未验证 提交 aa1c26de 编写于 作者: C congqixia 提交者: GitHub

Add ShardCluster implementation (#16360)

ShardCluster maintains shard replica meta information
It watches node & segment change events
Provides shard replica search/query services
Signed-off-by: NCongqi Xia <congqi.xia@zilliz.com>
上级 573eed5b
// distributed with this work for additional information
// regarding copyright ownership. The ASF licenses this file
// to you under the Apache License, Version 2.0 (the
// "License"); you may not use this file except in compliance
// with the License. You may obtain a copy of the License at
//
// http://www.apache.org/licenses/LICENSE-2.0
//
// Unless required by applicable law or agreed to in writing, software
// distributed under the License is distributed on an "AS IS" BASIS,
// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
// See the License for the specific language governing permissions and
// limitations under the License.
package querynode
import (
"context"
"fmt"
"sync"
"github.com/golang/protobuf/proto"
"github.com/milvus-io/milvus/internal/log"
"github.com/milvus-io/milvus/internal/proto/commonpb"
"github.com/milvus-io/milvus/internal/proto/internalpb"
"github.com/milvus-io/milvus/internal/proto/querypb"
"go.uber.org/atomic"
"go.uber.org/zap"
)
type shardClusterState int32
const (
available shardClusterState = 1
unavailable shardClusterState = 2
)
type nodeEventType int32
const (
nodeAdd nodeEventType = 1
nodeDel nodeEventType = 2
)
type segmentEventType int32
const (
segmentAdd segmentEventType = 1
segmentDel segmentEventType = 2
)
type segmentState int32
const (
segmentStateNone segmentState = 0
segmentStateOffline segmentState = 1
segmentStateLoading segmentState = 2
segmentStateLoaded segmentState = 3
)
type nodeEvent struct {
eventType nodeEventType
nodeID int64
nodeAddr string
}
type segmentEvent struct {
eventType segmentEventType
segmentID int64
nodeID int64
state segmentState
}
type shardQueryNode interface {
Search(context.Context, *querypb.SearchRequest) (*internalpb.SearchResults, error)
Query(context.Context, *querypb.QueryRequest) (*internalpb.RetrieveResults, error)
Stop()
}
type shardNode struct {
nodeID int64
nodeAddr string
client shardQueryNode
}
type shardSegmentInfo struct {
segmentID int64
nodeID int64
state segmentState
}
// ShardNodeDetector provides method to detect node events
type ShardNodeDetector interface {
watchNodes(collectionID int64, replicaID int64, vchannelName string) ([]nodeEvent, <-chan nodeEvent)
}
// ShardSegmentDetector provides method to detect segment events
type ShardSegmentDetector interface {
watchSegments(collectionID int64, replicaID int64, vchannelName string) ([]segmentEvent, <-chan segmentEvent)
}
// ShardNodeBuilder function type to build types.QueryNode from addr and id
type ShardNodeBuilder func(nodeID int64, addr string) shardQueryNode
// ShardCluster maintains the ShardCluster information and perform shard level operations
type ShardCluster struct {
state *atomic.Int32
collectionID int64
replicaID int64
vchannelName string
nodeDetector ShardNodeDetector
segmentDetector ShardSegmentDetector
nodeBuilder ShardNodeBuilder
mut sync.RWMutex
nodes map[int64]*shardNode // online nodes
segments map[int64]*shardSegmentInfo // shard segments
closeOnce sync.Once
closeCh chan struct{}
}
// NewShardCluster create a ShardCluster with provided information.
func NewShardCluster(collectionID int64, replicaID int64, vchannelName string,
nodeDetector ShardNodeDetector, segmentDetector ShardSegmentDetector, nodeBuilder ShardNodeBuilder) *ShardCluster {
sc := &ShardCluster{
state: atomic.NewInt32(int32(unavailable)),
collectionID: collectionID,
replicaID: replicaID,
vchannelName: vchannelName,
nodeDetector: nodeDetector,
segmentDetector: segmentDetector,
nodeBuilder: nodeBuilder,
nodes: make(map[int64]*shardNode),
segments: make(map[int64]*shardSegmentInfo),
closeCh: make(chan struct{}),
}
sc.init()
return sc
}
func (sc *ShardCluster) Close() {
sc.closeOnce.Do(func() {
sc.state.Store(int32(unavailable))
close(sc.closeCh)
})
}
// addNode add a node into cluster
func (sc *ShardCluster) addNode(evt nodeEvent) {
sc.mut.Lock()
defer sc.mut.Unlock()
oldNode, ok := sc.nodes[evt.nodeID]
if ok {
if oldNode.nodeAddr == evt.nodeAddr {
log.Warn("ShardCluster add same node, skip", zap.Int64("nodeID", evt.nodeID), zap.String("addr", evt.nodeAddr))
return
}
defer oldNode.client.Stop()
}
sc.nodes[evt.nodeID] = &shardNode{
nodeID: evt.nodeID,
nodeAddr: evt.nodeAddr,
client: sc.nodeBuilder(evt.nodeID, evt.nodeAddr),
}
}
// removeNode handles node offline and setup related segments
func (sc *ShardCluster) removeNode(evt nodeEvent) {
sc.mut.Lock()
defer sc.mut.Unlock()
old, ok := sc.nodes[evt.nodeID]
if !ok {
log.Warn("ShardCluster removeNode does not belong to it", zap.Int64("nodeID", evt.nodeID), zap.String("addr", evt.nodeAddr))
return
}
defer old.client.Stop()
delete(sc.nodes, evt.nodeID)
for _, segment := range sc.segments {
if segment.nodeID == evt.nodeID {
segment.state = segmentStateOffline
sc.state.Store(int32(unavailable))
}
}
}
// updateSegment apply segment change to shard cluster
func (sc *ShardCluster) updateSegment(evt segmentEvent) {
sc.mut.Lock()
defer sc.mut.Unlock()
old, ok := sc.segments[evt.segmentID]
if !ok { // newly add
sc.segments[evt.segmentID] = &shardSegmentInfo{
nodeID: evt.nodeID,
segmentID: evt.segmentID,
state: evt.state,
}
return
}
sc.transferSegment(old, evt)
}
// transferSegment apply segment state transition.
func (sc *ShardCluster) transferSegment(old *shardSegmentInfo, evt segmentEvent) {
switch old.state {
case segmentStateOffline: // safe to update nodeID and state
old.nodeID = evt.nodeID
old.state = evt.state
if evt.state == segmentStateLoaded {
sc.healthCheck()
}
case segmentStateLoading: // to Loaded only when nodeID equal
if evt.state == segmentStateLoaded && evt.nodeID != old.nodeID {
log.Warn("transferSegment to loaded failed, nodeID not match", zap.Int64("segmentID", evt.segmentID), zap.Int64("nodeID", old.nodeID), zap.Int64("evtNodeID", evt.nodeID))
return
}
old.nodeID = evt.nodeID
old.state = evt.state
if evt.state == segmentStateLoaded {
sc.healthCheck()
}
case segmentStateLoaded:
old.nodeID = evt.nodeID
old.state = evt.state
if evt.state != segmentStateLoaded {
sc.healthCheck()
}
}
}
// removeSegment removes segment from cluster
// should only applied in hand-off or load balance procedure
func (sc *ShardCluster) removeSegment(evt segmentEvent) {
sc.mut.Lock()
defer sc.mut.Unlock()
old, ok := sc.segments[evt.segmentID]
if !ok {
log.Warn("ShardCluster removeSegment does not belong to it", zap.Int64("nodeID", evt.nodeID), zap.Int64("segmentID", evt.segmentID))
return
}
if old.nodeID != evt.nodeID {
log.Warn("ShardCluster removeSegment found node not match", zap.Int64("segmentID", evt.segmentID), zap.Int64("nodeID", old.nodeID), zap.Int64("evtNodeID", evt.nodeID))
return
}
//TODO check handoff / load balance
delete(sc.segments, evt.segmentID)
}
// init list all nodes and semgent states ant start watching
func (sc *ShardCluster) init() {
// list nodes
nodes, nodeEvtCh := sc.nodeDetector.watchNodes(sc.collectionID, sc.replicaID, sc.vchannelName)
for _, node := range nodes {
sc.addNode(node)
}
go sc.watchNodes(nodeEvtCh)
// list segments
segments, segmentEvtCh := sc.segmentDetector.watchSegments(sc.collectionID, sc.replicaID, sc.vchannelName)
for _, segment := range segments {
sc.updateSegment(segment)
}
go sc.watchSegments(segmentEvtCh)
sc.healthCheck()
}
// healthCheck iterate all segments to to check cluster could provide service.
func (sc *ShardCluster) healthCheck() {
for _, segment := range sc.segments {
if segment.state != segmentStateLoaded { // TODO check hand-off or load balance
sc.state.Store(int32(unavailable))
return
}
}
sc.state.Store(int32(available))
}
// watchNodes handles node events.
func (sc *ShardCluster) watchNodes(evtCh <-chan nodeEvent) {
for {
select {
case evt, ok := <-evtCh:
if !ok {
log.Warn("ShardCluster node channel closed", zap.Int64("collectionID", sc.collectionID), zap.Int64("replicaID", sc.replicaID))
return
}
switch evt.eventType {
case nodeAdd:
sc.addNode(evt)
case nodeDel:
sc.removeNode(evt)
}
case <-sc.closeCh:
log.Info("ShardCluster watchNode quit", zap.Int64("collectionID", sc.collectionID), zap.Int64("replicaID", sc.replicaID), zap.String("vchannelName", sc.vchannelName))
return
}
}
}
// watchSegments handles segment events.
func (sc *ShardCluster) watchSegments(evtCh <-chan segmentEvent) {
for {
select {
case evt, ok := <-evtCh:
if !ok {
log.Warn("ShardCluster segment channel closed", zap.Int64("collectionID", sc.collectionID), zap.Int64("replicaID", sc.replicaID))
return
}
switch evt.eventType {
case segmentAdd:
sc.updateSegment(evt)
case segmentDel:
sc.removeSegment(evt)
}
case <-sc.closeCh:
log.Info("ShardCluster watchSegments quit", zap.Int64("collectionID", sc.collectionID), zap.Int64("replicaID", sc.replicaID), zap.String("vchannelName", sc.vchannelName))
return
}
}
}
// getNode returns shallow copy of shardNode
func (sc *ShardCluster) getNode(nodeID int64) (*shardNode, bool) {
sc.mut.RLock()
defer sc.mut.RUnlock()
node, ok := sc.nodes[nodeID]
if !ok {
return nil, false
}
return &shardNode{
nodeID: node.nodeID,
nodeAddr: node.nodeAddr,
client: node.client, // shallow copy
}, true
}
// getSegment returns copy of shardSegmentInfo
func (sc *ShardCluster) getSegment(segmentID int64) (*shardSegmentInfo, bool) {
sc.mut.RLock()
defer sc.mut.RUnlock()
segment, ok := sc.segments[segmentID]
if !ok {
return nil, false
}
return &shardSegmentInfo{
segmentID: segment.segmentID,
nodeID: segment.nodeID,
state: segment.state,
}, true
}
// segmentAllocations returns node to segments mappings.
func (sc *ShardCluster) segmentAllocations() map[int64][]int64 {
result := make(map[int64][]int64) // nodeID => segmentIDs
sc.mut.RLock()
defer sc.mut.RUnlock()
for _, segment := range sc.segments {
result[segment.nodeID] = append(result[segment.nodeID], segment.segmentID)
}
return result
}
// Search preforms search operation on shard cluster.
func (sc *ShardCluster) Search(ctx context.Context, req *querypb.SearchRequest) ([]*internalpb.SearchResults, error) {
if sc.state.Load() != int32(available) {
return nil, fmt.Errorf("SharcCluster for %s replicaID %d is no available", sc.vchannelName, sc.replicaID)
}
if sc.vchannelName != req.GetDmlChannel() {
return nil, fmt.Errorf("ShardCluster for %s does not match to request channel :%s", sc.vchannelName, req.GetDmlChannel())
}
// get node allocation
segAllocs := sc.segmentAllocations()
// TODO dispatch to local queryShardService query dml channel growing segments
// concurrent visiting nodes
var wg sync.WaitGroup
reqCtx, cancel := context.WithCancel(ctx)
defer cancel()
var err error
var resultMut sync.Mutex
results := make([]*internalpb.SearchResults, 0, len(segAllocs)+1) // count(nodes) + 1(growing)
for nodeID, segments := range segAllocs {
nodeReq := proto.Clone(req).(*querypb.SearchRequest)
nodeReq.DmlChannel = ""
nodeReq.SegmentIDs = segments
node, ok := sc.getNode(nodeID)
if !ok { // meta dismatch, report error
return nil, fmt.Errorf("SharcCluster for %s replicaID %d is no available", sc.vchannelName, sc.replicaID)
}
wg.Add(1)
go func() {
defer wg.Done()
partialResult, nodeErr := node.client.Search(reqCtx, nodeReq)
resultMut.Lock()
defer resultMut.Unlock()
if nodeErr != nil || partialResult.GetStatus().GetErrorCode() != commonpb.ErrorCode_Success {
cancel()
err = fmt.Errorf("Search %d failed, reason %s err %w", node.nodeID, partialResult.GetStatus().GetReason(), nodeErr)
return
}
results = append(results, partialResult)
}()
}
wg.Wait()
if err != nil {
return nil, err
}
return results, nil
}
// Query performs query operation on shard cluster.
func (sc *ShardCluster) Query(ctx context.Context, req *querypb.QueryRequest) ([]*internalpb.RetrieveResults, error) {
if sc.state.Load() != int32(available) {
return nil, fmt.Errorf("SharcCluster for %s replicaID %d is no available", sc.vchannelName, sc.replicaID)
}
// handles only the dml channel part, segment ids is dispatch by cluster itself
if sc.vchannelName != req.GetDmlChannel() {
return nil, fmt.Errorf("ShardCluster for %s does not match to request channel :%s", sc.vchannelName, req.GetDmlChannel())
}
// get node allocation
segAllocs := sc.segmentAllocations()
// TODO dispatch to local queryShardService query dml channel growing segments
// concurrent visiting nodes
var wg sync.WaitGroup
reqCtx, cancel := context.WithCancel(ctx)
defer cancel()
var err error
var resultMut sync.Mutex
results := make([]*internalpb.RetrieveResults, 0, len(segAllocs)+1) // count(nodes) + 1(growing)
for nodeID, segments := range segAllocs {
nodeReq := proto.Clone(req).(*querypb.QueryRequest)
nodeReq.DmlChannel = ""
nodeReq.SegmentIDs = segments
node, ok := sc.getNode(nodeID)
if !ok { // meta dismatch, report error
return nil, fmt.Errorf("SharcCluster for %s replicaID %d is no available", sc.vchannelName, sc.replicaID)
}
wg.Add(1)
go func() {
defer wg.Done()
partialResult, nodeErr := node.client.Query(reqCtx, nodeReq)
resultMut.Lock()
defer resultMut.Unlock()
if nodeErr != nil || partialResult.GetStatus().GetErrorCode() != commonpb.ErrorCode_Success {
cancel()
err = fmt.Errorf("Query %d failed, reason %s err %w", node.nodeID, partialResult.GetStatus().GetReason(), nodeErr)
return
}
results = append(results, partialResult)
}()
}
wg.Wait()
if err != nil {
return nil, err
}
return results, nil
}
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