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.
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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: #44156
Enhance FlushAll functionality to support targeting specific collections
within databases instead of only database-level flushing.
Changes include:
- Add FlushAllTarget message in data_coord.proto for granular targeting
- Support collection-specific flush operations within databases
- Maintain backward compatibility with deprecated db_name field
This enhancement allows users to flush specific collections without
affecting other collections in the same database, providing more precise
control over data persistence operations.
Signed-off-by: Wei Liu <wei.liu@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>
#43810
Fixed the issue where the result err returned by append timeout was
empty when objectstorage was unavailable, causing the client to
mistakenly believe that the write was successful.
Signed-off-by: tinswzy <zhenyuan.wei@zilliz.com>
#43638#43810
add internal writer without session lock;
refactor and unify read state and log entry
refactor data reading related methods;
fix bug where a closed writer is reused for finalize;
Signed-off-by: tinswzy <zhenyuan.wei@zilliz.com>
#43638
update wp to v0.1.3.
- Fix the goroutine leak of adv file reader.
- Refactor the log reader time wait logic.
- The server segment file reuses the reader singleton.
Signed-off-by: tinswzy <zhenyuan.wei@zilliz.com>
#43638
update wp to v0.1.2
fix read failure when minio is killed during data reading. related wp
commit#[aabd1c4eb2](aabd1c4eb2
)
Signed-off-by: tinswzy <zhenyuan.wei@zilliz.com>
#43574#43604#43431#43603
Fix wp metrics not registered bug;
Update the version dependent on wp to v0.1.2-rc1;
improve advanced reader with concurrent prefetch blks;
add the segment rolling policy based on the number of blocks;
improve concurrent compaction
release lock failed bug
Signed-off-by: tinswzy <zhenyuan.wei@zilliz.com>
Ref https://github.com/milvus-io/milvus/issues/42148
This PR mainly enables segcore to support array of vector (read and
write, but not indexing). Now only float vector as the element type is
supported.
---------
Signed-off-by: SpadeA <tangchenjie1210@gmail.com>
Signed-off-by: SpadeA-Tang <tangchenjie1210@gmail.com>
#41918#42482#42049#42513
cherrypick: sn release memory after pop from heap
wp: Encapsulate buffer and chan into a single item for one-to-one
management and cleanup
Signed-off-by: tinswzy <zhenyuan.wei@zilliz.com>
Co-authored-by: chyezh <chyezh@outlook.com>
#41846#41894
Resolve SN OOM issue during small file loading in Woodpecker;
Correct WP fence/close execution order;
Signed-off-by: tinswzy <zhenyuan.wei@zilliz.com>
#41846
Reduce woodpecker memory allocation frequency through recycled memory
pools, allowing GC to keep up with collection.
related [woodpecker issue 24
](https://github.com/zilliztech/woodpecker/issues/24)
Signed-off-by: tinswzy <zhenyuan.wei@zilliz.com>
issue: #41544
- add lock interceptor into wal.
- use recovery and shardmanager to replace the original implementation
of segment assignment.
- remove redundant implementation and unittest.
- remove redundant proto definition.
- use 2 streamingnode in e2e.
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Signed-off-by: chyezh <chyezh@outlook.com>
