ChatGPT Writes Tests and Transforms Pair Programming
Continuing the Pair Programming Saga
Recall the exhilarating experience I previously shared about pair programming with ChatGPT? I was left marveling at the AI's ability to assist developers in real-time, providing precise solutions that truly worked. Yet, it seems that ChatGPT has more tricks up its sleeve! My recent interaction with it plunged me into a new discovery: ChatGPT can also craft comprehensive automated tests. And they're impressive!
A Glimpse into the Testing Magic
Prompted by curiosity, I asked ChatGPT: can it write tests for Django? Specifically, for its models and views? As a refresher, Django models are the backbone of the data structure and represent the database layer. On the other hand, views are the presentation layer, crucial for the user experience.
ChatGPT rose to the challenge with flair!
Testing Django Models
With just a simple prompt, essentially asking ChatGPT to "write tests for these models", it swiftly returned a comprehensive suite of tests.
ChatGPT's tests for the models went beyond my expectations. It didn’t just stop at testing the standard fields and relationships. It ventured into the custom methods within the models, reflecting a profound understanding of the Django ORM. 
The most impressive part of the test for me is on the testing method part. Since the method is a custom implementation, I am intrigued how on earth ChatGPT can understand the expected result of the method. Seems like ChatGPT is understanding the full context of the chunk of code I've pasted.
Testing Django Views
The views in Django are pivotal as they bridge the user with the backend. ChatGPT’s tests for these views considered both the sunny day and rainy day scenarios. It validated expected responses and gracefully handled exceptions, ultimately delivering an end-to-end test suite for the Django app.
The Prompt
The Result
These tests encompassed positive scenarios and negative cases – a holistic coverage that one might spend hours to achieve manually.
Negative Scenario
Line of code 32 test_vote_view_without_choice_id function and Line of code 39 test_vote_view_with_nonexistent_choice_id function are covering the negative scenario tests. They are covering test without choice_id and test with nonexistent choice_id scenarios.
Beyond Testing - ChatGPT’s Expanding Capabilities
While my recent exploits with ChatGPT centered around automated testing, it's evident that its abilities are vast. From aiding in deployment scripts, optimizing databases, to now churning out automated tests, ChatGPT is an ever-evolving powerhouse in the developer’s toolkit.
Wrapping Up
Reflecting on the journey, I find myself increasingly in awe of what ChatGPT brings to the table. What could sometimes be hours of pondering over the right test cases, ChatGPT streamlined into moments. It's an AI revolution, and I’m here for it!
If you're navigating the world of tech, I highly recommend diving into ChatGPT. Whether you’re seeking a programming companion or a tester, it's got you covered.
© Alvian DK.