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fc968ff1c2
Related to #44257 This PR - Pass column stats for avg size split policy - Add param items for policy configuration --------- Signed-off-by: Congqi Xia <congqi.xia@zilliz.com>
77 lines
2.5 KiB
Go
77 lines
2.5 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 storagecommon
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import (
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"sort"
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"github.com/milvus-io/milvus-proto/go-api/v2/schemapb"
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"github.com/milvus-io/milvus/pkg/v2/util/paramtable"
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"github.com/milvus-io/milvus/pkg/v2/util/typeutil"
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)
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const (
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// column group id for short columns
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DefaultShortColumnGroupID = 0
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)
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type ColumnGroup struct {
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GroupID typeutil.UniqueID
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Columns []int // column indices
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Fields []int64
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}
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func SplitColumns(fields []*schemapb.FieldSchema, stats map[int64]ColumnStats, policies ...ColumnGroupSplitPolicy) []ColumnGroup {
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split := newCurrentSplit(fields, stats)
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for _, policy := range policies {
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split = policy.Split(split)
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}
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sort.Slice(split.outputGroups, func(i, j int) bool {
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return split.outputGroups[i].GroupID < split.outputGroups[j].GroupID
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})
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return split.outputGroups
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}
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func DefaultPolicies() []ColumnGroupSplitPolicy {
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paramtable.Init()
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result := make([]ColumnGroupSplitPolicy, 0, 4)
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if paramtable.Get().CommonCfg.Stv2SplitSystemColumn.GetAsBool() {
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result = append(result, NewSystemColumnPolicy(paramtable.Get().CommonCfg.Stv2SystemColumnIncludePK.GetAsBool()))
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}
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if paramtable.Get().CommonCfg.Stv2SplitByAvgSize.GetAsBool() {
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result = append(result, NewAvgSizePolicy(paramtable.Get().CommonCfg.Stv2SplitAvgSizeThreshold.GetAsInt64()))
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}
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result = append(result,
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NewSelectedDataTypePolicy(),
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NewRemanentShortPolicy(-1))
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return result
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}
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func IsVectorDataType(dataType schemapb.DataType) bool {
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switch dataType {
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case schemapb.DataType_BinaryVector,
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schemapb.DataType_Float16Vector,
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schemapb.DataType_BFloat16Vector,
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schemapb.DataType_Int8Vector,
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schemapb.DataType_FloatVector,
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schemapb.DataType_SparseFloatVector,
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schemapb.DataType_ArrayOfVector:
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return true
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}
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return false
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}
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