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// _ _
// __ _____ __ ___ ___ __ _| |_ ___
// \ \ /\ / / _ \/ _` \ \ / / |/ _` | __/ _ \
// \ V V / __/ (_| |\ V /| | (_| | || __/
// \_/\_/ \___|\__,_| \_/ |_|\__,_|\__\___|
//
// Copyright © 2016 - 2024 Weaviate B.V. All rights reserved.
//
// CONTACT: [email protected]
//
package test
import (
"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 TestRerankerTransformers(t *testing.T) {
helper.SetupClient(os.Getenv(weaviateEndpoint))
booksClass := books.ClassContextionaryVectorizer()
helper.CreateClass(t, booksClass)
defer helper.DeleteClass(t, booksClass.Class)
t.Run("import data", func(t *testing.T) {
for _, book := range books.Objects() {
helper.CreateObject(t, book)
helper.AssertGetObjectEventually(t, book.Class, book.ID)
}
})
t.Run("rerank", func(t *testing.T) {
query := `
{
Get {
Books{
title
_additional{
id
rerank(property:"description", query: "Who is the author of Dune?") {
score
}
}
}
}
}`
result := graphqlhelper.AssertGraphQL(t, helper.RootAuth, query)
booksResponse := result.Get("Get", "Books").AsSlice()
require.True(t, len(booksResponse) > 0)
results, ok := booksResponse[0].(map[string]interface{})
require.True(t, ok)
assert.True(t, results["title"] != nil)
assert.NotNil(t, results["_additional"])
additional, ok := results["_additional"].(map[string]interface{})
require.True(t, ok)
assert.Equal(t, books.Dune.String(), additional["id"])
assert.NotNil(t, additional["rerank"])
rerank, ok := additional["rerank"].([]interface{})
require.True(t, ok)
score, ok := rerank[0].(map[string]interface{})
require.True(t, ok)
require.NotNil(t, score)
assert.NotNil(t, score["score"])
})
}
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