Develop in an Editor#
In this section you will learn more advances techniques to develop efficiently in an editor:
Resetting the cache with
pn.state.clear_caches()orsome_cached_func.clear().Debug with Pdb by inserting a
breakpoint()
Note
This guide builds upon the Develop in an Editor (beginner) tutorial.
Note
Some of the features demonstrated in this guide might require special configuration of your editor. For configuration we refer you to the Resources section below and general resources on the web.
Resetting the Cache#
When developing with the --autoreload option and utilizing caching, you may need to reset the cache. You have the option to clear either the entire cache or just the cache for a specific function.
Execute the code below:
import panel as pn
from datetime import datetime
pn.extension()
# To clear the entire cache, uncomment the following line:
# pn.state.clear_caches()
@pn.cache
def get_data():
return datetime.now()
# To clear the cache for this specific function, uncomment:
# get_data.clear()
pn.panel(get_data).servable()
To reset the cache, uncomment and use either pn.state.clear_caches() for the entire cache or get_data.clear() for the specific function’s cache. Below is a video demonstrating this process:
Debug your App with Pdb#
A simple way to debug your apps that works in any editor is to insert a breakpoint().
Copy the code below into a file named app.py.
import panel as pn
pn.extension(design="material")
def handle_click(event):
breakpoint()
pn.widgets.Button(name="Click Me", on_click=handle_click, button_type="primary").servable()
Serve the app with panel serve app.py --autoreload.
Open http://localhost:5006/app in a browser.
The app will look something like
Click the Click Me Button.
Your terminal will look something like
$ panel serve app.py --autoreload
2024-01-20 08:12:09,512 Starting Bokeh server version 3.3.3 (running on Tornado 6.4)
2024-01-20 08:12:09,514 User authentication hooks NOT provided (default user enabled)
2024-01-20 08:12:09,516 Bokeh app running at: http://localhost:5006/app
2024-01-20 08:12:09,516 Starting Bokeh server with process id: 9768
2024-01-20 08:12:10,608 WebSocket connection opened
2024-01-20 08:12:10,608 ServerConnection created
--Return--
> /home/jovyan/app.py(6)handle_click()->None
-> breakpoint()
(Pdb)
Write event in the terminal. Press ENTER.
It should look like
Write help and press ENTER for more info. It will look like
(Pdb) help
Documented commands (type help <topic>):
========================================
EOF c d h list q rv undisplay
a cl debug help ll quit s unt
alias clear disable ignore longlist r source until
args commands display interact n restart step up
b condition down j next return tbreak w
break cont enable jump p retval u whatis
bt continue exit l pp run unalias where
Miscellaneous help topics:
==========================
exec pdb
Write c and press ENTER to continue running the code and server.
Note
For more about debugging with Pdb and breakpoint please check out the PDB Documentation.
Note
For integrated debugging in your editor, please refer to the Resources section below and general resources on the web.
Recap#
You have learned to
Reset the cache with
pn.state.clear_caches()orsome_cached_func.clear().Debug with Pdb by inserting a
breakpoint()
