内容简介:Unit Test -> Integrate Test -> Dev, from fake to realRun unit test by hand or script with go test.Write Unit Test Withfx support to inject some mock component, example:
基本过程
- coding in local IDE,write unit test,
- add & run integrate test(tradeoff between自动化与手动,如果自动化写的少,多动手)
- deploy to dev environment
- deploy to qa or production environment. not be discussed on this page
Requirement
Environment in logic
- IDE environment for develop effectively. Should support debug interactively with ide breakpoint.
- Integrate Test environment. For run integrate by hand or automatically.
- Local Environment.
-
Dev environment.
And QA environment、Prod environment not maintained by dev
Environment in implement
Realness
Unit Test -> Integrate Test -> Dev, from fake to real
Implement
Run unit test by hand or script with go test.
Unit Test
Write Unit Test Withfx support to inject some mock component, example:
func TestFxPopluate(t *testing.T) {
// Some external module that provides a user name.
type Username string
UserModule := fx.Provide(func() Username { return "john" })
var user Username
app := fxtest.New(
t,
UserModule,
fx.Populate(&user),
)
app.RequireStart().RequireStop()
t.Log(user)
}
Integrate Test
use httptest library, example
func TestHttpTestApi(t *testing.T) {
InitTest()
var r *gin.Engine
app := fxtest.New(t, logger.Module, database.Module, cache.Module, config.Module,
dao.Module, handler.ModuleWithDep, router.Module, fx.Populate(&r))
app.RequireStart().RequireStop()
// create request
req, err := http.NewRequest("GET", "/api/v3/test/ping", nil)
if err != nil {
t.Fatal(err)
}
// response checker
rr := httptest.NewRecorder()
r.ServeHTTP(rr, req)
if status := rr.Code; status != http.StatusForbidden {
t.Errorf("handler returned wrong status code: got %v want %v",
status, http.StatusOK)
}
return
/*
expected := `{"message": "pong"}`
if rr.Body.String() != expected {
t.Errorf("handler returned unexpected body: got %v want %v",
rr.Body.String(), expected)
}
*/
}
Distinguish env by shell env value or cmd flag or both, supported by config library
IDE env、Integrate Test env、Local env can use same config、same environment, but with some difference, so use different flag. Different Requirement
- IDE env require run in IDE, so more mock component. Actually one of server、fe run separately in IDE,other run in docker
- Integrate Test should clean db and other state before every run. Integrate can be run in any one of IDE、local、dev、QA env with clean db、state
- Local env require keep state.
Use docker to implement this.
Env define: ["ide", "local", "dev"], and ["qa", "prod"]
Use shell env、cmd flags to determine which env to run, as to load different config and component.
monkey patch
https://github.com/bouk/monkey
可以极大地简化使用依赖注入时的mock替换,避免在更深的层次进行替换时的繁琐操作。
以上所述就是小编给大家介绍的《golang best practice 之 dev测试》,希望对大家有所帮助,如果大家有任何疑问请给我留言,小编会及时回复大家的。在此也非常感谢大家对 码农网 的支持!
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PYTHON3:数据分析与机器学习实战
龙马高新教育 / 北京大学出版社 / 2018-9-1 / 69.00
机器学习(Machine Learning, ML)是一门多领域交叉学科,是人工智能的核心,其应用遍及人工智能的各个领域,专门研究计算机怎样模拟或实现人类的学习行为,以获取新的知识或技能,重新组织已有的知识结构使之不断改善自身的性能。在机器学习过程中,需要使用大量数据,而数据分析是指用适当的方法对收集的大量数据进行分析,提取有用信息并形成结论,进而对数据加以详细研究和概括总结的过程。本书结合机器学......一起来看看 《PYTHON3:数据分析与机器学习实战》 这本书的介绍吧!