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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
Guidance for a carrier-shifter
/r/djangolearning
https://redd.it/1gfjp3p
Django clean urls.py
https://kodare.net/2024/10/31/django-clean-urls.html
/r/django
https://redd.it/1gg8gsr
D Monthly Who's Hiring and Who wants to be Hired?
For Job Postings please use this template
>Hiring: [Location\], Salary:[\], [Remote | Relocation\], [Full Time | Contract | Part Time\] and [Brief overview, what you're looking for\]
For Those looking for jobs please use this template
>Want to be Hired: [Location\], Salary Expectation:[\], [Remote | Relocation\], [Full Time | Contract | Part Time\] Resume: [Link to resume\] and [Brief overview, what you're looking for\]
​
Please remember that this community is geared towards those with experience.
/r/MachineLearning
https://redd.it/1gg4bau
Improve TTFB
Hello,
I’m running into a response time issue with a Flask server in a test setup, and I’m hoping someone might have insights on how to tackle it. The server is set up to handle a pretty large data retrieval task—about 110MB, consisting of around 15,000 rows of complex JSON objects. Flask seems to handle the retrieval and processing reasonably well; it takes about 3 seconds to generate the JSON response. So far, so good.
The problem arises after the data is ready to be sent. I’m seeing a significant delay—around 6 additional seconds—between the endpoint finishing and the start of the response download. This delay feels unusually long, especially given the relatively quick processing time of the data retrieval itself. To troubleshoot, I measured the times directly in the endpoint method and looked at the Time to First Byte (TTFB) using Postman, which confirmed this lag.
I also tried enabling GZIP compression through Flask-Compress, hoping that reducing the response size might help speed things up. However, this didn’t have any effect; the response size stayed roughly the same, and the transmission time didn’t improve.
At this point, I’m not sure what else to try to minimize that 6-second delay. Does anyone have suggestions
/r/flask
https://redd.it/1gfu0fb
Deployed Django with Redis and Celery to AWS ECS using GithubAction
https://preview.redd.it/ty6v9fzurtxd1.png?width=1553&format=png&auto=webp&s=0e379df06d1d95edbcda627e40ac7b41913f8e5b
# ### AWS Deployment Steps
The deployment uses AWS ECS, Terraform, and GitHub Actions for CI/CD:
1. AWS Resources Setup:
An ECS Cluster is created using Terraform.
The Django, Celery worker, and Redis containers are deployed using ECS tasks.
A CloudWatch Log Group is configured to capture logs from the containers.
Network resources like VPC, subnets, security groups, and an Internet Gateway are created using Terraform.
2. GitHub Actions CI/CD:
The GitHub Actions workflow handles the build and deployment process.
Docker images are built and pushed to Amazon ECR.
Terraform manages the infrastructure as code for consistent deployments.
The public IP of the ECS service is retrieved and used to update Django's ALLOWED_HOSTS.
\-------------------------------------------------------------------------------------------
Set Up of All AWS Infra
the 4 files inside terrform working together
Redis and Django application are two separated container
And finally below is the digram for the entire deployement HLD, from github action to running as a Task in ECS
https://preview.redd.it/dkrn63wnvtxd1.png?width=2608&format=png&auto=webp&s=9ebb08d20448183a40d67ea230e4bb9689d45ccb
/r/django
https://redd.it/1gff0ly
D How do you structure your codebase and workflow for a new research project?
Suppose you have got a new idea about a solution to a problem in the domain you are working in. How do you go about implementing the thing from the ground up?
What is the general structure of the codebase you construct for your project?
How do you go about iteratively training and testing your solution until you arrive at a final solution where you can write a paper for publication?
Is there any design recipe you follow? Where did you learn it from?
/r/MachineLearning
https://redd.it/1gffm46
Package for encrypting SQLite DB
Hi guys...... I working on a python + Qt application using sqlite database and would like to encrypt this database file
I've seen pysqlcipher and sqlcipher but all these I'm having issues installing the package its failing to buld even after installing c++ build tools and windows SDK still failing to build the package
any other module that works similar to sqlcipher that works well with peewee ORM as well
/r/Python
https://redd.it/1gfj3cg
Is it worth it to take Coursera course?
Did someone take the course
Programming for Everybody (Getting Started with Python) by University of Michigan?
Or what sources would you recommend for someone who doesn't particularly like Python however understands it's necessary to learn it? There are also some courses on Udemy, but I personally like Coursera better
Thanks!
/r/Python
https://redd.it/1gfhfij
Simple GUI directory contents extraction for chatbot submission
* **What My Project Does :**
A simple GUI tool that extracts a given directory structure and the contents of all its files then prints everything in an organized textbox + in an optional .txt file.
I made it to lazily submit entire projects to ChatGPT and let it "understand" their structure quickly.
* **Target Audience**
Anyone using chatgpt (or any llm chatbot) for writing or debugging code
* **Comparison**
There are probably better lightweight alternatives that I don't know about but this might be an easy to use alternative
Link to the project :
[https://github.com/SeidSmatti/iziSajra](https://github.com/SeidSmatti/iziSajra)
/r/Python
https://redd.it/1gey27a
form don't get image input
[screenshot error](https://preview.redd.it/zs5mkuckfpxd1.png?width=335&format=png&auto=webp&s=4d18a733335ce6721b806ee157fcfadf8d45a024)
i make item add logic with CreateView class for user foreignkey user relation but when i give image input it does take image input and show (this field is required). i already give image input, again showing same error. i already write MEDIA\_URL and other media settings
class ItemCreateView(CreateView):
model = Item
fields = ['name','desp','price','image']
template_name = 'add.html'
success_url = reverse_lazy('home')
def form_valid(self, form):
form.instance.user = self.request.user
return super().form_valid(form)
/r/django
https://redd.it/1gevx6d
R "How to train your VAE" substantially improves the reported results for standard VAE models (ICIP 2024)
https://preview.redd.it/b1dmh67uroxd1.png?width=1025&format=png&auto=webp&s=3d42a65e2c0a946aa307f01886aebedfc4b88b8e
The proposed method redefines the Evidence Lower Bound (ELBO) with a mixture of Gaussians for the posterior probability, introduces a regularization term to prevent variance collapse, and employs a PatchGAN discriminator to enhance texture realism. The main contribution in this work is an ELBO that reduces the collapse of the posterior towards the anterior (observed as the generation of very similar, blurry images)
https://arxiv.org/abs/2309.13160
https://github.com/marianorivera/How2TrainUrVAE
/r/MachineLearning
https://redd.it/1get08n
Do django developers need to learn frontend?
Is learning javascript and react necessary to get a remote job as a django developer?
/r/django
https://redd.it/1geoexd
2025 DSF Board Candidates
https://www.djangoproject.com/weblog/2024/oct/28/2025-dsf-board-candidates/
/r/django
https://redd.it/1gekif5
Comment section like reddit multi-threaded
I am facing difficulties creating multi threaded comment section like reddit in django . It just keep moving to the left like a slanted line . Please refer me some repo or module or any Github link or video
If you have any idea , what could be possible reason just tell me every possible chances.
/r/django
https://redd.it/1ge6o4b
Alternative to async/await without async/await for HTTP
asyncio is a great addition to our Python interpreters, and allowed us to exploit a single core full capabilities by never waiting needlessly for I/O.
This major feature came in the early days of Python 3, which was there to make for response latencies reaching a HTTP/1 server.
It is now possible to get the same performance as asyncio without asyncio, thanks to HTTP/2 onward. Thanks to a little thing called multiplexing.
While you may find HTTP/2 libraries out there, none of them allows you to actually leverage its perks.
The script executed in both context tries to fetch 65 times httpbingo.org/delay/1 (it should return a response after exactly ~1s)
sync+Niquests+http2
This process has 1 connection open
This program took 1.5053866039961576 second(s)
We retrieved 65 responses
This process has 65 connection open
This program took 1.510358243016526 second(s)
We retrieved 65 responses
session.get("...") won't be eagerly loaded.
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/1gg1913
Is anyone using Whitenoise with CloudFront in 2024?
So, I recently built a web app using just good old fullstack Django and I'm serving my assets locally with Whitenoise. When I moved to production, I configured CloudFront according to the Whitenoise docs (https://whitenoise.readthedocs.io/en/stable/django.html#use-a-content-delivery-network), but apparently these docs are very out of date (there's this issue from 2020 commenting on this https://github.com/evansd/whitenoise/issues/264) and I have been facing some weird bugs. All assets served by cloudfront are just 301 redirects, so each asset file is being served twice, apparently. Not only that, there's also a weird CORS error with a font I'm serving locally, without any other external CDNs.
Has anyone had any success using cloudfront to serve assets together with whitenoise? Does this setup even make sense anymore now that cloudfront is able to compress with both gzip and brotli?
/r/django
https://redd.it/1gg2wv8
D I’m an ML/programming educator - I was invited as ceo of codesmith to Berlin Global Dialogue (tech/AI insider conference) - see what they said behind closed doors - AMA
Edit (5pm PT): Thanks so much all for really great questions - I'm going to pause now but will take a look over next 24 hours and try to answer any more questions. V grateful for chance to do this and to others who helped answer some of the Qs too from their perspective (shoutout u/Rebeleleven)
\--
I recently had the opportunity to attend the Berlin Global Dialogue, which has been likened to Davos but with a stronger focus on technology and AI . The lineup was impressive: Hermann Hauser, the founder of ARM, executives from OpenAI and ASML, and a mix of founders from emerging startups tackling everything from quantum ML to supply chain optimization. Even leaders like President Macron and the German Vice Chancellor were there, engaging with critical tech issues that impact us all.
As the CEO of Codesmith – a small, independent tech school with a data science and machine learning research group (last year we contributed to TensorFlow) – I was invited to announce our latest endeavor: Codesmith’s AI & ML Technical Leadership Program.
I shared this experience in an AMA on r/technology and had a great conversation—but the depth of questions around ML/AI didn’t quite match
/r/MachineLearning
https://redd.it/1gfv37y
Best gui for local client app?
I'm writing an application which is local. No server. I'm using python and I'm wanting to know people's opinions on the best gui to use.
So far I've used tkinter but it feels clunky and heavy, like it's from the early 2000s.
Can anyone recommend something better for modern looking stuff? Maybe I'm using tkinter wrong?
Any advice would be appreciated.
/r/Python
https://redd.it/1gfopgm
D Does anyone here work in healthcare?
I'm curious about the cool things people around the world are doing related to data in this area of work att
/r/MachineLearning
https://redd.it/1gfjngd
Little issue with the flask app I have deployed on DigitalOcean
guys i am using flask Sqlalchemy and flask migrate in my flask app , I have deployed the app on digitalocean(i have made a repo on github and it accesses it from there) and in the console i do flask db init , migrate and update. But like if I make some changes in the code(on github) and upload it again(on digital ocean) then the data in the database of the previous version is lost
what should i do here
/r/flask
https://redd.it/1gfnrdu
Let's use Pydantic, new kid on the block with Flask, shall we?
https://flask-india.hashnode.dev/using-flask-with-pydantic-new-bffs
/r/flask
https://redd.it/1gffi1w
PyBay 2024 conference talk videos are now online!
You can view all the PyBay 2024 (the San Francisco Bay Area Python conference) talks here: https://www.youtube.com/playlist?list=PL85KuAjbNgvx5bBgLVcKfccnlZAVPMk
As a reminder, https://pyvideo.org is a large index of Python-related conference talks from many regional PyCons.
/r/Python
https://redd.it/1gexoow
Wednesday Daily Thread: Beginner questions
# Weekly Thread: Beginner Questions 🐍
Welcome to our Beginner Questions thread! Whether you're new to Python or just looking to clarify some basics, this is the thread for you.
## How it Works:
1. Ask Anything: Feel free to ask any Python-related question. There are no bad questions here!
2. Community Support: Get answers and advice from the community.
3. Resource Sharing: Discover tutorials, articles, and beginner-friendly resources.
## Guidelines:
This thread is specifically for beginner questions. For more advanced queries, check out our [Advanced Questions Thread](#advanced-questions-thread-link).
## Recommended Resources:
If you don't receive a response, consider exploring r/LearnPython or join the Python Discord Server for quicker assistance.
## Example Questions:
1. What is the difference between a list and a tuple?
2. How do I read a CSV file in Python?
3. What are Python decorators and how do I use them?
4. How do I install a Python package using pip?
5. What is a virtual environment and why should I use one?
Let's help each other learn Python! 🌟
/r/Python
https://redd.it/1gf9e74
FastStream: a powerful and easy-to-use library for building services with event streams
**FastStream** (https://github.com/airtai/faststream) simplifies the process of writing producers and consumers for message queues, handling all the parsing, networking and documentation generation automatically. It is a new package based on the ideas and experiences gained from **FastKafka** and **Propan**. By joining our forces, we picked up the best from both packages and created a unified way to write services capable of processing streamed data regardless of the underlying protocol. We'll continue to maintain both packages, but new development will be in this project.
Making streaming microservices has never been easier. Designed with junior developers in mind, **FastStream** simplifies your work while keeping the door open for more advanced use cases. Here's a look at the core features that make **FastStream** a go-to framework for modern, data-centric microservices.
Multiple Brokers: FastStream provides a unified API to work across multiple message brokers ([Apache Kafka](https://kafka.apache.org/), [RabbitMQ](https://www.rabbitmq.com/), [NATS](https://nats.io/) and [Redis](https://redis.io/))
**Pydantic Validation**: Leverage **Pydantic's** validation capabilities to serialize and validate incoming messages
[Automatic Docs](https://faststream.airt.ai/latest/getting-started/asyncapi/export/): Stay ahead with automatic [AsyncAPI](https://www.asyncapi.com/) documentation
Intuitive: Full-typed editor support makes your development experience smooth, catching errors before they reach runtime
[Powerful Dependency Injection System](https://faststream.airt.ai/latest/getting-started/dependencies/): Manage your service dependencies efficiently with FastStream's built-in DI system
**Testable**: Supports in-memory tests, making your CI/CD
/r/Python
https://redd.it/1gewobs
Python pipeline flow visual scripting, auto-convert functions to nodes for fast, tweakable demos
I’m making a Python pipeline flow orchestration tool, a ML visual nodes system. It can automatically discover your functions as pipeline nodes. It can fast demo your python program for customers to tweak and expand. Visually pick input files, tune parameters, and preview any image input/output all in the friendly UI!
What My Project Does
Automatically discover python functions as nodes with parameters typing
Save/load pipeline as json and switch between pipelines quickly
Export the pipeline graph as Python code
Publish and install community node packages easily
GitHub: https://github.com/oozzy77/nozyio
Target Audience
Perfect for AI/ML engineers and designers to collaborate, turning ML components into UI nodes for easy tweaking. It's kinda like gradio but with modular and reusable interface blocks
Installation
In you python project, pip install nozyio then nozyio in your terminal and it will start the web UI.
Pypi: https://pypi.org/project/nozyio/
🎥video demo: https://www.youtube.com/watch?v=-bL3AcAufd8
I’m planning on porting some popular ML frameworks like huggingface’s transformers and diffusers into the node system so you can build AI generation pipelines visually. If you are interested in collaborating ✨, please do not hesitate to DM me!! Or email me at nozyio.hello@gmail.com
Comparison
This idea is inspired by ComfyUI but for more generic python scripting, not too much bounded with aigc models.
Thank you!
/r/Python
https://redd.it/1geuljm
Copilot hallucinations wanted!
I am preparing a small introduction to github copilot for python for my students of a first year programming course. Of course, with this, there should also be a section on pitfalls. Are there any issues or hallucinations that you have encountered using github copilot?
For now the students have seen just the basics: looping (for and while), if-elif-else, string-methods, lists and user defined methods.
If you know any examples including any of these it would be very nice. Otherwise, examples from basic mathematical analysis, physics, chemistry or biology would also be nice.
I am already planning to make the fibonnaci sequence which it does recursively (very bad runtime).
/r/Python
https://redd.it/1gee1hx
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/1geh79w
I made a reactive programming library for Python
Hey all!
I recently published a reactive programming library called `signified`.
You can find it here:
* Source - https://github.com/dougmercer/signified/
* Docs - https://dougmercer.github.io/signified/
* PyPI - https://pypi.org/project/signified/
# What my project does
## What is reactive programming?
Good question!
The short answer is that it's a programming paradigm that focuses on reacting to change. When a reactive object changes, it notifies any objects observing it, which gives those objects the chance to update (which could in turn lead to them changing and notifying their observers...)
## Can I see some examples?
Sure!
### Example 1
from signified import Signal
a = Signal(3)
b = Signal(4)
c = (a ** 2 + b ** 2) ** 0.5
print(c) # <5>
a.value = 5
b.value = 12
print(c) # <13>
Here, `a` and `b` are Signals, which are reactive containers for values.
In `signified`, reactive values like Signals overload a lot of Python operators to make it easier to make reactive expressions using the operators you're already familiar with. Here, `c` is a reactive expression that is the solution to the pythagorean theorem (`a **
/r/Python
https://redd.it/1gealvf
Dash app : is there a way to store data input by the user ?
i want to make an app where the user types in data manually then these data is plotted (SPC chart, actual data point , avg, USL, LSL etc...) .
As for now i don't know how the Dash app would handle data input ? it looks like Dash provide input component but how would i link this with database for persistent storage ,, ?
Thanks
/r/flask
https://redd.it/1ge3ey4