Spaces:
Running
Running
File size: 3,798 Bytes
b110593 |
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94 95 96 97 98 99 100 101 102 103 104 105 106 107 108 |
// _ _
// __ _____ __ ___ ___ __ _| |_ ___
// \ \ /\ / / _ \/ _` \ \ / / |/ _` | __/ _ \
// \ V V / __/ (_| |\ V /| | (_| | || __/
// \_/\_/ \___|\__,_| \_/ |_|\__,_|\__\___|
//
// Copyright © 2016 - 2024 Weaviate B.V. All rights reserved.
//
// CONTACT: [email protected]
//
package test
import (
"encoding/json"
"fmt"
"os"
"testing"
"github.com/stretchr/testify/assert"
"github.com/weaviate/weaviate/entities/models"
"github.com/weaviate/weaviate/test/helper"
graphqlhelper "github.com/weaviate/weaviate/test/helper/graphql"
"github.com/weaviate/weaviate/test/helper/sample-schema/books"
)
func Test_QnATransformers(t *testing.T) {
helper.SetupClient(os.Getenv(weaviateEndpoint))
// Contextionary with QnA module config present
booksClass := books.ClassContextionaryVectorizerWithQnATransformers()
helper.CreateClass(t, booksClass)
defer helper.DeleteClass(t, booksClass.Class)
// Contextionary without QnA module config present
booksWithoutQnAConfig := "BooksWithoutConfig"
booksWithoutQnAConfigClass := books.ClassContextionaryVectorizerWithName(booksWithoutQnAConfig)
helper.CreateClass(t, booksWithoutQnAConfigClass)
defer helper.DeleteClass(t, booksWithoutQnAConfigClass.Class)
// Text2VecTransformers with QnA module config present
booksTransformers := "BooksTransformers"
booksTransformersClass := books.ClassTransformersVectorizerWithQnATransformersWithName(booksTransformers)
helper.CreateClass(t, booksTransformersClass)
defer helper.DeleteClass(t, booksTransformersClass.Class)
// Text2VecTransformers without QnA module config present
booksTransformersWithoutQnAConfig := "BooksTransformersWithoutConfig"
booksTransformersWithoutQnAConfigClass := books.ClassTransformersVectorizerWithName(booksTransformersWithoutQnAConfig)
helper.CreateClass(t, booksTransformersWithoutQnAConfigClass)
defer helper.DeleteClass(t, booksTransformersWithoutQnAConfigClass.Class)
t.Run("add data to Books schema", func(t *testing.T) {
bookObjects := []*models.Object{}
bookObjects = append(bookObjects, books.Objects()...)
bookObjects = append(bookObjects, books.ObjectsWithName(booksWithoutQnAConfig)...)
bookObjects = append(bookObjects, books.ObjectsWithName(booksTransformers)...)
bookObjects = append(bookObjects, books.ObjectsWithName(booksTransformersWithoutQnAConfig)...)
for _, book := range bookObjects {
helper.CreateObject(t, book)
helper.AssertGetObjectEventually(t, book.Class, book.ID)
}
})
t.Run("ask", func(t *testing.T) {
for _, class := range []*models.Class{booksClass, booksWithoutQnAConfigClass, booksTransformersClass, booksTransformersWithoutQnAConfigClass} {
t.Run(class.Class, func(t *testing.T) {
query := `
{
Get {
%s(
ask: {
question: "Who is Dune's author?"
}
limit: 1
){
title
_additional {
answer {
hasAnswer
property
result
startPosition
endPosition
}
}
}
}
}
`
result := graphqlhelper.AssertGraphQL(t, helper.RootAuth, fmt.Sprintf(query, class.Class))
books := result.Get("Get", class.Class).AsSlice()
expected := []interface{}{
map[string]interface{}{
"title": "Dune",
"_additional": map[string]interface{}{
"answer": map[string]interface{}{
"endPosition": json.Number("74"),
"hasAnswer": true,
"property": "description",
"result": "frank herbert",
"startPosition": json.Number("61"),
},
},
},
}
assert.ElementsMatch(t, expected, books)
})
}
})
}
|