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// _ _
// __ _____ __ ___ ___ __ _| |_ ___
// \ \ /\ / / _ \/ _` \ \ / / |/ _` | __/ _ \
// \ V V / __/ (_| |\ V /| | (_| | || __/
// \_/\_/ \___|\__,_| \_/ |_|\__,_|\__\___|
//
// Copyright © 2016 - 2024 Weaviate B.V. All rights reserved.
//
// CONTACT: [email protected]
//
package test
import (
"fmt"
"testing"
"time"
"github.com/go-openapi/strfmt"
"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 zeroshotClassification(t *testing.T) {
var id strfmt.UUID
t.Run("start the classification and wait for completion", func(t *testing.T) {
res, err := helper.Client(t).Classifications.ClassificationsPost(
classifications.NewClassificationsPostParams().WithParams(&models.Classification{
Class: "Recipes",
ClassifyProperties: []string{"ofFoodType"},
BasedOnProperties: []string{"text"},
Type: "zeroshot",
}), 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)
})
t.Run("assure changes present", func(t *testing.T) {
// 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(unclassifiedSteak), nil)
require.Nil(t, err)
return res.Payload.Properties.(map[string]interface{})["ofFoodType"] != nil
})
testhelper.AssertEventuallyEqual(t, true, func() interface{} {
res, err := helper.Client(t).Objects.ObjectsGet(objects.NewObjectsGetParams().
WithID(unclassifiedIceCreams), nil)
require.Nil(t, err)
return res.Payload.Properties.(map[string]interface{})["ofFoodType"] != nil
})
})
t.Run("assure proper classification present", func(t *testing.T) {
// 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(unclassifiedSteak), nil)
require.Nil(t, err)
return checkOfFoodTypeRef(res.Payload.Properties, foodTypeMeat)
})
testhelper.AssertEventuallyEqual(t, true, func() interface{} {
res, err := helper.Client(t).Objects.ObjectsGet(objects.NewObjectsGetParams().
WithID(unclassifiedIceCreams), nil)
require.Nil(t, err)
return checkOfFoodTypeRef(res.Payload.Properties, foodTypeIceCream)
})
})
}
func checkOfFoodTypeRef(properties interface{}, id strfmt.UUID) bool {
ofFoodType, ok := properties.(map[string]interface{})["ofFoodType"].([]interface{})
if !ok || len(ofFoodType) == 0 {
return false
}
ofFoodTypeMap, ok := ofFoodType[0].(map[string]interface{})
if !ok {
return false
}
beacon, ok := ofFoodTypeMap["beacon"]
if !ok {
return false
}
return beacon == fmt.Sprintf("weaviate://localhost/FoodType/%s", id)
}
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