go-openai/api_test.go

package gogpt_test

import (
	"bytes"
	"context"
	"encoding/json"
	"fmt"
	"io/ioutil"
	"log"
	"net/http"
	"net/http/httptest"
	"os"
	"strconv"
	"strings"
	"testing"
	"time"

	. "github.com/sashabaranov/go-gpt3"
)

const (
	testAPIToken = "this-is-my-secure-token-do-not-steal!!"
)

func TestAPI(t *testing.T) {
	apiToken := os.Getenv("OPENAI_TOKEN")
	if apiToken == "" {
		t.Skip("Skipping testing against production OpenAI API. Set OPENAI_TOKEN environment variable to enable it.")
	}

	var err error
	c := NewClient(apiToken)
	ctx := context.Background()
	_, err = c.ListEngines(ctx)
	if err != nil {
		t.Fatalf("ListEngines error: %v", err)
	}

	_, err = c.GetEngine(ctx, "davinci")
	if err != nil {
		t.Fatalf("GetEngine error: %v", err)
	}

	fileRes, err := c.ListFiles(ctx)
	if err != nil {
		t.Fatalf("ListFiles error: %v", err)
	}

	if len(fileRes.Files) > 0 {
		_, err = c.GetFile(ctx, fileRes.Files[0].ID)
		if err != nil {
			t.Fatalf("GetFile error: %v", err)
		}
	} // else skip

	searchReq := SearchRequest{
		Documents: []string{"White House", "hospital", "school"},
		Query:     "the president",
	}
	_, err = c.Search(ctx, "ada", searchReq)
	if err != nil {
		t.Fatalf("Search error: %v", err)
	}

	embeddingReq := EmbeddingRequest{
		Input: []string{
			"The food was delicious and the waiter",
			"Other examples of embedding request",
		},
		Model: AdaSearchQuery,
	}
	_, err = c.CreateEmbeddings(ctx, embeddingReq)
	if err != nil {
		t.Fatalf("Embedding error: %v", err)
	}
}

// TestCompletions Tests the completions endpoint of the API using the mocked server.
func TestCompletions(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 := CompletionRequest{
		MaxTokens: 5,
		Model:     "ada",
	}
	req.Prompt = "Lorem ipsum"
	_, err = client.CreateCompletion(ctx, req)
	if err != nil {
		t.Fatalf("CreateCompletion error: %v", err)
	}
}

// TestEdits Tests the edits endpoint of the API using the mocked server.
func TestEdits(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 := "ada"
	editReq := EditsRequest{
		Model: &model,
		Input: "Lorem ipsum dolor sit amet, consectetur adipiscing elit, " +
			"sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim" +
			" ad minim veniam, quis nostrud exercitation ullamco laboris nisi ut aliquip" +
			" ex ea commodo consequat. Duis aute irure dolor in reprehe",
		Instruction: "test instruction",
		N:           3,
	}
	response, err := client.Edits(ctx, editReq)
	if err != nil {
		t.Fatalf("Edits error: %v", err)
	}
	if len(response.Choices) != editReq.N {
		t.Fatalf("edits does not properly return the correct number of choices")
	}
}

func TestEmbedding(t *testing.T) {
	embeddedModels := []EmbeddingModel{
		AdaSimilarity,
		BabbageSimilarity,
		CurieSimilarity,
		DavinciSimilarity,
		AdaSearchDocument,
		AdaSearchQuery,
		BabbageSearchDocument,
		BabbageSearchQuery,
		CurieSearchDocument,
		CurieSearchQuery,
		DavinciSearchDocument,
		DavinciSearchQuery,
		AdaCodeSearchCode,
		AdaCodeSearchText,
		BabbageCodeSearchCode,
		BabbageCodeSearchText,
	}
	for _, model := range embeddedModels {
		embeddingReq := EmbeddingRequest{
			Input: []string{
				"The food was delicious and the waiter",
				"Other examples of embedding request",
			},
			Model: model,
		}
		// marshal embeddingReq to JSON and confirm that the model field equals
		// the AdaSearchQuery type
		marshaled, err := json.Marshal(embeddingReq)
		if err != nil {
			t.Fatalf("Could not marshal embedding request: %v", err)
		}
		if !bytes.Contains(marshaled, []byte(`"model":"`+model.String()+`"`)) {
			t.Fatalf("Expected embedding request to contain model field")
		}
	}
}

// getEditBody Returns the body of the request to create an edit.
func getEditBody(r *http.Request) (EditsRequest, error) {
	edit := EditsRequest{}
	// read the request body
	reqBody, err := ioutil.ReadAll(r.Body)
	if err != nil {
		return EditsRequest{}, err
	}
	err = json.Unmarshal(reqBody, &edit)
	if err != nil {
		return EditsRequest{}, err
	}
	return edit, nil
}

// handleEditEndpoint Handles the edit endpoint by the test server.
func handleEditEndpoint(w http.ResponseWriter, r *http.Request) {
	var err error
	var resBytes []byte

	// edits only accepts POST requests
	if r.Method != "POST" {
		http.Error(w, "Method not allowed", http.StatusMethodNotAllowed)
	}
	var editReq EditsRequest
	editReq, err = getEditBody(r)
	if err != nil {
		http.Error(w, "could not read request", http.StatusInternalServerError)
		return
	}
	// create a response
	res := EditsResponse{
		Object:  "test-object",
		Created: uint64(time.Now().Unix()),
	}
	// edit and calculate token usage
	editString := "edited by mocked OpenAI server :)"
	inputTokens := numTokens(editReq.Input+editReq.Instruction) * editReq.N
	completionTokens := int(float32(len(editString))/4) * editReq.N
	for i := 0; i < editReq.N; i++ {
		// instruction will be hidden and only seen by OpenAI
		res.Choices = append(res.Choices, EditsChoice{
			Text:  editReq.Input + editString,
			Index: i,
		})
	}
	res.Usage = Usage{
		PromptTokens:     inputTokens,
		CompletionTokens: completionTokens,
		TotalTokens:      inputTokens + completionTokens,
	}
	resBytes, _ = json.Marshal(res)
	fmt.Fprint(w, string(resBytes))
}

// handleCompletionEndpoint Handles the completion endpoint by the test server.
func handleCompletionEndpoint(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 completionReq CompletionRequest
	if completionReq, err = getCompletionBody(r); err != nil {
		http.Error(w, "could not read request", http.StatusInternalServerError)
		return
	}
	res := CompletionResponse{
		ID:      strconv.Itoa(int(time.Now().Unix())),
		Object:  "test-object",
		Created: uint64(time.Now().Unix()),
		// would be nice to validate Model during testing, but
		// this may not be possible with how much upkeep
		// would be required / wouldn't make much sense
		Model: completionReq.Model,
	}
	// create completions
	for i := 0; i < completionReq.N; i++ {
		// generate a random string of length completionReq.Length
		completionStr := strings.Repeat("a", completionReq.MaxTokens)
		if completionReq.Echo {
			completionStr = completionReq.Prompt + completionStr
		}
		res.Choices = append(res.Choices, CompletionChoice{
			Text:  completionStr,
			Index: i,
		})
	}
	inputTokens := numTokens(completionReq.Prompt) * completionReq.N
	completionTokens := completionReq.MaxTokens * completionReq.N
	res.Usage = Usage{
		PromptTokens:     inputTokens,
		CompletionTokens: completionTokens,
		TotalTokens:      inputTokens + completionTokens,
	}
	resBytes, _ = json.Marshal(res)
	fmt.Fprintln(w, string(resBytes))
}

// handleImageEndpoint Handles the images endpoint by the test server.
func handleImageEndpoint(w http.ResponseWriter, r *http.Request) {
	var err error
	var resBytes []byte

	// imagess only accepts POST requests
	if r.Method != "POST" {
		http.Error(w, "Method not allowed", http.StatusMethodNotAllowed)
	}
	var imageReq ImageRequest
	if imageReq, err = getImageBody(r); err != nil {
		http.Error(w, "could not read request", http.StatusInternalServerError)
		return
	}
	res := ImageResponse{
		Created: uint64(time.Now().Unix()),
	}
	for i := 0; i < imageReq.N; i++ {
		imageData := ImageResponseDataInner{}
		switch imageReq.ResponseFormat {
		case CreateImageResponseFormatURL, "":
			imageData.URL = "https://example.com/image.png"
		case CreateImageResponseFormatB64JSON:
			// This decodes to "{}" in base64.
			imageData.B64JSON = "e30K"
		default:
			http.Error(w, "invalid response format", http.StatusBadRequest)
			return
		}
		res.Data = append(res.Data, imageData)
	}
	resBytes, _ = json.Marshal(res)
	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.
func getImageBody(r *http.Request) (ImageRequest, error) {
	image := ImageRequest{}
	// read the request body
	reqBody, err := ioutil.ReadAll(r.Body)
	if err != nil {
		return ImageRequest{}, err
	}
	err = json.Unmarshal(reqBody, &image)
	if err != nil {
		return ImageRequest{}, err
	}
	return image, nil
}

// 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:
// https://beta.openai.com/tokenizer
//
// TODO: implement an actual tokenizer for GPT-3 and Codex (once available)
func numTokens(s string) int {
	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.
func OpenAITestServer() *httptest.Server {
	return httptest.NewUnstartedServer(http.HandlerFunc(func(w http.ResponseWriter, r *http.Request) {
		log.Printf("received request at path %q\n", r.URL.Path)

		// check auth
		if r.Header.Get("Authorization") != "Bearer "+testAPIToken {
			w.WriteHeader(http.StatusUnauthorized)
			return
		}

		// OPTIMIZE: create separate handler functions for these
		switch r.URL.Path {
		case "/v1/edits":
			handleEditEndpoint(w, r)
			return
		case "/v1/completions":
			handleCompletionEndpoint(w, r)
			return
		case "/v1/images/generations":
			handleImageEndpoint(w, r)
		// TODO: implement the other endpoints
		default:
			// the endpoint doesn't exist
			http.Error(w, "the resource path doesn't exist", http.StatusNotFound)
			return
		}
	}))
}