lazy_table - a python-tabulate wrapper for producing tables from generators

Last update: Nov 12, 2022

Overview

A python-tabulate wrapper for producing tables from generators.

Motivation

lazy_table is useful when (i) each row of your table is generated by a possibly expensive computation and (ii) you want to print rows to the screen as soon as they are available.

For example, the rows in the table below correspond to numerically solving an ordinary differential equation with progressively more steps. See examples/euler_vdp.py for the code to generate this table.

Here is the same example with a progress bar.

Installation and usage

Install lazy_table via pip:

$ pip install lazy_table

In your Python code, add

import lazy_table as lt

Now, generating your own lazy table is as simple as calling lt.stream on a generator that yields one or more lists, where each list is a row of your table (see the example below).

Example

As a toy example, consider printing the first 10 Fibonacci numbers in a table. Since this is a relatively cheap operation, we will pretend it is expensive by adding an artificial sleep(1) call beteween Fibonacci numbers.

import time
import lazy_table as lt

def fib_table(n):
     x0, x1 = 0, 1
     yield [0, x0]
     yield [1, x1]
     for i in range(2, n + 1):
         time.sleep(1)  # Simulate work
         x0, x1 = x1, x0 + x1
         yield [i, x1]

lt.stream(fib_table(10), headers=['N', 'F_N'])

Your final table should look like this:

You can also specify an "artist" that determines how the table is rendered. For example, the ConsoleWithProgress artist displays a progress bar alongside the table indicating the percentage of rows completed:

n_rows = 10
artist = lt.artists.ConsoleWithProgress()
lt.stream(fib_table(n_rows), headers=['N', 'F_N'], n_rows=n_rows, artist=artist)

You might also like...

cli simple python script to interact with iphone afc api based on python library( tidevice )

afcclient cli simple python script to interact with iphone afc api based on python library( tidevice ) installation pip3 install -U tidevice cp afccli

2 Jul 15, 2022

Python command line tool and python engine to label table fields and fields in data files.

Python command line tool and python engine to label table fields and fields in data files. It could help to find meaningful data in your tables and data files or to find Personal identifable information (PII).

22 Dec 5, 2022

xonsh is a Python-powered, cross-platform, Unix-gazing shell

xonsh is a Python-powered, cross-platform, Unix-gazing shell language and command prompt.

6.7k Dec 31, 2022

A command-line utility that creates projects from cookiecutters (project templates), e.g. Python package projects, VueJS projects.

Cookiecutter A command-line utility that creates projects from cookiecutters (project templates), e.g. creating a Python package project from a Python

18.6k Dec 30, 2022

Dead simple CLI tool to try Python packages - It's never been easier! :package:

try - It's never been easier to try Python packages try is an easy-to-use cli tool to try out Python packages. Features Install specific package versi

659 Dec 28, 2022

Python commandline tool for remembering linux/terminal commands

ehh Remember linux commands Commandline tool for remembering linux/terminal commands. It stores your favorite commands in ~/ehh.json in your homedir a

56 Nov 10, 2022

A Telegram Bot Written In Python To Upload Medias To telegra.ph

Telegraph-Uploader A Telegram Bot Written In Python To Upload Medias To telegra.ph DEPLOY YOU CAN SIMPLY DEPLOY ON HEROKU BY CLICKING THE BUTTON BELOW

31 Dec 3, 2022

Rich is a Python library for rich text and beautiful formatting in the terminal.

The Rich API makes it easy to add color and style to terminal output. Rich can also render pretty tables, progress bars, markdown, syntax highlighted source code, tracebacks, and more — out of the box.

41.4k Jan 3, 2023

CLI tool and python library that converts the output of popular command-line tools and file-types to JSON or Dictionaries. This allows piping of output to tools like jq and simplifying automation scripts.

jc JSONifies the output of many CLI tools and file-types for easier parsing in scripts

5.8k Jan 3, 2023

Comments

status bar stays on screen after using ConsoleWithProgress

If you stream a table with ConsoleWithProgress, it works great. But I have more output to display after the table but the 100% progress bar is stuck somehow on the bottom of the screen.

example

lazy_table.stream(...artist=lazy_table.artists.ConsoleWithProgress()) print("Hello world!") # this line will be above the status bar.

I think after the table is printed the cursor is positioned before the status bar and it inserts any additional output before the status bar.

Is there a way to remove the status bar when complete?

opened by amm042 2

Remove tqdm

Removes tqdm as a dependency in lieu of a custom progress bar and solves issue #2 in the process.

  Steps      Value          Delta       Order
-------  ---------  -------------  ----------
    200   0.785109  nan            nan
    400  -0.131546   -0.916655     nan
    800  -0.723048   -0.591502       0.631995
   1600  -1.02156    -0.298515       0.986578
   3200  -1.16159    -0.140028       1.09209
   6400  -1.22794    -0.0663467      1.07762
  12800  -1.26004    -0.0321066      1.04715
  25600  -1.27581    -0.0157701      1.02568
  51200  -1.28363    -0.00781233     1.01337
 102400  -1.28751    -0.00388776     1.00681
 204800  -1.28945    -0.00193925     1.00344
 409600  -1.29042    -0.000968464    1.00173

|████████████████████████████████| 12/12 [6.22s, 1.93it/s]

opened by parsiad 0

Releases(v0.2.1)

v0.2.1(Feb 2, 2022)
Bug fixes

Fix issue in which status bar stays on screen after using ConsoleWithProgress (#2) by removing tqdm (#3) (thanks for reporting this issue, @amm042!)

Source code(tar.gz)
Source code(zip)
v0.2.0(Sep 30, 2021)
New features

Add progress bar (#1, thanks @emarteca!)

Source code(tar.gz)
Source code(zip)
v0.1.0(Sep 25, 2021)

Source code(tar.gz)
Source code(zip)

Owner

Parsiad Azimzadeh

GitHub Repository https://pypi.org/project/lazy-table

Cek Username IG Yang Masih Bisa Dipake

Cek Username IG Cara Install $ pkg update && pkg upgrade $ pkg install python $ pkg install git $ git clone https://github.com/Dekusec/ig-checker $ cd

3 Nov 28, 2021

Play videos in the terminal.

Termvideo Play videos in the terminal (stdout). python main.py /path/to/video.mp4 Terminal size: -x output_width, -y output_height. Default autodetect

11 Jun 13, 2022

An question and answer shell environment based on xonsh using ansible for setup

2 Jan 11, 2022

A python command line tool to calculate options max pain for a given company symbol and options expiry date.

Options-Max-Pain-Calculator A python command line tool to calculate options max pain for a given company symbol and options expiry date. Overview - Ma

13 Dec 26, 2022

Simple Tool To Grab Like-Card Coupon

10 Jan 30, 2022

Make tree planting a part of your daily workflow. 🌳

Continuous Reforestation Make tree planting a part of your daily workflow. 🌳 A GitHub Action for planting trees within your development workflow usin

168 Dec 22, 2022

Zero-config CLI for TypeScript package development

Despite all the recent hype, setting up a new TypeScript (x React) library can be tough. Between Rollup, Jest, tsconfig, Yarn resolutions, ESLint, and

10.5k Jan 08, 2023

A Python package for Misty II development

Misty2py Misty2py is a Python 3 package for Misty II development using Misty's REST API. Read the full documentation here! Installation Poetry To inst

1 Mar 07, 2022

CLI tool to show the current crypto balance

CryptoBoard The simple python CLI tool for one currency to show the current crypto balance yours purchases. That's all. Data source is from https://ww

2 Nov 18, 2021

A CLI tool to disable and enable security standards controls in AWS Security Hub

Security Hub Controls CLI A CLI tool to disable and enable security standards controls in AWS Security Hub. It is designed to work together with AWS S

4 Nov 14, 2022

Colab-xterm allows you to open a terminal in a cell

colab-xterm Colab-xterm allows you to open a terminal in a cell. Usage Install package and load the extension !pip install git+https://github.com/popc

194 Dec 29, 2022

A terminal spreadsheet multitool for discovering and arranging data

VisiData v2.6.1 A terminal interface for exploring and arranging tabular data. VisiData supports tsv, csv, sqlite, json, xlsx (Excel), hdf5, and many

6.2k Jan 04, 2023

Centauro - a command line tool with some network management functionality

Centauro Ferramenta de rede O Centauro é uma ferramenta de linha de comando com

1 Jan 01, 2022

Lets you view, edit and execute Jupyter Notebooks in the terminal.

684 Dec 28, 2022

A simple automation script that logs into your kra account and files your taxes with one command

EASY_TAX A simple automation script that logs into your kra account and files your taxes with one command Currently works for Chrome users. Will creat

13 Sep 23, 2021

Logic-Sim - A clone of 'Digital Logic Sim' from Sebastian Lague

Logic Simulator This is a clone of 'Digital Logic Sim' from Sebastian Lague. But

1 Feb 01, 2022

Dark powered asynchronous completion framework for neovim/Vim8

deoplete.nvim Dark powered asynchronous completion framework for neovim/Vim8 Note: The development of this plugin is finished. Accepts minor patches a

5.9k Dec 30, 2022

Command line util for grep.app - Search across a half million git repos

grepgithub Command line util for grep.app - Search across a half million git repos Grepgithub uses grep.app API to search GitHub repositories, providi

18 Dec 28, 2022

Calculator for CLI. Made with Python

2 Jan 07, 2022

Random scripts and other bits for interacting with the SpaceX Starlink user terminal hardware

starlink-grpc-tools This repository has a handful of tools for interacting with the gRPC service implemented on the Starlink user terminal (AKA "the d

270 Dec 29, 2022