Measure file similarity in a many-to-many fashion

Overview

Mesi

Lint and Test codecov PyPI PyPI - Downloads License


Mesi is a tool to measure the similarity in a many-to-many fashion of long-form documents like Python source code or technical writing. The output can be useful in determining which of a collection of files are the most similar to each other.

Installation

Python 3.9+ and pipx are recommended, although Python 3.6+ and/or pip will also work.

pipx install mesi

If you'd like to test out Mesi before installing it, use the remote execution feature of pipx, which will temporarily download Mesi and run it in an isolated virtual environment.

pipx run mesi --help

Usage

For a directory structure that looks like:

lab-one
├── StudentOne
│   ├── pyproject.toml
│   ├── deliverables
│   │   └── python_program.py
│   └── README.md
├── StudentTwo
│   ├── pyproject.toml
│   ├── deliverables
│   │   └── python_program.py
│   └── README.md
│

where similarity should be measured between each student's deliverables/python_program.py file, run the command:

mesi lab-one/*/deliverables/python_program.py

A lower distance in the produced table equates to a higher degree of similarity.

See the help menu (mesi --help) for additional options and configuration.

Algorithms

There are many algorithms to choose from when comparing string similarity! Mesi implements all the algorithms provided by TextDistance. In general levenshtein is never a bad choice, which is why it is the default.

Bugs/Requests

Please use the GitHub issue tracker to submit bugs or request new features, options, or algorithms.

Dependencies

Mesi uses two primary dependencies for text similarity calculation: polyleven, and TextDistance. Polyleven is the default, as its singular implementation of Levenshtein distance can be faster in most situations. However, if a different edit distance algorithm is requested, TextDistance's implementations will be used.

License

Distributed under the terms of the GPL v3 license, mesi is free and open source software.

You might also like...
File-manager - A basic file manager, written in Python

File Manager A basic file manager, written in Python. Installation Install Pytho

Two scripts help you to convert csv file to md file by template

Two scripts help you to convert csv file to md file by template. One help you generate multiple md files with different filenames from the first colume of csv file. Another can generate one md file with several blocks.

A simple Python code that takes input from a csv file and makes it into a vcf file.

Contacts-Maker A simple Python code that takes input from a csv file and makes it into a vcf file. Imagine a college or a large community where each y

This program can help you to move and rename many files at once
This program can help you to move and rename many files at once

This program can help you to rename and save many files in a folder in seconds, but don't give the same name to files, it can delete both files.

Object-oriented file system path manipulation

path (aka path pie, formerly path.py) implements path objects as first-class entities, allowing common operations on files to be invoked on those path

An object-oriented approach to Python file/directory operations.

Unipath An object-oriented approach to file/directory operations Version: 1.1 Home page: https://github.com/mikeorr/Unipath Docs: https://github.com/m

File support for asyncio

aiofiles: file support for asyncio aiofiles is an Apache2 licensed library, written in Python, for handling local disk files in asyncio applications.

Object-oriented file system path manipulation

path (aka path pie, formerly path.py) implements path objects as first-class entities, allowing common operations on files to be invoked on those path

A platform independent file lock for Python
A platform independent file lock for Python

py-filelock This package contains a single module, which implements a platform independent file lock in Python, which provides a simple way of inter-p

Releases(v1.1.0)
  • v1.1.0(Dec 8, 2021)

    This release adds an --average option, which prints the average distance computed against the given files after the individual comparison distances. An unimplemented --distribution option, intended for use in the future, was also added.

    Source code(tar.gz)
    Source code(zip)
  • v1.0.2(Oct 26, 2021)

    This release adds more documentation, a --version option, and removes the bright white table styling from previous versions that were hard to read on light-themed terminals.

    Full Changelog: https://github.com/Michionlion/mesi/compare/v1.0.1...v1.0.2

    Source code(tar.gz)
    Source code(zip)
  • v1.0.1(Oct 26, 2021)

    This release fixes a bug where in some situations, some distinct parts of compared file names were not displayed. Additionally, a new option, --table-format, was added. This allows configuration of the output table format, using tabulate's table formats.

    Full Changelog: https://github.com/Michionlion/mesi/compare/v1.0.0...v1.0.1

    Source code(tar.gz)
    Source code(zip)
  • v1.0.0(Oct 25, 2021)

    Mesi is a tool to check the similarity between many different files; this is its first release, with support for many basic features and lots of text similarity/distance algorithms. You can even try out Mesi without downloading it!

    pipx run mesi --help
    

    If you don't have pipx installed, you may need to install it, but that's something you should do anyways. :smile:

    Source code(tar.gz)
    Source code(zip)
Owner
GatorEducator
Software tools developed at Allegheny College for computer science courses
GatorEducator
A Certificate renaming tool made for IEEE CS SBC, SJCE.

PDF Batch Renamer Made for IEEE CS SBC, SJCE How to use? Before using the python script, ensure that pytesseract, pdf2image, opencv and other supporti

Ashwin Kumar U 2 Nov 14, 2021
Python library and shell utilities to monitor filesystem events.

Watchdog Python API and shell utilities to monitor file system events. Works on 3.6+. If you want to use Python 2.6, you should stick with watchdog

Yesudeep Mangalapilly 5.6k Jan 04, 2023
Listreqs is a simple requirements.txt generator. It's an alternative to pipreqs

⚡ Listreqs Listreqs is a simple requirements.txt generator. It's an alternative to pipreqs. Where in Pipreqs, it helps you to Generate requirements.tx

Soumyadip Sarkar 4 Oct 15, 2021
LightCSV - This CSV reader is implemented in just pure Python.

LightCSV Simple light CSV reader This CSV reader is implemented in just pure Python. It allows to specify a separator, a quote char and column titles

Jose Rodriguez 6 Mar 05, 2022
organize - The file management automation tool

organize - The file management automation tool

Thomas Feldmann 1.5k Jan 01, 2023
A simple file sharing tool written in python

Share it A simple file sharing tool written in python Installation If you are using Windows os you can directly Run .exe file -- download If you are

Sachit Yadav 7 Dec 16, 2022
Python script for converting figma produced SVG files into C++ JUCE framework source code

AutoJucer Python script for converting figma produced SVG files into C++ JUCE framework source code Watch the tutorial here! Getting Started Make some

SuperConductor 1 Nov 26, 2021
Simple, convenient and cross-platform file date changing library. 📝📅

Simple, convenient and cross-platform file date changing library.

kubinka0505 15 Dec 18, 2022
BOOTH宛先印刷用CSVから色々な便利なリストを作成してCSVで出力するプログラムです。

BOOTH注文リスト作成スクリプト このPythonスクリプトは、BOOTHの「宛名印刷用CSV」から、 未発送の注文 今月の注文 特定期間の注文 を抽出した上で、各注文を商品毎に一覧化したCSVとして出力するスクリプトです。 簡単な使い方 ダウンロード 通常は、Relaseから、booth_ord

hinananoha 1 Nov 28, 2021
Extract the windows major and minor build numbers from an ISO file, and automatically sort the iso files.

WindowsBuildFromISO Extract the windows major and minor build numbers from an ISO file, and automatically sort the iso files. Features Parse multiple

Podalirius 9 Nov 09, 2022
Find potentially sensitive files

find_files Find potentially sensitive files This script searchs for potentially sensitive files based off of file name or string contained in the file

4 Aug 20, 2022
CleverCSV is a Python package for handling messy CSV files.

CleverCSV is a Python package for handling messy CSV files. It provides a drop-in replacement for the builtin CSV module with improved dialect detection, and comes with a handy command line applicati

The Alan Turing Institute 1k Dec 19, 2022
A Python library that provides basic functions to read / write Aseprite format files

A Python library that provides basic functions to read / write Aseprite format files

Joe Trewin 1 Jan 13, 2022
Test app for importing contact information in CSV files.

Contact Import TestApp Test app for importing contact information in CSV files. Explore the docs » · Report Bug · Request Feature Table of Contents Ab

1 Feb 06, 2022
PaddingZip - a tool that you can craft a zip file that contains the padding characters between the file content.

PaddingZip - a tool that you can craft a zip file that contains the padding characters between the file content.

phithon 53 Nov 07, 2022
Utils for streaming large files (S3, HDFS, gzip, bz2...)

smart_open — utils for streaming large files in Python What? smart_open is a Python 3 library for efficient streaming of very large files from/to stor

RARE Technologies 2.7k Jan 06, 2023
Nintendo Game Boy music assembly files parser into musicxml format

GBMusicParser Nintendo Game Boy music assembly files parser into musicxml format This python code will get an file.asm from the disassembly of a Game

1 Dec 11, 2021
Powerful Python library for atomic file writes.

Powerful Python library for atomic file writes.

Markus Unterwaditzer 313 Oct 19, 2022
Uncompress DEFLATE streams in pure Python

stream-inflate Uncompress DEFLATE streams in pure Python. Installation pip install stream-inflate Usage from stream_inflate import stream_inflate impo

Michal Charemza 7 Oct 13, 2022
Python Fstab Generator is a small Python script to write and generate /etc/fstab files based on yaml file on Unix-like systems.

PyFstab Generator PyFstab Generator is a small Python script to write and generate /etc/fstab files based on yaml file on Unix-like systems. NOTE : Th

Mahdi 2 Nov 09, 2021