python-tabulate
typer
python-tabulate | typer | |
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24 | 88 | |
1,976 | 14,398 | |
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0.0 | 8.7 | |
21 days ago | 5 days ago | |
Python | Python | |
MIT License | MIT License |
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python-tabulate
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I don't always use LaTeX, but when I do, I compile to HTML (2013)
pandas.DataFrame().to_latex() [1] and tabulate [2] support latex table output.
[1] https://pandas.pydata.org/docs/reference/api/pandas.DataFram...
[2] https://github.com/astanin/python-tabulate/blob/master/tabul...
- Access LangChain with ChatGPT right from your CLI
- FLiPN-FLaNK Stack Weekly for 20 March 2023
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Looking for help using the module table2ascii alongside pandas.
pandas uses tabulate
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How can I create a class that will perform an action and return the corresponding table?
As a general piece of advice, the tabulate package is useful for neatly formatting spreadsheet-style data, as is the pandas package, although tabulate is much simpler to use.
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Need help formatting output to use columns
There are ways to do it manually with padding/alignment, but using the built-in csv module to read the file and tabulate to format it is probably the easiest way.
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Is there a better way to print() a table?
If you're not against a third-party library, consider tabulate.
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Cleaning up some of my output.
You mean output to the terminal? You could use a module like tabulate or pandas to do that for you. You could also write a quick function yourself that does the same thing; that would be a fairly easy project. Just transpose the data, calculate the max length in each column, then print row by row while padding to the max length. Probably 8 lines of code.
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typer
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Github Sponsor Sebastián RamÃrez Python programmer
He is probably most well know for creating FastAPI that I taught to some of my clients and Typer that I've never used.
- Typer: Python library for building CLI applications
- Copilot for your GitHub stars
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Things I've learned about building CLI tools in Python
I have been using Typer on every one of my CLI projects which uses Click under the hood. The documentation is fantastic, the CLI app it produces looks great and lets you create things quickly. I high recommend it.
https://typer.tiangolo.com/
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Things to do with standalone script
Adding CLI capabilities. My preferred library here is typer.
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Where to start for managing a Python code base for public distribution
I just heard about this but it seems to be pretty much the type of thing you want and want fast.
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Help on Docstrings
Docstrings are for documenting how a function/ class/ method/ module works. Often you don't need to add a docstring to your main function because no one will be importing it to use elsewhere. And if you want it to run as a CLI, then there are better ways to document the available options. For example, typer does most of it for you, or in click you add the help text to the decorator.
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Which best practices do you follow to build robust & extensible ETL jobs?
Most computing tasks in airflow DAGs are KubernetesPodOperator containing a CLI (Python Typer). It allows us to pass arguments easily to run DAG manually if needed (the new UI to pass arguments to DAG in airflow 2.6 is really nice). Arguments allow us to replay DAG easily (change start / end dates for instance).
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Devs on teams that deploy anytime you want, what does your SDLC workflow look like?
So it's basically the main .gitlab-ci.yml file plus a separate Python CI app using Typer for the AWS instrumentation.
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The different uses of Python type hints
Similarly for Typer, which is literally "the FastAPI of CLIs"[1]. Handy to type your `main` parameters and have CLI argument parsing. For more complicated cases, it's a wrapper around Click.
[1] https://typer.tiangolo.com/
What are some alternatives?
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
click - Python composable command line interface toolkit
rich - Rich is a Python library for rich text and beautiful formatting in the terminal.
Python Fire - Python Fire is a library for automatically generating command line interfaces (CLIs) from absolutely any Python object.
pytablewriter - pytablewriter is a Python library to write a table in various formats: AsciiDoc / CSV / Elasticsearch / HTML / JavaScript / JSON / LaTeX / LDJSON / LTSV / Markdown / MediaWiki / NumPy / Excel / Pandas / Python / reStructuredText / SQLite / TOML / TSV.
Gooey - Turn (almost) any Python command line program into a full GUI application with one line
textual - The lean application framework for Python. Build sophisticated user interfaces with a simple Python API. Run your apps in the terminal and a web browser.
python-prompt-toolkit - Library for building powerful interactive command line applications in Python
batgrl - badass terminal graphics library
cement - Application Framework for Python