#python

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#data-science

The State of Data Science 2024: 6 Key Data Science Trends | The PyCharm Blog

Python usage in data analysis and machine learning is declining, indicating changing trends in data science.

Anaconda Toolbox for Excel and more with Peter Wang

Peter Wang discusses the Anaconda Toolbox for Excel and its impact on Python's role in data science.

Introduction to Web Scraping With Python - Real Python

Web scraping is critical for extracting data from the web, aiding various fields like data science and investigative reporting.

Beginning your career in python programming

Python offers versatility and is in high demand across various fields.
Begin by installing Python and setting up an IDE for development.
Explore advanced topics like OOP, File I/O, and Python's standard library for enhanced programming skills.
Practice coding regularly on platforms like LeetCode and HackerRank to improve proficiency.

Introduction to Sentiment Analysis in Python | The PyCharm Blog

Sentiment analysis is crucial for understanding emotional tone in text, aiding industries like customer service and market research.

Episode #232: Exploring Modern Sentiment Analysis Approaches in Python - The Real Python Podcast

Sentiment analysis involves lexicon-based methods, machine learning techniques, and LLMs to analyze emotions in text.

The State of Data Science 2024: 6 Key Data Science Trends | The PyCharm Blog

Python usage in data analysis and machine learning is declining, indicating changing trends in data science.

Anaconda Toolbox for Excel and more with Peter Wang

Peter Wang discusses the Anaconda Toolbox for Excel and its impact on Python's role in data science.

Introduction to Web Scraping With Python - Real Python

Web scraping is critical for extracting data from the web, aiding various fields like data science and investigative reporting.

Beginning your career in python programming

Python offers versatility and is in high demand across various fields.
Begin by installing Python and setting up an IDE for development.
Explore advanced topics like OOP, File I/O, and Python's standard library for enhanced programming skills.
Practice coding regularly on platforms like LeetCode and HackerRank to improve proficiency.

Introduction to Sentiment Analysis in Python | The PyCharm Blog

Sentiment analysis is crucial for understanding emotional tone in text, aiding industries like customer service and market research.

Episode #232: Exploring Modern Sentiment Analysis Approaches in Python - The Real Python Podcast

Sentiment analysis involves lexicon-based methods, machine learning techniques, and LLMs to analyze emotions in text.
moredata-science
#programming

The Python AI library hack that didn't hack Python

Python is the fastest-growing and most popular programming language for 2024.

New Python Jumpstart course

Python Jumpstart focuses on hands-on learning through writing code, contrasting with traditional video-based courses.

Python Dictionary Comprehensions: How and When to Use Them - Real Python

Dictionaries in Python can be created using literals, the dict() constructor, or for loops, with comprehensions offering additional manipulation capabilities.

Expression vs Statement in Python: What's the Difference? - Real Python

Expressions represent values whereas statements affect the execution flow.
Every piece of code in Python is a statement; however, not all statements yield values.

Python to C: What's new in Cython 3.1

Cython 3.1's upcoming release enhances type annotations and introduces support for the experimental free-threaded Python 3.13t, allowing for true parallelism.

Building Rust Extensions for Python

The integration of Rust into Python projects signifies a major evolution in optimizing performance.

The Python AI library hack that didn't hack Python

Python is the fastest-growing and most popular programming language for 2024.

New Python Jumpstart course

Python Jumpstart focuses on hands-on learning through writing code, contrasting with traditional video-based courses.

Python Dictionary Comprehensions: How and When to Use Them - Real Python

Dictionaries in Python can be created using literals, the dict() constructor, or for loops, with comprehensions offering additional manipulation capabilities.

Expression vs Statement in Python: What's the Difference? - Real Python

Expressions represent values whereas statements affect the execution flow.
Every piece of code in Python is a statement; however, not all statements yield values.

Python to C: What's new in Cython 3.1

Cython 3.1's upcoming release enhances type annotations and introduces support for the experimental free-threaded Python 3.13t, allowing for true parallelism.

Building Rust Extensions for Python

The integration of Rust into Python projects signifies a major evolution in optimizing performance.
moreprogramming
#programming-languages

Choosing Your First Language in Data Engineering: A Beginner's Guide

Choosing the right programming language is crucial for your data engineering career.
Python is favored for its simplicity, rich libraries, and big data integration.

JavaScript is still number one - JetBrains report

JetBrains' 2024 report reveals that TypeScript, Rust, and Python are leading in growth and adoption among programming languages.

Python a shoo-in for Tiobe language of the year

Python is likely to win Tiobe's programming language of the year for 2024 due to its significant increase in popularity.

GitHub's most-used language isn't JavaScript anymore

Python has become the most-used programming language on GitHub, driven by a rise in generative AI projects.

Go language rises in Tiobe popularity index

Go language has achieved its highest ever ranking at seventh in the Tiobe index, noted for its speed, ease of deployment, and learnability.

How Our Favorite Programming Languages Would Celebrate Christmas

Programming languages each have unique personalities that lead to a Christmas party filled with chaos and quirks, mirroring their traits.

Choosing Your First Language in Data Engineering: A Beginner's Guide

Choosing the right programming language is crucial for your data engineering career.
Python is favored for its simplicity, rich libraries, and big data integration.

JavaScript is still number one - JetBrains report

JetBrains' 2024 report reveals that TypeScript, Rust, and Python are leading in growth and adoption among programming languages.

Python a shoo-in for Tiobe language of the year

Python is likely to win Tiobe's programming language of the year for 2024 due to its significant increase in popularity.

GitHub's most-used language isn't JavaScript anymore

Python has become the most-used programming language on GitHub, driven by a rise in generative AI projects.

Go language rises in Tiobe popularity index

Go language has achieved its highest ever ranking at seventh in the Tiobe index, noted for its speed, ease of deployment, and learnability.

How Our Favorite Programming Languages Would Celebrate Christmas

Programming languages each have unique personalities that lead to a Christmas party filled with chaos and quirks, mirroring their traits.
moreprogramming-languages

PyCoder's Weekly | Issue #660

The Python community is evolving, actively enhancing the development experience and expanding language applicability.
#automation

Let's Build a Free Web Scraping Tool That Combines Proxies and AI for Data Analysis | HackerNoon

The article focuses on building an AI-powered web scraper that can bypass advanced website security measures and automate data analysis.

3 takeaways from the Ultralytics AI Python library hack

Python's software supply chain is increasingly susceptible to cyberattacks due to its popularity and unique usage in process automation and machine learning.

Continuous Integration and Deployment for Python With GitHub Actions - Real Python

GitHub Actions enables Python developers to automate workflows and maintain software quality through effective CI/CD practices.

Network Test and Automation: PyATS 101 in 5 Minutes | HackerNoon

Automation enhances agility in the digital society, freeing professionals from tedious tasks and allowing them to focus on more complex work.

Let's Build a Free Web Scraping Tool That Combines Proxies and AI for Data Analysis | HackerNoon

The article focuses on building an AI-powered web scraper that can bypass advanced website security measures and automate data analysis.

3 takeaways from the Ultralytics AI Python library hack

Python's software supply chain is increasingly susceptible to cyberattacks due to its popularity and unique usage in process automation and machine learning.

Continuous Integration and Deployment for Python With GitHub Actions - Real Python

GitHub Actions enables Python developers to automate workflows and maintain software quality through effective CI/CD practices.

Network Test and Automation: PyATS 101 in 5 Minutes | HackerNoon

Automation enhances agility in the digital society, freeing professionals from tedious tasks and allowing them to focus on more complex work.
moreautomation
#learning

The Python Countdown to Christmas 2024 Giveaway - Mouse Vs Python

Offering free Python resources during the holiday season for learning purposes.
Encouraging followers to engage by following him for giveaway updates.

Python Black Friday & Cyber Monday sales (2024)

This article highlights current and anticipated Python learning sales, encouraging readers to bookmark and check back for updates.

The Python Countdown to Christmas 2024 Giveaway - Mouse Vs Python

Offering free Python resources during the holiday season for learning purposes.
Encouraging followers to engage by following him for giveaway updates.

Python Black Friday & Cyber Monday sales (2024)

This article highlights current and anticipated Python learning sales, encouraging readers to bookmark and check back for updates.
morelearning

Testing some tidbits with pytest

Ned Batchelder's post presents creative techniques for checking binary strings in Python, encouraging community engagement.

Python in Visual Studio Code - December 2024 Release - Python

Pylance and Copilot's features automate docstring generation, improving code documentation in Visual Studio Code.
#web-development

The State of Python 2024 | The PyCharm Blog

Python continues to grow in popularity, leading in multiple coding indices and GitHub usage. Its diverse applications enhance its developer community.

Rio: WebApps in pure Python - A fresh Layouting System | HackerNoon

Rio is a new framework allowing web and local app development with Python, focusing on a simple and effective layout system.

The State of Python 2024 | The PyCharm Blog

Python continues to grow in popularity, leading in multiple coding indices and GitHub usage. Its diverse applications enhance its developer community.

Rio: WebApps in pure Python - A fresh Layouting System | HackerNoon

Rio is a new framework allowing web and local app development with Python, focusing on a simple and effective layout system.
moreweb-development
#continuous-integration

Trusted publishing It has never been easier to publish your python packages

Python package publishing is now simpler and more secure with trusted publishing and GitHub Actions.

Checking Python Code with GitHub Actions - Mouse Vs Python

GitHub Actions automate code linting and formatting for Python, ensuring standards are enforced in pull requests.

Trusted publishing It has never been easier to publish your python packages

Python package publishing is now simpler and more secure with trusted publishing and GitHub Actions.

Checking Python Code with GitHub Actions - Mouse Vs Python

GitHub Actions automate code linting and formatting for Python, ensuring standards are enforced in pull requests.
morecontinuous-integration

Check if a point is in a cylinder - geometry and code

A simplified approach to determine if a point is inside a cylinder can mitigate complexities and inaccuracies found in traditional methods.
#numpy

NumPy Practical Examples: Useful Techniques - Real Python

Setting up a proper working environment is essential when using NumPy.
Utilizing Jupyter Notebook is beneficial for documenting and experimenting with code.

Episode #231: Good Python Programming Practices When New to the Language - The Real Python Podcast

PEP 8 provides essential guidelines for writing Python code that is clean and maintains high quality.

NumPy Practical Examples: Useful Techniques - Real Python

Setting up a proper working environment is essential when using NumPy.
Utilizing Jupyter Notebook is beneficial for documenting and experimenting with code.

Episode #231: Good Python Programming Practices When New to the Language - The Real Python Podcast

PEP 8 provides essential guidelines for writing Python code that is clean and maintains high quality.
morenumpy

PyCon US 2025 Registration Launch!

Registration for PyCon US 2025 is officially open, with events scheduled for May 16-18, 2025, in Pittsburgh, Pennsylvania.

reader 3.16 released - Archived feed

Version 3.16 of reader introduces an archiving feature to preserve entries from deleted feeds, enhancing content management.

python-build-standalone finds a home

The jiter module is an efficient JSON parser designed for performance in Python projects, including implementations in Pydantic and Logfire.
Moka-py integrates a high-performance Rust caching library with Python, enabling sophisticated data caching strategies.
#dependency-management

Managing Dependencies With Python Poetry - Real Python

Dependency management is crucial for Python projects using external packages.
Poetry simplifies version control and dependency management for consistent development environments.

Lazy self-installing Python scripts with uv

Using command-line scripts in Python is straightforward for scripts without dependencies, but it complicates when external packages are needed.

PyCoder's Weekly | Issue #658

Django performance tuning is crucial for web project efficiency.
Python's pathlib facilitates easy file path management.
Poetry streamlines dependency management for Python projects.
ZenRows simplifies web scraping with comprehensive tools.

Managing Dependencies With Python Poetry - Real Python

Dependency management is crucial for Python projects using external packages.
Poetry simplifies version control and dependency management for consistent development environments.

Lazy self-installing Python scripts with uv

Using command-line scripts in Python is straightforward for scripts without dependencies, but it complicates when external packages are needed.

PyCoder's Weekly | Issue #658

Django performance tuning is crucial for web project efficiency.
Python's pathlib facilitates easy file path management.
Poetry streamlines dependency management for Python projects.
ZenRows simplifies web scraping with comprehensive tools.
moredependency-management
#open-source

Python package 'fabrice' steals AWS credentials

The 'fabrice' Python package deceives users by mimicking a legitimate library, endangering developers through credential theft and malicious operations.

python-preference only-managed 3.13t

GitHub action security tool aids developers in detecting vulnerabilities easily.
Python leads GitHub usage, fueled by a diverse influx of new developers.

Episode #228: Maintaining the Foundations of Python & Cautionary Tales - The Real Python Podcast

Open-source projects thrive on diverse governance and funding models, as seen in Python's successful history contrasted with current WordPress challenges.

reader 3.15 released - Retry-After

Reader 3.15 enhances HTTP compliance with Retry-After support and faster tag filtering.

2024 Python in VS Code Wrapped - Python

The Python extension for VS Code achieved significant milestones in 2024, emphasizing community contributions and robust development efforts.

Your own Image Generation API service with FLUX, Python, and Diffusers - SitePoint

FLUX is revolutionizing AI image generation by outperforming established models like Stable Diffusion and Dall-E.
Setting up your own FLUX server can save costs and improve flexibility compared to serverless options.

Python package 'fabrice' steals AWS credentials

The 'fabrice' Python package deceives users by mimicking a legitimate library, endangering developers through credential theft and malicious operations.

python-preference only-managed 3.13t

GitHub action security tool aids developers in detecting vulnerabilities easily.
Python leads GitHub usage, fueled by a diverse influx of new developers.

Episode #228: Maintaining the Foundations of Python & Cautionary Tales - The Real Python Podcast

Open-source projects thrive on diverse governance and funding models, as seen in Python's successful history contrasted with current WordPress challenges.

reader 3.15 released - Retry-After

Reader 3.15 enhances HTTP compliance with Retry-After support and faster tag filtering.

2024 Python in VS Code Wrapped - Python

The Python extension for VS Code achieved significant milestones in 2024, emphasizing community contributions and robust development efforts.

Your own Image Generation API service with FLUX, Python, and Diffusers - SitePoint

FLUX is revolutionizing AI image generation by outperforming established models like Stable Diffusion and Dall-E.
Setting up your own FLUX server can save costs and improve flexibility compared to serverless options.
moreopen-source
#programming-techniques

Episode #229: The Joy of Tinkering & Python Free-Threading Performance - The Real Python Podcast

Exploring Python through tinkering and project development keeps developers engaged and sharp in their skills.

Python f-string

Python f-strings enhance code readability and performance by allowing embedding of variables and expressions directly within strings.

Testing some tidbits

Exploring diverse methods in Python for validating strings of zeros and ones emphasizes practical, varied coding strategies.

Episode #229: The Joy of Tinkering & Python Free-Threading Performance - The Real Python Podcast

Exploring Python through tinkering and project development keeps developers engaged and sharp in their skills.

Python f-string

Python f-strings enhance code readability and performance by allowing embedding of variables and expressions directly within strings.

Testing some tidbits

Exploring diverse methods in Python for validating strings of zeros and ones emphasizes practical, varied coding strategies.
moreprogramming-techniques
#performance-optimization

Cython tutorial: How to speed up Python

Cython significantly enhances Python performance by allowing the writing of C extensions and type-decorated code for faster execution.

The Polars vs pandas difference nobody is talking about

Polars offers advanced non-elementary group-by aggregations, enhancing efficiency and flexibility in data analysis compared to pandas.

Cython tutorial: How to speed up Python

Cython significantly enhances Python performance by allowing the writing of C extensions and type-decorated code for faster execution.

The Polars vs pandas difference nobody is talking about

Polars offers advanced non-elementary group-by aggregations, enhancing efficiency and flexibility in data analysis compared to pandas.
moreperformance-optimization

Handling or Preventing Errors in Python: LBYL vs EAFP - Real Python

Effective error handling in programming is essential, utilizing either look before you leap (LBYL) or easier to ask forgiveness than permission (EAFP).
#tui

Closing the loop

Ned Batchelder's innovative loop target usage sparked a debate on code readability and styles among Python developers.
The asyncstdlib library facilitates the seamless integration of synchronous Python code in asynchronous programming environments.

How to Debug Your Textual Application - Mouse Vs Python

Textual simplifies creating text-based UIs but complicates debugging due to terminal control and IDE limitations.

Closing the loop

Ned Batchelder's innovative loop target usage sparked a debate on code readability and styles among Python developers.
The asyncstdlib library facilitates the seamless integration of synchronous Python code in asynchronous programming environments.

How to Debug Your Textual Application - Mouse Vs Python

Textual simplifies creating text-based UIs but complicates debugging due to terminal control and IDE limitations.
moretui

Announcing: Azure Developers - Python Day - Python

Azure Developers - Python Day on December 5, 2024, offers essential training for Python developers focusing on cloud development and AI integration.
#javascript

Claude AI runs JavaScript, Python beats JavaScript on GitHub, & Node.js updates - This Week in JS | HackerNoon

Python has overtaken JavaScript on GitHub as the most popular programming language after a decade.
Claude AI can now write and execute JavaScript, expanding its potential in real-time data processing.

Python just brushed past JavaScript to become the most popular programming language on GitHub - and key factor is that AI developers love it

Python is now the most popular programming language on GitHub, surpassing JavaScript, thanks to machine learning and generative AI.
While Python leads in overall activity, JavaScript still excels in code pushes.

Rise of Python, Generative AI, and Global Developer Communities: Insights from GitHub Octoverse 2024

Python has become the most popular programming language on GitHub, surpassing JavaScript, largely due to its applications in data science and machine learning.
Generative AI projects on GitHub saw a 59% increase in contributions, indicating a shift in how developers are integrating AI into software development.

Constraints are Good: Python's Metadata Dilemma

The effort to standardize Python's lockfile highlights its metadata complexity and the challenges in reaching a consensus among packaging tools.

Claude AI runs JavaScript, Python beats JavaScript on GitHub, & Node.js updates - This Week in JS | HackerNoon

Python has overtaken JavaScript on GitHub as the most popular programming language after a decade.
Claude AI can now write and execute JavaScript, expanding its potential in real-time data processing.

Python just brushed past JavaScript to become the most popular programming language on GitHub - and key factor is that AI developers love it

Python is now the most popular programming language on GitHub, surpassing JavaScript, thanks to machine learning and generative AI.
While Python leads in overall activity, JavaScript still excels in code pushes.

Rise of Python, Generative AI, and Global Developer Communities: Insights from GitHub Octoverse 2024

Python has become the most popular programming language on GitHub, surpassing JavaScript, largely due to its applications in data science and machine learning.
Generative AI projects on GitHub saw a 59% increase in contributions, indicating a shift in how developers are integrating AI into software development.

Constraints are Good: Python's Metadata Dilemma

The effort to standardize Python's lockfile highlights its metadata complexity and the challenges in reaching a consensus among packaging tools.
morejavascript
#docker

Building docker images with private python packages

Utilizing intermediate Docker images or deploy/access keys can safely install private Python packages without exposing sensitive SSH credentials.

Accessing Private Google Artifact Registry with Poetry: Local and Docker Setup | HackerNoon

Configure Google Cloud credentials within Docker for accessing private packages in the Google Artifact Registry during local development.

Building docker images with private python packages

Utilizing intermediate Docker images or deploy/access keys can safely install private Python packages without exposing sensitive SSH credentials.

Accessing Private Google Artifact Registry with Poetry: Local and Docker Setup | HackerNoon

Configure Google Cloud credentials within Docker for accessing private packages in the Google Artifact Registry during local development.
moredocker

AI-powered Image Generation API Service with FLUX, Python, and Diffusers: A Quick Guide | HackerNoon

Creating a custom FLUX server allows for flexible, cost-effective AI image generation using Python and a set of defined libraries.

Build a desktop Translator using Python & Tkinter

Developing a desktop translator app using Tkinter and Google Translate APIs enables seamless translation of text between different languages.

TLS Client: Hello >

PyPI now supports digital attestations for verifying links to source repositories, enhancing trust in package integrity.

Black Friday Python Deals 2024 - Mouse Vs Python

All Python books and courses on sale for 35% off until December 4th using code BF24.
Wide variety of topics available including new courses on Python Logging and JupyterLab. Supports both beginners and experienced Python users.
#octoverse

[November 2024] Python Monthly Newsletter | Zero To Mastery

CPython 3.13 introduces major performance improvements with new features, enhancing the efficiency of Python development.

Python News Roundup: November 2024 - Real Python

Python remains a leading programming language on GitHub, highlighting its importance in development frameworks across industries.
Community engagement among Python developers is fostering collaboration and accelerating new releases.

[November 2024] Python Monthly Newsletter | Zero To Mastery

CPython 3.13 introduces major performance improvements with new features, enhancing the efficiency of Python development.

Python News Roundup: November 2024 - Real Python

Python remains a leading programming language on GitHub, highlighting its importance in development frameworks across industries.
Community engagement among Python developers is fostering collaboration and accelerating new releases.
moreoctoverse

CSnakes: Embed Python code in .NET

CSnakes allows .NET developers to leverage Python libraries directly in their projects.

Running Cisco pyATS on Windows 11 Really Helped Me Brush Up My Python Fundamentals | HackerNoon

Network automation requires a functional lab setup with Linux, Python, and the pyATS framework.
#repl

Interacting With Python Quiz - Real Python

The quiz tests understanding of Python interactions through multiple environments, enhancing knowledge and skills.

Inspecting objects in Python

In Python, we can inspect an object's structure and data through the REPL using various built-in functions.

Interacting With Python Quiz - Real Python

The quiz tests understanding of Python interactions through multiple environments, enhancing knowledge and skills.

Inspecting objects in Python

In Python, we can inspect an object's structure and data through the REPL using various built-in functions.
morerepl
#interactive-quiz

Python Dictionary Comprehensions: How and When to Use Them Quiz - Real Python

Understanding dictionary comprehensions enhances Python programming skills.

Expression vs Statement in Python: What's the Difference? Quiz - Real Python

The quiz helps clarify differences between expressions and statements in Python.

Python Dictionary Comprehensions: How and When to Use Them Quiz - Real Python

Understanding dictionary comprehensions enhances Python programming skills.

Expression vs Statement in Python: What's the Difference? Quiz - Real Python

The quiz helps clarify differences between expressions and statements in Python.
moreinteractive-quiz

Python's pathlib module

Utilizing Python's pathlib module enhances file path management, making code more readable, maintainable, and cross-platform compatible.

Help power Python and join in the PSF year-end fundraiser & membership drive!

The PSF plays a crucial role in sustaining the Python programming language and community through various initiatives and support mechanisms.
#education

Python Knowledge Sharing Videos Online

Offering Python knowledge-sharing sessions online allows for broader access to valuable educational resources.

Namespaces and Scope in Python Quiz - Real Python

The quiz tests knowledge of Python namespaces and variable scope.

Python Knowledge Sharing Videos Online

Offering Python knowledge-sharing sessions online allows for broader access to valuable educational resources.

Namespaces and Scope in Python Quiz - Real Python

The quiz tests knowledge of Python namespaces and variable scope.
moreeducation

Basic Input and Output in Python Quiz - Real Python

The quiz helps gauge understanding of basic Python input/output functions and improves user experience.

And the #1 Python IDE is . . .

The article reviews key Python libraries, focusing on parallel processing, Flask 3.0, and popular ORM libraries for efficient web development.

We've moved to Hetzner write-up

The article highlights innovative tools for enhancing terminal workflows and API management in Python development.

ANN - The textual-cogs Package - Creating Reusable Dialogs for Textual - Mouse Vs Python

Textual-cogs enhances Textual applications with various user-friendly dialogs.
Developers can install using pip for improved interactivity.

Formatting Floats Inside Python F-Strings - Real Python

F-strings simplify string formatting in Python, offering a clear and concise way to embed expressions within strings.

Python Metaclasses in Eight Words

Metaclasses in Python allow for dynamic class creation and behavior modification, showcasing the unique relationship between types and classes.

Episode #227: New PEPs: Template Strings & External Wheel Hosting - The Real Python Podcast

The podcast explores recent Python updates including PEP 750 and PEP 759, emphasizing safety, flexibility, and user-friendliness enhancements in the language.
from Pybites
1 month ago

A Practical Example Of The Pipeline Pattern In Python - Pybites

The Chain of Command (Pipeline) pattern efficiently manages a sequence of data processing actions.
Functional composition in the code enables systematic chaining of parsing functions for HTML data extraction.

DuckDB in Action: A Review | HackerNoon

The book offers a comprehensive overview of DuckDB while providing both beginner and advanced SQL lessons.

How to Reset a pandas DataFrame Index - Real Python

Resetting a pandas DataFrame index is essential for maintaining data integrity and avoiding unexpected results.

The crudest CRUD of them all : the smallest CRUD possible in 150 lines of python

An effective prototype should minimize complexity, avoiding excessive controllers and views while maximizing data structure clarity.

PyCoder's Weekly | Issue #654

Temporal guarantees failure-free code execution, even amidst network challenges and system outages.
Guardrails Pro enhances AI security for MLOps by preventing data leaks and unsafe outputs.
PySheets represents a significant development in browser-based spreadsheet applications using Python.
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