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// _ _
// __ _____ __ ___ ___ __ _| |_ ___
// \ \ /\ / / _ \/ _` \ \ / / |/ _` | __/ _ \
// \ V V / __/ (_| |\ V /| | (_| | || __/
// \_/\_/ \___|\__,_| \_/ |_|\__,_|\__\___|
//
// Copyright © 2016 - 2024 Weaviate B.V. All rights reserved.
//
// CONTACT: [email protected]
//
package config
import (
"errors"
"testing"
"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
wantModel string
wantTemperature int
wantBaseURL string
wantErr error
}{
{
name: "default settings",
cfg: fakeClassConfig{
classConfig: map[string]interface{}{},
},
wantModel: "meta-llama/Llama-2-70b-chat-hf",
wantTemperature: 0,
wantBaseURL: "https://api.endpoints.anyscale.com",
wantErr: nil,
},
{
name: "everything non default configured",
cfg: fakeClassConfig{
classConfig: map[string]interface{}{
"model": "meta-llama/Llama-2-70b-chat-hf",
"temperature": 1,
},
},
wantModel: "meta-llama/Llama-2-70b-chat-hf",
wantTemperature: 1,
wantBaseURL: "https://api.endpoints.anyscale.com",
wantErr: nil,
},
{
name: "everything non default configured and base url",
cfg: fakeClassConfig{
classConfig: map[string]interface{}{
"model": "meta-llama/Llama-2-70b-chat-hf",
"temperature": 1,
"baseURL": "https://custom.endpoint.com",
},
},
wantModel: "meta-llama/Llama-2-70b-chat-hf",
wantTemperature: 1,
wantBaseURL: "https://custom.endpoint.com",
wantErr: nil,
},
{
name: "unsupported model",
cfg: fakeClassConfig{
classConfig: map[string]interface{}{
"model": "unsupported",
"temperature": 1,
"baseURL": "https://custom.endpoint.com",
},
},
wantErr: errors.New("wrong Anyscale model name, available model names are: [meta-llama/Llama-2-70b-chat-hf meta-llama/Llama-2-13b-chat-hf meta-llama/Llama-2-7b-chat-hf codellama/CodeLlama-34b-Instruct-hf mistralai/Mistral-7B-Instruct-v0.1 mistralai/Mixtral-8x7B-Instruct-v0.1]"),
},
}
for _, tt := range tests {
t.Run(tt.name, func(t *testing.T) {
ic := NewClassSettings(tt.cfg)
if tt.wantErr != nil {
assert.Equal(t, tt.wantErr.Error(), ic.Validate(nil).Error())
} else {
assert.Equal(t, tt.wantBaseURL, ic.BaseURL())
assert.Equal(t, tt.wantModel, ic.Model())
assert.Equal(t, tt.wantTemperature, ic.Temperature())
}
})
}
}
type fakeClassConfig struct {
classConfig map[string]interface{}
}
func (f fakeClassConfig) Class() map[string]interface{} {
return f.classConfig
}
func (f fakeClassConfig) Tenant() string {
return ""
}
func (f fakeClassConfig) ClassByModuleName(moduleName string) map[string]interface{} {
return f.classConfig
}
func (f fakeClassConfig) Property(propName string) map[string]interface{} {
return nil
}
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