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// _ _
// __ _____ __ ___ ___ __ _| |_ ___
// \ \ /\ / / _ \/ _` \ \ / / |/ _` | __/ _ \
// \ V V / __/ (_| |\ V /| | (_| | || __/
// \_/\_/ \___|\__,_| \_/ |_|\__,_|\__\___|
//
// Copyright © 2016 - 2024 Weaviate B.V. All rights reserved.
//
// CONTACT: [email protected]
//
package test
import (
"testing"
"time"
"github.com/go-openapi/strfmt"
"github.com/stretchr/testify/assert"
"github.com/stretchr/testify/require"
"github.com/weaviate/weaviate/client/classifications"
"github.com/weaviate/weaviate/client/objects"
"github.com/weaviate/weaviate/entities/models"
"github.com/weaviate/weaviate/test/helper"
testhelper "github.com/weaviate/weaviate/test/helper"
)
func contextualClassification(t *testing.T) {
var id strfmt.UUID
res, err := helper.Client(t).Classifications.ClassificationsPost(classifications.NewClassificationsPostParams().
WithParams(&models.Classification{
Class: "Article",
ClassifyProperties: []string{"ofCategory"},
BasedOnProperties: []string{"content"},
Type: "text2vec-contextionary-contextual",
}), nil)
require.Nil(t, err)
id = res.Payload.ID
// wait for classification to be completed
testhelper.AssertEventuallyEqualWithFrequencyAndTimeout(t, "completed", func() interface{} {
res, err := helper.Client(t).Classifications.ClassificationsGet(classifications.NewClassificationsGetParams().
WithID(id.String()), nil)
require.Nil(t, err)
return res.Payload.Status
}, 100*time.Millisecond, 15*time.Second)
// wait for latest changes to be indexed / wait for consistency
testhelper.AssertEventuallyEqual(t, true, func() interface{} {
res, err := helper.Client(t).Objects.ObjectsGet(objects.NewObjectsGetParams().
WithID(article1), nil)
require.Nil(t, err)
return res.Payload.Properties.(map[string]interface{})["ofCategory"] != nil
})
testhelper.AssertEventuallyEqual(t, true, func() interface{} {
res, err := helper.Client(t).Objects.ObjectsGet(objects.NewObjectsGetParams().
WithID(article2), nil)
require.Nil(t, err)
return res.Payload.Properties.(map[string]interface{})["ofCategory"] != nil
})
testhelper.AssertEventuallyEqual(t, true, func() interface{} {
res, err := helper.Client(t).Objects.ObjectsGet(objects.NewObjectsGetParams().
WithID(article3), nil)
require.Nil(t, err)
return res.Payload.Properties.(map[string]interface{})["ofCategory"] != nil
})
gres := AssertGraphQL(t, nil, `
{
Get {
Article {
_additional {
id
}
ofCategory {
... on Category {
name
}
}
}
}
}`)
expectedCategoriesByID := map[strfmt.UUID]string{
article1: "Computers and Technology",
article2: "Food and Drink",
article3: "Politics",
}
articles := gres.Get("Get", "Article").AsSlice()
for _, article := range articles {
actual := article.(map[string]interface{})["ofCategory"].([]interface{})[0].(map[string]interface{})["name"].(string)
id := article.(map[string]interface{})["_additional"].(map[string]interface{})["id"].(string)
assert.Equal(t, expectedCategoriesByID[strfmt.UUID(id)], actual)
}
}
func ptString(in string) *string {
return &in
}
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