// 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 ( "testing" "github.com/stretchr/testify/assert" "github.com/milvus-io/milvus-proto/go-api/v2/commonpb" "github.com/milvus-io/milvus-proto/go-api/v2/schemapb" ) func TestConvertArrowSchema(t *testing.T) { fieldSchemas := []*schemapb.FieldSchema{ {FieldID: 1, Name: "field0", DataType: schemapb.DataType_Bool}, {FieldID: 2, Name: "field1", DataType: schemapb.DataType_Int8}, {FieldID: 3, Name: "field2", DataType: schemapb.DataType_Int16}, {FieldID: 4, Name: "field3", DataType: schemapb.DataType_Int32}, {FieldID: 5, Name: "field4", DataType: schemapb.DataType_Int64}, {FieldID: 6, Name: "field5", DataType: schemapb.DataType_Float}, {FieldID: 7, Name: "field6", DataType: schemapb.DataType_Double}, {FieldID: 8, Name: "field7", DataType: schemapb.DataType_String}, {FieldID: 9, Name: "field8", DataType: schemapb.DataType_VarChar}, {FieldID: 10, Name: "field9", DataType: schemapb.DataType_BinaryVector, TypeParams: []*commonpb.KeyValuePair{{Key: "dim", Value: "128"}}}, {FieldID: 11, Name: "field10", DataType: schemapb.DataType_FloatVector, TypeParams: []*commonpb.KeyValuePair{{Key: "dim", Value: "128"}}}, {FieldID: 12, Name: "field11", DataType: schemapb.DataType_Array, ElementType: schemapb.DataType_Int64}, {FieldID: 13, Name: "field12", DataType: schemapb.DataType_JSON}, {FieldID: 14, Name: "field13", DataType: schemapb.DataType_Float16Vector, TypeParams: []*commonpb.KeyValuePair{{Key: "dim", Value: "128"}}}, {FieldID: 15, Name: "field14", DataType: schemapb.DataType_BFloat16Vector, TypeParams: []*commonpb.KeyValuePair{{Key: "dim", Value: "128"}}}, {FieldID: 16, Name: "field15", DataType: schemapb.DataType_Int8Vector, TypeParams: []*commonpb.KeyValuePair{{Key: "dim", Value: "128"}}}, } StructArrayFieldSchemas := []*schemapb.StructArrayFieldSchema{ {FieldID: 17, Name: "struct_field0", Fields: []*schemapb.FieldSchema{ {FieldID: 18, Name: "field16", DataType: schemapb.DataType_Array, ElementType: schemapb.DataType_Int64}, {FieldID: 19, Name: "field17", DataType: schemapb.DataType_Array, ElementType: schemapb.DataType_Float}, }}, } schema := &schemapb.CollectionSchema{ Fields: fieldSchemas, StructArrayFields: StructArrayFieldSchemas, } arrowSchema, err := ConvertToArrowSchema(schema, false) assert.NoError(t, err) assert.Equal(t, len(fieldSchemas)+len(StructArrayFieldSchemas[0].Fields), len(arrowSchema.Fields())) } func TestConvertArrowSchemaWithoutDim(t *testing.T) { fieldSchemas := []*schemapb.FieldSchema{ {FieldID: 1, Name: "field0", DataType: schemapb.DataType_Bool}, {FieldID: 2, Name: "field1", DataType: schemapb.DataType_Int8}, {FieldID: 3, Name: "field2", DataType: schemapb.DataType_Int16}, {FieldID: 4, Name: "field3", DataType: schemapb.DataType_Int32}, {FieldID: 5, Name: "field4", DataType: schemapb.DataType_Int64}, {FieldID: 6, Name: "field5", DataType: schemapb.DataType_Float}, {FieldID: 7, Name: "field6", DataType: schemapb.DataType_Double}, {FieldID: 8, Name: "field7", DataType: schemapb.DataType_String}, {FieldID: 9, Name: "field8", DataType: schemapb.DataType_VarChar}, {FieldID: 10, Name: "field9", DataType: schemapb.DataType_BinaryVector, TypeParams: []*commonpb.KeyValuePair{{Key: "dim", Value: "128"}}}, {FieldID: 11, Name: "field10", DataType: schemapb.DataType_FloatVector, TypeParams: []*commonpb.KeyValuePair{{Key: "dim", Value: "128"}}}, {FieldID: 12, Name: "field11", DataType: schemapb.DataType_Array, ElementType: schemapb.DataType_Int64}, {FieldID: 13, Name: "field12", DataType: schemapb.DataType_JSON}, {FieldID: 14, Name: "field13", DataType: schemapb.DataType_Float16Vector, TypeParams: []*commonpb.KeyValuePair{}}, {FieldID: 15, Name: "field14", DataType: schemapb.DataType_BFloat16Vector, TypeParams: []*commonpb.KeyValuePair{}}, {FieldID: 16, Name: "field15", DataType: schemapb.DataType_Int8Vector, TypeParams: []*commonpb.KeyValuePair{}}, } schema := &schemapb.CollectionSchema{ Fields: fieldSchemas, } _, err := ConvertToArrowSchema(schema, false) assert.Error(t, err) }