Top Python Interview Questions and Answers 2023

Yes, unlike Java, Python provides users with a range of support in terms of inheritance and its usage. Multiple inheritance refers to a scenario where a class is instantiated from more than one individual parent class. This provides a lot of functionality and advantages to users.

Errors are coding issues in a program which may cause it to exit abnormally.Exceptions happen due to the occurrence of an external event which interrupts the normal flow of the program. Celebrate Pride with these bite-sized Python coding challenges. Tips from learners who successfully switched careers after learning to code. Learn about some of the high-paying jobs you can get without needing a degree. Discover what each job entails and how you can succeed with our classes.

How do you do data abstraction in Python?

I started by creating custom Docker images tailored to our application’s requirements, which included specific versions of Python, necessary libraries, and dependencies. This ensured that all team members were working in identical environments, reducing discrepancies between local and production setups. Additionally, I utilized Docker Compose to manage multi-container applications, allowing us to easily orchestrate various services such as databases, caching systems, and message brokers. On the server side, I’ve https://remotemode.net/ utilized tools such as Redis and Memcached for in-memory caching of frequently accessed data, which significantly decreases database query time. For instance, when working on an e-commerce platform, I implemented Redis to store product details that were often requested, resulting in faster page loads and improved user experience. This approach allowed me to significantly reduce the overall execution time by running multiple coroutines concurrently, rather than waiting for each request to complete sequentially.

While the process of retrieving original Python objects from the stored string representation is called unpickling. Python zip() function returns a zip object, which maps a similar index of multiple containers. It takes an iterable, converts it into an iterator and aggregates the elements based on iterables passed. Python documentation strings (or docstrings) provide a convenient way of associating documentation with Python modules, functions, classes, and methods. The “for” Loop is generally used to iterate through the elements of various collection types such as List, Tuple, Set, and Dictionary. Developers use a “for” loop where they have both the conditions start and the end.

Python interview questions for intermediate developers

Develop a real-time chat application using WebSockets, asyncio and a suitable web framework like FastAPI or Django. Implement features like user authentication, chat rooms, and message broadcasting. Make sure the application can handle a large number of concurrent requests.

  • Python also has an inbuilt garbage collector, which recycles all the unused memory and frees the memory and makes it available to the heap space.
  • It supports object-oriented programming and is most commonly used to perform general-purpose programming.
  • Developers use a “for” loop where they have both the conditions start and the end.
  • On another project, we utilized Apache Kafka for real-time data streaming and processing.
  • The user can use the remove() function to delete a specific object in the list.

Interviewers want to know if you’ve worked with these popular frameworks and how well you understand their nuances. Your experience with these frameworks will showcase your ability to adapt to different projects and work environments, ultimately contributing to your team’s productivity and success. In https://remotemode.net/become-a-python-developer/ Python, the term monkey patch only refers to dynamic modifications of a class or module at run-time. Python Slicing is a string operation for extracting a part of the string, or some part of a list. With this operator, one can specify where to start the slicing, where to end, and specify the step.

Python String

Actually, Python is a partially compiled language and partially interpreted language. Not only is NumPy more effective, it is additionally more helpful. Numerous free vector and matrix operations enable us to sometimes avoid unnecessary work.