issue: #43897, #44123
pr: #45266
also pick pr: #45237, #45264,#45244,#45275
fix: kafka should auto reset the offset from earliest to read (#45237)
issue: #44172, #45210, #44851,#45244
kafka will auto reset the offset to "latest" if the offset is
Out-of-range. the recovery of milvus wal cannot read any message from
that. So once the offset is out-of-range, kafka should read from eariest
to read the latest uncleared data.
https://kafka.apache.org/documentation/#consumerconfigs_auto.offset.reset
enhance: support alter collection/database with WAL-based DDL framework
(#45266)
issue: #43897
- Alter collection/database is implemented by WAL-based DDL framework
now.
- Support AlterCollection/AlterDatabase in wal now.
- Alter operation can be synced by new CDC now.
- Refactor some UT for alter DDL.
fix: milvus role cannot stop at initializing state (#45244)
issue: #45243
fix: support upgrading from 2.6.x -> 2.6.5 (#45264)
issue: #43897
---------
Signed-off-by: chyezh <chyezh@outlook.com>
issue: #43897, #44123
pr: #45224
also pick pr: #45216,#45154,#45033,#45145,#45092,#45058,#45029
enhance: Close channel replicator more gracefully (#45029)
issue: https://github.com/milvus-io/milvus/issues/44123
enhance: Show create time for import job (#45058)
issue: https://github.com/milvus-io/milvus/issues/45056
fix: wal state may be unconsistent after recovering from crash (#45092)
issue: #45088, #45086
- Message on control channel should trigger the checkpoint update.
- LastConfrimedMessageID should be recovered from the minimum of
checkpoint or the LastConfirmedMessageID of uncommitted txn.
- Add more log info for wal debugging.
fix: make ack of broadcaster cannot canceled by client (#45145)
issue: #45141
- make ack of broadcaster cannot canceled by rpc.
- make clone for assignment snapshot of wal balancer.
- add server id for GetReplicateCheckpoint to avoid failure.
enhance: support collection and index with WAL-based DDL framework
(#45033)
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.
enhance: support load/release collection/partition with WAL-based DDL
framework (#45154)
issue: #43897
- Load/Release collection/partition is implemented by WAL-based DDL
framework now.
- Support AlterLoadConfig/DropLoadConfig in wal now.
- Load/Release operation can be synced by new CDC now.
- Refactor some UT for load/release DDL.
enhance: Don't start cdc by default (#45216)
issue: https://github.com/milvus-io/milvus/issues/44123
fix: unrecoverable when replicate from old (#45224)
issue: #44962
---------
Signed-off-by: bigsheeper <yihao.dai@zilliz.com>
Signed-off-by: chyezh <chyezh@outlook.com>
Co-authored-by: yihao.dai <yihao.dai@zilliz.com>
issue: #43897, #44123
pr: #44898
related pr: #44607#44642#44792#44809#44564#44560#44735#44822#44865#44850#44942#44874#44963#44886#44898
enhance: remove redundant channel manager from datacoord (#44532)
issue: #41611
- After enabling streaming arch, channel manager of data coord is a
redundant component.
fix: Fix CDC OOM due to high buffer size (#44607)
Fix CDC OOM by:
1. free msg buffer manually.
2. limit max msg buffer size.
3. reduce scanner msg hander buffer size.
issue: https://github.com/milvus-io/milvus/issues/44123
fix: remove wrong start timetick to avoid filtering DML whose timetick
is less than it. (#44691)
issue: #41611
- introduced by #44532
enhance: support remove cluster from replicate topology (#44642)
issue: #44558, #44123
- Update config(A->C) to A and C, config(B) to B on replicate topology
(A->B,A->C) can remove the B from replicate topology
- Fix some metric error of CDC
fix: check if qn is sqn with label and streamingnode list (#44792)
issue: #44014
- On standalone, the query node inside need to load segment and watch
channel, so the querynode is not a embeded querynode in streamingnode
without `LabelStreamingNodeEmbeddedQueryNode`. The channel dist manager
can not confirm a standalone node is a embededStreamingNode.
Bug is introduced by #44099
enhance: Make GetReplicateInfo API work at the pchannel level (#44809)
issue: https://github.com/milvus-io/milvus/issues/44123
enhance: Speed up CDC scheduling (#44564)
Make CDC watch etcd replicate pchannel meta instead of listing them
periodically.
issue: https://github.com/milvus-io/milvus/issues/44123
enhance: refactor update replicate config operation using
wal-broadcast-based DDL/DCL framework (#44560)
issue: #43897
- UpdateReplicateConfig operation will broadcast AlterReplicateConfig
message into all pchannels with cluster-exclusive-lock.
- Begin txn message will use commit message timetick now (to avoid
timetick rollback when CDC with txn message).
- If current cluster is secondary, the UpdateReplicateConfig will wait
until the replicate configuration is consistent with the config
replicated from primary.
enhance: support rbac with WAL-based DDL framework (#44735)
issue: #43897
- RBAC(Roles/Users/Privileges/Privilege Groups) is implemented by
WAL-based DDL framework now.
- Support following message type in wal `AlterUser`, `DropUser`,
`AlterRole`, `DropRole`, `AlterUserRole`, `DropUserRole`,
`AlterPrivilege`, `DropPrivilege`, `AlterPrivilegeGroup`,
`DropPrivilegeGroup`, `RestoreRBAC`.
- RBAC can be synced by new CDC now.
- Refactor some UT for RBAC.
enhance: support database with WAL-based DDL framework (#44822)
issue: #43897
- Database related DDL is implemented by WAL-based DDL framework now.
- Support following message type in wal CreateDatabase, AlterDatabase,
DropDatabase.
- Database DDL can be synced by new CDC now.
- Refactor some UT for Database DDL.
enhance: support alias with WAL-based DDL framework (#44865)
issue: #43897
- Alias related DDL is implemented by WAL-based DDL framework now.
- Support following message type in wal AlterAlias, DropAlias.
- Alias DDL can be synced by new CDC now.
- Refactor some UT for Alias DDL.
enhance: Disable import for replicating cluster (#44850)
1. Import in replicating cluster is not supported yet, so disable it for
now.
2. Remove GetReplicateConfiguration wal API
issue: https://github.com/milvus-io/milvus/issues/44123
fix: use short debug string to avoid newline in debug logs (#44925)
issue: #44924
fix: rerank before requery if reranker didn't use field data (#44942)
issue: #44918
enhance: support resource group with WAL-based DDL framework (#44874)
issue: #43897
- Resource group related DDL is implemented by WAL-based DDL framework
now.
- Support following message type in wal AlterResourceGroup,
DropResourceGroup.
- Resource group DDL can be synced by new CDC now.
- Refactor some UT for resource group DDL.
fix: Fix Fix replication txn data loss during chaos (#44963)
Only confirm CommitMsg for txn messages to prevent data loss.
issue: https://github.com/milvus-io/milvus/issues/44962,
https://github.com/milvus-io/milvus/issues/44123
fix: wrong execution order of DDL/DCL on secondary (#44886)
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.
fix: Fix primary-secondary replication switch blocking (#44898)
1. Fix primary-secondary replication switchover blocking by delete
replicate pchannel meta using modRevision.
2. Stop channel replicator(scanner) when cluster role changes to prevent
continued message consumption and replication.
3. Close Milvus client to prevent goroutine leak.
4. Create Milvus client once for a channel replicator.
5. Simplify CDC controller and resources.
issue: https://github.com/milvus-io/milvus/issues/44123
---------
Signed-off-by: bigsheeper <yihao.dai@zilliz.com>
Signed-off-by: chyezh <chyezh@outlook.com>
Co-authored-by: yihao.dai <yihao.dai@zilliz.com>
issue: #45150
pr: #45151
Removed the maximum limit constraint (value range [1, 10]) for vector
fields in a collection to support more flexible schema design.
Signed-off-by: Wei Liu <wei.liu@zilliz.com>
Cherry-pick from master
pr: #44723
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>
issue: #41611
pr: #44532
- After enabling streaming arch, channel manager of data coord is a
redundant component.
---------
Signed-off-by: chyezh <chyezh@outlook.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>
1. Use goroutine pool instead of sem.
2. Remove compaction executor from pipeline, since in streaming mode
pipeline should be decoupled from compaction.
issue: https://github.com/milvus-io/milvus/issues/44541
Signed-off-by: bigsheeper <yihao.dai@zilliz.com>
Make default local storage path effective instead of empty when yaml
config file is missing.
issue: https://github.com/milvus-io/milvus/issues/44513
---------
Signed-off-by: bigsheeper <yihao.dai@zilliz.com>
issue: #43897
- Return LastConfirmedMessageID when wal append operation.
- Add resource-key-based locker for broadcast-ack operation to protect
the coord state when executing ddl.
- Resource-key-based locker is held until the broadcast operation is
acked.
- ResourceKey support shared and exclusive lock.
- Add FastAck execute ack right away after the broadcast done to speed
up ddl.
- Ack callback will support broadcast message result now.
- Add tombstone for broadcaster to avoid to repeatedly commit DDL and
ABA issue.
---------
Signed-off-by: chyezh <chyezh@outlook.com>
And support set function mode and boost mode when run search with boost.
RandomScore support get random function score between [0, weight).
FunctionMode decide how to calculate boost score for multiple boost
function scores.
BoostMode decide how to calculate final score for origin score and boost
score.
relate: https://github.com/milvus-io/milvus/issues/43867
---------
Signed-off-by: aoiasd <zhicheng.yue@zilliz.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>
