- Add enable configuration for all model service providers
- Migrate environment variables from MILVUSAI_* to MILVUS_* prefix with
backward compatibility
- Unify model service enable/disable logic using configuration
- Add tests for environment variable parsing with fallback support
#35856
Signed-off-by: junjie.jiang <junjie.jiang@zilliz.com>
issue: #43590
Migrate collection test cases from TestcaseBase to
TestMilvusClientV2Base
---------
Signed-off-by: Orpheus Wang <orpheus.wang@zilliz.com>
issue: #43590
Migrate collection test cases from TestcaseBase to
TestMilvusClientV2Base
---------
Signed-off-by: Orpheus Wang <orpheus.wang@zilliz.com>
Ref https://github.com/milvus-io/milvus/issues/42148
This PR supports create index for vector array (now, only for
`DataType.FLOAT_VECTOR`) and search on it.
The index type supported in this PR is `EMB_LIST_HNSW` and the metric
type is `MAX_SIM` only.
The way to use it:
```python
milvus_client = MilvusClient("xxx:19530")
schema = milvus_client.create_schema(enable_dynamic_field=True, auto_id=True)
...
struct_schema = milvus_client.create_struct_array_field_schema("struct_array_field")
...
struct_schema.add_field("struct_float_vec", DataType.ARRAY_OF_VECTOR, element_type=DataType.FLOAT_VECTOR, dim=128, max_capacity=1000)
...
schema.add_struct_array_field(struct_schema)
index_params = milvus_client.prepare_index_params()
index_params.add_index(field_name="struct_float_vec", index_type="EMB_LIST_HNSW", metric_type="MAX_SIM", index_params={"nlist": 128})
...
milvus_client.create_index(COLLECTION_NAME, schema=schema, index_params=index_params)
```
Note: This PR uses `Lims` to convey offsets of the vector array to
knowhere where vectors of multiple vector arrays are concatenated and we
need offsets to specify which vectors belong to which vector array.
---------
Signed-off-by: SpadeA <tangchenjie1210@gmail.com>
Signed-off-by: SpadeA-Tang <tangchenjie1210@gmail.com>
issue: #29735
Implement partial field update functionality for upsert operations,
supporting scalar, vector, and dynamic JSON fields without requiring all
collection fields.
Changes:
- Add queryPreExecute to retrieve existing records before upsert
- Implement UpdateFieldData function for merging data
- Add IDsChecker utility for efficient primary key lookups
- Fix JSON data creation in tests using proper map marshaling
- Add test cases for partial updates of different field types
Signed-off-by: Wei Liu <wei.liu@zilliz.com>
issue: #43590
Migrate collection test cases from TestcaseBase to
TestMilvusClientV2Base
---------
Signed-off-by: Orpheus Wang <orpheus.wang@zilliz.com>
The Out of Memory (OOM) error occurs because a handler retains the
entire ImportRecordBatch in memory. Consequently, even when child arrays
within the batch are flushed, the memory for the complete batch is not
released. We temporarily fixed by deep copying record batch in #43724.
The proposed fix is to split the RecordBatch into smaller sub-batches by
column group. These sub-batches will be transferred via CGO, then
reassembled before being written to storage using the Storage V2 API.
Thus we can achieve zero-copy and only transferring references in CGO.
related: #43310
Signed-off-by: shaoting-huang <shaoting.huang@zilliz.com>
issue: #43590
Migrate collection test cases from TestcaseBase to
TestMilvusClientV2Base
---------
Signed-off-by: Orpheus Wang <orpheus.wang@zilliz.com>
Issue: #43793
Finished migrate all test cases in test_alias.py. Locally tested and
verified.
---------
Signed-off-by: Eric Hou <eric.hou@zilliz.com>
Co-authored-by: Eric Hou <eric.hou@zilliz.com>
issue: #43590
Migrate collection test cases from TestcaseBase to
TestMilvusClientV2Base
@yanliang567
---------
Signed-off-by: Orpheus Wang <orpheus.wang@zilliz.com>
issue: #43590
Migrate collection test cases from TestcaseBase to
TestMilvusClientV2Base
+25 cases in test_milvus_client_collection.py
-27 cases in test_collection.py
@yanliang567
---------
Signed-off-by: Orpheus Wang <orpheus.wang@zilliz.com>
Replace multiple per-table flush RPC calls with single FlushAll RPC to
improve performance in multi-table scenarios.
issue: #43338
- Implement server-side FlushAll request processing in
DataCoord/MixCoord
- Add flushAllTask to handle unified flush operations across all tables
- Replace proxy-side per-table flush iteration with single RPC call
- Support both streaming and non-streaming service execution paths
- Add comprehensive unit tests for new FlushAll implementation
---------
Signed-off-by: Wei Liu <wei.liu@zilliz.com>
issue: #43590
Migrate duplicate collection name test cases from TestcaseBase to
TestMilvusClientV2Base
@yanliang567
---------
Signed-off-by: Orpheus Wang <orpheus.wang@zilliz.com>
Ref https://github.com/milvus-io/milvus/issues/42148https://github.com/milvus-io/milvus/pull/42406 impls the segcore part of
storage for handling with VectorArray.
This PR:
1. impls the go part of storage for VectorArray
2. impls the collection creation with StructArrayField and VectorArray
3. insert and retrieve data from the collection.
---------
Signed-off-by: SpadeA <tangchenjie1210@gmail.com>
Signed-off-by: SpadeA-Tang <tangchenjie1210@gmail.com>
Signed-off-by: SpadeA-Tang <u6748471@anu.edu.au>
There are some unstable cases in go sdk e2e cases, which used default
bounded consistency level. This patch make these cases use strong level
to avoid unstable test results
Signed-off-by: Congqi Xia <congqi.xia@zilliz.com>
