mirror of
https://gitee.com/milvus-io/milvus.git
synced 2024-12-01 03:18:29 +08:00
817 lines
20 KiB
Go
817 lines
20 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 datanode
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import (
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"bytes"
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"context"
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"encoding/binary"
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"errors"
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"math"
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"math/rand"
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"sync"
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"time"
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"go.uber.org/zap"
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etcdkv "github.com/milvus-io/milvus/internal/kv/etcd"
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"github.com/milvus-io/milvus/internal/log"
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"github.com/milvus-io/milvus/internal/msgstream"
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s "github.com/milvus-io/milvus/internal/storage"
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"github.com/milvus-io/milvus/internal/types"
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"github.com/milvus-io/milvus/internal/common"
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"github.com/milvus-io/milvus/internal/proto/commonpb"
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"github.com/milvus-io/milvus/internal/proto/datapb"
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"github.com/milvus-io/milvus/internal/proto/etcdpb"
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"github.com/milvus-io/milvus/internal/proto/internalpb"
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"github.com/milvus-io/milvus/internal/proto/milvuspb"
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"github.com/milvus-io/milvus/internal/proto/rootcoordpb"
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"github.com/milvus-io/milvus/internal/proto/schemapb"
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)
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const ctxTimeInMillisecond = 5000
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const debug = false
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var emptyFlushAndDropFunc flushAndDropFunc = func(_ []*segmentFlushPack) {}
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func newIDLEDataNodeMock(ctx context.Context) *DataNode {
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msFactory := msgstream.NewPmsFactory()
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node := NewDataNode(ctx, msFactory)
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rc := &RootCoordFactory{
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ID: 0,
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collectionID: 1,
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collectionName: "collection-1",
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}
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node.rootCoord = rc
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ds := &DataCoordFactory{}
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node.dataCoord = ds
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return node
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}
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func newHEALTHDataNodeMock(dmChannelName string) *DataNode {
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var ctx context.Context
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if debug {
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ctx = context.Background()
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} else {
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var cancel context.CancelFunc
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d := time.Now().Add(ctxTimeInMillisecond * time.Millisecond)
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ctx, cancel = context.WithDeadline(context.Background(), d)
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go func() {
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<-ctx.Done()
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cancel()
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}()
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}
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msFactory := msgstream.NewPmsFactory()
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node := NewDataNode(ctx, msFactory)
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ms := &RootCoordFactory{
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ID: 0,
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collectionID: 1,
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collectionName: "collection-1",
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}
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node.rootCoord = ms
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ds := &DataCoordFactory{}
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node.dataCoord = ds
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return node
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}
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func makeNewChannelNames(names []string, suffix string) []string {
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var ret []string
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for _, name := range names {
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ret = append(ret, name+suffix)
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}
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return ret
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}
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func clearEtcd(rootPath string) error {
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etcdKV, err := etcdkv.NewEtcdKV(Params.DataNodeCfg.EtcdEndpoints, rootPath)
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if err != nil {
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return err
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}
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err = etcdKV.RemoveWithPrefix("writer/segment")
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if err != nil {
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return err
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}
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_, _, err = etcdKV.LoadWithPrefix("writer/segment")
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if err != nil {
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return err
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}
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log.Debug("Clear ETCD with prefix writer/segment ")
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err = etcdKV.RemoveWithPrefix("writer/ddl")
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if err != nil {
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return err
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}
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_, _, err = etcdKV.LoadWithPrefix("writer/ddl")
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if err != nil {
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return err
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}
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log.Debug("Clear ETCD with prefix writer/ddl")
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return nil
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}
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type MetaFactory struct {
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}
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func NewMetaFactory() *MetaFactory {
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return &MetaFactory{}
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}
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type DataFactory struct {
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rawData []byte
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}
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type RootCoordFactory struct {
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types.RootCoord
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ID UniqueID
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collectionName string
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collectionID UniqueID
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}
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type DataCoordFactory struct {
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types.DataCoord
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SaveBinlogPathError bool
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SaveBinlogPathNotSuccess bool
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CompleteCompactionError bool
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CompleteCompactionNotSuccess bool
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DropVirtualChannelError bool
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DropVirtualChannelNotSuccess bool
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}
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func (ds *DataCoordFactory) CompleteCompaction(ctx context.Context, req *datapb.CompactionResult) (*commonpb.Status, error) {
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if ds.CompleteCompactionError {
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return nil, errors.New("Error")
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}
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if ds.CompleteCompactionNotSuccess {
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return &commonpb.Status{ErrorCode: commonpb.ErrorCode_UnexpectedError}, nil
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}
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return &commonpb.Status{ErrorCode: commonpb.ErrorCode_Success}, nil
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}
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func (ds *DataCoordFactory) SaveBinlogPaths(ctx context.Context, req *datapb.SaveBinlogPathsRequest) (*commonpb.Status, error) {
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if ds.SaveBinlogPathError {
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return nil, errors.New("Error")
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}
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if ds.SaveBinlogPathNotSuccess {
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return &commonpb.Status{ErrorCode: commonpb.ErrorCode_UnexpectedError}, nil
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}
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return &commonpb.Status{ErrorCode: commonpb.ErrorCode_Success}, nil
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}
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func (ds *DataCoordFactory) DropVirtualChannel(ctx context.Context, req *datapb.DropVirtualChannelRequest) (*datapb.DropVirtualChannelResponse, error) {
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if ds.DropVirtualChannelError {
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return nil, errors.New("error")
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}
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if ds.DropVirtualChannelNotSuccess {
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return &datapb.DropVirtualChannelResponse{
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Status: &commonpb.Status{
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ErrorCode: commonpb.ErrorCode_UnexpectedError,
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},
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}, nil
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}
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return &datapb.DropVirtualChannelResponse{
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Status: &commonpb.Status{
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ErrorCode: commonpb.ErrorCode_Success,
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},
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}, nil
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}
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func (mf *MetaFactory) GetCollectionMeta(collectionID UniqueID, collectionName string) *etcdpb.CollectionMeta {
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sch := schemapb.CollectionSchema{
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Name: collectionName,
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Description: "test collection by meta factory",
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AutoID: true,
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Fields: []*schemapb.FieldSchema{
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{
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FieldID: 0,
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Name: "RowID",
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Description: "RowID field",
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DataType: schemapb.DataType_Int64,
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TypeParams: []*commonpb.KeyValuePair{
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{
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Key: "f0_tk1",
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Value: "f0_tv1",
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},
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},
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},
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{
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FieldID: 1,
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Name: "Timestamp",
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Description: "Timestamp field",
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DataType: schemapb.DataType_Int64,
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TypeParams: []*commonpb.KeyValuePair{
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{
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Key: "f1_tk1",
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Value: "f1_tv1",
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},
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},
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},
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{
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FieldID: 100,
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Name: "float_vector_field",
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Description: "field 100",
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DataType: schemapb.DataType_FloatVector,
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TypeParams: []*commonpb.KeyValuePair{
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{
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Key: "dim",
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Value: "2",
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},
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},
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IndexParams: []*commonpb.KeyValuePair{
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{
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Key: "indexkey",
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Value: "indexvalue",
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},
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},
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},
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{
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FieldID: 101,
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Name: "binary_vector_field",
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Description: "field 101",
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DataType: schemapb.DataType_BinaryVector,
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TypeParams: []*commonpb.KeyValuePair{
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{
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Key: "dim",
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Value: "32",
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},
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},
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IndexParams: []*commonpb.KeyValuePair{
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{
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Key: "indexkey",
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Value: "indexvalue",
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},
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},
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},
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{
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FieldID: 102,
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Name: "bool_field",
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Description: "field 102",
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DataType: schemapb.DataType_Bool,
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TypeParams: []*commonpb.KeyValuePair{},
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IndexParams: []*commonpb.KeyValuePair{},
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},
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{
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FieldID: 103,
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Name: "int8_field",
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Description: "field 103",
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DataType: schemapb.DataType_Int8,
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TypeParams: []*commonpb.KeyValuePair{},
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IndexParams: []*commonpb.KeyValuePair{},
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},
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{
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FieldID: 104,
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Name: "int16_field",
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Description: "field 104",
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DataType: schemapb.DataType_Int16,
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TypeParams: []*commonpb.KeyValuePair{},
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IndexParams: []*commonpb.KeyValuePair{},
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},
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{
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FieldID: 105,
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Name: "int32_field",
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Description: "field 105",
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DataType: schemapb.DataType_Int32,
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TypeParams: []*commonpb.KeyValuePair{},
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IndexParams: []*commonpb.KeyValuePair{},
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},
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{
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FieldID: 106,
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Name: "int64_field",
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Description: "field 106",
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DataType: schemapb.DataType_Int64,
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TypeParams: []*commonpb.KeyValuePair{},
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IndexParams: []*commonpb.KeyValuePair{},
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IsPrimaryKey: true,
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},
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{
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FieldID: 107,
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Name: "float32_field",
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Description: "field 107",
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DataType: schemapb.DataType_Float,
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TypeParams: []*commonpb.KeyValuePair{},
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IndexParams: []*commonpb.KeyValuePair{},
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},
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{
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FieldID: 108,
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Name: "float64_field",
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Description: "field 108",
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DataType: schemapb.DataType_Double,
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TypeParams: []*commonpb.KeyValuePair{},
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IndexParams: []*commonpb.KeyValuePair{},
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},
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},
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}
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collection := etcdpb.CollectionMeta{
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ID: collectionID,
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Schema: &sch,
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CreateTime: Timestamp(1),
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SegmentIDs: make([]UniqueID, 0),
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PartitionIDs: []UniqueID{0},
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}
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return &collection
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}
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func NewDataFactory() *DataFactory {
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return &DataFactory{rawData: GenRowData()}
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}
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func GenRowData() (rawData []byte) {
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const DIM = 2
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const N = 1
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// Float vector
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var fvector = [DIM]float32{1, 2}
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for _, ele := range fvector {
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buf := make([]byte, 4)
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common.Endian.PutUint32(buf, math.Float32bits(ele))
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rawData = append(rawData, buf...)
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}
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// Binary vector
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// Dimension of binary vector is 32
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// size := 4, = 32 / 8
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var bvector = []byte{255, 255, 255, 0}
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rawData = append(rawData, bvector...)
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// Bool
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var fieldBool = true
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buf := new(bytes.Buffer)
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if err := binary.Write(buf, common.Endian, fieldBool); err != nil {
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panic(err)
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}
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rawData = append(rawData, buf.Bytes()...)
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// int8
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var dataInt8 int8 = 100
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bint8 := new(bytes.Buffer)
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if err := binary.Write(bint8, common.Endian, dataInt8); err != nil {
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panic(err)
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}
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rawData = append(rawData, bint8.Bytes()...)
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// int16
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var dataInt16 int16 = 200
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bint16 := new(bytes.Buffer)
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if err := binary.Write(bint16, common.Endian, dataInt16); err != nil {
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panic(err)
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}
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rawData = append(rawData, bint16.Bytes()...)
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// int32
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var dataInt32 int32 = 300
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bint32 := new(bytes.Buffer)
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if err := binary.Write(bint32, common.Endian, dataInt32); err != nil {
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panic(err)
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}
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rawData = append(rawData, bint32.Bytes()...)
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// int64
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var dataInt64 int64 = 400
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bint64 := new(bytes.Buffer)
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if err := binary.Write(bint64, common.Endian, dataInt64); err != nil {
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panic(err)
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}
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rawData = append(rawData, bint64.Bytes()...)
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// float32
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var datafloat float32 = 1.1
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bfloat32 := new(bytes.Buffer)
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if err := binary.Write(bfloat32, common.Endian, datafloat); err != nil {
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panic(err)
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}
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rawData = append(rawData, bfloat32.Bytes()...)
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// float64
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var datafloat64 = 2.2
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bfloat64 := new(bytes.Buffer)
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if err := binary.Write(bfloat64, common.Endian, datafloat64); err != nil {
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panic(err)
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}
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rawData = append(rawData, bfloat64.Bytes()...)
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log.Debug("Rawdata length:", zap.Int("Length of rawData", len(rawData)))
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return
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}
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func (df *DataFactory) GenMsgStreamInsertMsg(idx int, chanName string) *msgstream.InsertMsg {
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var msg = &msgstream.InsertMsg{
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BaseMsg: msgstream.BaseMsg{
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HashValues: []uint32{uint32(idx)},
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},
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InsertRequest: internalpb.InsertRequest{
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Base: &commonpb.MsgBase{
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MsgType: commonpb.MsgType_Insert,
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MsgID: 0,
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Timestamp: Timestamp(idx + 1000),
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SourceID: 0,
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},
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CollectionName: "col1",
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PartitionName: "default",
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SegmentID: 1,
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CollectionID: UniqueID(0),
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ShardName: chanName,
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Timestamps: []Timestamp{Timestamp(idx + 1000)},
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RowIDs: []UniqueID{UniqueID(idx)},
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RowData: []*commonpb.Blob{{Value: df.rawData}},
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},
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}
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return msg
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}
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func (df *DataFactory) GetMsgStreamTsInsertMsgs(n int, chanName string) (inMsgs []msgstream.TsMsg) {
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for i := 0; i < n; i++ {
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var msg = df.GenMsgStreamInsertMsg(i, chanName)
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var tsMsg msgstream.TsMsg = msg
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inMsgs = append(inMsgs, tsMsg)
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}
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return
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}
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func (df *DataFactory) GetMsgStreamInsertMsgs(n int) (msgs []*msgstream.InsertMsg) {
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for i := 0; i < n; i++ {
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var msg = df.GenMsgStreamInsertMsg(i, "")
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msgs = append(msgs, msg)
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}
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return
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}
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func (df *DataFactory) GenMsgStreamDeleteMsg(pks []int64, chanName string) *msgstream.DeleteMsg {
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idx := 100
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timestamps := make([]Timestamp, len(pks))
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for i := 0; i < len(pks); i++ {
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timestamps[i] = Timestamp(i) + 1000
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}
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var msg = &msgstream.DeleteMsg{
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BaseMsg: msgstream.BaseMsg{
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HashValues: []uint32{uint32(idx)},
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},
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DeleteRequest: internalpb.DeleteRequest{
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Base: &commonpb.MsgBase{
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MsgType: commonpb.MsgType_Delete,
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MsgID: 0,
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Timestamp: Timestamp(idx + 1000),
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SourceID: 0,
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},
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CollectionName: "col1",
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PartitionName: "default",
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ShardName: chanName,
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PrimaryKeys: pks,
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Timestamps: timestamps,
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},
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}
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return msg
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}
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func genFlowGraphInsertMsg(chanName string) flowGraphMsg {
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timeRange := TimeRange{
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timestampMin: 0,
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timestampMax: math.MaxUint64,
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}
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startPos := []*internalpb.MsgPosition{
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{
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ChannelName: chanName,
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MsgID: make([]byte, 0),
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Timestamp: 0,
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},
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}
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var fgMsg = &flowGraphMsg{
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insertMessages: make([]*msgstream.InsertMsg, 0),
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timeRange: TimeRange{
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timestampMin: timeRange.timestampMin,
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timestampMax: timeRange.timestampMax,
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},
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startPositions: startPos,
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endPositions: startPos,
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}
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dataFactory := NewDataFactory()
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fgMsg.insertMessages = append(fgMsg.insertMessages, dataFactory.GetMsgStreamInsertMsgs(2)...)
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return *fgMsg
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}
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func genFlowGraphDeleteMsg(pks []int64, chanName string) flowGraphMsg {
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timeRange := TimeRange{
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timestampMin: 0,
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timestampMax: math.MaxUint64,
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}
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startPos := []*internalpb.MsgPosition{
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{
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ChannelName: chanName,
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MsgID: make([]byte, 0),
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Timestamp: 0,
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},
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}
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var fgMsg = &flowGraphMsg{
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insertMessages: make([]*msgstream.InsertMsg, 0),
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timeRange: TimeRange{
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timestampMin: timeRange.timestampMin,
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timestampMax: timeRange.timestampMax,
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},
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startPositions: startPos,
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endPositions: startPos,
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}
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dataFactory := NewDataFactory()
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fgMsg.deleteMessages = append(fgMsg.deleteMessages, dataFactory.GenMsgStreamDeleteMsg(pks, chanName))
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return *fgMsg
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}
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|
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type AllocatorFactory struct {
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sync.Mutex
|
|
r *rand.Rand
|
|
isvalid bool
|
|
random bool
|
|
errAllocBatch bool
|
|
}
|
|
|
|
var _ allocatorInterface = &AllocatorFactory{}
|
|
|
|
func NewAllocatorFactory(id ...UniqueID) *AllocatorFactory {
|
|
f := &AllocatorFactory{
|
|
r: rand.New(rand.NewSource(time.Now().UnixNano())),
|
|
isvalid: len(id) == 0 || (len(id) > 0 && id[0] > 0),
|
|
}
|
|
return f
|
|
}
|
|
|
|
func (alloc *AllocatorFactory) allocID() (UniqueID, error) {
|
|
alloc.Lock()
|
|
defer alloc.Unlock()
|
|
|
|
if !alloc.isvalid {
|
|
return -1, errors.New("allocID error")
|
|
}
|
|
|
|
if alloc.random {
|
|
return alloc.r.Int63n(10000), nil
|
|
}
|
|
|
|
return 19530, nil
|
|
}
|
|
|
|
func (alloc *AllocatorFactory) allocIDBatch(count uint32) (UniqueID, uint32, error) {
|
|
if count == 0 || alloc.errAllocBatch {
|
|
return 0, 0, errors.New("count should be greater than zero")
|
|
}
|
|
|
|
start, err := alloc.allocID()
|
|
return start, count, err
|
|
}
|
|
|
|
func (alloc *AllocatorFactory) genKey(ids ...UniqueID) (string, error) {
|
|
idx, err := alloc.allocID()
|
|
if err != nil {
|
|
return "", err
|
|
}
|
|
ids = append(ids, idx)
|
|
return JoinIDPath(ids...), nil
|
|
}
|
|
|
|
// If id == 0, AllocID will return not successful status
|
|
// If id == -1, AllocID will return err
|
|
func (m *RootCoordFactory) setID(id UniqueID) {
|
|
m.ID = id // GOOSE TODO: random ID generator
|
|
}
|
|
|
|
func (m *RootCoordFactory) setCollectionID(id UniqueID) {
|
|
m.collectionID = id
|
|
}
|
|
|
|
func (m *RootCoordFactory) setCollectionName(name string) {
|
|
m.collectionName = name
|
|
}
|
|
|
|
func (m *RootCoordFactory) AllocID(ctx context.Context, in *rootcoordpb.AllocIDRequest) (*rootcoordpb.AllocIDResponse, error) {
|
|
resp := &rootcoordpb.AllocIDResponse{
|
|
Status: &commonpb.Status{
|
|
ErrorCode: commonpb.ErrorCode_UnexpectedError,
|
|
}}
|
|
|
|
if m.ID == 0 {
|
|
resp.Status.Reason = "Zero ID"
|
|
return resp, nil
|
|
}
|
|
|
|
if m.ID == -1 {
|
|
resp.Status.ErrorCode = commonpb.ErrorCode_Success
|
|
return resp, errors.New(resp.Status.GetReason())
|
|
}
|
|
|
|
resp.ID = m.ID
|
|
resp.Count = in.GetCount()
|
|
resp.Status.ErrorCode = commonpb.ErrorCode_Success
|
|
return resp, nil
|
|
}
|
|
|
|
func (m *RootCoordFactory) AllocTimestamp(ctx context.Context, in *rootcoordpb.AllocTimestampRequest) (*rootcoordpb.AllocTimestampResponse, error) {
|
|
resp := &rootcoordpb.AllocTimestampResponse{
|
|
Status: &commonpb.Status{},
|
|
Timestamp: 1000,
|
|
}
|
|
return resp, nil
|
|
}
|
|
|
|
func (m *RootCoordFactory) ShowCollections(ctx context.Context, in *milvuspb.ShowCollectionsRequest) (*milvuspb.ShowCollectionsResponse, error) {
|
|
resp := &milvuspb.ShowCollectionsResponse{
|
|
Status: &commonpb.Status{},
|
|
CollectionNames: []string{m.collectionName},
|
|
}
|
|
return resp, nil
|
|
|
|
}
|
|
|
|
func (m *RootCoordFactory) DescribeCollection(ctx context.Context, in *milvuspb.DescribeCollectionRequest) (*milvuspb.DescribeCollectionResponse, error) {
|
|
f := MetaFactory{}
|
|
meta := f.GetCollectionMeta(m.collectionID, m.collectionName)
|
|
resp := &milvuspb.DescribeCollectionResponse{
|
|
Status: &commonpb.Status{
|
|
ErrorCode: commonpb.ErrorCode_UnexpectedError,
|
|
},
|
|
}
|
|
|
|
if m.collectionID == -2 {
|
|
resp.Status.Reason = "Status not success"
|
|
return resp, nil
|
|
}
|
|
|
|
if m.collectionID == -1 {
|
|
resp.Status.ErrorCode = commonpb.ErrorCode_Success
|
|
return resp, errors.New(resp.Status.GetReason())
|
|
}
|
|
|
|
resp.CollectionID = m.collectionID
|
|
resp.Schema = meta.Schema
|
|
resp.Status.ErrorCode = commonpb.ErrorCode_Success
|
|
return resp, nil
|
|
}
|
|
|
|
func (m *RootCoordFactory) GetComponentStates(ctx context.Context) (*internalpb.ComponentStates, error) {
|
|
return &internalpb.ComponentStates{
|
|
State: &internalpb.ComponentInfo{},
|
|
SubcomponentStates: make([]*internalpb.ComponentInfo, 0),
|
|
Status: &commonpb.Status{
|
|
ErrorCode: commonpb.ErrorCode_Success,
|
|
},
|
|
}, nil
|
|
}
|
|
|
|
// FailMessageStreamFactory mock MessageStreamFactory failure
|
|
type FailMessageStreamFactory struct {
|
|
msgstream.Factory
|
|
}
|
|
|
|
func (f *FailMessageStreamFactory) NewMsgStream(ctx context.Context) (msgstream.MsgStream, error) {
|
|
return nil, errors.New("mocked failure")
|
|
}
|
|
|
|
func (f *FailMessageStreamFactory) NewTtMsgStream(ctx context.Context) (msgstream.MsgStream, error) {
|
|
return nil, errors.New("mocked failure")
|
|
}
|
|
|
|
func genInsertDataWithPKs(PKs [2]int64) *InsertData {
|
|
iD := genInsertData()
|
|
iD.Data[106].(*s.Int64FieldData).Data = PKs[:]
|
|
|
|
return iD
|
|
}
|
|
|
|
func genInsertData() *InsertData {
|
|
return &InsertData{
|
|
Data: map[int64]s.FieldData{
|
|
0: &s.Int64FieldData{
|
|
NumRows: []int64{2},
|
|
Data: []int64{11, 22},
|
|
},
|
|
1: &s.Int64FieldData{
|
|
NumRows: []int64{2},
|
|
Data: []int64{3, 4},
|
|
},
|
|
100: &s.FloatVectorFieldData{
|
|
NumRows: []int64{2},
|
|
Data: []float32{1.0, 6.0, 7.0, 8.0},
|
|
Dim: 2,
|
|
},
|
|
101: &s.BinaryVectorFieldData{
|
|
NumRows: []int64{2},
|
|
Data: []byte{0, 255, 255, 255, 128, 128, 128, 0},
|
|
Dim: 32,
|
|
},
|
|
102: &s.BoolFieldData{
|
|
NumRows: []int64{2},
|
|
Data: []bool{true, false},
|
|
},
|
|
103: &s.Int8FieldData{
|
|
NumRows: []int64{2},
|
|
Data: []int8{5, 6},
|
|
},
|
|
104: &s.Int16FieldData{
|
|
NumRows: []int64{2},
|
|
Data: []int16{7, 8},
|
|
},
|
|
105: &s.Int32FieldData{
|
|
NumRows: []int64{2},
|
|
Data: []int32{9, 10},
|
|
},
|
|
106: &s.Int64FieldData{
|
|
NumRows: []int64{2},
|
|
Data: []int64{1, 2},
|
|
},
|
|
107: &s.FloatFieldData{
|
|
NumRows: []int64{2},
|
|
Data: []float32{2.333, 2.334},
|
|
},
|
|
108: &s.DoubleFieldData{
|
|
NumRows: []int64{2},
|
|
Data: []float64{3.333, 3.334},
|
|
},
|
|
}}
|
|
}
|
|
|
|
func genEmptyInsertData() *InsertData {
|
|
return &InsertData{
|
|
Data: map[int64]s.FieldData{
|
|
0: &s.Int64FieldData{
|
|
NumRows: []int64{0},
|
|
Data: []int64{},
|
|
},
|
|
1: &s.Int64FieldData{
|
|
NumRows: []int64{0},
|
|
Data: []int64{},
|
|
},
|
|
100: &s.FloatVectorFieldData{
|
|
NumRows: []int64{0},
|
|
Data: []float32{},
|
|
Dim: 2,
|
|
},
|
|
101: &s.BinaryVectorFieldData{
|
|
NumRows: []int64{0},
|
|
Data: []byte{},
|
|
Dim: 32,
|
|
},
|
|
102: &s.BoolFieldData{
|
|
NumRows: []int64{0},
|
|
Data: []bool{},
|
|
},
|
|
103: &s.Int8FieldData{
|
|
NumRows: []int64{0},
|
|
Data: []int8{},
|
|
},
|
|
104: &s.Int16FieldData{
|
|
NumRows: []int64{0},
|
|
Data: []int16{},
|
|
},
|
|
105: &s.Int32FieldData{
|
|
NumRows: []int64{0},
|
|
Data: []int32{},
|
|
},
|
|
106: &s.Int64FieldData{
|
|
NumRows: []int64{0},
|
|
Data: []int64{},
|
|
},
|
|
107: &s.FloatFieldData{
|
|
NumRows: []int64{0},
|
|
Data: []float32{},
|
|
},
|
|
108: &s.DoubleFieldData{
|
|
NumRows: []int64{0},
|
|
Data: []float64{},
|
|
},
|
|
}}
|
|
}
|