateEntitySize() and AppendFieldData() with fieldIdxs
parameter
- Update funcutil.go with nullable vector support functions
<!-- This is an auto-generated comment: release notes by coderabbit.ai
-->
## Summary by CodeRabbit
* **New Features**
* Full support for nullable vector fields (float, binary, float16,
bfloat16, int8, sparse) across ingest, storage, indexing, search and
retrieval; logical↔physical offset mapping preserves row semantics.
* Client: compaction control and compaction-state APIs.
* **Bug Fixes**
* Improved validation for adding vector fields (nullable + dimension
checks) and corrected search/query behavior for nullable vectors.
* **Chores**
* Persisted validity maps with indexes and on-disk formats.
* **Tests**
* Extensive new and updated end-to-end nullable-vector tests.
<sub>✏️ Tip: You can customize this high-level summary in your review
settings.</sub>
<!-- end of auto-generated comment: release notes by coderabbit.ai -->
---------
Signed-off-by: marcelo-cjl <marcelo.chen@zilliz.com>
Related to #45105
This commit refactors the test MilvusClient wrapper to leverage Go's
embedding pattern and improves test organization with subtests.
**File**: `tests/go_client/base/milvus_client.go`
- **Use `typeutil.NewSet` for rate limiting**: Replace map-based
`rateLogMethods` with `typeutil.NewSet` for cleaner and more efficient
membership checking
- **Embed `*client.Client` directly**: Change `MilvusClient` structure
from wrapping the client as a field to embedding it directly
- **Remove ~380 lines of wrapper methods**: All wrapper methods
(database, collection, partition, index, read/write, RBAC, etc.) are now
unnecessary thanks to Go's embedding feature, which automatically
promotes embedded methods to the outer type
- **Simplify initialization**: Update `NewMilvusClient` and `Close` to
use embedded client directly
- **Fix typo**: Correct comment "Ike the actual method" → "Invoke the
actual method"
**File**: `tests/go_client/testcases/search_test.go`
- **Wrap assertions in subtests**: Each search expression test is now
wrapped in `t.Run()` with descriptive names
- **Dynamic subtest naming**: Format:
`expr={expression}_dynamic-{true/false}` for clear test identification
Signed-off-by: Congqi Xia <congqi.xia@zilliz.com>
Related to #39095
Previous PR #39990 update pkg module path using "/v2" package name, this
PR update milvusclient go sdk dependency for this update
Signed-off-by: Congqi Xia <congqi.xia@zilliz.com>
Related to #31293
- Rename `UsingDatabase` to `UseDatabase`
- Uncomment default value methods
- Add missing RBAC APIs
- Add some resource group APIs
---------
Signed-off-by: Congqi Xia <congqi.xia@zilliz.com>
Related to #31293
Client source files under client pkg cannot be evaluate correctly by
codecov. This PR moves them to `milvusclient` sub-package to fix this
issue and follow go major version best practice.
---------
Signed-off-by: Congqi Xia <congqi.xia@zilliz.com>
