Datasets:

spaceinvader

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Python

Flask -> FastAPI

I'm happy with Flask and do not see the need to switch to FastAPI. Change my mind & (ideally) point me to a nice tutorial that does just that in a demo project.

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Python

Ping Sweeper In Python

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Python

Text Summarization with Huggingface Transformers and Python

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Python

GitHub - helblazer811/ManimML: ManimML is a project focused on providing animations and visualizations of common machine learning concepts with the Manim Community Library.

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Python

How do you write iOS apps in Python?

?

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Python

Making a list of advanced topics in Python

I'm preparing for a technical interview. I failed the first one a week ago. I noticed the excercises were tagged as (advanced python). 2 coding questions, one from decorators and the other from SQL. I'm taking a month to prepare for my second chance at it. And I'm making a list of advanced topics/concepts in python. I don't want to be taken by surprise again. List comprehension Anonymous function Decorators Generators Exception handling Inheritance Encapsulation Unit testing Regex I need suggestions just in case I'm missing anything. I do practice coding excercises on hackerank.

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Python

Port scanning with Python

Lately I've been learning a bit about communicating over a network with Python and thought it might be fun to create a simple TCP port scanner. Had a lot of fun playing around with this on my home network. The full project write up and code can be found [here](https://sheldonbarry.com/2022/04/24/port-scanning-with-python/).

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Python

Python 3.11 Preview: Task and Exception Groups – Real Python

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Python

Monday Daily Thread: Project ideas!

Comment any project ideas beginner or advanced in this thread for others to give a try! If you complete one make sure to reply to the comment with how you found it and attach some source code! If you're looking for project ideas, you might be interested in checking out Al Sweigart's, ["The Big Book of Small Python Projects"](https://inventwithpython.com/bigbookpython/) which provides a list of projects and the code to make them work.

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Python

2-Button UI engine in MicroPython with "Apps" on a TTGO T-Display

https://youtu.be/wR3AkhD0nEg More of a demo than anything at this point, but I've got working text entry, menus, loadable apps(any file named app_AppName.py is detected as an app). I also have sleep modes, and wakelock-like functionality(Including modem sleep), and the ability for one app to launch another, with arguments and return values. In screen-off sleep mode, it uses 6mA without Wi-Fi(The USB chip and charge led takes some power, probably more like 0.5mA on battery). With Wi-Fi it's around 7mA with spikes every few seconds. With the screen on, you get 45mA with spikes up to 65mA. Probably room to improve that. But I'm impressed by the low power capabilities of MP(Once you add some assorted pull requests from the internet). The Calculator app actually just launches the text entry app, and evals the text you enter. There's a stopwatch and a tally counter, and a settings menu where you can customize things like the colors, and set an app to auto-load as soon as it boots up. In the future, I'll add password protection to prevent exiting the default app, and I'd like to eventually have some kind of mobile "App store" Android app for uploading new content, and maybe the ability to configure WiFi/MDNS/MQTT from the settings menu. The original idea for this was to be a replacement for Logitech's Harmony remotes. I think it would be awesome to have an open source home automation remote, that used an app-capable OS, that could also be a replacement for smart wall switches. Another fun thing I'd like to do is some kind of programming feature, so you could edit the logic for a little robot just with a 2 or 3 button menu. If MicroPython ever gets BLE bonding, making a wireless keyboard emulator for media or presentations might be another fun app.

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Python

In-Depth Analysis of Moonbirds NFTs using Python and Alchemy

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Python

Anyone know the history of why strings are iterable?

I think every intermediate Python programmer has had to learn the gotcha that you can't really duck-type iterables, because if you accidentally iterate over a string, Python will chug along perfectly fine despite it almost certainly not being the intended behavior. Even worse, because of the way collections ABCs are defined, a typing check like `isinstance("a string", collections.abc.Collection)` will still return True despite it almost certainly not being what is intended. My question is whether anyone knows *the history* of why this is the case. Given the direction that the language was moving in, I would've thought it'd be a prime candidate for removal in the 2-to-3 transition. Obviously, there are use cases for iterating along elements of a string, but with Python 3 strings being unicode-by-default, the rich standard library, and the general high-level nature of the language, I don't see much of a use case at all. Certainly, I don't think it's contentious to say the drawbacks of making it the default behavior outweigh the benefits, with any real use cases easily accommodated by more specific `str.characters` or `str.bytes` methods. So, what gives? Has this issue ever been actively discussed in the development of the language? Is it just a case of a holdover from earlier languages that was never really a big enough deal to get challenged? And why was it made even more formal with the introduction of `collections.abc`? Google-ing hasn't really provided any strong answers, so any stories or nuggets of info greatly appreciated! **edit:** Maybe should have made it more clear that the question is really why strings are *still* iterable by default. I understand the history of strings as character arrays, and don't have a hard time imagining how that naturally made it into the language. But why that is still the case in Python 3 given that: * It is a gotcha new users frequently run into (just search for people asking how to properly handle a `str` vs a `[str]` in a function argument) * It doesn't *really* fit with how we think about the datatypes in Python (I doubt many Python programmers day-to-day think of a `str` as "an ordered collection of `str` objects") * The uses for iterable-by-default seem limited given the wide builtin and standard library functionality available for `str` objects.

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Python

Breaking Anti-Cheat With Electronics & Python

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Python

James Bond film details

import random import numpy from statistics import mode import matplotlib.pyplot as plt import csv import collections ##dictionary of films from numpy import ndarray films_info_dic = { 'Films':[ { "Name": "Dr. No", "Actor":"Sean Connery", "Running Time": 109, "Year": "1962" }, { "Name": "From Russia with Love", "Actor":"Sean Connery", "Running Time": 115, "Year": "1963" }, { "Name": "Goldfinger", "Actor": "Sean Connery", "Running Time": 110, "Year": "1964" }, { "Name": "Thunderball", "Actor": "Sean Connery", "Running Time": 130, "Year": "1965" }, { "Name": "You Only Live Twice", "Actor": "Sean Connery", "Running Time": 117, "Year": "1967" }, { "Name": "On Her Majesty's Secret Service", "Actor": "George Lazenby", "Running Time": 140, "Year": "1969" }, { "Name": "Diamonds Are Forever", "Actor": "Sean Connery", "Running Time": 120, "Year": "1971" }, { "Name": "Live and Let Die", "Actor": "Roger Moore", "Running Time": 121, "Year": "1973" }, { "Name": "The Man with the Golden Gun", "Actor": "Roger Moore", "Running Time": 125, "Year": "1974" }, { "Name": "The Spy Who Loved Me", "Actor": "Roger Moore", "Running Time": 125, "Year": "1977" }, { "Name": "Moonraker", "Actor": "Roger Moore", "Running Time": 126, "Year": "1979" }, { "Name": "For Your Eyes Only", "Actor": "Roger Moore", "Running Time": 127, "Year": "1981" }, { "Name": "Octopussy", "Actor": "Roger Moore", "Running Time": 131, "Year": "1983" }, { "Name": "A View to a Kill", "Actor": "Roger Moore", "Running Time": 131, "Year": "1985" }, { "Name": "The Living Daylights", "Actor": "Timothy Dalton", "Running Time": 130, "Year": "1987" }, { "Name": "Licence to Kill", "Actor": "Timothy Dalton", "Running Time": 133, "Year": "1989" }, { "Name": "GoldenEye", "Actor": "Pierce Brosnan", "Running Time": 128, "Year": "1995" }, { "Name": "Tomorrow Never Dies", "Actor": "Pierce Brosnan", "Running Time": 119, "Year": "1997" }, { "Name": "The World Is Not Enough", "Actor": "Pierce Brosnan", "Running Time": 128, "Year": "1999" }, { "Name": "Die Another Day", "Actor": "Pierce Brosnan", "Running Time": 133, "Year": "2002" }, { "Name": "Casino Royale", "Actor": "Daniel Craig", "Running Time": 144, "Year": "2006" }, { "Name": "Quantum of Solace", "Actor": "Daniel Craig", "Running Time": 106, "Year": "2008" }, { "Name": "Skyfall", "Actor": "Daniel Craig", "Running Time": 143, "Year": "2012" }, { "Name": "Spectre", "Actor": "Daniel Craig", "Running Time": 148, "Year": "2015" }, { "Name": "No Time to Die", "Actor": "Daniel Craig", "Running Time": 163, "Year": "2021" }, ] } ##print values of running time times_list = [] ##Running Time list for item in films_info_dic["Films"]: times=item["Running Time"] times_list.append(times) ##List of Actors actor_list = [] for item in films_info_dic["Films"]: Actors=item["Actor"] actor_list.append(Actors) ##Remove duplicates actor_list = list(dict.fromkeys(actor_list)) def get_film_details(actor_name,decade): films_actor_counter=0 films_decade_counter = 0 ##actors for item in films_info_dic["Films"]: if item["Actor"] == actor_name: times = item["Running Time"] times_list.append(times) # Mean, median and mode of runnint times list mean_time = numpy.mean(times_list) median_time = numpy.median(times_list) mode_time = mode(times_list) films_actor_counter=films_actor_counter+1 ##write to notepad with open((actor_name)+".txt", 'w') as f: f.write(f"The mean running time for {actor_name} is {mean_time}\n") f.write(f"The median running time for {actor_name} is {median_time}\n") f.write(f"The mode running time for {actor_name} is {mode_time}\n") f.write(f"{actor_name} starred in {films_actor_counter} number of films.\n") ##decades Film_Year=item["Year"] Film_decade=Film_Year[2] Test_film=decade[2] if Film_decade == Test_film: times = item["Running Time"] times_list.append(times) # Mean, median and mode of runnint times list mean_time = numpy.mean(times_list) median_time = numpy.median(times_list) mode_time = mode(times_list) films_decade_counter=films_decade_counter+1 ##write to notepad with open((decade)+"s.txt", 'w') as f: f.write(f"The mean running time for {decade}s is {mean_time}\n") f.write(f"The median running time for {decade}s is {median_time}\n") f.write(f"The mode running time for {decade}s is {mode_time}\n") f.write(f"{decade}s had {films_decade_counter} number of films.\n") ##call method for each actor decade_list =["1960", "1970", "1980", "1990", "2000", "2010", "2020"] for actor,decade in zip(actor_list, decade_list): get_film_details(actor,decade) print(times_list) print(actor_list) #Mean, median and mode of runnint times list mean_time=numpy.mean(times_list) median_time=numpy.median(times_list) mode_time=mode(times_list) print(f"The mean running time is {mean_time}") print(f"The median running is {median_time}") print(f"The mode running is {mode_time}")

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Python

Development of Desktop apps with Python

If you are developing desktop apps and are familiar with environment variables and shortcuts, did you realized that there are no packages that would make it easy for cross compatible and easy management of this stuff ? After searching and making my own package i decided to make it public so it can potentially help somebody with the same stuff i was struggling before, feel free to check it out:Github: [https://github.com/jiri-otoupal/pycrosskit](https://github.com/jiri-otoupal/pycrosskit) If you would star my repo for the work I do, it would make my day much better :) I will be glad if it will make your life easier, Cheers !

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Python

Weekly Code - Week 4: Digit Subtraction!

This week I decided to use OEIS entry A185107: difference of digits of the nth prime. This one is pretty exciting, and I think I may make a library featuring this Digit Subtraction and what not. It's fairly compelling. I don't know what I'd use it for, but I'm sure there'd be some kind of use out there. This week is documented here: [https://youtu.be/pHip9F5H8Zc](https://youtu.be/pHip9F5H8Zc) [https://github.com/F35H/WeeklyCode](https://github.com/F35H/WeeklyCode) Here's the OEIS entry: [https://oeis.org/A185107](https://oeis.org/A185107)

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Python

I made a game that let's you play any MIDI file with arrow keys!

Video Preview: [https://streamable.com/zhc909](https://streamable.com/zhc909) It's like dance dance revolution but you can play any song you want, all you need is a midi file. You can specify which instruments you want to play on each difficulty in JSON files. Source code: [https://github.com/ravenkls/Midi-Arrow-Rush](https://github.com/ravenkls/Midi-Arrow-Rush)

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Python

Possible career in Python as a Bilingual

Hi! I am working right now as a bilingual for Spanish and English in a tech company. I don't have skills in tech such as programming etc. But just recently I decided to study Python to upskill myself and have greater opportunities. But I am not sure if there's a career such as a software developer where I could still use my skill as a Bilingual. Hoping for your insight. Thanks

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Python

I am intermediate, how to take python (programming skills) to next level?

About me: I know basic programming and problem solving. I already made 2 websites (basic todo-app) using python (Django) as backend and free web templates for frontend. I also made some basic projects with MySQL and python. Made some spammer bots with [selenium](https://selenium-python.readthedocs.io/). I worked with file creation and manipulation. Most of the times I use functions (I'm not comfy with classes) But, at this stage, it feels `something's` off.. I don't know what.. but it feels like I'm stuck at this level. (*I don't have a job*)

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Python

Set Types in Python — set, frozenset [Documentation - made easy to read]

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Python

Game of life

Hi, I've build a small "Game of Life" project, using pygame for display, based first on Conway's rules, and then many other rules (\~20 for now). It's available on PyPI: [https://pypi.org/project/conway-pygame/](https://pypi.org/project/conway-pygame/) and on gitlab.com: [https://gitlab.com/frague59/conway](https://gitlab.com/frague59/conway) Enjoy !

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Python

The Python Graph Gallery

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Python

Useful tricks with pip install URL and GitHub

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Python

How to use MicroPython on Docker!

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Python

Speeding up python CLI's!

so yesterday I was trying to make a python CLI that needed to be fast. no matter what I did (`python -S`, pyinstaller, cx_freeze, bytecode compiling) it wouldnt be as fast as I needed it and some even made it slower like cx_freeze. well I found a way to make running it much much faster (nearly instantaneous). by using an asynchronous socket server and using netcat as input, you can give input to the server and recieve output immediately, since the script is already running it works for windows and linux, but you may need cygwin on windows unless there is a built in timeout and netcat command I do not know about how it works (on linux) is you define a bash function with this: `hithere(){ printf "$@" | timeout 0.1 nc 127.0.0.1 50200; }` and run the script: `python pyspeedtest.py` to send input you run `hithere Mum` and you get `hi, Mum` pyspeedtest.py ``` import pyspeed class myhandler(pyspeed.pyspeed_handler): def handle_request(self, *argv): return f"hi, {argv[1]}" handle = myhandler() handle.run() ``` pyspeed.py ```python import asyncio, socket class pyspeed_handler: async def run_server(self, address, port, handle): server = socket.socket(socket.AF_INET, socket.SOCK_STREAM) server.bind((address, port)) server.listen(8) server.setblocking(False) loop = asyncio.get_event_loop() while True: client, _ = await loop.sock_accept(server) loop.create_task(handle(client)) async def handle_client(self, client): loop = asyncio.get_event_loop() request = None try: while request != 'quit': request = (await loop.sock_recv(client, 255)).decode('utf8') response = self.handle_request(*([''] + str(request).split(' '))) + '\n' await loop.sock_sendall(client, response.encode('utf8')) client.close() except BrokenPipeError: pass def handle_request(self, *argv): return ''.join(argv) def run(self, address="localhost", port=50200): asyncio.run(self.run_server(address, port, self.handle_client)) ``` ```

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Python

ga-extractor - CLI tool for extracting Google Analytics data

Hi /r/Python, I've created a simple CLI tool in Python for extracting Google Analytics data. It can be handy if you want to retrieve some analytics data without dealing with Google's APIs. The tool can also transform the data into more readable CSV output. PyPI package: https://pypi.org/project/ga-extractor/ GitHub repository: https://github.com/MartinHeinz/ga-extractor Feedback is very much appreciated!

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Python

Get total time spent watching movies logged on to Letterboxd

[Github Link \[Letterboxd Movie Runtimes\]](https://github.com/HighnessAtharva/Letterboxd-Movie-Runtimes) You can now get the total time you have spent watching all the movies that you have logged on your Letterboxd Profile and export it to a CSV using this simple Python Script. Could not find a tool on the internet that did this for me so I built it myself. Enjoy :)

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Python

Logging facility for Python - Documentation, made easy to read

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Python

Building a Soccer Shot Map for Spain

Salve Jason and the Pythonauts! I've created a tutorial on building a shot map for soccer games. It uses data from Statsbompy and my own library of todofcpy. You can view it here: [https://www.youtube.com/watch?v=99FVmANPNXI](https://www.youtube.com/watch?v=99FVmANPNXI)

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Python

borb vs fpdf2 - comparing 2 PDF generation libs: features & benchmark

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Python

I made my first Discord Bot with Python!

Hello everyone! Over the past 2 weeks I have been working on Discord Bot using [discord.py](https://discord.py) and Python! Inspired by r/place I decided to make a simple bot where users and place pixels on a large canvas. Commands include: $add\_pixel: Add a pixel to the grid at a specified coordinate and rgb color value $playback: Create a video showing the full canvas history $ban: Bans a user from placing new pixels (Admin only) $unban: Unbans a user allowing them to place pixels again (Admin only) One of the reasons I started with project was to learn how to use the MongoDB database as well as learn discord.py Here is a small example of the bot being used on my server https://i.redd.it/m1ure9744gv81.gif If you are interested feel free to add the bot to your server with this link: [https://discord.com/api/oauth2/authorize?client\_id=964251008115019847&permissions=116736&scope=bot](https://discord.com/api/oauth2/authorize?client_id=964251008115019847&permissions=116736&scope=bot) Also DM me (ScriptLine Studios#8597) if you need help or run into issues! Thanks everyone!

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Python

Open source daily Capybara Website built with Python

Ever wondered "If a random Capybara was assigned to Today, what Capybara would it be?" Well wonder no more, [Capy.life](https://capy.life/) has your back! [Capy.life](https://Capy.life) is a free & open source website built with Svelte & Python, what also has a Discord, Matrix & Twitter bot written in Python. The Capybara submitting process uses perceptual hash to ensure two Capybara images aren't too much alike. # Source code * [Website](https://github.com/capylife/capyend) (Any PRs or Stars are appreciated) * [Twitter bot](https://github.com/capylife/flappycapy) * [Discord bot](https://github.com/capylife/capycord) * [Matrix bot](https://github.com/capylife/neocapy) # Previews [Home page](https://preview.redd.it/yuq91y504gv81.png?width=1668&format=png&auto=webp&s=f7245094ddacf37ac8e0047f7854979cb35e40d8) [Admin Page](https://preview.redd.it/9bnjcl614gv81.png?width=1668&format=png&auto=webp&s=fd72626f13a76e3bc8e2c6b450c9ff5c9975d26d)

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Python

GitHub - roniemartinez/browsers: Python library for detecting and launching browsers

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Python

What's your favorite GUI library and why? I'll start, mine is TKinter because its the first one I learned and I found it easy for basic display

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Python

Python Selenium Tutorial #10 - Scrape Websites with Infinite Scrolling

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Python

Extracting WhatsApp messages from an iOS backup

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Python

What to do next after learning basic python grammar

Hello everyone, I am from China. My daily job is to do sales. I am interested in programming, but I will not apply for programmers. I just want to make programming as a hobby. I have just finished learning the basics of python. What should I learn or what can I do next? I mainly think about using python or programming to do some fun things or interesting things in life. I hope friends who have the same interest, thank you

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Python

Program to document code snippets and control under-development projects

Hey there, I wrote a **Tkinter** program specifically for developers based on two concepts: * Giving the developer the ability to document (their/others) knowledge and important **code snippets** in an easy, readable, and organized manner. * Grouping the under-development **projects in one place** for easy access and control, provided the directory path. Please, feel free to have a look at the [Source Code](https://github.com/shehab-fekry/Developer-WorkSpace) and tell me what you think :) There will be further features to be added. ​ https://preview.redd.it/p94e69l4xdv81.png?width=899&format=png&auto=webp&s=26e1359e3f2ac793765cfed2b05b9a3fa55c9c5a https://preview.redd.it/llglv803xdv81.png?width=899&format=png&auto=webp&s=9bfc8a963025fdc9ecd7bc41829babdc6631ebac

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Python

just want to bury

I do not speak English so well so I will write with the help of google translator, I started studying programming for now and I'm having difficulty understanding the makes something object-oriented and something variable I hope not to be talking wrong i realized that often the staff talks about symbols and numbers as whole and letters as variable is right if I think that way ?

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Python

Pons, an async Ethereum RPC client library

I've been waiting a long time for async support in `web3`, and now that it started to appear, it only supports `asyncio` (while I use `trio` in my application), and is in general not quite finished. So I decided to write an RPC client of my own with convenient contract calls, simple structure (instead of a hundred levels of indirection in `web3`) and strictly typed. Still a lot of possible enhancements possible, but it is already useful (well, I use it, at least :). Repo: https://github.com/fjarri/pons A simple example: import trio from eth_account import Account from pons import Client, HTTPProvider, AccountSigner, Address, Amount async def main(): provider = HTTPProvider("<your provider's https endpoint>") client = Client(provider) acc = Account.from_key("0x<your secret key>") signer = AccountSigner(acc) async with client.session() as session: my_balance = await session.eth_get_balance(signer.address) print(my_balance) another_address = Address.from_hex("0x<some address>") await session.transfer(signer, another_address, Amount.ether(1.5)) my_balance = await session.eth_get_balance(signer.address) print(my_balance) trio.run(main) More in the [Tutorial](https://pons.readthedocs.io/en/latest/tutorial.html#tutorial) (not very extensive for now, but hopefully gives an idea of how to use it), and of course there's always the [API reference](https://pons.readthedocs.io/en/latest/api.html). I am sure there are a lot of usage scenarios I haven't even considered, so I would be especially grateful for complaints about this or that method/parameters/naming being inconvenient, counterintuitive, confusing, or out of place.

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Python

Sunday Daily Thread: What's everyone working on this week?

Tell /r/python what you're working on this week! You can be bragging, grousing, sharing your passion, or explaining your pain. Talk about your current project or your pet project; whatever you want to share.

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Python

Deciding what to use among Cython / Pypy / Numba

So I want to experiment and speed up my code. I have studied the basics of Cython and Numba but Pypy only has 10 year onld videos. What I have found: - Cython converts Python into C and makes the code useable in both Python and C - Numba directly converts Python into Machine code and is useful for Math operations (numpy) - Numba is JIT compiler - Both Cython and Numba don't support 3rd party libraries like Pandas and spacy.. - Pypy is an implementation of Python. Normally the Python we use when we write python abc.exe in cmd is Cpython(not Cython). - Numba and Cython speed up the code a lot if the code is compatible... things like list don't work with Numba... Would be super helpful if someone can please explain the difference between Numba, Cython and Pypy and when to use which. Even pointing me to the resources would be great! Thanks in advance.

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Python

Discussion: What is the most pythonic way to print an extra line break?

Which of these four equivalent methods do you prefer and why? print('Beginning processing ...\n') or print('Beginning processing ...', '\n') or print('Beginning processing ...', end='\n\n') or print('Beginning processing ...') print() Is any of them more or less pythonic than another?

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Python

A simple python library that can be used to run large Web3 queries on Ethereum blockchain concurrently as per Ethereum JSON-RPC specification.

A simple python library that can be used to run large Web3 queries on Ethereum blockchain concurrently as per Ethereum JSON-RPC specification. The library provides a bare minimal framework for expressing raw JSON-RPC queries as described in the Ethereum Specification and execute them together either concurrently (off-chain on the client side) or together as a batch (JSON-RPC batch specification on-chain). This method greatly reduces the time required to run large queries sequentially and thus can be used for use-cases where we need to index large number of transactions happening on ethereum blockchain in a local database for faster Web2 queries. Source code: [GitHub](https://github.com/Narasimha1997/aio-eth) PyPi: [aio-eth](https://pypi.org/project/aio-eth/)

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Python

Face detection algorithms comparison

I selected 5 ready-made algorithms for face detection and compared them with each other by such metrics as Precision, Recall, IOU and time on the dataset I marked up. I am ready to accept your Pull Request with your solutions(algorithms) and results! Blog post: [https://habr.com/ru/post/661671/](https://habr.com/ru/post/661671/) GitHub: [https://github.com/wb-08/face-detection-algorithms-comparison](https://github.com/wb-08/face-detection-algorithms-comparison)

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Python

GitHub - plasma-umass/slipcover: Near Zero-Overhead Python Code Coverage

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Python

deferred-import: Lazy import and install on demand Python packages

Lazy import and install on demand Python packages. 1. Package will be loaded only when you use it in the first time. Deferring it makes module loading much faster. 1. If module is missed, the package will be automatically installed. It allows to make some project dependencies optional and install them on demand. https://github.com/orsinium-labs/deferred-import

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Python

Parking space counter created using OpenCV and Python

Hello! I created a simple two-step parking space counter: \- first, you mark the positions of all parking spaces you are interested in using "parking\_space\_picker.py"; \- second, you run "parking\_space\_counter.py" to check if the parking space is vacant or not and count them. [RESULT](https://youtu.be/LERHWFmSSdM) [CODE](https://github.com/codegiovanni/Parking_space_counter) ​ Video used in the code: Tom Berrigan [https://www.youtube.com/watch?v=yojapmOkIfg&list=LL&index=10](https://www.youtube.com/watch?v=yojapmOkIfg&list=LL&index=10) ​ The code is inspired by: Murtaza's Workshop - Robotics and AI [https://www.youtube.com/watch?v=caKnQlCMIYI](https://www.youtube.com/watch?v=caKnQlCMIYI)

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Python

Step by step explanation of Insertion Sort in Python

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Python

Space Science: Autoencoder latent space visualization of asteroid spectra

Hey Everyone, Last time, I introduced Autoencoders (using Keras) to develop a deep learning architecture that learns a low-dimensional representation of asteroid reflectance spectra. Although I compressed the 49-dimensional spectra to only 2 dimensions, the results were quite fair. So... why did I compress it so ridiculously high? Well, a 2-D space can easily be visualized! And this visualization is being done today. In today's tutorial, we'll use Matplotlib for a static display of the data, and ipwidgets, to create an interactive widget within our notebook on Google Colab! Let's see whether our 25-fold compression leads to some proper latent space, where the asteroid classes can be distinguished: GitHub Link: [https://github.com/ThomasAlbin/Astroniz-YT-Tutorials/blob/main/%5BML1%5D-Asteroid-Spectra/12\_dl\_autoencoder\_latent\_space.ipynb](https://github.com/ThomasAlbin/Astroniz-YT-Tutorials/blob/main/%5BML1%5D-Asteroid-Spectra/12_dl_autoencoder_latent_space.ipynb) YouTube Link: [https://www.youtube.com/watch?v=h26O2qbc5DA](https://www.youtube.com/watch?v=h26O2qbc5DA) The next session will be the final one of the asteroid science project. There, we will create a higher dimensional latent space and apply some clustering algorithm to determine the number of asteroid classes from a data-scientific perspective. Stay tuned! Thomas

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Python

What makes a good programmer?

I recently started a python course and I'm currently just focused on it but I feel like this is wrong and I'm missing something

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Python

Python matplotlib and numpy New Playlist

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Python

How do you manage conflicting packages in your requirements.txt ?

Hi, Let's say you have in your requirements.txt : package_A package_B package_C package_D but `package_A` requires `some_dependency<=1.5` and `package_B` requires `some_dependency>=2.2` . How do you handle that (knowing that I might have tens of conflicting packages)? I don't think virtualenvs would be a good solution here since the project has one entry point and packages are imported in the same code ... Thank you !:)

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Python

"Community is essential to programmers" - Eric Matthes

I've just started working my way through Eric Matthes' Python Crash Course. In his introduction he states, " Community is essential to programers because programming isn't a solitary pursuit.... Having a well connected community is critical in helping you solve problems, and the Python community is fully supportive of people like you who are learning python as your first programming language." ​ I've dabbled a bit in the basic front end languages and I'm currently playing around with Vue so I wouldn't say it's my first language. However, I did feel compelled to reach out to this community after reading that. If you have any advice for someone starting to pick up python, I'm happy to listen and learn.

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Python

10 examples of using Python for big data analysis

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Python

MNE — Open-source Python package for exploring, visualizing, and analyzing human neurophysiological data: MEG, EEG, sEEG, ECoG, NIRS, and more

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Python

Python Tips and Tricks — Write Better Python Code

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Python

freeCodeCamp: Gradio Course - Create User Interfaces for Machine Learning Models in Python

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Python

PCEP Certification exam - Python

Hi All, Did anybody take PCEP certification exam? If it took you more than one try, did you have to pay $59 every time you attempt? Or one time was enough? I am making this post because couldn't find the answer on google.

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Python

Call me naive, but would it not be possible to create a tool for python the auto adds type hints at run time?

I’m going to learn python over the summer, but coming from Java & c# in IDE’s where casting etc can auto completed within the problem pane when making newb mistakes, and also knowing the pain of PHP runtime errors, I’m hoping the dynamic experience will be smoother with python. I’m ranting.. would this be feasible ? Just a thought.

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Python

Saturday Daily Thread: Resource Request and Sharing! Daily Thread

Found a neat resource related to Python over the past week? Looking for a resource to explain a certain topic? Use this thread to chat about and share Python resources!

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Python

I have multiple interdependent Python services & modules for my work. I use conventional commits (changetype: scope: …) allowing automated changelogs. I think I need to go monorepo and add the changed service to the commit structure (service: changetype: scope). Does this look like a good strategy?

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Python

What is a good, pure Python alternative to lxml's objectify?

Reference: https://lxml.de/objectify.html > Accessing the children of an XML element deploys object attribute access. If there are multiple children with the same name, slicing and indexing can be used. Python data types are extracted from XML content automatically and made available to the normal Python operators.

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Python

Proper launch of python packages

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Python

Coding an Intelligent Battleship Agent

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Python

rashell (Relational Algebra Shell)

Hi all. I've uploaded my project on Pypi. It is called **rashell** which stands for **R**elational **A**lgebra **S**hell. It provides a command line interface and a DSL to define, fill and query a relational model. This tool is intended for educational use only, to illustrate the underlying concepts of relational databases in a more interactive way. It can be installed via pip : $ pip install rashell Please refer to Readme on gitlab to know how to use it. [https://gitlab.com/skebir/rashell](https://gitlab.com/skebir/rashell) [https://pypi.org/project/rashell/](https://pypi.org/project/rashell/) I would like to have your opinion on it. Thank you in advance.

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Python

Does anyone know what editor this is or what sorts of editors have this feature?

[The editor is linked here](https://i.imgur.com/9HcadwR.gif) Basically allowing you to similar parts to multiple lines of code by clicking and then hitting backspace?

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Python

A screenful of advice about writing command-line tools in Python

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Python

I've made a pure Python implementation of the QOI image format

[link to the code](https://github.com/SudoOmbro/qoi_converter) as said in the title, it's a pure python implementation of the [qoi format](https://qoiformat.org/), a lossless image compression methd that manages be 50x faster while encoding and 3x-4x while faster decoding than PNG. Python isn't known to be fast though, but this implementation is not too bad speed wise to be fair. More info on how it was implemented in the README :)

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Python

Cache in asynchronous Python applications

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Python

Car Wash Pattern: Parallelizing Non-Thread Safe and/or CPU-intensive Processes with Future Based Queue Centric Approach in Python

This article can be a useful guide for parallelizing non-thread-safe and CPU-bound processes, such as some machine learning models, for purposes such as model to web service conversion. While developing the solution, I tried to pay particular attention to the advantages, disadvantages and pitfalls of python. Maybe there is nothing new for the masters, but I think it is a neat resource for the enthusiasts. [https://medium.com/vlmedia-tech/parallelizing-non-thread-safe-and-or-cpu-intensive-processes-with-future-based-queue-centric-b2247bbcf231](https://medium.com/vlmedia-tech/parallelizing-non-thread-safe-and-or-cpu-intensive-processes-with-future-based-queue-centric-b2247bbcf231)

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Python

Searching a student apartment in Zürich was too boring so I made a Telegram bot.

[GitHub link](https://github.com/bskdany/WokoWGZScraperBot) Basically anyone I know checks every day [woko.ch](https://woko.ch) and [wgzimmer.ch](https://wgzimmer.ch) for rooms and apartments that are being rented for students in Switzerland , the first to contact the seller usually gets the room. I don't have the time and will to do that. So I made a bot that scrapes both those websites with requests and BeautifulSoup. The bot collects the urls of the rented rooms and saves them in a txt, then it checks the website every minute for changes. If a new url is found then the room data is sent to me with the Telegram API. Both those websites don't have a policy against scraping, but they do have some little bot protection. Yeah that's it, I made this in two days and I'm hosting the bot on heroku. Suggestions are welcome (especially in security).

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Python

Common Python Anti-Patterns to watch out for

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Python

How to Write a Python Script to Create and Update a Changelog

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Python

copilot getting creepy

hey, yesterday I was making an auto reply bot with telethon (+ copilot) I got a phone number as a suggestion in **plain text** , meaning that copilot does not have a 'personal info filter' or whatever. Someone said that GitHub also used private repos to train copilot, well, let's hope that nobody gets a suggestion with my bybit api keys https://preview.redd.it/i8mw9t26s2v81.jpg?width=384&format=pjpg&auto=webp&s=55d082b6ff58f8c9b1e527f424a72de9a88c3504 https://preview.redd.it/q3mhee6ir2v81.jpg?width=1354&format=pjpg&auto=webp&s=f2325cb1e6f144a9e6d571c3c86bae178e2ecfbd

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Python

Python 3.11 Preview: Task and Exception Groups – Real Python

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Python

Boihut bookstore(Ecommerce ) website made in Django

This was built as my first year university project. ​ https://preview.redd.it/7ar5lrkw72v81.png?width=1920&format=png&auto=webp&s=fa8428c4ff54ca6ac149b89915153657b1aabe71 ​ Live link : [https://boihut.biz](https://boihut.biz) Github: [https://github.com/shaongitt/boihut](https://github.com/shaongitt/boihut)

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Python

Login and logout functionality in django framework

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Python

Friday Daily Thread: Free chat Friday! Daily Thread

Use this thread to talk about anything Python related! Questions, news, projects and any relevant discussion around Python is permitted!

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Python

Step by step explanation of Bubble sort with python implementation

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Python

Intel 8051 microcontroller emulator

I made this app as a BE thesis. It's using Brython to make Python work in Chromium (Electron) and React with Material-UI for the front-end. It's supposed to be rendered in a fixed-sized Electron window, so it may not look the best in a browser. [https://github.com/estarq/i8051emu](https://github.com/estarq/i8051emu)

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Python

dc_schema, a tiny library to generate JSON schema from python dataclasses

I wrote a small library for generating JSON schema from python dataclasses. I'm using pydantic a lot in my daily work, but wanted to understand JSON schema better myself and create a lightweight, focused solution for schema generation. Posting here incase some of you are interested to try it out, maybe someone has some constructive feedback/review. https://github.com/Peter554/dc_schema

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Python

Cache in asynchronous Python applications

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Python

Is it bad practice to start with Jupyter Notebooks?

Nowadays whenever I start a new Python project I always start with a jupyter notebook to test snippets of code, to later add to my main script. Should I avoid doing this? Is this bad practice?

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Python

Python’s Match-Case Is Too Slow (If You Don’t Understand It)

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Python

Any suggestions for simple predictive modeling for class project using nba game data

Any suggestions for simple predictive modeling for class project using nba game data

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Python

A magic hand using DXL and servo motors

I recorded this quick demo to show how topology detection can work with DXLs or servo motors. I developed a few lines of code, if you want to see, I can share them with you!

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Python

co-author.py - Creates "Co-authored-by" lines from usernames and issue/PR urls using GitHub REST API

I needed a quick way to credit the original PR authors while patching [my Alabaster fork](https://github.com/introt/alabester/releases/tag/0.7.22), so I wrote this little script to assist in the task. The combination of using the REST API along with the no-reply email addresses seems novel in the co-authoring space, so I decided to share it - I hope someone finds it useful! Feel to fork and/or put it up on PyPi etc, the code's released under the MIT license. https://gist.github.com/introt/ad30bcbdf789aed5bba43082741c7769

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Python

Just started making a Pokémon wordle type game. Wish me luck, should be done by the end of two weeks

It's my first ever big project so I'm pretty excited :)

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Python

100%|██████████████| - TQDM is a simple library for adding progress bars to your python code. I made a tutorial about it.

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Python

Is everything worth solving?

When a bug takes ages to fix should I still keep trying or move on since I’m a beginner should I not try to move on to learn something else and then maybe come back at some point? Thanks

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Python

Manage Encryption Key

I created a public Github repo for Creating, Encrypting, and Decrypting files called: [Manage Encryption Key](https://github.com/Moreless91/Manage-Encryption-Key) [Main Menu](https://preview.redd.it/bgde2ghlkvu81.png?width=306&format=png&auto=webp&s=32be688c1e436dae386d3b3301745c4789afba18) It's a CLI tool that I've needed for quite awhile for quickly creating a key for a new app or decrypting some older data from older projects. Here's some screenshots: Encrypting: [Encrypting](https://preview.redd.it/lacxuedllvu81.png?width=325&format=png&auto=webp&s=3a2b8e0eb3c39648619ec2bd38aba2aa83873a78) Decrypting: ​ [Decrypting](https://preview.redd.it/vqsewmbslvu81.png?width=333&format=png&auto=webp&s=802a9c3e0b7041ce4830a5831517698b864981ee) You can stay organized by adjusting the Settings option for storing your files quickly: [Settings](https://preview.redd.it/8jgd4ckulvu81.png?width=321&format=png&auto=webp&s=48faf595e791bd713c78c390666150f83e79db02) To setup, view the README on [https://github.com/Moreless91/Manage-Encryption-Key](https://github.com/Moreless91/Manage-Encryption-Key) I'm still new to python and programming in general. No formal education. Tear my code apart, please!!

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Python

Know How to Create and Visualize a Decision Tree with Python

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Python

2022 Update: Understanding Best Practice Python Tooling by Comparing Popular Project Templates

I have just posted a 2022 update to my old blog post from 2020 -> [https://medium.com/@jonas.r.kemper/2022-update-understanding-best-practice-python-tooling-by-comparing-popular-project-templates-5872602fe617?sk=a7ed50c63851d81093697c62b740396a](https://medium.com/@jonas.r.kemper/2022-update-understanding-best-practice-python-tooling-by-comparing-popular-project-templates-5872602fe617?sk=a7ed50c63851d81093697c62b740396a) Hope you like it! :)

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Python

Unpopular opinion: Matplotlib is a bad library

I work with data using Python a lot. Sometimes, I need to do some visualizations. Sadly, matplotlib is the de-facto standard for visualization. The API of this library is a pain in the ass to work with. I know there are things like Seaborn which make the experience less shitty, but that's only a partial solution and isn't always easily available. Historically, it was built to imitate then-popular Matlab. But I don't like Matlab either and consider it's API and plotting capabilities very inferior to e.g. Wolfram Mathematica. Plus trying to port the already awkward Matlab API to Python made the whole thing double awkward, the whole library overall does not feel very Pythonic. Please give a me better plotting libary that works seemlessly with Jupyter!

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Python

GitHub - aGIToz/PyInpaint: A lightweight image inpainting tool in python.

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Python

Data Operations Using Python Mitosheets

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Python

Urwid wrapper for nvidia-smi

Hello. I wanted to share a simple urwid-based wrapper I wrote for nvidia-smi. I find that nvidia-smi takes up too much space in my terminal and I prefer graphical/bar based displays. These are not my GPUs - I am not that rich. Check it out here: [https://github.com/nec4/gpu-array](https://github.com/nec4/gpu-array) https://i.redd.it/7af8spadasu81.gif It's written entirely in Python, and was my first departure from using ncurses directly. After diving in, I have to save urwid is very slick.

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Python

Creating and API from scratch...

Hey guys, I just learned Django and React, I know my few things about python amd javascript. Ive done small projects using "Django Rest Framework". My question is, can I build an API from scratch without using Django or DjangoRest Framework? Im curious how its done. All the google searches Ive done they give back answers usimg Django or flask. If I had only python, postgres, javascript, html and css to work on...how can I build an API without frameworks? The idea of creating one from scratch confuses me since Ive only built one using Django Rest Framework. Any guidance will help.

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Python

Thursday Daily Thread: Python Careers, Courses, and Furthering Education!

Discussion of using Python in a professional environment, getting jobs in Python as well as ask questions about courses to further your python education! **This thread is not for recruitment, please see** r/PythonJobs **or the thread in the sidebar for that.**

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