import gradio as gr
from random import randint
from all_models import (models , models_test)
from datetime import datetime
now2 = 0
def get_current_time():
now = datetime.now()
now2 = now
current_time = now2.strftime("%Y-%m-%d %H:%M:%S")
ki = f'{kii} {current_time}'
return ki
def load_fn(models):
global models_load
global num_models
global default_models
models_load = {}
num_models = len(models)
if num_models!=0:
default_models = models[:num_models]
else:
default_models = {}
for model in models:
if model not in models_load.keys():
try:
m = gr.load(f'models/{model}')
except Exception as error:
m = gr.Interface(lambda txt: None, ['text'], ['image'])
models_load.update({model: m})
"""models = models_test[1]"""
load_fn(models)
"""models = {}
load_fn(models)"""
def extend_choices(choices):
return choices + (num_models - len(choices)) * ['NA']
def update_imgbox(choices):
choices_plus = extend_choices(choices)
return [gr.Image(None, label=m, visible=(m != 'NA')) for m in choices_plus]
def choice_group_a(group_model_choice):
for m in models_test:
if group_model_choice==m[1]:
choice=m
return choice
def choice_group_b(group_model_choice):
choice=choice_group_a(group_model_choice)
return [gr.Image(label=m, min_width=170, height=170) for m in choice]
def choice_group_c(group_model_choice):
choice=choice_group_a(group_model_choice)
return [gr.Textbox(m, visible=False) for m in choice]
def choice_group_d(var_Test):
(gen_button,stop_button,output,current_models)=var_Test
for m, o in zip(current_models, output):
gen_event = gen_button.click(gen_fn, [m, txt_input], o)
stop_button.click(lambda s: gr.update(interactive=False), None, stop_button, cancels=[gen_event])
return gen_event
def gen_fn(model_str, prompt):
if model_str == 'NA':
return None
noise = str(randint(0, 9999))
return models_load[model_str](f'{prompt} {noise}')
def make_me():
# with gr.Tab('The Dream'):
with gr.Row():
#txt_input = gr.Textbox(lines=3, width=300, max_height=100)
txt_input = gr.Textbox(label='Your prompt:', lines=3, width=300, max_height=100)
gen_button = gr.Button('Generate images', width=150, height=30)
stop_button = gr.Button('Stop', variant='secondary', interactive=False, width=150, height=30)
gen_button.click(lambda s: gr.update(interactive=True), None, stop_button)
gr.HTML("""
""")
with gr.Row():
"""output = [gr.Image(label=m, min_width=170, height=170) for m in default_models]
current_models = [gr.Textbox(m, visible=False) for m in default_models]"""
choice_test=True
choices=models_test[0]
output = [gr.Image(label=m, min_width=170, height=170) for m in choices]
current_models = [gr.Textbox(m, visible=False) for m in choices]
for m, o in zip(current_models, output):
gen_event = gen_button.click(gen_fn, [m, txt_input], o)
stop_button.click(lambda s: gr.update(interactive=False), None, stop_button, cancels=[gen_event])
"""with gr.Accordion('Model selection'):
model_choice = gr.CheckboxGroup(models, label=f' {num_models} different models selected', value=default_models, multiselect=True, max_choices=num_models, interactive=True, filterable=False)
model_choice.change(update_imgbox, (gen_button,stop_button,group_model_choice), output)
model_choice.change(extend_choices, model_choice, current_models)
"""
"""with gr.Accordion('Group Model selection'):
group_model_choice = gr.CheckboxGroup(models_test, label=f' {len(models_test)} different group models', value=1, multiselect=False, max_choices=1, interactive=True, filterable=False)
"""
with gr.Accordion("test", open=True):
group_model_choice = gr.Dropdown(label="test Model", show_label=False, choices=list(models_test) , allow_custom_value=True)
group_model_choice.change(choice_group_b,group_model_choice,output)
group_model_choice.change(choice_group_c,group_model_choice,current_models)
group_model_choice.change(choice_group_d,(gen_button,stop_button,output,current_models),gen_event)
with gr.Row():
gr.HTML("""