// 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 entity import ( "github.com/milvus-io/milvus/pkg/v2/util/typeutil" ) // Vector interface vector used int search type Vector interface { Dim() int Serialize() []byte FieldType() FieldType } // FloatVector float32 vector wrapper. type FloatVector []float32 // Dim returns vector dimension. func (fv FloatVector) Dim() int { return len(fv) } // entity.FieldType returns coresponding field type. func (fv FloatVector) FieldType() FieldType { return FieldTypeFloatVector } // Serialize serializes vector into byte slice, used in search placeholder // LittleEndian is used for convention func (fv FloatVector) Serialize() []byte { return typeutil.Float32ArrayToBytes(fv) } func (fv FloatVector) ToFloat16Vector() Float16Vector { return typeutil.Float32ArrayToFloat16Bytes(fv) } // SerializeToBFloat16Bytes serializes vector into bfloat16 byte slice, // used in search placeholder func (fv FloatVector) ToBFloat16Vector() BFloat16Vector { return typeutil.Float32ArrayToBFloat16Bytes(fv) } // Float16Vector float16 vector wrapper. type Float16Vector []byte // Dim returns vector dimension. func (fv Float16Vector) Dim() int { return len(fv) / 2 } // entity.FieldType returns coresponding field type. func (fv Float16Vector) FieldType() FieldType { return FieldTypeFloat16Vector } func (fv Float16Vector) Serialize() []byte { return fv } func (fv Float16Vector) ToFloat32Vector() FloatVector { return typeutil.Float16BytesToFloat32Vector(fv) } // BFloat16Vector bfloat16 vector wrapper. type BFloat16Vector []byte // Dim returns vector dimension. func (fv BFloat16Vector) Dim() int { return len(fv) / 2 } // entity.FieldType returns coresponding field type. func (fv BFloat16Vector) FieldType() FieldType { return FieldTypeBFloat16Vector } func (fv BFloat16Vector) Serialize() []byte { return fv } func (fv BFloat16Vector) ToFloat32Vector() FloatVector { return typeutil.BFloat16BytesToFloat32Vector(fv) } // BinaryVector []byte vector wrapper type BinaryVector []byte // Dim return vector dimension, note that binary vector is bits count func (bv BinaryVector) Dim() int { return 8 * len(bv) } // Serialize just return bytes func (bv BinaryVector) Serialize() []byte { return bv } // entity.FieldType returns coresponding field type. func (bv BinaryVector) FieldType() FieldType { return FieldTypeBinaryVector } type Text string // Dim returns vector dimension. func (t Text) Dim() int { return 0 } // entity.FieldType returns coresponding field type. func (t Text) FieldType() FieldType { return FieldTypeVarChar } func (t Text) Serialize() []byte { return []byte(t) } // Int8Vector []int8 vector wrapper type Int8Vector []int8 // Dim return vector dimension func (iv Int8Vector) Dim() int { return len(iv) } // Serialize just return bytes func (iv Int8Vector) Serialize() []byte { return typeutil.Int8ArrayToBytes(iv) } // entity.FieldType returns coresponding field type. func (iv Int8Vector) FieldType() FieldType { return FieldTypeInt8Vector }