Mocking remote api calls in golang - unit-testing

I'm trying to get better at writing mocked golang tests that call a remote api
I can similate a single call pretty easily with the httptest library but am a
bit stuck handling other functions that call single endpoint calls multiple times.
For example given a simple create function
func createItem(url string, product Product) (int, error) {
// make request
return createdId, nil
}
I can write some tests that look like this
func TestCreateItem(t *testing.T) {
mock_ts := httptest.NewServer(http.HandlerFunc(func(w http.ResponseWriter, r *http.Request) {
w.Header().Set("Content-Type", "application/json")
w.Write([]byte(`37`))
}))
prod := Product{...}
_, err := createItem(mock_ts.URL, 1, prod)
if err != nil {
t.Errorf("Error saving item: %v", err)
}
}
Now if I have this other wrapper function I won't be able to pass in the
mock test server url.
func someFunctionThatMakesManyItems(...) {
url = "http://www.realapiendpoint.com" // or some func that gets api url
// this function might generate a list of items
for _, item := range items {
createItem(url, item)
}
}
I could need to pass in the url to the someFunctionThatMakesManyItems and any
functions that rely on api functions and that just seems like the wrong approach.
Any advice on how to model this better to help with my tests?

Make the endpoint URL configurable instead of hard-coding it - make it a function parameter, or a field of some configuration struct, or returned from an internal configuration service, something like that. Designing for testability is all about avoiding hard-coded configuration and dependencies: code should receive its configuration values and its dependencies from the caller rather than setting or creating them itself.

Related

How to mock the mongoDB client in golang?

We have written generic method to connect the MongoDB in golang. Now we want to write the unit testing to mock the DB call. So we need mock the mongo.client.
In Python, we have pymongo lib to mock db call. Similarly do we have any lib in golang?
Or
Do we have any other option to avoid the DB call for unit test implementation?
func RunQuery(collec string, filter bson.M, client *mongo.Client) (result []bson.M, err error) {
collection := client.Database("TESTDB").Collection(collec)
cur, err := collection.Find(ctx, filter)
}
I want to write unit test for method "getuserdetails".
func Test_getUserdetails(t *testing.T) {
mt := mtest.New(t, mtest.NewOptions().ClientType(mtest.Mock))
defer mt.Close()
mt.Run("success", func(mt *mtest.T) {
usercollection := mt.Coll
getuserdetails(usercollection.Database().Client())
})
}
Error:
Message: "no responses remaining"
Labels : NetworkError

How to mock a method of a third party package

I had a simple function which connects to mongoDB and create a new document.
Now how do I mock the methods of the imported mongo package while unit testing.
Ive tried to mock GinContext by monkeypatching.
But unable to proceed with mocking the actual mongoClient as the package is imported.
func CreateUser(c GinContext) {
var userdetail UserDetails
binderr := c.ShouldBindJSON(&userdetail)
fmt.Println(binderr)
if binderr != nil {
c.JSON(500, gin.H{
"message": "Input payload not matching",
"error": binderr,
})
return
}
//-- Client if of type *mongo.Client.
//-- How do I mock the Client.Database, Client.Database.Connection
collection := Client.Database("demo").Collection("users")
ctx, err1 := context.WithTimeout(context.Background(), 10*time.Second)
if err1 != nil {
}
response, err2 := collection.InsertOne(ctx, userdetail)
if err2 != nil {
log.Println("Some error inserting the document")
}
fmt.Println(response.InsertedID)
c.JSON(200, gin.H{
"message": "User created successfully",
})
}
Expected: I should be able to mock or stub Client and provide dummy functionality. Just like in nodeJS we do
spyOn(Client,'Database').and.return(Something)
Every time I'm wondering "how to mock a method", this is mostly related to my code architecture. Not being able to test easily some code means, most of time, that the code is poorly designed and/or too coupled to the used libraries/frameworks. Here, you want to mock Mongo connection only because your code is too tightly related to Mongo (in the CreateUser function). Refactoring could help you to test your code (without any Mongo connection).
I've experienced that using interfaces and dependency injection simplifies
the testing process in Go, and clarifies the architecture. Here is my attempt to help you test your application.
Code refactoring
First, define what you want to do with an interface. Here, you're inserting users, so let's do a UserInserter interface, with a single method for now (Insert, to insert a single user) :
type UserInserter interface {
Insert(ctx context.Context, userDetails UserDetails) (insertedID interface{}, err error)
}
In the code you have provided, you are only using the insertedID, so you probably only need it as output of this Insert method (and an optional error if something gone wrong). insertedID is defined as an interface{} here, but feel free to change to whatever you want.
Then, let's modify your CreateUser method and inject this UserInserter as a parameter :
func CreateUser(c *gin.Context, userInserter UserInserter) {
var userdetail UserDetails
binderr := c.ShouldBindJSON(&userdetail)
fmt.Println(binderr)
if binderr != nil {
c.JSON(500, gin.H{
"message": "Input payload not matching",
"error": binderr,
})
return
}
// this is the modified part
insertedID, err2 := userInserter.Insert(c, userdetail)
if err2 != nil {
log.Println("Some error inserting the document")
}
fmt.Println(insertedID)
c.JSON(200, gin.H{
"message": fmt.Sprintf("User %s created successfully", insertedID),
})
}
This method could be refactored but, to avoid any confusion, I will not touch it.
userInserter.Insert(c, userdetail) replaces here the Mongo dependency in this method by injecting userInserter.
You can now implement your UserInserter interface with the backend of your choice (Mongo in your case). Insertion into Mongo needs a Collection object (the collection we are inserting the user in), so let's add this as an attribute :
type MongoUserInserter struct {
collection *mongo.Collection
}
Implementation of Insert method follows (call InsertOne method on *mongo.Collection) :
func (i MongoUserInserter) Insert(ctx context.Context, userDetails UserDetails) (insertedID interface{}, err error) {
response, err := i.collection.InsertOne(ctx, userDetails)
return response.InsertedID, err
}
This implementation could be in a separated package and should be tested separately.
Once implemented, you can use MongoUserInserter in your main application, where Mongo is the backend. MongoUserInserter is initialized in the main function, and injected in the CreateUser method. Router setup have been separated (also for testing purpose) :
func setupRouter(userInserter UserInserter) *gin.Engine {
router := gin.Default()
router.POST("/createUser", func(c *gin.Context) {
CreateUser(c, userInserter)
})
return router
}
func main() {
client, _ := mongo.NewClient()
collection := client.Database("demo").Collection("users")
userInserter := MongoUserInserter{collection: collection}
router := setupRouter(userInserter)
router.Run(":8080")
}
Note that if some day you want to change the backend, you will only
need to change the userInserter in the main function!
Tests
From a tests perspective, it is now easier to test because we can create a fake UserInserter, like :
type FakeUserInserter struct{}
func (_ FakeUserInserter) Insert(ctx context.Context, userDetails UserDetails) (insertedID interface{}, err error) {
return userDetails.Name, nil
}
(I supposed here UserDetails have an attribute Name).
If you really want to mock this interface, you can take a look at GoMock. In this case though, I'm not sure using a mock framework is required.
And now we can test our CreateUser method with a simple HTTP testing framework (see https://github.com/gin-gonic/gin#testing), without needing a Mongo connection or mocking it.
import (
"bytes"
"net/http"
"net/http/httptest"
"testing"
"github.com/stretchr/testify/assert"
)
func TestCreateUser(t *testing.T) {
userInserter := FakeUserInserter{}
router := setupRouter(userInserter)
w := httptest.NewRecorder()
body := []byte(`{"name": "toto"}`)
req, _ := http.NewRequest("POST", "/createUser", bytes.NewBuffer(body))
router.ServeHTTP(w, req)
assert.Equal(t, 200, w.Code)
assert.Equal(t, `{"message":"User toto created successfully"}`, w.Body.String())
}
Note that this does not exempt to also test Insert method of MongoUserInserter, but separately : here, this test covers CreateUser, not the Insert method.

API Gateway HTTP client request with IAM auth with Go

Hello StackOverflow AWS Gophers,
I'm implementing a CLI with the excellent cobra/viper packages from spf13. We have an Athena database fronted by an API Gateway endpoint, which authenticates with IAM.
That is, in order to interact with its endpoints by using Postman, I have to define AWS Signature as Authorization method, define the corresponding AWS id/secret and then in the Headers there will be X-Amz-Security-Token and others. Nothing unusual, works as expected.
Since I'm new to Go, I was a bit shocked to see that there are no examples to do this simple HTTP GET request with the aws-sdk-go itself... I'm trying to use the shared credentials provider (~/.aws/credentials), as demonstrated for the S3 client Go code snippets from re:Invent 2015:
req := request.New(nil)
How can I accomplish this seemingly easy feat in 2019 without having to resort to self-cooked net/http and therefore having to manually read ~/.aws/credentials or worse, go with os.Getenv and other ugly hacks?
Any Go code samples interacting as client would be super helpful. No Golang Lambda/server examples, please, there's plenty of those out there.
Unfortunately, it seems that the library has been updated since the accepted answer was written and the solution no longer is the same. After some trial and error, this appears to be the more current method of handling the signing (using https://pkg.go.dev/github.com/aws/aws-sdk-go-v2):
import (
"context"
"net/http"
"time"
"github.com/aws/aws-sdk-go-v2/config"
"github.com/aws/aws-sdk-go-v2/aws/signer/v4"
)
func main() {
// Context is not being used in this example.
cfg, err := config.LoadDefaultConfig(context.TODO())
if err != nil {
// Handle error.
}
credentials, err := cfg.Credentials.Retrieve(context.TODO())
if err != nil {
// Handle error.
}
// The signer requires a payload hash. This hash is for an empty payload.
hash := "e3b0c44298fc1c149afbf4c8996fb92427ae41e4649b934ca495991b7852b855"
req, _ := http.NewRequest(http.MethodGet, "api-gw-url", nil)
signer := v4.NewSigner()
err = signer.SignHTTP(context.TODO(), credentials, req, hash, "execute-api", cfg.Region, time.Now())
if err != nil {
// Handle error.
}
// Use `req`
}
The solution below uses aws-sdk-go-v2
https://github.com/aws/aws-sdk-go-v2
// A AWS SDK session is created because the HTTP API is secured using a
// IAM authorizer. As such, we need AWS client credentials and a
// session to properly sign the request.
cfg, err := external.LoadDefaultAWSConfig(
external.WithSharedConfigProfile(profile),
)
if err != nil {
fmt.Println("unable to create an AWS session for the provided profile")
return
}
req, _ := http.NewRequest(http.MethodGet, "", nil)
req = req.WithContext(ctx)
signer := v4.NewSigner(cfg.Credentials)
_, err = signer.Sign(req, nil, "execute-api", cfg.Region, time.Now())
if err != nil {
fmt.Printf("failed to sign request: (%v)\n", err)
return
}
res, err := http.DefaultClient.Do(req)
if err != nil {
fmt.Printf("failed to call remote service: (%v)\n", err)
return
}
defer res.Body.Close()
if res.StatusCode != 200 {
fmt.Printf("service returned a status not 200: (%d)\n", res.StatusCode)
return
}
The first argument to request.New is aws.Config, where you can send credentials.
https://github.com/aws/aws-sdk-go/blob/master/aws/request/request.go#L99
https://docs.aws.amazon.com/sdk-for-go/api/aws/#Config
There are multiple ways to create credentials object: https://docs.aws.amazon.com/sdk-for-go/v1/developer-guide/configuring-sdk.html
For example using static values:
creds:= credentials.NewStaticCredentials("AKID", "SECRET_KEY", "TOKEN")
req := request.New(aws.Config{Credentials: creds}, ...)
I'm pretty new to go myself (3rd day learning go) but from watching the video you posted with the S3 example and reading through the source code (for the s3 service and request module) here is my understanding (which I'm hoping helps).
If you look at the code for the s3.New() function aws-sdk-go/service/s3/service.go
func New(p client.ConfigProvider, cfgs ...*aws.Config) *S3 {
c := p.ClientConfig(EndpointsID, cfgs...)
return newClient(*c.Config, c.Handlers, c.Endpoint, c.SigningRegion, .SigningName) }
As opposed to request.New() function aws-sdk-go/aws/request/request.go
func New(cfg aws.Config, clientInfo metadata.ClientInfo, handlers Handlers,
retryer Retryer, operation *Operation, params interface{}, data interface{}) *Request { ...
As you can see in the s3 scenario the *aws.Config struct is a pointer, and so is probably initialized / populated elsewhere. As opposed to the request function where the aws.Config is a parameter. So I am guessing the request module is probably a very low level module which doesn't get the shared credentials automatically.
Now, seeing as you will be interacting with API gateway I had a look at that service specifically to see if there was something similar. I looked at aws-sdk-go/service/apigateway/service.go
func New(p client.ConfigProvider, cfgs ...*aws.Config) *APIGateway {
c := p.ClientConfig(EndpointsID, cfgs...)
return newClient(*c.Config, c.Handlers, c.Endpoint, c.SigningRegion, c.SigningName) }...
Which looks pretty much the same as the s3 client, so perhaps try using that and see how you go?

How to mock AWS Lambda context when testing lambda handler in Go?

I have an S3-triggered AWS Lambda written in Go. I've been able to successfully test all of the ancillary code, however, I'm stuck trying to test the lambda handler.
Here's the signature of my handler:
func HandleRequest(ctx context.Context, s3Event events.S3Event)
Here's the test code:
package main
import (
"context"
"encoding/json"
"testing"
"github.com/aws/aws-lambda-go/events"
"github.com/stretchr/testify/assert"
)
func TestHandleRequest(t *testing.T) {
// 1. read JSON from file
inputJSON, err := readJSONFromFile("./testdata/s3-event.json")
if err != nil {
t.Errorf("could not open test file. details: %v", err)
}
// 2. de-serialize into Go object
var inputEvent events.S3Event
if err := json.Unmarshal(inputJSON, &inputEvent); err != nil {
t.Errorf("could not unmarshal event. details: %v", err)
}
// 3. How can I mock the context.Context?
assert.NoError(t, HandleRequest(context.Context, inputEvent))
}
I have no clue how I should mock the context.Context. I couldn't find any examples online either.
Anyone know? Does my code look idiomatic for testing an S3-triggered, Go Lambda?
‘context.Context’ is designed to be an immutable value (even though it is literally an interface). So I wouldn’t be concerned with mocking it.
There are two ways to create empty contexts (‘context.Background()’ and ‘context.TODO()’). I would start with those. If you want to set something on the context, check out documentation on the context package.
Will context.TODO satisfy your needs?
https://golang.org/pkg/context/#TODO

How to mock while sending http request to API

I have implemented a ReST API in Go using go-gin and I am trying to test a handler function which looks like the following
func editNameHandler(c *gin.Context) {
// make a ReST call to another server
callToAnotherServer()
c.Status(200)
}
I want to to mock callToAnotherServer method so that my test case doesn't call the 3rd party server at all.
My test case looks like
func TestSeriveIdStatusRestorePatch(t *testing.T) {
// Request body
send := strings.NewReader(`{"name":"Robert"}`
// this function sends an HTTP request to the API which ultimately calls editNameHandler
// Ignore the variables.The variables are retrieved in code this is to simplify question
ValidTokenTestPatch(API_VERSION+"/accounts/"+TestAccountUUID+"/students/"+TestStudentId, t, send, http.StatusOK)
}
I went through Mock functions in Go which mentions how we can pass a function to mock. I am wondering how we can pass a function while sending http request? How can I mock function in such case. What is the best practice?
I don't think there is single response for this question, but I'll share my approach on how I'm currently doing Dependency Injection on Go with go-gin (but should be the nearly the same with any other router).
From a business point of view, I have a struct that wraps all access to my services which are responsible for business rules/processing.
// WchyContext is an application-wide context
type WchyContext struct {
Health services.HealthCheckService
Tenant services.TenantService
... whatever
}
My services are then just interfaces.
// HealthCheckService is a simple general purpose health check service
type HealthCheckService interface {
IsDatabaseOnline() bool
}
Which have mulitple implementations, like MockedHealthCheck, PostgresHealthCheck, PostgresTenantService and so on.
My router than depends on a WchyContext, which the code looks like this:
func GetMainEngine(ctx context.WchyContext) *gin.Engine {
router := gin.New()
router.Use(gin.Logger())
router.GET("/status", Status(ctx))
router.GET("/tenants/:domain", TenantByDomain(ctx))
return router
}`
Status and TenantByDomain act like a handler-factory, all it does is create a new handler based on given context, like this:
type statusHandler struct {
ctx context.WchyContext
}
// Status creates a new Status HTTP handler
func Status(ctx context.WchyContext) gin.HandlerFunc {
return statusHandler{ctx: ctx}.get()
}
func (h statusHandler) get() gin.HandlerFunc {
return func(c *gin.Context) {
c.JSON(200, gin.H{
"healthy": gin.H{
"database": h.ctx.Health.IsDatabaseOnline(),
},
"now": time.Now().Format("2006.01.02.150405"),
})
}
}
As you can see, my health check handler doesn't care about concrete implementation of my services, I just use it whatever is in the ctx.
The last part depends on current execution environment. During automated tests I create a new WchyContext using mocked/stubbed services and send it to GetMainEngine, like this:
ctx := context.WchyContext{
Health: &services.InMemoryHealthCheckService{Status: false},
Tenant: &services.InMemoryTenantService{Tenants: []*models.Tenant{
&models.Tenant{ID: 1, Name: "Orange Inc.", Domain: "orange"},
&models.Tenant{ID: 2, Name: "The Triathlon Shop", Domain: "trishop"},
}}
}
router := handlers.GetMainEngine(ctx)
request, _ := http.NewRequest(method, url, nil)
response := httptest.NewRecorder()
router.ServeHTTP(response, request)
... check if response matches what you expect from your handler
And when you setup it to really listen to a HTTP port, the wiring up looks like this:
var ctx context.WchyContext
var db *sql.DB
func init() {
db, _ = sql.Open("postgres", os.Getenv("DATABASE_URL"))
ctx = context.WchyContext{
Health: &services.PostgresHealthCheckService{DB: db},
Tenant: &services.PostgresTenantService{DB: db}
}
}
func main() {
handlers.GetMainEngine(ctx).Run(":" + util.GetEnvOrDefault("PORT", "3000"))
}
There are a few things that I don't like about this, I'll probably refactor/improve it later, but it has been working well so far.
If you want to see full code reference, I'm working on this project here https://github.com/WeCanHearYou/wchy
Hope it can help you somehow.