Member-only story
Discover lesser-known Python libraries that simplify tasks, save time, and supercharge your workflow with practical, real-world examples.

The Story That Hooks You
Imagine this: You’re on a deadline. Your script works, but it’s not efficient and it’s not clean, and you know it. You Google for hours, seeking a better way. Then, you discover a Python module that few can name, and solve the puzzle in minutes. That’s when you understand: Python’s ecosystem is expansive, full of powerful tools hiding in plain sight.
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That is exactly what we are going to find out today — six lesser known Python modules that can actually change the way you code. Whether you’re just getting your feet wet or are a well-seasoned pro, these tools will not only make your life easier and save you time but will also make you wonder how you ever got along without them.
1. Rich: Colorful Console Output
Detailed Explanation
Rich — A Python library for rich text and beautiful formatting in the terminal. This allows you to display formatted text, tables, progress bars and even syntax-highlighted code snippets directly in your terminal.
What’s particularly great about Rich is that it can display complex data in a simple way, easy to understand. Rich makes everything look sharp and professional, this is useful when building up CLI tools or debugging your programs.
Key Features:
- Code looks more readable with syntax highlighting.
- Dynamic progress bars that update dynamically.
- User defined Headers and Styles for the tables
Use Case:
For example, imagine you are debugging a JSON response from an API. Rich allows you to pretty-print the JSON with just a few lines of code, which makes it easier to identify errors.
from rich.console import Console
from rich.json import JSON
console = Console()
data = '{"name": "Python", "type": "Language", "year": 1991}'
console.print(JSON(data), highlight=True)