app3.py

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}')
    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.tolower() == tag_plus_models[0].tolower() 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("""
            <div style="text-align: center; max-width: 100%; margin: 0 auto;">
                <body>
                </body>
            </div>
            """)
        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("""
                <div class="footer">
                <p> Based on the <a href="https://huggingface.co/spaces/derwahnsinn/TestGen">TestGen</a> Space by derwahnsinn, the <a href="https://huggingface.co/spaces/RdnUser77/SpacIO_v1">SpacIO</a> Space by RdnUser77 and Omnibus's Maximum Multiplier!
                </p>
            """)
            


js_code = """
    
    console.log('ghgh');
"""


with gr.Blocks(css="div.float.svelte-1mwvhlq {    position: absolute;    top: var(--block-label-margin);    left: var(--block-label-margin);    background: none;    border: none;}") as demo: 
    gr.Markdown("<script>" + js_code + "</script>")
    make_me()



demo.queue(concurrency_count=999)
demo.launch()