mirror of
https://gitee.com/milvus-io/milvus.git
synced 2024-12-05 13:28:49 +08:00
a5d1135512
issue: #29309 Signed-off-by: Cai Zhang <cai.zhang@zilliz.com>
199 lines
5.4 KiB
Go
199 lines
5.4 KiB
Go
// Licensed to the LF AI & Data foundation under one
|
|
// or more contributor license agreements. See the NOTICE file
|
|
// distributed with this work for additional information
|
|
// regarding copyright ownership. The ASF licenses this file
|
|
// to you under the Apache License, Version 2.0 (the
|
|
// "License"); you may not use this file except in compliance
|
|
// with the License. You may obtain a copy of the License at
|
|
//
|
|
// http://www.apache.org/licenses/LICENSE-2.0
|
|
//
|
|
// Unless required by applicable law or agreed to in writing, software
|
|
// distributed under the License is distributed on an "AS IS" BASIS,
|
|
// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
|
|
// See the License for the specific language governing permissions and
|
|
// limitations under the License.
|
|
|
|
package paramtable
|
|
|
|
import (
|
|
"fmt"
|
|
|
|
"github.com/milvus-io/milvus/pkg/common"
|
|
"github.com/milvus-io/milvus/pkg/config"
|
|
"github.com/milvus-io/milvus/pkg/util/funcutil"
|
|
"github.com/milvus-io/milvus/pkg/util/indexparamcheck"
|
|
)
|
|
|
|
// /////////////////////////////////////////////////////////////////////////////
|
|
// --- common ---
|
|
type autoIndexConfig struct {
|
|
Enable ParamItem `refreshable:"true"`
|
|
EnableOptimize ParamItem `refreshable:"true"`
|
|
|
|
IndexParams ParamItem `refreshable:"true"`
|
|
PrepareParams ParamItem `refreshable:"true"`
|
|
ExtraParams ParamItem `refreshable:"true"`
|
|
IndexType ParamItem `refreshable:"true"`
|
|
AutoIndexTypeName ParamItem `refreshable:"true"`
|
|
AutoIndexSearchConfig ParamItem `refreshable:"true"`
|
|
AutoIndexTuningConfig ParamGroup `refreshable:"true"`
|
|
|
|
ScalarAutoIndexEnable ParamItem `refreshable:"true"`
|
|
ScalarAutoIndexParams ParamItem `refreshable:"true"`
|
|
ScalarNumericIndexType ParamItem `refreshable:"true"`
|
|
ScalarVarcharIndexType ParamItem `refreshable:"true"`
|
|
ScalarBoolIndexType ParamItem `refreshable:"true"`
|
|
}
|
|
|
|
func (p *autoIndexConfig) init(base *BaseTable) {
|
|
p.Enable = ParamItem{
|
|
Key: "autoIndex.enable",
|
|
Version: "2.2.0",
|
|
DefaultValue: "false",
|
|
PanicIfEmpty: true,
|
|
}
|
|
p.Enable.Init(base.mgr)
|
|
|
|
p.EnableOptimize = ParamItem{
|
|
Key: "autoIndex.optimize",
|
|
Version: "2.4.0",
|
|
DefaultValue: "true",
|
|
PanicIfEmpty: true,
|
|
}
|
|
p.EnableOptimize.Init(base.mgr)
|
|
|
|
p.IndexParams = ParamItem{
|
|
Key: "autoIndex.params.build",
|
|
Version: "2.2.0",
|
|
DefaultValue: `{"M": 18,"efConstruction": 240,"index_type": "HNSW", "metric_type": "IP"}`,
|
|
Export: true,
|
|
}
|
|
p.IndexParams.Init(base.mgr)
|
|
|
|
p.PrepareParams = ParamItem{
|
|
Key: "autoIndex.params.prepare",
|
|
Version: "2.3.2",
|
|
}
|
|
p.PrepareParams.Init(base.mgr)
|
|
|
|
p.ExtraParams = ParamItem{
|
|
Key: "autoIndex.params.extra",
|
|
Version: "2.2.0",
|
|
}
|
|
p.ExtraParams.Init(base.mgr)
|
|
|
|
p.IndexType = ParamItem{
|
|
Version: "2.2.0",
|
|
Formatter: func(v string) string {
|
|
m := p.IndexParams.GetAsJSONMap()
|
|
if m == nil {
|
|
return ""
|
|
}
|
|
return m[common.IndexTypeKey]
|
|
},
|
|
}
|
|
p.IndexType.Init(base.mgr)
|
|
|
|
p.AutoIndexTypeName = ParamItem{
|
|
Key: "autoIndex.type",
|
|
Version: "2.2.0",
|
|
}
|
|
p.AutoIndexTypeName.Init(base.mgr)
|
|
|
|
p.AutoIndexSearchConfig = ParamItem{
|
|
Key: "autoindex.params.search",
|
|
Version: "2.2.0",
|
|
}
|
|
p.AutoIndexSearchConfig.Init(base.mgr)
|
|
|
|
p.AutoIndexTuningConfig = ParamGroup{
|
|
KeyPrefix: "autoindex.params.tuning.",
|
|
Version: "2.3.0",
|
|
}
|
|
p.AutoIndexTuningConfig.Init(base.mgr)
|
|
|
|
p.panicIfNotValidAndSetDefaultMetricType(base.mgr)
|
|
|
|
p.ScalarAutoIndexEnable = ParamItem{
|
|
Key: "scalarAutoIndex.enable",
|
|
Version: "2.4.0",
|
|
DefaultValue: "false",
|
|
PanicIfEmpty: true,
|
|
}
|
|
p.ScalarAutoIndexEnable.Init(base.mgr)
|
|
|
|
p.ScalarAutoIndexParams = ParamItem{
|
|
Key: "scalarAutoIndex.params.build",
|
|
Version: "2.4.0",
|
|
DefaultValue: `{"numeric": "INVERTED","varchar": "INVERTED","bool": "INVERTED"}`,
|
|
}
|
|
p.ScalarAutoIndexParams.Init(base.mgr)
|
|
|
|
p.ScalarNumericIndexType = ParamItem{
|
|
Version: "2.4.0",
|
|
Formatter: func(v string) string {
|
|
m := p.ScalarAutoIndexParams.GetAsJSONMap()
|
|
if m == nil {
|
|
return ""
|
|
}
|
|
return m["numeric"]
|
|
},
|
|
}
|
|
p.ScalarNumericIndexType.Init(base.mgr)
|
|
|
|
p.ScalarVarcharIndexType = ParamItem{
|
|
Version: "2.4.0",
|
|
Formatter: func(v string) string {
|
|
m := p.ScalarAutoIndexParams.GetAsJSONMap()
|
|
if m == nil {
|
|
return ""
|
|
}
|
|
return m["varchar"]
|
|
},
|
|
}
|
|
p.ScalarVarcharIndexType.Init(base.mgr)
|
|
|
|
p.ScalarBoolIndexType = ParamItem{
|
|
Version: "2.4.0",
|
|
Formatter: func(v string) string {
|
|
m := p.ScalarAutoIndexParams.GetAsJSONMap()
|
|
if m == nil {
|
|
return ""
|
|
}
|
|
return m["bool"]
|
|
},
|
|
}
|
|
p.ScalarBoolIndexType.Init(base.mgr)
|
|
}
|
|
|
|
func (p *autoIndexConfig) panicIfNotValidAndSetDefaultMetricType(mgr *config.Manager) {
|
|
m := p.IndexParams.GetAsJSONMap()
|
|
if m == nil {
|
|
panic("autoIndex.build not invalid, should be json format")
|
|
}
|
|
|
|
indexType, ok := m[common.IndexTypeKey]
|
|
if !ok {
|
|
panic("autoIndex.build not invalid, index type not found")
|
|
}
|
|
|
|
checker, err := indexparamcheck.GetIndexCheckerMgrInstance().GetChecker(indexType)
|
|
if err != nil {
|
|
panic(fmt.Sprintf("autoIndex.build not invalid, unsupported index type: %s", indexType))
|
|
}
|
|
|
|
checker.SetDefaultMetricTypeIfNotExist(m)
|
|
|
|
if err := checker.StaticCheck(m); err != nil {
|
|
panic(fmt.Sprintf("autoIndex.build not invalid, parameters not invalid, error: %s", err.Error()))
|
|
}
|
|
|
|
p.reset(m, mgr)
|
|
}
|
|
|
|
func (p *autoIndexConfig) reset(m map[string]string, mgr *config.Manager) {
|
|
j := funcutil.MapToJSON(m)
|
|
mgr.SetConfig("autoIndex.params.build", string(j))
|
|
}
|