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Linting and formatting Python code in Google Colab.

Project description

colablinter

PyPI version License: MIT

Overview

colablinter is an IPython magic command extension designed specifically for Jupyter and Google Colab notebooks.

It integrates the high-speed linter ruff and import sorter isort to perform code quality checks, fix issues, and enforce formatting standards.

It allows developers to lint and format code on a cell-by-cell basis or check the entire notebook with simple commands.

Magic cell Commands

Command Type Role Description
%%cl_fix Cell Magic Quality Check Fixes and Formats the current cell's code.
%%cl_report Cell Magic Quality Report Displays a linting report for the current cell.
%cl_autofix Line Magic Auto Format Activates or deactivates automatic code fixing and formatting before every cell execution.
%cl_report Line Magic Quality Check Displays a linting report for the entire saved notebook (requires Google Drive mount).

After executing a magic command, the original code of the cell is executed (if applicable to the command).

Installation

Requires Python 3.12 or newer.

pip install colablinter

Usage

The extension must be explicitly loaded in the notebook session before use.

%load_ext colablinter
  1. Fix and Format cell (%%cl_fix)

    %%cl_fix corrects code and runs the formatter. The cell executes the original code.

    %%cl_format
    import sys
    import os
    def calculate_long_sum(a,b,c,d,e,f):
        return (a+b+c)*(d+e+f)  # messy
    

    Replaced code:

    import os
    import sys
    from datetime import datetime
    
    
    def calculate_long_sum(a, b, c, d, e, f):
        return (a + b + c) * (d + e + f)  # messy
    
  2. Check cell quality (%%cl_report)

    Use %%cl_report to see linting reports for the code below the command.

    %%cl_check
    
    def invalid_code(x):
        return x + y # 'y' is not defined
    

    Output examples:

    ---- Code Quality & Style Check Report ----
    F821 Undefined name `y`
    --> notebook_cell.py:3:16
    |
    2 | def invalid_code(x):
    3 |     return x + y # 'y' is not defined
    |                  ^
    |
    
    Found 1 error.
    -------------------------------------------
    

    Note: After the report is displayed, the code in the cell executes as normal. If errors exist (like F821), execution will fail.

  3. Check entire notebook (%cl_report)

    Use line magic %cl_report to check across the entire saved notebook file (requires the notebook to be saved to Google Drive and mounted).

    %cl_report
    
  4. Activate/Deactivate Auto Format (%cl_autofix) The %cl_autofix line magic allows you to automatically format code before every code cell is executed.

    To Activate Auto Formatting:

    %cl_autofix on # off when you want to deactivate
    

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