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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 to perform code quality checks and enforce standards directly within Jupyter/Colab cells.

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

After executing a cell magic command, the fixed/reported code is immediately executed (if applicable), maintaining the notebook workflow.

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 fixed code.

    %%cl_fix
    import sys
    import os
    def calculate_long_sum(a,b,c,d,e,f):
        return {"a":a,"b":b, "sum":(a+b+c)*(d+e+f)}
    

    Fixed Cell:

    import os
    import sys
    
    
    def calculate_long_sum(a, b, c, d, e, f):
        return {"a": a, "b": b, "sum": (a + b + c) * (d + e + f)}
    
  2. Check cell quality (%%cl_report)

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

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

    Output:

    [ColabLinter:INFO] F821 Undefined name `y`
    --> notebook_cell.py:2:16
    |
    1 | def invalid_code(x):
    2 |     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 Fix (%cl_autofix) The %cl_autofix line magic allows you to automatically fix code before every code cell is executed.

    To Activate Auto Fixing:

    %cl_autofix on # %cl_autofix off when you want to deactivate
    

Known Caveats & Troubleshooting

Magic Command Execution: When using %%cl_report or %%cl_fix with %cl_autofix on active, the autofix mechanism is temporarily suppressed during the final execution step to prevent infinite loops or dual checks. If you want to disable auto-fixing, use %cl_autofix off

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