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// _ _
// __ _____ __ ___ ___ __ _| |_ ___
// \ \ /\ / / _ \/ _` \ \ / / |/ _` | __/ _ \
// \ V V / __/ (_| |\ V /| | (_| | || __/
// \_/\_/ \___|\__,_| \_/ |_|\__,_|\__\___|
//
// Copyright © 2016 - 2024 Weaviate B.V. All rights reserved.
//
// CONTACT: [email protected]
//
package test
import (
"encoding/json"
"testing"
"github.com/stretchr/testify/require"
"github.com/weaviate/weaviate/client/objects"
"github.com/weaviate/weaviate/entities/models"
"github.com/weaviate/weaviate/test/helper"
)
func searchNeighbors(t *testing.T) {
listParams := objects.NewObjectsListParams().WithInclude(ptString("nearestNeighbors"))
res, err := helper.Client(t).Objects.ObjectsList(listParams, nil)
require.Nil(t, err, "should not error")
extractNeighbor := func(in *models.Object) []interface{} {
// marshalling to JSON and back into an untyped map to make sure we assert
// on the actual JSON structure. This way if we accidentally change the
// goswagger generation so it affects both the client and the server in the
// same way, this test should catch it
b, err := json.Marshal(in)
require.Nil(t, err)
var untyped map[string]interface{}
err = json.Unmarshal(b, &untyped)
require.Nil(t, err)
return untyped["additional"].(map[string]interface{})["nearestNeighbors"].(map[string]interface{})["neighbors"].([]interface{})
}
validateNeighbors(t, extractNeighbor(res.Payload.Objects[0]), extractNeighbor(res.Payload.Objects[1]))
}
func featureProjection(t *testing.T) {
listParams := objects.NewObjectsListParams().WithInclude(ptString("featureProjection"))
res, err := helper.Client(t).Objects.ObjectsList(listParams, nil)
require.Nil(t, err, "should not error")
extractProjection := func(in *models.Object) []interface{} {
// marshalling to JSON and back into an untyped map to make sure we assert
// on the actual JSON structure. This way if we accidentally change the
// goswagger generation so it affects both the client and the server in the
// same way, this test should catch it
b, err := json.Marshal(in)
require.Nil(t, err)
var untyped map[string]interface{}
err = json.Unmarshal(b, &untyped)
require.Nil(t, err)
return untyped["additional"].(map[string]interface{})["featureProjection"].(map[string]interface{})["vector"].([]interface{})
}
validateProjections(t, 2, extractProjection(res.Payload.Objects[0]), extractProjection(res.Payload.Objects[1]))
}
func ptString(in string) *string {
return &in
}
func validateNeighbors(t *testing.T, neighborsGroups ...[]interface{}) {
for i, group := range neighborsGroups {
if len(group) == 0 {
t.Fatalf("group %d: length of neighbors is 0", i)
}
for j, neighbor := range group {
asMap := neighbor.(map[string]interface{})
if len(asMap["concept"].(string)) == 0 {
t.Fatalf("group %d: element %d: concept has length 0", i, j)
}
}
}
}
func validateProjections(t *testing.T, dims int, vectors ...[]interface{}) {
for _, vector := range vectors {
if len(vector) != dims {
t.Fatalf("expected feature projection vector to have length 3, got: %d", len(vector))
}
}
}
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