Spaces:
Running
Running
File size: 7,788 Bytes
b110593 |
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94 95 96 97 98 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126 127 128 129 130 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 150 151 152 153 154 155 156 157 158 159 160 161 162 163 164 165 166 167 168 169 170 171 172 173 174 175 176 177 178 179 180 181 182 183 184 185 186 187 188 189 190 191 192 193 194 195 196 197 198 199 200 201 202 203 204 205 206 207 208 209 210 211 212 213 214 215 216 217 218 219 220 221 222 223 224 225 226 227 228 229 230 231 232 233 234 235 236 237 238 239 240 241 242 243 244 245 246 247 248 249 250 251 252 253 254 255 256 257 258 259 260 261 262 263 264 265 266 |
// _ _
// __ _____ __ ___ ___ __ _| |_ ___
// \ \ /\ / / _ \/ _` \ \ / / |/ _` | __/ _ \
// \ 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 float64
wantTemperature float64
wantTopP float64
wantFrequencyPenalty float64
wantPresencePenalty float64
wantResourceName string
wantDeploymentID string
wantIsAzure bool
wantErr error
wantBaseURL string
}{
{
name: "Happy flow",
cfg: fakeClassConfig{
classConfig: map[string]interface{}{},
},
wantModel: "gpt-3.5-turbo",
wantMaxTokens: 4097,
wantTemperature: 0.0,
wantTopP: 1,
wantFrequencyPenalty: 0.0,
wantPresencePenalty: 0.0,
wantErr: nil,
wantBaseURL: "https://api.openai.com",
},
{
name: "Everything non default configured",
cfg: fakeClassConfig{
classConfig: map[string]interface{}{
"model": "gpt-3.5-turbo",
"maxTokens": 4097,
"temperature": 0.5,
"topP": 3,
"frequencyPenalty": 0.1,
"presencePenalty": 0.9,
},
},
wantModel: "gpt-3.5-turbo",
wantMaxTokens: 4097,
wantTemperature: 0.5,
wantTopP: 3,
wantFrequencyPenalty: 0.1,
wantPresencePenalty: 0.9,
wantErr: nil,
wantBaseURL: "https://api.openai.com",
},
{
name: "OpenAI Proxy",
cfg: fakeClassConfig{
classConfig: map[string]interface{}{
"model": "gpt-3.5-turbo",
"maxTokens": 4097,
"temperature": 0.5,
"topP": 3,
"frequencyPenalty": 0.1,
"presencePenalty": 0.9,
"baseURL": "https://proxy.weaviate.dev/",
},
},
wantBaseURL: "https://proxy.weaviate.dev/",
wantModel: "gpt-3.5-turbo",
wantMaxTokens: 4097,
wantTemperature: 0.5,
wantTopP: 3,
wantFrequencyPenalty: 0.1,
wantPresencePenalty: 0.9,
wantErr: nil,
},
{
name: "Legacy config",
cfg: fakeClassConfig{
classConfig: map[string]interface{}{
"model": "text-davinci-003",
"maxTokens": 1200,
"temperature": 0.5,
"topP": 3,
"frequencyPenalty": 0.1,
"presencePenalty": 0.9,
},
},
wantModel: "text-davinci-003",
wantMaxTokens: 1200,
wantTemperature: 0.5,
wantTopP: 3,
wantFrequencyPenalty: 0.1,
wantPresencePenalty: 0.9,
wantErr: nil,
wantBaseURL: "https://api.openai.com",
},
{
name: "Azure OpenAI config",
cfg: fakeClassConfig{
classConfig: map[string]interface{}{
"resourceName": "weaviate",
"deploymentId": "gpt-3.5-turbo",
"maxTokens": 4097,
"temperature": 0.5,
"topP": 3,
"frequencyPenalty": 0.1,
"presencePenalty": 0.9,
},
},
wantResourceName: "weaviate",
wantDeploymentID: "gpt-3.5-turbo",
wantIsAzure: true,
wantModel: "gpt-3.5-turbo",
wantMaxTokens: 4097,
wantTemperature: 0.5,
wantTopP: 3,
wantFrequencyPenalty: 0.1,
wantPresencePenalty: 0.9,
wantErr: nil,
wantBaseURL: "https://api.openai.com",
},
{
name: "With gpt-3.5-turbo-16k model",
cfg: fakeClassConfig{
classConfig: map[string]interface{}{
"model": "gpt-3.5-turbo-16k",
"maxTokens": 4097,
"temperature": 0.5,
"topP": 3,
"frequencyPenalty": 0.1,
"presencePenalty": 0.9,
},
},
wantModel: "gpt-3.5-turbo-16k",
wantMaxTokens: 4097,
wantTemperature: 0.5,
wantTopP: 3,
wantFrequencyPenalty: 0.1,
wantPresencePenalty: 0.9,
wantErr: nil,
wantBaseURL: "https://api.openai.com",
},
{
name: "Wrong maxTokens configured",
cfg: fakeClassConfig{
classConfig: map[string]interface{}{
"maxTokens": true,
},
},
wantErr: errors.Errorf("Wrong maxTokens configuration, values are should have a minimal value of 1 and max is dependant on the model used"),
},
{
name: "Wrong temperature configured",
cfg: fakeClassConfig{
classConfig: map[string]interface{}{
"temperature": true,
},
},
wantErr: errors.Errorf("Wrong temperature configuration, values are between 0.0 and 1.0"),
},
{
name: "Wrong frequencyPenalty configured",
cfg: fakeClassConfig{
classConfig: map[string]interface{}{
"frequencyPenalty": true,
},
},
wantErr: errors.Errorf("Wrong frequencyPenalty configuration, values are between 0.0 and 1.0"),
},
{
name: "Wrong presencePenalty configured",
cfg: fakeClassConfig{
classConfig: map[string]interface{}{
"presencePenalty": true,
},
},
wantErr: errors.Errorf("Wrong presencePenalty configuration, values are between 0.0 and 1.0"),
},
{
name: "Wrong topP configured",
cfg: fakeClassConfig{
classConfig: map[string]interface{}{
"topP": true,
},
},
wantErr: errors.Errorf("Wrong topP configuration, values are should have a minimal value of 1 and max of 5"),
},
{
name: "Wrong Azure config - empty deploymentId",
cfg: fakeClassConfig{
classConfig: map[string]interface{}{
"resourceName": "resource-name",
},
},
wantErr: errors.Errorf("both resourceName and deploymentId must be provided"),
},
{
name: "Wrong Azure config - empty resourceName",
cfg: fakeClassConfig{
classConfig: map[string]interface{}{
"deploymentId": "deployment-name",
},
},
wantErr: errors.Errorf("both resourceName and deploymentId must be provided"),
},
}
for _, tt := range tests {
t.Run(tt.name, func(t *testing.T) {
ic := NewClassSettings(tt.cfg)
if tt.wantErr != nil {
assert.EqualError(t, tt.wantErr, 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.wantTopP, ic.TopP())
assert.Equal(t, tt.wantFrequencyPenalty, ic.FrequencyPenalty())
assert.Equal(t, tt.wantPresencePenalty, ic.PresencePenalty())
assert.Equal(t, tt.wantResourceName, ic.ResourceName())
assert.Equal(t, tt.wantDeploymentID, ic.DeploymentID())
assert.Equal(t, tt.wantIsAzure, ic.IsAzure())
assert.Equal(t, tt.wantBaseURL, ic.BaseURL())
}
})
}
}
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
}
|