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Update app.py
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app.py
CHANGED
@@ -1,8 +1,6 @@
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import gradio as gr
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import time
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import logging
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import os
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from PIL import Image
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# Set up logging
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logging.basicConfig(level=logging.INFO, format='%(asctime)s - %(levelname)s - %(message)s')
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@@ -11,18 +9,17 @@ logger = logging.getLogger(__name__)
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def load_model(model_path):
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logger.info(f"Attempting to load model from {model_path}...")
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try:
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return demo
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else:
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raise FileNotFoundError(f"Model file does not exist at {model_path}")
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except Exception as e:
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logger.error(f"Failed to load demo from {model_path}: {e}")
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return None
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if demo is None:
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return None, "Error: Demo failed to load."
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@@ -33,6 +30,7 @@ def generate_image(prompt, model_path, max_retries=5):
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result = demo(prompt)
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generation_time = time.time() - start_time
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logger.info(f"Generation completed in {generation_time:.2f} seconds")
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return result, f"Image generated successfully\nGeneration time: {generation_time:.2f} seconds"
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except Exception as e:
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logger.error(f"Error on attempt {attempt + 1}: {str(e)}")
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@@ -41,50 +39,20 @@ def generate_image(prompt, model_path, max_retries=5):
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else:
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logger.error("Max retries reached. Giving up.")
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return None, f"Failed to generate image after {max_retries} attempts. Last error: {str(e)}"
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return None, "Unexpected error occurred"
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# Define the Gradio interface
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with gr.Blocks() as demo:
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with gr.Row():
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# Left side: prompt-based image generation
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with gr.Column():
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prompt = gr.Textbox(label="Enter your prompt", lines=2)
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model_path = gr.FileExplorer(label="Select Model Directory")
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generate_btn = gr.Button("Generate Image")
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generated_image = gr.Image(label="Generated Image")
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output_info = gr.Textbox(label="Output Information", lines=5)
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# Right side: file loading
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with gr.Column():
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image_path = gr.FileExplorer(label="Select Image File")
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load_image_btn = gr.Button("Load Image")
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loaded_image = gr.Image(label="Loaded Image")
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# Logic for generating images
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generate_btn.click(
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fn=generate_image,
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inputs=[prompt, model_path],
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outputs=[generated_image, output_info]
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)
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# Logic for loading images from the file system
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load_image_btn.click(
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fn=load_image_from_file,
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inputs=[image_path],
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outputs=[loaded_image, output_info]
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)
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logger.info("Launching the Gradio interface...")
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import gradio as gr
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import time
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import logging
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# Set up logging
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logging.basicConfig(level=logging.INFO, format='%(asctime)s - %(levelname)s - %(message)s')
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def load_model(model_path):
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logger.info(f"Attempting to load model from {model_path}...")
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try:
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demo = gr.load(model_path)
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logger.info(f"Successfully loaded demo from {model_path}.")
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return demo
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except Exception as e:
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logger.error(f"Failed to load demo from {model_path}: {e}")
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return None
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# Load the demo
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demo = load_model("models/John6666/lustify-sdxl-nsfwsfw-v2-sdxl")
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def generate_image(prompt, max_retries=5):
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if demo is None:
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return None, "Error: Demo failed to load."
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result = demo(prompt)
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generation_time = time.time() - start_time
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logger.info(f"Generation completed in {generation_time:.2f} seconds")
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logger.info(result)
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return result, f"Image generated successfully\nGeneration time: {generation_time:.2f} seconds"
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except Exception as e:
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logger.error(f"Error on attempt {attempt + 1}: {str(e)}")
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else:
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logger.error("Max retries reached. Giving up.")
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return None, f"Failed to generate image after {max_retries} attempts. Last error: {str(e)}"
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# This line should never be reached, but just in case:
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return None, "Unexpected error occurred"
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iface = gr.Interface(
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fn=generate_image,
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inputs=gr.Textbox(label="Enter your prompt"),
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outputs=[
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gr.Image(label="Generated Image"),
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gr.Textbox(label="Output Information", lines=5)
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],
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title="Text-to-Image Generation",
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description="Enter a prompt to generate an image. The system will automatically retry up to 5 times if an error occurs."
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)
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logger.info("Launching the Gradio interface...")
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iface.launch()
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