// 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 column import ( "fmt" "math/rand" "testing" "github.com/stretchr/testify/suite" "github.com/milvus-io/milvus/client/v2/entity" ) type NullableScalarSuite struct { suite.Suite } func (s *NullableScalarSuite) TestBasic() { s.Run("nullable_bool", func() { name := fmt.Sprintf("field_%d", rand.Intn(1000)) data := []bool{true, false} validData := []bool{true, false} column, err := NewNullableColumnBool(name, data, validData) s.NoError(err) s.Equal(entity.FieldTypeBool, column.Type()) s.Equal(name, column.Name()) s.Equal(data, column.Data()) for i := 0; i < len(validData); i++ { r, err := column.IsNull(i) s.NoError(err) s.Equal(validData[i], !r) } fd := column.FieldData() s.Equal(validData, fd.GetValidData()) result, err := FieldDataColumn(fd, 0, -1) s.NoError(err) parsed, ok := result.(*ColumnBool) if s.True(ok) { s.Equal(name, parsed.Name()) s.Equal(data, parsed.Data()) s.Equal(entity.FieldTypeBool, column.Type()) } _, err = NewNullableColumnBool(name, data, nil) s.Error(err) }) s.Run("nullable_int8", func() { name := fmt.Sprintf("field_%d", rand.Intn(1000)) data := []int8{1, 2, 3} validData := []bool{true, false, true} column, err := NewNullableColumnInt8(name, data, validData) s.NoError(err) s.Equal(entity.FieldTypeInt8, column.Type()) s.Equal(name, column.Name()) s.Equal(data, column.Data()) for i := 0; i < len(validData); i++ { r, err := column.IsNull(i) s.NoError(err) s.Equal(validData[i], !r) } fd := column.FieldData() s.Equal(validData, fd.GetValidData()) result, err := FieldDataColumn(fd, 0, -1) s.NoError(err) parsed, ok := result.(*ColumnInt8) if s.True(ok) { s.Equal(name, parsed.Name()) s.Equal(data, parsed.Data()) s.Equal(entity.FieldTypeInt8, column.Type()) } _, err = NewNullableColumnInt8(name, data, nil) s.Error(err) }) s.Run("nullable_int16", func() { name := fmt.Sprintf("field_%d", rand.Intn(1000)) data := []int16{1, 2, 3} validData := []bool{true, false, true} column, err := NewNullableColumnInt16(name, data, validData) s.NoError(err) s.Equal(entity.FieldTypeInt16, column.Type()) s.Equal(name, column.Name()) s.Equal(data, column.Data()) for i := 0; i < len(validData); i++ { r, err := column.IsNull(i) s.NoError(err) s.Equal(validData[i], !r) } fd := column.FieldData() s.Equal(validData, fd.GetValidData()) result, err := FieldDataColumn(fd, 0, -1) s.NoError(err) parsed, ok := result.(*ColumnInt16) if s.True(ok) { s.Equal(name, parsed.Name()) s.Equal(data, parsed.Data()) s.Equal(entity.FieldTypeInt16, column.Type()) } _, err = NewNullableColumnInt16(name, data, nil) s.Error(err) }) s.Run("nullable_int32", func() { name := fmt.Sprintf("field_%d", rand.Intn(1000)) data := []int32{1, 2, 3} validData := []bool{true, false, true} column, err := NewNullableColumnInt32(name, data, validData) s.NoError(err) s.Equal(entity.FieldTypeInt32, column.Type()) s.Equal(name, column.Name()) s.Equal(data, column.Data()) for i := 0; i < len(validData); i++ { r, err := column.IsNull(i) s.NoError(err) s.Equal(validData[i], !r) } fd := column.FieldData() s.Equal(validData, fd.GetValidData()) result, err := FieldDataColumn(fd, 0, -1) s.NoError(err) parsed, ok := result.(*ColumnInt32) if s.True(ok) { s.Equal(name, parsed.Name()) s.Equal(data, parsed.Data()) s.Equal(entity.FieldTypeInt32, column.Type()) } _, err = NewNullableColumnInt32(name, data, nil) s.Error(err) }) s.Run("nullable_int64", func() { name := fmt.Sprintf("field_%d", rand.Intn(1000)) data := []int64{1, 2, 3} validData := []bool{true, false, true} column, err := NewNullableColumnInt64(name, data, validData) s.NoError(err) s.Equal(entity.FieldTypeInt64, column.Type()) s.Equal(name, column.Name()) s.Equal(data, column.Data()) for i := 0; i < len(validData); i++ { r, err := column.IsNull(i) s.NoError(err) s.Equal(validData[i], !r) } fd := column.FieldData() s.Equal(validData, fd.GetValidData()) result, err := FieldDataColumn(fd, 0, -1) s.NoError(err) parsed, ok := result.(*ColumnInt64) if s.True(ok) { s.Equal(name, parsed.Name()) s.Equal(data, parsed.Data()) s.Equal(entity.FieldTypeInt64, column.Type()) } _, err = NewNullableColumnInt64(name, data, nil) s.Error(err) }) s.Run("nullable_float", func() { name := fmt.Sprintf("field_%d", rand.Intn(1000)) data := []float32{0.1, 0.2, 0.3} validData := []bool{true, false, true} column, err := NewNullableColumnFloat(name, data, validData) s.NoError(err) s.Equal(entity.FieldTypeFloat, column.Type()) s.Equal(name, column.Name()) s.Equal(data, column.Data()) for i := 0; i < len(validData); i++ { r, err := column.IsNull(i) s.NoError(err) s.Equal(validData[i], !r) } fd := column.FieldData() s.Equal(validData, fd.GetValidData()) result, err := FieldDataColumn(fd, 0, -1) s.NoError(err) parsed, ok := result.(*ColumnFloat) if s.True(ok) { s.Equal(name, parsed.Name()) s.Equal(data, parsed.Data()) s.Equal(entity.FieldTypeFloat, column.Type()) } _, err = NewNullableColumnFloat(name, data, nil) s.Error(err) }) s.Run("nullable_double", func() { name := fmt.Sprintf("field_%d", rand.Intn(1000)) data := []float64{0.1, 0.2, 0.3} validData := []bool{true, false, true} column, err := NewNullableColumnDouble(name, data, validData) s.NoError(err) s.Equal(entity.FieldTypeDouble, column.Type()) s.Equal(name, column.Name()) s.Equal(data, column.Data()) for i := 0; i < len(validData); i++ { r, err := column.IsNull(i) s.NoError(err) s.Equal(validData[i], !r) } fd := column.FieldData() s.Equal(validData, fd.GetValidData()) result, err := FieldDataColumn(fd, 0, -1) s.NoError(err) parsed, ok := result.(*ColumnDouble) if s.True(ok) { s.Equal(name, parsed.Name()) s.Equal(data, parsed.Data()) s.Equal(entity.FieldTypeDouble, column.Type()) } _, err = NewNullableColumnDouble(name, data, nil) s.Error(err) }) } func TestNullableScalar(t *testing.T) { suite.Run(t, new(NullableScalarSuite)) }