// Copyright (C) 2019-2020 Zilliz. All rights reserved. // // Licensed 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 storage import ( "fmt" "testing" "github.com/milvus-io/milvus/internal/proto/etcdpb" "github.com/milvus-io/milvus/internal/proto/schemapb" "github.com/stretchr/testify/assert" ) func TestInsertCodec(t *testing.T) { schema := &etcdpb.CollectionMeta{ ID: 1, CreateTime: 1, SegmentIDs: []int64{0, 1}, PartitionTags: []string{"partition_0", "partition_1"}, Schema: &schemapb.CollectionSchema{ Name: "schema", Description: "schema", AutoID: true, Fields: []*schemapb.FieldSchema{ { FieldID: 0, Name: "row_id", IsPrimaryKey: false, Description: "row_id", DataType: schemapb.DataType_Int64, }, { FieldID: 1, Name: "Ts", IsPrimaryKey: false, Description: "Ts", DataType: schemapb.DataType_Int64, }, { FieldID: 100, Name: "field_bool", IsPrimaryKey: false, Description: "description_2", DataType: schemapb.DataType_Bool, }, { FieldID: 101, Name: "field_int8", IsPrimaryKey: false, Description: "description_3", DataType: schemapb.DataType_Int8, }, { FieldID: 102, Name: "field_int16", IsPrimaryKey: false, Description: "description_4", DataType: schemapb.DataType_Int16, }, { FieldID: 103, Name: "field_int32", IsPrimaryKey: false, Description: "description_5", DataType: schemapb.DataType_Int32, }, { FieldID: 104, Name: "field_int64", IsPrimaryKey: false, Description: "description_6", DataType: schemapb.DataType_Int64, }, { FieldID: 105, Name: "field_float", IsPrimaryKey: false, Description: "description_7", DataType: schemapb.DataType_Float, }, { FieldID: 106, Name: "field_double", IsPrimaryKey: false, Description: "description_8", DataType: schemapb.DataType_Double, }, { FieldID: 107, Name: "field_string", IsPrimaryKey: false, Description: "description_9", DataType: schemapb.DataType_String, }, { FieldID: 108, Name: "field_binary_vector", IsPrimaryKey: false, Description: "description_10", DataType: schemapb.DataType_BinaryVector, }, { FieldID: 109, Name: "field_float_vector", IsPrimaryKey: false, Description: "description_11", DataType: schemapb.DataType_FloatVector, }, }, }, } insertCodec := NewInsertCodec(schema) insertDataFirst := &InsertData{ Data: map[int64]FieldData{ 0: &Int64FieldData{ NumRows: 2, Data: []int64{3, 4}, }, 1: &Int64FieldData{ NumRows: 2, Data: []int64{3, 4}, }, 100: &BoolFieldData{ NumRows: 2, Data: []bool{true, false}, }, 101: &Int8FieldData{ NumRows: 2, Data: []int8{3, 4}, }, 102: &Int16FieldData{ NumRows: 2, Data: []int16{3, 4}, }, 103: &Int32FieldData{ NumRows: 2, Data: []int32{3, 4}, }, 104: &Int64FieldData{ NumRows: 2, Data: []int64{3, 4}, }, 105: &FloatFieldData{ NumRows: 2, Data: []float32{3, 4}, }, 106: &DoubleFieldData{ NumRows: 2, Data: []float64{3, 4}, }, 107: &StringFieldData{ NumRows: 2, Data: []string{"3", "4"}, }, 108: &BinaryVectorFieldData{ NumRows: 2, Data: []byte{0, 255}, Dim: 8, }, 109: &FloatVectorFieldData{ NumRows: 2, Data: []float32{0, 1, 2, 3, 4, 5, 6, 7, 0, 1, 2, 3, 4, 5, 6, 7}, Dim: 8, }, }, } insertDataSecond := &InsertData{ Data: map[int64]FieldData{ 0: &Int64FieldData{ NumRows: 2, Data: []int64{1, 2}, }, 1: &Int64FieldData{ NumRows: 2, Data: []int64{1, 2}, }, 100: &BoolFieldData{ NumRows: 2, Data: []bool{true, false}, }, 101: &Int8FieldData{ NumRows: 2, Data: []int8{1, 2}, }, 102: &Int16FieldData{ NumRows: 2, Data: []int16{1, 2}, }, 103: &Int32FieldData{ NumRows: 2, Data: []int32{1, 2}, }, 104: &Int64FieldData{ NumRows: 2, Data: []int64{1, 2}, }, 105: &FloatFieldData{ NumRows: 2, Data: []float32{1, 2}, }, 106: &DoubleFieldData{ NumRows: 2, Data: []float64{1, 2}, }, 107: &StringFieldData{ NumRows: 2, Data: []string{"1", "2"}, }, 108: &BinaryVectorFieldData{ NumRows: 2, Data: []byte{0, 255}, Dim: 8, }, 109: &FloatVectorFieldData{ NumRows: 2, Data: []float32{0, 1, 2, 3, 4, 5, 6, 7, 0, 1, 2, 3, 4, 5, 6, 7}, Dim: 8, }, }, } firstBlobs, _, err := insertCodec.Serialize(1, 1, insertDataFirst) assert.Nil(t, err) for _, blob := range firstBlobs { blob.Key = fmt.Sprintf("1/insert_log/2/3/4/5/%d", 100) assert.Equal(t, blob.GetKey(), blob.Key) } secondBlobs, _, err := insertCodec.Serialize(1, 1, insertDataSecond) assert.Nil(t, err) for _, blob := range secondBlobs { blob.Key = fmt.Sprintf("1/insert_log/2/3/4/5/%d", 99) assert.Equal(t, blob.GetKey(), blob.Key) } resultBlobs := append(firstBlobs, secondBlobs...) partitionID, segmentID, resultData, err := insertCodec.Deserialize(resultBlobs) assert.Nil(t, err) assert.Equal(t, int64(1), partitionID) assert.Equal(t, int64(1), segmentID) assert.Equal(t, 4, resultData.Data[0].(*Int64FieldData).NumRows) assert.Equal(t, 4, resultData.Data[1].(*Int64FieldData).NumRows) assert.Equal(t, 4, resultData.Data[100].(*BoolFieldData).NumRows) assert.Equal(t, 4, resultData.Data[101].(*Int8FieldData).NumRows) assert.Equal(t, 4, resultData.Data[102].(*Int16FieldData).NumRows) assert.Equal(t, 4, resultData.Data[103].(*Int32FieldData).NumRows) assert.Equal(t, 4, resultData.Data[104].(*Int64FieldData).NumRows) assert.Equal(t, 4, resultData.Data[105].(*FloatFieldData).NumRows) assert.Equal(t, 4, resultData.Data[106].(*DoubleFieldData).NumRows) assert.Equal(t, 4, resultData.Data[107].(*StringFieldData).NumRows) assert.Equal(t, 4, resultData.Data[108].(*BinaryVectorFieldData).NumRows) assert.Equal(t, 4, resultData.Data[109].(*FloatVectorFieldData).NumRows) assert.Equal(t, []int64{1, 2, 3, 4}, resultData.Data[0].(*Int64FieldData).Data) assert.Equal(t, []int64{1, 2, 3, 4}, resultData.Data[1].(*Int64FieldData).Data) assert.Equal(t, []bool{true, false, true, false}, resultData.Data[100].(*BoolFieldData).Data) assert.Equal(t, []int8{1, 2, 3, 4}, resultData.Data[101].(*Int8FieldData).Data) assert.Equal(t, []int16{1, 2, 3, 4}, resultData.Data[102].(*Int16FieldData).Data) assert.Equal(t, []int32{1, 2, 3, 4}, resultData.Data[103].(*Int32FieldData).Data) assert.Equal(t, []int64{1, 2, 3, 4}, resultData.Data[104].(*Int64FieldData).Data) assert.Equal(t, []float32{1, 2, 3, 4}, resultData.Data[105].(*FloatFieldData).Data) assert.Equal(t, []float64{1, 2, 3, 4}, resultData.Data[106].(*DoubleFieldData).Data) assert.Equal(t, []string{"1", "2", "3", "4"}, resultData.Data[107].(*StringFieldData).Data) assert.Equal(t, []byte{0, 255, 0, 255}, resultData.Data[108].(*BinaryVectorFieldData).Data) assert.Equal(t, []float32{0, 1, 2, 3, 4, 5, 6, 7, 0, 1, 2, 3, 4, 5, 6, 7, 0, 1, 2, 3, 4, 5, 6, 7, 0, 1, 2, 3, 4, 5, 6, 7}, resultData.Data[109].(*FloatVectorFieldData).Data) assert.Nil(t, insertCodec.Close()) blobs := []*Blob{} _, _, _, err = insertCodec.Deserialize(blobs) assert.NotNil(t, err) } func TestDDCodec(t *testing.T) { dataDefinitionCodec := NewDataDefinitionCodec(int64(1)) ts := []Timestamp{ 1, 2, 3, 4, } ddRequests := []string{ "CreateCollection", "DropCollection", "CreatePartition", "DropPartition", } eventTypeCodes := []EventTypeCode{ CreateCollectionEventType, DropCollectionEventType, CreatePartitionEventType, DropPartitionEventType, } blobs, err := dataDefinitionCodec.Serialize(ts, ddRequests, eventTypeCodes) assert.Nil(t, err) for _, blob := range blobs { blob.Key = fmt.Sprintf("1/data_definition/3/4/5/%d", 99) } resultTs, resultRequests, err := dataDefinitionCodec.Deserialize(blobs) assert.Nil(t, err) assert.Equal(t, resultTs, ts) assert.Equal(t, resultRequests, ddRequests) assert.Nil(t, dataDefinitionCodec.Close()) blobs = []*Blob{} _, _, err = dataDefinitionCodec.Deserialize(blobs) assert.NotNil(t, err) } func TestIndexCodec(t *testing.T) { indexCodec := NewIndexCodec() blobs := []*Blob{ { "12345", []byte{1, 2, 3, 4, 5, 6, 7, 1, 2, 3, 4, 5, 6, 7}, }, { "6666", []byte{6, 6, 6, 6, 6, 1, 2, 3, 4, 5, 6, 7}, }, { "8885", []byte{8, 8, 8, 8, 8, 8, 8, 8, 2, 3, 4, 5, 6, 7}, }, } indexParams := map[string]string{ "k1": "v1", "k2": "v2", } blobsInput, err := indexCodec.Serialize(blobs, indexParams, "index_test_name", 1234) assert.Nil(t, err) assert.EqualValues(t, 4, len(blobsInput)) assert.EqualValues(t, IndexParamsFile, blobsInput[3].Key) blobsOutput, indexParamsOutput, indexName, indexID, err := indexCodec.Deserialize(blobsInput) assert.Nil(t, err) assert.EqualValues(t, 3, len(blobsOutput)) for i := 0; i < 3; i++ { assert.EqualValues(t, blobs[i], blobsOutput[i]) } assert.EqualValues(t, indexParams, indexParamsOutput) assert.EqualValues(t, "index_test_name", indexName) assert.EqualValues(t, 1234, indexID) blobs = []*Blob{} _, _, _, _, err = indexCodec.Deserialize(blobs) assert.NotNil(t, err) } func TestTsError(t *testing.T) { insertData := &InsertData{} insertCodec := NewInsertCodec(nil) blobs, _, err := insertCodec.Serialize(1, 1, insertData) assert.Nil(t, blobs) assert.NotNil(t, err) } func TestSchemaError(t *testing.T) { schema := &etcdpb.CollectionMeta{ ID: 1, CreateTime: 1, SegmentIDs: []int64{0, 1}, PartitionTags: []string{"partition_0", "partition_1"}, Schema: &schemapb.CollectionSchema{ Name: "schema", Description: "schema", AutoID: true, Fields: []*schemapb.FieldSchema{ { FieldID: 0, Name: "row_id", IsPrimaryKey: false, Description: "row_id", DataType: schemapb.DataType_Int64, }, { FieldID: 1, Name: "Ts", IsPrimaryKey: false, Description: "Ts", DataType: schemapb.DataType_Int64, }, { FieldID: 100, Name: "field_bool", IsPrimaryKey: false, Description: "description_2", DataType: 999, }, }, }, } insertData := &InsertData{ Data: map[int64]FieldData{ 0: &Int64FieldData{ NumRows: 2, Data: []int64{3, 4}, }, 1: &Int64FieldData{ NumRows: 2, Data: []int64{3, 4}, }, 100: &BoolFieldData{ NumRows: 2, Data: []bool{true, false}, }, }, } insertCodec := NewInsertCodec(schema) blobs, _, err := insertCodec.Serialize(1, 1, insertData) assert.Nil(t, blobs) assert.NotNil(t, err) }