Create app.py

app.py

@@ -0,0 +1,189 @@
+import gradio as gr
+import os
+import sys
+import random
+import string
+import time
+from queue import Queue
+from threading import Thread
+
+text_gen = gr.Interface.load("models/Gustavosta/MagicPrompt-Stable-Diffusion")
+proc1 = gr.Interface.load("models/dreamlike-art/dreamlike-photoreal-2.0")
+
+def restart_script_periodically():
+    while True:
+        random_time = random.randint(540, 600)
+        time.sleep(random_time)
+        os.execl(sys.executable, sys.executable, *sys.argv)
+
+restart_thread = Thread(target=restart_script_periodically, daemon=True)
+restart_thread.start()
+
+queue = Queue()
+queue_threshold = 100
+
+def add_random_noise(prompt, noise_level=0.00):
+    if noise_level == 0:
+        noise_level = 0.00
+    percentage_noise = noise_level * 5
+    num_noise_chars = int(len(prompt) * (percentage_noise / 100))
+    noise_indices = random.sample(range(len(prompt)), num_noise_chars)
+    prompt_list = list(prompt)
+    noise_chars = list(string.ascii_letters + string.punctuation + ' ' + string.digits)
+    noise_chars.extend(['😍', '💩', '😂', '🤔', '😊', '🤗', '😭', '🙄', '😷', '🤯', '🤫', '🥴', '😴', '🤩', '🥳', '😔', '😩', '🤪', '😇', '🤢', '😈', '👹', '👻', '🤖', '👽', '💀', '🎃', '🎅', '🎄', '🎁', '🎂', '🎉', '🎈', '🎊', '🎮', '❤️', '💔', '💕', '💖', '💗', '🐶', '🐱', '🐭', '🐹', '🦊', '🐻', '🐨', '🐯', '🦁', '🐘', '🔥', '🌧️', '🌞', '🌈', '💥', '🌴', '🌊', '🌺', '🌻', '🌸', '🎨', '🌅', '🌌', '☁️', '⛈️', '❄️', '☀️', '🌤️', '⛅️', '🌥️', '🌦️', '🌧️', '🌩️', '🌨️', '🌫️', '☔️', '🌬️', '💨', '🌪️', '🌈'])
+    for index in noise_indices:
+        prompt_list[index] = random.choice(noise_chars)
+    return "".join(prompt_list)
+
+# Existing code...
+
+import uuid  # Import the UUID library
+
+# Existing code...
+
+# Existing code...
+
+request_counter = 0  # Global counter to track requests
+
+def send_it1(inputs, noise_level, proc=proc1):
+    global request_counter
+    request_counter += 1
+    timestamp = f"{time.time()}_{request_counter}"
+    prompt_with_noise = add_random_noise(inputs, noise_level) + f" - {timestamp}"
+    while queue.qsize() >= queue_threshold:
+        time.sleep(2)
+    queue.put(prompt_with_noise)
+    output = proc(prompt_with_noise)
+    return output
+import random
+
+import random
+import time
+
+# ... (existing code)
+
+import random
+import time
+
+# ... (existing code)
+
+def get_prompts(prompt_text):
+    global request_counter
+    request_counter += 1
+    timestamp = f"{time.time()}_{request_counter}"
+    
+    options = [
+        "Cyberpunk android",
+        "2060",
+        "newyork",
+        ", style of laurie greasley" , "studio ghibli" , "akira toriyama" , "james gilleard" , "genshin impact" , "trending pixiv fanbox" , "acrylic palette knife, 4k, vibrant colors, devinart, trending on artstation, low details"
+        ", Editorial Photography, Shot on 70mm lens, Depth of Field, Bokeh, DOF, Tilt Blur, Shutter Speed 1/1000, F/22,  32k, Super-Resolution, award winning,", 
+         ", high detail, warm lighting, godrays, vivid, beautiful, trending on artstation, by jordan grimmer, huge scene, grass, art greg rutkowski ", 
+         ", highly detailed, digital painting, artstation, illustration, art by artgerm and greg rutkowski and alphonse mucha.", 
+         ", Charlie Bowater, stanley artgerm lau, a character portrait, sots art, sharp focus, smooth, aesthetic, extremely detailed, octane render,solo, dark industrial background, rtx, rock clothes, cinematic light, intricate detail, highly detailed, high res, detailed facial features", 
+        ", portrait photograph" , "realistic" , "concept art" , "elegant, highly detailed" , "intricate, sharp focus, depth of field, f/1. 8, 85mm, medium shot, mid shot, (((professionally color graded)))" ," sharp focus, bright soft diffused light" , "(volumetric fog),", 
+        ",Cinematic film still" ," (dark city street:1.2)" , "(cold colors), damp, moist, intricate details" ,"shallow depth of field, [volumetric fog]" , "cinematic lighting, reflections, photographed on a Canon EOS R5, 50mm lens, F/2.8, HDR, 8k resolution" , "cinematic film still from cyberpunk movie" , "volumetric fog,  (RAW, analog, masterpiece, best quality, soft particles, 8k, flawless perfect face, intricate details" , "trending on artstation, trending on cgsociety, dlsr, ultra sharp, hdr, rtx, antialiasing, canon 5d foto))" , "((skin details, high detailed skin texture))" , "(((perfect face))), (perfect eyes)))", 
+
+        # Add other prompt options here...
+    ]
+
+    if prompt_text:
+        chosen_option = random.choice(options)
+        return text_gen(f"{prompt_text}, {chosen_option} - {timestamp}")
+    else:
+        return text_gen("", timestamp)
+
+
+
+# Existing code...
+
+# Existing code...
+
+with gr.Blocks(css=".gradio-container {background-color: #fdf7e6;} footer{display:none !important;}",) as demo:
+    gr.HTML("""
+        <div style="text-align: center; max-width: 700px; margin: 0 auto;">
+            <div
+            style="
+                display: inline-flex;
+                align-items: center;
+                gap: 0.8rem;
+                font-size: 1.75rem;
+            "
+            >
+              <div>
+                <h1 style="font-weight: 900; margin-bottom: 7px; margin-top: 5px;">
+                  Dreamlike Photoreal 2.0
+                </h1>
+              </div>
+              </div>
+              </div>
+            <p style="margin-bottom: 10px; font-size: 96%">
+                Noise Level: Controls how much randomness is added to the input before it is sent to the model. Higher noise level produces more diverse outputs, while lower noise level produces similar outputs,
+                
+            </p>
+            
+        </div>
+    """)
+
+    with gr.Column(elem_id="col-container"):
+        with gr.Row(variant="compact"):
+            input_text = gr.Textbox(
+                lines=8,
+                label="Short Prompt",
+                show_label=False,
+                max_lines=10,
+                placeholder="Enter a basic idea and click 'Magic Prompt'. Got no ideas? No problem, Simply just hit the magic button!",
+            ).style(
+                container=False,
+                textarea={'height': '400px'}
+            )
+            see_prompts = gr.Button("✨ Magic Prompt ✨").style(full_width=False)
+
+        with gr.Row(variant="compact"):
+            prompt = gr.Textbox(
+                lines=8,
+                label="Enter your prompt",
+                show_label=False,
+                max_lines=10,
+                placeholder="Full Prompt",
+            ).style(
+                container=False,
+                textarea={'height': '400px'}
+            )
+            run = gr.Button("Generate Images").style(full_width=False)
+
+        with gr.Row():
+            with gr.Row():
+                noise_level = gr.Slider(minimum=0.0, maximum=3, step=0.1, label="Noise Level")
+
+        with gr.Row():
+            with gr.Row():
+                output1 = gr.Image(label="Dreamlike Diffusion 1.0", show_label=False, show_share_button=False)
+                output2 = gr.Image(label="Dreamlike Diffusion 1.0", show_label=False, show_share_button=False)
+
+        see_prompts.click(get_prompts, inputs=[input_text], outputs=[prompt], queue=False)
+        run.click(send_it1, inputs=[prompt, noise_level], outputs=[output1])
+        run.click(send_it1, inputs=[prompt, noise_level], outputs=[output2])
+        gr.HTML("""
+                  <div class="footer" style="margin-bottom: 45px;
+    margin-top: 35px;
+    text-align: center;
+    border-bottom: 1px solid #e5e5e5" 
+>
+                     <p style="font-size: .8rem;
+    display: inline-block;
+    padding: 0 10px;
+    transform: translateY(10px);
+    background: white" > Demo for <a href="https://huggingface.co/dreamlike-art/dreamlike-photoreal-2.0">Dreamlike Photoreal 2.0</a> Stable Diffusion model
+                     </p>
+                  </div>
+                 <div class="acknowledgments" style="margin: 1.25em 0 .25em 0;
+    
+    font-size: 96%">
+                 <p> ❤️Unleash your creative side and generate mesmerizing images with just a few clicks! Enter a spark of inspiration in the "Basic Idea" text box and click the "Magic Prompt" button to elevate it to a polished masterpiece. Make any final tweaks in the "Full Prompt" box and hit the "Generate Images" button to watch your vision come to life. Experiment with the "Noise Level" for a diverse range of outputs, from similar to wildly unique. Let the fun begin!❤️
+                 </p>
+                 </div>
+                """)
+        
+        
+    demo.launch(enable_queue=True, inline=True)