mirror of
https://gitee.com/milvus-io/milvus.git
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132 lines
3.7 KiB
Go
132 lines
3.7 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 paramtable
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import (
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"fmt"
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"github.com/milvus-io/milvus/pkg/common"
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"github.com/milvus-io/milvus/pkg/config"
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"github.com/milvus-io/milvus/pkg/util/funcutil"
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"github.com/milvus-io/milvus/pkg/util/indexparamcheck"
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)
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// /////////////////////////////////////////////////////////////////////////////
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// --- common ---
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type autoIndexConfig struct {
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Enable ParamItem `refreshable:"true"`
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IndexParams ParamItem `refreshable:"true"`
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PrepareParams ParamItem `refreshable:"true"`
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ExtraParams ParamItem `refreshable:"true"`
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IndexType ParamItem `refreshable:"true"`
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AutoIndexTypeName ParamItem `refreshable:"true"`
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AutoIndexSearchConfig ParamItem `refreshable:"true"`
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AutoIndexTuningConfig ParamGroup `refreshable:"true"`
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}
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func (p *autoIndexConfig) init(base *BaseTable) {
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p.Enable = ParamItem{
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Key: "autoIndex.enable",
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Version: "2.2.0",
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DefaultValue: "false",
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PanicIfEmpty: true,
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}
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p.Enable.Init(base.mgr)
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p.IndexParams = ParamItem{
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Key: "autoIndex.params.build",
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Version: "2.2.0",
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DefaultValue: `{"M": 18,"efConstruction": 240,"index_type": "HNSW", "metric_type": "IP"}`,
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}
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p.IndexParams.Init(base.mgr)
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p.PrepareParams = ParamItem{
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Key: "autoIndex.params.prepare",
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Version: "2.3.2",
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}
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p.PrepareParams.Init(base.mgr)
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p.ExtraParams = ParamItem{
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Key: "autoIndex.params.extra",
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Version: "2.2.0",
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}
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p.ExtraParams.Init(base.mgr)
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p.IndexType = ParamItem{
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Version: "2.2.0",
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Formatter: func(v string) string {
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m := p.IndexParams.GetAsJSONMap()
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if m == nil {
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return ""
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}
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return m[common.IndexTypeKey]
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},
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}
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p.IndexType.Init(base.mgr)
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p.AutoIndexTypeName = ParamItem{
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Key: "autoIndex.type",
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Version: "2.2.0",
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}
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p.AutoIndexTypeName.Init(base.mgr)
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p.AutoIndexSearchConfig = ParamItem{
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Key: "autoindex.params.search",
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Version: "2.2.0",
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}
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p.AutoIndexSearchConfig.Init(base.mgr)
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p.AutoIndexTuningConfig = ParamGroup{
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KeyPrefix: "autoindex.params.tuning.",
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Version: "2.3.0",
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}
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p.AutoIndexTuningConfig.Init(base.mgr)
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p.panicIfNotValidAndSetDefaultMetricType(base.mgr)
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}
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func (p *autoIndexConfig) panicIfNotValidAndSetDefaultMetricType(mgr *config.Manager) {
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m := p.IndexParams.GetAsJSONMap()
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if m == nil {
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panic("autoIndex.build not invalid, should be json format")
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}
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indexType, ok := m[common.IndexTypeKey]
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if !ok {
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panic("autoIndex.build not invalid, index type not found")
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}
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checker, err := indexparamcheck.GetIndexCheckerMgrInstance().GetChecker(indexType)
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if err != nil {
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panic(fmt.Sprintf("autoIndex.build not invalid, unsupported index type: %s", indexType))
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}
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checker.SetDefaultMetricTypeIfNotExist(m)
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if err := checker.StaticCheck(m); err != nil {
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panic(fmt.Sprintf("autoIndex.build not invalid, parameters not invalid, error: %s", err.Error()))
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}
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p.reset(m, mgr)
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}
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func (p *autoIndexConfig) reset(m map[string]string, mgr *config.Manager) {
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j := funcutil.MapToJSON(m)
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mgr.SetConfig("autoIndex.params.build", string(j))
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}
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