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// _ _
// __ _____ __ ___ ___ __ _| |_ ___
// \ \ /\ / / _ \/ _` \ \ / / |/ _` | __/ _ \
// \ 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/stretchr/testify/require"
"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_CLIP(t *testing.T) {
helper.SetupClient(os.Getenv(weaviateEndpoint))
booksClass := books.ClassCLIPVectorizer()
helper.CreateClass(t, booksClass)
defer helper.DeleteClass(t, booksClass.Class)
t.Run("add data to Books schema", func(t *testing.T) {
for _, book := range books.Objects() {
helper.CreateObject(t, book)
helper.AssertGetObjectEventually(t, book.Class, book.ID)
}
})
tests := []struct {
concept string
expectedTitle string
}{
{
concept: "Dune",
expectedTitle: "Dune",
},
{
concept: "three",
expectedTitle: "The Lord of the Ice Garden",
},
}
for _, tt := range tests {
t.Run("query Books data with nearText", func(t *testing.T) {
result := graphqlhelper.AssertGraphQL(t, helper.RootAuth, fmt.Sprintf(`
{
Get {
Books(
limit: 1
nearText: {
concepts: ["%v"]
distance: 0.5
}
){
title
_additional {
distance
}
}
}
}
`, tt.concept))
books := result.Get("Get", "Books").AsSlice()
require.Len(t, books, 1)
title := books[0].(map[string]interface{})["title"]
assert.Equal(t, tt.expectedTitle, title)
distance := books[0].(map[string]interface{})["_additional"].(map[string]interface{})["distance"].(json.Number)
assert.NotNil(t, distance)
dist, err := distance.Float64()
require.Nil(t, err)
assert.Greater(t, dist, 0.0)
assert.LessOrEqual(t, dist, 0.03)
})
}
}
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