--- name: golang-testing description: Go测试模式包括表格驱动测试、子测试、基准测试、模糊测试和测试覆盖率。遵循TDD方法论,采用地道的Go实践。 --- # Go 测试模式 遵循 TDD 方法论,用于编写可靠、可维护测试的全面 Go 测试模式。 ## 何时激活 * 编写新的 Go 函数或方法时 * 为现有代码添加测试覆盖率时 * 为性能关键代码创建基准测试时 * 为输入验证实现模糊测试时 * 在 Go 项目中遵循 TDD 工作流时 ## Go 的 TDD 工作流 ### 红-绿-重构循环 ``` RED → Write a failing test first GREEN → Write minimal code to pass the test REFACTOR → Improve code while keeping tests green REPEAT → Continue with next requirement ``` ### Go 中的分步 TDD ```go // Step 1: Define the interface/signature // calculator.go package calculator func Add(a, b int) int { panic("not implemented") // Placeholder } // Step 2: Write failing test (RED) // calculator_test.go package calculator import "testing" func TestAdd(t *testing.T) { got := Add(2, 3) want := 5 if got != want { t.Errorf("Add(2, 3) = %d; want %d", got, want) } } // Step 3: Run test - verify FAIL // $ go test // --- FAIL: TestAdd (0.00s) // panic: not implemented // Step 4: Implement minimal code (GREEN) func Add(a, b int) int { return a + b } // Step 5: Run test - verify PASS // $ go test // PASS // Step 6: Refactor if needed, verify tests still pass ``` ## 表驱动测试 Go 测试的标准模式。以最少的代码实现全面的覆盖。 ```go func TestAdd(t *testing.T) { tests := []struct { name string a, b int expected int }{ {"positive numbers", 2, 3, 5}, {"negative numbers", -1, -2, -3}, {"zero values", 0, 0, 0}, {"mixed signs", -1, 1, 0}, {"large numbers", 1000000, 2000000, 3000000}, } for _, tt := range tests { t.Run(tt.name, func(t *testing.T) { got := Add(tt.a, tt.b) if got != tt.expected { t.Errorf("Add(%d, %d) = %d; want %d", tt.a, tt.b, got, tt.expected) } }) } } ``` ### 包含错误情况的表驱动测试 ```go func TestParseConfig(t *testing.T) { tests := []struct { name string input string want *Config wantErr bool }{ { name: "valid config", input: `{"host": "localhost", "port": 8080}`, want: &Config{Host: "localhost", Port: 8080}, }, { name: "invalid JSON", input: `{invalid}`, wantErr: true, }, { name: "empty input", input: "", wantErr: true, }, { name: "minimal config", input: `{}`, want: &Config{}, // Zero value config }, } for _, tt := range tests { t.Run(tt.name, func(t *testing.T) { got, err := ParseConfig(tt.input) if tt.wantErr { if err == nil { t.Error("expected error, got nil") } return } if err != nil { t.Fatalf("unexpected error: %v", err) } if !reflect.DeepEqual(got, tt.want) { t.Errorf("got %+v; want %+v", got, tt.want) } }) } } ``` ## 子测试和子基准测试 ### 组织相关测试 ```go func TestUser(t *testing.T) { // Setup shared by all subtests db := setupTestDB(t) t.Run("Create", func(t *testing.T) { user := &User{Name: "Alice"} err := db.CreateUser(user) if err != nil { t.Fatalf("CreateUser failed: %v", err) } if user.ID == "" { t.Error("expected user ID to be set") } }) t.Run("Get", func(t *testing.T) { user, err := db.GetUser("alice-id") if err != nil { t.Fatalf("GetUser failed: %v", err) } if user.Name != "Alice" { t.Errorf("got name %q; want %q", user.Name, "Alice") } }) t.Run("Update", func(t *testing.T) { // ... }) t.Run("Delete", func(t *testing.T) { // ... }) } ``` ### 并行子测试 ```go func TestParallel(t *testing.T) { tests := []struct { name string input string }{ {"case1", "input1"}, {"case2", "input2"}, {"case3", "input3"}, } for _, tt := range tests { tt := tt // Capture range variable t.Run(tt.name, func(t *testing.T) { t.Parallel() // Run subtests in parallel result := Process(tt.input) // assertions... _ = result }) } } ``` ## 测试辅助函数 ### 辅助函数 ```go func setupTestDB(t *testing.T) *sql.DB { t.Helper() // Marks this as a helper function db, err := sql.Open("sqlite3", ":memory:") if err != nil { t.Fatalf("failed to open database: %v", err) } // Cleanup when test finishes t.Cleanup(func() { db.Close() }) // Run migrations if _, err := db.Exec(schema); err != nil { t.Fatalf("failed to create schema: %v", err) } return db } func assertNoError(t *testing.T, err error) { t.Helper() if err != nil { t.Fatalf("unexpected error: %v", err) } } func assertEqual[T comparable](t *testing.T, got, want T) { t.Helper() if got != want { t.Errorf("got %v; want %v", got, want) } } ``` ### 临时文件和目录 ```go func TestFileProcessing(t *testing.T) { // Create temp directory - automatically cleaned up tmpDir := t.TempDir() // Create test file testFile := filepath.Join(tmpDir, "test.txt") err := os.WriteFile(testFile, []byte("test content"), 0644) if err != nil { t.Fatalf("failed to create test file: %v", err) } // Run test result, err := ProcessFile(testFile) if err != nil { t.Fatalf("ProcessFile failed: %v", err) } // Assert... _ = result } ``` ## 黄金文件 针对存储在 `testdata/` 中的预期输出文件进行测试。 ```go var update = flag.Bool("update", false, "update golden files") func TestRender(t *testing.T) { tests := []struct { name string input Template }{ {"simple", Template{Name: "test"}}, {"complex", Template{Name: "test", Items: []string{"a", "b"}}}, } for _, tt := range tests { t.Run(tt.name, func(t *testing.T) { got := Render(tt.input) golden := filepath.Join("testdata", tt.name+".golden") if *update { // Update golden file: go test -update err := os.WriteFile(golden, got, 0644) if err != nil { t.Fatalf("failed to update golden file: %v", err) } } want, err := os.ReadFile(golden) if err != nil { t.Fatalf("failed to read golden file: %v", err) } if !bytes.Equal(got, want) { t.Errorf("output mismatch:\ngot:\n%s\nwant:\n%s", got, want) } }) } } ``` ## 使用接口进行模拟 ### 基于接口的模拟 ```go // Define interface for dependencies type UserRepository interface { GetUser(id string) (*User, error) SaveUser(user *User) error } // Production implementation type PostgresUserRepository struct { db *sql.DB } func (r *PostgresUserRepository) GetUser(id string) (*User, error) { // Real database query } // Mock implementation for tests type MockUserRepository struct { GetUserFunc func(id string) (*User, error) SaveUserFunc func(user *User) error } func (m *MockUserRepository) GetUser(id string) (*User, error) { return m.GetUserFunc(id) } func (m *MockUserRepository) SaveUser(user *User) error { return m.SaveUserFunc(user) } // Test using mock func TestUserService(t *testing.T) { mock := &MockUserRepository{ GetUserFunc: func(id string) (*User, error) { if id == "123" { return &User{ID: "123", Name: "Alice"}, nil } return nil, ErrNotFound }, } service := NewUserService(mock) user, err := service.GetUserProfile("123") if err != nil { t.Fatalf("unexpected error: %v", err) } if user.Name != "Alice" { t.Errorf("got name %q; want %q", user.Name, "Alice") } } ``` ## 基准测试 ### 基本基准测试 ```go func BenchmarkProcess(b *testing.B) { data := generateTestData(1000) b.ResetTimer() // Don't count setup time for i := 0; i < b.N; i++ { Process(data) } } // Run: go test -bench=BenchmarkProcess -benchmem // Output: BenchmarkProcess-8 10000 105234 ns/op 4096 B/op 10 allocs/op ``` ### 不同大小的基准测试 ```go func BenchmarkSort(b *testing.B) { sizes := []int{100, 1000, 10000, 100000} for _, size := range sizes { b.Run(fmt.Sprintf("size=%d", size), func(b *testing.B) { data := generateRandomSlice(size) b.ResetTimer() for i := 0; i < b.N; i++ { // Make a copy to avoid sorting already sorted data tmp := make([]int, len(data)) copy(tmp, data) sort.Ints(tmp) } }) } } ``` ### 内存分配基准测试 ```go func BenchmarkStringConcat(b *testing.B) { parts := []string{"hello", "world", "foo", "bar", "baz"} b.Run("plus", func(b *testing.B) { for i := 0; i < b.N; i++ { var s string for _, p := range parts { s += p } _ = s } }) b.Run("builder", func(b *testing.B) { for i := 0; i < b.N; i++ { var sb strings.Builder for _, p := range parts { sb.WriteString(p) } _ = sb.String() } }) b.Run("join", func(b *testing.B) { for i := 0; i < b.N; i++ { _ = strings.Join(parts, "") } }) } ``` ## 模糊测试 (Go 1.18+) ### 基本模糊测试 ```go func FuzzParseJSON(f *testing.F) { // Add seed corpus f.Add(`{"name": "test"}`) f.Add(`{"count": 123}`) f.Add(`[]`) f.Add(`""`) f.Fuzz(func(t *testing.T, input string) { var result map[string]interface{} err := json.Unmarshal([]byte(input), &result) if err != nil { // Invalid JSON is expected for random input return } // If parsing succeeded, re-encoding should work _, err = json.Marshal(result) if err != nil { t.Errorf("Marshal failed after successful Unmarshal: %v", err) } }) } // Run: go test -fuzz=FuzzParseJSON -fuzztime=30s ``` ### 多输入模糊测试 ```go func FuzzCompare(f *testing.F) { f.Add("hello", "world") f.Add("", "") f.Add("abc", "abc") f.Fuzz(func(t *testing.T, a, b string) { result := Compare(a, b) // Property: Compare(a, a) should always equal 0 if a == b && result != 0 { t.Errorf("Compare(%q, %q) = %d; want 0", a, b, result) } // Property: Compare(a, b) and Compare(b, a) should have opposite signs reverse := Compare(b, a) if (result > 0 && reverse >= 0) || (result < 0 && reverse <= 0) { if result != 0 || reverse != 0 { t.Errorf("Compare(%q, %q) = %d, Compare(%q, %q) = %d; inconsistent", a, b, result, b, a, reverse) } } }) } ``` ## 测试覆盖率 ### 运行覆盖率 ```bash # Basic coverage go test -cover ./... # Generate coverage profile go test -coverprofile=coverage.out ./... # View coverage in browser go tool cover -html=coverage.out # View coverage by function go tool cover -func=coverage.out # Coverage with race detection go test -race -coverprofile=coverage.out ./... ``` ### 覆盖率目标 | 代码类型 | 目标 | |-----------|--------| | 关键业务逻辑 | 100% | | 公共 API | 90%+ | | 通用代码 | 80%+ | | 生成的代码 | 排除 | ### 从覆盖率中排除生成的代码 ```go //go:generate mockgen -source=interface.go -destination=mock_interface.go // In coverage profile, exclude with build tags: // go test -cover -tags=!generate ./... ``` ## HTTP 处理器测试 ```go func TestHealthHandler(t *testing.T) { // Create request req := httptest.NewRequest(http.MethodGet, "/health", nil) w := httptest.NewRecorder() // Call handler HealthHandler(w, req) // Check response resp := w.Result() defer resp.Body.Close() if resp.StatusCode != http.StatusOK { t.Errorf("got status %d; want %d", resp.StatusCode, http.StatusOK) } body, _ := io.ReadAll(resp.Body) if string(body) != "OK" { t.Errorf("got body %q; want %q", body, "OK") } } func TestAPIHandler(t *testing.T) { tests := []struct { name string method string path string body string wantStatus int wantBody string }{ { name: "get user", method: http.MethodGet, path: "/users/123", wantStatus: http.StatusOK, wantBody: `{"id":"123","name":"Alice"}`, }, { name: "not found", method: http.MethodGet, path: "/users/999", wantStatus: http.StatusNotFound, }, { name: "create user", method: http.MethodPost, path: "/users", body: `{"name":"Bob"}`, wantStatus: http.StatusCreated, }, } handler := NewAPIHandler() for _, tt := range tests { t.Run(tt.name, func(t *testing.T) { var body io.Reader if tt.body != "" { body = strings.NewReader(tt.body) } req := httptest.NewRequest(tt.method, tt.path, body) req.Header.Set("Content-Type", "application/json") w := httptest.NewRecorder() handler.ServeHTTP(w, req) if w.Code != tt.wantStatus { t.Errorf("got status %d; want %d", w.Code, tt.wantStatus) } if tt.wantBody != "" && w.Body.String() != tt.wantBody { t.Errorf("got body %q; want %q", w.Body.String(), tt.wantBody) } }) } } ``` ## 命令测试 ```bash # Run all tests go test ./... # Run tests with verbose output go test -v ./... # Run specific test go test -run TestAdd ./... # Run tests matching pattern go test -run "TestUser/Create" ./... # Run tests with race detector go test -race ./... # Run tests with coverage go test -cover -coverprofile=coverage.out ./... # Run short tests only go test -short ./... # Run tests with timeout go test -timeout 30s ./... # Run benchmarks go test -bench=. -benchmem ./... # Run fuzzing go test -fuzz=FuzzParse -fuzztime=30s ./... # Count test runs (for flaky test detection) go test -count=10 ./... ``` ## 最佳实践 **应该:** * **先**写测试 (TDD) * 使用表驱动测试以实现全面覆盖 * 测试行为,而非实现 * 在辅助函数中使用 `t.Helper()` * 对于独立的测试使用 `t.Parallel()` * 使用 `t.Cleanup()` 清理资源 * 使用描述场景的有意义的测试名称 **不应该:** * 直接测试私有函数 (通过公共 API 测试) * 在测试中使用 `time.Sleep()` (使用通道或条件) * 忽略不稳定的测试 (修复或移除它们) * 模拟所有东西 (在可能的情况下优先使用集成测试) * 跳过错误路径测试 ## 与 CI/CD 集成 ```yaml # GitHub Actions example test: runs-on: ubuntu-latest steps: - uses: actions/checkout@v4 - uses: actions/setup-go@v5 with: go-version: '1.22' - name: Run tests run: go test -race -coverprofile=coverage.out ./... - name: Check coverage run: | go tool cover -func=coverage.out | grep total | awk '{print $3}' | \ awk -F'%' '{if ($1 < 80) exit 1}' ``` **记住**:测试即文档。它们展示了你的代码应如何使用。清晰地编写它们并保持更新。