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holoviz
GitHub Repository: holoviz/panel
 Path: blob/main/examples/reference/custom_components/JSComponent.ipynb
2011 views
Kernel: Unknown Kernel
import panel as pn

pn.extension()

JSComponent simplifies the creation of custom Panel components using JavaScript.

import panel as pn
import param

from panel.custom import JSComponent


class CounterButton(JSComponent):

    value = param.Integer()

    _esm = """
    export function render({ model }) {
      let btn = document.createElement("button");
      btn.innerHTML = `count is ${model.value}`;
      btn.addEventListener("click", () => {
        model.value += 1
      });
      model.on('value', () => {
        btn.innerHTML = `count is ${model.value}`;
      })
      return btn
    }
    """

CounterButton().servable()

:::{note} JSComponent was introduced in June 2024 as a successor to ReactiveHTML.

JSComponent bears similarities to AnyWidget, but it is specifically optimized for use with Panel.

If you are looking to create custom components using Python and Panel component only, check out Viewer. :::

API

JSComponent Attributes

  • _esm (str | PurePath): This attribute accepts either a string or a path that points to an ECMAScript module. The ECMAScript module should export a render function which returns the HTML element to display. In a development environment such as a notebook or when using --dev flag, the module will automatically reload upon saving changes.

  • _importmap (dict | None): This optional dictionary defines an import map, allowing you to customize how module specifiers are resolved.

  • _stylesheets (optional list of strings): This optional attribute accepts a list of CSS strings or paths to CSS files. It supports automatic reloading in development environments.

:::note

You may specify a path to a file as a string instead of a PurePath. The path should be specified relative to the file its specified in.

:::

render Function

The _esm attribute must export the render function. It accepts the following parameters:

  • model: Represents the Parameters of the component and provides methods to add (and remove) event listeners using .on and .off, render child elements using .get_child, and to .send_event back to Python.

  • view: The Bokeh view.

  • el: The HTML element that the component will be rendered into.

Any HTML element returned from the render function will be appended to the HTML element (el) of the component but you may also manually append to and manipulate the el directly.

Callbacks

The model.on and model.off methods allow registering event handlers inside the render function. This includes the ability to listen to parameter changes and register lifecycle hooks.

Change Events

The following signatures are valid when listening to change events:

  • .on('<parameter>', callback): Allows registering an event handler for a single parameter.

  • .on(['<parameter>', ...], callback): Allows adding an event handler for multiple parameters at once.

  • .on('change:<parameter>', callback): The change: prefix allows disambiguating change events from lifecycle hooks should a parameter name and lifecycle hook overlap.

The change: prefix allows disambiguating change events from lifecycle hooks should a parameter name and lifecycle hook overlap.

Bidirectional Events

JS -> Python

  • .send_event('<name>', DOMEvent): Allows sending browser DOMEvent to Python and associating it with a name. An event handler can be registered by name with the .on_event method or by implementing a _handle_<name> method on the class.

  • .send_msg(data): Allows sending arbitrary data to Python. An event handler can be registered with the .on_msg(callback) method on the Python component or by implementing a _handle_msg method on the class.

Python -> JS

  • ._send_event(ESMEvent, data=msg): Allows sending arbitrary data to the frontend, which can be observed by registering a handler with .on('msg:custom', callback).

Lifecycle Hooks

  • .on('after_layout', callback): Called whenever the layout around the component is changed.

  • .on('after_render', callback): Called once after the component has been fully rendered.

  • .on('resize', callback): Called after the component has been resized.

  • .on('remove', callback): Called when the component view is being removed from the DOM.

The lifecycle: prefix allows disambiguating lifecycle hooks from change events should a parameter name and lifecycle hook overlap.

Usage

Styling with CSS

Include CSS within the _stylesheets attribute to style the component. The CSS is injected directly into the component's HTML.

import panel as pn
import param

from panel.custom import JSComponent


class StyledCounterButton(JSComponent):

    value = param.Integer()

    _stylesheets = [
        """
        button {
            background: #0072B5;
            color: white;
            border: none;
            padding: 10px;
            border-radius: 4px;
        }
        button:hover {
            background: #4099da;
        }
        """
    ]

    _esm = """
    export function render({ model }) {
      const btn = document.createElement("button");
      btn.innerHTML = `count is ${model.value}`;
      btn.addEventListener("click", () => {
        model.value += 1
      });
      model.on('value', () => {
        btn.innerHTML = `count is ${model.value}`;
      })
      return btn
    }
    """

StyledCounterButton().servable()

Send Events from JavaScript to Python

Events from JavaScript can be sent to Python using the model.send_event method. Define a handler in Python to manage these events. A handler is a method on the form _handle_<name-of-event>(self, event):

import panel as pn
import param

from panel.custom import JSComponent


class EventExample(JSComponent):

    value = param.Parameter()

    _esm = """
    export function render({ model }) {
      const btn = document.createElement('button')
      btn.innerHTML = `Click Me`
      btn.onclick = (event) => model.send_event('click', event)
      return btn
    }
    """

    def _handle_click(self, event):
        self.value = event.data

button = EventExample()

event_json = pn.pane.JSON(button.param.value)

pn.Column(button, event_json)

You can also define and send arbitrary data using the .send_msg() API and by implementing a _handle_msg method on the component:

import datetime

import panel as pn
import param

from panel.custom import JSComponent


class CustomEventExample(JSComponent):

    value = param.String()

    _esm = """
    export function render({ model }) {
      const btn = document.createElement('button')
      btn.innerHTML = `Click Me`;
      btn.onclick = (event) => {
        const currentDate = new Date();
        model.send_msg(currentDate.getTime())
      }
      return btn
    }
    """

    def _handle_msg(self, msg):
        unix_timestamp = msg/1000
        python_datetime = datetime.datetime.fromtimestamp(unix_timestamp)
        self.value = str(python_datetime)

button = CustomEventExample()

pn.Column(button, button.param.value)

Dependency Imports

JavaScript dependencies can be directly imported via URLs, such as those from esm.sh.

import panel as pn

from panel.custom import JSComponent


class ConfettiButton(JSComponent):

    _esm = """
    import confetti from "https://esm.sh/[email protected]";

    export function render() {
      let btn = document.createElement("button");
      btn.innerHTML = "Click Me";
      btn.addEventListener("click", () => {
        confetti()
      });
      return btn
    }
    """

ConfettiButton()

Use the _importmap attribute for more concise module references.

import panel as pn

from panel.custom import JSComponent


class ConfettiButton(JSComponent):
    _importmap = {
        "imports": {
            "canvas-confetti": "https://esm.sh/[email protected]",
        }
    }

    _esm = """
    import confetti from "canvas-confetti";

    export function render() {
      let btn = document.createElement("button");
      btn.innerHTML = `Click Me`;
      btn.addEventListener("click", () => {
        confetti()
      });
      return btn
    }
    """

ConfettiButton()

See import map for more info about the import map format.

External Files

You can load JavaScript and CSS from files by providing the paths to these files.

Create the file counter_button.py.

from pathlib import Path

import param
import panel as pn

from panel.custom import JSComponent

pn.extension()

class CounterButton(JSComponent):

    value = param.Integer()

    _esm = Path("counter_button.js")
    _stylesheets = [Path("counter_button.css")]

CounterButton().servable()

Now create the file counter_button.js.

export function render({ model }) {
  let btn = document.createElement("button");
  btn.innerHTML = `count is ${model.value}`;
  btn.addEventListener("click", () => {
    model.value += 1;
  });
  model.on('value', () => {
    btn.innerHTML = `count is ${model.value}`;
  });
  return btn;
}

Now create the file counter_button.css.

button {
    background: #0072B5;
    color: white;
    border: none;
    padding: 10px;
    border-radius: 4px;
}
button:hover {
    background: #4099da;
}

Serve the app with panel serve counter_button.py --dev.

You can now edit the JavaScript or CSS file, and the changes will be automatically reloaded.

  • Try changing the innerHTML from count is ${model.value} to COUNT IS ${model.value} and observe the update. Note you must update innerHTML in two places.

  • Try changing the background color from #0072B5 to #008080.

Displaying A Single Child

You can display Panel components (Viewables) by defining a Child parameter.

Lets start with the simplest example:

import panel as pn

from panel.custom import Child, JSComponent

class Example(JSComponent):

    child = Child()

    _esm = """
    export function render({ model }) {
      const button = document.createElement("button");
      button.append(model.get_child("child"))
      return button
    }"""

Example(child=pn.panel("A **Markdown** pane!"))

If you provide a non-Viewable child it will automatically be converted to a Viewable by pn.panel:

Example(child="A **Markdown** pane!")

If you want to allow a certain type of Panel components only you can specify the specific type in the class_ argument.

import panel as pn

from panel.custom import Child, JSComponent

class Example(JSComponent):

    child = Child(class_=pn.pane.Markdown)

    _esm = """
    export function render({ model }) {
      const button = document.createElement("button");
      button.append(model.get_child("child"))
      return button
    }"""

Example(child=pn.panel("A **Markdown** pane!"))

The class_ argument also supports a tuple of types:

    child = Child(class_=(pn.pane.Markdown, pn.pane.HTML))

Displaying a List of Children

You can also display a List of Viewable objects using the Children parameter type:

import panel as pn

from panel.custom import Children, JSComponent


class Example(JSComponent):

    objects = Children()

    _esm = """
    export function render({ model }) {
      const div = document.createElement('div')
      div.append(...model.get_child("objects"))
      return div
    }"""


Example(
    objects=[pn.panel("A **Markdown** pane!"), pn.widgets.Button(name="Click me!"), {"text": "I'm shown as a JSON Pane"}]
)

:::note You can change the item_type to a specific subtype of Viewable or a tuple of Viewable subtypes. :::

References

Tutorials

How-To Guides

Reference Guides