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     → 首先编写一个失败的测试
GREEN   → 编写最少的代码来通过测试
REFACTOR → 改进代码，同时保持测试通过
REPEAT  → 继续处理下一个需求

Go 中的分步 TDD

// 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。

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

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

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

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

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

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。

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

// 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

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

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

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

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

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

# 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: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

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

# 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

# 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。