A newer version of the Gradio SDK is available:
5.11.0
The Frontend 🌐⭐️
This guide will cover everything you need to know to implement your custom component's frontend.
Tip: Gradio components use Svelte. Writing Svelte is fun! If you're not familiar with it, we recommend checking out their interactive guide.
The directory structure
The frontend code should have, at minimum, three files:
Index.svelte
: This is the main export and where your component's layout and logic should live.Example.svelte
: This is where the example view of the component is defined.
Feel free to add additional files and subdirectories.
If you want to export any additional modules, remember to modify the package.json
file
"exports": {
".": "./Index.svelte",
"./example": "./Example.svelte",
"./package.json": "./package.json"
},
The Index.svelte file
Your component should expose the following props that will be passed down from the parent Gradio application.
import type { LoadingStatus } from "@gradio/statustracker";
import type { Gradio } from "@gradio/utils";
export let gradio: Gradio<{
event_1: never;
event_2: never;
}>;
export let elem_id = "";
export let elem_classes: string[] = [];
export let scale: number | null = null;
export let min_width: number | undefined = undefined;
export let loading_status: LoadingStatus | undefined = undefined;
export let mode: "static" | "interactive";
elem_id
andelem_classes
allow Gradio app developers to target your component with custom CSS and JavaScript from the PythonBlocks
class.scale
andmin_width
allow Gradio app developers to control how much space your component takes up in the UI.loading_status
is used to display a loading status over the component when it is the output of an event.mode
is how the parent Gradio app tells your component whether theinteractive
orstatic
version should be displayed.gradio
: Thegradio
object is created by the parent Gradio app. It stores some application-level configuration that will be useful in your component, like internationalization. You must use it to dispatch events from your component.
A minimal Index.svelte
file would look like:
<script lang="ts">
import type { LoadingStatus } from "@gradio/statustracker";
import { Block } from "@gradio/atoms";
import { StatusTracker } from "@gradio/statustracker";
import type { Gradio } from "@gradio/utils";
export let gradio: Gradio<{
event_1: never;
event_2: never;
}>;
export let value = "";
export let elem_id = "";
export let elem_classes: string[] = [];
export let scale: number | null = null;
export let min_width: number | undefined = undefined;
export let loading_status: LoadingStatus | undefined = undefined;
export let mode: "static" | "interactive";
</script>
<Block
visible={true}
{elem_id}
{elem_classes}
{scale}
{min_width}
allow_overflow={false}
padding={true}
>
{#if loading_status}
<StatusTracker
autoscroll={gradio.autoscroll}
i18n={gradio.i18n}
{...loading_status}
/>
{/if}
<p>{value}</p>
</Block>
The Example.svelte file
The Example.svelte
file should expose the following props:
export let value: string;
export let type: "gallery" | "table";
export let selected = false;
export let samples_dir: string;
export let index: number;
value
: The example value that should be displayed.type
: This is a variable that can be either"gallery"
or"table"
depending on how the examples are displayed. The"gallery"
form is used when the examples correspond to a single input component, while the"table"
form is used when a user has multiple input components, and the examples need to populate all of them.selected
: You can also adjust how the examples are displayed if a user "selects" a particular example by using the selected variable.samples_dir
: A URL to prepend tovalue
if your example is fetching a file from the serverindex
: The current index of the selected value.Any additional props your "non-example" component takes!
This is the Example.svelte
file for the code Radio
component:
<script lang="ts">
export let value: string;
export let type: "gallery" | "table";
export let selected = false;
</script>
<div
class:table={type === "table"}
class:gallery={type === "gallery"}
class:selected
>
{value}
</div>
<style>
.gallery {
padding: var(--size-1) var(--size-2);
}
</style>
Handling Files
If your component deals with files, these files should be uploaded to the backend server.
The @gradio/client
npm package provides the upload
, prepare_files
, and normalise_file
utility functions to help you do this.
The prepare_files
function will convert the browser's File
datatype to gradio's internal FileData
type.
You should use the FileData
data in your component to keep track of uploaded files.
The upload
function will upload an array of FileData
values to the server.
The normalise_file
function will generate the correct URL for your component to fetch the file from and set it to the data
property of the FileData.
Tip: Be sure you call normalise_file
whenever your files are updated!
Here's an example of loading files from an <input>
element when its value changes.
<script lang="ts">
import { upload, prepare_files, normalise_file, type FileData } from "@gradio/client";
export let root;
export let value;
let uploaded_files;
$: value: normalise_file(uploaded_files, root)
async function handle_upload(file_data: FileData[]): Promise<void> {
await tick();
uploaded_files = await upload(file_data, root);
}
async function loadFiles(files: FileList): Promise<void> {
let _files: File[] = Array.from(files);
if (!files.length) {
return;
}
if (file_count === "single") {
_files = [files[0]];
}
let file_data = await prepare_files(_files);
await handle_upload(file_data);
}
async function loadFilesFromUpload(e: Event): Promise<void> {
const target = e.target;
if (!target.files) return;
await loadFiles(target.files);
}
</script>
<input
type="file"
on:change={loadFilesFromUpload}
multiple={true}
/>
The component exposes a prop named root
.
This is passed down by the parent gradio app and it represents the base url that the files will be uploaded to and fetched from.
For WASM support, you should get the upload function from the Context
and pass that as the third parameter of the upload
function.
<script lang="ts">
import { getContext } from "svelte";
const upload_fn = getContext<typeof upload_files>("upload_files");
async function handle_upload(file_data: FileData[]): Promise<void> {
await tick();
await upload(file_data, root, upload_fn);
}
</script>
Leveraging Existing Gradio Components
Most of Gradio's frontend components are published on npm, the javascript package repository.
This means that you can use them to save yourself time while incorporating common patterns in your component, like uploading files.
For example, the @gradio/upload
package has Upload
and ModifyUpload
components for properly uploading files to the Gradio server.
Here is how you can use them to create a user interface to upload and display PDF files.
<script>
import { type FileData, normalise_file, Upload, ModifyUpload } from "@gradio/upload";
import { Empty, UploadText, BlockLabel } from "@gradio/atoms";
</script>
<BlockLabel Icon={File} label={label || "PDF"} />
{#if value === null && interactive}
<Upload
filetype="application/pdf"
on:load={handle_load}
{root}
>
<UploadText type="file" i18n={gradio.i18n} />
</Upload>
{:else if value !== null}
{#if interactive}
<ModifyUpload i18n={gradio.i18n} on:clear={handle_clear}/>
{/if}
<iframe title={value.orig_name || "PDF"} src={value.data} height="{height}px" width="100%"></iframe>
{:else}
<Empty size="large"> <File/> </Empty>
{/if}
You can also combine existing Gradio components to create entirely unique experiences. Like rendering a gallery of chatbot conversations. The possibilities are endless, please read the documentation on our javascript packages here. We'll be adding more packages and documentation over the coming weeks!
Matching Gradio Core's Design System
You can explore our component library via Storybook. You'll be able to interact with our components and see them in their various states.
For those interested in design customization, we provide the CSS variables consisting of our color palette, radii, spacing, and the icons we use - so you can easily match up your custom component with the style of our core components. This Storybook will be regularly updated with any new additions or changes.
Conclusion
You now how to create delightful frontends for your components!