手把手教你如何进行 Golang 单元测试：详细步骤与最佳实践

package unit
import (
 "encoding/json"
 "errors"
 "github.com/gomodule/redigo/redis"
 "regexp"
)
type PersonDetail struct {
 Username string `json:"username"`
 Email    string `json:"email"`
}
// 检查用户名是否非法
func checkUsername(username string) bool {
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 reg := regexp.MustCompile(pattern)
 return reg.MatchString(username)
}
// 检查用户邮箱是否非法
func checkEmail(email string) bool {
 const pattern = `^[a-zA-Z0-9_-]+@[a-zA-Z0-9_-]+(.[a-zA-Z0-9_-]+)+{"@context":"https://schema.org","@type":"NewsArticle","mainEntityOfPage":{"@type":"WebPage","@id":"https://www.toutiao.com/article/7194623951715303970/"},"headline":"​手把手教你如何进行 Golang 单元测试","description":"引入随着工程化开发的内大力的推广，单元测试越来越受到广大开发者的重视。在学习的过程中，发现网上针对 Golang 单元测试大多从理论角度出发介绍，缺乏完整的实例说明，晦涩难懂的 API 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 reg := regexp.MustCompile(pattern)
 return reg.MatchString(email)
}
// 通过 redis 拉取对应用户的资料信息
func getPersonDetailRedis(username string) (*PersonDetail, error) {
 result := &PersonDetail{}
 client, err := redis.Dial("tcp", ":6379")
 defer client.Close()
 data, err := redis.Bytes(client.Do("GET", username))
 if err != nil {
  return nil, err
 }
 err = json.Unmarshal(data, result)
 if err != nil {
  return nil, err
 }
 return result, nil
}
// 拉取用户资料信息并校验
func GetPersonDetail(username string) (*PersonDetail, error) {
 // 检查用户名是否有效
 if ok := checkUsername(username); !ok {
  return nil, errors.New("invalid username")
 }
 // 从 redis 接口获取信息
 detail, err := getPersonDetailRedis(username)
 if err != nil {
  return nil, err
 }
 // 校验
 if ok := checkEmail(detail.Email); !ok {
  return nil, errors.New("invalid email")
 }
 return detail, nil
}

软件开发过程中，后台单元测试对于保证代码品质至关重要。然而，它所涉及到的诸多逻辑和技术细节往往让人感到困扰。这包括不同层级的逻辑检验、参数核对，以及众多框架的使用等多个复杂方面。本文将对此进行详细剖析。

后台单测的核心层面验证

package unit
import (
  "reflect"
  "testing"
)
func TestGetPersonDetail(t *testing.T) {
 type args struct {
  username string
 }
 tests := []struct {
  name    string
  args    args
  want    *PersonDetail
  wantErr bool
 }{
  // TODO: Add test cases.
 }
 for _, tt := range tests {
  t.Run(tt.name, func(t *testing.T) {
   got, err := GetPersonDetail(tt.args.username)
   if (err != nil) != tt.wantErr {
    t.Errorf("GetPersonDetail() error = %v, wantErr %v", err, tt.wantErr)
    return
   }
   if !reflect.DeepEqual(got, tt.want) {
    t.Errorf("GetPersonDetail() got = %v, want %v", got, tt.want)
   }
  })
 }
}

根据职责要求进行后台的单项测试，首要任务是核实验证层和DAO层的逻辑正确性。在具体工作中，以某公司的开发项目为例，开发人员发现层与层之间的数据流动对产品功能有着直接的影响。此外，层的参数检查同样需要在单测中加以关注。以登录功能为例，如果用户名的参数校验没有经过单测，可能会引发安全风险，如恶意登录等问题。这些问题在后台测试中是必须重视的。

后台测试时，需明确了解验证的重点，确保各层逻辑准确无误，参数校验正确，不能草率行事。

package unit
import (
  "github.com/stretchr/testify/assert" // 这里引入了 testify
  "reflect"
  "testing"
)
func TestGetPersonDetail(t *testing.T) {
 type args struct {
  username string
 }
 tests := []struct {
  name    string
  args    args
  want    *PersonDetail
  wantErr bool
 }{
  // TODO: Add test cases.
 }
 for _, tt := range tests {
  got, err := GetPersonDetail(tt.args.username)
  // 改写这里断言的方式即可
  assert.Equal(t, tt.want, got)
  assert.Equal(t, tt.wantErr, err != nil)
 }
}

func Test_checkEmail(t *testing.T) {
 type args struct {
  email string
 }
 tests := []struct {
  name string
  args args
  want bool
 }{
  {
   name: "email valid",
   args: args{
    email: "1234567@qq.com",
   },
   want: true,
  },
  {
   name: "email invalid",
   args: args{
    email: "test.com",
   },
   want: false,
  },
 }
 for _, tt := range tests {
  got := checkEmail(tt.args.email)
  assert.Equal(t, tt.want, got)
 }
}

单元测试的本质与范围

// 拉取用户资料信息并校验
func GetPersonDetail(username string) (*PersonDetail, error) {
 // 检查用户名是否有效
 if ok := checkUsername(username); !ok {
  return nil, errors.New("invalid username")
 }
 // 从 redis 接口获取信息
 detail, err := getPersonDetailRedis(username)
 if err != nil {
  return nil, err
 }
 // 校验
 if ok := checkEmail(detail.Email); !ok {
  return nil, errors.New("invalid email")
 }
 return detail, nil
}

单元测试主要针对单一函数展开，特别注重其内部运作机制。在诸如金融项目这样的实际应用中，对于涉及资金计算的函数进行单元测试时，必须确保其内部逻辑的精确无误。至于网络连接和数据库操作等外部行为，需要采取模拟方法进行处理。这样做的原因在于，单元测试的目的是检验函数自身的功能，而与函数逻辑无关的外部网络波动和数据库服务器状态不应影响测试结果。

func TestGetPersonDetail(t *testing.T) {
 type args struct {
  username string
 }
 tests := []struct {
  name    string
  args    args
  want    *PersonDetail
  wantErr bool
 }{
  {name: "invalid username", args: args{username: "steven xxx"}, want: nil, wantErr: true},
  {name: "invalid email", args: args{username: "invalid_email"}, want: nil, wantErr: true},
  {name: "throw err", args: args{username: "throw_err"}, want: nil, wantErr: true},
  {name: "valid return", args: args{username: "steven"}, want: &PersonDetail{Username: "steven", Email: "12345678@qq.com"}, wantErr: false},
 }
 // 为函数打桩序列
 // 使用 gomonkey 打函数桩序列
 // 第一个用例不会调用 getPersonDetailRedis，所以只需要 3 个值
 outputs := []gomonkey.OutputCell{
  {
   Values: gomonkey.Params{&PersonDetail{Username: "invalid_email", Email: "test.com"}, nil},
  },
  {
   Values: gomonkey.Params{nil, errors.New("request err")},
  },
  {
   Values: gomonkey.Params{&PersonDetail{Username: "steven", Email: "12345678@qq.com"}, nil},
  },
 }
 patches := gomonkey.ApplyFuncSeq(getPersonDetailRedis, outputs)
 // 执行完毕后释放桩序列
 defer patches.Reset()
 for _, tt := range tests {
  got, err := GetPersonDetail(tt.args.username)
  assert.Equal(t, tt.want, got)
  assert.Equal(t, tt.wantErr, err != nil)
 }
}

常常，开发者会弄混单元测试的边界，引入了外部因素。我们必须清楚单元测试的真正含义，关键在于只关注内部逻辑的检验。

单测模板代码的相关操作

// 通过 redis 拉取对应用户的资料信息
func getPersonDetailRedis(username string) (*PersonDetail, error) {
 result := &PersonDetail{}
 client, err := redis.Dial("tcp", ":6379")
 defer client.Close()
 data, err := redis.Bytes(client.Do("GET", username))
 if err != nil {
  return nil, err
 }
 err = json.Unmarshal(data, result)
 if err != nil {
  return nil, err
 }
 return result, nil
}

所生成的测试模板代码遵循官方框架。以某开源项目为实例，在实际应用中，人们常将其调整为便于断言的形式。这种调整并不繁琐，只需添加特定内容，并对test函数末尾的断言代码进行修改即可。以一个数据处理函数为例，这样的调整可以使测试结果的判定更为精确和高效。

初学者在执行这类任务时常常感到迷茫。因此，我们必须透彻掌握这类模板代码的使用方法，以便更有效地开展单元测试。

// redis 包中关于 Conn 的定义
// Conn represents a connection to a Redis server.
type Conn interface {
 // Close closes the connection.
 Close() error
 // Err returns a non-nil value when the connection is not usable.
 Err() error
 // Do sends a command to the server and returns the received reply.
 Do(commandName string, args ...interface{}) (reply interface{}, err error)
 // Send writes the command to the client's output buffer.
 Send(commandName string, args ...interface{}) error
 // Flush flushes the output buffer to the Redis server.
 Flush() error
 // Receive receives a single reply from the Redis server
 Receive() (reply interface{}, err error)
}
// 实现接口
type Client struct {}
func (c *Client) Close() error {
  return nil
}
func (c *Client) Err() error {
  return nil
}
func (c *Client) Do(commandName string, args ...interface{}) (interface{}, error) {
  return nil, nil
}
func (c *Client) Send(commandName string, args ...interface{}) error {
  return nil
}
func (c *Client) Flush() error {
  return nil
}
func (c *Client) Receive() (interface{}, error) {
  return nil, nil
}
// 实现接口
type Client struct {}
func (c *Client) Close() error {
 return nil
}
func (c *Client) Err() error {
 return nil
}
func (c *Client) Do(commandName string, args ...interface{}) (interface{}, error) {
 return nil, nil
}
func (c *Client) Send(commandName string, args ...interface{}) error {
 return nil
}
func (c *Client) Flush() error {
 return nil
}
func (c *Client) Receive() (interface{}, error) {
 return nil, nil
}
// 进行测试
func test() {
 c := &Client{}
 gomonkey.ApplyFunc(redis.Dial, func(_ string, _ string, _ ...redis.DialOption) (redis.Conn, error) {
  return c, nil
 })
 gomonkey.ApplyMethod(reflect.TypeOf(c), "Do", func(commandName string, args ...interface{}) (interface{}, error) {
  var result interface{}
  return result, nil
 })
}

完全覆盖函数的测试方法

# 打开终端后依次执行
go get -u github.com/golang/mock/gomock
go install github.com/golang/mock/mockgen
# 备注说明，很重要！！！
# 安装完成之后，执行 mockgen 看命令是否生效 # 如果显示命令无效，请找到本机的 GOPATH 安装目录下的 bin 文件夹是否有 mockgen 二进制文件
# GOPATH 可以执行 go env 命令找到
# 如果命令无效但是 GOPATH 路径下的 bin 文件夹中存在 mockgen，请将 GOPATH 下 bin 文件夹的绝对路径添加到全局 PATH 中

要实现一个函数的全面测试，比如针对一个用户权限管理的函数，必须操控相关函数的输出，保证后续代码能够顺利执行。在电商后台的开发中，这一环节尤为关键。此外，在运用桩序列时，必须细致研究单元测试案例与序列值之间的联系。

mockgen -destination=mock_redis.go -package=unit github.com/gomodule/redigo/redis Conn
# 更多指令参考：https://github.com/golang/mock#flags

对全面覆盖的函数进行测试并非易事，需要仔细考量众多相关函数的细节，这样才能确保测试效果符合预期。

func Test_getPersonDetailRedis(t *testing.T) {
 tests := []struct {
  name    string
  want    *PersonDetail
  wantErr bool
 }{
  {name: "redis.Do err", want: nil, wantErr: true},
  {name: "json.Unmarshal err", want: nil, wantErr: true},
  {name: "success", want: &PersonDetail{
   Username: "steven",
   Email:    "1234567@qq.com",
  }, wantErr: false},
 }
 ctrl := gomock.NewController(t)
 defer ctrl.Finish()
 // 1. 生成符合 redis.Conn 接口的 mockConn
 mockConn := NewMockConn(ctrl)
 // 2. 给接口打桩序列
 gomock.InOrder(
  mockConn.EXPECT().Do("GET", gomock.Any()).Return("", errors.New("redis.Do err")),
  mockConn.EXPECT().Close().Return(nil),
  mockConn.EXPECT().Do("GET", gomock.Any()).Return("123", nil),
  mockConn.EXPECT().Close().Return(nil),
  mockConn.EXPECT().Do("GET", gomock.Any()).Return([]byte(`{"username": "steven", "email": "1234567@qq.com"}`), nil),
  mockConn.EXPECT().Close().Return(nil),
 )
 // 3. 给 redis.Dail 函数打桩
 outputs := []gomonkey.OutputCell{
  {
   Values: gomonkey.Params{mockConn, nil},
   Times:  3, // 3 个用例
  },
 }
 patches := gomonkey.ApplyFuncSeq(redis.Dial, outputs)
 // 执行完毕之后释放桩序列
 defer patches.Reset()
 // 4. 断言
 for _, tt := range tests {
  actual, err := getPersonDetailRedis(tt.name)
  // 注意，equal 函数能够对结构体进行 deap diff
  assert.Equal(t, tt.want, actual)
  assert.Equal(t, tt.wantErr, err != nil)
 }
}

函数和方法的Mock操作

进行打桩操作时，需先定义结构体并实现其接口所要求的方法。在面向对象编程模式中，理解类与接口之间的关系相对简单。然而，在Go语言中，由于语言特性，一旦函数或方法的逻辑声明完成，就很难通过编码进行Mock处理，这对单元测试构成了不小的难题。例如，对一个加密函数进行Mock操作尤其复杂。

☁️  go_unit_test [master]   go test -v -cover
=== RUN   TestGetPersonDetail
--- PASS: TestGetPersonDetail (0.00s)
=== RUN   Test_checkEmail
--- PASS: Test_checkEmail (0.00s)
=== RUN   Test_checkUsername
--- PASS: Test_checkUsername (0.00s)
=== RUN   Test_getPersonDetailRedis
--- PASS: Test_getPersonDetailRedis (0.00s)
PASS
coverage: 60.8% of statements
ok      unit    0.131s

遇到这样的问题，我们应当探索怎样的解决途径？这确实是个值得每一位开发者深思的问题。

内联对单测的影响

☁️  go_unit_test [master]   go test -cover -v  -run Test_getPersonDetailRedis
=== RUN   Test_getPersonDetailRedis
--- PASS: Test_getPersonDetailRedis (0.00s)
PASS
coverage: 41.9% of statements
ok      unit    0.369s

编译时内联操作会影响单元测试。一旦函数被内联，调用就消失了，这在许多架构代码中常引发问题。例如，在某个邮件系统的后台服务开发中，函数内联导致单测无法通过。Go语言对内联函数有规定，含有闭包、for等关键词的函数通常不会内联。执行gotest命令时，通过添加相应参数，可以避免编译器优化内联造成的单测问题。

如何有效协调内联测试与独立测试，提升测试效能？期待大家在评论区交流心得，同时，恳请点赞及转发文章，让更多人认识并关注后台独立测试。