Skip to main content

How To achieve 100% test coverage in pytest





Write Additional Tests: Write new test cases to cover the remaining lines of code. This might involve creating edge cases, boundary conditions, or scenarios that are not currently covered by your tests.


Mock External Dependencies: If your code interacts with external dependencies such as databases, APIs, or file systems, use mocking to simulate these dependencies in your tests. This ensures that you can cover all the code paths without relying on the external environment.


Refactor Code:  Sometimes, achieving full test coverage might require refactoring your code to make it more testable. This could involve breaking down large functions into smaller units, reducing dependencies between components, or making your code more modular.



Comments

Popular posts from this blog

Django pk vs id

 Django pk VS id If you don’t specify primary_key=True for any fields in your model, Django will automatically add an IntegerField to hold the primary key, so you don’t need to set primary_key=True on any of your fields unless you want to override the default primary-key behavior. The primary key field is read-only. If you change the value of the primary key on an existing object and then save it, a new object will be created alongside the old one Example: class UserProfile ( models . Model ): name = models . CharField ( max_length = 500 ) email = models . EmailField ( primary_key = True ) def __str__ ( self ): return self . name suppose we have this model. In this model we have make email field as primary key. now django default primary key id field will be gone. It'll remove from database. we can not query as   UserProfile.objects.get(id=1) after make email as primary key this query will throw an error.  Now we have to use pk  Us...

WSGI vs ASGI: What Every Django Developer Should Know !

  If you've been developing with Django, you've probably come across WSGI (Web Server Gateway Interface), the trusted friend of all traditional, synchronous web apps. But in this fast-moving, real-time world, you may have also heard about its dynamic, asynchronous cousin ASGI (Asynchronous Server Gateway Interface). WSGI (Web Server Gateway Interface): 1. The OG (original) Django interface, designed for synchronous HTTP requests. 2. Perfect for blogs, CMS, e-commerce, and standard web apps. 3. Uses servers like Gunicorn or uWSGI. 4. Limited to handling one request at a time. ASGI (Asynchronous Server Gateway Interface): 1. The modern, scalable interface designed for asynchronous web apps. 2. Ideal for handling WebSockets, HTTP/2, and real-time features like chat apps. 3. Built for high concurrency; uses Uvicorn, Daphne, or similar ASGI servers. 4. Allows you to leverage Python’s async and await for non-blocking code. When to Choose What: WSGI: Traditional apps where synchronou...

Sum of numbers 1 to N

 Problem: We need the sum of the number 1 to N. The N could be anything (100,200,500,33,21) like anything. What is the best approach to solve this little problem ?  so there are multiple way to solve this problem.  We will discuss 3 solution .  1. Recursive way  : Using recursion we can solve this problem. Here is the solution The time complexity of this code is O(n) because it makes n recursive calls, each of which takes constant time.  The space complexity is also O(n) because each recursive call adds a level to the call stack. The maximum depth of the recursion is n, so the maximum amount of space on the call stack is proportional to n. 2. Using loop Here we need 2 different variables in our code -- a variable where we can store the sum as we iterate through the values and add them (my_sum in my code), and another variable (i in my code) to iterate over the numbers from 0 to n. The time complexity of this code is O(n). The while loop runs n+1 times, and ...