issue:https://github.com/milvus-io/milvus/issues/27576
# Main Goals
1. Create and describe collections with geospatial fields, enabling both
client and server to recognize and process geo fields.
2. Insert geospatial data as payload values in the insert binlog, and
print the values for verification.
3. Load segments containing geospatial data into memory.
4. Ensure query outputs can display geospatial data.
5. Support filtering on GIS functions for geospatial columns.
# 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.
6. **Client Modification**: Enable the client to handle user input for
geospatial data and facilitate end-to-end testing.Check the modification
in pymilvus.
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Signed-off-by: tasty-gumi <1021989072@qq.com>
Related to #36102
Previous PR #36107 add grpc inteceptor to observe rpc stats. Using same
strategy, this pr add gin middleware to observer restful v2 rpc stats.
Signed-off-by: Congqi Xia <congqi.xia@zilliz.com>
issue: #36621
1. Add API to access task runtime metrics, including:
- build index task
- compaction task
- import task
- balance (including load/release of segments/channels and some leader
tasks on querycoord)
- sync task
2. Add a debug model to the webpage by using debug=true or debug=false
in the URL query parameters to enable or disable debug mode.
Signed-off-by: jaime <yun.zhang@zilliz.com>
1. support isClusteringKey in restful api;
2. throw err if passed invalid 'enableDynamicField' params
3. parameters in indexparams are not processed properly, related with
#36365
Signed-off-by: lixinguo <xinguo.li@zilliz.com>
Co-authored-by: lixinguo <xinguo.li@zilliz.com>
Support the new RESTful URL for retrieving/describing import progress:
`/v2/vectordb/jobs/import/describe`.
Deprecate the old URL: `/v2/vectordb/jobs/import/get_progress`.
issue: https://github.com/milvus-io/milvus/issues/36752
---------
Signed-off-by: bigsheeper <yihao.dai@zilliz.com>
Related to #36102
This PR use newly added `grpcSizeStatsHandler` to reduce calling
`proto.Size` since the request & response size info is recorded by grpc
framework.
Signed-off-by: Congqi Xia <congqi.xia@zilliz.com>
Related to #35927
There are serveral issue this PR addresses:
- Use `ResetTraceConfig` method instead init one in update event handler
- Implement dynamic stats.Handler to receive tracing config update event
- Update `enable_trace` flag when `ResetTraceConfig` is invoked
- Change `enable_trace` to `std::atomic<bool>` in case of data race
Signed-off-by: Congqi Xia <congqi.xia@zilliz.com>
Related to #35767
prometheus counter cannot add negative value
when response is not written(say timeout/network broken) panicking may
happen if not check
Signed-off-by: Congqi Xia <congqi.xia@zilliz.com>
issue: #31224#34374
for query api:
1. param filter is not requried
2. param limit is useless while outputFields = [count(*)]
add hook about grpc call
---------
Signed-off-by: PowderLi <min.li@zilliz.com>
issue: #32698
This PR add two rest api for component stop and status check:
1. `/management/stop?role=querynode` can stop the specified component
2. `/management/check/ready?role=rootcoord` can check whether the target
component is serviceable
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Signed-off-by: Wei Liu <wei.liu@zilliz.com>
issue: #33099#32837#32419
1. len(search result) may be nq * topk, we need return all rather than
topk
2. the in restful response payload keep the same with milvus error code
Signed-off-by: PowderLi <min.li@zilliz.com>
issue: #29419
also re-enabled an e2e test using restful api, which is previously
disabled due to https://github.com/milvus-io/milvus/issues/32214.
In restful api, the accepted json formats of sparse float vector are:
* `{"indices": [1, 100, 1000], "values": [0.1, 0.2, 0.3]}`
* {"1": 0.1, "100": 0.2, "1000": 0.3}
for accepted indice and value range, see
https://milvus.io/docs/sparse_vector.md#FAQ
Signed-off-by: Buqian Zheng <zhengbuqian@gmail.com>
issue: #33220
use dbName as part of privilege entity, so
1. grant / revoke a privilege need dbName
2. we can describe the privileges of the role which belong to one
special database
Signed-off-by: PowderLi <min.li@zilliz.com>
Set `UseDefaultConsistency` to true so that restv2 read API shall use
collection consistency level setting correctly.
Signed-off-by: Congqi Xia <congqi.xia@zilliz.com>
issue: #32466
this PR enhance that when shard location changed, update proxy's shard
leader cache. in case of query node failover case, proxy can find
replica recover
---------
Signed-off-by: Wei Liu <wei.liu@zilliz.com>
