Welcome fellow coders! In this tutorial, we are going to be taking a look at some of the more advanced testing practices used by the Go language developers in the official Golang/go repo.

I feel this approach, of actually studying what has been done in a production system, will hopefully give you some insight into the best ways to test your own production-level Go programs.

If you are entirely new to testing your Go-based programs, then I suggest you check out my other tutorial: an introduction to testing in go

Achieving Good Coverage with Table Tests

Let’s start our journey in the strings package. If you have a look at the top of the strings_test.go file within src/strings/ you should see a number of arrays defined and populated.

For example, take a look at lastIndexTests which is an array of type IndexTest:

var lastIndexTests = []IndexTest{
	{"", "", 0},
	{"", "a", -1},
	{"", "foo", -1},
	{"fo", "foo", -1},
	{"foo", "foo", 0},
	{"foo", "f", 0},
	{"oofofoofooo", "f", 7},
	{"oofofoofooo", "foo", 7},
	{"barfoobarfoo", "foo", 9},
	{"foo", "", 3},
	{"foo", "o", 2},
	{"abcABCabc", "A", 3},
	{"abcABCabc", "a", 6},

This array is used to test the LastIndex function within the strings.go file with a number of negative and positive cases. Each of these IndexTest elements feature a standard string, a separator, and an out integer value and have a struct that looks like this:

type IndexTest struct {
	s   string
	sep string
	out int

These tests are then triggered by the TestLastIndex() function which runs through all of these test cases and checks to see whether the results returned from the lastIndex function match the expected results outlined in the array.

This same practice is done numerous times for numerous different functions and this helps to guarantee that when any code changes are made to these functions, the expected functionality will not change.

Use the testdata Directory

In certain situations, you won’t be able to specify your expected input and output as an array of elements like in the above example. You may be trying to test how you read + write to files on the filesystem or how you parse proprietary data formats and so on.

If this is the case then one option is to create a testdata directory and store any files you may need for testing within that directory.

A great example of this can again be found within the Standard Library under src/archive/tar/ in which a testdata/ directory is defined and contains a number of .tar files that are subsequently used for testing.

Some fairly complex examples of tests using these files can be found in the reader_test.go file.

func TestReader(t *testing.T) {
	vectors := []struct {
		file    string    // Test input file
		headers []*Header // Expected output headers
		chksums []string  // MD5 checksum of files, leave as nil if not checked
		err     error     // Expected error to occur
		file: "testdata/gnu.tar",
		headers: []*Header{{
			Name:     "small.txt",
			Mode:     0640,
			Uid:      73025,
			Gid:      5000,
			Size:     5,
			ModTime:  time.Unix(1244428340, 0),
			Typeflag: '0',
			Uname:    "dsymonds",
			Gname:    "eng",
			Format:   FormatGNU,
		}, {
			Name:     "small2.txt",
			Mode:     0640,
			Uid:      73025,
			Gid:      5000,
			Size:     11,
			ModTime:  time.Unix(1244436044, 0),
			Typeflag: '0',
			Uname:    "dsymonds",
			Gname:    "eng",
			Format:   FormatGNU,
		chksums: []string{
  // more test cases

In the above function you’ll see that the core developers are combining the first technique we covered here in combination with files from the testdata/ directory to ensure that when a sample .tar file is opened, the files and their checksums match their expectations.

Mocking HTTP Requests

As soon as you start writing production-level APIs and services, it’s likely you’ll start interacting with other services and being able to test the way that you interact with these services is just as important as testing other parts of your codebase.

However, you may be interacting with REST APIs that perform CRUD actions on databases and as such, you don’t want these changes actually being committed to your database when you are just trying to test things are working.

So, in order to get around this problem, we can mock HTTP responses using the net/http/httptest package which is our best friend in these situations.

package main_test

import (

func TestHttp(t *testing.T) {
	handler := func(w http.ResponseWriter, r *http.Request) {
    // here we write our expected response, in this case, we return a
    // JSON string which is typical when dealing with REST APIs
		io.WriteString(w, "{ \"status\": \"expected service response\"}")

	req := httptest.NewRequest("GET", "https://tutorialedge.net", nil)
	w := httptest.NewRecorder()
	handler(w, req)

	resp := w.Result()
	body, _ := ioutil.ReadAll(resp.Body)

In the above test case, we basically overwrite the response we expect from our URL and then continue to test other parts of our system that rely upon that response.

The Use of Separate Packages

If we have a look at the strings_test.go file and inspect the package at the top, you should notice that it doesn’t reside within the same package that the strings.go file resides within.

The reason for this? It helps you to avoid cyclic imports. In some scenarios, you’ll need to import a package in your *_test.go file to adequately write your tests. If the package you import in already has a reference to the package you are trying to test, you may see issues with cyclic dependencies.

Differentiate your Unit and Integration Tests

I originally found out about this tip from: Go Advanced Tips Tricks

If you are writing tests for large enterprise Go systems then you’ll more than likely have a set of both integration and unit tests ensuring the validity of your system.

More often than not however, you’ll find your integration tests taking far longer to run as opposed to your unit tests due to the fact they could be reaching out to other systems.

In this case, it makes sense to put your integration tests into *_integration_test.go files and adding // +build integration to the top of your test file:

// +build integration

package main_test

import (

func TestMainIntegration(t *testing.T) {
	fmt.Println("My Integration Test")

In order to run this suite of integration tests you can call go test like so:

➜  advanced-go-testing-tutorial git:(master) ✗ go test -tags=integration
My Integration Test
ok      _/Users/elliot/Documents/Projects/tutorials/golang/advanced-go-testing-tutorial 0.006s


So, in this tutorial, we had a look at some of the more advanced testing techniques and tricks employed by the Go language maintainers.

Hopefully, you found this useful and it gave you the insight needed to go off and improve your own go tests. If you found it useful, or have any further questions, then please don’t hesitate to let me know in the comments section below!