142 posts tagged with "python"

While Pydantic is the industry standard for external data (APIs, JSON parsing), Python's built-in dataclasses are often the better choice for internal data.

To answer your specific questions:

1. Is it speed? YES. Dataclasses are significantly faster at creating objects (instantiation).
2. Is it strict data type? NO. Pydantic is stricter. Dataclasses do not validate types at runtime; they blindly accept whatever you give them.

Here are the 4 most convincing reasons to use Dataclasses over Pydantic in a modern app, with examples for each.

Gone are the days of boring black-and-white squares! With the advent of advanced AI image generation models like Stable Diffusion, we can now create QR codes that are not only scannable but are also stunning works of art. This guide will walk you through the process of generating stylized QR codes that seamlessly blend into captivating images.

If you print 1,000 posters with a QR code and the website URL changes next week, a "Static" QR code becomes a pile of wasted paper. The solution is a Dynamic QR code.

Instead of encoding your final destination (like myshop.com/promo-january), you encode a "Short URL" that you control (like myqr.link/offer). When a user scans it, your server looks up where offer should go today and redirects them instantly.

Exporting your scan data is the final piece of the puzzle. While a database is great for storage, most team members prefer to see results in a spreadsheet.

In Python, the pandas library is the gold standard for this. It can read directly from your SQLite database and convert that data into a professional-looking Excel or CSV file in just a few lines of code.

Connecting your scanner to a database transforms a simple visual tool into a functional Inventory Management or Attendance System. In this walkthrough, we will use SQLite because it is built into Python, requires no external server setup, and is perfect for edge devices like a Raspberry Pi or a local laptop.

Building a code generator is only half the battle. In this walkthrough, we will build a high-performance scanning system capable of identifying and decoding multiple barcodes and 2D codes (QR, Data Matrix, etc.) from both static images and real-time video streams.

While QR codes are great for marketing and consumers, industrial and government applications often require formats that are either more compact or hold significantly more data. This article covers how to generate Data Matrix (popular in healthcare and aerospace) and PDF417 (the standard for ID cards and shipping) using Python.

Generating barcodes is a surprisingly simple task in Python thanks to a few highly specialized libraries. Whether you're building an inventory system, a ticketing app, or a simple tracking tool, Python can generate industry-standard barcodes in just a few lines of code.

The most popular and robust library for this task is python-barcode.

Performance Showdown: emoji.demojize() vs. clean-text for Emoji Handling​

When choosing a library for high-throughput text preprocessing, performance is often as important as accuracy. Both the emoji library's demojize() function and the comprehensive clean-text library can remove or replace emojis, but they serve different purposes, which impacts their speed and efficiency.

Since no direct, widely-published benchmark comparing only these two specific functions exists, this analysis focuses on their architectural differences and their respective performance profiles, based on typical NLP use cases.

Removing or Replacing Emoji in Text with Python (Copy-Friendly Version)​

Since you know how to detect emojis, here are the most effective actions you can take once an emoji is found: removing it entirely, or converting it into a descriptive text shortcode.