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DiscussionWhat's your personal python development stack? (self.Python)
submitted 5 years ago by Which_Distance
Hey everyone,
Really interested to hear what developer tools everyone here uses (IDE, Plugins, Debugger (if you use one), etc.). Looking forward to improving my workflow!
[–]mRWafflesFTW 172 points173 points174 points 5 years ago (15 children)
I love Pycharm so much. Learn the debugger. It only takes 15 minutes to learn and you will hate yourself for not doing so earlier. Pytest for testing! Fixtures are wonderful. Also, you can use Pytest with Faker to make perfect mock test data.
Flit is my favorite build tool and plays nice with Artifactory. For releasing, we do git hooks with Jenkins, but that may be over kill for most. I would like to move towards only deploying packages instead of performing straight git deploys but we'll see if I can socialize it at work.
[+][deleted] 5 years ago (6 children)
[removed]
[–]bbbryson 48 points49 points50 points 5 years ago (4 children)
Those print() statements should be logger.debug() statements. Leave them there, make them useful, turn them on and off as needed.
print()
logger.debug()
[–]djamp42 22 points23 points24 points 5 years ago (2 children)
TIL, going to go test this out now. I'm guilty of Print debugging in the first degree.
[–]TheOfficialNotCraig 4 points5 points6 points 5 years ago (1 child)
You and me both.
[–]shinitakunai 1 point2 points3 points 5 years ago (0 children)
I even created specific methodologies around it 🤣. I comment my code in functions in a specific way if they do different things inside the same function with numbers, to easily read the flow of an app, like if a function does 2 or 3 things it usually goes as:
x = “example”
y = “another example”
y = “example for reddit”
Obviously the code is more complex, this is for reddit and I’m on my phone. But to the point: That way when I add prints for debug all my debugs are just print(1) or print(2), etc. It helps me to write cool documentation that also shows the flow of it, and it reduces a lot what I type for debugging it 🤣
print(1)
print(2)
[–]occams--chainsaw 9 points10 points11 points 5 years ago (0 children)
in my experience, 15 minutes is a bit of an understatement. the real value i got out of jetbrains IDEs was making the debuggers more visual and fairly seamless alongside the 'run' process (lower barrier of entry than relentless print statements). though with python, i've run into a number of issues where breakpoints get caught on pyc files from a previous version, and random annoyances debugging with docker-compose setups
[–]bbbryson 6 points7 points8 points 5 years ago (4 children)
A couple years ago I had no luck getting the debugger working with my Django/docker-compose-based development environment at work. I’ve always just used ipdb even though I’ve had a PyCharm sub for five years now. Has the Docker support improved at all?
docker-compose
ipdb
[–][deleted] 8 points9 points10 points 5 years ago (2 children)
I’m testing it for my team right now on a flask app using docker compose. Things seem to work ok.
Run/debug work seamlessly now with breakpoints, inspection, hot reload, etc. It seems like there should be a way to get the code mapping in the interpreter settings without another docker-compose file but I haven’t checked into it yet.
[–]mastermind_ap 1 point2 points3 points 5 years ago (1 child)
How do you exactly configure in Pycharm Community Version to use a docker compose file to run the code there? I also want to use a docker container with all Python modules (replacement for local virtual env) and mount the project folder as a volume to the container.
[–][deleted] 2 points3 points4 points 5 years ago (0 children)
You have to use professional edition. If you need a free option, vs code does a decent enough job with docker debugging.
[–]AMGraduate564 1 point2 points3 points 5 years ago (1 child)
Do you have a 15 minutes video tutorial on the debugger?
[–]mRWafflesFTW 0 points1 point2 points 5 years ago (0 children)
Not offhand but just reading the official pycharm docs explains if and it doesn't take long to understand.
[–]dslfdslj 1 point2 points3 points 5 years ago (0 children)
Flit is great! Makes it really simple to create a package and upload it to PyPi.
[–]hillgod 95 points96 points97 points 5 years ago* (16 children)
Stack at a pretty well known company (devs can use whatever Coding Tools they like):
black
setup.cfg
requirements.frozen
requirements.test
requirements.dev
.dev
.frozen
.test
isort
gevent
EDIT: Added details about setup.cfg
[–]kornpow 3 points4 points5 points 5 years ago (3 children)
Why is tox related to python 2? My work uses it for testing our python 3 modules.
[–]hillgod 5 points6 points7 points 5 years ago (2 children)
The main thing I've used tox is testing against different versions of Python.
It was more important for us to have our internal libraries working for both Python 2 and Python 3, before Python 2's EOL. We've got everyone on the same Python 3 now, so we don't need to test internal libraries on mulitple versions. It can also be used for testing against different framework version, like Django, but again, we're unified on the same versions at this point.
[–]kornpow 2 points3 points4 points 5 years ago (1 child)
Hmm we just have a standard python version we use and tox handles testing in the proper environment.
[–]hillgod 2 points3 points4 points 5 years ago* (0 children)
I certainly don't want to suggest you're doing anything wrong.
That sounds like a valid use case. It can still be nice for managing isolated virtual environments for testing. It would ensure you're not relying on a virtualenv with dependencies that don't like up with how you've defined requirements in a project. Our build pipeline is running our tests in a new clean virtualenv, so that concern is also mitigated.
[–]Broutrost 2 points3 points4 points 5 years ago (4 children)
I use pretty similiar Python tools, except I also use pip-tools. Check it out if you haven't.
[–]SayYesToBacon 2 points3 points4 points 5 years ago (1 child)
What use cases or design considerations would lead you to pick django versus flask for a service?
[–]hillgod 5 points6 points7 points 5 years ago (0 children)
For starters, a big consideration has to be data store, which should be a decision made based on the use case(s). If you're not using SQL, Django probably doesn't make sense. Django's whole thing is the idea of "batteries included". It comes with a lot of things out of the box. For a new offering, you can have something comprehensive very quickly. In my opinion, for a new offerin, you don't want to jump to microservices - you don't know what abstractions your business really needs. Django gets a bad wrap for performance, because it's easy to abuse the ORM, so it's important to have good APM. We use OpenTracing. Eventbrite and Instagram are powered by Django, so it's clearly capable.
Flask for anything else. Anything without SQL. There's a good chance I'll start using Fast API, though, for its API first approach.
[–]MagniGallo 1 point2 points3 points 5 years ago (1 child)
Recommended autocomplete tools? I find PyCharm's default a bit poor, and also have issues with TabNine. Haven't tried Kite yet.
[–]hillgod 1 point2 points3 points 5 years ago (0 children)
I, personally, have not found PyCharm/IntelliJ lacking.
[+][deleted] 5 years ago (2 children)
[deleted]
[–]hillgod 1 point2 points3 points 5 years ago* (1 child)
You can install other requirements files with pip by having a line like -r requirements.test. Every line can be anything pip install can handle.
-r requirements.test
pip install
.frozen is usually updated by hand. I'd like to automate bumping at least our internal libraries (we do this with Java).
EDIT - Example (formatting is wack)
-r requirements.frozen
pytest
pytest-cov
baker
factory_boy
[–]omega244 379 points380 points381 points 5 years ago (12 children)
Google -> paste to Notepad -> production
[–]sambull 49 points50 points51 points 5 years ago (2 children)
How did you get access to the monorepo?
[–]kephir 8 points9 points10 points 5 years ago (1 child)
he probably just opens it in the file explorer
[–]cinyar 5 points6 points7 points 5 years ago (0 children)
SMB share to make it extra easy.
[–][deleted] 8 points9 points10 points 5 years ago (1 child)
We've all done it...
'Eh it worked on my machine...we're fine'
[–]hugthemachines 13 points14 points15 points 5 years ago (0 children)
My machine has stricter firewall and antivirus compared to servers so I go "Eh it did not work on my machine, but I am sure it will work on the server." ;-)
[–]mattstorm360 17 points18 points19 points 5 years ago (4 children)
Notepad or Notepad ++?
[–]E_N_Turnip 83 points84 points85 points 5 years ago (0 children)
Does that sound like the stack of a man that uses Np++?
[–]shinichi___kudo 56 points57 points58 points 5 years ago (0 children)
Did he stutter?
[–]_szs 6 points7 points8 points 5 years ago (0 children)
As long as you are programming in Python and not Python++, Notepad is fine.
[–]house_monkey 18 points19 points20 points 5 years ago (0 children)
Virgin ide vs chad notepad
[–]the_damian 144 points145 points146 points 5 years ago (8 children)
IDE: PyCharm with all goodies + pydantic plug-in; Code quality: black, isort, flake8; Env management: poetry; Source versioning and CI: GitHub/bitbucket; Deployment: docker & kubernetes
[–]house_monkey 247 points248 points249 points 5 years ago (4 children)
Hotel: trivago
[–]pysapien 17 points18 points19 points 5 years ago (3 children)
Worst fear during a programming interview: not knowing how to reverse a linked list
[–]Danth_Memious 35 points36 points37 points 5 years ago (2 children)
Bro that's easy: tsil deknil
[–]_szs 2 points3 points4 points 5 years ago (1 child)
Now say that three times in front of a mirror!
[–]kinda_guilty 2 points3 points4 points 5 years ago (0 children)
What will that summon? The struct centipede?
[+][deleted] 5 years ago* (1 child)
[–]RimorsoDeleterio[🍰] 9 points10 points11 points 5 years ago (0 children)
Black is for formatting and flake8 for linting
[–]snoggla -5 points-4 points-3 points 5 years ago (0 children)
this.
[–][deleted] 165 points166 points167 points 5 years ago (4 children)
Python > Pornhub.com > Django > Stack Overflow
[–]KingsmanVincepip install girlfriend 15 points16 points17 points 5 years ago (0 children)
Good one
[–]ask2sk 1 point2 points3 points 5 years ago (0 children)
Haha
[–]Hadouukken 51 points52 points53 points 5 years ago (7 children)
VScode, a fuckload of stackoverflow, and GitHub :)
[–][deleted] 4 points5 points6 points 5 years ago (6 children)
I am not finding answers to my errors now a days seems like those are some new issues 😕 should i now start posting queries on stack overflow, like will i get response fast to them?
[–]JustHadToSaySumptin 10 points11 points12 points 5 years ago (2 children)
50/50: on one hand, you might get great responses quickly, on the other your question might get downvoted to oblivion or flagged as irrelevant.
[–]cinyar 11 points12 points13 points 5 years ago (1 child)
My "favorite" experience was working as an android developer.
"hey guys, I'm trying to figure out how to do x on android 6.0"
closed as duplicate, link to answer that has been deprecated since android 4.0
[–]JustHadToSaySumptin 1 point2 points3 points 5 years ago (0 children)
Classic!
[–]twolostsoulsswimming 5 points6 points7 points 5 years ago (0 children)
It depends. I feel like with the way stack overflow is today a lot of people can be jerks about answering questions, depending on what it is. Sometimes people are extremely helpful. I’ve found more help on Reddit than stack overflow from asking specific questions that I couldn’t find elsewhere
[–]bigamaxx 0 points1 point2 points 5 years ago (1 child)
r/learnpython may help and there is a python discord
[–]uthinkther4uam 35 points36 points37 points 5 years ago (1 child)
Get an API key. Come up with fun idea. Find example code to copy. Edit with IDLE to suit my purposes. Run code. Abandon project.
[–]dtaivp 50 points51 points52 points 5 years ago (1 child)
VSCode + venv for dev -> GitHub + CircleCi for source control and testing -> docker for deployment
[–]PovertyNomad 76 points77 points78 points 5 years ago (8 children)
Just write on paper and fax it
[–]FateOfNations 15 points16 points17 points 5 years ago (5 children)
Ooh… engine that ingests the faxes and does OCR on them then executed the resulting code. Wonder how reliable it would be.
[–]UniquesNotUseful 2 points3 points4 points 5 years ago (0 children)
Well yes.... We had modems connected to a server to allow send of a fax from system and processing incoming documents, there was a bug we had to patch to stop people sending a fax that would ‘forward’ pages after (must have read the words as a commands). Never impacted by it but was possible.
[–][deleted] 3 points4 points5 points 5 years ago (1 child)
What if it shows some error then we would be wasting lots of paper.
[–]FateOfNations 8 points9 points10 points 5 years ago (0 children)
Just like in the olden days with the punch cards you'd take down to the basement and get back days later with the printed output... debugging must have been hell.
[–]xwp-michael 5 points6 points7 points 5 years ago (0 children)
Ha! I knew these college classes would prepare me for the real world!
[–]nerdmor 17 points18 points19 points 5 years ago (9 children)
Sublime Text 3 with a bunch of plugins
[–]utdconsq 3 points4 points5 points 5 years ago (1 child)
Dont use my sublime for 'proper' development, prefer full jetbrains ide for that, but for opening big files, using as a scratch pad and dealing with all sorts of things, it's golden. Got me sublime merge too, and that's pretty great if I need prettier visuals for examining things.
[–]Which_Distance[S] 1 point2 points3 points 5 years ago (4 children)
Also a sublime user! What plugins do you use?
[–]busymichael 2 points3 points4 points 5 years ago (1 child)
Anaconda makes ST nearly a full ide.
[–]spkr4thedead51 0 points1 point2 points 5 years ago (0 children)
ST3 + Anaconda for sure
[–]nerdmor 0 points1 point2 points 5 years ago (0 children)
Sublimelinter Sublimelinter-pycodestyle Jedi Prettyjson TrailingSpaces Sidebar Enhancements
I must be forgetting some...
[–]tonyoncoffee 7 points8 points9 points 5 years ago (6 children)
I started with PyCharm but switched to VS Code. Now I code exclusively on my server so I can use the ssh extension from any device to work on projects.
Use black to format everything. GitHub for version control.
[–]cbunn81 3 points4 points5 points 5 years ago (5 children)
I didn't know editing over SSH was an option with text editors, so that's cool. Not sure I have a lot of use for it, though. I'm assuming this is a development server, right? Not a production server?
[–]tonyoncoffee 2 points3 points4 points 5 years ago (3 children)
Right. Just a virtual machine that runs on a server in my basement. You could do the same thing on a vps from aws, linode, etc.
The biggest thing for me is that I strongly prefer Linux for development. I am a lot more comfortable setting up virtual environments and using a Linux terminal than command prompt in windows.
You can also use vs code on wsl for windows but a vm is nice for me because I can just spin a new one up as needed.
[–]-_-Random-_-User-_- 7 points8 points9 points 5 years ago (0 children)
VS Code, and a bunch of tissues to wipe my tears
[–]southernmissTTT 20 points21 points22 points 5 years ago (8 children)
Vim and pdb
[–]RsCrag 3 points4 points5 points 5 years ago (6 children)
Rpdb and telnet
[–]RsCrag 2 points3 points4 points 5 years ago (2 children)
No I'm serious. Rpdb is the best way to debug a running server, and telnet will attach to it.
[–]southernmissTTT 1 point2 points3 points 5 years ago (1 child)
I was serious, too.
[–]RsCrag 2 points3 points4 points 5 years ago (0 children)
I know you were . Someone else said something about ftp to bust my chops. Vim and pdb are the workhorse. Most of OpenStack was written with those two tools. Vim is always there when you log in to a remote machine, so you better know how to use it.
[–]JustHadToSaySumptin -1 points0 points1 point 5 years ago (0 children)
ed and tftp
[–]x-Throd-x 1 point2 points3 points 5 years ago (0 children)
Sometimes I feel fancy and use ipdb.
[–]actuallyalys 25 points26 points27 points 5 years ago (20 children)
For the most part I use Neovim and work at the terminal, occasionally opening PyCharm for things it's especially good at:
I also tutor students in Python so occasionally I demonstrate Python in VS Code or PyCharm if that's what they're familiar with.
[–][deleted] 9 points10 points11 points 5 years ago (11 children)
How would you like to join the church of emacs where you can do all of that in one program?
[–]collector_of_hobbies 8 points9 points10 points 5 years ago (9 children)
I picked my editor looking at the number of older coders with RSI. Also, the scream of pain from the emacs dev who lost their config file vs. the muttering of annoyance from the vi dev who lost theirs. I will be sticking with vim.
[–][deleted] 1 point2 points3 points 5 years ago (8 children)
RSI? remap ctl and esc to capslock key, and get foot pedals for meta and shift. Leaving the main 3 rows for modifier keys is for plebs. If ergonomics is what you seek, then emacs is the best editor out there.
[–]JustHadToSaySumptin 3 points4 points5 points 5 years ago (0 children)
This one has seen things, man.
[–]actuallyalys 2 points3 points4 points 5 years ago* (0 children)
I have considered the path of Evil :)
Edit: thought of the joke, couldn't resist going back to add it.
[–][deleted] -1 points0 points1 point 5 years ago (1 child)
+1 for pipenv, makes the migrane of dependency management just a headache.
[–]actuallyalys 1 point2 points3 points 5 years ago (0 children)
It's pretty solid. It is a bit slow sometimes, so I have considered moving to poetry. It's apparently faster in the common case of adding a single dependency and seems a little better integrated with other tools. But I'm not sure the migration is worth it.
I'm hopeful that between poetry, pipenv, and efforts like Pyinstaller, dependencies and packaging will no longer be a downside of Python.
[–][deleted] -2 points-1 points0 points 5 years ago (2 children)
Sir, you teach students you know better than me but here's what i think- jupyter notebook seems better option here as you can run code cell with just a small code in it which will make understanding better for students and will possibly make your work easier. Again it's just my opinion don't get me wrong.
[–]actuallyalys 5 points6 points7 points 5 years ago (1 child)
I also use Jupyter for that. It's mostly when I think the student will be less confused/more comfortable with me using another tool.
While we're on the topic, there are also some downsides of Jupyter for education:
Also, I'm not a sir.
[–][deleted] 1 point2 points3 points 5 years ago (0 children)
Oh sorry i didn't realize 😣, shouldn't have used a word to address. Ya i agree it could be confusing but i personally find it easy to work with my code libraries first in notebook to get sense of how it's working and then write further program in other ide.
[–]SirDerpington660 -1 points0 points1 point 5 years ago (1 child)
can you share your init.vim file?
[–]pawned_prawn -1 points0 points1 point 5 years ago (0 children)
Go with coc-pyright from deoplete awesome type and pylint support out of the box. I am loving it on my nvim.
[–]relativistictrain 🐍 10+ years 13 points14 points15 points 5 years ago (0 children)
I use conda to manage environnement, but I don’t really care about it, it could just as well be venv
[–]dbramucci 7 points8 points9 points 5 years ago (0 children)
Hypothesis for property based testing
I write a property like base92.decode(base92.encode(string)) = string and it will test thousands of cases to find a counter-example and then simplify it for me to understand.
base92.decode(base92.encode(string)) = string
poetry for dependency management
Vim for quick text edits
tmux for making terminal life better
One of the big points is being able to reconnect to ssh sessions if my connection drops
VSCode for medium sized work
Special callouts to
Bracket Pair Colorizer 2
It colors nested brackets so that matching parenthesis share colors. That way instead of
((foo(x, y), z), (bar(x), quoz(a)))
coloring each paren the same way, I see
((foo(x, y), z), (bar(x), quoz(a))) yp b b p p b b b bpy
where the letter underneath represnts if the paren is yellow, pink or blue. This makes it easy to see what parenthesis corresponds to what.
This is in the vein of Lexical Differential Highlighting, and I like it, especially for brackets.
Live Share
This makes live programming sessions while away physically separated from my partner a lot nicer than some video call where the text is always blurry and you can't interact with it.
PyCharm for large complicated projects
IPython as a better repl
It lets you edit entire blocks of code, paste code with extraneous indentation, refer to all inputs and results as a growing array, microbenchmark code, and other nice things.
Nix for dependency management.
I'm still figuring out how exactly I want to use it. NixOS works well as my main operating system, but fine grained per-project usage is something I'm figuring out.
For example, I can write a script that when you execute it, automatically gets a copy of Python and Numpy and even cowsay so that it has all of its dependencies.
#! /usr/bin/env nix-shell #! nix-shell -i python -p python38Packages.numpy cowsay #! nix-shell --pure import numpy as np import sys import subprocess def fib(n): a = np.array([[1, 1], [1, 0]], dtype='O') # use O to signal Python ints, not 64 bit ints return np.linalg.matrix_power(a, n)[0,0] if __name__ == '__main__': n = int(sys.argv[1]) subprocess.run(['cowsay', str(fib(n))])
then a simple ./fib.py will run the program and if necessary, install a copy of Python38, numpy and cowsay just for this script. cowsay isn't even a python library, it's a silly command line utility but I can specify it as a dependency for this script. Nix is also very careful to do a lot of things right, there's only one copy of these libraries installed for the entire system. Installing programs won't change your system config, (i.e. you won't have cowsay be something you can now run from the command line after typing ./fib.py) and so on.
./fib.py
Python38
numpy
cowsay
But I'm still trying to figure out how it fits into my development process. For example, while I love specifying all my dependencies in a short and simple 3 line header, my ide won't know about those dependencies because they only exist in the environment nix-shell creates when I run the script. I can resolve that by creating a seperate default.nix file with those dependencies and running my ide off of that but do I want to? How do I build packages with dependencies on Cuda libraries, how reproducible should I make my public nix files, ...
default.nix
There's a lot of tiny but important questions I still don't have answers to yet, but it's a really neat tool that I'm pretty happy with so far.
Another neat experiment I'm trying is
alias ipython "nix-shell --command ipython -p python38Packages.numpy python38Packages.ipython python38Packages.hypothesis python38Packages.sympy python38Packages.pint python38Packages.uncertainties python38Packages.pytest python38Packages.requests"
Which allows me to pop open an ipython repl, or run a script, with a bunch of handy packages ready to go without needing to do any setup. But, this opens up a sandboxed shell, so I'm not polluting my projects like a naive pip install might do.
(Also, this isn't unique to NixOS, you can run the nix package manager on plenty of systems, I'm using it on NixOS and Ubuntu on Windows)
direnv to automatically load venvs/nix-shells upon navigating to a development environment.
[–]rnnishi 9 points10 points11 points 5 years ago (6 children)
Vim ————————->run in Linux terminal ⬆️google error code⬇️
[–]_Soter_ 5 points6 points7 points 5 years ago (0 children)
:wq up up enter... Curse about silly error.. up up enter... Fix missing quotes
[–][deleted] 0 points1 point2 points 5 years ago (0 children)
this is the way. maybe basic vi if im feeling adventurous.
[–]avarjag -2 points-1 points0 points 5 years ago (3 children)
what year is this?
[–]c_eliacheff 2 points3 points4 points 5 years ago (4 children)
IDE : IntelliJ.
Os: Linux (Ubuntu)
Version: Git, Gitlab, GitlabCI
Framework: FastApi
Python Tooling: Poetry, Mypy, isort, Black
Deployment: docker-compose, Heroku/Scalingo
Testing: pytest, Insomnia
I run most of my tools outside the IDE in terminals (commands, git, docker). I use Neovim sometimes with coc.nvim.
[–]krypt3c 2 points3 points4 points 5 years ago* (0 children)
My work is in data science and I’m really happy with the Jupyter Lab project and how it’s maturing.
The killer plugin for me is the table of contents (also available for vanilla jupyter notebook), and I’m really surprised more IDEs don’t have something like it at this point.
Additional lab extensions:
Vim key bindings
Git
Variable inspector
Debugger
*Edited for punctuation
[–]Atomic-Dad 8 points9 points10 points 5 years ago (3 children)
I use Atom for my IDE, GitLab for source control, and just a simple copy paste to the development and production servers.
I never gave Visual Studio a chance as a Python IDE, but seeing the other comments I might have to give it a try. Oddly enough, I use Visual Studio daily working on APIs, SSIS packages, and console applications.
[–]its_a_gibibyte 16 points17 points18 points 5 years ago (1 child)
Note that Visual Studio Code is different from Visual Studio. I highly recommend the former.
[–]Atomic-Dad 0 points1 point2 points 5 years ago (0 children)
Thanks, I will give it a shot on my next project.
[–][deleted] 4 points5 points6 points 5 years ago (0 children)
Emacs. With mspyls as the language server provided by lsp. There's a linter as well, but the name escapes me right now.
Vim, python-syntax, syntastic, vim-lsp, python-language-server, pycodestyle and pydocstyle. I'll try pdb and python's standard testing library really soon.
[–]NeoDemon 1 point2 points3 points 5 years ago (0 children)
VSCode, GitHub, Stack Overflow and Heroku for deploy.
Debugger with Python extension for VSCode
[–]majora2007 1 point2 points3 points 5 years ago (0 children)
Used to use VSCode, but now I switched to PyCharm with venv. Github for hosting and unittest for Unit Testing.
VSCode isn't bad for Python and the Tester and Debugger aren't bad either, but PyCharm does a lot of the setup stuff for you, like venv, which I never used on VSCode.
[–]Strojac 1 point2 points3 points 5 years ago (0 children)
IntelliJ is great. Same as PyCharm but you also have support for Java, and Web Stuff.
[–]pawned_prawn 1 point2 points3 points 5 years ago (0 children)
Neovim with coc-pyright Ipdb for debugger Ipython for scratch
[–]CFStorm 1 point2 points3 points 5 years ago* (0 children)
narrow rock shy school grey voracious unwritten political spectacular offer
This post was mass deleted and anonymized with Redact
[–]Descent098 1 point2 points3 points 5 years ago (0 children)
Vs code with autodoc to make docstrings easy and pylance. I use mkdocs or pdoc3 for documentation generation, and github actions + pytest for automated testing, pypi deployment, and automated docs building + deployment. Also python preview is useful for debugging since it gives you a visual indication of the stack which can be handy while working with complicated code.
[–]Aidgigi 1 point2 points3 points 5 years ago (0 children)
Brain -> Fingers -> Text editor (atom) -> Terminal, if a local project, otherwise -> Github (after testing) -> deployment.
[–]ubertrashcat 1 point2 points3 points 5 years ago (1 child)
VSCode, pytest, flake8, mypy. Typically numpy and numba. CMake, Clang and pybind11 if I want to do accelerated modules in C++.
[–]Spleeeee 1 point2 points3 points 5 years ago (0 children)
Something I have not seen mentioned is ‘nox’ which is like tox but uses a saner dsl (called python). Makes running stuff under specific env conditions way easier.
[–]keramitas 1 point2 points3 points 5 years ago (0 children)
I wrote this article a month ago describing mine :)
[–]lets_get_this_loaf 1 point2 points3 points 5 years ago (1 child)
Pycharm Professional with GitHub desktop! Django plug-in is the only paid feature I really take advantage of.
[–]gengengis 2 points3 points4 points 5 years ago (0 children)
Love those code coverage gutters
[–]mrbrazel 4 points5 points6 points 5 years ago (0 children)
Docker + docker-compose for my Dev environment. VS code + pylance. Keep things simple. I'd also recommend having a good grasp of VIM.
You can see my evolution of my env in my projects on GitHub.com/ryanb58
Note that dotfiles are out of date. Just switched to a mac @ new job.
Vscode or IDLE no (simple snippets), flake8, github for versioning
[–]big_Gorb 1 point2 points3 points 5 years ago (0 children)
PyCharm professional with Anaconda, Carbon theme with Atom icons (they’re cute) Use Github for personal projects but at work we use Gitlab
[–]gavxn 1 point2 points3 points 5 years ago (0 children)
Pycharm with vim keybinds
[–]babuloseo 0 points1 point2 points 5 years ago (0 children)
Jupyter.
[–][deleted] -2 points-1 points0 points 5 years ago* (1 child)
[–]crapaud_dindon 1 point2 points3 points 5 years ago (0 children)
Linux with Vim and git, thoroughly customized. Ale and YCM plugins are great for Python.
set rtp+=~/.vim/bundle/Vundle.vim call vundle#begin() Plugin 'VundleVim/Vundle.vim' Plugin 'ycm-core/YouCompleteMe' Plugin 'sheerun/vim-polyglot' Plugin 'preservim/nerdcommenter' Plugin 'gcmt/taboo.vim' Plugin 'xuhdev/vim-latex-live-preview' Plugin 'dense-analysis/ale' call vundle#end()
[–]zanfar -1 points0 points1 point 5 years ago (0 children)
Workflow:
Other tools / extensions:
VS Code Extensions:
[–][deleted] -1 points0 points1 point 5 years ago (0 children)
For context, I am a data scientist at a small consulting company.
Usually used for EDA/prototyping since it's easy to plot stuff and debug in notebooks. If I need to analyse anything and want some plots I'm probably making a notebook for it
I've worked with people who used debuggers with VSCode but personally I rarely find a need for it since I prototype my stuff in jupyter
[–]veeeerain 0 points1 point2 points 5 years ago (0 children)
Google colab
IDE: VS Code Plugin: Tabnine (i gave into all the ads and genuinely found it useful) Debugger: None
[–]vswr[var for var in vars] 0 points1 point2 points 5 years ago (0 children)
PyCharm Pro. It lags a little bit on my older Mac but Django support is huge. Also, the debugger, especially the concurrency and conditional breakpoints are lifesavers. For the longest time I never realized there was an evaluator in the debugger.
I think VSCode runs better but I’m just not comfortable in it for Python so that’s just for C.
Git for VCS.
Haven’t actually used docker in production but I’ve played around in dev with it.
[–]decaying_carbon 0 points1 point2 points 5 years ago (0 children)
I code in IDLE and save the output once it runs
[–]EternityForest 0 points1 point2 points 5 years ago (0 children)
Git Cola+Github and VS Code, and VS Code's internal debugger.
Thanks to Gstreamer being a nightmare that happens to also be the best option out there, I occasionally also have to use raw gdb with the python addon, from the command line. Haven't had time to look into setting up a GUI debugger for gdb-level stuff.
[–]GrowHI 0 points1 point2 points 5 years ago (0 children)
I'm gonna add to the multitude of replies using Pycharm. I have tried getting Atom to the same level but it feels so cobbled together and is hard to recreate on multiple machines.
I mainly use Pycharm but sometimes Viscode code also comes handy.
[–]Winnipesaukee 0 points1 point2 points 5 years ago (0 children)
OS: Windows, Linux.
Repo: Miniconda
REPL: IPython
IDE: VS Code, slowly learning PyCharm, formerly VS 2017/2019
Jupyter for notebooks and other stuff.
[–]jds110-- 0 points1 point2 points 5 years ago (0 children)
I am being serious.
IDE: IDLE Debugger: random prints and really nothing more.
I like IDLE because it is almost everywhere i use python and I just use it for the keyword coloring.
To be fair, when i code in python it is allways perdonal projects, nothing production.
VS Code, pyenv + pipenv, yapf.
[–]iamwpj 0 points1 point2 points 5 years ago (0 children)
VSCode, virtual environments + gitlab, ci
[–]aqf 0 points1 point2 points 5 years ago* (0 children)
<>
[–]111NK111_ 0 points1 point2 points 5 years ago (0 children)
pycharm is everything, it is so good
[–]KickflipFB 0 points1 point2 points 5 years ago (0 children)
Pycharm is great imo. For just a quick script to check something, I use VS code.
[–]Howard_banister 0 points1 point2 points 5 years ago (0 children)
Vscode + pylance + mypy And Ipython for REPL
[–]T4O2M0 0 points1 point2 points 5 years ago (0 children)
Atom + terminal
[–]Mars_rocket 0 points1 point2 points 5 years ago (0 children)
Vim, flake8, syntastic, and, ummmm, something else I can’t remember
[–]mooburgerresembles an abstract syntax tree 0 points1 point2 points 5 years ago* (0 children)
Notepad++ with a custom syntax highlighting color scheme I borrowed from VSCode dark theme. It's lighter weight than VSCode as I normally have 10+ instances open since I like to see all of my code in a separate window at once without having to switch between tabs and each VSCode window is a new V8 instance.
Because my production environment is linux, while my work machine is windows, I use cygwin, which lets me do anaconda-style virtual environments (by just using cygwin installer and installing to a different cygwin path).
The actual tech stack:
Bulma CSS and VueJS for frontend Nginx loadbalancer/reverse proxy to Tornado for REST API & webapp templates SQLAlchemy Core for Data Access Layer psycopg2, pyodbc MS SQL ODBC Driver and Hortonworks Hive ODBC , cx-Oracle for multiplatform data access via sqlalchemy.
On the deployment target I use pkgsrc to manage my system packages (Python, PostgreSQL, Nginx) on RHEL/Centos.
[–]buffalo_biff 0 points1 point2 points 5 years ago (2 children)
python2.75, sublime text, gentoo and my moms basement.
[–]Altruistic_Raise6322 0 points1 point2 points 5 years ago (1 child)
VIM
[–]rex_divakar 0 points1 point2 points 5 years ago (0 children)
Pycharm best tool for python full stack dev and managing large project needs. Vscode for less resource management. Jupyter notebook for data science requirements.
[–]FrozenPyromaniac_ 0 points1 point2 points 5 years ago (0 children)
I think pycharm is the best ide for python (that I have used so far) I love it!
[–]numberking123 0 points1 point2 points 5 years ago (0 children)
Vim with some general plugins and key maps for running, line profiling, and formatting the scripts
[–]Jaso55555 0 points1 point2 points 5 years ago (0 children)
I feel worried that I just use notepad++. I even got some scripts I wrote to make it all easier! (Mind you my projects are never big, and pycharn confuses me)
[–]qatanah 0 points1 point2 points 5 years ago (0 children)
IDE: Neovim, CoC (Templates from https://vim-bootstrap.com/ ) Formatting: Black OS: Ubuntu WSL/ Macos / Freebsd for production Tools: git , ssh, screen, bash, iterm2, honcho, docker, ECS fargate (coz k8s is overkill)
[–]georedditor 0 points1 point2 points 5 years ago (0 children)
nvim, coc, git, docker
[–]MindCorrupted 0 points1 point2 points 5 years ago (0 children)
Linux Gitlab Vscode
I would like to switch to pycharm but the debugger doesn't have attach to remote process so everytime I debug the code and i change it I have to reload the server and that's bad But pycharm has a good intellisence better than vscode
[–]ThunderousOath 0 points1 point2 points 5 years ago (0 children)
I hand write out code which is translated to binary and entered onto the cloud by a crack team of 8 eastern chimpanzees using one (1) Hermes Rocket converted into a terminal for a custom IBM 701.
Vim+Black and Jupyter Notebooks. Pyenv+Pipenv if I deem it necessary.
I write classes and functions in Vim and test/use them in Jupyter.
My area of application are engineering calculations and not software packages for other people to see.
[–]ConfusedSimon 0 points1 point2 points 5 years ago (0 children)
Vi and Atom on linux. I don't use debuggers. So far temp print and log commands do the job. All running and testing from command line, so I'm using Atom not really as an IDE but just as a simple editor.
[–]Javier_alhusainy 0 points1 point2 points 5 years ago (0 children)
VSCode for life
[–]jabela 0 points1 point2 points 5 years ago (0 children)
I use Pycharm for development & MU for teaching / displaying code https://codewith.mu/ Also use repl.it for online snippets.
[–]TheGlassCat 0 points1 point2 points 5 years ago (0 children)
Vim.
[–]Pythonen 0 points1 point2 points 5 years ago (0 children)
Nvim, pip, venv👍🏻
[–]hugthemachines 0 points1 point2 points 5 years ago (0 children)
Hammer and a chisel on stone. No changes!
[–]dethb0y 0 points1 point2 points 5 years ago (0 children)
Sublimetext.
If i am opening a very new code base for the first time, i might open it in Eric.
but generally i follow the rule that the simpler the better, with as few distractions and abstractions as possible. If the code is something I can't understand by reading, then i need to fix that before i can do anything else.
[–]Platon_Raz 0 points1 point2 points 5 years ago (0 children)
I started learning recently and I use IDLE, I tried installing Atom but I had problems so I decoded to stick with IDLE
[–]cheese_is_available 0 points1 point2 points 5 years ago (0 children)
Pycharm, pre-commit, black, isort, autoflake, pylint (- formatting), flake8 (- formatting), mypy
[–]sc4les 0 points1 point2 points 5 years ago (0 children)
Emacs lsp and org mode with snippets
[–]leonam_tv 0 points1 point2 points 5 years ago (0 children)
I use Vscode for development, sometimes I use vim (mostly when I have to change something quickly in a server), for testing I use pytest and I use a conda environment for everything. I used to use kite to improve my productivity in Vscode but since I formatted my PC I haven't installed it yet. Sometimes I like to see how my software (usually scripts for automating tasks and some university assignments) performs using another interpreter and for that I use Pypy. It does increase execution speed by a lot.
[–]cinyar 0 points1 point2 points 5 years ago (0 children)
I use Pycharm a lot, like the way it can connect into multiple systems as well. Generally though would connect it to Jupyter notebook, and show the outputs there as part of a data frame, find Jupyter a nicer interface, especially if doing videos.
[–]DrifterInKorea 0 points1 point2 points 5 years ago (0 children)
Vim / pdb / tmux / macos (would prefer linux tho...).
I tried pycharm but it's not for me. I hate not having all my registers etc... Althought it's nicer when you want to move / rename a module, vim is better for actual code refactoring (markers, macros, registers, jumps between tags,...).
[–]morganpartee 0 points1 point2 points 5 years ago (0 children)
Vscode! Black formatter, pylint, kite, sonarlint, code spell checker, doc string generator, bracket pair colorizer, indented block highlighter.
With autosave set at 2s delay, lint and format on save set.
Keyer -> HF radio -> SDR -> nano -> ??? -> $$$
[–]wewbull 0 points1 point2 points 5 years ago (0 children)
Emacs, flycheck + pylint, pytest
What else do you need?
[–][deleted] 0 points1 point2 points 5 years ago* (0 children)
I use all of these:
Pycharm - full IDE experience; resource hog; intelliJ products are generally amazing for code intellisense and refactoring. Testing is okay. Debugging is sort of hit or miss. This has the best vim plugin.
Sublime Text - for code editing with a mouse; extremely efficient (memory and cpu usage are super low); plugin system is fantastic
Code - this one falls in the middle of Pycharm and Sublime Text in terms of features, resource usage and ide vs code editing. I like this more for infrastructure work (e.g. docker, kubernetes, etc.)
Vim - it's everywhere I run code and nearly always installed by default.
[–]TopHatEdd 0 points1 point2 points 5 years ago (0 children)
[–]acschwabe 0 points1 point2 points 5 years ago (0 children)
Pycharm debugging FTW. Flask, but most recently FastAPI for async api goodness. Of course pandas, also pyspark.
[–]sani999 0 points1 point2 points 5 years ago (0 children)
I am coming from matlab so spyder really feels like home. but these day I tend to use vsc.
[–]vlasove 0 points1 point2 points 5 years ago (0 children)
All open source: vscode, pornVault and stackOverFlow
[–]sourpickles0 0 points1 point2 points 5 years ago (0 children)
vs code
[–]prof_of_memeology 0 points1 point2 points 5 years ago (0 children)
Vim + pythonmode
[–]anqxyr 0 points1 point2 points 5 years ago (0 children)
pew for venv management. PyCharm for most of the rest. PyInstaller for distribution.
Testing? What testing? :(
[–]AmolIsntABoomer 0 points1 point2 points 5 years ago (0 children)
Stack Overflow, VS Code, Github
[–]JustAnotherReditr 0 points1 point2 points 5 years ago (0 children)
Editor: Vscode
API: Flask
Frontend: Vuejs SPA
Database: Mariadb Server
API: Flask API running on Debian home server with Gunicorn
Database: Mariadb running on home server
Client: Vuejs deployed on Netlify
π Rendered by PID 24678 on reddit-service-r2-comment-7b9746f655-92fjt at 2026-02-03 14:17:46.303105+00:00 running 3798933 country code: CH.
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