A React.js inspired Component for building a simple reactive UI in Google Colaboratory.
Project description
ColabComponent
A React.js inspired Component for building a simple reactive UI in Google Colaboratory.
Why?
Sometimes there is some manual work that has to be done with your data. Instead of building a custom desktop app, why not do so in Colab?
I built this component inspired by the react framework, which provides in my opinion the best tools for quick prototype-like development ideal for custom data exploring and data analysis tools.
How?
The google.colab package offers an interface to run python functions in the output. Combine that with the fact that python notebooks can render full on HTML and you can build UIs using python, HTML, css and javascript!
Install
In a cell run:
!pip3 install colab-component
All the required dependencies are installed in the enviroment provided by google.
How to use?
The package utilises Object-Oriented inheritance and is based around the basic class Component.
Component API
| property name | type | description | overridable |
|---|---|---|---|
| render | method | the basic method, where the ui and effects are defined | ☑ |
| component_did_mount | method | a hook that is called, when the component is mounted | ☑ |
| component_did_update | method | a hook that is called, when the component is updated | ☑ |
| display | method | run to display the component | ☒ |
| register_effect | method | registers a python function such that it can be used within the HTML code | ☒ |
| state | dict | holds the info about the state of the component | ☒ |
| set_state | method | the preferred way of updating the component state | ☒ |
Example
class Counter(Component):
def __init__(self):
super().__init__()
self.state = {
'number': 1
}
self.use_add = self.register_effect('add', self.add)
def render(self):
return f'''
<h1>{self.state['number']}</h1>
<button onclick="{self.use_add()}">+1</button>
'''
def component_did_mount(self):
print('mounted')
def component_did_update(self):
print('updated')
def add(self):
self.set_state({
'number': self.state['number'] + 1
})
Counter().display()
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