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https://gitee.com/milvus-io/milvus.git
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633a749880
Signed-off-by: xiaofan-luan <xiaofan.luan@zilliz.com> Signed-off-by: xiaofan-luan <xiaofan.luan@zilliz.com>
518 lines
16 KiB
Go
518 lines
16 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 storage
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import (
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"encoding/binary"
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"fmt"
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"testing"
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"github.com/milvus-io/milvus-proto/go-api/schemapb"
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"github.com/milvus-io/milvus/internal/log"
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"github.com/milvus-io/milvus/internal/proto/etcdpb"
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"github.com/stretchr/testify/assert"
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"go.uber.org/zap"
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)
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const (
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CollectionID = 1
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PartitionID = 1
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SegmentID = 1
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RowIDField = 0
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TimestampField = 1
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BoolField = 100
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Int8Field = 101
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Int16Field = 102
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Int32Field = 103
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Int64Field = 104
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FloatField = 105
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DoubleField = 106
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StringField = 107
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BinaryVectorField = 108
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FloatVectorField = 109
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)
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func TestInsertCodec(t *testing.T) {
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schema := &etcdpb.CollectionMeta{
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ID: CollectionID,
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CreateTime: 1,
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SegmentIDs: []int64{SegmentID},
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PartitionTags: []string{"partition_0", "partition_1"},
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Schema: &schemapb.CollectionSchema{
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Name: "schema",
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Description: "schema",
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AutoID: true,
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Fields: []*schemapb.FieldSchema{
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{
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FieldID: RowIDField,
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Name: "row_id",
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IsPrimaryKey: false,
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Description: "row_id",
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DataType: schemapb.DataType_Int64,
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},
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{
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FieldID: TimestampField,
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Name: "Timestamp",
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IsPrimaryKey: false,
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Description: "Timestamp",
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DataType: schemapb.DataType_Int64,
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},
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{
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FieldID: BoolField,
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Name: "field_bool",
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IsPrimaryKey: false,
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Description: "bool",
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DataType: schemapb.DataType_Bool,
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},
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{
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FieldID: Int8Field,
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Name: "field_int8",
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IsPrimaryKey: false,
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Description: "int8",
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DataType: schemapb.DataType_Int8,
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},
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{
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FieldID: Int16Field,
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Name: "field_int16",
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IsPrimaryKey: false,
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Description: "int16",
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DataType: schemapb.DataType_Int16,
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},
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{
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FieldID: Int32Field,
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Name: "field_int32",
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IsPrimaryKey: false,
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Description: "int32",
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DataType: schemapb.DataType_Int32,
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},
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{
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FieldID: Int64Field,
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Name: "field_int64",
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IsPrimaryKey: false,
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Description: "int64",
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DataType: schemapb.DataType_Int64,
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},
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{
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FieldID: FloatField,
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Name: "field_float",
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IsPrimaryKey: false,
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Description: "float",
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DataType: schemapb.DataType_Float,
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},
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{
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FieldID: DoubleField,
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Name: "field_double",
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IsPrimaryKey: false,
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Description: "double",
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DataType: schemapb.DataType_Double,
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},
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{
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FieldID: StringField,
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Name: "field_string",
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IsPrimaryKey: false,
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Description: "string",
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DataType: schemapb.DataType_String,
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},
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{
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FieldID: BinaryVectorField,
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Name: "field_binary_vector",
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IsPrimaryKey: false,
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Description: "binary_vector",
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DataType: schemapb.DataType_BinaryVector,
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},
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{
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FieldID: FloatVectorField,
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Name: "field_float_vector",
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IsPrimaryKey: false,
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Description: "float_vector",
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DataType: schemapb.DataType_FloatVector,
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},
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},
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},
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}
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insertCodec := NewInsertCodec(schema)
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insertData1 := &InsertData{
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Data: map[int64]FieldData{
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RowIDField: &Int64FieldData{
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NumRows: []int64{2},
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Data: []int64{3, 4},
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},
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TimestampField: &Int64FieldData{
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NumRows: []int64{2},
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Data: []int64{3, 4},
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},
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BoolField: &BoolFieldData{
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NumRows: []int64{2},
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Data: []bool{true, false},
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},
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Int8Field: &Int8FieldData{
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NumRows: []int64{2},
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Data: []int8{3, 4},
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},
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Int16Field: &Int16FieldData{
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NumRows: []int64{2},
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Data: []int16{3, 4},
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},
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Int32Field: &Int32FieldData{
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NumRows: []int64{2},
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Data: []int32{3, 4},
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},
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Int64Field: &Int64FieldData{
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NumRows: []int64{2},
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Data: []int64{3, 4},
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},
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FloatField: &FloatFieldData{
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NumRows: []int64{2},
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Data: []float32{3, 4},
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},
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DoubleField: &DoubleFieldData{
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NumRows: []int64{2},
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Data: []float64{3, 4},
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},
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StringField: &StringFieldData{
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NumRows: []int64{2},
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Data: []string{"3", "4"},
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},
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BinaryVectorField: &BinaryVectorFieldData{
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NumRows: []int64{2},
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Data: []byte{0, 255},
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Dim: 8,
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},
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FloatVectorField: &FloatVectorFieldData{
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NumRows: []int64{2},
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Data: []float32{4, 5, 6, 7, 4, 5, 6, 7},
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Dim: 4,
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},
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},
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}
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insertData2 := &InsertData{
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Data: map[int64]FieldData{
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RowIDField: &Int64FieldData{
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NumRows: []int64{2},
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Data: []int64{1, 2},
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},
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TimestampField: &Int64FieldData{
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NumRows: []int64{2},
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Data: []int64{1, 2},
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},
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BoolField: &BoolFieldData{
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NumRows: []int64{2},
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Data: []bool{true, false},
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},
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Int8Field: &Int8FieldData{
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NumRows: []int64{2},
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Data: []int8{1, 2},
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},
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Int16Field: &Int16FieldData{
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NumRows: []int64{2},
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Data: []int16{1, 2},
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},
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Int32Field: &Int32FieldData{
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NumRows: []int64{2},
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Data: []int32{1, 2},
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},
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Int64Field: &Int64FieldData{
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NumRows: []int64{2},
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Data: []int64{1, 2},
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},
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FloatField: &FloatFieldData{
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NumRows: []int64{2},
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Data: []float32{1, 2},
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},
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DoubleField: &DoubleFieldData{
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NumRows: []int64{2},
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Data: []float64{1, 2},
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},
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StringField: &StringFieldData{
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NumRows: []int64{2},
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Data: []string{"1", "2"},
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},
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BinaryVectorField: &BinaryVectorFieldData{
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NumRows: []int64{2},
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Data: []byte{0, 255},
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Dim: 8,
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},
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FloatVectorField: &FloatVectorFieldData{
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NumRows: []int64{2},
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Data: []float32{0, 1, 2, 3, 0, 1, 2, 3},
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Dim: 4,
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},
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},
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}
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insertDataEmpty := &InsertData{
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Data: map[int64]FieldData{
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RowIDField: &Int64FieldData{[]int64{}, []int64{}},
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TimestampField: &Int64FieldData{[]int64{}, []int64{}},
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BoolField: &BoolFieldData{[]int64{}, []bool{}},
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Int8Field: &Int8FieldData{[]int64{}, []int8{}},
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Int16Field: &Int16FieldData{[]int64{}, []int16{}},
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Int32Field: &Int32FieldData{[]int64{}, []int32{}},
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Int64Field: &Int64FieldData{[]int64{}, []int64{}},
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FloatField: &FloatFieldData{[]int64{}, []float32{}},
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DoubleField: &DoubleFieldData{[]int64{}, []float64{}},
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StringField: &StringFieldData{[]int64{}, []string{}},
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BinaryVectorField: &BinaryVectorFieldData{[]int64{}, []byte{}, 8},
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FloatVectorField: &FloatVectorFieldData{[]int64{}, []float32{}, 4},
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},
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}
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b, s, err := insertCodec.Serialize(PartitionID, SegmentID, insertDataEmpty)
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assert.Error(t, err)
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assert.Empty(t, b)
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assert.Empty(t, s)
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Blobs1, statsBlob1, err := insertCodec.Serialize(PartitionID, SegmentID, insertData1)
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assert.Nil(t, err)
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for _, blob := range Blobs1 {
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blob.Key = fmt.Sprintf("1/insert_log/2/3/4/5/%d", 100)
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assert.Equal(t, blob.GetKey(), blob.Key)
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}
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Blobs2, statsBlob2, err := insertCodec.Serialize(PartitionID, SegmentID, insertData2)
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assert.Nil(t, err)
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for _, blob := range Blobs2 {
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blob.Key = fmt.Sprintf("1/insert_log/2/3/4/5/%d", 99)
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assert.Equal(t, blob.GetKey(), blob.Key)
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}
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resultBlobs := append(Blobs1, Blobs2...)
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collID, partID, segID, resultData, err := insertCodec.DeserializeAll(resultBlobs)
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assert.Nil(t, err)
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assert.Equal(t, UniqueID(CollectionID), collID)
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assert.Equal(t, UniqueID(PartitionID), partID)
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assert.Equal(t, UniqueID(SegmentID), segID)
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assert.Equal(t, []int64{2, 2}, resultData.Data[RowIDField].(*Int64FieldData).NumRows)
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assert.Equal(t, []int64{2, 2}, resultData.Data[TimestampField].(*Int64FieldData).NumRows)
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assert.Equal(t, []int64{2, 2}, resultData.Data[BoolField].(*BoolFieldData).NumRows)
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assert.Equal(t, []int64{2, 2}, resultData.Data[Int8Field].(*Int8FieldData).NumRows)
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assert.Equal(t, []int64{2, 2}, resultData.Data[Int16Field].(*Int16FieldData).NumRows)
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assert.Equal(t, []int64{2, 2}, resultData.Data[Int32Field].(*Int32FieldData).NumRows)
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assert.Equal(t, []int64{2, 2}, resultData.Data[Int64Field].(*Int64FieldData).NumRows)
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assert.Equal(t, []int64{2, 2}, resultData.Data[FloatField].(*FloatFieldData).NumRows)
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assert.Equal(t, []int64{2, 2}, resultData.Data[DoubleField].(*DoubleFieldData).NumRows)
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assert.Equal(t, []int64{2, 2}, resultData.Data[StringField].(*StringFieldData).NumRows)
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assert.Equal(t, []int64{2, 2}, resultData.Data[BinaryVectorField].(*BinaryVectorFieldData).NumRows)
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assert.Equal(t, []int64{2, 2}, resultData.Data[FloatVectorField].(*FloatVectorFieldData).NumRows)
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assert.Equal(t, []int64{1, 2, 3, 4}, resultData.Data[RowIDField].(*Int64FieldData).Data)
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assert.Equal(t, []int64{1, 2, 3, 4}, resultData.Data[TimestampField].(*Int64FieldData).Data)
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assert.Equal(t, []bool{true, false, true, false}, resultData.Data[BoolField].(*BoolFieldData).Data)
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assert.Equal(t, []int8{1, 2, 3, 4}, resultData.Data[Int8Field].(*Int8FieldData).Data)
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assert.Equal(t, []int16{1, 2, 3, 4}, resultData.Data[Int16Field].(*Int16FieldData).Data)
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assert.Equal(t, []int32{1, 2, 3, 4}, resultData.Data[Int32Field].(*Int32FieldData).Data)
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assert.Equal(t, []int64{1, 2, 3, 4}, resultData.Data[Int64Field].(*Int64FieldData).Data)
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assert.Equal(t, []float32{1, 2, 3, 4}, resultData.Data[FloatField].(*FloatFieldData).Data)
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assert.Equal(t, []float64{1, 2, 3, 4}, resultData.Data[DoubleField].(*DoubleFieldData).Data)
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assert.Equal(t, []string{"1", "2", "3", "4"}, resultData.Data[StringField].(*StringFieldData).Data)
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assert.Equal(t, []byte{0, 255, 0, 255}, resultData.Data[BinaryVectorField].(*BinaryVectorFieldData).Data)
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assert.Equal(t, []float32{0, 1, 2, 3, 0, 1, 2, 3, 4, 5, 6, 7, 4, 5, 6, 7}, resultData.Data[FloatVectorField].(*FloatVectorFieldData).Data)
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log.Debug("Data", zap.Any("Data", resultData.Data))
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log.Debug("Infos", zap.Any("Infos", resultData.Infos))
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blobs := []*Blob{}
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_, _, _, err = insertCodec.Deserialize(blobs)
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assert.NotNil(t, err)
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_, _, _, _, err = insertCodec.DeserializeAll(blobs)
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assert.NotNil(t, err)
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_, err = DeserializeStats(statsBlob1)
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assert.Nil(t, err)
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_, err = DeserializeStats(statsBlob2)
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assert.Nil(t, err)
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}
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func TestDeleteCodec(t *testing.T) {
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t.Run("int64 pk", func(t *testing.T) {
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deleteCodec := NewDeleteCodec()
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pk1 := &Int64PrimaryKey{
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Value: 1,
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}
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deleteData := &DeleteData{
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Pks: []PrimaryKey{pk1},
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Tss: []uint64{43757345},
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RowCount: int64(1),
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}
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pk2 := &Int64PrimaryKey{
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Value: 2,
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}
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deleteData.Append(pk2, 23578294723)
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blob, err := deleteCodec.Serialize(CollectionID, 1, 1, deleteData)
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assert.Nil(t, err)
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pid, sid, data, err := deleteCodec.Deserialize([]*Blob{blob})
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assert.Nil(t, err)
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assert.Equal(t, pid, int64(1))
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assert.Equal(t, sid, int64(1))
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assert.Equal(t, data, deleteData)
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})
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t.Run("string pk", func(t *testing.T) {
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deleteCodec := NewDeleteCodec()
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pk1 := NewVarCharPrimaryKey("test1")
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deleteData := &DeleteData{
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Pks: []PrimaryKey{pk1},
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Tss: []uint64{43757345},
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RowCount: int64(1),
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}
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pk2 := NewVarCharPrimaryKey("test2")
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deleteData.Append(pk2, 23578294723)
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blob, err := deleteCodec.Serialize(CollectionID, 1, 1, deleteData)
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assert.Nil(t, err)
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pid, sid, data, err := deleteCodec.Deserialize([]*Blob{blob})
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assert.Nil(t, err)
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assert.Equal(t, pid, int64(1))
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assert.Equal(t, sid, int64(1))
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assert.Equal(t, data, deleteData)
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})
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}
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func TestUpgradeDeleteLog(t *testing.T) {
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binlogWriter := NewDeleteBinlogWriter(schemapb.DataType_String, CollectionID, 1, 1)
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eventWriter, err := binlogWriter.NextDeleteEventWriter()
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assert.Nil(t, err)
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dData := &DeleteData{
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Pks: []PrimaryKey{&Int64PrimaryKey{Value: 1}, &Int64PrimaryKey{Value: 2}},
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Tss: []Timestamp{100, 200},
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RowCount: 2,
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}
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sizeTotal := 0
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for i := int64(0); i < dData.RowCount; i++ {
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int64PkValue := dData.Pks[i].(*Int64PrimaryKey).Value
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ts := dData.Tss[i]
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err = eventWriter.AddOneStringToPayload(fmt.Sprintf("%d,%d", int64PkValue, ts))
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assert.Nil(t, err)
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sizeTotal += binary.Size(int64PkValue)
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sizeTotal += binary.Size(ts)
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}
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eventWriter.SetEventTimestamp(100, 200)
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binlogWriter.SetEventTimeStamp(100, 200)
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binlogWriter.AddExtra(originalSizeKey, fmt.Sprintf("%v", sizeTotal))
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err = binlogWriter.Finish()
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assert.Nil(t, err)
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buffer, err := binlogWriter.GetBuffer()
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assert.Nil(t, err)
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blob := &Blob{Value: buffer}
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dCodec := NewDeleteCodec()
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parID, segID, deleteData, err := dCodec.Deserialize([]*Blob{blob})
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assert.Nil(t, err)
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assert.Equal(t, int64(1), parID)
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assert.Equal(t, int64(1), segID)
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assert.ElementsMatch(t, dData.Pks, deleteData.Pks)
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assert.ElementsMatch(t, dData.Tss, deleteData.Tss)
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}
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func TestDDCodec(t *testing.T) {
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dataDefinitionCodec := NewDataDefinitionCodec(int64(1))
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ts := []Timestamp{1, 2, 3, 4}
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ddRequests := []string{
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"CreateCollection",
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"DropCollection",
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"CreatePartition",
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"DropPartition",
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}
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eventTypeCodes := []EventTypeCode{
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CreateCollectionEventType,
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DropCollectionEventType,
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CreatePartitionEventType,
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DropPartitionEventType,
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}
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blobs, err := dataDefinitionCodec.Serialize(ts, ddRequests, eventTypeCodes)
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assert.Nil(t, err)
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for _, blob := range blobs {
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blob.Key = fmt.Sprintf("1/data_definition/3/4/5/%d", 99)
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}
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resultTs, resultRequests, err := dataDefinitionCodec.Deserialize(blobs)
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assert.Nil(t, err)
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assert.Equal(t, resultTs, ts)
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assert.Equal(t, resultRequests, ddRequests)
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blobs = []*Blob{}
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_, _, err = dataDefinitionCodec.Deserialize(blobs)
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assert.NotNil(t, err)
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}
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func TestTsError(t *testing.T) {
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insertData := &InsertData{}
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insertCodec := NewInsertCodec(nil)
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blobs, _, err := insertCodec.Serialize(1, 1, insertData)
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assert.Nil(t, blobs)
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assert.NotNil(t, err)
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}
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//func TestSchemaError(t *testing.T) {
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// schema := &etcdpb.CollectionMeta{
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// ID: CollectionID,
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// CreateTime: 1,
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|
// SegmentIDs: []int64{SegmentID},
|
|
// PartitionTags: []string{"partition_0", "partition_1"},
|
|
// Schema: &schemapb.CollectionSchema{
|
|
// Name: "schema",
|
|
// Description: "schema",
|
|
// AutoID: true,
|
|
// Fields: []*schemapb.FieldSchema{
|
|
// {
|
|
// FieldID: RowIDField,
|
|
// Name: "row_id",
|
|
// IsPrimaryKey: false,
|
|
// Description: "row_id",
|
|
// DataType: schemapb.DataType_Int64,
|
|
// },
|
|
// {
|
|
// FieldID: TimestampField,
|
|
// Name: "Timestamp",
|
|
// IsPrimaryKey: false,
|
|
// Description: "Timestamp",
|
|
// DataType: schemapb.DataType_Int64,
|
|
// },
|
|
// {
|
|
// FieldID: BoolField,
|
|
// Name: "field_bool",
|
|
// IsPrimaryKey: false,
|
|
// Description: "bool",
|
|
// DataType: 999,
|
|
// },
|
|
// },
|
|
// },
|
|
// }
|
|
// insertData := &InsertData{
|
|
// Data: map[int64]FieldData{
|
|
// RowIDField: &Int64FieldData{
|
|
// NumRows: []int64{2},
|
|
// Data: []int64{3, 4},
|
|
// },
|
|
// TimestampField: &Int64FieldData{
|
|
// NumRows: []int64{2},
|
|
// Data: []int64{3, 4},
|
|
// },
|
|
// BoolField: &BoolFieldData{
|
|
// NumRows: []int64{2},
|
|
// Data: []bool{true, false},
|
|
// },
|
|
// },
|
|
// }
|
|
// insertCodec := NewInsertCodec(schema)
|
|
// blobs, _, err := insertCodec.Serialize(PartitionID, SegmentID, insertData)
|
|
// assert.Nil(t, blobs)
|
|
// assert.NotNil(t, err)
|
|
//}
|