milvus/internal/indexcoord/node_manager.go
cai.zhang 342200ce13
Estimate the memory size of the index before building the index (#12973)
Signed-off-by: Cai.Zhang <cai.zhang@zilliz.com>
2021-12-09 14:19:40 +08:00

174 lines
5.0 KiB
Go

// Licensed to the LF AI & Data foundation under one
// or more contributor license agreements. See the NOTICE file
// 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 indexcoord
import (
"context"
"sync"
"github.com/milvus-io/milvus/internal/util/metricsinfo"
"github.com/milvus-io/milvus/internal/proto/milvuspb"
grpcindexnodeclient "github.com/milvus-io/milvus/internal/distributed/indexnode/client"
"github.com/milvus-io/milvus/internal/log"
"github.com/milvus-io/milvus/internal/types"
"go.uber.org/zap"
)
// NodeManager is used by IndexCoord to manage the client of IndexNode.
type NodeManager struct {
nodeClients map[UniqueID]types.IndexNode
pq *PriorityQueue
lock sync.RWMutex
}
// NewNodeManager is used to create a new NodeManager.
func NewNodeManager() *NodeManager {
return &NodeManager{
nodeClients: make(map[UniqueID]types.IndexNode),
pq: &PriorityQueue{
policy: PeekClientV1,
},
lock: sync.RWMutex{},
}
}
func (nm *NodeManager) setClient(nodeID UniqueID, client types.IndexNode) error {
req, err := metricsinfo.ConstructRequestByMetricType(metricsinfo.SystemInfoMetrics)
if err != nil {
log.Error("create metrics request failed", zap.Error(err))
return err
}
metrics, err := client.GetMetrics(context.Background(), req)
if err != nil {
log.Error("get indexnode metrics failed", zap.Error(err))
return err
}
infos := &metricsinfo.IndexNodeInfos{}
err = metricsinfo.UnmarshalComponentInfos(metrics.Response, infos)
if err != nil {
log.Error("get indexnode metrics info failed", zap.Error(err))
return err
}
nm.lock.Lock()
defer nm.lock.Unlock()
log.Debug("IndexCoord NodeManager setClient", zap.Int64("nodeID", nodeID))
defer log.Debug("IndexNode NodeManager setclient success", zap.Any("nodeID", nodeID))
item := &PQItem{
key: nodeID,
priority: 0,
weight: 0,
totalMem: infos.HardwareInfos.Memory,
}
nm.nodeClients[nodeID] = client
nm.pq.Push(item)
return nil
}
// RemoveNode removes the unused client of IndexNode.
func (nm *NodeManager) RemoveNode(nodeID UniqueID) {
nm.lock.Lock()
defer nm.lock.Unlock()
log.Debug("IndexCoord", zap.Any("Remove node with ID", nodeID))
delete(nm.nodeClients, nodeID)
nm.pq.Remove(nodeID)
}
// AddNode adds the client of IndexNode.
func (nm *NodeManager) AddNode(nodeID UniqueID, address string) error {
log.Debug("IndexCoord addNode", zap.Any("nodeID", nodeID), zap.Any("node address", address))
if nm.pq.CheckExist(nodeID) {
log.Warn("IndexCoord", zap.Any("Node client already exist with ID:", nodeID))
return nil
}
nodeClient, err := grpcindexnodeclient.NewClient(context.TODO(), address)
if err != nil {
log.Error("IndexCoord NodeManager", zap.Any("Add node err", err))
return err
}
err = nodeClient.Init()
if err != nil {
log.Error("IndexCoord NodeManager", zap.Any("Add node err", err))
return err
}
return nm.setClient(nodeID, nodeClient)
}
// PeekClient peeks the client with the least load.
func (nm *NodeManager) PeekClient(meta Meta) (UniqueID, types.IndexNode) {
nm.lock.Lock()
defer nm.lock.Unlock()
log.Debug("IndexCoord NodeManager PeekClient")
dim, err := getDimension(meta.indexMeta.Req)
if err != nil {
log.Error(err.Error())
return UniqueID(-1), nil
}
indexSize, err := estimateIndexSize(dim, meta.indexMeta.Req.NumRows, meta.indexMeta.Req.FieldSchema.DataType)
if err != nil {
log.Warn(err.Error())
return UniqueID(-1), nil
}
nodeID := nm.pq.Peek(indexSize, meta.indexMeta.Req.IndexParams, meta.indexMeta.Req.TypeParams)
client, ok := nm.nodeClients[nodeID]
if !ok {
log.Error("IndexCoord NodeManager PeekClient", zap.Any("There is no IndexNode client corresponding to NodeID", nodeID))
return nodeID, nil
}
log.Debug("IndexCoord NodeManager PeekClient ", zap.Int64("node", nodeID))
return nodeID, client
}
func (nm *NodeManager) ListNode() []UniqueID {
nm.lock.Lock()
defer nm.lock.Unlock()
clients := []UniqueID{}
for id := range nm.nodeClients {
clients = append(clients, id)
}
return clients
}
type indexNodeGetMetricsResponse struct {
resp *milvuspb.GetMetricsResponse
err error
}
func (nm *NodeManager) getMetrics(ctx context.Context, req *milvuspb.GetMetricsRequest) []indexNodeGetMetricsResponse {
nm.lock.RLock()
defer nm.lock.RUnlock()
ret := make([]indexNodeGetMetricsResponse, 0, len(nm.nodeClients))
for _, node := range nm.nodeClients {
resp, err := node.GetMetrics(ctx, req)
ret = append(ret, indexNodeGetMetricsResponse{
resp: resp,
err: err,
})
}
return ret
}