foxspy d7b2ffe5aa
enhance: add an unify vector index config checker (#36844)
issue: #34298

Signed-off-by: xianliang.li <xianliang.li@zilliz.com>
2024-10-28 10:11:37 +08:00

59 lines
2.0 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 indexparamcheck
import (
"fmt"
"math"
"github.com/cockroachdb/errors"
"github.com/milvus-io/milvus-proto/go-api/v2/schemapb"
"github.com/milvus-io/milvus/pkg/util/typeutil"
)
type baseChecker struct{}
func (c baseChecker) CheckTrain(dataType schemapb.DataType, params map[string]string) error {
if typeutil.IsSparseFloatVectorType(dataType) {
if !CheckStrByValues(params, Metric, SparseMetrics) {
return fmt.Errorf("metric type not found or not supported for sparse float vectors, supported: %v", SparseMetrics)
}
} else {
// we do not check dim for sparse
if !CheckIntByRange(params, DIM, 1, math.MaxInt) {
return fmt.Errorf("failed to check vector dimension, should be larger than 0 and smaller than math.MaxInt")
}
}
return nil
}
// CheckValidDataType check whether the field data type is supported for the index type
func (c baseChecker) CheckValidDataType(indexType IndexType, field *schemapb.FieldSchema) error {
return nil
}
func (c baseChecker) SetDefaultMetricTypeIfNotExist(dType schemapb.DataType, m map[string]string) {}
func (c baseChecker) StaticCheck(dataType schemapb.DataType, params map[string]string) error {
return errors.New("unsupported index type")
}
func newBaseChecker() IndexChecker {
return &baseChecker{}
}