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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)
}
}
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