1. Enable Milvus to read cipher configs
2. Enable cipher plugin in binlog reader and writer
3. Add a testCipher for unittests
4. Support pooling for datanode
5. Add encryption in storagev2
See also: #40321
Signed-off-by: yangxuan <xuan.yang@zilliz.com>
---------
Signed-off-by: yangxuan <xuan.yang@zilliz.com>
issue: #43785
- pulsar client will print log into milvus logger now.
- pulsar client open the metric by default.
- upgrade the pulsar client to v0.15.1, and use offical repo.
- the fixing of milvus-io/pulsar-client-go is already covered by
official v0.15.1.
Signed-off-by: chyezh <chyezh@outlook.com>
issue: https://github.com/milvus-io/milvus/issues/43819
Before this fix: null elements are converted to zero or empty strings
After this fix: import job will return error "array element is not
allowed to be null value for field xxx"
Signed-off-by: yhmo <yihua.mo@zilliz.com>
#42032
Also, fix the cacheoptfield method to work in storagev2.
Also, change the sparse related interface for knowhere version bump
#43974 .
Also, includes https://github.com/milvus-io/milvus/pull/44046 for metric
lost.
---------
Signed-off-by: chasingegg <chao.gao@zilliz.com>
Signed-off-by: marcelo.chen <marcelo.chen@zilliz.com>
Signed-off-by: Congqi Xia <congqi.xia@zilliz.com>
Co-authored-by: marcelo.chen <marcelo.chen@zilliz.com>
Co-authored-by: Congqi Xia <congqi.xia@zilliz.com>
- 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>
Related to #43966#43809
This PR:
- Replace distributed request metrics collection into one interceptor
- Add `Retry` and `Reject` label represents auth rejection and
retry-able error cases
---------
Signed-off-by: Congqi Xia <congqi.xia@zilliz.com>
issue: https://github.com/milvus-io/milvus/issues/43917
1. fix ngrma index to be mistakenly used for unsopported operation
2. fix potential uaf problem
---------
Signed-off-by: SpadeA <tangchenjie1210@gmail.com>
issue: #43590
Migrate collection test cases from TestcaseBase to
TestMilvusClientV2Base
---------
Signed-off-by: Orpheus Wang <orpheus.wang@zilliz.com>
issue: #43933
Fix the issue where QueryCoord restart leads to node status
inconsistency in resource manager, causing segment loading failures and
incorrect resource group assignments.
Changes include:
- Add CheckNodesInResourceGroup method to sync node status after restart
- Implement proper cleanup of offline/stopping nodes from resource
groups
- Add automatic discovery and assignment of new nodes to resource groups
- Enhance rewatchNodes process to include resource manager
synchronization
This ensures resource manager maintains correct node status and
assignments even after QueryCoord restarts, preventing segment loading
failures and improving system reliability.
Signed-off-by: Wei Liu <wei.liu@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>
Related to #43936
This PR:
- Use `folly::SharedMutex` instead of `std::shared_mutex` preventing
starvation
- Use `folly::SharedMutex::WriteHolder/ReadHolder` instead of
std::shared_lock and std::unique_lock to get better performance
Signed-off-by: Congqi Xia <congqi.xia@zilliz.com>
