See also #37205
Previously releasing growing segments could be triggered by two
conditions:
- Sealed Segment with same id is loaded
- Segment start position is before target checkpoint ts
Which has a worst case that the corresponding sealed segment is
compacted and the checkpoint is pinned by a growing l0 segment.
This PR introduces a new rule that: a growing segment could be released
if the segment id appeared in current target dropped segment id list.
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>
issue: #37054
after querycoord restart, segment_checker may release segment by mistake
due to next target isn't ready yet.
This PR requires release segment must happens after next target is
ready.
Signed-off-by: Wei Liu <wei.liu@zilliz.com>
Relatedt #36887
DirectFoward streaming delete will cause memory usage explode if the
segments number was large. This PR add batching delete API and using it
for direct forward implementation.
Signed-off-by: Congqi Xia <congqi.xia@zilliz.com>
issue: #33550
cause wrong impl of UpdateCollectionNextTarget, if ReleaseCollection and
UpdateCollectionNextTarget happens at same time, the the released
partition's segment list may be add to target again, and delegator will
be marked as unserviceable due to lack of segment.
This PR fix the impl of UpdateCollectionNextTarget
Signed-off-by: Wei Liu <wei.liu@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>
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>
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: #36201
after querynode has been remove from replica, all dirty segment/channel
on it should be released.
Signed-off-by: Wei Liu <wei.liu@zilliz.com>
issue: #36064
when delegator has high memory usage, load l0 segment will failed. and
balance segment task will blocked by load segment task, then delegator
cann't free memory by moving out some segment, causes a logic dead lock.
this PR remove the limit for balance, we permit segment and balance
execute in parallel. which won't cause side effect due to:
1. one segment can only has one task in qc's scheduler, and load/release
task will replace balance task if necessary
2. balance speed has been limited, and it won't block load segment task.
3. if collection has load task and balance task at same time, load task
will be scheduled first due to high proirity.
---------
Signed-off-by: Wei Liu <wei.liu@zilliz.com>
issue: #33550
cause concurrent issue may occur between remove parition in target
manager and sync segment list to delegator. when it happens, some
segment may be released in delegator, and those segment may also be
synced to delegator, which cause delegator become unserviceable due to
lack of necessary segments, then search/query fails.
this PR make sure that all write access to target_manager will be
executed in serial to avoid the concurrent issues.
Signed-off-by: Wei Liu <wei.liu@zilliz.com>
issue: #35846
querycoord will notify proxy to update shard leader cache after
delegator location changes, but during querynode's failure recovery,
some delegator may become unserviceable due to lacking of segments, and
back to serviceable after segment loaded, so we also need to notify
proxy to invalidate shard leader cache when delegator serviceable state
changes.
This PR will maintain querynode's serviceable state during heartbeat,
and notify proxy to invalidate shard leader cache if serviceable state
changes.
Signed-off-by: Wei Liu <wei.liu@zilliz.com>
Related to #35415
This PR make querycoord report error when load request tries to update
load fields list, which is currently not supported.
Signed-off-by: Congqi Xia <congqi.xia@zilliz.com>
issue: #33744
This PR includes the following changes:
1. Added a new task type to the task scheduler in datacoord: stats task,
which sorts segments by primary key.
2. Implemented segment sorting in indexnode.
3. Added a new field `FieldStatsLog` to SegmentInfo to store token index
information.
---------
Signed-off-by: Cai Zhang <cai.zhang@zilliz.com>
issue: #34985#35493
after querynode has been suspended, it's not allow to load
segment/channel on it, which means the node is read only. to be
compatible with resource group design, after query node has been
suspend, we remove it from it's original resource group, make it a read
only query node in replica. then two things will happens:
1. it's original resource group will be lacking of query nodes, query
coord will assign new node to it.
2. querycoord will try to move out all segments/channels after querynode
has been suspended
Signed-off-by: Wei Liu <wei.liu@zilliz.com>
issue: #35170
This PR enable to set load configs in cluster level, such as replicas
and resource groups. then when load collections will use the load
config.
Signed-off-by: Wei Liu <wei.liu@zilliz.com>
before querycoord stop gracefully, we will save the current target to
meta store and recover it after querycoord start up, to speed the
querycoord's recovery time. but the target version hasn't been recovered
as expected, and it use latest timestamp as current target's version,
which has no effect to querycoord but an unnecessary syncTargetVersion
func call.
This PR recover the correct target version to avoid unnecessary
syncTargetVersion func call
Signed-off-by: Wei Liu <wei.liu@zilliz.com>
issue: #35087
after qc restarts, and target is not ready yet, if dist_handler try to
update segment dist, it will set legacy level to l0 segment, which may
cause l0 segment be moved to other node, cause search/query failed.
Signed-off-by: Wei Liu <wei.liu@zilliz.com>
issue: #34715
if collection's segment list doesn't changes anymore, then the next
target will be empty at most time, and balance segment will check
whether segment exist in both current and next target, so the balance
cloud be blocked due to next target is empty.
This PR permit segment to be moved if next target is empty, to avoid
balance stuck.
Signed-off-by: Wei Liu <wei.liu@zilliz.com>
See also #34746
This PR add segment level field in response of
`GetPersistentSegmentInfo` and `GetQuerySegmentInfo`
---------
Signed-off-by: Congqi Xia <congqi.xia@zilliz.com>
issue: #34798
after we remove the task priority on query coord, to avoid load/release
segment blocked by too much balance task, we limit the balance task size
in each round. at same time, we reduce the balance interval to trigger
balance more frequently.
Signed-off-by: Wei Liu <wei.liu@zilliz.com>
issue: #34595
pr#34596 to we add an overloaded factor to segment in delegator, which
cause same segment got different score in delegator and worker. which
may cause segment bounce between delegator and worker.
This PR use average score to compute the delegator overloaded factor, to
avoid segment bounce between delegator and worker.
---------
Signed-off-by: Wei Liu <wei.liu@zilliz.com>
issue: #34781
when balance segment hasn't finished yet, query coord may found 2 loaded
copy of segment, then it will generate task to deduplicate, which may
cancel the balance task. then the old copy has been released, and the
new copy hasn't be ready yet but canceled, then search failed by segment
lack.
this PR set deduplicate segment task's proirity to low, to avoid balance
segment task canceled by deduplicate task.
Signed-off-by: Wei Liu <wei.liu@zilliz.com>
issue: #34595
When consuming insert data on the delegator node, QueryCoord will move
out some sealed segments to manage its memory usage. After the growing
segment gets flushed, some sealed segments from other workers will be
moved back to the delegator node. To avoid the frequent movement of
segments, we estimate the maximum growing row count and preserve a
fixed-size memory in the delegator node.
---------
Signed-off-by: Wei Liu <wei.liu@zilliz.com>
See also #34234
`LoadPartitions` does not guarantee the current target has loading
partitions if there are some partitions already loaded before.
This PR check current target contains the partition to load when
advancing loading percentage to 100.
Signed-off-by: Congqi Xia <congqi.xia@zilliz.com>
try to update index for l0 segment, will failed by `index not found`
This PR skip update index for l0 segment
Signed-off-by: Wei Liu <wei.liu@zilliz.com>
issue: #34095
When a new query node comes online, the segment_checker,
channel_checker, and balance_checker simultaneously attempt to allocate
segments to it. If this occurs during the execution of a load task and
the distribution of the new query node hasn't been updated, the query
coordinator may mistakenly view the new query node as empty. As a
result, it assigns segments or channels to it, potentially overloading
the new query node with more segments or channels than expected.
This PR measures the workload of the executing tasks on the target query
node to prevent assigning an excessive number of segments to it.
---------
Signed-off-by: Wei Liu <wei.liu@zilliz.com>
when querycoord process segment task, it will try to iterate whole
segment list to checke whether segment is loaded, which cost too much
cpu if there has thousands of segments.
Signed-off-by: Wei Liu <wei.liu@zilliz.com>
issue: #30040
This PR introduce two database level props:
1. database.replica.number
2. database.resource_groups
User can set those two database props by AlterDatabase API, then can
load collection without specified replica_num and resource groups. then
it will use database level load param when try to load collections.
Signed-off-by: Wei Liu <wei.liu@zilliz.com>
issue: #32901
pr #32814 introduce the compatible issue, when upgrade to milvus latest,
the query coord may skip update dist due to the lastModifyTs doesn't
changes. but for old version querynode, the lastModifyTs in
GetDataDistritbuionResponse is always 0, which makes qc skip update
dist. then qc will keep retry the task to watch channel again and again.
this PR add compatible with old version querynode, when lastModifyTs is
0, qc will update it's data distribution.
Signed-off-by: Wei Liu <wei.liu@zilliz.com>
issue: #33200#33207
pr#33104 causes the offline node will be kept in resource group after qc
recover, and offline node will be assign to new replica as rwNode, then
request send to those node will fail by NodeNotFound.
Signed-off-by: Wei Liu <wei.liu@zilliz.com>
issue: #33200#33207
pr#33104 remove this logic by mistake, which cause the offline node will
be kept in replica after qc recover, and request send to offline qn will
go a NodeNotFound error.
Signed-off-by: Wei Liu <wei.liu@zilliz.com>
issue: #33103
when try to do stopping balance for stopping query node, balancer will
try to get node list from replica.GetNodes, then check whether node is
stopping, if so, stopping balance will be triggered for this replica.
after the replica refactor, replica.GetNodes only return rwNodes, and
the stopping node maintains in roNodes, so balancer couldn't find
replica which contains stopping node, and stopping balance for replica
won't be triggered, then query node will stuck forever due to
segment/channel doesn't move out.
---------
Signed-off-by: Wei Liu <wei.liu@zilliz.com>
issue: #33005
1. add `MemorySize` field for insert binlog.
2. `LogSize` means the file size in the storage object.
3. `MemorySize` means the size of the data in the memory.
---------
Signed-off-by: Cai Zhang <cai.zhang@zilliz.com>
Signed-off-by: cai.zhang <cai.zhang@zilliz.com>
issue: #32910
see also: #32911
when channel exclusive mode is enabled, replica will record channel node
info in meta store, and if the balance policy changes, which means
channel exclusive mode is disabled, we should clean up the channel node
info in meta store, and stop to balance node between channels.
Signed-off-by: Wei Liu <wei.liu@zilliz.com>
issue: #32206, #32801
- search failure with some assertion, segment not loaded and resource
insufficient.
- segment leak when query segments
---------
Signed-off-by: chyezh <chyezh@outlook.com>
issue: #32910
* split replica's node list to channels when create replicas
* balance nodes among channels when node change happens
* implement channel level balance, let balance happens in channel level
Signed-off-by: Wei Liu <wei.liu@zilliz.com>
issue: #32901
Cause release segment request need be send to delegator, but it need
replica to info find segment's delegator. but the stopping query node
will be marked as read only in replica, then `replica.Contains()` just
return true for rwNode in replica. then it can't get replica info by
stopping query node and release segment will be blocked.
This PR make `replica.Contains()` return true for both roNode and
rwNode.
Signed-off-by: Wei Liu <wei.liu@zilliz.com>
See also #32165
In old `GetResourceGroupByCollection` implementation, it iterates all
replicas to match collection id, which is slow and CPU time consuming.
This PR make it utilize the coll2Replicas mapping by calling
`GetByCollection` and mapping replicas into resource group.
Signed-off-by: Congqi Xia <congqi.xia@zilliz.com>
Signed-off-by: Congqi Xia <congqi.xia@zilliz.com>
See also #32165
Cache channel name to channel info to avoid iteration over channel
results when updating leader view version.
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>
issue: #32449
to avoid GetShardLeaders return empty node list, this PR add node list
check in both client side and server side.
Signed-off-by: Wei Liu <wei.liu@zilliz.com>
related to #32165
1. for all the manager, support collection level index
2. remove collection level filter to avoid extra cpu usage when
collection number increases
Signed-off-by: xiaofanluan <xiaofan.luan@zilliz.com>
issue: #30647
- Remove error report if there's no query node serve. It's hard for
programer to use it to do resource management.
- Change resource group `transferNode` logic to keep compatible with old
version sdk.
---------
Signed-off-by: chyezh <chyezh@outlook.com>
See also #32165
Add segment dist and leader view filter criterion struct to store
frequent filter conditions.
Add collection/channel filter results for these two meta
---------
Signed-off-by: Congqi Xia <congqi.xia@zilliz.com>
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