// _ _ // __ _____ __ ___ ___ __ _| |_ ___ // \ \ /\ / / _ \/ _` \ \ / / |/ _` | __/ _ \ // \ V V / __/ (_| |\ V /| | (_| | || __/ // \_/\_/ \___|\__,_| \_/ |_|\__,_|\__\___| // // Copyright © 2016 - 2024 Weaviate B.V. All rights reserved. // // CONTACT: hello@weaviate.io // package schema_test import ( "testing" "github.com/stretchr/testify/assert" "github.com/weaviate/weaviate/entities/models" "github.com/weaviate/weaviate/entities/schema" "github.com/weaviate/weaviate/entities/schema/test_utils" ) func Test_MergeRecursivelyNestedProperties(t *testing.T) { vFalse := false vTrue := true emptyProps := []*models.NestedProperty{} nestedProps1 := []*models.NestedProperty{ { Name: "nested_int", DataType: schema.DataTypeInt.PropString(), IndexFilterable: &vTrue, IndexSearchable: &vFalse, Tokenization: "", }, { Name: "nested_text", DataType: schema.DataTypeText.PropString(), IndexFilterable: &vTrue, IndexSearchable: &vTrue, Tokenization: models.PropertyTokenizationWord, }, { Name: "nested_objects", DataType: schema.DataTypeObjectArray.PropString(), IndexFilterable: &vTrue, IndexSearchable: &vFalse, Tokenization: "", NestedProperties: []*models.NestedProperty{ { Name: "nested_bool_lvl2", DataType: schema.DataTypeBoolean.PropString(), IndexFilterable: &vTrue, IndexSearchable: &vFalse, Tokenization: "", }, { Name: "nested_numbers_lvl2", DataType: schema.DataTypeNumberArray.PropString(), IndexFilterable: &vTrue, IndexSearchable: &vFalse, Tokenization: "", }, }, }, } nestedProps2 := []*models.NestedProperty{ { Name: "nested_number", DataType: schema.DataTypeNumber.PropString(), IndexFilterable: &vTrue, IndexSearchable: &vFalse, Tokenization: "", }, { Name: "nested_text", DataType: schema.DataTypeText.PropString(), IndexFilterable: &vTrue, IndexSearchable: &vTrue, Tokenization: models.PropertyTokenizationField, // different setting than (1) }, { Name: "nested_objects", DataType: schema.DataTypeObjectArray.PropString(), IndexFilterable: &vTrue, IndexSearchable: &vFalse, Tokenization: "", NestedProperties: []*models.NestedProperty{ { Name: "nested_date_lvl2", DataType: schema.DataTypeDate.PropString(), IndexFilterable: &vTrue, IndexSearchable: &vFalse, Tokenization: "", }, { Name: "nested_numbers_lvl2", DataType: schema.DataTypeNumberArray.PropString(), IndexFilterable: &vFalse, // different setting than (1) IndexSearchable: &vFalse, Tokenization: "", }, }, }, } mergedProps_1_2 := []*models.NestedProperty{ { Name: "nested_int", DataType: schema.DataTypeInt.PropString(), IndexFilterable: &vTrue, IndexSearchable: &vFalse, Tokenization: "", }, { Name: "nested_number", DataType: schema.DataTypeNumber.PropString(), IndexFilterable: &vTrue, IndexSearchable: &vFalse, Tokenization: "", }, { Name: "nested_text", DataType: schema.DataTypeText.PropString(), IndexFilterable: &vTrue, IndexSearchable: &vTrue, Tokenization: models.PropertyTokenizationWord, // from (1) }, { Name: "nested_objects", DataType: schema.DataTypeObjectArray.PropString(), IndexFilterable: &vTrue, IndexSearchable: &vFalse, Tokenization: "", NestedProperties: []*models.NestedProperty{ { Name: "nested_bool_lvl2", DataType: schema.DataTypeBoolean.PropString(), IndexFilterable: &vTrue, IndexSearchable: &vFalse, Tokenization: "", }, { Name: "nested_date_lvl2", DataType: schema.DataTypeDate.PropString(), IndexFilterable: &vTrue, IndexSearchable: &vFalse, Tokenization: "", }, { Name: "nested_numbers_lvl2", DataType: schema.DataTypeNumberArray.PropString(), IndexFilterable: &vTrue, // from (1) IndexSearchable: &vFalse, Tokenization: "", }, }, }, } mergedProps_2_1 := []*models.NestedProperty{ { Name: "nested_int", DataType: schema.DataTypeInt.PropString(), IndexFilterable: &vTrue, IndexSearchable: &vFalse, Tokenization: "", }, { Name: "nested_number", DataType: schema.DataTypeNumber.PropString(), IndexFilterable: &vTrue, IndexSearchable: &vFalse, Tokenization: "", }, { Name: "nested_text", DataType: schema.DataTypeText.PropString(), IndexFilterable: &vTrue, IndexSearchable: &vTrue, Tokenization: models.PropertyTokenizationField, // from (2) }, { Name: "nested_objects", DataType: schema.DataTypeObjectArray.PropString(), IndexFilterable: &vTrue, IndexSearchable: &vFalse, Tokenization: "", NestedProperties: []*models.NestedProperty{ { Name: "nested_bool_lvl2", DataType: schema.DataTypeBoolean.PropString(), IndexFilterable: &vTrue, IndexSearchable: &vFalse, Tokenization: "", }, { Name: "nested_date_lvl2", DataType: schema.DataTypeDate.PropString(), IndexFilterable: &vTrue, IndexSearchable: &vFalse, Tokenization: "", }, { Name: "nested_numbers_lvl2", DataType: schema.DataTypeNumberArray.PropString(), IndexFilterable: &vFalse, // from (2) IndexSearchable: &vFalse, Tokenization: "", }, }, }, } t.Run("empty + nested", func(t *testing.T) { nestedProps, merged := schema.MergeRecursivelyNestedProperties(emptyProps, nestedProps1) assert.True(t, merged) assert.Equal(t, nestedProps1, nestedProps) }) t.Run("nested + empty", func(t *testing.T) { nestedProps, merged := schema.MergeRecursivelyNestedProperties(nestedProps1, emptyProps) assert.False(t, merged) assert.Equal(t, nestedProps1, nestedProps) }) t.Run("2 x nested", func(t *testing.T) { nestedProps, merged := schema.MergeRecursivelyNestedProperties(nestedProps1, nestedProps1) assert.False(t, merged) assert.Equal(t, nestedProps1, nestedProps) }) t.Run("nested1 + nested2", func(t *testing.T) { nestedProps, merged := schema.MergeRecursivelyNestedProperties(nestedProps1, nestedProps2) assert.True(t, merged) assert.NotEqual(t, nestedProps1, nestedProps) assert.NotEqual(t, nestedProps2, nestedProps) test_utils.AssertNestedPropsMatch(t, mergedProps_1_2, nestedProps) }) t.Run("nested2 + nested1", func(t *testing.T) { nestedProps, merged := schema.MergeRecursivelyNestedProperties(nestedProps2, nestedProps1) assert.True(t, merged) assert.NotEqual(t, nestedProps1, nestedProps) assert.NotEqual(t, nestedProps2, nestedProps) test_utils.AssertNestedPropsMatch(t, mergedProps_2_1, nestedProps) }) }