PySnooper
Toolz
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| PySnooper | Toolz | |
|---|---|---|
| 13 | 23 | |
| 16,254 | 4,508 | |
| - | 0.8% | |
| 5.5 | 4.2 | |
| 2 months ago | 24 days ago | |
| Python | Python | |
| MIT License | 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.
PySnooper
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Logging code mess
Definitely not for production, but for debugging (esp. in cases where interactive debugging doesn't work) I've found PySnooper very useful
- What Python debugger do you use?
- What a good debugger can do
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Trace your Python process line by line with minimal overhead!
Looks interesting I will definitely try this.
For those that find this interesting, you might also like pysnooper - I use it all the time.
https://github.com/cool-RR/PySnooper
https://python.plainenglish.io/pysnooper-stop-debugging-pyth...
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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
Found PySnooper the other day.
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What was the most helpful resource that allowed you become a better coder?
pysnooper! https://github.com/cool-RR/PySnooper
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“I think the vast majority of developers still debug using print() statements”
Shameless plug: PySnooper is a debugging tool for Python that lets you debug in a way that's as easy as adding print statements, but gives you a lot more information automatically.
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Top python libraries/ frameworks that you suggest every one
snoop or pysnooper
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No more Print For Debugging In Python Anymore
If you want to install a library, pysnooper is cool. It's like an automatic print on every line of your function, with values.
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The unreasonable effectiveness of print debugging
The Python package PySnooper is pretty good for "fancy" print debug statements: https://github.com/cool-RR/pysnooper
I've caught quite a few bugs using this show-me-all-locals() approach...
Toolz
- Ask HN: How can I get better at writing production-level Python?
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[DISCUSSION] What's your favorite Python library, and how has it helped you in your projects?
My favourite lib would probably be toolz, it's just so elegant and fun to use. But it's more functional approach is not always the best fit for the time, so in practice I mostly use it in research, prototyping, console and notebooks.
- REBL
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What are the best ways to learn Python and Pyspark for ML engineering?
I am not new to Python but only used it to write scripts. Should I start a Python book and then a PySpark book or go directly to PySpark? When reading the legacy code, I found there are usages like GitHub - pytoolz/toolz: A functional standard library for Python. I never heard of.
- Toolz: A Functional Standard Library For Python
- Functional python for data process
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Top python libraries/ frameworks that you suggest every one
toolz is wildly useful https://github.com/pytoolz/toolz
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Show HN: Koda, a Typesafe Functional Toolkit for Python
Maybe the toolz[0] family would cover your use cases? There is also a Cython implementation if you need better performance.
- What're the cleanest, most beautifully written projects in Github that are worth studying the code?
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Functional programming beyond itertools
You'll probably enjoy toolz.
What are some alternatives?
icecream - 🍦 Never use print() to debug again.
funcy - A fancy and practical functional tools
snoop - Snoop — инструмент разведки на основе открытых данных (OSINT world)
fn.py - Functional programming in Python: implementation of missing features to enjoy FP
snoop - A powerful set of Python debugging tools, based on PySnooper
CyToolz - Cython implementation of Toolz: High performance functional utilities
django-modelcluster - Django extension to allow working with 'clusters' of models as a single unit, independently of the database
Pyrsistent - Persistent/Immutable/Functional data structures for Python
python-devtools - Dev tools for python
Coconut - Simple, elegant, Pythonic functional programming.
pdbpp - pdb++, a drop-in replacement for pdb (the Python debugger)
returns - Make your functions return something meaningful, typed, and safe!