-Added moderation endpoint test (#56)

-Rearrange some code

Co-authored-by: Shalin <shalinmehta85@gmail.com>
This commit is contained in:
sm2642
2023-01-28 10:25:38 -08:00
committed by GitHub
parent 81b5788cd6
commit 794a5512f6

View File

@@ -121,6 +121,30 @@ func TestEdits(t *testing.T) {
} }
} }
// TestModeration Tests the moderations endpoint of the API using the mocked server.
func TestModerations(t *testing.T) {
// create the test server
var err error
ts := OpenAITestServer()
ts.Start()
defer ts.Close()
client := NewClient(testAPIToken)
ctx := context.Background()
client.BaseURL = ts.URL + "/v1"
// create an edit request
model := "text-moderation-stable"
moderationReq := ModerationRequest{
Model: &model,
Input: "I want to kill them.",
}
_, err = client.Moderations(ctx, moderationReq)
if err != nil {
t.Fatalf("Moderation error: %v", err)
}
}
func TestEmbedding(t *testing.T) { func TestEmbedding(t *testing.T) {
embeddedModels := []EmbeddingModel{ embeddedModels := []EmbeddingModel{
AdaSimilarity, AdaSimilarity,
@@ -160,6 +184,25 @@ func TestEmbedding(t *testing.T) {
} }
} }
func TestImages(t *testing.T) {
// create the test server
var err error
ts := OpenAITestServer()
ts.Start()
defer ts.Close()
client := NewClient(testAPIToken)
ctx := context.Background()
client.BaseURL = ts.URL + "/v1"
req := ImageRequest{}
req.Prompt = "Lorem ipsum"
_, err = client.CreateImage(ctx, req)
if err != nil {
t.Fatalf("CreateImage error: %v", err)
}
}
// getEditBody Returns the body of the request to create an edit. // getEditBody Returns the body of the request to create an edit.
func getEditBody(r *http.Request) (EditsRequest, error) { func getEditBody(r *http.Request) (EditsRequest, error) {
edit := EditsRequest{} edit := EditsRequest{}
@@ -261,6 +304,21 @@ func handleCompletionEndpoint(w http.ResponseWriter, r *http.Request) {
fmt.Fprintln(w, string(resBytes)) fmt.Fprintln(w, string(resBytes))
} }
// getCompletionBody Returns the body of the request to create a completion.
func getCompletionBody(r *http.Request) (CompletionRequest, error) {
completion := CompletionRequest{}
// read the request body
reqBody, err := ioutil.ReadAll(r.Body)
if err != nil {
return CompletionRequest{}, err
}
err = json.Unmarshal(reqBody, &completion)
if err != nil {
return CompletionRequest{}, err
}
return completion, nil
}
// handleImageEndpoint Handles the images endpoint by the test server. // handleImageEndpoint Handles the images endpoint by the test server.
func handleImageEndpoint(w http.ResponseWriter, r *http.Request) { func handleImageEndpoint(w http.ResponseWriter, r *http.Request) {
var err error var err error
@@ -296,21 +354,6 @@ func handleImageEndpoint(w http.ResponseWriter, r *http.Request) {
fmt.Fprintln(w, string(resBytes)) fmt.Fprintln(w, string(resBytes))
} }
// getCompletionBody Returns the body of the request to create a completion.
func getCompletionBody(r *http.Request) (CompletionRequest, error) {
completion := CompletionRequest{}
// read the request body
reqBody, err := ioutil.ReadAll(r.Body)
if err != nil {
return CompletionRequest{}, err
}
err = json.Unmarshal(reqBody, &completion)
if err != nil {
return CompletionRequest{}, err
}
return completion, nil
}
// getImageBody Returns the body of the request to create a image. // getImageBody Returns the body of the request to create a image.
func getImageBody(r *http.Request) (ImageRequest, error) { func getImageBody(r *http.Request) (ImageRequest, error) {
image := ImageRequest{} image := ImageRequest{}
@@ -326,6 +369,65 @@ func getImageBody(r *http.Request) (ImageRequest, error) {
return image, nil return image, nil
} }
// handleModerationEndpoint Handles the moderation endpoint by the test server.
func handleModerationEndpoint(w http.ResponseWriter, r *http.Request) {
var err error
var resBytes []byte
// completions only accepts POST requests
if r.Method != "POST" {
http.Error(w, "Method not allowed", http.StatusMethodNotAllowed)
}
var moderationReq ModerationRequest
if moderationReq, err = getModerationBody(r); err != nil {
http.Error(w, "could not read request", http.StatusInternalServerError)
return
}
resCat := ResultCategories{}
resCatScore := ResultCategoryScores{}
switch {
case strings.Contains(moderationReq.Input, "kill"):
resCat = ResultCategories{Violence: true}
resCatScore = ResultCategoryScores{Violence: 1}
case strings.Contains(moderationReq.Input, "hate"):
resCat = ResultCategories{Hate: true}
resCatScore = ResultCategoryScores{Hate: 1}
case strings.Contains(moderationReq.Input, "suicide"):
resCat = ResultCategories{SelfHarm: true}
resCatScore = ResultCategoryScores{SelfHarm: 1}
case strings.Contains(moderationReq.Input, "porn"):
resCat = ResultCategories{Sexual: true}
resCatScore = ResultCategoryScores{Sexual: 1}
}
result := Result{Categories: resCat, CategoryScores: resCatScore, Flagged: true}
res := ModerationResponse{
ID: strconv.Itoa(int(time.Now().Unix())),
Model: *moderationReq.Model,
}
res.Results = append(res.Results, result)
resBytes, _ = json.Marshal(res)
fmt.Fprintln(w, string(resBytes))
}
// getModerationBody Returns the body of the request to do a moderation.
func getModerationBody(r *http.Request) (ModerationRequest, error) {
moderation := ModerationRequest{}
// read the request body
reqBody, err := ioutil.ReadAll(r.Body)
if err != nil {
return ModerationRequest{}, err
}
err = json.Unmarshal(reqBody, &moderation)
if err != nil {
return ModerationRequest{}, err
}
return moderation, nil
}
// numTokens Returns the number of GPT-3 encoded tokens in the given text. // numTokens Returns the number of GPT-3 encoded tokens in the given text.
// This function approximates based on the rule of thumb stated by OpenAI: // This function approximates based on the rule of thumb stated by OpenAI:
// https://beta.openai.com/tokenizer // https://beta.openai.com/tokenizer
@@ -335,25 +437,6 @@ func numTokens(s string) int {
return int(float32(len(s)) / 4) return int(float32(len(s)) / 4)
} }
func TestImages(t *testing.T) {
// create the test server
var err error
ts := OpenAITestServer()
ts.Start()
defer ts.Close()
client := NewClient(testAPIToken)
ctx := context.Background()
client.BaseURL = ts.URL + "/v1"
req := ImageRequest{}
req.Prompt = "Lorem ipsum"
_, err = client.CreateImage(ctx, req)
if err != nil {
t.Fatalf("CreateImage error: %v", err)
}
}
// OpenAITestServer Creates a mocked OpenAI server which can pretend to handle requests during testing. // OpenAITestServer Creates a mocked OpenAI server which can pretend to handle requests during testing.
func OpenAITestServer() *httptest.Server { func OpenAITestServer() *httptest.Server {
return httptest.NewUnstartedServer(http.HandlerFunc(func(w http.ResponseWriter, r *http.Request) { return httptest.NewUnstartedServer(http.HandlerFunc(func(w http.ResponseWriter, r *http.Request) {
@@ -373,6 +456,8 @@ func OpenAITestServer() *httptest.Server {
case "/v1/completions": case "/v1/completions":
handleCompletionEndpoint(w, r) handleCompletionEndpoint(w, r)
return return
case "/v1/moderations":
handleModerationEndpoint(w, r)
case "/v1/images/generations": case "/v1/images/generations":
handleImageEndpoint(w, r) handleImageEndpoint(w, r)
// TODO: implement the other endpoints // TODO: implement the other endpoints