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https://gitee.com/milvus-io/milvus.git
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0907d76253
issue: #29892 Pass optional scalar IVF offsets to Cardinal Signed-off-by: Patrick Weizhi Xu <weizhi.xu@zilliz.com>
325 lines
9.7 KiB
Go
325 lines
9.7 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 indexnode
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import (
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"context"
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"testing"
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"github.com/apache/arrow/go/v12/arrow"
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"github.com/apache/arrow/go/v12/arrow/array"
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"github.com/apache/arrow/go/v12/arrow/memory"
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"github.com/stretchr/testify/suite"
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"github.com/milvus-io/milvus-proto/go-api/v2/commonpb"
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"github.com/milvus-io/milvus-proto/go-api/v2/schemapb"
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milvus_storage "github.com/milvus-io/milvus-storage/go/storage"
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"github.com/milvus-io/milvus-storage/go/storage/options"
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"github.com/milvus-io/milvus-storage/go/storage/schema"
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"github.com/milvus-io/milvus/internal/proto/indexpb"
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"github.com/milvus-io/milvus/internal/util/dependency"
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"github.com/milvus-io/milvus/internal/util/typeutil"
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"github.com/milvus-io/milvus/pkg/common"
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"github.com/milvus-io/milvus/pkg/util/metric"
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"github.com/milvus-io/milvus/pkg/util/paramtable"
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"github.com/milvus-io/milvus/pkg/util/timerecord"
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)
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// import (
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// "context"
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// "github.com/cockroachdb/errors"
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// "math/rand"
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// "path"
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// "strconv"
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// "testing"
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// "github.com/milvus-io/milvus/internal/kv"
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// "github.com/golang/protobuf/proto"
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// etcdkv "github.com/milvus-io/milvus/internal/kv/etcd"
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// "github.com/milvus-io/milvus-proto/go-api/v2/commonpb"
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// "github.com/milvus-io/milvus/internal/proto/indexpb"
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// "github.com/milvus-io/milvus/internal/storage"
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// "github.com/milvus-io/milvus/pkg/util/etcd"
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// "github.com/milvus-io/milvus/pkg/util/timerecord"
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// "github.com/stretchr/testify/assert"
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// )
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// func TestIndexBuildTask_saveIndexMeta(t *testing.T) {
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// Params.Init()
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// etcdCli, err := etcd.GetEtcdClient(&Params.EtcdCfg)
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// assert.NoError(t, err)
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// assert.NotNil(t, etcdCli)
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// etcdKV := etcdkv.NewEtcdKV(etcdCli, Params.EtcdCfg.MetaRootPath)
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// assert.NotNil(t, etcdKV)
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// indexBuildID := rand.Int63()
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// indexMeta := &indexpb.IndexMeta{
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// IndexBuildID: indexBuildID,
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// State: commonpb.IndexState_InProgress,
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// NodeID: 1,
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// IndexVersion: 1,
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// }
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// metaPath := path.Join("indexes", strconv.FormatInt(indexMeta.IndexBuildID, 10))
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// metaValue, err := proto.Marshal(indexMeta)
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// assert.NoError(t, err)
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// err = etcdKV.Save(metaPath, string(metaValue))
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// assert.NoError(t, err)
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// indexBuildTask := &IndexBuildTask{
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// BaseTask: BaseTask{
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// internalErr: errors.New("internal err"),
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// },
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// etcdKV: etcdKV,
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// req: &indexpb.CreateIndexRequest{
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// IndexBuildID: indexBuildID,
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// Version: 1,
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// MetaPath: metaPath,
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// },
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// tr: &timerecord.TimeRecorder{},
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// }
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// err = indexBuildTask.saveIndexMeta(context.Background())
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// assert.NoError(t, err)
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// indexMeta2, _, err := indexBuildTask.loadIndexMeta(context.Background())
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// assert.NoError(t, err)
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// assert.NotNil(t, indexMeta2)
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// assert.Equal(t, commonpb.IndexState_Unissued, indexMeta2.State)
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// err = etcdKV.Remove(metaPath)
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// assert.NoError(t, err)
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// }
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// type mockChunkManager struct {
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// storage.ChunkManager
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// read func(key string) ([]byte, error)
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// }
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// func (mcm *mockChunkManager) Read(key string) ([]byte, error) {
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// return mcm.read(key)
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// }
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// func TestIndexBuildTask_Execute(t *testing.T) {
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// t.Run("task retry", func(t *testing.T) {
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// indexTask := &IndexBuildTask{
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// cm: &mockChunkManager{
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// read: func(key string) ([]byte, error) {
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// return nil, errors.New("error occurred")
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// },
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// },
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// req: &indexpb.CreateIndexRequest{
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// IndexBuildID: 1,
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// DataPaths: []string{"path1", "path2"},
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// },
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// }
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// err := indexTask.Execute(context.Background())
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// assert.Error(t, err)
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// assert.Equal(t, TaskStateRetry, indexTask.state)
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// })
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// t.Run("task failed", func(t *testing.T) {
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// indexTask := &IndexBuildTask{
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// cm: &mockChunkManager{
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// read: func(key string) ([]byte, error) {
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// return nil, ErrNoSuchKey
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// },
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// },
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// req: &indexpb.CreateIndexRequest{
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// IndexBuildID: 1,
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// DataPaths: []string{"path1", "path2"},
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// },
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// }
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// err := indexTask.Execute(context.Background())
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// assert.ErrorIs(t, err, ErrNoSuchKey)
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// assert.Equal(t, TaskStateFailed, indexTask.state)
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// })
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// }
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// type mockETCDKV struct {
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// kv.MetaKv
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// loadWithPrefix2 func(key string) ([]string, []string, []int64, error)
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// }
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// func TestIndexBuildTask_loadIndexMeta(t *testing.T) {
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// t.Run("load empty meta", func(t *testing.T) {
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// indexTask := &IndexBuildTask{
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// etcdKV: &mockETCDKV{
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// loadWithPrefix2: func(key string) ([]string, []string, []int64, error) {
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// return []string{}, []string{}, []int64{}, nil
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// },
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// },
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// req: &indexpb.CreateIndexRequest{
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// IndexBuildID: 1,
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// DataPaths: []string{"path1", "path2"},
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// },
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// }
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// indexMeta, revision, err := indexTask.loadIndexMeta(context.Background())
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// assert.NoError(t, err)
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// assert.Equal(t, int64(0), revision)
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// assert.Equal(t, TaskStateAbandon, indexTask.GetState())
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// indexTask.updateTaskState(indexMeta, nil)
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// assert.Equal(t, TaskStateAbandon, indexTask.GetState())
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// })
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// }
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// func TestIndexBuildTask_saveIndex(t *testing.T) {
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// t.Run("save index failed", func(t *testing.T) {
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// indexTask := &IndexBuildTask{
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// etcdKV: &mockETCDKV{
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// loadWithPrefix2: func(key string) ([]string, []string, []int64, error) {
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// return []string{}, []string{}, []int64{}, errors.New("error")
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// },
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// },
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// partitionID: 1,
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// segmentID: 1,
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// req: &indexpb.CreateIndexRequest{
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// IndexBuildID: 1,
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// DataPaths: []string{"path1", "path2"},
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// Version: 1,
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// },
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// }
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// blobs := []*storage.Blob{
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// {
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// Key: "key1",
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// Value: []byte("value1"),
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// },
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// {
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// Key: "key2",
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// Value: []byte("value2"),
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// },
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// }
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// err := indexTask.saveIndex(context.Background(), blobs)
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// assert.Error(t, err)
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// })
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// }
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type IndexBuildTaskV2Suite struct {
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suite.Suite
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schema *schemapb.CollectionSchema
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arrowSchema *arrow.Schema
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space *milvus_storage.Space
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}
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func (suite *IndexBuildTaskV2Suite) SetupSuite() {
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paramtable.Init()
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}
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func (suite *IndexBuildTaskV2Suite) SetupTest() {
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suite.schema = &schemapb.CollectionSchema{
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Name: "test",
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Description: "test",
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AutoID: false,
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Fields: []*schemapb.FieldSchema{
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{FieldID: 1, Name: "pk", DataType: schemapb.DataType_Int64, IsPrimaryKey: true},
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{FieldID: 2, Name: "ts", DataType: schemapb.DataType_Int64},
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{FieldID: 3, Name: "vec", DataType: schemapb.DataType_FloatVector, TypeParams: []*commonpb.KeyValuePair{{Key: "dim", Value: "1"}}},
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},
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}
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var err error
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suite.arrowSchema, err = typeutil.ConvertToArrowSchema(suite.schema.Fields)
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suite.NoError(err)
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tmpDir := suite.T().TempDir()
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opt := options.NewSpaceOptionBuilder().
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SetSchema(schema.NewSchema(
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suite.arrowSchema,
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&schema.SchemaOptions{
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PrimaryColumn: "pk",
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VectorColumn: "vec",
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VersionColumn: "ts",
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})).
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Build()
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suite.space, err = milvus_storage.Open("file://"+tmpDir, opt)
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suite.NoError(err)
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b := array.NewRecordBuilder(memory.DefaultAllocator, suite.arrowSchema)
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defer b.Release()
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b.Field(0).(*array.Int64Builder).AppendValues([]int64{1}, nil)
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b.Field(1).(*array.Int64Builder).AppendValues([]int64{1}, nil)
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fb := b.Field(2).(*array.FixedSizeBinaryBuilder)
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fb.Reserve(1)
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fb.Append([]byte{1, 2, 3, 4})
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rec := b.NewRecord()
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defer rec.Release()
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reader, err := array.NewRecordReader(suite.arrowSchema, []arrow.Record{rec})
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suite.NoError(err)
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err = suite.space.Write(reader, &options.DefaultWriteOptions)
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suite.NoError(err)
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}
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func (suite *IndexBuildTaskV2Suite) TestBuildIndex() {
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req := &indexpb.CreateJobRequest{
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BuildID: 1,
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IndexVersion: 1,
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IndexID: 0,
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IndexName: "",
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IndexParams: []*commonpb.KeyValuePair{{Key: common.IndexTypeKey, Value: "FLAT"}, {Key: common.MetricTypeKey, Value: metric.L2}, {Key: common.DimKey, Value: "1"}},
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TypeParams: []*commonpb.KeyValuePair{{Key: "dim", Value: "1"}},
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NumRows: 10,
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StorageConfig: &indexpb.StorageConfig{
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RootPath: "/tmp/milvus/data",
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StorageType: "local",
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},
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CollectionID: 1,
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PartitionID: 1,
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SegmentID: 1,
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FieldID: 3,
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FieldName: "vec",
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FieldType: schemapb.DataType_FloatVector,
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StorePath: "file://" + suite.space.Path(),
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StoreVersion: suite.space.GetCurrentVersion(),
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IndexStorePath: "file://" + suite.space.Path(),
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Dim: 4,
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OptionalScalarFields: []*indexpb.OptionalFieldInfo{
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{FieldID: 1, FieldName: "pk", FieldType: 5, DataIds: []int64{0}},
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},
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}
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task := &indexBuildTaskV2{
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indexBuildTask: &indexBuildTask{
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ident: "test",
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ctx: context.Background(),
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BuildID: req.GetBuildID(),
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ClusterID: req.GetClusterID(),
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req: req,
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tr: timerecord.NewTimeRecorder("test"),
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node: NewIndexNode(context.Background(), dependency.NewDefaultFactory(true)),
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},
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}
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var err error
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err = task.Prepare(context.Background())
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suite.NoError(err)
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err = task.BuildIndex(context.Background())
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suite.NoError(err)
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err = task.SaveIndexFiles(context.Background())
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suite.NoError(err)
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}
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func TestIndexBuildTaskV2Suite(t *testing.T) {
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suite.Run(t, new(IndexBuildTaskV2Suite))
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}
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