milvus/internal/indexnode/util.go
Xu Tong e429965f32
Add float16 approve for multi-type part (#28427)
issue:https://github.com/milvus-io/milvus/issues/22837

Add bfloat16 vector, add the index part of float16 vector.

Signed-off-by: Writer-X <1256866856@qq.com>
2024-01-11 15:48:51 +08:00

42 lines
1.4 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 indexnode
import (
"unsafe"
"github.com/milvus-io/milvus-proto/go-api/v2/schemapb"
)
func estimateFieldDataSize(dim int64, numRows int64, dataType schemapb.DataType) (uint64, error) {
if dataType == schemapb.DataType_FloatVector {
var value float32
/* #nosec G103 */
return uint64(dim) * uint64(numRows) * uint64(unsafe.Sizeof(value)), nil
}
if dataType == schemapb.DataType_BinaryVector {
return uint64(dim) / 8 * uint64(numRows), nil
}
if dataType == schemapb.DataType_Float16Vector {
return uint64(dim) * uint64(numRows) * 2, nil
}
if dataType == schemapb.DataType_BFloat16Vector {
return uint64(dim) * uint64(numRows) * 2, nil
}
return 0, nil
}