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import gradio as gr | |
from app import demo as app | |
import os | |
_docs = {'PromptWeighting': {'description': 'Enables multi text input with a vertical drag to adjust the weight of each prompt.', 'members': {'__init__': {'value': {'type': 'str | dict | list | Callable | None', 'default': 'None', 'description': 'default text to provide in textbox. If callable, the function will be called whenever the app loads to set the initial value of the component.'}, 'placeholder': {'type': 'str | None', 'default': 'None', 'description': 'placeholder hint to provide behind textbox.'}, 'label': {'type': 'str | None', 'default': 'None', 'description': 'component name in interface.'}, 'every': {'type': 'float | None', 'default': 'None', 'description': "If `value` is a callable, run the function 'every' number of seconds while the client connection is open. Has no effect otherwise. The event can be accessed (e.g. to cancel it) via this component's .load_event attribute."}, 'show_label': {'type': 'bool | None', 'default': 'None', 'description': 'if True, will display label.'}, 'info': {'type': 'str | None', 'default': 'None', 'description': None}, 'scale': {'type': 'int | None', 'default': 'None', 'description': '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': {'type': 'int', 'default': '160', 'description': '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': {'type': 'bool | None', 'default': 'None', 'description': 'if True, will be rendered as an editable textbox; if False, editing will be disabled. If not provided, this is inferred based on whether the component is used as an input or output.'}, 'visible': {'type': 'bool', 'default': 'True', 'description': 'If False, component will be hidden.'}, 'rtl': {'type': 'bool', 'default': 'False', 'description': 'If True and `type` is "text", sets the direction of the text to right-to-left (cursor appears on the left of the text). Default is False, which renders cursor on the right.'}, 'elem_id': {'type': 'str | None', 'default': 'None', 'description': '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': {'type': 'list[str] | str | None', 'default': 'None', 'description': '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': {'type': 'bool', 'default': 'True', 'description': '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.'}, 'min': {'type': 'float | None', 'default': 'None', 'description': None}, 'max': {'type': 'float | None', 'default': 'None', 'description': None}, 'step': {'type': 'float | None', 'default': 'None', 'description': None}}, 'postprocess': {'value': {'type': 'str | None', 'description': 'Expects a {str} returned from function and sets textarea value to it.'}}, 'preprocess': {'return': {'type': 'str | None', 'description': 'Passes text value as a {str} into the function.'}, 'value': None}}, 'events': {'change': {'type': None, 'default': None, 'description': 'Triggered when the value of the PromptWeighting changes either because of user input (e.g. a user types in a textbox) OR because of a function update (e.g. an image receives a value from the output of an event trigger). See `.input()` for a listener that is only triggered by user input.'}, 'input': {'type': None, 'default': None, 'description': 'This listener is triggered when the user changes the value of the PromptWeighting.'}, 'submit': {'type': None, 'default': None, 'description': 'This listener is triggered when the user presses the Enter key while the PromptWeighting is focused.'}}}, '__meta__': {'additional_interfaces': {}, 'user_fn_refs': {'PromptWeighting': []}}} | |
abs_path = os.path.join(os.path.dirname(__file__), "css.css") | |
with gr.Blocks( | |
css=abs_path, | |
theme=gr.themes.Default( | |
font_mono=[ | |
gr.themes.GoogleFont("Inconsolata"), | |
"monospace", | |
], | |
), | |
) as demo: | |
gr.Markdown( | |
""" | |
# `gradio_promptweighting` | |
<div style="display: flex; gap: 7px;"> | |
<a href="https://pypi.org/project/gradio_promptweighting/" target="_blank"><img alt="PyPI - Version" src="https://img.shields.io/pypi/v/gradio_promptweighting"></a> | |
</div> | |
Simple component for creating prompt weighting for real-time generation. | |
""", elem_classes=["md-custom"], header_links=True) | |
app.render() | |
gr.Markdown( | |
""" | |
## Installation | |
```bash | |
pip install gradio_promptweighting | |
``` | |
## Usage | |
```python | |
import gradio as gr | |
from gradio_promptweighting import PromptWeighting | |
example = PromptWeighting().example_value() | |
def predict(input): | |
return (input, input) | |
with gr.Blocks() as demo: | |
with gr.Row(): | |
with gr.Column(): | |
prompt = PromptWeighting( | |
value=[ | |
{"prompt": "a cat", "scale": 1.5}, | |
{"prompt": "a dog", "scale": 1}, | |
{"prompt": "a bird", "scale": 0.5}, | |
], | |
step=0.001, | |
info="Please drag up or down to adjust the weight of the prompt.", | |
) | |
btn = gr.Button("Update Prompt") | |
with gr.Column(): | |
text = gr.Textbox( | |
label="Prompt", | |
placeholder="", | |
) | |
prompt2 = PromptWeighting(min=0, max=10, step=0.001) | |
inputs = [prompt] | |
outputs = [text, prompt2] | |
btn.click(fn=predict, inputs=inputs, outputs=outputs, show_progress=False) | |
prompt.change( | |
fn=predict, | |
inputs=inputs, | |
outputs=outputs, | |
queue=False, | |
trigger_mode="always_last", | |
show_progress=False, | |
) | |
if __name__ == "__main__": | |
demo.launch() | |
``` | |
""", elem_classes=["md-custom"], header_links=True) | |
gr.Markdown(""" | |
## `PromptWeighting` | |
### Initialization | |
""", elem_classes=["md-custom"], header_links=True) | |
gr.ParamViewer(value=_docs["PromptWeighting"]["members"]["__init__"], linkify=[]) | |
gr.Markdown("### Events") | |
gr.ParamViewer(value=_docs["PromptWeighting"]["events"], linkify=['Event']) | |
gr.Markdown(""" | |
### User function | |
The impact on the users predict function varies depending on whether the component is used as an input or output for an event (or both). | |
- When used as an Input, the component only impacts the input signature of the user function. | |
- When used as an output, the component only impacts the return signature of the user function. | |
The code snippet below is accurate in cases where the component is used as both an input and an output. | |
- **As input:** Is passed, passes text value as a {str} into the function. | |
- **As output:** Should return, expects a {str} returned from function and sets textarea value to it. | |
```python | |
def predict( | |
value: str | None | |
) -> str | None: | |
return value | |
``` | |
""", elem_classes=["md-custom", "PromptWeighting-user-fn"], header_links=True) | |
demo.load(None, js=r"""function() { | |
const refs = {}; | |
const user_fn_refs = { | |
PromptWeighting: [], }; | |
requestAnimationFrame(() => { | |
Object.entries(user_fn_refs).forEach(([key, refs]) => { | |
if (refs.length > 0) { | |
const el = document.querySelector(`.${key}-user-fn`); | |
if (!el) return; | |
refs.forEach(ref => { | |
el.innerHTML = el.innerHTML.replace( | |
new RegExp("\\b"+ref+"\\b", "g"), | |
`<a href="#h-${ref.toLowerCase()}">${ref}</a>` | |
); | |
}) | |
} | |
}) | |
Object.entries(refs).forEach(([key, refs]) => { | |
if (refs.length > 0) { | |
const el = document.querySelector(`.${key}`); | |
if (!el) return; | |
refs.forEach(ref => { | |
el.innerHTML = el.innerHTML.replace( | |
new RegExp("\\b"+ref+"\\b", "g"), | |
`<a href="#h-${ref.toLowerCase()}">${ref}</a>` | |
); | |
}) | |
} | |
}) | |
}) | |
} | |
""") | |
demo.launch() | |