siuba
Python library for using dplyr like syntax with pandas and SQL (by machow)
icecream
🍦 Never use print() to debug again. (by gruns)
Our great sponsors
| siuba | icecream | |
|---|---|---|
| 25 | 41 | |
| 1,100 | 8,459 | |
| - | - | |
| 7.5 | 5.6 | |
| 7 months ago | about 1 month ago | |
| Python | Python | |
| MIT License | MIT License |
The number of mentions indicates the total number of mentions that we've tracked plus the number of user suggested alternatives.
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.
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.
siuba
Posts with mentions or reviews of siuba.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2024-04-04.
- The Design Philosophy of Great Tables (Software Package)
-
Best alternative to Pandas 2023?
I don't know what's best for you, but I can recommend Siuba, a tidy interface for Python to send queries to pandas and SQL-db.
- Method Chaining in Pandas: Bad Form or a Recipe for Success?
-
Happy Halloween, Pandas! 🎃🤓
You mean siuba?
-
Explorer (Elixir and Polars)
For further inspiration, this is a pretty good-looking "dplyr for Python": https://github.com/machow/siuba
- Unpopular opinion: Matplotlib is a bad library
- A trick to have arbitrary infix operators in Python
-
Going from R to Pandas: dplython vs dfply vs plydata
You should follow /u/the75th's advice. However, if you decide to buck that take, I'd look into siuba. I've never heard of those packages you've listed, and have doubts they'd be maintained.
- Tidyverse equivalent in Python?
-
R / Tidyverse User -> Python | How to Make it Hurt Less
Check out siuba
icecream
Posts with mentions or reviews of icecream.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2023-11-28.
-
Show HN: Dbg.h: C macro for quick and dirty print debugging
Hey, very useful. Thanks! Similar to ic() for python, but with the nice ability to be used inline.
https://github.com/gruns/icecream
- When you are looking at someone else's code base and you want to make a copy of it to put in a million print statements to understand it, what is good practice in terms of version control and naming the copy?
-
Pythoneers here, what are some of the best python tricks you guys use when progrmming with python
Icecream is great for this. Just calling ic(foo) gives you the same thing on stderr.
- What's you fav ice cream??
-
What Python debugger do you use?
I get around this by using loguru (a wrapper around python's logger), so I get information like the calling function and line number with my debugging statements. I don't use it these days (and actually built something extremely similar around the same time), but icecream is another alternative that facilitates debugging-by-print
- Top 3 hardest things with debugging as a beginner?
-
Does anyone use python debugger?
Most of the time I simply use icecream (a much better version of print()), and sometimes, I use pudb (a visual debugger) for tougher/trickier bugs.
-
Let's do a war
We also have ice cream
-
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
I found icecream in a post on this subreddit and still use it as an alternative to print for debugging.
-
A script for print debugging python code
In the future using something like icecream might be interesting as well.
What are some alternatives?
When comparing siuba and icecream you can also consider the following projects:
Pandas - Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more
pdb++
dtale - Visualizer for pandas data structures
Loguru - Python logging made (stupidly) simple
Altair - Declarative statistical visualization library for Python
py-spy - Sampling profiler for Python programs
q - q - Run SQL directly on delimited files and multi-file sqlite databases
Laboratory - Achieving confident refactoring through experimentation with Python 2.7 & 3.3+
vinum - Vinum is a SQL processor for Python, designed for data analysis workflows and in-memory analytics.
remote-pdb - Remote vanilla PDB (over TCP sockets).
DataFramesMeta.jl - Metaprogramming tools for DataFrames
PySnooper - Never use print for debugging again