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"""gr.SimpleImage() component.""" | |
from __future__ import annotations | |
from pathlib import Path | |
from typing import Any | |
from gradio_client import file | |
from gradio.components.base import Component | |
from gradio.data_classes import GradioRootModel, FileData | |
from gradio.events import Events | |
class RerunData(GradioRootModel): | |
""" | |
Data model for Rerun component it can be a list of FileData, FileData, or as list of URLs. | |
""" | |
root: list[FileData] | FileData | str | list[str] | |
class Rerun(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 = RerunData | |
def __init__( | |
self, | |
value: list[str] | None = None, | |
*, | |
label: str | None = None, | |
every: float | None = None, | |
show_label: bool | None = None, | |
show_download_button: bool = True, | |
container: bool = True, | |
scale: int | None = None, | |
min_width: int = 160, | |
height: int | str = 640, | |
interactive: bool | None = None, | |
visible: bool = True, | |
elem_id: str | None = None, | |
elem_classes: list[str] | str | None = None, | |
render: bool = True, | |
): | |
""" | |
Parameters: | |
value: A path or URL for the default value that Rerun 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. Appears above the component 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 is assigned to. | |
every: If `value` is a callable, run the function 'every' number of seconds while the client connection is open. Has no effect otherwise. Queue must be enabled. The event can be accessed (e.g. to cancel it) via this component's .load_event attribute. | |
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. | |
height: height of component in pixels. If a string is provided, will be interpreted as a CSS value. If None, will be set to 640px. | |
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. | |
""" | |
self.show_download_button = show_download_button | |
self.height = height | |
super().__init__( | |
label=label, | |
every=every, | |
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, | |
value=value, | |
) | |
def preprocess(self, payload: FileData | list[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 | |
def postprocess( | |
self, value: list[FileData] | FileData | str | list[str] | |
) -> RerunData: | |
""" | |
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 RerunData(root=[]) | |
if not isinstance(value, list): | |
value = [value] | |
def is_url(input: str) -> bool: | |
return input.startswith("http://") or input.startswith("https://") | |
return RerunData( | |
root=[ | |
FileData( | |
path=file, | |
orig_name=Path(file).name, | |
size=Path(file).stat().st_size, | |
) | |
if not is_url(file) | |
else file | |
for file in value | |
] | |
) | |
def example_payload(self) -> Any: | |
return [ | |
file( | |
"https://app.rerun.io/version/0.15.1/examples/detect_and_track_objects.rrd" | |
), | |
file( | |
"https://app.rerun.io/version/0.15.1/examples/detect_and_track_objects.rrd" | |
), | |
] | |
def example_value(self) -> Any: | |
return [ | |
"https://app.rerun.io/version/0.15.1/examples/detect_and_track_objects.rrd", | |
"https://app.rerun.io/version/0.15.1/examples/detect_and_track_objects.rrd", | |
] | |