Update app.py

app.py

@@ -1,168 +1,84 @@
-import os
+import gradio as gr
+from random import randint
+from all_models import models
 
-def p(command):
-    print("EXEC: " + command)
-    os.system(command)
 
-p("mkdir _gradio")
-p("mv Gradio.zip _gradio")
-os.chdir("_gradio")
 
-from zipfile import ZipFile
+def load_fn(models):
+    global models_load
+    models_load = {}
+    
+    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})
 
-z = ZipFile("Gradio.zip")
-z.extractall()
-p("pip install -e .")
-print(os.getcwd())
-import sys
-sys.path.append(os.getcwd())
-os.chdir("..")
 
-import gradio as gr
-from pathlib import Path
-from all_models import models
-       
-current_model = models[0]
+load_fn(models)
+
+
+num_models = 6
+default_models = models[:num_models]
 
 
-#text_gen1=gr.Interface.load("spaces/phenomenon1981/MagicPrompt-Stable-Diffusion") 
-text_gen1=gr.Interface.load("spaces/Yntec/prompt-extend") 
-#text_gen1=gr.Interface.load("spaces/daspartho/prompt-extend") 
-#text_gen1=gr.Interface.load("spaces/Omnibus/MagicPrompt-Stable-Diffusion_link")
 
-models2=[
-    gr.Interface.load(f"models/{models[0]}",live=False,preprocess=True, postprocess=False),
-    gr.Interface.load(f"models/{models[1]}",live=False,preprocess=True, postprocess=False),
-    gr.Interface.load(f"models/{models[2]}",live=False,preprocess=True, postprocess=False),
-    gr.Interface.load(f"models/{models[3]}",live=False,preprocess=True, postprocess=False),
-    gr.Interface.load(f"models/{models[4]}",live=False,preprocess=True, postprocess=False),
-    gr.Interface.load(f"models/{models[5]}",live=False,preprocess=True, postprocess=False),
-    #Because there's a model 0, to know the number of models you add 1 to {models[n]}
-]
+def extend_choices(choices):
+    return choices + (num_models - len(choices)) * ['NA']
 
-def text_it1(inputs,text_gen1=text_gen1):
-        go_t1=text_gen1(inputs)
-        return(go_t1)
 
-def set_model(current_model):
-    current_model = models[current_model]
-    return gr.update(label=(f"{current_model}"))
+def update_imgbox(choices):
+    choices_plus = extend_choices(choices)
+    return [gr.Image(None, label = m, visible = (m != 'NA')) for m in choices_plus]
 
+    
+def gen_fn(model_str, prompt):
+    if model_str == 'NA':
+        return None
+    noise = str('') #str(randint(0, 99999999999))
+    return models_load[model_str](f'{prompt} {noise}')
 
-def send_it1(inputs, model_choice): #negative_prompt,
-        proc1=models2[model_choice]
-        output1=proc1(inputs)
-        #negative_prompt=negative_prompt
-        return(output1)
-css=""""""
 
 
-with gr.Blocks(css=css) as myface:
-    gr.HTML("""
-     <div style="text-align: center; max-width: 1200px; margin: 0 auto;">
+with gr.Blocks() as demo:
+    with gr.Tab('The Dream'): 
+        txt_input = gr.Textbox(label = 'Your prompt:', lines=4).style(container=False,min_width=1200)
+        gen_button = gr.Button('Generate up to 6 images in up to 3 minutes total')
+        stop_button = gr.Button('Stop', variant = 'secondary', interactive = False)
+        gen_button.click(lambda s: gr.update(interactive = True), None, stop_button)
+        gr.HTML(
+        """
+            <div style="text-align: center; max-width: 1200px; margin: 0 auto;">
               <div>
-                <style>
-                    h1 {
-                    font-size: 6em;
-                    color: #c9c9c9;
-                    margin-top: 30px;
-                    margin-bottom: 30px;
-                    text-shadow: 3px 3px 0 rgba(0, 0, 0, 1) !important;
-                   }
-                   h3 {
-                    color: #c9c9c9; !important;
-                   }
-                   h4 {
-                    color: #ffffff; !important;
-                   }
-                   .gradio-container {
-                   background-image: linear-gradient(#252525, #1e1e1e, #181818) !important;
-                   color: #aaaaaa !important;
-                   font-family: 'IBM Plex Sans', sans-serif !important;
-                   }
-                   .text-gray-500 {
-                   color: #c9c9c9 !important;
-                   }
-                   .gr-box {
-    background-image: linear-gradient(#181818, #1e1e1e, #252525) !important;
-    border-top-color: #000000 !important;
-    border-right-color: #ffffff !important;
-    border-bottom-color: #ffffff !important;
-    border-left-color: #000000 !important;
-                   }
-                   .gr-input {
-                   color: #c9c9c9; !important;
-                   background-color: #252525 !important;
-                   }
-                   :root {
-    --neutral-100: #000000 !important;
-                   }
-                </style>
                 <body>
-                <div class="center"><h1>Printing Press</h1>
+                <div class="center"><p style="margin-bottom: 10px; color: #000000;">Scroll down to see more images and select models.</p>
                 </div>
                 </body>
               </div>
-              <p style="margin-bottom: 9px; color: #aaaaaa;">
-              <h3>Top 684 Blitz Diffusion Models - A permanently online (unless huggingface is acting up, ha!) backup copy of <a href="https://huggingface.co/spaces/Yntec/ToyWorld"><u><p style="color:#8150df;"><b>Toy World!</b></p></u></a></h3></p>
             </div>
-            """)
-    with gr.Row():
-        with gr.Column(scale=100):
-            #Model selection dropdown    
-            model_name1 = gr.Dropdown(label="Select Model", choices=[m for m in models], type="index", value=current_model, interactive=True)
-    with gr.Row():
-        with gr.Column(scale=100):
-            magic1=gr.Textbox(label="Your Prompt", lines=4) #Positive
-        #with gr.Column(scale=100):
-            #negative_prompt=gr.Textbox(label="Negative Prompt", lines=1)
-            gr.HTML("""<style>           .gr-button {
-            color: #ffffff !important;
-            text-shadow: 1px 1px 0 rgba(0, 0, 0, 1) !important;
-            background-image: linear-gradient(#635a76, #a489d2) !important;
-            border-radius: 24px !important;
-            border: solid 1px !important;
-            border-top-color: #c99fff !important;
-            border-right-color: #000000 !important;
-            border-bottom-color: #000000 !important;
-            border-left-color: #c99fff !important;
-            padding: 6px 30px;
-}
-.gr-button:active {
-            color: #c99fff !important;
-            font-size: 98% !important;
-            text-shadow: 0px 0px 0 rgba(0, 0, 0, 1) !important;
-            background-image: linear-gradient(#a489d2, #635a76) !important;
-            border-top-color: #000000 !important;
-            border-right-color: #ffffff !important;
-            border-bottom-color: #ffffff !important;
-            border-left-color: #000000 !important;
-}
-.gr-button:hover {
-  filter: brightness(130%);
-}
-</style>""")
-            run=gr.Button("Generate Image")
-    with gr.Row():
-        with gr.Column(style="width=800px"):
-            output1=gr.Image(label=(f"{current_model}"))
-                
-            
-    with gr.Row():
-        with gr.Column(scale=50):
-            input_text=gr.Textbox(label="Use this box to extend an idea automagically, by typing some words and clicking Extend Idea",lines=2)
-            see_prompts=gr.Button("Extend Idea -> overwrite the contents of the `Your Prompt´ box above")
-            use_short=gr.Button("Copy the contents of this box to the `Your Prompt´ box above")
-    def short_prompt(inputs):
-        return(inputs)
-    
-    model_name1.change(set_model,inputs=model_name1,outputs=[output1])
-    
-    run.click(send_it1, inputs=[magic1, model_name1], outputs=[output1])
-    
-    use_short.click(short_prompt,inputs=[input_text],outputs=magic1)
-    
-    see_prompts.click(text_it1,inputs=[input_text],outputs=magic1)
-    
-myface.queue(concurrency_count=200)
-myface.launch(inline=True, show_api=False, max_threads=400)
+        """
+               )
+        with gr.Row():
+            output = [gr.Image(label = m, min_width=480) for m in default_models]
+            current_models = [gr.Textbox(m, visible = False) for m in default_models]
+                        
+            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'Choose up to {num_models} different models from the 686 available!', value = default_models, multiselect = True, max_choices = num_models, interactive = True, filterable = False)
+            model_choice.change(update_imgbox, model_choice, output)
+            model_choice.change(extend_choices, model_choice, current_models)
+        with gr.Row():
+            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>
+    """
+)
+
+demo.queue(concurrency_count = 200)                        
+demo.launch()