// 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 storage import ( "io" "reflect" "testing" "github.com/apache/arrow/go/v17/arrow" "github.com/apache/arrow/go/v17/arrow/array" "github.com/apache/arrow/go/v17/arrow/memory" "github.com/stretchr/testify/assert" "github.com/milvus-io/milvus-proto/go-api/v2/schemapb" "github.com/milvus-io/milvus/pkg/v2/common" ) type MockRecordWriter struct { writefn func(Record) error closefn func() error } var _ RecordWriter = (*MockRecordWriter)(nil) func (w *MockRecordWriter) Write(record Record) error { return w.writefn(record) } func (w *MockRecordWriter) Close() error { return w.closefn() } func (w *MockRecordWriter) GetWrittenUncompressed() uint64 { return 0 } func TestSerDe(t *testing.T) { type args struct { dt schemapb.DataType v any } tests := []struct { name string args args want interface{} want1 bool }{ {"test bool", args{dt: schemapb.DataType_Bool, v: true}, true, true}, {"test bool null", args{dt: schemapb.DataType_Bool, v: nil}, nil, true}, {"test bool negative", args{dt: schemapb.DataType_Bool, v: -1}, nil, false}, {"test int8", args{dt: schemapb.DataType_Int8, v: int8(1)}, int8(1), true}, {"test int8 null", args{dt: schemapb.DataType_Int8, v: nil}, nil, true}, {"test int8 negative", args{dt: schemapb.DataType_Int8, v: true}, nil, false}, {"test int16", args{dt: schemapb.DataType_Int16, v: int16(1)}, int16(1), true}, {"test int16 null", args{dt: schemapb.DataType_Int16, v: nil}, nil, true}, {"test int16 negative", args{dt: schemapb.DataType_Int16, v: true}, nil, false}, {"test int32", args{dt: schemapb.DataType_Int32, v: int32(1)}, int32(1), true}, {"test int32 null", args{dt: schemapb.DataType_Int32, v: nil}, nil, true}, {"test int32 negative", args{dt: schemapb.DataType_Int32, v: true}, nil, false}, {"test int64", args{dt: schemapb.DataType_Int64, v: int64(1)}, int64(1), true}, {"test int64 null", args{dt: schemapb.DataType_Int64, v: nil}, nil, true}, {"test int64 negative", args{dt: schemapb.DataType_Int64, v: true}, nil, false}, {"test float32", args{dt: schemapb.DataType_Float, v: float32(1)}, float32(1), true}, {"test float32 null", args{dt: schemapb.DataType_Float, v: nil}, nil, true}, {"test float32 negative", args{dt: schemapb.DataType_Float, v: -1}, nil, false}, {"test float64", args{dt: schemapb.DataType_Double, v: float64(1)}, float64(1), true}, {"test float64 null", args{dt: schemapb.DataType_Double, v: nil}, nil, true}, {"test float64 negative", args{dt: schemapb.DataType_Double, v: -1}, nil, false}, {"test string", args{dt: schemapb.DataType_String, v: "test"}, "test", true}, {"test string null", args{dt: schemapb.DataType_String, v: nil}, nil, true}, {"test string negative", args{dt: schemapb.DataType_String, v: -1}, nil, false}, {"test varchar", args{dt: schemapb.DataType_VarChar, v: "test"}, "test", true}, {"test varchar null", args{dt: schemapb.DataType_VarChar, v: nil}, nil, true}, {"test varchar negative", args{dt: schemapb.DataType_VarChar, v: -1}, nil, false}, {"test array negative", args{dt: schemapb.DataType_Array, v: "{}"}, nil, false}, {"test array null", args{dt: schemapb.DataType_Array, v: nil}, nil, true}, {"test json", args{dt: schemapb.DataType_JSON, v: []byte("{}")}, []byte("{}"), true}, {"test json null", args{dt: schemapb.DataType_JSON, v: nil}, nil, true}, {"test json negative", args{dt: schemapb.DataType_JSON, v: -1}, nil, false}, {"test float vector", args{dt: schemapb.DataType_FloatVector, v: []float32{1.0}}, []float32{1.0}, true}, {"test float vector null", args{dt: schemapb.DataType_FloatVector, v: nil}, nil, true}, {"test float vector negative", args{dt: schemapb.DataType_FloatVector, v: []int{1}}, nil, false}, {"test bool vector", args{dt: schemapb.DataType_BinaryVector, v: []byte{0xff}}, []byte{0xff}, true}, {"test float16 vector", args{dt: schemapb.DataType_Float16Vector, v: []byte{0xff, 0xff}}, []byte{0xff, 0xff}, true}, {"test bfloat16 vector", args{dt: schemapb.DataType_BFloat16Vector, v: []byte{0xff, 0xff}}, []byte{0xff, 0xff}, true}, {"test bfloat16 vector null", args{dt: schemapb.DataType_BFloat16Vector, v: nil}, nil, true}, {"test bfloat16 vector negative", args{dt: schemapb.DataType_BFloat16Vector, v: -1}, nil, false}, } for _, tt := range tests { t.Run(tt.name, func(t *testing.T) { dt := tt.args.dt v := tt.args.v builder := array.NewBuilder(memory.DefaultAllocator, serdeMap[dt].arrowType(1)) serdeMap[dt].serialize(builder, v) // assert.True(t, ok) a := builder.NewArray() got, got1 := serdeMap[dt].deserialize(a, 0) if !reflect.DeepEqual(got, tt.want) { t.Errorf("deserialize() got = %v, want %v", got, tt.want) } if got1 != tt.want1 { t.Errorf("deserialize() got1 = %v, want %v", got1, tt.want1) } }) } } func BenchmarkDeserializeReader(b *testing.B) { len := 1000000 blobs, err := generateTestData(len) assert.NoError(b, err) b.ResetTimer() for i := 0; i < b.N; i++ { reader, err := NewBinlogDeserializeReader(generateTestSchema(), MakeBlobsReader(blobs)) assert.NoError(b, err) defer reader.Close() for i := 0; i < len; i++ { err = reader.Next() _ = reader.Value() assert.NoError(b, err) } err = reader.Next() assert.Equal(b, io.EOF, err) } } func BenchmarkBinlogIterator(b *testing.B) { len := 1000000 blobs, err := generateTestData(len) assert.NoError(b, err) b.ResetTimer() for i := 0; i < b.N; i++ { itr, err := NewInsertBinlogIterator(blobs, common.RowIDField, schemapb.DataType_Int64) assert.NoError(b, err) defer itr.Dispose() for i := 0; i < len; i++ { assert.True(b, itr.HasNext()) _, err = itr.Next() assert.NoError(b, err) } assert.False(b, itr.HasNext()) } } func TestCalculateArraySize(t *testing.T) { mem := memory.NewCheckedAllocator(memory.DefaultAllocator) defer mem.AssertSize(t, 0) tests := []struct { name string arrayBuilder func() arrow.Array expectedSize int }{ { name: "Empty array", arrayBuilder: func() arrow.Array { b := array.NewInt32Builder(mem) defer b.Release() return b.NewArray() }, expectedSize: 0, }, { name: "Fixed-length array", arrayBuilder: func() arrow.Array { b := array.NewInt32Builder(mem) defer b.Release() b.AppendValues([]int32{1, 2, 3, 4}, nil) return b.NewArray() }, expectedSize: 17, // 4 elements * 4 bytes + bitmap(1bytes) }, { name: "Variable-length string array", arrayBuilder: func() arrow.Array { b := array.NewStringBuilder(mem) defer b.Release() b.AppendValues([]string{"hello", "world"}, nil) return b.NewArray() }, expectedSize: 11, // "hello" (5 bytes) + "world" (5 bytes) + bitmap(1bytes) }, { name: "Nested list array", arrayBuilder: func() arrow.Array { b := array.NewListBuilder(mem, arrow.PrimitiveTypes.Int32) defer b.Release() valueBuilder := b.ValueBuilder().(*array.Int32Builder) b.Append(true) valueBuilder.AppendValues([]int32{1, 2, 3}, nil) b.Append(true) valueBuilder.AppendValues([]int32{4, 5}, nil) b.Append(true) valueBuilder.AppendValues([]int32{}, nil) return b.NewArray() }, expectedSize: 21, // 3 + 2 elements in data buffer, plus bitmap(1bytes) }, } for _, tt := range tests { t.Run(tt.name, func(t *testing.T) { arr := tt.arrayBuilder() defer arr.Release() size := calculateArraySize(arr) if size != tt.expectedSize { t.Errorf("Expected size %d, got %d", tt.expectedSize, size) } }) } } func TestCalculateArraySizeWithOffset(t *testing.T) { mem := memory.NewCheckedAllocator(memory.DefaultAllocator) defer mem.AssertSize(t, 0) b := array.NewStringBuilder(mem) defer b.Release() b.AppendValues([]string{"zero", "one", "two", "three", "four"}, nil) fullArray := b.NewArray() defer fullArray.Release() slicedArray := array.NewSlice(fullArray, 1, 4) // Offset = 1, End = 4 defer slicedArray.Release() size := calculateArraySize(slicedArray) expectedSize := len("one") + len("two") + len("three") + 1 // "one", "two", "three", bitmap(1 bytes) if size != expectedSize { t.Errorf("Expected size %d, got %d", expectedSize, size) } }