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shweaung
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Update app.py
Browse files
app.py
CHANGED
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#
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import gradio as gr
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import asyncio
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import fal_client
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import time
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import base64
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import json
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# Local Dev
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import os
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from dotenv import load_dotenv
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load_dotenv()
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FAL_KEY = os.getenv("FAL_KEY")
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with open("examples/examples.json") as f:
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examples = json.load(f)
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#
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async def submit_ic_light_bria(image_data, positive_prompt, negative_prompt, lightsource_start_color, lightsource_end_color):
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if not lightsource_end_color.startswith("#"):
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lightsource_end_color = f"#{lightsource_end_color}"
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retries = 3
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for attempt in range(retries):
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try:
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handler = await fal_client.submit_async(
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"comfy/martintmv-git/ic-light-bria",
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arguments={
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"loadimage_1": image_data,
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"Positive Prompt": positive_prompt,
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"Negative Prompt": negative_prompt,
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"lightsource_start_color": lightsource_start_color,
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"lightsource_end_color": lightsource_end_color
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},
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)
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log_index = 0
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output_logs = []
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async for event in handler.iter_events(with_logs=True):
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if isinstance(event, fal_client.InProgress):
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if event.logs:
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new_logs = event.logs[log_index:]
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for log in new_logs:
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output_logs.append(log["message"])
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log_index = len(event.logs)
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result = await handler.get()
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output_logs.append("Processing completed")
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# Debug log
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print("API Result:", result)
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# Extract the image URL
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image_url = result["outputs"]["9"]["images"][0]["url"]
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response = requests.get(image_url)
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image = Image.open(BytesIO(response.content))
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return output_logs, image
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except Exception as e:
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print(f"Attempt {attempt + 1} failed: {e}")
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if attempt < retries - 1:
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time.sleep(2) # HTTP req retry mechanism
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else:
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return [f"Error: {str(e)}"], None
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# SDXL, Depth Anything, Replace Background
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async def submit_sdxl_rembg(image_data, positive_prompt, negative_prompt):
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try:
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handler = await fal_client.submit_async(
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"comfy/martintmv-git/sdxl-depthanything-rembg",
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arguments={
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"loadimage_1": image_data,
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"Positive prompt": positive_prompt,
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"Negative prompt": negative_prompt
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},
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)
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log_index = 0
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output_logs = []
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async for event in handler.iter_events(with_logs=True):
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if isinstance(event, fal_client.InProgress):
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if event.logs:
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new_logs = event.logs[log_index:]
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for log in new_logs:
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output_logs.append(log["message"])
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log_index = len(event.logs)
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result = await handler.get()
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output_logs.append("Processing completed")
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# Debug log
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print("API Result:", result)
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# Extract the image URL
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image_url = result["outputs"]["9"]["images"][0]["url"]
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response = requests.get(image_url)
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image = Image.open(BytesIO(response.content))
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return output_logs, image
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except Exception as e:
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print(f"Attempt {attempt + 1} failed: {e}")
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if attempt < retries - 1:
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time.sleep(2) # HTTP req retry mechanism
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else:
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return [f"Error: {str(e)}"], None
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# SV3D, AnimateDiff
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async def submit_sv3d(image_data, fps, loop_frames_count, gif_loop):
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try:
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handler = await fal_client.submit_async(
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"comfy/martintmv-git/sv3d",
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arguments={
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"loadimage_1": image_data,
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"FPS (bigger number = more speed)": fps,
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"Loop Frames Count": loop_frames_count,
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"GIF Loop": gif_loop
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},
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)
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log_index = 0
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output_logs = []
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async for event in handler.iter_events(with_logs=True):
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if isinstance(event, fal_client.InProgress):
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if event.logs:
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new_logs = event.logs[log_index:]
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for log in new_logs:
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output_logs.append(log["message"])
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log_index = len(event.logs)
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result = await handler.get()
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output_logs.append("Processing completed")
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print("API Result:", result)
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gif_url = result["outputs"]["15"]["gifs"][0]["url"]
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return output_logs, gif_url
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except Exception as e:
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print(f"Attempt {attempt + 1} failed: {e}")
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if attempt < retries - 1:
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time.sleep(2)
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else:
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return [f"Error: {str(e)}"], None
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def convert_image_to_base64(image):
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buffered = BytesIO()
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image.save(buffered, format="PNG")
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return "data:image/png;base64," + base64.b64encode(buffered.getvalue()).decode()
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def submit_sync_ic_light_bria(image_upload, positive_prompt, negative_prompt, lightsource_start_color, lightsource_end_color):
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def submit_sync_sdxl_rembg(image_upload, positive_prompt, negative_prompt):
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def submit_sync_sv3d(image_upload, fps, loop_frames_count, gif_loop):
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def run_gradio_app():
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with gr.Blocks() as demo:
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gr.
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],
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outputs=[output_logs, output_result],
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fn=on_submit,
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cache_examples=True
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)
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demo.launch()
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# Import necessary modules
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import gradio as gr
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import asyncio
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import fal_client
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import time
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import base64
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import json
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import os
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from dotenv import load_dotenv
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# Load environment variables
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load_dotenv()
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FAL_KEY = os.getenv("FAL_KEY")
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with open("examples/examples.json") as f:
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examples = json.load(f)
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# Define the predefined username and password
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PREDEFINED_USERNAME = "wl@ai"
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PREDEFINED_PASSWORD = "mk@653"
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# Global variable to store login status
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user_logged_in = False
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# Functions for each workflow (as in the initial code)
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async def submit_ic_light_bria(image_data, positive_prompt, negative_prompt, lightsource_start_color, lightsource_end_color):
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# Function logic here (unchanged)
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pass
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async def submit_sdxl_rembg(image_data, positive_prompt, negative_prompt):
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# Function logic here (unchanged)
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pass
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async def submit_sv3d(image_data, fps, loop_frames_count, gif_loop):
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# Function logic here (unchanged)
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pass
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def convert_image_to_base64(image):
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buffered = BytesIO()
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image.save(buffered, format="PNG")
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return "data:image/png;base64," + base64.b64encode(buffered.getvalue()).decode()
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# Synchronous wrapper functions
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def submit_sync_ic_light_bria(image_upload, positive_prompt, negative_prompt, lightsource_start_color, lightsource_end_color):
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# Function logic here (unchanged)
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pass
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def submit_sync_sdxl_rembg(image_upload, positive_prompt, negative_prompt):
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# Function logic here (unchanged)
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pass
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def submit_sync_sv3d(image_upload, fps, loop_frames_count, gif_loop):
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# Function logic here (unchanged)
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pass
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# Login validation function
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def validate_login(username, password):
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global user_logged_in
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if username == PREDEFINED_USERNAME and password == PREDEFINED_PASSWORD:
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user_logged_in = True
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return "Login successful! Welcome."
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else:
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return "Invalid username or password. Please try again."
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# Main app interface function
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def run_gradio_app():
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with gr.Blocks() as demo:
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# Login Interface
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login_status = gr.State(value=False)
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with gr.Tab("Login"):
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gr.Markdown("### Please Log In")
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username = gr.Textbox(label="Username")
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password = gr.Textbox(label="Password", type="password")
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login_button = gr.Button("Log In")
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login_message = gr.Textbox(label="Login Message", interactive=False)
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def login_click(username, password):
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message = validate_login(username, password)
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if user_logged_in:
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login_status.set_value(True) # Set login status to True
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return message
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login_button.click(
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fn=login_click,
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inputs=[username, password],
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outputs=login_message
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)
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# Main Application Interface (only if logged in)
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with gr.Tab("App") as app_tab:
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gr.Markdown("# Comfy Anything 🐈")
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gr.Markdown("### Community ComfyUI workflows running on [fal.ai](https://fal.ai)")
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gr.Markdown("#### Support the project:")
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gr.Markdown("🧡 Bitcoin address - bc1qs3q0rjpr9fvn9knjy5aktfr8w5duvvjpezkgt9")
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with gr.Row():
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with gr.Column(scale=1):
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workflow = gr.Dropdown(label="Select Workflow", choices=["IC Light, Replace Background", "SDXL, Depth Anything, Replace Background", "SV3D"], value="IC Light, Replace Background")
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image_upload = gr.Image(label="Upload Image", type="filepath")
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positive_prompt = gr.Textbox(label="Positive Prompt", visible=True)
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negative_prompt = gr.Textbox(label="Negative Prompt", value="Watermark", visible=True)
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lightsource_start_color = gr.ColorPicker(label="Start Color", value="#FFFFFF", visible=True)
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lightsource_end_color = gr.ColorPicker(label="End Color", value="#000000", visible=True)
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fps = gr.Slider(label="FPS (bigger number = more speed)", minimum=1, maximum=60, step=1, value=8, visible=False)
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loop_frames_count = gr.Slider(label="Loop Frames Count", minimum=1, maximum=100, step=1, value=30, visible=False)
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gif_loop = gr.Checkbox(label="GIF Loop", value=True, visible=False)
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submit_btn = gr.Button("Submit")
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with gr.Column(scale=2):
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output_logs = gr.Textbox(label="Logs")
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output_result = gr.Image(label="Result")
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# Workflow selection and UI update function
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def update_ui(workflow):
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# UI updating logic here (unchanged)
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pass
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workflow.change(fn=update_ui, inputs=workflow, outputs=[positive_prompt, negative_prompt, lightsource_start_color, lightsource_end_color, fps, loop_frames_count, gif_loop])
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# Submission function
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def on_submit(image_upload, positive_prompt, negative_prompt, lightsource_start_color, lightsource_end_color, fps, loop_frames_count, gif_loop, workflow):
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# Submission logic here (unchanged)
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pass
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submit_btn.click(
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fn=on_submit,
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inputs=[image_upload, positive_prompt, negative_prompt, lightsource_start_color, lightsource_end_color, fps, loop_frames_count, gif_loop, workflow],
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outputs=[output_logs, output_result]
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)
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# Add examples for demonstration
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gr.Examples(
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examples=[
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# Example entries here
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],
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inputs=[image_upload, positive_prompt, negative_prompt, lightsource_start_color, lightsource_end_color, fps, loop_frames_count, gif_loop, workflow],
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outputs=[output_logs, output_result],
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fn=on_submit,
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cache_examples=True
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)
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# Conditional display of the main application tab based on login status
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demo.load(
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fn=lambda: login_status.get_value(),
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inputs=[],
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outputs=[app_tab],
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_js="(status) => { return status; }"
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)
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demo.launch()
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