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Daily Python News Question, Tips and Tricks, Best Practices on Python Programming Language Find more reddit channels over at @r_channels
Free University Course: Python
Want a Python course for FREE? 🐍 Here are 5 elite university courses you can start today:
- Harvard’s CS50 Python
- MIT’s Intro to CS with Python
- Stanford’s Programming Methodology
- Michigan’s Python for Everybody
- CMU’s Principles of Computation
/r/Python
https://redd.it/1lflhjk
Django Email
What Email Service Provider do you use for your Django Apps?
Any noticeable pros/cons with using them?
/r/django
https://redd.it/1lfk4xe
P I built a self-hosted Databricks
Hey everone, I'm an ML Engineer who spearheaded the adoption of Databricks at work. I love the agency it affords me because I can own projects end-to-end and do everything in one place.
However, I am sick of the infra overhead and bells and whistles. Now, I am not in a massive org, but there aren't actually that many massive orgs... So many problems can be solved with a simple data pipeline and basic model (e.g. XGBoost.) Not only is there technical overhead, but systems and process overhead; bureaucracy and red-tap significantly slow delivery.
Anyway, I decided to try and address this myself by developing FlintML. Basically, Polars, Delta Lake, unified catalog, Aim experiment tracking, notebook IDE and orchestration (still working on this) fully spun up with Docker Compose.
I'm hoping to get some feedback from this subreddit. I've spent a couple of months developing this and want to know whether I would be wasting time by contuining or if this might actually be useful.
Thanks heaps
/r/MachineLearning
https://redd.it/1lfbq3m
Modelling Vasculature through BARWs
Hey guys, I need some advice about modelling branching and annihilation random walks (BARWs) in python. I use VS Code for my coding and I'm just a beginner at python. How do people usually model random walks and what are some parameters that people include? Also, there's a lot of math related to branching, growth and termination. How do people usually add ordinary differential equations as boundary conditions and such on python ?
/r/Python
https://redd.it/1lf4djo
What Python GUI Lib do you like the most?
Do you like...
Tkinter
CustomTkinter
Kivy
Dear PyGUI
PySide/PyQT6
Toga
Edifice
WinUp (Probably haven't heard of it but check it out it's really cool find it **Here**)
Please explain why and which feature you like and dislike!
/r/Python
https://redd.it/1lffudq
Thursday Daily Thread: Python Careers, Courses, and Furthering Education!
# Weekly Thread: Professional Use, Jobs, and Education 🏢
Welcome to this week's discussion on Python in the professional world! This is your spot to talk about job hunting, career growth, and educational resources in Python. Please note, this thread is not for recruitment.
---
## How it Works:
1. Career Talk: Discuss using Python in your job, or the job market for Python roles.
2. Education Q&A: Ask or answer questions about Python courses, certifications, and educational resources.
3. Workplace Chat: Share your experiences, challenges, or success stories about using Python professionally.
---
## Guidelines:
- This thread is not for recruitment. For job postings, please see r/PythonJobs or the recruitment thread in the sidebar.
- Keep discussions relevant to Python in the professional and educational context.
---
## Example Topics:
1. Career Paths: What kinds of roles are out there for Python developers?
2. Certifications: Are Python certifications worth it?
3. Course Recommendations: Any good advanced Python courses to recommend?
4. Workplace Tools: What Python libraries are indispensable in your professional work?
5. Interview Tips: What types of Python questions are commonly asked in interviews?
---
Let's help each other grow in our careers and education. Happy discussing! 🌟
/r/Python
https://redd.it/1lewl21
D Time Series Forecasting with Less Data ?
Hey everyone, I am trying to do a time series sales forecasting of ice-cream sales but I have very less data only of around few months... So in order to get best results out of it, What might be the best approach for time series forecasting ? I've tried several approach like ARMA, SARIMA and so on but the results I got are pretty bad ...as I am new to time series. Can anyone experienced in this give suggestions ? Thank you 🙏
/r/MachineLearning
https://redd.it/1lf72cl
Modular apps with Django
Hello all.
I’ve been working for a while with Ruby and Rails.
I will likely work as the only developer on a new project. Since there are few Rubyists were I am, I’m considering Python with Django.
So far, I’ve never really used Django, I read the docs when Django was in version 1.8.
It’s important for me to have a modular architecture with a structure like this:
- module/controllers
- module/templates
- module/models
Possibility the module part could have subdirectories.
I tend to put validation logic in form classes and will consider putting custom SQL queries outside of the model in a queries subdirectory.
When I work on an app, TDD is a requirement, is there an equivalent to Ruby’s RSpec and it’s Selenium counterpart Capybara?
If anyone has good examples of a well structured codebase that is being open source… it would be a welcome contribution.
/r/django
https://redd.it/1leat30
opentemplate - FOSS Python template focused on developer experience, security and SOTA tooling
## What the project does?
opentemplate (https://github.com/open-nudge/opentemplate) is an easy to use, yet comprehensive Python template (single click and single command is more or less all that is needed, use as a GitHub template).
Some features (see the repo for more):
- Truly open source: no tokens, no fees, no premium plans
- Easy: clone templated repo, run pdm setup
- SOTA: best checkers for Python, YAML, Markdown, prose and more
- Secure: SLSA Level 3, SBOMs, attestations and more
- Consistent: all pipelines defined by pyproject.toml
## Target audience
Anyone creating Python projects, tested intensively (including pipelines), especially for a template repository, initial release, but likely mature enough for production
## Comparison
Detailed section provided in the docs (here: https://open-nudge.github.io/opentemplate/latest/template/about/comparison/), but briefly:
- Python-first
- Focused mainly on developer experience
- GitHub only (no external platforms necessary)
- No paid tiers, fully free (some security features are blocked for private repositories, but that is on the GitHub's side and probably for a longer post)
## Final thoughts
Happy to hear feedback and if you find it useful/interesting feel free to share/star, thank you in advance.
PS. Might be slow to respond due to poor internet connection today :(
/r/Python
https://redd.it/1lelh8a
Datastar
We now also have https://data-star.dev/ a Alpine + HTMX in one.
https://www.youtube.com/watch?v=u4\_rNG--QMc
/r/django
https://redd.it/1lel9m0
My open source project gets 1100+ monthly downloads
https://github.com/ivanrj7j/Font
This is a project that i did because of my frustrations with opencv
opencv does not provide you a solution for rendering custom fonts in their image, and i was kind of pissed and looked for libraries online and found one, but that library had some issues, so i created my own.
about the library:The Font library is designed to solve the problem of rendering text with custom TrueType fonts in OpenCV applications. OpenCV, a popular computer vision library, does not natively support the use of TrueType fonts, which can be a limitation for many projects that require advanced text rendering capabilities.This library provides a simple and efficient solution to this problem by allowing developers to use custom fonts in their OpenCV projects. It abstracts away the low-level details of font rendering, providing a clean and intuitive API for text rendering.
now when i look into stats, i am seeing almost 1100+ downloads which made me very proud
thats all rant over
/r/Python
https://redd.it/1leazx1
I wish all vibe coders used Django...
Batteries included frameworks like Django are massively underrated for indie founders with limited coding knowledge because ... SOMEONE ELSE already solved their security, auth, design patterns etc for them.
I've found it so easy to spin up a new Django project with Cursor, and just get all the basic stuff done before I get to work.
Whereas I've just taken over a 'vibe coded' next.js application from another agency that has no security at all anywhere and I was able to just curl the api endpoints and extract everything.
Not even one of those 'API key in public' situations... just no auth at all...
We need to be louder as a community about the wonderful benefits of starting a project in Django. When I was new to web coding Django saved me as a n00b dev all those years ago by handling that stuff and having easy ways to do it.
It seems that it can also save the AI...
/r/django
https://redd.it/1le6vl0
Tuesday Daily Thread: Advanced questions
# Weekly Wednesday Thread: Advanced Questions 🐍
Dive deep into Python with our Advanced Questions thread! This space is reserved for questions about more advanced Python topics, frameworks, and best practices.
## How it Works:
1. **Ask Away**: Post your advanced Python questions here.
2. **Expert Insights**: Get answers from experienced developers.
3. **Resource Pool**: Share or discover tutorials, articles, and tips.
## Guidelines:
* This thread is for **advanced questions only**. Beginner questions are welcome in our [Daily Beginner Thread](#daily-beginner-thread-link) every Thursday.
* Questions that are not advanced may be removed and redirected to the appropriate thread.
## Recommended Resources:
* If you don't receive a response, consider exploring r/LearnPython or join the [Python Discord Server](https://discord.gg/python) for quicker assistance.
## Example Questions:
1. **How can you implement a custom memory allocator in Python?**
2. **What are the best practices for optimizing Cython code for heavy numerical computations?**
3. **How do you set up a multi-threaded architecture using Python's Global Interpreter Lock (GIL)?**
4. **Can you explain the intricacies of metaclasses and how they influence object-oriented design in Python?**
5. **How would you go about implementing a distributed task queue using Celery and RabbitMQ?**
6. **What are some advanced use-cases for Python's decorators?**
7. **How can you achieve real-time data streaming in Python with WebSockets?**
8. **What are the
/r/Python
https://redd.it/1ld8te6
Best way to minify HTML/CSS/JS in a Django + Tailwind project?
I'm working on a Django project with TailwindCSS (using django-tailwind) and looking for the best way to minify my static files (HTML, CSS, and JS) for production.
I initially tried writing a middleware that uses regular expressions to minify HTML responses (removing whitespace/comments), but then realized this might actually slow down the site instead of improving performance, especially under high traffic.
I also looked into some libraries like django-minify-html, but they also rely on middleware, so I’m concerned about runtime overhead.
Then I thought — maybe I could hook into the build process. Like, when I run:
\- python manage.py tailwind build
\- python manage.py collectstatic
…maybe there’s a way to minify things at that point. But I'm not sure how to do that or what the right approach is.
What's the recommended way to minify static files in a Django + Tailwind project?
ps. Used ChatGPT
/r/django
https://redd.it/1le10ev
DSF member of the month - Elena Williams
https://www.djangoproject.com/weblog/2025/jun/17/dsf-member-of-the-month-elena-williams/
/r/django
https://redd.it/1ldsypt
Build a search engine using Django
I build a search engine using Django and deployed yesterday. My platform vastvids is the only url that’s been added to be scraped so only results from it pop up. I was wondering if you guys could check it out and add your sites to be indexed as well.
URL:
vastwebscraper
/r/django
https://redd.it/1lf7i3j
Friday Daily Thread: r/Python Meta and Free-Talk Fridays
# Weekly Thread: Meta Discussions and Free Talk Friday 🎙️
Welcome to Free Talk Friday on /r/Python! This is the place to discuss the r/Python community (meta discussions), Python news, projects, or anything else Python-related!
## How it Works:
1. Open Mic: Share your thoughts, questions, or anything you'd like related to Python or the community.
2. Community Pulse: Discuss what you feel is working well or what could be improved in the /r/python community.
3. News & Updates: Keep up-to-date with the latest in Python and share any news you find interesting.
## Guidelines:
All topics should be related to Python or the /r/python community.
Be respectful and follow Reddit's Code of Conduct.
## Example Topics:
1. New Python Release: What do you think about the new features in Python 3.11?
2. Community Events: Any Python meetups or webinars coming up?
3. Learning Resources: Found a great Python tutorial? Share it here!
4. Job Market: How has Python impacted your career?
5. Hot Takes: Got a controversial Python opinion? Let's hear it!
6. Community Ideas: Something you'd like to see us do? tell us.
Let's keep the conversation going. Happy discussing! 🌟
/r/Python
https://redd.it/1lfpxzq
Early publish: django-bootyprint
Hey,
this is an early release.
I discovered this week that weasyprint (pdf generation) is capable of flex display. I have a lot of table based layouts for weasyprint, and i thought about a "weasyprint bootstrap" for a long time.
So while i got some spare time this week, i worte BootyPrint a sass css framework for weasyprint that has bootstrap in mind.
Here comes django into play - as a companion, i published django-bootyprint, which is nothing more as a weasyprint renderer with the current version of BootyPrint.
This project will grow in the next days, i'm planning to add simple font loading, as is use this package for my fantasy rpg book creation: https://public.phasesix.org/media/rulebookpdf/bookpdfenlHaGBdw.pdf
Any hint what a pdf rendering library for django could do to make our lifes easier is appreciated!
/r/django
https://redd.it/1lfmnfh
Flask + Metronic Tailwind Integration Guide
Hi,
I have created a guide for integrating Keenthemes Metronic v9 Tailwind templates with Flask.
With working code examples, a complete project structure you can use.
Check it out: https://keenthemes.com/metronic/tailwind/docs/getting-started/integration/flask
Get the code: https://github.com/keenthemes/metronic-tailwind-html-integration
Also working on Django, Symfony, and Laravel versions. Let me know if there is a specific framework integration you'd love to see next.
/r/flask
https://redd.it/1lf47ln
Design Patterns You Should Unlearn in Python-Part1
Blog Post, no paywall:
Design Patterns You Should Unlearn in Python-Part1
When I first learned Python, I thought mastering design patterns was the key to writing “professional” code.
So I did the approach many others do: searched “design patterns in Python” and followed every Gang of Four tutorial I could find. Singleton? Got it. Builder? Sure. I mimicked all the class diagrams, stacked up abstractions, and felt like I was writing serious code.
Spoiler: I wasn’t.
The truth is, many of these patterns were invented to patch over limitations in languages like Java and C++. Python simply doesn’t have those problems — and trying to force these patterns into Python leads to overengineered, harder-to-read code.
I wrote this post because I kept seeing tutorial after tutorial teaching people the way to “implement design patterns in Python” — and getting it completely wrong. These guides don’t just miss the point — they often actively encourage bad practices that make Python code worse, not better.
This post is Part 1 of a series on design patterns you should unlearn as a Python developer. We’re starting with Singleton and Builder — two patterns that are especially misused.
And no, I won’t just tell you “use a module” or “use default arguments”
/r/Python
https://redd.it/1lfcmky
Django + Metronic Tailwind Integration Guide
Hi,
Just dropped a guide for integrating Keenthemes Metronic v9 Tailwind templates with Django.
Sidebar layout + Header layout with full implementations.
The guide: https://keenthemes.com/metronic/tailwind/docs/getting-started/integration/django
Get the code: https://github.com/keenthemes/metronic-tailwind-html-integration
Also working on Flask, Symfony, and Laravel versions. Let me know if there is a specific framework integration you'd love to see next.
/r/django
https://redd.it/1lf4c16
Can you suggest me good django books?
I like reading documentation but i am on work most of the time, it s not good for me. I read last time django for apis, it was good. I am looking good books so i can downland pdf epub my phone so i can study in work.
/r/django
https://redd.it/1lf5h4t
Best YouTube Project-Based Tutorials for Django + DRF + React Full-Stack Apps?
Hey everyone,
I'm currently learning Django and really enjoying it. Now I want to level up by learning Django REST Framework (DRF) and how to connect a Django backend with a React frontend.
I learn best by doing, so I'm looking for solid project-based tutorials on YouTube that walk through building a full-stack app using Django + DRF on the backend and React on the frontend.
If you’ve come across any great resources or playlists that helped you, I’d love to hear about them. Thanks in advance!
/r/djangolearning
https://redd.it/1legcqf
Fabulor: An automated story teller for language learning
https://github.com/biagiodistefano/fabulor
/r/django
https://redd.it/1lehjaw
I built a free self-hosted application for effortless video transcription and translation
Hey everyone,
I wanted to share Txtify, a project I've been working on. It's a free, open-source web application that transcribes and translates audio and video using AI models.
GitHub Repository: https://github.com/lkmeta/txtify
Online Demo: Try the online simulation demo at Txtify Website.
What My Project Does
Effortless Transcription and Translation: Converts audio and video files into text using advanced AI models like Whisper from Hugging Face.
Multi-Language Support: Transcribe and translate in over 30 languages.
Multiple Output Formats: Export results in formats such as .txt, .pdf, .srt, .vtt, and .sbv.
Docker Containerization: Now containerized with Docker for easy deployment and monitoring.
Target Audience
Translators and Transcriptionists: Simplify your workflow with accurate transcriptions and translations.
Developers: Integrate Txtify into your projects or contribute to its development.
Content Creators: Easily generate transcripts and subtitles for your media to enhance accessibility.
Researchers: Efficiently process large datasets of audio or video files for analysis.
Comparison
Txtify vs. Other Transcription Services
High-Accuracy Transcriptions: Utilizes Whisper for state-of-the-art transcription accuracy.
Open-Source and Self-Hostable: Unlike many services that require subscriptions or have limitations, Txtify is FREE to use and modify.
Full Control Over Data: Host it yourself to ensure privacy and security of your data.
Easy Deployment with Docker: Deploy easily on any platform without dependency headaches.
Feedback Welcome
Hope you find Txtify useful! I'd love to
/r/Python
https://redd.it/1lebqvx
Django tip Alert Components With Django Cotton
/r/django
https://redd.it/1leg6cn
Django Channels
Hi so i need to implement notifications in my application and I have a few questions about Django channel layer(COuld really use some help here):
1. Does every consumer instance get its own channel layer name ? ( lets say i have 2 websocket URLs mapped to 2 consumers , and every client establishes a connection to both these consumers via the url router )
2. Is the channel layer name uniquely generated only for that specific connection ? and therefore might be different if the same consumer spins up another instance of itself for a connection ?
3. How do i store and access these channel layer names for each user when i need to add them to a group or something . Do i just store them in a database for the duration of the connection and get rid of them after ?
/r/djangolearning
https://redd.it/1lak7cu
Need Help Deploying Django App with Database
Hey everyone,
I'm trying to deploy my Django application, and I'm stuck when it comes to deploying it along with the database (sqlite). I’ve developed everything locally and it's working fine, but I’m confused about how to properly set up the production database (sqlite). I have explored various options like AWS , render but I'm stuck . Also I want it with custom domain.
/r/django
https://redd.it/1ldr31p
Need help with Django Authentication and User Modules
Hi everyone,
Found this sub and figured it's worth a shot. Is anyone willing to spare an hour or two of their time and help me properly set up the authentication and user profiles for a project I'm working on?
I've done some work on it, but the tokens don't seem to be working correctly, and it would be amazing if someone who knows and has worked with both could have a look and walk me through it.
Any input would be so so so appreciated!
/r/djangolearning
https://redd.it/1lctrb3
What front end frameworks should you learn as a Full Stack Developer?
Do Django full stack developers need to pick a specific front-end framework to stay competitive in the job market?
https://youtu.be/LKhR9KS8eVQ
In this short clip, taken from my recent LinkedIn Live session I answered a common question from developers: “Will choosing one front-end framework give me an edge when job hunting?”
🔍 I talked about what hiring trends are actually showing — While there’s no single “must-know” tool, some front-end technologies are clearly leading the pack.
💡 Based on what I’ve seen in job specs and industry chatter, here are the frameworks worth paying attention to right now:
TypeScript – showing up most frequently in job ads
React – still a dominant choice across the board
Vue.js – strong third place, especially in smaller teams
HTMX – a rising star, particularly popular in the Django world
I also share insights from DjangoCon US, where HTMX generated a lot of buzz, both on stage and in hallway conversations.What Front End frameworks should you learn as a Full Stack Developer
/r/django
https://redd.it/1ldjpqu