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// _ _
// __ _____ __ ___ ___ __ _| |_ ___
// \ \ /\ / / _ \/ _` \ \ / / |/ _` | __/ _ \
// \ V V / __/ (_| |\ V /| | (_| | || __/
// \_/\_/ \___|\__,_| \_/ |_|\__,_|\__\___|
//
// Copyright © 2016 - 2024 Weaviate B.V. All rights reserved.
//
// CONTACT: [email protected]
//
package config
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
wantModel string
wantMaxTokens int
wantTemperature int
wantK int
wantStopSequences []string
wantReturnLikelihoods string
wantBaseURL string
wantErr error
}{
{
name: "default settings",
cfg: fakeClassConfig{
classConfig: map[string]interface{}{},
},
wantModel: "command-nightly",
wantMaxTokens: 2048,
wantTemperature: 0,
wantK: 0,
wantStopSequences: []string{},
wantReturnLikelihoods: "NONE",
wantBaseURL: "https://api.cohere.ai",
wantErr: nil,
},
{
name: "everything non default configured",
cfg: fakeClassConfig{
classConfig: map[string]interface{}{
"model": "command-xlarge",
"maxTokens": 2048,
"temperature": 1,
"k": 2,
"stopSequences": []string{"stop1", "stop2"},
"returnLikelihoods": "NONE",
},
},
wantModel: "command-xlarge",
wantMaxTokens: 2048,
wantTemperature: 1,
wantK: 2,
wantStopSequences: []string{"stop1", "stop2"},
wantReturnLikelihoods: "NONE",
wantBaseURL: "https://api.cohere.ai",
wantErr: nil,
},
{
name: "wrong model configured",
cfg: fakeClassConfig{
classConfig: map[string]interface{}{
"model": "wrong-model",
},
},
wantErr: errors.Errorf("wrong Cohere model name, available model names are: " +
"[command-xlarge-beta command-xlarge command-medium command-xlarge-nightly " +
"command-medium-nightly xlarge medium command command-light command-nightly command-light-nightly base base-light]"),
},
{
name: "default settings with command-light-nightly",
cfg: fakeClassConfig{
classConfig: map[string]interface{}{
"model": "command-light-nightly",
},
},
wantModel: "command-light-nightly",
wantMaxTokens: 2048,
wantTemperature: 0,
wantK: 0,
wantStopSequences: []string{},
wantReturnLikelihoods: "NONE",
wantBaseURL: "https://api.cohere.ai",
wantErr: nil,
},
{
name: "default settings with command-light-nightly and baseURL",
cfg: fakeClassConfig{
classConfig: map[string]interface{}{
"model": "command-light-nightly",
"baseURL": "http://custom-url.com",
},
},
wantModel: "command-light-nightly",
wantMaxTokens: 2048,
wantTemperature: 0,
wantK: 0,
wantStopSequences: []string{},
wantReturnLikelihoods: "NONE",
wantBaseURL: "http://custom-url.com",
wantErr: nil,
},
}
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.wantModel, ic.Model())
assert.Equal(t, tt.wantMaxTokens, ic.MaxTokens())
assert.Equal(t, tt.wantTemperature, ic.Temperature())
assert.Equal(t, tt.wantK, ic.K())
assert.Equal(t, tt.wantStopSequences, ic.StopSequences())
assert.Equal(t, tt.wantReturnLikelihoods, ic.ReturnLikelihoods())
}
})
}
}
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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