datatable
Gooey
datatable | Gooey | |
---|---|---|
9 | 60 | |
1,790 | 20,404 | |
0.5% | - | |
6.1 | 0.0 | |
6 months ago | 3 months ago | |
C++ | Python | |
Mozilla Public License 2.0 | 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.
datatable
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Cheat Sheets for data.table to Python's pandas syntax?
Aside from that, there is a Python translation of data.table (see documentation here), which might be worth looking into. However, it hasn't had any major updates in a while: the last release 2 years ago ...
- Any advice on using Pandas as a data analyst?
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Alternative to Pandas
There's datatable. I haven't used it much, but the R version (data.table) is phenomenal.
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Need advice on whether to store data set for regression model in SQL database or by using Python modules like Pickle or Parquet
just use HDF5 or Parquet, or CSV + https://github.com/h2oai/datatable to speed up the file reading.
- Massive R analysis of Data Science Language and Job Trends 2022
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Scikit-Learn Version 1.0
> For me I had with pandas the most issues using it's multiindex.
Yessss. I loathe indices, and have never been in a situation where I was better off with them than without them.
> Regarding fast you have something like Vaex on python sid
I've never used Vaex, but I've used datatable (https://github.com/h2oai/datatable) and polars (https://github.com/pola-rs/polars). Polars is my favorite API, but datatable was faster at reading data (Polars was faster in execution). I'll have to give Vaex a try at some point.
- Show HN: Sheet2dict – simple Python XLSX/CSV reader/to dictionary converter
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Hey Reddit, here's my comprehensive course on Python Pandas, for free.
Yep. I think this is the downside to a package being entirely maintained by volunteers. In any case, Pandas is still the leading data wrangling package for Python. (I'm excited to see how datatable evolves.)
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Ditching Excel for Python in a Legacy Industry (Reinsurance)
h2o's data.table clone is fine
https://github.com/h2oai/datatable
Gooey
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Gooey: My take on a Rusty GUI framework
The name conflicts with a similar python module that allows one to turn any Python console program into a GUI with one line.
https://github.com/chriskiehl/Gooey
- FLaNK Stack Weekly 11 Dec 2023
- Turn (almost) any Python command line program into a full GUI application with one line
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Gooey: Turn almost any Python command line program into a full GUI application
Hey! Cool project! I have a question: why do you dump out sys.argv to a local file in the CWD? [0] tmp.txt is hardly a unique name… or am I missing something and this never triggers?
[0] https://github.com/chriskiehl/Gooey/blob/be4b11b8f27f500e732...
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PysimpleGUI
This might be of interest to you:
> Gooey - Turn (almost) any Python 3 Console Program into a GUI application with one line
https://github.com/chriskiehl/Gooey
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Python GUIs
I love gooey: https://github.com/chriskiehl/Gooey
It allows me to quickly slap a GUI on an existing script that accepts command-line-arguments. In the end, I get the best of both world: Discoverability from the GUI, automation through the script, and automatic feature parity between the two.
Downside: Control over the GUI layout is basic, and only "standard" GUI features work, but I never felt limited when using it.
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Launch HN: Onu (YC W23) – Turn scripts into internal tools in minutes
similar for local/individual usage:
https://github.com/chriskiehl/Gooey - take a python-CLI, make a TK-windows
and then probably even simple dashboarding like streamlit.
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This package will "GUI-fy" your functions!
Like Gooey?
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Question about 'chaining' Python scripts
As for how I'd handle it, I would probably combine both into one command-line program, with all filepaths using pathlib and letting argparse handle the options. That way you could optionally generate a GUI with gooey with little extra effort, although this would also add a dependency.
What are some alternatives?
polars - Dataframes powered by a multithreaded, vectorized query engine, written in Rust
Python Fire - Python Fire is a library for automatically generating command line interfaces (CLIs) from absolutely any Python object.
DataFrame - C++ DataFrame for statistical, Financial, and ML analysis -- in modern C++ using native types and contiguous memory storage
Tkinter-Designer - An easy and fast way to create a Python GUI 🐍
db-benchmark - reproducible benchmark of database-like ops
click - Python composable command line interface toolkit
scientific-visualization-book - An open access book on scientific visualization using python and matplotlib
typer - Typer, build great CLIs. Easy to code. Based on Python type hints.
sktime - A unified framework for machine learning with time series
asciimatics - A cross platform package to do curses-like operations, plus higher level APIs and widgets to create text UIs and ASCII art animations
vinum - Vinum is a SQL processor for Python, designed for data analysis workflows and in-memory analytics.
PySimpleGUI - Python GUIs for Humans! PySimpleGUI is the top-rated Python application development environment. Launched in 2018 and actively developed, maintained, and supported in 2024. Transforms tkinter, Qt, WxPython, and Remi into a simple, intuitive, and fun experience for both hobbyists and expert users.