Tag: Python

Table of Contents Introduction to Contract Programming What is Design by Contract? Contract Programming in Python Python’s assert Statement Using pydantic for Data Validation Third-Party Libraries for Contract Programming Benefits of...

Table of Contents What is Property-Based Testing? The Problem with Traditional Testing Introduction to Hypothesis for Python How Hypothesis Works Setting Up Hypothesis Basic Example of Property-Based Testing More Complex Test...

Table of Contents Introduction What is Static Code Analysis? Why Use Linters in Python? Overview of Popular Linters: Pylint and MyPy Pylint: Features and Benefits MyPy: Type Checking in Python How...

Table of Contents Introduction What is Debugging Why Manual Debugging Falls Short Introduction to pdb (Python Debugger) Key Features of pdb Basic Commands of pdb Using pdb in Scripts Example: Debugging a...

Table of Contents Introduction What is Docker and Why Use It? Benefits of Dockerizing Python Applications Prerequisites for Dockerizing Python Applications Creating a Dockerfile for Your Python Application Building and...

Table of Contents Introduction What is Continuous Deployment (CD) Difference Between CI, CD, and DevOps Why Continuous Deployment Matters for Python Projects Setting Up a Basic Python Project for...

Table of Contents Introduction to Continuous Integration (CI) Why CI is Important for Python Projects Key Concepts of CI Setting Up a CI Pipeline for Python Basic Requirements Choosing a...

Table of Contents Introduction What is Test-Driven Development (TDD) Why Use TDD: Benefits and Challenges TDD Workflow Explained Unit Testing in Python: unittest Framework Writing Your First TDD Example in...

Table of Contents Introduction Why Testing is Critical Why Use Pytest Setting Up Pytest Writing Your First Test Understanding Assertions in Pytest Organizing Tests in Pytest Advanced Pytest Features Pytest Fixtures: Setup and...

Table of Contents Introduction What is Unit Testing? Why is Unit Testing Important? Python’s Built-in Testing Frameworks Overview of unittest Overview of doctest Writing Your First Unit Tests with unittest Writing and...

Table of Contents Introduction Understanding Performance Bottlenecks Memory Optimization Techniques Choosing the Right Data Structures Generators vs Lists Using __slots__ in Classes Memory Profiling Tools CPU Optimization Techniques Algorithm and Data Structure Optimization Leveraging...

Table of Contents Introduction Understanding CPU-Bound and IO-Bound Programs What is a CPU-Bound Program? What is an IO-Bound Program? How Multithreading Works in Python Multithreading in IO-Bound Programs Why It Works...