Python

07 September 2026 10:54

pyproject.toml's purpose is to be a one-stop shop for configuration of your project. The idea is that tools look up their configuration in the pyprojecd.toml first instead of reading their own configuration file in the root directory. It's not an issue if those tools have their configuration in pyproject.toml but the intended goal.

Python

07 September 2026 10:20

i am asking by this, see i means to say or ask whoever use this before in reality production will it ok or not this is what i am worried from real devs

if anyone who used alembic in his project can give me some advice what to use in reality,

Python

07 September 2026 10:18

👋 Hi everyone! I’m currently trying to integrate Alembic into my Python application so that I’m prepared for database migrations later, even though I don’t think my app needs migrations immediately.

So see as i read the docs and some article about alembic i found they say i need to use install alembic, then

alembic init alembic -> this make a alembic/ folder and a alembic.ini file in the top level directory right?.
Now see what i am confused as the docs also say this use the default 'generic', but i should to use modern, pyproject.toml approach, like
alembic init --template pyproject ./script ->But see i found when i do run this pyproject my own uv's pyproject.toml file got updated with the new data in the same existing file,

cat pyproject.toml ->
[project]
name = "send-email-with-flask"
version = "0.1.0"
description = "Add your description here"
readme = "README.md"
requires-python = ">=3.14.1"
dependencies = [
    "alembic==1.19.2",
    "sqlmodel>=0.0.39",...
]

[tool.alembic]

# path to migration scripts.
# this is typically a...
# format, relative to ...
# ini file
script_location = "%(here)s/script"
...

Python

06 September 2026 18:04

Password is more about DTO, not domain model

Python

06 September 2026 16:10

So where you need password? Only when you changing/registration/logging in, right?
You just get somehow password hash from your DB and checks if hashed form.password.data is equals to hash from DB

> in UserDOmain i will not keep the value of hashed_password, else i will keep, has_password -> bool
Why you need this? If user exists he probably has a password, otherwise you can generate tokens for every account if you have some non-password registration (like with integrations)

Python

06 September 2026 03:11

Hands-On Machine Learning with Scikit-Learn and PyTorch
Aurélien Géron
Synopsis
The potential of machine learning today is extraordinary, yet many aspiring developers and tech professionals find themselves daunted by its complexity. Whether you're looking to enhance your skill set and apply machine learning to real-world projects or are simply curious about how AI systems function, this book is your jumping-off place.
With an approachable yet deeply informative style, author Aurélien Géron delivers the ultimate introductory guide to machine learning and deep learning. Drawing on the Hugging Face ecosystem, with a focus on clear explanations and real-world examples, the book takes you through cutting-edge tools like Scikit-Learn and PyTorch—from basic regression techniques to advanced neural networks. Whether you're a student, professional, or hobbyist, you'll gain the skills to build intelligent systems. Understand ML basics, including concepts like overfitting and hyperparameter tuning
Complete an end-to-end ML project using scikit-Learn, covering everything from data exploration to model evaluation
Learn techniques for unsupervised learning, such as clustering and anomaly detection
Build advanced architectures like transformers and diffusion models with PyTorch
Harness the power of pretrained models—including LLMs—and learn to fine-tune them
Train autonomous agents using reinforcement learning

Python

05 September 2026 21:19

Yes? Your code - your laws (until it's not on public)

Python

05 September 2026 21:18

And a quick question is can I make my own changes to see how it works?

Python

05 September 2026 21:16

About your weather app

https://openweathermap.org/api/one-call-4?collection=one_call_api

https://github.com/aiogram/aiogram/blob/dev-3.x/examples/echo_bot.py

Python

05 September 2026 21:12

Keep in mind you can do everything with any turing-complete language

Python

05 September 2026 21:11

you can make telegram bot with like only vba script idk

Python

05 September 2026 21:10

Wait I can build telegram bot with only python?!

Python

05 September 2026 21:09

I don't think that's ML theme, but that's trivial, yeah. You can add here, like, telegram bot and tada you have telegram bot with weather command and cool ui because telegram

Documentation is always allowed remember that

Python

05 September 2026 21:07

Nice imma check them if its free

Python

05 September 2026 21:05

Thanks for advice im gonna buy some of them by tomorrow

Python

07 September 2026 10:31

https://packaging.python.org/en/latest/guides/writing-pyproject-toml/

Python

07 September 2026 10:19

Maybe give it to claud

Python

06 September 2026 18:09

Yaa i am getting idea now, thanks btw 💚
i will try to remove this from here 😅

Python

06 September 2026 17:52

yaa i keep hashed_password gere, so that in time of save/store the user information into the database i can easily call
UserModel.model_validate(UserDomain).
but now i need to think twice 😋

Python

06 September 2026 16:08

A correction to this quesion , the flask's -> dict(session) -> has only the values of the fresh_ , id_, csrf_ not any hashed_password in the cookie value, so i was little wrong previously in my question.


{'_fresh': True, '_id': '67a40c46d5ec9a1d5b3d1c6ae5a113185ccc161a3cec3742280f2dd0ac54a9bb61561c2acf73e9bb4410e50a3a5d464497dca2f71bd4eaba25acb06331bda989', '_user_id': 'ab1c8548221a40b4bad1e2f139da187e', 'csrf_token': 'c77cd3275205a29d26ead471b1762f6e98413d2e'}

in UserDOmain i will not keep the value of hashed_password, else i will keep, has_password -> bool !

Python

05 September 2026 21:20

Nvm I a little bit bad at explaining in English

Python

05 September 2026 21:18

I don't really understand what are you talking about, what you do already?

Python

05 September 2026 21:17

I got the api key i just have to replace the token at that special part right?

Python

05 September 2026 21:13

At first I tried to learn html/css then at the js part I left it cuz it was suffering

Python

05 September 2026 21:12

Sorry im a little bit so beginner at these things

Python

05 September 2026 21:10

It made me to buy/find some of those books asap

Python

05 September 2026 21:10

If your fundamentals are clear you can make one 💯

Python

05 September 2026 21:08

Im Just wondering to build a weather checker without YouTube tutorials all by my self

Python

05 September 2026 21:06

You can find some books free in github and that legal I presume

Python

05 September 2026 21:05

I don't know books about machine learning*