Testing Webhook Receivers
Testing webhook receivers is similar to testing an API endpoint, though the difference here is that you don't get to define the right values you accept, but rather you depend on the webhook sender to follow a schema, and you need to match it.
Like with any API endpoint, you need to add testing in order to have high assurance in the correctness of the code. Though unlike API endpoints, good webhook providers support exponential retries which means that the webhook provider will automatically recover from ephemeral errors.
In addition to correctness tests you should also test the servers to see how much load they can withstand and how to improve webhook processing, as this will allow you to make the right decisions in order to scale your infrastructure to meet webhook processing demands.
Here we compare different types of processes you can use to identify and fix bugs in your webhook processing. You'll learn how to help scale your service appropriately and improve its performance too.
Unit tests are used to test the smallest bits of your code, such as functions and classes. They usually involve defining an input and checking that the desired output is provided by your code.
For example, if your webhook endpoint handler does webhook verification, you should have tests to ensure that you verify things correctly.
Some things you should have tests for:
Is the expected result achieved when input is supplied to this function?
Are calculations within functions/class methods correct?
How does your function handle bad input data?
Do your functions maintain data integrity?
Why you need unit tests for webhooks:
Find errors and remove them before they impact your users.
Can help surface bad error handling.
It is a lot less time-consuming to use code that has been thoroughly debugged and checked for errors.
Functional testing is commonly used to check the behavior of a program by executing different sets of input values and evaluating how it responds. In other words, it makes sure every part is working together as intended.
A webhook URL is a specific endpoint on your app's API. It can be tested by simulating requests and checking the response.
There are many tools that help you test a webhook endpoint, though you can also just use good ol' cURL, or your favorite HTTP library.
Why you should have functional testing for webhooks:
Test webhook processing
Check for idempotency
Ensure data integrity
Observe error scenarios
Load testing webhooks
Load testing puts your app under pressure to see how many requests it can handle in a given time span before it starts missing requests.
Load tests are critical if you plan on processing a lot of webhooks. This will help you decide how to scale your app when traffic increases.
The Svix webhooks service supports per-endpoint rate-limiting, which means that if you are receiving webhooks from a service that uses Svix, you can just set the rate-limit to a value that you are comfortable with. Otherwise, you need to take extra care to ensure that your service stays up when a high load of webhooks are sent to your service.
Some metrics you should be tracking with load testing:
Requests per second
Time per Request
Why you need load testing for webhooks:
It helps you determine how much load your server can handle.
If you can't handle the current load, load testing will show this and can inform any rate-limiting setting you need to implement to prevent your server from crashing.
You'll know when to add additional servers to handle an increase in traffic.
Profiling tests out a portion of your code to find any potential performance issues.
If you notice a dip in your code performance, it could be caused by slow operations per second or high request metrics. Having insight into performance bottlenecks can help you identify the precise issue and how to rewrite your webhook.
In order to profile your performance, you need a profiling tool. Profiling tools measure resource consumption of specific segments of code at runtime.
Using profiling reports, you can see how your resource allocation is being used and which functions are causing it to use them the most. This will help you determine the most important areas of optimization and get a higher level of performance.
Why you need to profile your app's performance:
Find out where the performance bottlenecks are
Find opportunities to increase performance
Testing is an important engineering practice that helps building high quality and stable codebases. Testing provides a number of benefits; understanding them is the best way to feel convinced to incorporate testing into your development workflow. In this article, we have looked at how to test your webhook endpoints to ensure they are reliable and dependable.
Testing webhooks leads to more robust webhooks handling, which means fewer bugs, less maintenance headaches, and smooth services.