xray918's picture
Upload folder using huggingface_hub
0ad74ed verified
raw
history blame
5.6 kB
"""gr.SimpleImage() component."""
from __future__ import annotations
from collections.abc import Sequence
from pathlib import Path
from typing import TYPE_CHECKING, Any
from gradio_client import handle_file
from gradio_client.documentation import document
from gradio.components.base import Component
from gradio.data_classes import FileData
from gradio.events import Events
if TYPE_CHECKING:
from gradio.components import Timer
@document()
class SimpleImage(Component):
"""
Creates an image component that can be used to upload images (as an input) or display images (as an output).
"""
EVENTS = [
Events.clear,
Events.change,
Events.upload,
]
data_model = FileData
def __init__(
self,
value: str | None = None,
*,
label: str | None = None,
every: Timer | float | None = None,
inputs: Component | Sequence[Component] | set[Component] | None = None,
show_label: bool | None = None,
show_download_button: bool = True,
container: bool = True,
scale: int | None = None,
min_width: int = 160,
interactive: bool | None = None,
visible: bool = True,
elem_id: str | None = None,
elem_classes: list[str] | str | None = None,
render: bool = True,
key: int | str | None = None,
):
"""
Parameters:
value: A path or URL for the default value that SimpleImage component is going to take. If callable, the function will be called whenever the app loads to set the initial value of the component.
label: the label for this component, displayed above the component if `show_label` is `True` and is also used as the header if there are a table of examples for this component. If None and used in a `gr.Interface`, the label will be the name of the parameter this component corresponds to.
every: Continously calls `value` to recalculate it if `value` is a function (has no effect otherwise). Can provide a Timer whose tick resets `value`, or a float that provides the regular interval for the reset Timer.
inputs: Components that are used as inputs to calculate `value` if `value` is a function (has no effect otherwise). `value` is recalculated any time the inputs change.
show_label: if True, will display label.
show_download_button: If True, will display button to download image.
container: If True, will place the component in a container - providing some extra padding around the border.
scale: relative size compared to adjacent Components. For example if Components A and B are in a Row, and A has scale=2, and B has scale=1, A will be twice as wide as B. Should be an integer. scale applies in Rows, and to top-level Components in Blocks where fill_height=True.
min_width: minimum pixel width, will wrap if not sufficient screen space to satisfy this value. If a certain scale value results in this Component being narrower than min_width, the min_width parameter will be respected first.
interactive: if True, will allow users to upload and edit an image; if False, can only be used to display images. If not provided, this is inferred based on whether the component is used as an input or output.
visible: If False, component will be hidden.
elem_id: An optional string that is assigned as the id of this component in the HTML DOM. Can be used for targeting CSS styles.
elem_classes: An optional list of strings that are assigned as the classes of this component in the HTML DOM. Can be used for targeting CSS styles.
render: If False, component will not render be rendered in the Blocks context. Should be used if the intention is to assign event listeners now but render the component later.
key: if assigned, will be used to assume identity across a re-render. Components that have the same key across a re-render will have their value preserved.
"""
self.show_download_button = show_download_button
super().__init__(
label=label,
every=every,
inputs=inputs,
show_label=show_label,
container=container,
scale=scale,
min_width=min_width,
interactive=interactive,
visible=visible,
elem_id=elem_id,
elem_classes=elem_classes,
render=render,
key=key,
value=value,
)
def preprocess(self, payload: FileData | None) -> str | None:
"""
Parameters:
payload: A FileData object containing the image data.
Returns:
A `str` containing the path to the image.
"""
if payload is None:
return None
return payload.path
def postprocess(self, value: str | Path | None) -> FileData | None:
"""
Parameters:
value: Expects a `str` or `pathlib.Path` object containing the path to the image.
Returns:
A FileData object containing the image data.
"""
if value is None:
return None
return FileData(path=str(value), orig_name=Path(value).name)
def example_payload(self) -> Any:
return handle_file(
"https://raw.githubusercontent.com/gradio-app/gradio/main/test/test_files/bus.png"
)
def example_value(self) -> Any:
return "https://raw.githubusercontent.com/gradio-app/gradio/main/test/test_files/bus.png"