jurigged
reloading
jurigged | reloading | |
---|---|---|
15 | 5 | |
1,014 | 1,061 | |
- | - | |
4.8 | 0.0 | |
12 days ago | over 1 year ago | |
Python | Python | |
MIT License | MIT License |
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
jurigged
-
[D] Yann LeCun's Hot Take about programming languages for ML
If that interests you, I made a package called jurigged that basically does autoreload but asynchronously on Python in general (i.e. you can write jurigged script.py instead of python script.py; it works in a separate thread and can also work in notebooks). It's more surgical than what the notebook does in that it only hot swaps code in changed functions and does not re-execute anything else. This feature is cool too, IMO.
-
Debugging Lisp: in CL we can resume a program from any point in the stack
Some of the basic hot-loading features can probably be approximated in Python. Here's some from my bookmarks(i've not tried them personally)
- https://github.com/breuleux/jurigged
- https://github.com/reloadware/reloadium
I would imagine lisp can do this on a whole different level. Emacs seems like a testament to that. Basically the entire editor feels like eval()
- So you're using a weird language
-
Reloadium – Hot Reloading for Python (a.k.a. Edit and Continue)
I've been using jurigged [0] for hot code reloading which is great. It works by replacing code objects in place at the function level which naturally handles many cases like applying to existing objects, avoiding loading a module multiple times, etc. As others noted the actual source of this one is not there so it's hard to know what it's doing. The published package contains a binary shared library so I suppose it's written as a CPython extension.
[0] https://github.com/breuleux/jurigged
- jurigged - Hot reloading for Python
reloading
- GitHub - julvo/reloading: Change Python code while it's running without losing state
- Change Python Code While Running Without Losing State
- So you're using a weird language
-
What has been the most difficult thing that you have learned with Python?
the most complicated/interesting thing i figured out was probably the AST manipulation and decorator fuckery required for my rewrite of julvo/reloading
-
Reloadr – Hot code reloading tool for Python
Write a similar thing [1] which can also reload functions from source before every execution but also load loop bodies from source before each iteration. Can be helpful for long running loops like when downloading or training deep learning models.
[1] https://github.com/julvo/reloading
What are some alternatives?
reloadium - Hot Reloading and Profiling for Python
ipdb - Integration of IPython pdb
PyDev.Debugger - Sources for the debugger used in PyDev, PyCharm and VSCode Python
ipython - Official repository for IPython itself. Other repos in the IPython organization contain things like the website, documentation builds, etc.
watchfiles - Simple, modern and fast file watching and code reload in python.
Revise.jl - Automatically update function definitions in a running Julia session
reloadr - Hot code reloading tool for Python
PythonHotswap - Hotswap Python functions. And persistence of runtime.
RuntimeCompiledCPlusPlus - Change C++ code at runtime