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import gradio as gr
import sys
import random
import paddlehub as hub
from loguru import logger
language_translation_model = hub.Module(directory=f'./baidu_translate')
def getTextTrans(text, source='zh', target='en'):
try:
text_translation = language_translation_model.translate(text, source, target)
return text_translation
except Exception as e:
return text
model_ids = {
"models/stabilityai/stable-diffusion-2-1":"sd-v2-1",
"models/stabilityai/stable-diffusion-2":"sd-v2-0",
"models/runwayml/stable-diffusion-v1-5":"sd-v1-5",
"models/CompVis/stable-diffusion-v1-4":"sd-v1-4",
"models/prompthero/openjourney":"openjourney",
# "models/ShadoWxShinigamI/Midjourney-Rangoli":"midjourney",
"models/hakurei/waifu-diffusion":"waifu-diffusion",
"models/Linaqruf/anything-v3.0":"anything-v3.0",
}
tab_actions = []
tab_titles = []
for model_id in model_ids.keys():
print(model_id, model_ids[model_id])
try:
tab = gr.Interface.load(model_id)
tab_actions.append(tab)
tab_titles.append(model_ids[model_id])
except:
logger.info(f"load_fail__{model_id}_")
def infer(prompt):
logger.info(f"infer_1__")
prompt = getTextTrans(prompt, source='zh', target='en') + f',{random.randint(0,sys.maxsize)}'
return prompt
start_work = """async() => {
function isMobile() {
try {
document.createEvent("TouchEvent"); return true;
} catch(e) {
return false;
}
}
function getClientHeight()
{
var clientHeight=0;
if(document.body.clientHeight&&document.documentElement.clientHeight) {
var clientHeight = (document.body.clientHeight<document.documentElement.clientHeight)?document.body.clientHeight:document.documentElement.clientHeight;
} else {
var clientHeight = (document.body.clientHeight>document.documentElement.clientHeight)?document.body.clientHeight:document.documentElement.clientHeight;
}
return clientHeight;
}
function setNativeValue(element, value) {
const valueSetter = Object.getOwnPropertyDescriptor(element.__proto__, 'value').set;
const prototype = Object.getPrototypeOf(element);
const prototypeValueSetter = Object.getOwnPropertyDescriptor(prototype, 'value').set;
if (valueSetter && valueSetter !== prototypeValueSetter) {
prototypeValueSetter.call(element, value);
} else {
valueSetter.call(element, value);
}
}
var gradioEl = document.querySelector('body > gradio-app').shadowRoot;
if (!gradioEl) {
gradioEl = document.querySelector('body > gradio-app');
}
if (typeof window['gradioEl'] === 'undefined') {
window['gradioEl'] = gradioEl;
tabitems = window['gradioEl'].querySelectorAll('.tabitem');
for (var i = 0; i < tabitems.length; i++) {
tabitems[i].childNodes[0].children[0].style.display='none';
tabitems[i].childNodes[0].children[1].children[0].style.display='none';
tabitems[i].childNodes[0].children[1].children[1].children[0].children[1].style.display="none";
}
tab_demo = window['gradioEl'].querySelectorAll('#tab_demo')[0];
tab_demo.style.display = "block";
tab_demo.setAttribute('style', 'height: 100%;');
const page1 = window['gradioEl'].querySelectorAll('#page_1')[0];
const page2 = window['gradioEl'].querySelectorAll('#page_2')[0];
page1.style.display = "none";
page2.style.display = "block";
window['prevPrompt'] = '';
window['doCheckPrompt'] = 0;
window['checkPrompt'] = function checkPrompt() {
try {
texts = window['gradioEl'].querySelectorAll('textarea');
text0 = texts[0];
text1 = texts[1];
if (window['doCheckPrompt'] === 0 && window['prevPrompt'] !== text1.value) {
console.log('_____new prompt___[' + text1.value + ']_');
window['doCheckPrompt'] = 1;
window['prevPrompt'] = text1.value;
for (var i = 2; i < texts.length; i++) {
setNativeValue(texts[i], text1.value);
texts[i].dispatchEvent(new Event('input', { bubbles: true }));
}
setTimeout(function() {
btns = window['gradioEl'].querySelectorAll('button');
for (var i = 0; i < btns.length; i++) {
if (btns[i].innerText == 'Submit') {
btns[i].click();
}
}
window['doCheckPrompt'] = 0;
}, 10);
}
} catch(e) {
}
}
window['checkPrompt_interval'] = window.setInterval("window.checkPrompt()", 100);
}
return false;
}"""
with gr.Blocks(title='Text to Image') as demo:
with gr.Group(elem_id="page_1", visible=True) as page_1:
with gr.Box():
with gr.Row():
start_button = gr.Button("Let's GO!", elem_id="start-btn", visible=True)
start_button.click(fn=None, inputs=[], outputs=[], _js=start_work)
with gr.Group(elem_id="page_2", visible=False) as page_2:
with gr.Row(elem_id="prompt_row"):
prompt_input0 = gr.Textbox(lines=4, label="prompt", visible=True)
prompt_input1 = gr.Textbox(lines=4, label="prompt", visible=True)
with gr.Row():
submit_btn = gr.Button(value = "submit",elem_id="erase-btn").style(
margin=True,
rounded=(True, True, True, True),
)
with gr.Row(elem_id='tab_demo', visible=True).style(height=5):
tab_demo = gr.TabbedInterface(tab_actions, tab_titles)
submit_btn.click(fn=infer, inputs=[prompt_input0], outputs=[prompt_input1])
if __name__ == "__main__":
demo.launch()
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