import os
import gradio as gr
from random import randint
from all_models2 import tags_plus_models,models,models_plus_tags
from datetime import datetime
from threading import RLock
lock = RLock()
nb_rep=2
nb_mod_dif=20
nb_models=nb_mod_dif*nb_rep
now2 = 0
def split_models(models,nb_models):
models_temp=[]
models_lis_temp=[]
i=0
for m in models:
models_temp.append(m)
i=i+1
if i%nb_models==0:
models_lis_temp.append(models_temp)
models_temp=[]
if len(models_temp)>1:
models_lis_temp.append(models_temp)
return models_lis_temp
def split_models_axb(models,a,b):
models_temp=[]
models_lis_temp=[]
i=0
nb_models=b
for m in models:
for j in range(a):
models_temp.append(m)
i=i+1
if i%nb_models==0:
models_lis_temp.append(models_temp)
models_temp=[]
if len(models_temp)>1:
models_lis_temp.append(models_temp)
return models_lis_temp
def split_models_8x3(models,nb_models):
models_temp=[]
models_lis_temp=[]
i=0
nb_models_x3=8
for m in models:
models_temp.append(m)
i=i+1
if i%nb_models_x3==0:
models_lis_temp.append(models_temp+models_temp+models_temp)
models_temp=[]
if len(models_temp)>0:
models_lis_temp.append(models_temp+models_temp+models_temp)
return models_lis_temp
def construct_list_models(tags_plus_models,nb_rep,nb_mod_dif):
list_temp=[]
output=[]
for tag_plus_models in tags_plus_models:
list_temp=split_models_axb(tag_plus_models[2],nb_rep,nb_mod_dif)
list_temp2=[]
i=0
for elem in list_temp:
list_temp2.append([tag_plus_models[0]+"_"+str(i)+" : "+elem[0]+" - "+elem[len(elem)-1] ,elem])
i+=1
output.append([tag_plus_models[0] + " (" + str(tag_plus_models[1]) + ")",list_temp2])
return output
models_test = []
models_test = construct_list_models(tags_plus_models,nb_rep,nb_mod_dif)
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)
i=0
if num_models!=0:
default_models = models[:num_models]
else:
default_models = {}
for model in models:
i+=1
if i%50==0:
print("\n\n\n-------"+str(i)+'/'+str(len(models))+"-------\n\n\n")
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 + (nb_models - len(choices)) * ['NA']
"""return choices + (num_models - len(choices)) * ['NA']"""
def extend_choices_b(choices):
choices_plus = extend_choices(choices)
return [gr.Textbox(m, visible=False) for m in choices_plus]
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):
return group_model_choice
def choice_group_b(group_model_choice):
choice=choice_group_a(group_model_choice)
choice = extend_choices(choice)
"""return [gr.Image(label=m, min_width=170, height=170) for m in choice]"""
return [gr.Image(None, label=m, visible=(m != 'NA')) for m in choice]
def choice_group_c(group_model_choice):
choice=choice_group_a(group_model_choice)
choice = extend_choices(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 cutStrg(longStrg,start,end):
shortStrg=''
for i in range(end-start):
shortStrg+=longStrg[start+i]
return shortStrg
def aff_models_perso(txt_list_perso,nb_models=nb_models,models=models):
list_perso=[]
t1=True
start=txt_list_perso.find('\"')
if start!=-1:
while t1:
start+=1
end=txt_list_perso.find('\"',start)
if end != -1:
txtTemp=cutStrg(txt_list_perso,start,end)
if txtTemp in models:
list_perso.append(cutStrg(txt_list_perso,start,end))
else :
t1=False
start=txt_list_perso.find('\"',end+1)
if start==-1:
t1=False
if len(list_perso)>=nb_models:
t1=False
return list_perso
def aff_models_perso_b(txt_list_perso):
return choice_group_b(aff_models_perso(txt_list_perso))
def aff_models_perso_c(txt_list_perso):
return choice_group_c(aff_models_perso(txt_list_perso))
def tag_choice(group_tag_choice):
return gr.Dropdown(label="test Tag", show_label=False, choices=list(group_tag_choice) , allow_custom_value=True)
def test_pass(test):
if test==os.getenv('p'):
print("ok")
return gr.Dropdown(label="test Model", show_label=False, choices=list(models_test) , allow_custom_value=True)
else:
print("nop")
return gr.Dropdown(label="test Model", show_label=False, choices=list([]) , allow_custom_value=True)
def test_pass_aff(test):
if test==os.getenv('p'):
return gr.Accordion("stuffs", open=True, visible=True)
else:
return gr.Accordion("stuffs", open=True, visible=False)
def gen_fn(model_str, prompt):
if model_str == 'NA':
return None
noise = str(randint(0, 9999))
try :
m=models_load[model_str](f'{prompt} {noise}')
#m=models_load[model_str].fn(prompt=f'{prompt} {noise}', negative_prompt="", height = 1216 , width = 800)
except Exception as error :
print("error : " + model_str)
m=False
return m
def add_gallery(image, model_str, gallery):
if gallery is None: gallery = []
with lock:
if image is not None: gallery.insert(0, (image, model_str))
return gallery
def disp_models(group_model_choice,nb_rep=nb_rep):
listTemp=[]
strTemp='\n'
i=0
for m in group_model_choice:
if m not in listTemp:
listTemp.append(m)
for m in listTemp:
i+=1
strTemp+="\"" + m + "\",\n"
if i%(8/nb_rep)==0:
strTemp+="\n"
return gr.Textbox(label="models",value=strTemp)
def search_models(str_search,tags_plus_models=tags_plus_models):
output1="\n"
output2=""
for m in tags_plus_models[0][2]:
if m.find(str_search)!=-1:
output1+="\"" + m + "\",\n"
outputPlus="\n From tags : \n\n"
for tag_plus_models in tags_plus_models:
if str_search.lower() == tag_plus_models[0].lower() and str_search!="":
for m in tag_plus_models[2]:
output2+="\"" + m + "\",\n"
if output2 != "":
output=output1+outputPlus+output2
else :
output=output1
return gr.Textbox(label="out",value=output)
def search_info(txt_search_info,models_plus_tags=models_plus_tags):
outputList=[]
if txt_search_info.find("\"")!=-1:
start=txt_search_info.find("\"")+1
end=txt_search_info.find("\"",start)
m_name=cutStrg(txt_search_info,start,end)
else :
m_name = txt_search_info
for m in models_plus_tags:
if m_name == m[0]:
outputList=m[1]
if len(outputList)==0:
outputList.append("Model Not Find")
return gr.Textbox(label="out",value=outputList)
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]"""
"""choices=[models_test[0][0]]"""
choices=models_test[0][1][0][1]
"""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]"""
output = update_imgbox([choices[0]])
current_models = extend_choices_b([choices[0]])
#with gr.Row():
# gallery = gr.Gallery(label="Output", show_download_button=True, elem_classes="gallery",
# interactive=False, show_share_button=True, container=True, format="png",
# preview=True, object_fit="cover", columns=2, rows=2)
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])
#o.change(add_gallery, [o, m, gallery], [gallery])
"""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("stuffs", open=True, visible=False) as stuffs_a:
with gr.Row():
"""group_model_choice = gr.Dropdown(label="Lists Models", show_label=False, choices=list(models_test) , allow_custom_value=True)"""
group_model_choice = gr.Dropdown(label="test Model", show_label=False, choices=list([]) , 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():
group_tag_choice = gr.Dropdown(label="Lists Tags", show_label=False, choices=list([]) , allow_custom_value=True)
group_tag_choice.change(tag_choice,group_tag_choice,group_model_choice)
with gr.Row():
txt_input_p = gr.Textbox(label="Pass", lines=1, width=300, max_height=100)
test_button = gr.Button(' ', width=30, height=10)
test_button.click(test_pass,txt_input_p,group_tag_choice)
with gr.Accordion("stuffs", open=True, visible=False) as stuffs_b:
with gr.Row():
txt_list_models=gr.Textbox(label="Models Actu",value="")
group_model_choice.change(disp_models,group_model_choice,txt_list_models)
with gr.Row():
txt_list_perso = gr.Textbox(label='List Models Perso', width=300, max_height=100)
button_list_perso = gr.Button('Load', width=30, height=10)
button_list_perso.click(aff_models_perso_b,txt_list_perso,output)
button_list_perso.click(aff_models_perso_c,txt_list_perso,current_models)
with gr.Row():
txt_search = gr.Textbox(label='Search in', width=300, max_height=100)
txt_output_search = gr.Textbox(label='Search out', width=300, max_height=100)
button_search = gr.Button('Research', width=30, height=10)
button_search.click(search_models,txt_search,txt_output_search)
with gr.Row():
txt_search_info = gr.Textbox(label='Search info in', width=300, max_height=100)
txt_output_search_info = gr.Textbox(label='Search info out', width=300, max_height=100)
button_search_info = gr.Button('Research info', width=30, height=10)
button_search_info.click(search_info,txt_search_info,txt_output_search_info)
with gr.Row():
test_button.click(test_pass_aff,txt_input_p,stuffs_a)
test_button.click(test_pass_aff,txt_input_p,stuffs_b)
gr.HTML("""