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1336 lines
44 KiB
Go
1336 lines
44 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 proxy
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import (
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"context"
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"fmt"
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"strings"
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"github.com/cockroachdb/errors"
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"github.com/milvus-io/milvus-proto/go-api/v3/commonpb"
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"github.com/milvus-io/milvus-proto/go-api/v3/milvuspb"
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"github.com/milvus-io/milvus-proto/go-api/v3/schemapb"
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"github.com/milvus-io/milvus/internal/types"
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"github.com/milvus-io/milvus/internal/util/indexparamcheck"
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"github.com/milvus-io/milvus/internal/util/vecindexmgr"
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"github.com/milvus-io/milvus/pkg/v3/common"
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"github.com/milvus-io/milvus/pkg/v3/mlog"
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"github.com/milvus-io/milvus/pkg/v3/proto/indexpb"
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"github.com/milvus-io/milvus/pkg/v3/util/commonpbutil"
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"github.com/milvus-io/milvus/pkg/v3/util/funcutil"
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"github.com/milvus-io/milvus/pkg/v3/util/indexparams"
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"github.com/milvus-io/milvus/pkg/v3/util/merr"
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"github.com/milvus-io/milvus/pkg/v3/util/metric"
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"github.com/milvus-io/milvus/pkg/v3/util/paramtable"
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"github.com/milvus-io/milvus/pkg/v3/util/typeutil"
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)
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const (
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CreateIndexTaskName = "CreateIndexTask"
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AlterIndexTaskName = "AlterIndexTask"
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DescribeIndexTaskName = "DescribeIndexTask"
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DropIndexTaskName = "DropIndexTask"
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GetIndexStateTaskName = "GetIndexStateTask"
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GetIndexBuildProgressTaskName = "GetIndexBuildProgressTask"
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AutoIndexName = common.AutoIndexName
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DimKey = common.DimKey
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IsSparseKey = common.IsSparseKey
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RefineTypeKey = "refine_type"
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)
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// mapVectorMetricToEmbListMetric maps element-level vector metrics to EmbList-level metrics for ArrayOfVector.
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// Autoindex configs use element-level metrics (e.g., IP, L2, COSINE), but ArrayOfVector fields
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// require EmbList metrics (e.g., MaxSimIP, MaxSimL2, MaxSimCosine).
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func mapVectorMetricToEmbListMetric(metricType string) string {
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switch strings.ToUpper(metricType) {
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case strings.ToUpper(metric.COSINE):
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return metric.MaxSimCosine
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case strings.ToUpper(metric.L2):
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return metric.MaxSimL2
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case strings.ToUpper(metric.IP):
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return metric.MaxSimIP
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case strings.ToUpper(metric.HAMMING):
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return metric.MaxSimHamming
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case strings.ToUpper(metric.JACCARD):
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return metric.MaxSimJaccard
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default:
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return metricType
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}
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}
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// adjustAutoIndexParamsByDataType adjusts autoindex params based on vector data type
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// If data_type is bf16 and refine_type is fp16/fp32, adjust to BF16
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// If data_type is fp16 and refine_type is bf16/fp32, adjust to FP16
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// Other refine_type values (e.g., sq8) are not modified
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func adjustAutoIndexParamsByDataType(config map[string]string, dataType schemapb.DataType) map[string]string {
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if config == nil {
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return config
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}
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refineType, hasRefine := config[RefineTypeKey]
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if !hasRefine {
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return config
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}
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refineTypeLower := strings.ToLower(refineType)
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var requiredRefineType string
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switch dataType {
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case schemapb.DataType_Float16Vector:
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// fp16 data requires fp16 refine, adjust if refine_type is bf16/fp32
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if refineTypeLower == "bf16" || refineTypeLower == "fp32" {
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requiredRefineType = "FP16"
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}
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case schemapb.DataType_BFloat16Vector:
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// bf16 data requires bf16 refine, adjust if refine_type is fp16/fp32
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if refineTypeLower == "fp16" || refineTypeLower == "fp32" {
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requiredRefineType = "BF16"
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}
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}
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if requiredRefineType == "" {
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return config
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}
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adjusted := make(map[string]string, len(config))
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for k, v := range config {
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adjusted[k] = v
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}
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adjusted[RefineTypeKey] = requiredRefineType
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return adjusted
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}
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func getDenseFloatAutoIndexParams(collectionProperties []*commonpb.KeyValuePair) map[string]string {
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// autoindex is enabled only for cloud instance.
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// and large_topk query mode is set in collection properties.
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// we will use large_topk index params for dense float vector index when these two conditions are met.
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if Params.AutoIndexConfig.Enable.GetAsBool() && common.IsQueryModeLargeTopK(collectionProperties...) {
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return Params.AutoIndexConfig.LargeTopKIndexParams.GetAsJSONMap()
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}
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return Params.AutoIndexConfig.IndexParams.GetAsJSONMap()
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}
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type createIndexTask struct {
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baseTask
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Condition
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req *milvuspb.CreateIndexRequest
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ctx context.Context
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mixCoord types.MixCoordClient
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result *commonpb.Status
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isAutoIndex bool
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newIndexParams []*commonpb.KeyValuePair
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newTypeParams []*commonpb.KeyValuePair
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newExtraParams []*commonpb.KeyValuePair
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collectionID UniqueID
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functionSchema *schemapb.FunctionSchema
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fieldSchema *schemapb.FieldSchema
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userAutoIndexMetricTypeSpecified bool
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collectionProperties []*commonpb.KeyValuePair
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}
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func (cit *createIndexTask) TraceCtx() context.Context {
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return cit.ctx
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}
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func (cit *createIndexTask) ID() UniqueID {
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return cit.req.GetBase().GetMsgID()
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}
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func (cit *createIndexTask) SetID(uid UniqueID) {
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cit.req.GetBase().MsgID = uid
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}
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func (cit *createIndexTask) Name() string {
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return CreateIndexTaskName
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}
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func (cit *createIndexTask) Type() commonpb.MsgType {
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return cit.req.GetBase().GetMsgType()
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}
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func (cit *createIndexTask) BeginTs() Timestamp {
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return cit.req.GetBase().GetTimestamp()
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}
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func (cit *createIndexTask) EndTs() Timestamp {
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return cit.req.GetBase().GetTimestamp()
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}
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func (cit *createIndexTask) SetTs(ts Timestamp) {
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cit.req.Base.Timestamp = ts
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}
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func (cit *createIndexTask) OnEnqueue() error {
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if cit.req.Base == nil {
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cit.req.Base = commonpbutil.NewMsgBase()
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}
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cit.req.Base.MsgType = commonpb.MsgType_CreateIndex
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cit.req.Base.SourceID = paramtable.GetNodeID()
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return nil
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}
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func wrapUserIndexParams(metricType string) []*commonpb.KeyValuePair {
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return []*commonpb.KeyValuePair{
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{
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Key: common.IndexTypeKey,
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Value: AutoIndexName,
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},
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{
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Key: common.MetricTypeKey,
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Value: metricType,
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},
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}
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}
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func (cit *createIndexTask) parseFunctionParamsToIndex(indexParamsMap map[string]string) error {
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if !cit.fieldSchema.GetIsFunctionOutput() {
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return nil
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}
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return indexparamcheck.FillFunctionOutputIndexParams(cit.functionSchema.GetType(), indexParamsMap)
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}
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func (cit *createIndexTask) parseIndexParams(ctx context.Context) error {
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cit.newExtraParams = cit.req.GetExtraParams()
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if err := indexparamcheck.ValidateIndexParamsSize(cit.newExtraParams...); err != nil {
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return err
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}
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isVecIndex := typeutil.IsVectorType(cit.fieldSchema.DataType)
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indexParamsMap, err := indexparamcheck.ExpandIndexParams(cit.req.GetExtraParams())
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if err != nil {
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return err
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}
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if jsonCastType, exist := indexParamsMap[common.JSONCastTypeKey]; exist {
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indexParamsMap[common.JSONCastTypeKey] = strings.ToUpper(strings.TrimSpace(jsonCastType))
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}
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if jsonCastFunction, exist := indexParamsMap[common.JSONCastFunctionKey]; exist {
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indexParamsMap[common.JSONCastFunctionKey] = strings.ToUpper(strings.TrimSpace(jsonCastFunction))
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}
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if err := indexparamcheck.ValidateIndexParamsMapSize(indexParamsMap); err != nil {
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return err
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}
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if cit.fieldSchema.GetDataType() == schemapb.DataType_Text {
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return merr.WrapErrParameterInvalidMsg("TEXT field does not support user-created scalar index")
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}
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if err := ValidateAutoIndexMmapConfig(isVecIndex, indexParamsMap); err != nil {
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return err
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}
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specifyIndexType, exist := indexParamsMap[common.IndexTypeKey]
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if exist && specifyIndexType != "" {
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// todo(SpadeA): mmap check for struct array index
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if err := indexparamcheck.ValidateMmapIndexParams(specifyIndexType, indexParamsMap); err != nil {
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mlog.Warn(ctx, "Invalid mmap type params", mlog.String(common.IndexTypeKey, specifyIndexType), mlog.Err(err))
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return merr.WrapErrParameterInvalidMsg("invalid mmap type params: %s", err.Error())
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}
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// todo(SpadeA): check for struct array index
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checker, err := indexparamcheck.GetIndexCheckerMgrInstance().GetChecker(specifyIndexType)
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// not enable hybrid index for user, used in milvus internally
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if err != nil || indexparamcheck.IsHYBRIDChecker(checker) {
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mlog.Warn(ctx, "Failed to get index checker", mlog.String(common.IndexTypeKey, specifyIndexType), mlog.Err(err))
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return merr.WrapErrParameterInvalid("valid index", fmt.Sprintf("invalid index type: %s", specifyIndexType))
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}
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}
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// Validate warmup policy if specified
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if err := indexparamcheck.ValidateWarmupIndexParams(indexParamsMap); err != nil {
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mlog.Warn(ctx, "Invalid warmup params", mlog.Err(err))
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return merr.WrapErrParameterInvalidMsg("invalid warmup params: %s", err.Error())
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}
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if !isVecIndex {
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specifyIndexType, exist := indexParamsMap[common.IndexTypeKey]
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autoIndexEnable := Params.AutoIndexConfig.ScalarAutoIndexEnable.GetAsBool()
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if autoIndexEnable || !exist || specifyIndexType == AutoIndexName {
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getPrimitiveIndexType := func(dataType schemapb.DataType) string {
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if typeutil.IsBoolType(dataType) {
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return Params.AutoIndexConfig.ScalarBoolIndexType.GetValue()
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} else if typeutil.IsIntegerType(dataType) {
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return Params.AutoIndexConfig.ScalarIntIndexType.GetValue()
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} else if typeutil.IsFloatingType(dataType) {
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return Params.AutoIndexConfig.ScalarFloatIndexType.GetValue()
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} else if typeutil.IsTimestamptzType(dataType) {
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return Params.AutoIndexConfig.ScalarTimestampTzIndexType.GetValue()
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}
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return Params.AutoIndexConfig.ScalarVarcharIndexType.GetValue()
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}
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indexType, err := func() (string, error) {
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dataType := cit.fieldSchema.DataType
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if typeutil.IsPrimitiveType(dataType) {
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return getPrimitiveIndexType(dataType), nil
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} else if typeutil.IsArrayType(dataType) {
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return getPrimitiveIndexType(cit.fieldSchema.ElementType), nil
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} else if typeutil.IsJSONType(dataType) {
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return Params.AutoIndexConfig.ScalarJSONIndexType.GetValue(), nil
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} else if typeutil.IsGeometryType(dataType) {
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return Params.AutoIndexConfig.ScalarGeometryIndexType.GetValue(), nil
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}
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return "", merr.WrapErrParameterInvalidMsg("create auto index on type:%s is not supported", dataType.String())
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}()
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if err != nil {
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return merr.WrapErrParameterInvalid("supported field", err.Error())
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}
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if typeutil.IsJSONType(cit.fieldSchema.DataType) && indexType == indexparamcheck.IndexHybrid {
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// Full JSON cast is only implemented by the inverted JSON
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// index; HYBRID supports typed JSON path indexes.
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if castType, ok := indexParamsMap[common.JSONCastTypeKey]; ok && strings.EqualFold(castType, "JSON") {
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indexType = indexparamcheck.IndexINVERTED
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}
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}
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indexParamsMap[common.IndexTypeKey] = indexType
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cit.isAutoIndex = true
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}
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} else {
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specifyIndexType, exist := indexParamsMap[common.IndexTypeKey]
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if Params.AutoIndexConfig.Enable.GetAsBool() { // `enable` only for cloud instance.
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mlog.Info(ctx, "create index trigger AutoIndex",
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mlog.String("original type", specifyIndexType),
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mlog.String("final type", Params.AutoIndexConfig.AutoIndexTypeName.GetValue()))
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metricType, metricTypeExist := indexParamsMap[common.MetricTypeKey]
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if typeutil.IsDenseFloatVectorType(cit.fieldSchema.DataType) ||
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(typeutil.IsArrayOfVectorType(cit.fieldSchema.DataType) && typeutil.IsDenseFloatVectorType(cit.fieldSchema.ElementType)) {
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autoIndexParams := getDenseFloatAutoIndexParams(cit.collectionProperties)
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// override float vector index params by autoindex
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// filter incompatible refine_type for fp16/bf16 vectors
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dataType := cit.fieldSchema.DataType
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if typeutil.IsArrayOfVectorType(cit.fieldSchema.DataType) {
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dataType = cit.fieldSchema.ElementType
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}
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autoIndexParams = adjustAutoIndexParamsByDataType(autoIndexParams, dataType)
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for k, v := range autoIndexParams {
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indexParamsMap[k] = v
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}
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} else if typeutil.IsSparseFloatVectorType(cit.fieldSchema.DataType) ||
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(typeutil.IsArrayOfVectorType(cit.fieldSchema.DataType) && typeutil.IsSparseFloatVectorType(cit.fieldSchema.ElementType)) {
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// override sparse float vector index params by autoindex
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for k, v := range Params.AutoIndexConfig.SparseIndexParams.GetAsJSONMap() {
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indexParamsMap[k] = v
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}
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} else if typeutil.IsBinaryVectorType(cit.fieldSchema.DataType) ||
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(typeutil.IsArrayOfVectorType(cit.fieldSchema.DataType) && typeutil.IsBinaryVectorType(cit.fieldSchema.ElementType)) {
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if metricTypeExist && funcutil.SliceContain(indexparamcheck.DeduplicateMetrics, metricType) {
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if !Params.AutoIndexConfig.EnableDeduplicateIndex.GetAsBool() {
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mlog.Warn(ctx, "Deduplicate index is not enabled, but metric type is deduplicate.")
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return merr.WrapErrParameterInvalidMsg("Deduplicate index is not enabled, but metric type is deduplicate.")
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}
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// override binary vector index params by autoindex deduplicate params
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for k, v := range Params.AutoIndexConfig.DeduplicateIndexParams.GetAsJSONMap() {
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indexParamsMap[k] = v
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}
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} else {
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// override binary vector index params by autoindex
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for k, v := range Params.AutoIndexConfig.BinaryIndexParams.GetAsJSONMap() {
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indexParamsMap[k] = v
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}
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}
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} else if typeutil.IsIntVectorType(cit.fieldSchema.DataType) ||
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(typeutil.IsArrayOfVectorType(cit.fieldSchema.DataType) && typeutil.IsIntVectorType(cit.fieldSchema.ElementType)) {
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// override int vector index params by autoindex
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for k, v := range Params.AutoIndexConfig.IntVectorIndexParams.GetAsJSONMap() {
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indexParamsMap[k] = v
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}
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}
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if metricTypeExist {
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// make the users' metric type first class citizen.
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indexParamsMap[common.MetricTypeKey] = metricType
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cit.userAutoIndexMetricTypeSpecified = true
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} else if typeutil.IsArrayOfVectorType(cit.fieldSchema.DataType) {
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// When user does not specify metric, autoindex config provides element-level metrics.
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// Map them to EmbList metrics since ArrayOfVector requires EmbList metrics.
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if m, ok := indexParamsMap[common.MetricTypeKey]; ok {
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indexParamsMap[common.MetricTypeKey] = mapVectorMetricToEmbListMetric(m)
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}
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}
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} else { // behavior change after 2.2.9, adapt autoindex logic here.
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useAutoIndex := func(autoIndexConfig map[string]string) {
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fields := make([]mlog.Field, 0, len(autoIndexConfig))
|
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for k, v := range autoIndexConfig {
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indexParamsMap[k] = v
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fields = append(fields, mlog.String(k, v))
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}
|
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mlog.Info(ctx, "AutoIndex triggered", fields...)
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|
}
|
|
metricType, metricTypeExist := indexParamsMap[common.MetricTypeKey]
|
|
|
|
handle := func(numberParams int, autoIndexConfig map[string]string) error {
|
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// empty case.
|
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if len(indexParamsMap) == numberParams {
|
|
// though we already know there must be metric type, how to make this safer to avoid crash?
|
|
metricType := autoIndexConfig[common.MetricTypeKey]
|
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cit.newExtraParams = wrapUserIndexParams(metricType)
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useAutoIndex(autoIndexConfig)
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return nil
|
|
}
|
|
|
|
if len(indexParamsMap) > numberParams+1 {
|
|
return merr.WrapErrParameterInvalidMsg("only metric type can be passed when use AutoIndex")
|
|
}
|
|
|
|
if len(indexParamsMap) == numberParams+1 {
|
|
if !metricTypeExist {
|
|
return merr.WrapErrParameterInvalidMsg("only metric type can be passed when use AutoIndex")
|
|
}
|
|
|
|
// only metric type is passed.
|
|
cit.newExtraParams = wrapUserIndexParams(metricType)
|
|
useAutoIndex(autoIndexConfig)
|
|
// make the users' metric type first class citizen.
|
|
indexParamsMap[common.MetricTypeKey] = metricType
|
|
cit.userAutoIndexMetricTypeSpecified = true
|
|
}
|
|
|
|
return nil
|
|
}
|
|
|
|
var config map[string]string
|
|
if typeutil.IsDenseFloatVectorType(cit.fieldSchema.DataType) ||
|
|
(typeutil.IsArrayOfVectorType(cit.fieldSchema.DataType) && typeutil.IsDenseFloatVectorType(cit.fieldSchema.ElementType)) {
|
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config = getDenseFloatAutoIndexParams(cit.collectionProperties)
|
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// filter incompatible refine_type for fp16/bf16 vectors
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dataType := cit.fieldSchema.DataType
|
|
if typeutil.IsArrayOfVectorType(cit.fieldSchema.DataType) {
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dataType = cit.fieldSchema.ElementType
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}
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config = adjustAutoIndexParamsByDataType(config, dataType)
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} else if typeutil.IsSparseFloatVectorType(cit.fieldSchema.DataType) ||
|
|
(typeutil.IsArrayOfVectorType(cit.fieldSchema.DataType) && typeutil.IsSparseFloatVectorType(cit.fieldSchema.ElementType)) {
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// override sparse float vector index params by autoindex
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config = Params.AutoIndexConfig.SparseIndexParams.GetAsJSONMap()
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} else if typeutil.IsBinaryVectorType(cit.fieldSchema.DataType) ||
|
|
(typeutil.IsArrayOfVectorType(cit.fieldSchema.DataType) && typeutil.IsBinaryVectorType(cit.fieldSchema.ElementType)) {
|
|
if metricTypeExist && funcutil.SliceContain(indexparamcheck.DeduplicateMetrics, metricType) {
|
|
config = Params.AutoIndexConfig.DeduplicateIndexParams.GetAsJSONMap()
|
|
} else {
|
|
// override binary vector index params by autoindex
|
|
config = Params.AutoIndexConfig.BinaryIndexParams.GetAsJSONMap()
|
|
}
|
|
} else if typeutil.IsIntVectorType(cit.fieldSchema.DataType) ||
|
|
(typeutil.IsArrayOfVectorType(cit.fieldSchema.DataType) && typeutil.IsIntVectorType(cit.fieldSchema.ElementType)) {
|
|
// override int vector index params by autoindex
|
|
config = Params.AutoIndexConfig.IntVectorIndexParams.GetAsJSONMap()
|
|
}
|
|
if !exist {
|
|
if err := handle(0, config); err != nil {
|
|
return err
|
|
}
|
|
} else if specifyIndexType == AutoIndexName {
|
|
if err := handle(1, config); err != nil {
|
|
return err
|
|
}
|
|
}
|
|
// When user does not specify metric, map autoindex config's element-level metrics to EmbList
|
|
if !metricTypeExist && typeutil.IsArrayOfVectorType(cit.fieldSchema.DataType) {
|
|
if m, ok := indexParamsMap[common.MetricTypeKey]; ok {
|
|
indexParamsMap[common.MetricTypeKey] = mapVectorMetricToEmbListMetric(m)
|
|
}
|
|
}
|
|
}
|
|
|
|
// fill index param for Functions
|
|
if err := cit.parseFunctionParamsToIndex(indexParamsMap); err != nil {
|
|
return err
|
|
}
|
|
|
|
indexType, exist := indexParamsMap[common.IndexTypeKey]
|
|
if !exist {
|
|
return merr.WrapErrParameterMissingMsg("IndexType not specified")
|
|
}
|
|
// index parameters defined in the YAML file are merged with the user-provided parameters during create stage
|
|
if Params.KnowhereConfig.Enable.GetAsBool() {
|
|
var err error
|
|
indexParamsMap, err = Params.KnowhereConfig.MergeIndexParams(indexType, paramtable.BuildStage, indexParamsMap)
|
|
if err != nil {
|
|
return err
|
|
}
|
|
}
|
|
if vecindexmgr.GetVecIndexMgrInstance().IsDiskANN(indexType) {
|
|
err := indexparams.FillDiskIndexParams(Params, indexParamsMap)
|
|
if err != nil {
|
|
return err
|
|
}
|
|
}
|
|
metricType, metricTypeExist := indexParamsMap[common.MetricTypeKey]
|
|
if !metricTypeExist {
|
|
return merr.WrapErrParameterInvalid("valid index params", "invalid index params", "metric type not set for vector index")
|
|
}
|
|
if typeutil.IsDenseFloatVectorType(cit.fieldSchema.DataType) {
|
|
if !funcutil.SliceContain(indexparamcheck.FloatVectorMetrics, metricType) {
|
|
return merr.WrapErrParameterInvalid("valid index params", "invalid index params", "float vector index does not support metric type: "+metricType)
|
|
}
|
|
} else if typeutil.IsSparseFloatVectorType(cit.fieldSchema.DataType) {
|
|
if !funcutil.SliceContain(indexparamcheck.SparseFloatVectorMetrics, metricType) {
|
|
return merr.WrapErrParameterInvalid("valid index params", "invalid index params", "only IP&BM25 is the supported metric type for sparse index")
|
|
}
|
|
if metricType == metric.BM25 && cit.functionSchema.GetType() != schemapb.FunctionType_BM25 {
|
|
return merr.WrapErrParameterInvalid("valid index params", "invalid index params", "only BM25 Function output field support BM25 metric type")
|
|
}
|
|
} else if typeutil.IsBinaryVectorType(cit.fieldSchema.DataType) {
|
|
if !funcutil.SliceContain(indexparamcheck.BinaryVectorMetrics, metricType) {
|
|
return merr.WrapErrParameterInvalid("valid index params", "invalid index params", "binary vector index does not support metric type: "+metricType)
|
|
}
|
|
} else if typeutil.IsIntVectorType(cit.fieldSchema.DataType) {
|
|
if !funcutil.SliceContain(indexparamcheck.IntVectorMetrics, metricType) {
|
|
return merr.WrapErrParameterInvalid("valid index params", "invalid index params", "int vector index does not support metric type: "+metricType)
|
|
}
|
|
} else if typeutil.IsArrayOfVectorType(cit.fieldSchema.DataType) {
|
|
if err := indexparamcheck.ValidateArrayOfVectorMetricType(cit.fieldSchema.ElementType, metricType); err != nil {
|
|
return merr.WrapErrParameterInvalid("valid index params", "invalid index params", err.Error())
|
|
}
|
|
}
|
|
}
|
|
|
|
// autofill json path with field name if not specified for json index
|
|
if typeutil.IsJSONType(cit.fieldSchema.DataType) {
|
|
if _, exist := indexParamsMap[common.JSONPathKey]; !exist {
|
|
indexParamsMap[common.JSONPathKey] = cit.req.FieldName
|
|
}
|
|
}
|
|
|
|
if err := indexparamcheck.ValidateIndexParamsMapSize(indexParamsMap); err != nil {
|
|
return err
|
|
}
|
|
|
|
err = checkTrain(ctx, cit.fieldSchema, indexParamsMap)
|
|
if err != nil {
|
|
// checkTrain may propagate errors from indexparamcheck (not yet
|
|
// merr-standardized). Already-merr errors (leaves / fillDimension /
|
|
// the merr-returning checkers) pass through with their real code;
|
|
// only legacy plain errors get wrapped once into ParameterInvalid.
|
|
if merr.IsMilvusError(err) {
|
|
return err
|
|
}
|
|
return merr.WrapErrParameterInvalid("valid index params", "invalid index params", err.Error())
|
|
}
|
|
|
|
typeParams := cit.fieldSchema.GetTypeParams()
|
|
typeParamsMap := make(map[string]string)
|
|
for _, pair := range typeParams {
|
|
typeParamsMap[pair.Key] = pair.Value
|
|
}
|
|
|
|
for k, v := range indexParamsMap {
|
|
// Currently, it is required that type_params and index_params do not have same keys.
|
|
if k == DimKey || k == common.MaxLengthKey {
|
|
delete(indexParamsMap, k)
|
|
continue
|
|
}
|
|
cit.newIndexParams = append(cit.newIndexParams, &commonpb.KeyValuePair{Key: k, Value: v})
|
|
}
|
|
|
|
for k, v := range typeParamsMap {
|
|
if _, ok := indexParamsMap[k]; ok {
|
|
continue
|
|
}
|
|
cit.newTypeParams = append(cit.newTypeParams, &commonpb.KeyValuePair{Key: k, Value: v})
|
|
}
|
|
|
|
return nil
|
|
}
|
|
|
|
func (cit *createIndexTask) getIndexedFieldAndFunction(ctx context.Context) error {
|
|
schema, err := globalMetaCache.GetCollectionSchema(ctx, cit.req.GetDbName(), cit.req.GetCollectionName())
|
|
if err != nil {
|
|
mlog.Error(ctx, "failed to get collection schema", mlog.Err(err))
|
|
return merr.Wrap(err, "failed to get collection schema")
|
|
}
|
|
|
|
field, err := schema.schemaHelper.GetFieldFromNameDefaultJSON(cit.req.GetFieldName())
|
|
if err != nil {
|
|
mlog.Error(ctx, "create index on non-exist field", mlog.Err(err))
|
|
return merr.WrapErrParameterInvalidMsg("cannot create index on non-exist field: %s", cit.req.GetFieldName())
|
|
}
|
|
|
|
if field.IsFunctionOutput {
|
|
function, err := schema.schemaHelper.GetFunctionByOutputField(field)
|
|
if err != nil {
|
|
mlog.Error(ctx, "create index failed, cannot find function of function output field", mlog.Err(err))
|
|
return merr.WrapErrParameterInvalidMsg("create index failed, cannot find function of function output field: %s", cit.req.GetFieldName())
|
|
}
|
|
cit.functionSchema = function
|
|
}
|
|
cit.fieldSchema = field
|
|
return nil
|
|
}
|
|
|
|
func checkTrain(ctx context.Context, field *schemapb.FieldSchema, indexParams map[string]string) error {
|
|
indexType := indexParams[common.IndexTypeKey]
|
|
|
|
if indexType == indexparamcheck.IndexHybrid {
|
|
_, exist := indexParams[common.BitmapCardinalityLimitKey]
|
|
if !exist {
|
|
indexParams[common.BitmapCardinalityLimitKey] = paramtable.Get().AutoIndexConfig.BitmapCardinalityLimit.GetValue()
|
|
}
|
|
// Does not allow the user to specify the index type for hybrid index. This is by design.
|
|
indexParams[common.HybridLowCardinalityIndexTypeKey] = paramtable.Get().DataCoordCfg.HybridIndexLowCardinalityIndexType.GetValue()
|
|
indexParams[common.HybridHighCardinalityIndexTypeKey] = paramtable.Get().DataCoordCfg.HybridIndexHighCardinalityIndexType.GetValue()
|
|
}
|
|
|
|
if _, err := indexparamcheck.GetIndexCheckerMgrInstance().GetChecker(indexType); err != nil {
|
|
mlog.Warn(ctx, "Failed to get index checker", mlog.String(common.IndexTypeKey, indexType))
|
|
return merr.WrapErrParameterInvalidMsg("invalid index type: %s", indexType)
|
|
}
|
|
|
|
// For ArrayOfVector with non-EmbList metrics (e.g., COSINE, L2, IP), each embedding
|
|
// in the array is indexed independently as a regular vector. The index only needs to
|
|
// support the element vector type, not the EmbeddingList capability.
|
|
// Resolve the effective data type used for index compatibility checks.
|
|
effectiveDataType := field.DataType
|
|
effectiveElementType := field.ElementType
|
|
if typeutil.IsArrayOfVectorType(field.DataType) &&
|
|
!funcutil.SliceContain(indexparamcheck.EmbListMetrics, indexParams[common.MetricTypeKey]) {
|
|
effectiveDataType = field.ElementType
|
|
effectiveElementType = schemapb.DataType_None
|
|
}
|
|
|
|
if typeutil.IsVectorType(field.DataType) && indexType != indexparamcheck.AutoIndex {
|
|
exist := CheckVecIndexWithDataTypeExist(indexType, effectiveDataType, effectiveElementType)
|
|
if !exist {
|
|
return merr.WrapErrParameterInvalidMsg("data type %s can't build with this index %s", schemapb.DataType_name[int32(field.GetDataType())], indexType)
|
|
}
|
|
}
|
|
|
|
if err := indexparamcheck.ValidateFieldIndexParams(field, indexParams); err != nil {
|
|
mlog.Info(ctx, "create index with invalid parameters", mlog.Err(err), mlog.String("data_type", field.GetDataType().String()))
|
|
return err
|
|
}
|
|
|
|
return nil
|
|
}
|
|
|
|
func (cit *createIndexTask) PreExecute(ctx context.Context) error {
|
|
collName := cit.req.GetCollectionName()
|
|
|
|
collID, err := globalMetaCache.GetCollectionID(ctx, cit.req.GetDbName(), collName)
|
|
if err != nil {
|
|
return err
|
|
}
|
|
cit.collectionID = collID
|
|
|
|
collInfo, err := globalMetaCache.GetCollectionInfo(ctx, cit.req.GetDbName(), cit.req.GetCollectionName(), cit.collectionID)
|
|
if err != nil {
|
|
return err
|
|
}
|
|
cit.collectionProperties = collInfo.properties
|
|
|
|
if err = validateIndexName(cit.req.GetIndexName()); err != nil {
|
|
return err
|
|
}
|
|
|
|
err = cit.getIndexedFieldAndFunction(ctx)
|
|
if err != nil {
|
|
return err
|
|
}
|
|
|
|
// check index param, not accurate, only some static rules
|
|
err = cit.parseIndexParams(ctx)
|
|
if err != nil {
|
|
return err
|
|
}
|
|
|
|
return nil
|
|
}
|
|
|
|
func (cit *createIndexTask) Execute(ctx context.Context) error {
|
|
mlog.Info(ctx, "proxy create index", mlog.Int64("collectionID", cit.collectionID), mlog.Int64("fieldID", cit.fieldSchema.GetFieldID()),
|
|
mlog.String("indexName", cit.req.GetIndexName()), mlog.Any("typeParams", cit.fieldSchema.GetTypeParams()),
|
|
mlog.Any("indexParams", cit.req.GetExtraParams()),
|
|
mlog.Any("newExtraParams", cit.newExtraParams),
|
|
)
|
|
|
|
var err error
|
|
req := &indexpb.CreateIndexRequest{
|
|
CollectionID: cit.collectionID,
|
|
FieldID: cit.fieldSchema.GetFieldID(),
|
|
IndexName: cit.req.GetIndexName(),
|
|
TypeParams: cit.newTypeParams,
|
|
IndexParams: cit.newIndexParams,
|
|
IsAutoIndex: cit.isAutoIndex,
|
|
UserIndexParams: cit.newExtraParams,
|
|
Timestamp: cit.BeginTs(),
|
|
UserAutoindexMetricTypeSpecified: cit.userAutoIndexMetricTypeSpecified,
|
|
}
|
|
cit.result, err = cit.mixCoord.CreateIndex(ctx, req)
|
|
if err = merr.CheckRPCCall(cit.result, err); err != nil {
|
|
return err
|
|
}
|
|
return nil
|
|
}
|
|
|
|
func (cit *createIndexTask) PostExecute(ctx context.Context) error {
|
|
return nil
|
|
}
|
|
|
|
type alterIndexTask struct {
|
|
baseTask
|
|
Condition
|
|
req *milvuspb.AlterIndexRequest
|
|
ctx context.Context
|
|
mixCoord types.MixCoordClient
|
|
result *commonpb.Status
|
|
|
|
collectionID UniqueID
|
|
}
|
|
|
|
func (t *alterIndexTask) TraceCtx() context.Context {
|
|
return t.ctx
|
|
}
|
|
|
|
func (t *alterIndexTask) ID() UniqueID {
|
|
return t.req.GetBase().GetMsgID()
|
|
}
|
|
|
|
func (t *alterIndexTask) SetID(uid UniqueID) {
|
|
t.req.GetBase().MsgID = uid
|
|
}
|
|
|
|
func (t *alterIndexTask) Name() string {
|
|
return AlterIndexTaskName
|
|
}
|
|
|
|
func (t *alterIndexTask) Type() commonpb.MsgType {
|
|
return t.req.GetBase().GetMsgType()
|
|
}
|
|
|
|
func (t *alterIndexTask) BeginTs() Timestamp {
|
|
return t.req.GetBase().GetTimestamp()
|
|
}
|
|
|
|
func (t *alterIndexTask) EndTs() Timestamp {
|
|
return t.req.GetBase().GetTimestamp()
|
|
}
|
|
|
|
func (t *alterIndexTask) SetTs(ts Timestamp) {
|
|
t.req.Base.Timestamp = ts
|
|
}
|
|
|
|
func (t *alterIndexTask) OnEnqueue() error {
|
|
if t.req.Base == nil {
|
|
t.req.Base = commonpbutil.NewMsgBase()
|
|
}
|
|
t.req.Base.MsgType = commonpb.MsgType_AlterIndex
|
|
t.req.Base.SourceID = paramtable.GetNodeID()
|
|
return nil
|
|
}
|
|
|
|
func (t *alterIndexTask) PreExecute(ctx context.Context) error {
|
|
if len(t.req.GetDeleteKeys()) > 0 && len(t.req.GetExtraParams()) > 0 {
|
|
return merr.WrapErrParameterInvalidMsg("cannot provide both DeleteKeys and ExtraParams")
|
|
}
|
|
|
|
if len(t.req.GetExtraParams()) > 0 {
|
|
for _, param := range t.req.GetExtraParams() {
|
|
if !indexparams.IsConfigableIndexParam(param.GetKey()) {
|
|
return merr.WrapErrParameterInvalidMsg("%s is not a configable index property", param.GetKey())
|
|
}
|
|
}
|
|
// Validate warmup policy if specified
|
|
indexParamsMap := funcutil.KeyValuePair2Map(t.req.GetExtraParams())
|
|
if err := indexparamcheck.ValidateWarmupIndexParams(indexParamsMap); err != nil {
|
|
return merr.WrapErrParameterInvalidMsg("invalid warmup params: %s", err.Error())
|
|
}
|
|
} else if len(t.req.GetDeleteKeys()) > 0 {
|
|
for _, param := range t.req.GetDeleteKeys() {
|
|
if !indexparams.IsConfigableIndexParam(param) {
|
|
return merr.WrapErrParameterInvalidMsg("%s is not a configable index property", param)
|
|
}
|
|
}
|
|
}
|
|
|
|
collName := t.req.GetCollectionName()
|
|
|
|
collection, err := globalMetaCache.GetCollectionID(ctx, t.req.GetDbName(), collName)
|
|
if err != nil {
|
|
return err
|
|
}
|
|
t.collectionID = collection
|
|
|
|
if len(t.req.GetIndexName()) == 0 {
|
|
return merr.WrapErrParameterInvalidMsg("index name is empty")
|
|
}
|
|
|
|
// TODO fubang should implement it when the alter index is reconstructed
|
|
// typeParams := funcutil.KeyValuePair2Map(t.req.GetExtraParams())
|
|
// if err = ValidateAutoIndexMmapConfig(typeParams); err != nil {
|
|
// return err
|
|
// }
|
|
|
|
loaded, err := isCollectionLoaded(ctx, t.mixCoord, collection)
|
|
if err != nil {
|
|
return err
|
|
}
|
|
if loaded {
|
|
return merr.WrapErrCollectionLoaded(collName, "can't alter index on loaded collection, please release the collection first")
|
|
}
|
|
|
|
return nil
|
|
}
|
|
|
|
func (t *alterIndexTask) Execute(ctx context.Context) error {
|
|
log := mlog.With(
|
|
mlog.String("collection", t.req.GetCollectionName()),
|
|
mlog.String("indexName", t.req.GetIndexName()),
|
|
mlog.Any("params", t.req.GetExtraParams()),
|
|
mlog.Any("deletekeys", t.req.GetDeleteKeys()),
|
|
)
|
|
|
|
log.Info(ctx, "alter index")
|
|
|
|
var err error
|
|
req := &indexpb.AlterIndexRequest{
|
|
CollectionID: t.collectionID,
|
|
IndexName: t.req.GetIndexName(),
|
|
Params: t.req.GetExtraParams(),
|
|
DeleteKeys: t.req.GetDeleteKeys(),
|
|
}
|
|
t.result, err = t.mixCoord.AlterIndex(ctx, req)
|
|
if err = merr.CheckRPCCall(t.result, err); err != nil {
|
|
return err
|
|
}
|
|
return nil
|
|
}
|
|
|
|
func (t *alterIndexTask) PostExecute(ctx context.Context) error {
|
|
return nil
|
|
}
|
|
|
|
type describeIndexTask struct {
|
|
baseTask
|
|
Condition
|
|
*milvuspb.DescribeIndexRequest
|
|
ctx context.Context
|
|
mixCoord types.MixCoordClient
|
|
result *milvuspb.DescribeIndexResponse
|
|
|
|
collectionID UniqueID
|
|
}
|
|
|
|
func (dit *describeIndexTask) TraceCtx() context.Context {
|
|
return dit.ctx
|
|
}
|
|
|
|
func (dit *describeIndexTask) ID() UniqueID {
|
|
return dit.Base.MsgID
|
|
}
|
|
|
|
func (dit *describeIndexTask) SetID(uid UniqueID) {
|
|
dit.Base.MsgID = uid
|
|
}
|
|
|
|
func (dit *describeIndexTask) Name() string {
|
|
return DescribeIndexTaskName
|
|
}
|
|
|
|
func (dit *describeIndexTask) Type() commonpb.MsgType {
|
|
return dit.Base.MsgType
|
|
}
|
|
|
|
func (dit *describeIndexTask) BeginTs() Timestamp {
|
|
return dit.Base.Timestamp
|
|
}
|
|
|
|
func (dit *describeIndexTask) EndTs() Timestamp {
|
|
return dit.Base.Timestamp
|
|
}
|
|
|
|
func (dit *describeIndexTask) SetTs(ts Timestamp) {
|
|
dit.Base.Timestamp = ts
|
|
}
|
|
|
|
func (dit *describeIndexTask) OnEnqueue() error {
|
|
dit.Base = commonpbutil.NewMsgBase()
|
|
dit.Base.MsgType = commonpb.MsgType_DescribeIndex
|
|
dit.Base.SourceID = paramtable.GetNodeID()
|
|
return nil
|
|
}
|
|
|
|
func (dit *describeIndexTask) PreExecute(ctx context.Context) error {
|
|
if err := validateCollectionName(dit.CollectionName); err != nil {
|
|
return err
|
|
}
|
|
|
|
collID, err := globalMetaCache.GetCollectionID(ctx, dit.GetDbName(), dit.CollectionName)
|
|
if err != nil {
|
|
return err
|
|
}
|
|
dit.collectionID = collID
|
|
return nil
|
|
}
|
|
|
|
func (dit *describeIndexTask) Execute(ctx context.Context) error {
|
|
schema, err := globalMetaCache.GetCollectionSchema(ctx, dit.GetDbName(), dit.GetCollectionName())
|
|
if err != nil {
|
|
mlog.Error(ctx, "failed to get collection schema", mlog.Err(err))
|
|
return merr.Wrap(err, "failed to get collection schema")
|
|
}
|
|
|
|
resp, err := dit.mixCoord.DescribeIndex(ctx, &indexpb.DescribeIndexRequest{CollectionID: dit.collectionID, IndexName: dit.IndexName, Timestamp: dit.Timestamp})
|
|
if err != nil {
|
|
return err
|
|
}
|
|
|
|
dit.result = &milvuspb.DescribeIndexResponse{}
|
|
dit.result.Status = resp.GetStatus()
|
|
err = merr.Error(resp.GetStatus())
|
|
if err != nil {
|
|
if errors.Is(err, merr.ErrIndexNotFound) && len(dit.GetIndexName()) == 0 {
|
|
err = merr.WrapErrIndexNotFoundForCollection(dit.GetCollectionName())
|
|
dit.result.Status = merr.Status(err)
|
|
}
|
|
return err
|
|
}
|
|
for _, indexInfo := range resp.IndexInfos {
|
|
field, err := schema.schemaHelper.GetFieldFromID(indexInfo.FieldID)
|
|
if err != nil {
|
|
mlog.Error(ctx, "failed to get collection field", mlog.Err(err))
|
|
return merr.WrapErrParameterInvalidMsg("failed to get collection field: %d", indexInfo.FieldID)
|
|
}
|
|
params := indexInfo.GetUserIndexParams()
|
|
if params == nil {
|
|
metricType, err := funcutil.GetAttrByKeyFromRepeatedKV(MetricTypeKey, indexInfo.GetIndexParams())
|
|
if err == nil {
|
|
params = wrapUserIndexParams(metricType)
|
|
}
|
|
}
|
|
fieldName := field.Name
|
|
if field.IsDynamic {
|
|
jsonPath, err := funcutil.GetAttrByKeyFromRepeatedKV(common.JSONPathKey, indexInfo.GetIndexParams())
|
|
if err != nil {
|
|
mlog.Warn(ctx, "failed to get json path for dynamic field", mlog.Err(err))
|
|
} else if jsonPath != "" {
|
|
// Skip leading "/" and find next "/" to get first path segment
|
|
trimmedPath := strings.TrimPrefix(jsonPath, "/")
|
|
slashIndex := strings.Index(trimmedPath, "/")
|
|
if slashIndex == -1 {
|
|
fieldName = trimmedPath // Use full remaining path if no more "/"
|
|
} else {
|
|
fieldName = trimmedPath[:slashIndex]
|
|
}
|
|
// Unescape JSON Pointer path: ~1 -> / and ~0 -> ~
|
|
fieldName = strings.ReplaceAll(fieldName, "~1", "/")
|
|
fieldName = strings.ReplaceAll(fieldName, "~0", "~")
|
|
}
|
|
}
|
|
desc := &milvuspb.IndexDescription{
|
|
IndexName: indexInfo.GetIndexName(),
|
|
IndexID: indexInfo.GetIndexID(),
|
|
FieldName: fieldName,
|
|
Params: params,
|
|
IndexedRows: indexInfo.GetIndexedRows(),
|
|
TotalRows: indexInfo.GetTotalRows(),
|
|
PendingIndexRows: indexInfo.GetPendingIndexRows(),
|
|
State: indexInfo.GetState(),
|
|
IndexStateFailReason: indexInfo.GetIndexStateFailReason(),
|
|
MinIndexVersion: indexInfo.GetMinIndexVersion(),
|
|
MaxIndexVersion: indexInfo.GetMaxIndexVersion(),
|
|
}
|
|
dit.result.IndexDescriptions = append(dit.result.IndexDescriptions, desc)
|
|
}
|
|
return err
|
|
}
|
|
|
|
func (dit *describeIndexTask) PostExecute(ctx context.Context) error {
|
|
return nil
|
|
}
|
|
|
|
type getIndexStatisticsTask struct {
|
|
baseTask
|
|
Condition
|
|
*milvuspb.GetIndexStatisticsRequest
|
|
ctx context.Context
|
|
mixCoord types.MixCoordClient
|
|
result *milvuspb.GetIndexStatisticsResponse
|
|
|
|
nodeID int64
|
|
collectionID UniqueID
|
|
}
|
|
|
|
func (dit *getIndexStatisticsTask) TraceCtx() context.Context {
|
|
return dit.ctx
|
|
}
|
|
|
|
func (dit *getIndexStatisticsTask) ID() UniqueID {
|
|
return dit.Base.MsgID
|
|
}
|
|
|
|
func (dit *getIndexStatisticsTask) SetID(uid UniqueID) {
|
|
dit.Base.MsgID = uid
|
|
}
|
|
|
|
func (dit *getIndexStatisticsTask) Name() string {
|
|
return DescribeIndexTaskName
|
|
}
|
|
|
|
func (dit *getIndexStatisticsTask) Type() commonpb.MsgType {
|
|
return dit.Base.MsgType
|
|
}
|
|
|
|
func (dit *getIndexStatisticsTask) BeginTs() Timestamp {
|
|
return dit.Base.Timestamp
|
|
}
|
|
|
|
func (dit *getIndexStatisticsTask) EndTs() Timestamp {
|
|
return dit.Base.Timestamp
|
|
}
|
|
|
|
func (dit *getIndexStatisticsTask) SetTs(ts Timestamp) {
|
|
dit.Base.Timestamp = ts
|
|
}
|
|
|
|
func (dit *getIndexStatisticsTask) OnEnqueue() error {
|
|
dit.Base = commonpbutil.NewMsgBase()
|
|
dit.Base.MsgType = commonpb.MsgType_GetIndexStatistics
|
|
dit.Base.SourceID = paramtable.GetNodeID()
|
|
return nil
|
|
}
|
|
|
|
func (dit *getIndexStatisticsTask) PreExecute(ctx context.Context) error {
|
|
if err := validateCollectionName(dit.CollectionName); err != nil {
|
|
return err
|
|
}
|
|
|
|
collID, err := globalMetaCache.GetCollectionID(ctx, dit.GetDbName(), dit.CollectionName)
|
|
if err != nil {
|
|
return err
|
|
}
|
|
dit.collectionID = collID
|
|
return nil
|
|
}
|
|
|
|
func (dit *getIndexStatisticsTask) Execute(ctx context.Context) error {
|
|
schema, err := globalMetaCache.GetCollectionSchema(ctx, dit.GetDbName(), dit.GetCollectionName())
|
|
if err != nil {
|
|
mlog.Error(ctx, "failed to get collection schema", mlog.String("collection_name", dit.GetCollectionName()), mlog.Err(err))
|
|
return merr.Wrap(err, "failed to get collection schema")
|
|
}
|
|
schemaHelper := schema.schemaHelper
|
|
|
|
resp, err := dit.mixCoord.GetIndexStatistics(ctx, &indexpb.GetIndexStatisticsRequest{
|
|
CollectionID: dit.collectionID, IndexName: dit.IndexName,
|
|
})
|
|
if err := merr.CheckRPCCall(resp, err); err != nil {
|
|
return err
|
|
}
|
|
dit.result = &milvuspb.GetIndexStatisticsResponse{}
|
|
dit.result.Status = resp.GetStatus()
|
|
for _, indexInfo := range resp.IndexInfos {
|
|
field, err := schemaHelper.GetFieldFromID(indexInfo.FieldID)
|
|
if err != nil {
|
|
mlog.Error(ctx, "failed to get collection field", mlog.Int64("field_id", indexInfo.FieldID), mlog.Err(err))
|
|
return merr.WrapErrParameterInvalidMsg("failed to get collection field: %d", indexInfo.FieldID)
|
|
}
|
|
params := indexInfo.GetUserIndexParams()
|
|
if params == nil {
|
|
params = indexInfo.GetIndexParams()
|
|
}
|
|
desc := &milvuspb.IndexDescription{
|
|
IndexName: indexInfo.GetIndexName(),
|
|
IndexID: indexInfo.GetIndexID(),
|
|
FieldName: field.Name,
|
|
Params: params,
|
|
IndexedRows: indexInfo.GetIndexedRows(),
|
|
TotalRows: indexInfo.GetTotalRows(),
|
|
State: indexInfo.GetState(),
|
|
IndexStateFailReason: indexInfo.GetIndexStateFailReason(),
|
|
MinIndexVersion: indexInfo.GetMinIndexVersion(),
|
|
MaxIndexVersion: indexInfo.GetMaxIndexVersion(),
|
|
}
|
|
dit.result.IndexDescriptions = append(dit.result.IndexDescriptions, desc)
|
|
}
|
|
return err
|
|
}
|
|
|
|
func (dit *getIndexStatisticsTask) PostExecute(ctx context.Context) error {
|
|
return nil
|
|
}
|
|
|
|
type dropIndexTask struct {
|
|
baseTask
|
|
Condition
|
|
ctx context.Context
|
|
*milvuspb.DropIndexRequest
|
|
mixCoord types.MixCoordClient
|
|
result *commonpb.Status
|
|
|
|
collectionID UniqueID
|
|
}
|
|
|
|
func (dit *dropIndexTask) TraceCtx() context.Context {
|
|
return dit.ctx
|
|
}
|
|
|
|
func (dit *dropIndexTask) ID() UniqueID {
|
|
return dit.Base.MsgID
|
|
}
|
|
|
|
func (dit *dropIndexTask) SetID(uid UniqueID) {
|
|
dit.Base.MsgID = uid
|
|
}
|
|
|
|
func (dit *dropIndexTask) Name() string {
|
|
return DropIndexTaskName
|
|
}
|
|
|
|
func (dit *dropIndexTask) Type() commonpb.MsgType {
|
|
return dit.Base.MsgType
|
|
}
|
|
|
|
func (dit *dropIndexTask) BeginTs() Timestamp {
|
|
return dit.Base.Timestamp
|
|
}
|
|
|
|
func (dit *dropIndexTask) EndTs() Timestamp {
|
|
return dit.Base.Timestamp
|
|
}
|
|
|
|
func (dit *dropIndexTask) SetTs(ts Timestamp) {
|
|
dit.Base.Timestamp = ts
|
|
}
|
|
|
|
func (dit *dropIndexTask) OnEnqueue() error {
|
|
if dit.Base == nil {
|
|
dit.Base = commonpbutil.NewMsgBase()
|
|
}
|
|
dit.Base.MsgType = commonpb.MsgType_DropIndex
|
|
dit.Base.SourceID = paramtable.GetNodeID()
|
|
return nil
|
|
}
|
|
|
|
func (dit *dropIndexTask) PreExecute(ctx context.Context) error {
|
|
collID, err := globalMetaCache.GetCollectionID(ctx, dit.GetDbName(), dit.CollectionName)
|
|
if err != nil {
|
|
return err
|
|
}
|
|
dit.collectionID = collID
|
|
|
|
return nil
|
|
}
|
|
|
|
func (dit *dropIndexTask) Execute(ctx context.Context) error {
|
|
ctxLog := mlog.With()
|
|
ctxLog.Info(ctx, "proxy drop index", mlog.Int64("collID", dit.collectionID),
|
|
mlog.String("field_name", dit.FieldName),
|
|
mlog.String("index_name", dit.IndexName),
|
|
mlog.String("db_name", dit.DbName),
|
|
)
|
|
|
|
var err error
|
|
dit.result, err = dit.mixCoord.DropIndex(ctx, &indexpb.DropIndexRequest{
|
|
CollectionID: dit.collectionID,
|
|
PartitionIDs: nil,
|
|
IndexName: dit.IndexName,
|
|
DropAll: false,
|
|
})
|
|
if err = merr.CheckRPCCall(dit.result, err); err != nil {
|
|
ctxLog.Warn(ctx, "drop index failed", mlog.Err(err))
|
|
return err
|
|
}
|
|
return nil
|
|
}
|
|
|
|
func (dit *dropIndexTask) PostExecute(ctx context.Context) error {
|
|
return nil
|
|
}
|
|
|
|
// Deprecated: use describeIndexTask instead
|
|
type getIndexBuildProgressTask struct {
|
|
baseTask
|
|
Condition
|
|
*milvuspb.GetIndexBuildProgressRequest
|
|
ctx context.Context
|
|
mixCoord types.MixCoordClient
|
|
result *milvuspb.GetIndexBuildProgressResponse
|
|
|
|
collectionID UniqueID
|
|
}
|
|
|
|
func (gibpt *getIndexBuildProgressTask) TraceCtx() context.Context {
|
|
return gibpt.ctx
|
|
}
|
|
|
|
func (gibpt *getIndexBuildProgressTask) ID() UniqueID {
|
|
return gibpt.Base.MsgID
|
|
}
|
|
|
|
func (gibpt *getIndexBuildProgressTask) SetID(uid UniqueID) {
|
|
gibpt.Base.MsgID = uid
|
|
}
|
|
|
|
func (gibpt *getIndexBuildProgressTask) Name() string {
|
|
return GetIndexBuildProgressTaskName
|
|
}
|
|
|
|
func (gibpt *getIndexBuildProgressTask) Type() commonpb.MsgType {
|
|
return gibpt.Base.MsgType
|
|
}
|
|
|
|
func (gibpt *getIndexBuildProgressTask) BeginTs() Timestamp {
|
|
return gibpt.Base.Timestamp
|
|
}
|
|
|
|
func (gibpt *getIndexBuildProgressTask) EndTs() Timestamp {
|
|
return gibpt.Base.Timestamp
|
|
}
|
|
|
|
func (gibpt *getIndexBuildProgressTask) SetTs(ts Timestamp) {
|
|
gibpt.Base.Timestamp = ts
|
|
}
|
|
|
|
func (gibpt *getIndexBuildProgressTask) OnEnqueue() error {
|
|
gibpt.Base = commonpbutil.NewMsgBase()
|
|
gibpt.Base.MsgType = commonpb.MsgType_GetIndexBuildProgress
|
|
gibpt.Base.SourceID = paramtable.GetNodeID()
|
|
return nil
|
|
}
|
|
|
|
func (gibpt *getIndexBuildProgressTask) PreExecute(ctx context.Context) error {
|
|
if err := validateCollectionName(gibpt.CollectionName); err != nil {
|
|
return err
|
|
}
|
|
|
|
return nil
|
|
}
|
|
|
|
func (gibpt *getIndexBuildProgressTask) Execute(ctx context.Context) error {
|
|
collectionName := gibpt.CollectionName
|
|
collectionID, err := globalMetaCache.GetCollectionID(ctx, gibpt.GetDbName(), collectionName)
|
|
if err != nil { // err is not nil if collection not exists
|
|
return err
|
|
}
|
|
gibpt.collectionID = collectionID
|
|
|
|
resp, err := gibpt.mixCoord.GetIndexBuildProgress(ctx, &indexpb.GetIndexBuildProgressRequest{
|
|
CollectionID: collectionID,
|
|
IndexName: gibpt.IndexName,
|
|
})
|
|
if err = merr.CheckRPCCall(resp, err); err != nil {
|
|
return err
|
|
}
|
|
|
|
gibpt.result = &milvuspb.GetIndexBuildProgressResponse{
|
|
Status: resp.Status,
|
|
TotalRows: resp.GetTotalRows(),
|
|
IndexedRows: resp.GetIndexedRows(),
|
|
}
|
|
|
|
return nil
|
|
}
|
|
|
|
func (gibpt *getIndexBuildProgressTask) PostExecute(ctx context.Context) error {
|
|
return nil
|
|
}
|
|
|
|
// Deprecated: use describeIndexTask instead
|
|
type getIndexStateTask struct {
|
|
baseTask
|
|
Condition
|
|
*milvuspb.GetIndexStateRequest
|
|
ctx context.Context
|
|
mixCoord types.MixCoordClient
|
|
result *milvuspb.GetIndexStateResponse
|
|
|
|
collectionID UniqueID
|
|
}
|
|
|
|
func (gist *getIndexStateTask) TraceCtx() context.Context {
|
|
return gist.ctx
|
|
}
|
|
|
|
func (gist *getIndexStateTask) ID() UniqueID {
|
|
return gist.Base.MsgID
|
|
}
|
|
|
|
func (gist *getIndexStateTask) SetID(uid UniqueID) {
|
|
gist.Base.MsgID = uid
|
|
}
|
|
|
|
func (gist *getIndexStateTask) Name() string {
|
|
return GetIndexStateTaskName
|
|
}
|
|
|
|
func (gist *getIndexStateTask) Type() commonpb.MsgType {
|
|
return gist.Base.MsgType
|
|
}
|
|
|
|
func (gist *getIndexStateTask) BeginTs() Timestamp {
|
|
return gist.Base.Timestamp
|
|
}
|
|
|
|
func (gist *getIndexStateTask) EndTs() Timestamp {
|
|
return gist.Base.Timestamp
|
|
}
|
|
|
|
func (gist *getIndexStateTask) SetTs(ts Timestamp) {
|
|
gist.Base.Timestamp = ts
|
|
}
|
|
|
|
func (gist *getIndexStateTask) OnEnqueue() error {
|
|
gist.Base = commonpbutil.NewMsgBase()
|
|
gist.Base.MsgType = commonpb.MsgType_GetIndexState
|
|
gist.Base.SourceID = paramtable.GetNodeID()
|
|
return nil
|
|
}
|
|
|
|
func (gist *getIndexStateTask) PreExecute(ctx context.Context) error {
|
|
if err := validateCollectionName(gist.CollectionName); err != nil {
|
|
return err
|
|
}
|
|
|
|
return nil
|
|
}
|
|
|
|
func (gist *getIndexStateTask) Execute(ctx context.Context) error {
|
|
collectionID, err := globalMetaCache.GetCollectionID(ctx, gist.GetDbName(), gist.CollectionName)
|
|
if err != nil {
|
|
return err
|
|
}
|
|
|
|
state, err := gist.mixCoord.GetIndexState(ctx, &indexpb.GetIndexStateRequest{
|
|
CollectionID: collectionID,
|
|
IndexName: gist.IndexName,
|
|
})
|
|
if err = merr.CheckRPCCall(state, err); err != nil {
|
|
return err
|
|
}
|
|
|
|
gist.result = &milvuspb.GetIndexStateResponse{
|
|
Status: merr.Success(),
|
|
State: state.GetState(),
|
|
FailReason: state.GetFailReason(),
|
|
}
|
|
return nil
|
|
}
|
|
|
|
func (gist *getIndexStateTask) PostExecute(ctx context.Context) error {
|
|
return nil
|
|
}
|