issue: #36686
bug reason:
- The clustering compaction tasks on the datanode were never cleaned up.
- The clustering compaction task contains a mapping from clustering key
to buffer, this caused a large memory leak.
fix:
- clean the tasks on datanode by datacoord when clustering compaction
finished.
- reset the mapping that from clustering key to buffer on datanode when
clustering finished.
Signed-off-by: Cai Zhang <cai.zhang@zilliz.com>
issue: #34553
when rootcoord trigger graceful stop progress, it will block until all
rpc finished. for create collection request, rootcoord need to block
until datacoord finish to watch all channels, but datacoord need to call
`rootcoord.Alloc` during watch channel, and rootcoord doesn't respond to
new request anymore. which cause create collection stucks, and graceful
stop progress stucks.
This PR remove the func call `rootcoord.Alloc` to solve the logic dead
lock during graceful stop progress.
Signed-off-by: Wei Liu <wei.liu@zilliz.com>
issue: #36868
if datacoord is syncing segments to datanode, and stop datacoord
happens, datacoord's stop progress will stuck until syncing segment
finished.
This PR add ctx to syncing segment, which will failed if stopping
datacoord happens.
Signed-off-by: Wei Liu <wei.liu@zilliz.com>
issue: https://github.com/milvus-io/milvus/issues/36835
currently searching BM25 output field using IP will end up in an error
in segcore which is hard to understand. now returning error in query
node delegator and provide more useful error message
Signed-off-by: Buqian Zheng <zhengbuqian@gmail.com>
Related to #36887
Forward delete to L0 segment will return error and mark l0 segment
offline causing delegator unserviceable
Signed-off-by: Congqi Xia <congqi.xia@zilliz.com>
Start position & level info is missing for growing segment loaded in
watch dml channel operation.
Level is important for metrics and start position is crucial for growing
exclude logic.
Signed-off-by: Congqi Xia <congqi.xia@zilliz.com>
In quota center, ignore the "DB not found error" to prevent it from
affecting the rate limiting of other databases.
/kind improvement
---------
Signed-off-by: bigsheeper <yihao.dai@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>
issue: https://github.com/milvus-io/milvus/issues/35853
* BM25 Function now takes no params, k1, b should be passed via index
params
* support BM25 full text search when metric type is not present in
search request
* add more strict validation with functions at collection creation time
Signed-off-by: Buqian Zheng <zhengbuqian@gmail.com>
This PR splits sealed segment to chunked data to avoid unnecessary
memory copy and save memory usage when loading segments so that loading
can be accelerated.
To support rollback to previous version, we add an option
`multipleChunkedEnable` which is false by default.
Signed-off-by: sunby <sunbingyi1992@gmail.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>
issue: #35922
add an enable_tokenizer param to varchar field: must be set to true so
that a varchar field can enable_match or used as input of BM25 function
---------
Signed-off-by: Buqian Zheng <zhengbuqian@gmail.com>
See #36550
This PR made 2 changes:
1. Introducing a prioritization mechanism, if
`dataCoord.compaction.taskPrioritizer` is set to `level`, compaction
tasks are always executed as the priority of L0>Mix>Clustering
2. `dataCoord.compaction.maxParallelTaskNum` now controls the
parallelism of executing tasks, not the task number of queue +
executing.
---------
Signed-off-by: Ted Xu <ted.xu@zilliz.com>
1. Optimize import scheduling strategic:
a. Revise slot weights, calculating them based on the number of files
and segments for both import and pre-import tasks.
b. Ensure that the DN executes tasks in ascending order of task ID.
2. Add time cost metric and log.
issue: https://github.com/milvus-io/milvus/issues/36600,
https://github.com/milvus-io/milvus/issues/36518
---------
Signed-off-by: bigsheeper <yihao.dai@zilliz.com>
Directly add import segments from the meta, eliminating the dependency
on the segment manager.
issue: https://github.com/milvus-io/milvus/issues/34648
---------
Signed-off-by: bigsheeper <yihao.dai@zilliz.com>
issue: #36464
This PR enable balance on querynode with different mem capacity, for
query node which has more mem capactity will be assigned more records,
and query node with the largest difference between assignedScore and
currentScore will have a higher priority to carry the new segment.
Signed-off-by: Wei Liu <wei.liu@zilliz.com>
Previous label case broken by #36107, this PR make all inbound label
using label constants from metrics package.
Signed-off-by: Congqi Xia <congqi.xia@zilliz.com>
Native support for Google cloud storage using the Google Cloud Storage
libraries. Authentication is performed using GCS service account
credentials JSON.
Currently, Milvus supports Google Cloud Storage using S3-compatible APIs
via the AWS SDK. This approach has the following limitations:
1. Overhead: Translating requests between S3-compatible APIs and GCS can
introduce additional overhead.
2. Compatibility Limitations: Some features of the original S3 API may
not fully translate or work as expected with GCS.
To address these limitations, This enhancement is needed.
Related Issue: #36212
issue: #36490
After the query node changes from a delegator to a worker, proxy should
skip this querynode's health check.
Signed-off-by: Wei Liu <wei.liu@zilliz.com>
issue: #36488
when call TransferChannel/TransferSegment, querycoord will generate and
submit balance task to scheduler, if segment/channel's task already
exist in scheduler, submit task will failed.
to make TransferChannel/TransferSegment idempotent, we should skip to
submit if task already exist in scheduler.
Signed-off-by: Wei Liu <wei.liu@zilliz.com>
issue: #36536
query coord use `segmentTaskDeleta/channelTaskDelta` to measure the
executing workload for querynode in scheduler, and we maintains the
`segmentTaskDeleta/channelTaskDelta` by `scheulder.Add(task)` and
`scheduler.remove(task)`, but `scheduler.remove(task)` has been called
in unexpected way, which cause a wrong
`segmentTaskDeleta/channelTaskDelta` value and affect the segment assign
logic, causes segment unbalance.
This PR moves to compute the `segmentTaskDeleta/channelTaskDelta` when
access, to avoid the wrong value affect.
Signed-off-by: Wei Liu <wei.liu@zilliz.com>
Related to #36482
This PR reuses `SealedSegmentIDsRetrieved` field in `RetrieveResults`
struct to store segment id hint.
Signed-off-by: Congqi Xia <congqi.xia@zilliz.com>
issue: https://github.com/milvus-io/milvus/issues/36182
* improved `Column.h` to make the code much more readable and
maintainable, and added detailed comments.
* fixed an issue where `ArrayColumn::NumRows()` always returns 0 when
the mmap backing storage is a file.
* removed unused `ColumnBase` constructors and unnecessary members so we
don't get confused.
* Updated `test_chunk_cache.cpp` to make the tests parameterized: to
test both mmap enabled and disabled. Added sparse field in the test to
add coverage.
* re-enabled test `Sealed::GetSparseVectorFromChunkCache`.
* But 2 other disabled tests `Sealed::WarmupChunkCache` and
`Sealed::GetVectorFromChunkCache` remain disabled, there seems to be
errors. @bigsheeper PTAL.
---------
Signed-off-by: Buqian Zheng <zhengbuqian@gmail.com>
issue: #35821
After collection loaded, if we need to increase/decrease collection's
replica, we need to release and load it again.
milvus offers 4 solution to update loaded collection's replica, this PR
aims to dynamic change the replica number without release, and after
replica number changed, milvus will execute load replica or release
replica in async, and the replica loaded status can be checked by
getReplicas API.
Notice that if set too much replicas than querynode can afford，the new
replica won't be loaded successfully until enough querynode joins.
---------
Signed-off-by: Wei Liu <wei.liu@zilliz.com>
issue: #36426
the old constriant requires only segment on current target can be
balanced, which is wrong, and caused that segment can't be move out from
stopping node, if it's only exist in next target.
by design, stopping balance need to move out all segment on it by
balance task, thus the unfair old constriant should be removed.
Signed-off-by: Wei Liu <wei.liu@zilliz.com>
issue: #35859
This PR introduce two new param: toleranceFactor and checkRequestNum,
after every checkRequestNum request has been assigned, try to compute
querynode's workload score.
if the diff is less than the toleranceFactor, replica selection policy
will fallback to round_robin, which reduce the average cost to about
500ns.
if the diff is larger than the toleranceFactor, replica selection policy
will compute querynode's score to select the target node with smallest
score in every assigment.
---------
Signed-off-by: Wei Liu <wei.liu@zilliz.com>
#36252
remove no need type check. if users use null type writer to write
parquet, hope it successfully.
Signed-off-by: lixinguo <xinguo.li@zilliz.com>
Co-authored-by: lixinguo <xinguo.li@zilliz.com>
This PR introduce stats task for import:
1. Define new `Stats` and `IndexBuilding` states for importJob
2. Add new stats step to the import process: trigger the stats task and
wait for its completion
3. Abort stats task if import job failed
issue: https://github.com/milvus-io/milvus/issues/33744
---------
Signed-off-by: bigsheeper <yihao.dai@zilliz.com>
Flowgraph manager is not stopped durong datanode stopping procedure
which may lead to unexpect flowgraph behavior during/after datanode stop
progress.
---------
Signed-off-by: Congqi Xia <congqi.xia@zilliz.com>
issue: #36257
during syncTargetVersion, sealed segment should be excluded, to avoid
it's growing segment be conusmed from stream again.
Signed-off-by: Wei Liu <wei.liu@zilliz.com>
Related to #35996
For `Field Partial Load` feature, Milvus shall ignore index check for
non-loaded vector field.
Also, this PR unifies the logic of index check for load collection and
load partitions tasks.
Signed-off-by: Congqi Xia <congqi.xia@zilliz.com>
cqy123456
aoiasd
Ted Xu
SimFG
foxspy
smellthemoon
cai.zhang
wayblink
Chun Han
OxalisCu
congqixia
wei liu
Bingyi Sun
XuanYang-cn
Buqian Zheng
yihao.dai
Zhen Ye
sre-ci-robot
Min Tian
jaime
CharlesFeng
zhagnlu
Patrick Weizhi Xu
Rijin-N
sthuang
zhenshan.cao