reloadium
line_profiler
Our great sponsors
reloadium | line_profiler | |
---|---|---|
138 | 16 | |
2,678 | 2,448 | |
1.7% | 4.9% | |
5.0 | 8.5 | |
about 1 month ago | about 1 month ago | |
Python | Python | |
Apache License 2.0 | GNU General Public License v3.0 or later |
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.
reloadium
-
Favorite/best PyCharm plugins?
The documentation has some explanation https://reloadium.io/
-
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()
-
What is your favorite ,most underrated 3rd party python module that made your programming 10 times more easier and less code ? so we can also try that out :-) .as a beginner , mine is pyinputplus
Reloadium - hot reloading
- Memory Profiling for Pandas
-
Textual TUI framework for Python adds CSS renderer
Here's another startup, with a founder that also spent a year working on the super-hard problem of...Python hot reloading/profiling: https://reloadium.io
Hooking these two up would make for a neat programming experience. Best of all...if some $$ €€ were involved, it would show Python open source can be sustainable.
-
This Week In Python
reloadium – Advanced Hot Reloading & Profiling for Python
-
What are incredible Python modules you can build entire projects around?
Check out Relodium. It's a young project but with great potential
-
Useful Python Decorators for Data Scientists
There's also reloadium [0] for tight dev iteration loops
-
Hot profiling for Python
Just added this feature to Reloadium https://github.com/reloadware/reloadium and was wondering what do you guys think about it?
-
[P] Hot profiling for Python
Either starring/watching the repository https://github.com/reloadware/reloadium or following on twitter https://twitter.com/reloadium\_io
line_profiler
-
Making Python 100x faster with less than 100 lines of Rust
LineProfiler is the best tool to learn how to write performant Python and code optimization.
https://github.com/pyutils/line_profiler
You can literally see the hot spot of your code, then you can grind different algorithms or change the whole architecture to make it faster.
For example replace short for loops to list comprehensions, vectorize all numpy operations (only vectorize partially do not help the issue), using 'not any()' instead or 'all()' for boolean, etc.
Doing this for like 2 weeks, basically you can automatically recognized most bad code patterns in a glance.
-
Why is my Pubmed plant search app so slow?
You may want to try using a package like line_profiler to narrow down where the time is spent.
-
Hot profiling for Python
This looks really nice! Does it use line_profiler or is it a different implementation for the profiling? Either way the interface is fantastic!
-
Profiling and Analyzing Performance of Python Programs
# https://github.com/pyutils/line_profiler pip install line_profiler kernprof -l -v some-code.py # This might take a while... Wrote profile results to some-code.py.lprof Timer unit: 1e-06 s Total time: 13.0418 s File: some-code.py Function: exp at line 3 Line # Hits Time Per Hit % Time Line Contents ============================================================== 3 @profile 4 def exp(x): 5 1 4.0 4.0 0.0 getcontext().prec += 2 6 1 0.0 0.0 0.0 i, lasts, s, fact, num = 0, 0, 1, 1, 1 7 5818 4017.0 0.7 0.0 while s != lasts: 8 5817 1569.0 0.3 0.0 lasts = s 9 5817 1837.0 0.3 0.0 i += 1 10 5817 6902.0 1.2 0.1 fact *= i 11 5817 2604.0 0.4 0.0 num *= x 12 5817 13024902.0 2239.1 99.9 s += num / fact 13 1 5.0 5.0 0.0 getcontext().prec -= 2 14 1 2.0 2.0 0.0 return +s
- Pyheatmagic: Profile and view your Python code as a heat map
-
Profiling Python code with memory_profiler
The memory_profiler tool is similar in spirit (and inspired by) the line_profiler tool , which I’ve written about as well. Whereas line_profiler tells you how much time is spent on each line, memory_profiler tells you how much memory is allocated (or freed) by each line. This allows you to see the real impact of each line of code and get a sense where memory usage. While the tool is quite helpful, there’s a few things to know about it to use it effectively. I’ll cover some details in this article.
- Find a performance bottleneck in Python code
What are some alternatives?
jurigged - Hot reloading for Python
SnakeViz - An in-browser Python profile viewer
manim - A community-maintained Python framework for creating mathematical animations.
PyNeuraLogic - PyNeuraLogic lets you use Python to create Differentiable Logic Programs
memory_profiler - Monitor Memory usage of Python code
hatch - Modern, extensible Python project management
RPA-Python - Python package for doing RPA
rich - Rich is a Python library for rich text and beautiful formatting in the terminal.
pprofile - Line-granularity, thread-aware deterministic and statistic pure-python profiler
pottery - Redis for humans. 🌎🌍🌏
psutil - Cross-platform lib for process and system monitoring in Python
pypyr automation task runner - pypyr task-runner cli & api for automation pipelines. Automate anything by combining commands, different scripts in different languages & applications into one pipeline process.