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// _ _
// __ _____ __ ___ ___ __ _| |_ ___
// \ \ /\ / / _ \/ _` \ \ / / |/ _` | __/ _ \
// \ V V / __/ (_| |\ V /| | (_| | || __/
// \_/\_/ \___|\__,_| \_/ |_|\__,_|\__\___|
//
// Copyright © 2016 - 2024 Weaviate B.V. All rights reserved.
//
// CONTACT: [email protected]
//
package vectorizer
import (
"testing"
"github.com/pkg/errors"
"github.com/stretchr/testify/assert"
"github.com/weaviate/weaviate/entities/moduletools"
)
func Test_classSettings_Validate(t *testing.T) {
tests := []struct {
name string
cfg moduletools.ClassConfig
wantService string
wantRegion string
wantModel string
wantEndpoint string
wantTargetModel string
wantTargetVariant string
wantErr error
}{
{
name: "happy flow - Bedrock",
cfg: fakeClassConfig{
classConfig: map[string]interface{}{
"service": "bedrock",
"region": "us-east-1",
"model": "amazon.titan-embed-text-v1",
},
},
wantService: "bedrock",
wantRegion: "us-east-1",
wantModel: "amazon.titan-embed-text-v1",
wantErr: nil,
},
{
name: "empty service",
cfg: fakeClassConfig{
classConfig: map[string]interface{}{
"region": "us-east-1",
"model": "amazon.titan-embed-text-v1",
},
},
wantService: "bedrock",
wantRegion: "us-east-1",
wantModel: "amazon.titan-embed-text-v1",
},
{
name: "empty region - Bedrock",
cfg: fakeClassConfig{
classConfig: map[string]interface{}{
"service": "bedrock",
"model": "amazon.titan-embed-text-v1",
},
},
wantErr: errors.Errorf("region cannot be empty"),
},
{
name: "wrong model",
cfg: fakeClassConfig{
classConfig: map[string]interface{}{
"service": "bedrock",
"region": "us-west-1",
"model": "wrong-model",
},
},
wantErr: errors.Errorf("wrong model, available models are: [amazon.titan-embed-text-v1 cohere.embed-english-v3 cohere.embed-multilingual-v3]"),
},
{
name: "all wrong",
cfg: fakeClassConfig{
classConfig: map[string]interface{}{
"service": "",
"region": "",
"model": "",
},
},
wantErr: errors.Errorf("wrong service, available services are: [bedrock], " +
"region cannot be empty"),
},
}
for _, tt := range tests {
t.Run(tt.name, func(t *testing.T) {
ic := NewClassSettings(tt.cfg)
if tt.wantErr != nil {
assert.EqualError(t, ic.Validate(nil), tt.wantErr.Error())
} else {
assert.Equal(t, tt.wantService, ic.Service())
assert.Equal(t, tt.wantRegion, ic.Region())
assert.Equal(t, tt.wantModel, ic.Model())
assert.Equal(t, tt.wantEndpoint, ic.Endpoint())
assert.Equal(t, tt.wantTargetModel, ic.TargetModel())
assert.Equal(t, tt.wantTargetVariant, ic.TargetVariant())
}
})
}
}
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