github.com/weaviate/weaviate@v1.24.6/test/modules/text2vec-contextionary/near_text_test.go (about)

     1  //                           _       _
     2  // __      _____  __ ___   ___  __ _| |_ ___
     3  // \ \ /\ / / _ \/ _` \ \ / / |/ _` | __/ _ \
     4  //  \ V  V /  __/ (_| |\ V /| | (_| | ||  __/
     5  //   \_/\_/ \___|\__,_| \_/ |_|\__,_|\__\___|
     6  //
     7  //  Copyright © 2016 - 2024 Weaviate B.V. All rights reserved.
     8  //
     9  //  CONTACT: hello@weaviate.io
    10  //
    11  
    12  package test
    13  
    14  import (
    15  	"os"
    16  	"reflect"
    17  	"testing"
    18  
    19  	"github.com/weaviate/weaviate/test/helper"
    20  	graphqlhelper "github.com/weaviate/weaviate/test/helper/graphql"
    21  	"github.com/weaviate/weaviate/test/helper/sample-schema/books"
    22  	"github.com/weaviate/weaviate/test/helper/sample-schema/multishard"
    23  )
    24  
    25  func Test_Text2Vec_NearText(t *testing.T) {
    26  	helper.SetupClient(os.Getenv(weaviateNode1Endpoint))
    27  	booksClass := books.ClassContextionaryVectorizer()
    28  	multiShardClass := multishard.ClassContextionaryVectorizer()
    29  	helper.CreateClass(t, booksClass)
    30  	helper.CreateClass(t, multiShardClass)
    31  	defer helper.DeleteClass(t, booksClass.Class)
    32  	defer helper.DeleteClass(t, multiShardClass.Class)
    33  
    34  	t.Run("import data", func(t *testing.T) {
    35  		for _, book := range books.Objects() {
    36  			helper.CreateObject(t, book)
    37  			helper.AssertGetObjectEventually(t, book.Class, book.ID)
    38  		}
    39  		for _, multi := range multishard.Objects() {
    40  			helper.CreateObject(t, multi)
    41  			helper.AssertGetObjectEventually(t, multi.Class, multi.ID)
    42  		}
    43  	})
    44  
    45  	t.Run("nearText with sorting, asc", func(t *testing.T) {
    46  		query := `
    47  		{
    48  			Get {
    49  				Books(
    50  					nearText: {concepts: ["novel"]}
    51  					sort: [{path: ["title"], order: asc}]
    52  				) {
    53  					title
    54  				}
    55  			}
    56  		}`
    57  
    58  		expected := []interface{}{
    59  			map[string]interface{}{"title": "Dune"},
    60  			map[string]interface{}{"title": "Project Hail Mary"},
    61  			map[string]interface{}{"title": "The Lord of the Ice Garden"},
    62  		}
    63  		result := graphqlhelper.AssertGraphQL(t, helper.RootAuth, query)
    64  		received := result.Get("Get", "Books").AsSlice()
    65  		if !reflect.DeepEqual(expected, received) {
    66  			t.Errorf("sort objects expected = %v, received %v", expected, received)
    67  		}
    68  	})
    69  
    70  	t.Run("nearText with sorting, desc", func(t *testing.T) {
    71  		query := `
    72  		{
    73  			Get {
    74  				Books(
    75  					nearText: {concepts: ["novel"]}
    76  					sort: [{path: ["title"], order: desc}]
    77  				) {
    78  					title
    79  				}
    80  			}
    81  		}`
    82  
    83  		expected := []interface{}{
    84  			map[string]interface{}{"title": "The Lord of the Ice Garden"},
    85  			map[string]interface{}{"title": "Project Hail Mary"},
    86  			map[string]interface{}{"title": "Dune"},
    87  		}
    88  		result := graphqlhelper.AssertGraphQL(t, helper.RootAuth, query)
    89  		received := result.Get("Get", "Books").AsSlice()
    90  		if !reflect.DeepEqual(expected, received) {
    91  			t.Errorf("sort objects expected = %v, received %v", expected, received)
    92  		}
    93  	})
    94  }