issue: #43897
- Part of collection/index related DDL is implemented by WAL-based DDL
framework now.
- Support following message type in wal, CreateCollection,
DropCollection, CreatePartition, DropPartition, CreateIndex, AlterIndex,
DropIndex.
- Part of collection/index related DDL can be synced by new CDC now.
- Refactor some UT for collection/index DDL.
- Add Tombstone scheduler to manage the tombstone GC for collection or
partition meta.
- Move the vchannel allocation into streaming pchannel manager.
---------
Signed-off-by: chyezh <chyezh@outlook.com>
relate: https://github.com/milvus-io/milvus/issues/43687
We used to run the temporary analyzer and validate analyzer on the
proxy, but the proxy should not be a computation-heavy node. This PR
move all analyzer calculations to the streaming node.
---------
Signed-off-by: aoiasd <zhicheng.yue@zilliz.com>
Related to #44761#38339
This commit consolidates the proxy package's mockery generation to use a
centralized `.mockery.yaml` configuration file, aligning with the
pattern used by other packages like querycoordv2.
Changes
- **Makefile**: Replace multiple individual mockery commands with a
single config-based invocation for `generate-mockery-proxy` target
- **internal/proxy/.mockery.yaml**: Add mockery configuration defining
all mock interfaces for proxy and proxy/shardclient packages
- **Mock files**: Regenerate mocks using the new configuration:
- `mock_cache.go`: Clean up by removing unused interface methods
(credential, shard cache, policy methods)
- `shardclient/mock_lb_balancer.go`: Update type comments (nodeInfo →
NodeInfo)
- `shardclient/mock_lb_policy.go`: Update formatting
- `shardclient/mock_shardclient_manager.go`: Fix parameter naming
consistency (nodeInfo1 → nodeInfo)
- **task_search_test.go**: Remove obsolete mock expectations for
deprecated cache methods
Benefits
- Centralized mockery configuration for easier maintenance
- Consistent with other packages (querycoordv2, etc.)
- Cleaner mock interfaces by removing unused methods
- Better type consistency in generated mocks
Signed-off-by: Congqi Xia <congqi.xia@zilliz.com>
Related to #44761
Refactor proxy shard client management by creating a new
internal/proxy/shardclient package. This improves code organization and
modularity by:
- Moving load balancing logic (LookAsideBalancer, RoundRobinBalancer) to
shardclient package
- Extracting shard client manager and related interfaces into separate
package
- Relocating shard leader management and client lifecycle code
- Adding package documentation (README.md, OWNERS)
- Updating proxy code to use the new shardclient package interfaces
This change makes the shard client functionality more maintainable and
better encapsulated, reducing coupling in the proxy layer.
Signed-off-by: Congqi Xia <congqi.xia@zilliz.com>
issue: #44697, #44696
- The DDL executing order of secondary keep same with order of control
channel timetick now.
- filtering the control channel operation on shard manager of
streamingnode to avoid wrong vchannel of create segment.
- fix that the immutable txn message lost replicate header.
---------
Signed-off-by: chyezh <chyezh@outlook.com>
issue: #44909
When requery optimization is enabled, search results contain IDs
but empty FieldsData. During reduce/rerank operations, if the
first shard has empty FieldsData while others have data,
PrepareResultFieldData initializes an empty array, causing
AppendFieldData to panic when accessing array indices.
Changes:
- Find first non-empty FieldsData as template in 3 functions:
reduceAdvanceGroupBy, reduceSearchResultDataWithGroupBy,
reduceSearchResultDataNoGroupBy
- Add length check before 2 AppendFieldData calls in reduce
functions to prevent panic
- Improve newRerankOutputs to find first non-empty fieldData
using len(FieldsData) check instead of GetSizeOfIDs
- Add length check in appendResult before AppendFieldData
- Add comprehensive unit tests for empty and partial empty
FieldsData scenarios in both reduce and rerank functions
This fix handles both pure requery (all empty) and mixed
scenarios (some empty, some with data) without breaking normal
search flow. The key improvement is checking FieldsData length
directly rather than IDs, as requery may have IDs but empty
FieldsData.
Signed-off-by: Wei Liu <wei.liu@zilliz.com>
issue: #44648
If the value is `null` during insertion, it will be omitted instead of
being filled with nil. Therefore, when performing checks, there’s no
need to retrieve data based on the valid offset.
Signed-off-by: Cai Zhang <cai.zhang@zilliz.com>
issue: #44800
This commit enhances the upsert and validation logic to properly handle
nullable Geometry (WKT/WKB) and Timestamptz data types:
- Add ToCompressedFormatNullable support for TimestamptzData,
GeometryWktData, and GeometryData to filter out null values during data
compression
- Implement GenNullableFieldData for Timestamptz and Geometry types to
generate nullable field data structures
- Update FillWithNullValue to handle both GeometryData and
GeometryWktData with null value filling logic
- Add UpdateFieldData support for Timestamptz, GeometryData, and
GeometryWktData field updates
- Comprehensive unit tests covering all new data type handling scenarios
Signed-off-by: Wei Liu <wei.liu@zilliz.com>
Related to #44761
This commit refactors the privilege management system in the proxy
component by:
1. **Separation of Concerns**: Extracts privilege-related functionality
from MetaCache into a dedicated `internal/proxy/privilege` package,
improving code organization and maintainability.
2. **New Package Structure**: Creates `internal/proxy/privilege/` with:
- `cache.go`: Core privilege cache implementation (PrivilegeCache)
- `result_cache.go`: Privilege enforcement result caching
- `model.go`: Casbin model and policy enforcement functions
- `meta_cache_adapter.go`: Casbin adapter for MetaCache integration
- Corresponding test files and mock implementations
3. **MetaCache Simplification**: Removes privilege and credential
management methods from MetaCache interface and implementation:
- Removed: GetCredentialInfo, RemoveCredential, UpdateCredential
- Removed: GetPrivilegeInfo, GetUserRole, RefreshPolicyInfo,
InitPolicyInfo
- Deleted: meta_cache_adapter.go, privilege_cache.go and their tests
4. **Updated References**: Updates all callsites to use the new
privilegeCache global:
- Authentication interceptor now uses privilegeCache for password
verification
- Credential cache operations (InvalidateCredentialCache,
UpdateCredentialCache, UpdateCredential) now use privilegeCache
- Policy refresh operations (RefreshPolicyInfoCache) now use
privilegeCache
- Privilege interceptor uses new privilege.GetEnforcer() and privilege
result cache
5. **Improved API**: Renames cache functions for clarity:
- GetPrivilegeCache → GetResultCache
- SetPrivilegeCache → SetResultCache
- CleanPrivilegeCache → CleanResultCache
This refactoring makes the codebase more modular, separates privilege
management concerns from general metadata caching, and provides a
clearer API for privilege enforcement operations.
---------
Signed-off-by: Congqi Xia <congqi.xia@zilliz.com>
Related to #36672
Add accesslog field displaying value length for search/query request may
help developers debug related issues
---------
Signed-off-by: Congqi Xia <congqi.xia@zilliz.com>
Related to #44620
This PR:
- Use eventually instead of `time.Sleep` in accesslog writer unit test
- Make sure compaction task results have only one state from executor
API
Signed-off-by: Congqi Xia <congqi.xia@zilliz.com>
Related to #44703
This PR:
- Add `SetActualConsistencyLevel` to `info.AccessInfo` interface and
related util method processing it
- Make `$consistency_level` returning actual value if set
---------
Signed-off-by: Congqi Xia <congqi.xia@zilliz.com>
#44212
Also, record metrics only when storageUsageTracking is enabled.
Use MB for scanned_remote counter and scanned_total counter metrics to
avoid overflow.
---------
Signed-off-by: chasingegg <chao.gao@zilliz.com>
issue: #43427
This pr's main goal is merge #37417 to milvus 2.5 without conflicts.
# Main Goals
1. Create and describe collections with geospatial type
2. Insert geospatial data into the insert binlog
3. Load segments containing geospatial data into memory
4. Enable query and search can display geospatial data
5. Support using GIS funtions like ST_EQUALS in query
6. Support R-Tree index for geometry type
# Solution
1. **Add Type**: Modify the Milvus core by adding a Geospatial type in
both the C++ and Go code layers, defining the Geospatial data structure
and the corresponding interfaces.
2. **Dependency Libraries**: Introduce necessary geospatial data
processing libraries. In the C++ source code, use Conan package
management to include the GDAL library. In the Go source code, add the
go-geom library to the go.mod file.
3. **Protocol Interface**: Revise the Milvus protocol to provide
mechanisms for Geospatial message serialization and deserialization.
4. **Data Pipeline**: Facilitate interaction between the client and
proxy using the WKT format for geospatial data. The proxy will convert
all data into WKB format for downstream processing, providing column
data interfaces, segment encapsulation, segment loading, payload
writing, and cache block management.
5. **Query Operators**: Implement simple display and support for filter
queries. Initially, focus on filtering based on spatial relationships
for a single column of geospatial literal values, providing parsing and
execution for query expressions.Now only support brutal search
7. **Client Modification**: Enable the client to handle user input for
geospatial data and facilitate end-to-end testing.Check the modification
in pymilvus.
---------
Signed-off-by: Yinwei Li <yinwei.li@zilliz.com>
Signed-off-by: Cai Zhang <cai.zhang@zilliz.com>
Co-authored-by: ZhuXi <150327960+Yinwei-Yu@users.noreply.github.com>
issue: #38666
Add int8 support for autoindex to ensure it can be independently
configured. At the same time, remove the restriction on int8 type for
vectorDiskIndex (note that vectorDiskIndex only determines the building
and loading method of the index, not the index type).
Signed-off-by: xianliang.li <xianliang.li@zilliz.com>
issue: https://github.com/milvus-io/milvus/issues/27467
>My plan is as follows.
>- [x] M1 Create collection with timestamptz field
>- [x] M2 Insert timestamptz field data
>- [x] M3 Retrieve timestamptz field data
>- [x] M4 Implement handoff
>- [x] M5 Implement compare operator
>- [x] M6 Implement extract operator
>- [x] M8 Support database/collection level default timezone
>- [x] M7 Support STL-SORT index for datatype timestamptz
---
The third PR of issue: https://github.com/milvus-io/milvus/issues/27467,
which completes M5, M6, M7, M8 described above.
## M8 Default Timezone
We will be able to use alter_collection() and alter_database() in a
future Python SDK release to modify the default timezone at the
collection or database level.
For insert requests, the timezone will be resolved using the following
order of precedence: String Literal-> Collection Default -> Database
Default.
For retrieval requests, the timezone will be resolved in this order:
Query Parameters -> Collection Default -> Database Default.
In both cases, the final fallback timezone is UTC.
## M5: Comparison Operators
We can now use the following expression format to filter on the
timestamptz field:
- `timestamptz_field [+/- INTERVAL 'interval_string'] {comparison_op}
ISO 'iso_string' `
- The interval_string follows the ISO 8601 duration format, for example:
P1Y2M3DT1H2M3S.
- The iso_string follows the ISO 8601 timestamp format, for example:
2025-01-03T00:00:00+08:00.
- Example expressions: "tsz + INTERVAL 'P0D' != ISO
'2025-01-03T00:00:00+08:00'" or "tsz != ISO
'2025-01-03T00:00:00+08:00'".
## M6: Extract
We will be able to extract sepecific time filed by kwargs in a future
Python SDK release.
The key is `time_fields`, and value should be one or more of "year,
month, day, hour, minute, second, microsecond", seperated by comma or
space. Then the result of each record would be an array of int64.
## M7: Indexing Support
Expressions without interval arithmetic can be accelerated using an
STL-SORT index. However, expressions that include interval arithmetic
cannot be indexed. This is because the result of an interval calculation
depends on the specific timestamp value. For example, adding one month
to a date in February results in a different number of added days than
adding one month to a date in March.
---
After this PR, the input / output type of timestamptz would be iso
string. Timestampz would be stored as timestamptz data, which is int64_t
finally.
> for more information, see https://en.wikipedia.org/wiki/ISO_8601
---------
Signed-off-by: xtx <xtianx@smail.nju.edu.cn>
issue: #44123
- support replicate message in wal of milvus.
- support CDC-replicate recovery from wal.
- fix some CDC replicator bugs
Signed-off-by: chyezh <chyezh@outlook.com>
issue: #44212
Implement search/query storage usage statistics in go side(result
reduce), only record storage usage in vector search C++ path. Need to be
implemented in query c++ path in next prs.
---------
Signed-off-by: chasingegg <chao.gao@zilliz.com>
Signed-off-by: marcelo.chen <marcelo.chen@zilliz.com>
Co-authored-by: marcelo.chen <marcelo.chen@zilliz.com>
