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Configuration error
Configuration error
package openai | |
import ( | |
"encoding/json" | |
"fmt" | |
"io" | |
"net/http" | |
"net/http/httptest" | |
"os" | |
"path/filepath" | |
"strings" | |
"testing" | |
"time" | |
"github.com/gofiber/fiber/v2" | |
"github.com/mudler/LocalAI/core/config" | |
"github.com/mudler/LocalAI/core/schema" | |
"github.com/mudler/LocalAI/pkg/model" | |
"github.com/stretchr/testify/assert" | |
) | |
var configsDir string = "/tmp/localai/configs" | |
type MockLoader struct { | |
models []string | |
} | |
func tearDown() func() { | |
return func() { | |
UploadedFiles = []schema.File{} | |
Assistants = []Assistant{} | |
AssistantFiles = []AssistantFile{} | |
_ = os.Remove(filepath.Join(configsDir, AssistantsConfigFile)) | |
_ = os.Remove(filepath.Join(configsDir, AssistantsFileConfigFile)) | |
} | |
} | |
func TestAssistantEndpoints(t *testing.T) { | |
// Preparing the mocked objects | |
cl := &config.BackendConfigLoader{} | |
//configsDir := "/tmp/localai/configs" | |
modelPath := "/tmp/localai/model" | |
var ml = model.NewModelLoader(modelPath) | |
appConfig := &config.ApplicationConfig{ | |
ConfigsDir: configsDir, | |
UploadLimitMB: 10, | |
UploadDir: "test_dir", | |
ModelPath: modelPath, | |
} | |
_ = os.RemoveAll(appConfig.ConfigsDir) | |
_ = os.MkdirAll(appConfig.ConfigsDir, 0750) | |
_ = os.MkdirAll(modelPath, 0750) | |
os.Create(filepath.Join(modelPath, "ggml-gpt4all-j")) | |
app := fiber.New(fiber.Config{ | |
BodyLimit: 20 * 1024 * 1024, // sets the limit to 20MB. | |
}) | |
// Create a Test Server | |
app.Get("/assistants", ListAssistantsEndpoint(cl, ml, appConfig)) | |
app.Post("/assistants", CreateAssistantEndpoint(cl, ml, appConfig)) | |
app.Delete("/assistants/:assistant_id", DeleteAssistantEndpoint(cl, ml, appConfig)) | |
app.Get("/assistants/:assistant_id", GetAssistantEndpoint(cl, ml, appConfig)) | |
app.Post("/assistants/:assistant_id", ModifyAssistantEndpoint(cl, ml, appConfig)) | |
app.Post("/files", UploadFilesEndpoint(cl, appConfig)) | |
app.Get("/assistants/:assistant_id/files", ListAssistantFilesEndpoint(cl, ml, appConfig)) | |
app.Post("/assistants/:assistant_id/files", CreateAssistantFileEndpoint(cl, ml, appConfig)) | |
app.Delete("/assistants/:assistant_id/files/:file_id", DeleteAssistantFileEndpoint(cl, ml, appConfig)) | |
app.Get("/assistants/:assistant_id/files/:file_id", GetAssistantFileEndpoint(cl, ml, appConfig)) | |
t.Run("CreateAssistantEndpoint", func(t *testing.T) { | |
t.Cleanup(tearDown()) | |
ar := &AssistantRequest{ | |
Model: "ggml-gpt4all-j", | |
Name: "3.5-turbo", | |
Description: "Test Assistant", | |
Instructions: "You are computer science teacher answering student questions", | |
Tools: []Tool{{Type: Function}}, | |
FileIDs: nil, | |
Metadata: nil, | |
} | |
resultAssistant, resp, err := createAssistant(app, *ar) | |
assert.NoError(t, err) | |
assert.Equal(t, fiber.StatusOK, resp.StatusCode) | |
assert.Equal(t, 1, len(Assistants)) | |
//t.Cleanup(cleanupAllAssistants(t, app, []string{resultAssistant.ID})) | |
assert.Equal(t, ar.Name, resultAssistant.Name) | |
assert.Equal(t, ar.Model, resultAssistant.Model) | |
assert.Equal(t, ar.Tools, resultAssistant.Tools) | |
assert.Equal(t, ar.Description, resultAssistant.Description) | |
assert.Equal(t, ar.Instructions, resultAssistant.Instructions) | |
assert.Equal(t, ar.FileIDs, resultAssistant.FileIDs) | |
assert.Equal(t, ar.Metadata, resultAssistant.Metadata) | |
}) | |
t.Run("ListAssistantsEndpoint", func(t *testing.T) { | |
var ids []string | |
var resultAssistant []Assistant | |
for i := 0; i < 4; i++ { | |
ar := &AssistantRequest{ | |
Model: "ggml-gpt4all-j", | |
Name: fmt.Sprintf("3.5-turbo-%d", i), | |
Description: fmt.Sprintf("Test Assistant - %d", i), | |
Instructions: fmt.Sprintf("You are computer science teacher answering student questions - %d", i), | |
Tools: []Tool{{Type: Function}}, | |
FileIDs: []string{"fid-1234"}, | |
Metadata: map[string]string{"meta": "data"}, | |
} | |
//var err error | |
ra, _, err := createAssistant(app, *ar) | |
// Because we create the assistants so fast all end up with the same created time. | |
time.Sleep(time.Second) | |
resultAssistant = append(resultAssistant, ra) | |
assert.NoError(t, err) | |
ids = append(ids, resultAssistant[i].ID) | |
} | |
t.Cleanup(cleanupAllAssistants(t, app, ids)) | |
tests := []struct { | |
name string | |
reqURL string | |
expectedStatus int | |
expectedResult []Assistant | |
expectedStringResult string | |
}{ | |
{ | |
name: "Valid Usage - limit only", | |
reqURL: "/assistants?limit=2", | |
expectedStatus: http.StatusOK, | |
expectedResult: Assistants[:2], // Expecting the first two assistants | |
}, | |
{ | |
name: "Valid Usage - order asc", | |
reqURL: "/assistants?order=asc", | |
expectedStatus: http.StatusOK, | |
expectedResult: Assistants, // Expecting all assistants in ascending order | |
}, | |
{ | |
name: "Valid Usage - order desc", | |
reqURL: "/assistants?order=desc", | |
expectedStatus: http.StatusOK, | |
expectedResult: []Assistant{Assistants[3], Assistants[2], Assistants[1], Assistants[0]}, // Expecting all assistants in descending order | |
}, | |
{ | |
name: "Valid Usage - after specific ID", | |
reqURL: "/assistants?after=2", | |
expectedStatus: http.StatusOK, | |
// Note this is correct because it's put in descending order already | |
expectedResult: Assistants[:3], // Expecting assistants after (excluding) ID 2 | |
}, | |
{ | |
name: "Valid Usage - before specific ID", | |
reqURL: "/assistants?before=4", | |
expectedStatus: http.StatusOK, | |
expectedResult: Assistants[2:], // Expecting assistants before (excluding) ID 3. | |
}, | |
{ | |
name: "Invalid Usage - non-integer limit", | |
reqURL: "/assistants?limit=two", | |
expectedStatus: http.StatusBadRequest, | |
expectedStringResult: "Invalid limit query value: two", | |
}, | |
{ | |
name: "Invalid Usage - non-existing id in after", | |
reqURL: "/assistants?after=100", | |
expectedStatus: http.StatusOK, | |
expectedResult: []Assistant(nil), // Expecting empty list as there are no IDs above 100 | |
}, | |
} | |
for _, tt := range tests { | |
t.Run(tt.name, func(t *testing.T) { | |
request := httptest.NewRequest(http.MethodGet, tt.reqURL, nil) | |
response, err := app.Test(request) | |
assert.NoError(t, err) | |
assert.Equal(t, tt.expectedStatus, response.StatusCode) | |
if tt.expectedStatus != fiber.StatusOK { | |
all, _ := io.ReadAll(response.Body) | |
assert.Equal(t, tt.expectedStringResult, string(all)) | |
} else { | |
var result []Assistant | |
err = json.NewDecoder(response.Body).Decode(&result) | |
assert.NoError(t, err) | |
assert.Equal(t, tt.expectedResult, result) | |
} | |
}) | |
} | |
}) | |
t.Run("DeleteAssistantEndpoint", func(t *testing.T) { | |
ar := &AssistantRequest{ | |
Model: "ggml-gpt4all-j", | |
Name: "3.5-turbo", | |
Description: "Test Assistant", | |
Instructions: "You are computer science teacher answering student questions", | |
Tools: []Tool{{Type: Function}}, | |
FileIDs: nil, | |
Metadata: nil, | |
} | |
resultAssistant, _, err := createAssistant(app, *ar) | |
assert.NoError(t, err) | |
target := fmt.Sprintf("/assistants/%s", resultAssistant.ID) | |
deleteReq := httptest.NewRequest(http.MethodDelete, target, nil) | |
_, err = app.Test(deleteReq) | |
assert.NoError(t, err) | |
assert.Equal(t, 0, len(Assistants)) | |
}) | |
t.Run("GetAssistantEndpoint", func(t *testing.T) { | |
ar := &AssistantRequest{ | |
Model: "ggml-gpt4all-j", | |
Name: "3.5-turbo", | |
Description: "Test Assistant", | |
Instructions: "You are computer science teacher answering student questions", | |
Tools: []Tool{{Type: Function}}, | |
FileIDs: nil, | |
Metadata: nil, | |
} | |
resultAssistant, _, err := createAssistant(app, *ar) | |
assert.NoError(t, err) | |
t.Cleanup(cleanupAllAssistants(t, app, []string{resultAssistant.ID})) | |
target := fmt.Sprintf("/assistants/%s", resultAssistant.ID) | |
request := httptest.NewRequest(http.MethodGet, target, nil) | |
response, err := app.Test(request) | |
assert.NoError(t, err) | |
var getAssistant Assistant | |
err = json.NewDecoder(response.Body).Decode(&getAssistant) | |
assert.NoError(t, err) | |
assert.Equal(t, resultAssistant.ID, getAssistant.ID) | |
}) | |
t.Run("ModifyAssistantEndpoint", func(t *testing.T) { | |
ar := &AssistantRequest{ | |
Model: "ggml-gpt4all-j", | |
Name: "3.5-turbo", | |
Description: "Test Assistant", | |
Instructions: "You are computer science teacher answering student questions", | |
Tools: []Tool{{Type: Function}}, | |
FileIDs: nil, | |
Metadata: nil, | |
} | |
resultAssistant, _, err := createAssistant(app, *ar) | |
assert.NoError(t, err) | |
modifiedAr := &AssistantRequest{ | |
Model: "ggml-gpt4all-j", | |
Name: "4.0-turbo", | |
Description: "Modified Test Assistant", | |
Instructions: "You are math teacher answering student questions", | |
Tools: []Tool{{Type: CodeInterpreter}}, | |
FileIDs: nil, | |
Metadata: nil, | |
} | |
modifiedArJson, err := json.Marshal(modifiedAr) | |
assert.NoError(t, err) | |
target := fmt.Sprintf("/assistants/%s", resultAssistant.ID) | |
request := httptest.NewRequest(http.MethodPost, target, strings.NewReader(string(modifiedArJson))) | |
request.Header.Set(fiber.HeaderContentType, "application/json") | |
modifyResponse, err := app.Test(request) | |
assert.NoError(t, err) | |
var getAssistant Assistant | |
err = json.NewDecoder(modifyResponse.Body).Decode(&getAssistant) | |
assert.NoError(t, err) | |
t.Cleanup(cleanupAllAssistants(t, app, []string{getAssistant.ID})) | |
assert.Equal(t, resultAssistant.ID, getAssistant.ID) // IDs should match even if contents change | |
assert.Equal(t, modifiedAr.Tools, getAssistant.Tools) | |
assert.Equal(t, modifiedAr.Name, getAssistant.Name) | |
assert.Equal(t, modifiedAr.Instructions, getAssistant.Instructions) | |
assert.Equal(t, modifiedAr.Description, getAssistant.Description) | |
}) | |
t.Run("CreateAssistantFileEndpoint", func(t *testing.T) { | |
t.Cleanup(tearDown()) | |
file, assistant, err := createFileAndAssistant(t, app, appConfig) | |
assert.NoError(t, err) | |
afr := schema.AssistantFileRequest{FileID: file.ID} | |
af, _, err := createAssistantFile(app, afr, assistant.ID) | |
assert.NoError(t, err) | |
assert.Equal(t, assistant.ID, af.AssistantID) | |
}) | |
t.Run("ListAssistantFilesEndpoint", func(t *testing.T) { | |
t.Cleanup(tearDown()) | |
file, assistant, err := createFileAndAssistant(t, app, appConfig) | |
assert.NoError(t, err) | |
afr := schema.AssistantFileRequest{FileID: file.ID} | |
af, _, err := createAssistantFile(app, afr, assistant.ID) | |
assert.NoError(t, err) | |
assert.Equal(t, assistant.ID, af.AssistantID) | |
}) | |
t.Run("GetAssistantFileEndpoint", func(t *testing.T) { | |
t.Cleanup(tearDown()) | |
file, assistant, err := createFileAndAssistant(t, app, appConfig) | |
assert.NoError(t, err) | |
afr := schema.AssistantFileRequest{FileID: file.ID} | |
af, _, err := createAssistantFile(app, afr, assistant.ID) | |
assert.NoError(t, err) | |
t.Cleanup(cleanupAssistantFile(t, app, af.ID, af.AssistantID)) | |
target := fmt.Sprintf("/assistants/%s/files/%s", assistant.ID, file.ID) | |
request := httptest.NewRequest(http.MethodGet, target, nil) | |
response, err := app.Test(request) | |
assert.NoError(t, err) | |
var assistantFile AssistantFile | |
err = json.NewDecoder(response.Body).Decode(&assistantFile) | |
assert.NoError(t, err) | |
assert.Equal(t, af.ID, assistantFile.ID) | |
assert.Equal(t, af.AssistantID, assistantFile.AssistantID) | |
}) | |
t.Run("DeleteAssistantFileEndpoint", func(t *testing.T) { | |
t.Cleanup(tearDown()) | |
file, assistant, err := createFileAndAssistant(t, app, appConfig) | |
assert.NoError(t, err) | |
afr := schema.AssistantFileRequest{FileID: file.ID} | |
af, _, err := createAssistantFile(app, afr, assistant.ID) | |
assert.NoError(t, err) | |
cleanupAssistantFile(t, app, af.ID, af.AssistantID)() | |
assert.Empty(t, AssistantFiles) | |
}) | |
} | |
func createFileAndAssistant(t *testing.T, app *fiber.App, o *config.ApplicationConfig) (schema.File, Assistant, error) { | |
ar := &AssistantRequest{ | |
Model: "ggml-gpt4all-j", | |
Name: "3.5-turbo", | |
Description: "Test Assistant", | |
Instructions: "You are computer science teacher answering student questions", | |
Tools: []Tool{{Type: Function}}, | |
FileIDs: nil, | |
Metadata: nil, | |
} | |
assistant, _, err := createAssistant(app, *ar) | |
if err != nil { | |
return schema.File{}, Assistant{}, err | |
} | |
t.Cleanup(cleanupAllAssistants(t, app, []string{assistant.ID})) | |
file := CallFilesUploadEndpointWithCleanup(t, app, "test.txt", "file", "fine-tune", 5, o) | |
t.Cleanup(func() { | |
_, err := CallFilesDeleteEndpoint(t, app, file.ID) | |
assert.NoError(t, err) | |
}) | |
return file, assistant, nil | |
} | |
func createAssistantFile(app *fiber.App, afr schema.AssistantFileRequest, assistantId string) (AssistantFile, *http.Response, error) { | |
afrJson, err := json.Marshal(afr) | |
if err != nil { | |
return AssistantFile{}, nil, err | |
} | |
target := fmt.Sprintf("/assistants/%s/files", assistantId) | |
request := httptest.NewRequest(http.MethodPost, target, strings.NewReader(string(afrJson))) | |
request.Header.Set(fiber.HeaderContentType, "application/json") | |
request.Header.Set("OpenAi-Beta", "assistants=v1") | |
resp, err := app.Test(request) | |
if err != nil { | |
return AssistantFile{}, resp, err | |
} | |
var assistantFile AssistantFile | |
all, err := io.ReadAll(resp.Body) | |
if err != nil { | |
return AssistantFile{}, resp, err | |
} | |
err = json.NewDecoder(strings.NewReader(string(all))).Decode(&assistantFile) | |
if err != nil { | |
return AssistantFile{}, resp, err | |
} | |
return assistantFile, resp, nil | |
} | |
func createAssistant(app *fiber.App, ar AssistantRequest) (Assistant, *http.Response, error) { | |
assistant, err := json.Marshal(ar) | |
if err != nil { | |
return Assistant{}, nil, err | |
} | |
request := httptest.NewRequest(http.MethodPost, "/assistants", strings.NewReader(string(assistant))) | |
request.Header.Set(fiber.HeaderContentType, "application/json") | |
request.Header.Set("OpenAi-Beta", "assistants=v1") | |
resp, err := app.Test(request) | |
if err != nil { | |
return Assistant{}, resp, err | |
} | |
bodyString, err := io.ReadAll(resp.Body) | |
if err != nil { | |
return Assistant{}, resp, err | |
} | |
var resultAssistant Assistant | |
err = json.NewDecoder(strings.NewReader(string(bodyString))).Decode(&resultAssistant) | |
return resultAssistant, resp, err | |
} | |
func cleanupAllAssistants(t *testing.T, app *fiber.App, ids []string) func() { | |
return func() { | |
for _, assistant := range ids { | |
target := fmt.Sprintf("/assistants/%s", assistant) | |
deleteReq := httptest.NewRequest(http.MethodDelete, target, nil) | |
_, err := app.Test(deleteReq) | |
if err != nil { | |
t.Fatalf("Failed to delete assistant %s: %v", assistant, err) | |
} | |
} | |
} | |
} | |
func cleanupAssistantFile(t *testing.T, app *fiber.App, fileId, assistantId string) func() { | |
return func() { | |
target := fmt.Sprintf("/assistants/%s/files/%s", assistantId, fileId) | |
request := httptest.NewRequest(http.MethodDelete, target, nil) | |
request.Header.Set(fiber.HeaderContentType, "application/json") | |
request.Header.Set("OpenAi-Beta", "assistants=v1") | |
resp, err := app.Test(request) | |
assert.NoError(t, err) | |
var dafr schema.DeleteAssistantFileResponse | |
err = json.NewDecoder(resp.Body).Decode(&dafr) | |
assert.NoError(t, err) | |
assert.True(t, dafr.Deleted) | |
} | |
} | |