Nb Mypy is a facility to automatically run mypy on Jupyter notebook cells as they are executed, whilst retaining information about the execution history.
Project description
Nb Mypy
Nb Mypy is a facility to automatically run mypy
on Jupyter notebook cells as they are executed, whilst retaining information about the execution history.
Installation
- Nb Mypy relies on the packages mypy and astor, but those should be automatically installed.
- Nb Mypy can be installed like:
python3 -m pip install nb_mypy
Once installed, you can load it via %load_ext nb_mypy
in a cell of a Jupyter notebook using the IPython kernel.
Installation from source
The package can also be installed from source, using pip:
python3 -m pip install .
Usage
In Jupyter notebooks where you want to apply
automatic type checking,
you can load this extension to do type checking by executing
(in a code cell) the line magic %load_ext nb_mypy
.
With the line magic %nb_mypy
you can modify the behaviour of Nb Mypy
Here are the ways to use the line magic %nb_mypy
%nb_mypy -v
: show version%nb_mypy
: show the current state%nb_mypy On
: enable automatic type checking%nb_mypy Off
: disable automatic type checking%nb_mypy DebugOn
: enable debug mode%nb_mypy DebugOff
: disable debug mode%nb_mypy mypy-options
[OPTIONS]: Provide extra options to mypy (for example --strict)
Load automatically
This package is an iPython extension, thus it can be loaded automatically by adding the following line to your iPython configuration file.
c.InteractiveShellApp.extensions = ['nb_mypy']
The configuration file can (probably) be found at ~/.ipython/profile_default/ipython_config.py
or created by executing ipython profile create
.
To add options, for instance, always have strict type checking on, you can add the following.
c.InteractiveShellApp.exec_lines = ['%nb_mypy mypy-options --strict']
Examples
For examples, see the Jupyter notebook Nb_Mypy.ipynb
.
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