mirror of
https://gitee.com/milvus-io/milvus.git
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431 lines
12 KiB
Go
431 lines
12 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 querycoord
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import (
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"context"
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"errors"
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"fmt"
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"math/rand"
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"path"
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"strconv"
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"sync"
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"github.com/milvus-io/milvus/internal/common"
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"github.com/milvus-io/milvus/internal/kv"
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minioKV "github.com/milvus-io/milvus/internal/kv/minio"
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"github.com/milvus-io/milvus/internal/log"
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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/indexpb"
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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/proxypb"
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"github.com/milvus-io/milvus/internal/proto/schemapb"
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"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/util/funcutil"
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)
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const (
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defaultCollectionID = UniqueID(2021)
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defaultPartitionID = UniqueID(2021)
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defaultSegmentID = UniqueID(2021)
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defaultQueryNodeID = int64(100)
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defaultChannelNum = 2
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defaultNumRowPerSegment = 1000
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)
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func genCollectionSchema(collectionID UniqueID, isBinary bool) *schemapb.CollectionSchema {
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var fieldVec schemapb.FieldSchema
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if isBinary {
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fieldVec = schemapb.FieldSchema{
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FieldID: UniqueID(101),
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Name: "vec",
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IsPrimaryKey: false,
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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: "128",
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},
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},
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IndexParams: []*commonpb.KeyValuePair{
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{
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Key: "metric_type",
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Value: "JACCARD",
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},
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},
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}
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} else {
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fieldVec = schemapb.FieldSchema{
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FieldID: UniqueID(101),
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Name: "vec",
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IsPrimaryKey: false,
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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: "16",
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},
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},
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IndexParams: []*commonpb.KeyValuePair{
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{
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Key: "metric_type",
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Value: "L2",
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},
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},
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}
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}
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return &schemapb.CollectionSchema{
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AutoID: true,
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Fields: []*schemapb.FieldSchema{
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{FieldID: 0, Name: "row_id", IsPrimaryKey: false, Description: "row_id", DataType: schemapb.DataType_Int64},
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{FieldID: 1, Name: "Ts", IsPrimaryKey: false, Description: "Ts", DataType: schemapb.DataType_Int64},
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{FieldID: 100, Name: "field_age", IsPrimaryKey: false, Description: "int64", DataType: schemapb.DataType_Int64},
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&fieldVec,
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},
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}
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}
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func genETCDCollectionMeta(collectionID UniqueID, isBinary bool) *etcdpb.CollectionMeta {
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schema := genCollectionSchema(collectionID, isBinary)
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collectionMeta := etcdpb.CollectionMeta{
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ID: collectionID,
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Schema: schema,
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CreateTime: Timestamp(0),
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PartitionIDs: []UniqueID{defaultPartitionID},
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}
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return &collectionMeta
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}
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func generateInsertBinLog(collectionID UniqueID, partitionID UniqueID, segmentID UniqueID, keyPrefix string, kv kv.BaseKV) (map[int64]string, error) {
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const (
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msgLength = 1000
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DIM = 16
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)
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idData := make([]int64, 0)
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for n := 0; n < msgLength; n++ {
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idData = append(idData, int64(n))
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}
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var timestamps []int64
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for n := 0; n < msgLength; n++ {
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timestamps = append(timestamps, int64(n+1))
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}
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var fieldAgeData []int64
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for n := 0; n < msgLength; n++ {
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fieldAgeData = append(fieldAgeData, int64(n))
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}
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fieldVecData := make([]float32, 0)
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for n := 0; n < msgLength; n++ {
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for i := 0; i < DIM; i++ {
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fieldVecData = append(fieldVecData, float32(n*i)*0.1)
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}
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}
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insertData := &storage.InsertData{
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Data: map[int64]storage.FieldData{
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0: &storage.Int64FieldData{
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NumRows: []int64{msgLength},
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Data: idData,
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},
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1: &storage.Int64FieldData{
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NumRows: []int64{msgLength},
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Data: timestamps,
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},
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100: &storage.Int64FieldData{
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NumRows: []int64{msgLength},
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Data: fieldAgeData,
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},
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101: &storage.FloatVectorFieldData{
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NumRows: []int64{msgLength},
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Data: fieldVecData,
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Dim: DIM,
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},
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},
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}
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// buffer data to binLogs
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collMeta := genETCDCollectionMeta(collectionID, false)
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inCodec := storage.NewInsertCodec(collMeta)
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binLogs, _, err := inCodec.Serialize(partitionID, segmentID, insertData)
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if err != nil {
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log.Debug("insert data serialize error")
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return nil, err
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}
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// binLogs -> minIO/S3
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segIDStr := strconv.FormatInt(segmentID, 10)
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keyPrefix = path.Join(keyPrefix, segIDStr)
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fieldID2Paths := make(map[int64]string)
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for _, blob := range binLogs {
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uid := rand.Int63n(100000000)
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path := path.Join(keyPrefix, blob.Key, strconv.FormatInt(uid, 10))
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err = kv.Save(path, string(blob.Value[:]))
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if err != nil {
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return nil, err
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}
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fieldID, err := strconv.Atoi(blob.Key)
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if err != nil {
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return nil, err
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}
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fieldID2Paths[int64(fieldID)] = path
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}
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return fieldID2Paths, nil
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}
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type rootCoordMock struct {
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types.RootCoord
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CollectionIDs []UniqueID
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Col2partition map[UniqueID][]UniqueID
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sync.RWMutex
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}
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func newRootCoordMock() *rootCoordMock {
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collectionIDs := make([]UniqueID, 0)
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col2partition := make(map[UniqueID][]UniqueID)
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return &rootCoordMock{
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CollectionIDs: collectionIDs,
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Col2partition: col2partition,
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}
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}
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func (rc *rootCoordMock) createCollection(collectionID UniqueID) {
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rc.Lock()
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defer rc.Unlock()
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if _, ok := rc.Col2partition[collectionID]; !ok {
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rc.CollectionIDs = append(rc.CollectionIDs, collectionID)
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partitionIDs := make([]UniqueID, 0)
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partitionIDs = append(partitionIDs, defaultPartitionID+1)
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rc.Col2partition[collectionID] = partitionIDs
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}
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}
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func (rc *rootCoordMock) createPartition(collectionID UniqueID, partitionID UniqueID) error {
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rc.Lock()
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defer rc.Unlock()
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if partitionIDs, ok := rc.Col2partition[collectionID]; ok {
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partitionExist := false
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for _, id := range partitionIDs {
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if id == partitionID {
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partitionExist = true
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break
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}
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}
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if !partitionExist {
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rc.Col2partition[collectionID] = append(rc.Col2partition[collectionID], partitionID)
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}
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return nil
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}
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return errors.New("collection not exist")
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}
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func (rc *rootCoordMock) CreatePartition(ctx context.Context, req *milvuspb.CreatePartitionRequest) (*commonpb.Status, error) {
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rc.createPartition(defaultCollectionID, defaultPartitionID)
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return &commonpb.Status{
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ErrorCode: commonpb.ErrorCode_Success,
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}, nil
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}
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func (rc *rootCoordMock) ShowPartitions(ctx context.Context, in *milvuspb.ShowPartitionsRequest) (*milvuspb.ShowPartitionsResponse, error) {
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collectionID := in.CollectionID
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status := &commonpb.Status{
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ErrorCode: commonpb.ErrorCode_Success,
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}
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if partitionIDs, ok := rc.Col2partition[collectionID]; ok {
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response := &milvuspb.ShowPartitionsResponse{
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Status: status,
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PartitionIDs: partitionIDs,
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}
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return response, nil
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}
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rc.createCollection(collectionID)
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return &milvuspb.ShowPartitionsResponse{
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Status: status,
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PartitionIDs: rc.Col2partition[collectionID],
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}, nil
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}
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func (rc *rootCoordMock) ReleaseDQLMessageStream(ctx context.Context, in *proxypb.ReleaseDQLMessageStreamRequest) (*commonpb.Status, error) {
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return &commonpb.Status{
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ErrorCode: commonpb.ErrorCode_Success,
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}, nil
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}
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func (rc *rootCoordMock) DescribeSegment(ctx context.Context, req *milvuspb.DescribeSegmentRequest) (*milvuspb.DescribeSegmentResponse, error) {
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return &milvuspb.DescribeSegmentResponse{
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Status: &commonpb.Status{
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ErrorCode: commonpb.ErrorCode_Success,
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},
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EnableIndex: true,
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}, nil
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}
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type dataCoordMock struct {
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types.DataCoord
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minioKV kv.BaseKV
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collections []UniqueID
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col2DmChannels map[UniqueID][]*datapb.VchannelInfo
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partitionID2Segment map[UniqueID][]UniqueID
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Segment2Binlog map[UniqueID]*datapb.SegmentBinlogs
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baseSegmentID UniqueID
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channelNumPerCol int
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}
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func newDataCoordMock(ctx context.Context) (*dataCoordMock, error) {
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collectionIDs := make([]UniqueID, 0)
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col2DmChannels := make(map[UniqueID][]*datapb.VchannelInfo)
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partitionID2Segments := make(map[UniqueID][]UniqueID)
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segment2Binglog := make(map[UniqueID]*datapb.SegmentBinlogs)
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// create minio client
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option := &minioKV.Option{
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Address: Params.MinioEndPoint,
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AccessKeyID: Params.MinioAccessKeyID,
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SecretAccessKeyID: Params.MinioSecretAccessKey,
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UseSSL: Params.MinioUseSSLStr,
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BucketName: Params.MinioBucketName,
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CreateBucket: true,
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}
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kv, err := minioKV.NewMinIOKV(ctx, option)
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if err != nil {
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return nil, err
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}
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return &dataCoordMock{
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minioKV: kv,
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collections: collectionIDs,
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col2DmChannels: col2DmChannels,
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partitionID2Segment: partitionID2Segments,
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Segment2Binlog: segment2Binglog,
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baseSegmentID: defaultSegmentID,
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channelNumPerCol: defaultChannelNum,
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}, nil
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}
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func (data *dataCoordMock) GetRecoveryInfo(ctx context.Context, req *datapb.GetRecoveryInfoRequest) (*datapb.GetRecoveryInfoResponse, error) {
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collectionID := req.CollectionID
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partitionID := req.PartitionID
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if _, ok := data.partitionID2Segment[partitionID]; !ok {
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segmentIDs := make([]UniqueID, 0)
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for i := 0; i < data.channelNumPerCol; i++ {
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segmentID := data.baseSegmentID
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if _, ok := data.Segment2Binlog[segmentID]; !ok {
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fieldID2Paths, err := generateInsertBinLog(collectionID, partitionID, segmentID, "queryCoorf-mockDataCoord", data.minioKV)
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if err != nil {
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return nil, err
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}
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fieldBinlogs := make([]*datapb.FieldBinlog, 0)
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for fieldID, path := range fieldID2Paths {
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fieldBinlog := &datapb.FieldBinlog{
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FieldID: fieldID,
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Binlogs: []string{path},
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}
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fieldBinlogs = append(fieldBinlogs, fieldBinlog)
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}
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segmentBinlog := &datapb.SegmentBinlogs{
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SegmentID: segmentID,
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FieldBinlogs: fieldBinlogs,
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NumOfRows: defaultNumRowPerSegment,
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}
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data.Segment2Binlog[segmentID] = segmentBinlog
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}
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segmentIDs = append(segmentIDs, segmentID)
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data.baseSegmentID++
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}
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data.partitionID2Segment[partitionID] = segmentIDs
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}
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if _, ok := data.col2DmChannels[collectionID]; !ok {
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channelInfos := make([]*datapb.VchannelInfo, 0)
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data.collections = append(data.collections, collectionID)
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collectionName := funcutil.RandomString(8)
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for i := int32(0); i < common.DefaultShardsNum; i++ {
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vChannel := fmt.Sprintf("Dml_%s_%d_%d_v", collectionName, collectionID, i)
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channelInfo := &datapb.VchannelInfo{
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CollectionID: collectionID,
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ChannelName: vChannel,
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SeekPosition: &internalpb.MsgPosition{
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ChannelName: vChannel,
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},
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}
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channelInfos = append(channelInfos, channelInfo)
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}
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data.col2DmChannels[collectionID] = channelInfos
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}
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binlogs := make([]*datapb.SegmentBinlogs, 0)
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for _, segmentID := range data.partitionID2Segment[partitionID] {
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if _, ok := data.Segment2Binlog[segmentID]; ok {
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binlogs = append(binlogs, data.Segment2Binlog[segmentID])
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}
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}
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return &datapb.GetRecoveryInfoResponse{
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Status: &commonpb.Status{
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ErrorCode: commonpb.ErrorCode_Success,
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},
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Channels: data.col2DmChannels[collectionID],
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Binlogs: binlogs,
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}, nil
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}
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type indexCoordMock struct {
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types.IndexCoord
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returnIndexFile bool
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}
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func newIndexCoordMock() *indexCoordMock {
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return &indexCoordMock{
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returnIndexFile: false,
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}
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}
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func (c *indexCoordMock) GetIndexFilePaths(ctx context.Context, req *indexpb.GetIndexFilePathsRequest) (*indexpb.GetIndexFilePathsResponse, error) {
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res := &indexpb.GetIndexFilePathsResponse{
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Status: &commonpb.Status{
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ErrorCode: commonpb.ErrorCode_Success,
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},
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}
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if c.returnIndexFile {
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indexPaths, _ := generateIndex(defaultSegmentID)
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indexPathInfo := &indexpb.IndexFilePathInfo{
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IndexFilePaths: indexPaths,
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}
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res.FilePaths = []*indexpb.IndexFilePathInfo{indexPathInfo}
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}
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return res, nil
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}
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