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https://gitee.com/milvus-io/milvus.git
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3cd0b26285
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>
177 lines
5.9 KiB
Go
177 lines
5.9 KiB
Go
// Licensed to the LF AI & Data foundation under one
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// or more contributor license agreements. See the NOTICE file
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// distributed with this work for additional information
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// regarding copyright ownership. The ASF licenses this file
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// to you under the Apache License, Version 2.0 (the
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// "License"); you may not use this file except in compliance
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// with the License. You may obtain a copy of the License at
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//
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// http://www.apache.org/licenses/LICENSE-2.0
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//
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// Unless required by applicable law or agreed to in writing, software
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// distributed under the License is distributed on an "AS IS" BASIS,
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// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
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// See the License for the specific language governing permissions and
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// limitations under the License.
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package job
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import (
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"context"
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"github.com/samber/lo"
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"go.uber.org/zap"
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"github.com/milvus-io/milvus/internal/proto/querypb"
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"github.com/milvus-io/milvus/internal/querycoordv2/meta"
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"github.com/milvus-io/milvus/internal/querycoordv2/observers"
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"github.com/milvus-io/milvus/internal/querycoordv2/utils"
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"github.com/milvus-io/milvus/pkg/log"
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"github.com/milvus-io/milvus/pkg/util/merr"
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)
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type UpdateLoadConfigJob struct {
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*BaseJob
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collectionID int64
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newReplicaNumber int32
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newResourceGroups []string
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meta *meta.Meta
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targetMgr meta.TargetManagerInterface
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targetObserver *observers.TargetObserver
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collectionObserver *observers.CollectionObserver
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}
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func NewUpdateLoadConfigJob(ctx context.Context,
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req *querypb.UpdateLoadConfigRequest,
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meta *meta.Meta,
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targetMgr meta.TargetManagerInterface,
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targetObserver *observers.TargetObserver,
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collectionObserver *observers.CollectionObserver,
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) *UpdateLoadConfigJob {
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collectionID := req.GetCollectionIDs()[0]
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return &UpdateLoadConfigJob{
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BaseJob: NewBaseJob(ctx, req.Base.GetMsgID(), collectionID),
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meta: meta,
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targetMgr: targetMgr,
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targetObserver: targetObserver,
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collectionObserver: collectionObserver,
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collectionID: collectionID,
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newReplicaNumber: req.GetReplicaNumber(),
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newResourceGroups: req.GetResourceGroups(),
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}
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}
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func (job *UpdateLoadConfigJob) Execute() error {
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if !job.meta.CollectionManager.Exist(job.collectionID) {
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msg := "modify replica for unloaded collection is not supported"
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err := merr.WrapErrCollectionNotLoaded(msg)
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log.Warn(msg, zap.Error(err))
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return err
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}
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// 1. check replica parameters
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if job.newReplicaNumber == 0 {
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msg := "set replica number to 0 for loaded collection is not supported"
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err := merr.WrapErrParameterInvalidMsg(msg)
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log.Warn(msg, zap.Error(err))
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return err
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}
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if len(job.newResourceGroups) == 0 {
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job.newResourceGroups = []string{meta.DefaultResourceGroupName}
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}
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var err error
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// 2. reassign
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toSpawn, toTransfer, toRelease, err := utils.ReassignReplicaToRG(job.meta, job.collectionID, job.newReplicaNumber, job.newResourceGroups)
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if err != nil {
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log.Warn("failed to reassign replica", zap.Error(err))
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return err
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}
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log.Info("reassign replica",
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zap.Int64("collectionID", job.collectionID),
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zap.Int32("replicaNumber", job.newReplicaNumber),
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zap.Strings("resourceGroups", job.newResourceGroups),
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zap.Any("toSpawn", toSpawn),
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zap.Any("toTransfer", toTransfer),
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zap.Any("toRelease", toRelease))
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// 3. try to spawn new replica
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channels := job.targetMgr.GetDmChannelsByCollection(job.collectionID, meta.CurrentTargetFirst)
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newReplicas, spawnErr := job.meta.ReplicaManager.Spawn(job.collectionID, toSpawn, lo.Keys(channels))
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if spawnErr != nil {
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log.Warn("failed to spawn replica", zap.Error(spawnErr))
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err := spawnErr
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return err
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}
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defer func() {
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if err != nil {
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// roll back replica from meta
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replicaIDs := lo.Map(newReplicas, func(r *meta.Replica, _ int) int64 { return r.GetID() })
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err := job.meta.ReplicaManager.RemoveReplicas(job.collectionID, replicaIDs...)
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if err != nil {
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log.Warn("failed to remove replicas", zap.Int64s("replicaIDs", replicaIDs), zap.Error(err))
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}
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}
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}()
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// 4. try to transfer replicas
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replicaOldRG := make(map[int64]string)
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for rg, replicas := range toTransfer {
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collectionReplicas := lo.GroupBy(replicas, func(r *meta.Replica) int64 { return r.GetCollectionID() })
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for collectionID, replicas := range collectionReplicas {
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for _, replica := range replicas {
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replicaOldRG[replica.GetID()] = replica.GetResourceGroup()
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}
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if transferErr := job.meta.ReplicaManager.MoveReplica(rg, replicas); transferErr != nil {
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log.Warn("failed to transfer replica for collection", zap.Int64("collectionID", collectionID), zap.Error(transferErr))
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err = transferErr
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return err
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}
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}
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}
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defer func() {
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if err != nil {
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for _, replicas := range toTransfer {
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for _, replica := range replicas {
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oldRG := replicaOldRG[replica.GetID()]
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if replica.GetResourceGroup() != oldRG {
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if err := job.meta.ReplicaManager.TransferReplica(replica.GetID(), replica.GetResourceGroup(), oldRG, 1); err != nil {
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log.Warn("failed to roll back replicas", zap.Int64("replica", replica.GetID()), zap.Error(err))
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}
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}
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}
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}
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}
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}()
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// 5. remove replica from meta
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err = job.meta.ReplicaManager.RemoveReplicas(job.collectionID, toRelease...)
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if err != nil {
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log.Warn("failed to remove replicas", zap.Int64s("replicaIDs", toRelease), zap.Error(err))
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return err
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}
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// 6. recover node distribution among replicas
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utils.RecoverReplicaOfCollection(job.meta, job.collectionID)
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// 7. update replica number in meta
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err = job.meta.UpdateReplicaNumber(job.collectionID, job.newReplicaNumber)
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if err != nil {
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msg := "failed to update replica number"
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log.Warn(msg, zap.Error(err))
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return err
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}
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// 8. update next target, no need to rollback if pull target failed, target observer will pull target in periodically
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_, err = job.targetObserver.UpdateNextTarget(job.collectionID)
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if err != nil {
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msg := "failed to update next target"
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log.Warn(msg, zap.Error(err))
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}
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return nil
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}
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