Update app.py
Browse files
app.py
CHANGED
@@ -10,15 +10,18 @@ import logging
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from dotenv import load_dotenv
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# Configuration du logging
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logging.basicConfig(
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level=logging.DEBUG,
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format='%(asctime)s - %(levelname)s - %(message)s'
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)
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logger = logging.getLogger(__name__)
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# Chargement des variables d'environnement
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load_dotenv()
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# Styles artistiques étendus
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ART_STYLES = {
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"Art Moderne": {
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@@ -52,6 +55,10 @@ ART_STYLES = {
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"Japonais": {
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"prompt_prefix": "japanese art style poster, ukiyo-e inspired design",
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"negative_prompt": "western, modern, photographic"
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}
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}
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@@ -90,66 +97,47 @@ class ImageGenerator:
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logger.info("ImageGenerator initialisé")
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def _build_prompt(self, params: Dict[str, Any]) -> str:
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"""Construction de prompt améliorée"""
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style_info = ART_STYLES.get(params["style"], ART_STYLES["Neo Vintage"])
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prompt = f"{style_info['prompt_prefix']}, {params['subject']}"
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if params.get("contrast"):
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contrast_strength = params["contrast"]
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prompt += f", {'high contrast' if contrast_strength > 7 else 'balanced contrast'}"
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if params.get("saturation"):
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saturation_strength = params["saturation"]
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prompt += f", {'vibrant colors' if saturation_strength > 7 else 'subtle colors'}"
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if params.get("title"):
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prompt += f", with text saying '{params['title']}'"
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logger.debug(f"Prompt final: {prompt}")
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return prompt
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def generate(self, params: Dict[str, Any]) -> Tuple[Optional[Image.Image], str]:
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try:
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logger.info(f"Début de génération avec paramètres: {json.dumps(params, indent=2)}")
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if 'Bearer None' in self.headers['Authorization']:
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return None, "⚠️ Erreur: Token Hugging Face non configuré"
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prompt = self._build_prompt(params)
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payload = {
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"inputs": prompt,
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"parameters": {
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"negative_prompt": ART_STYLES[params["style"]]["negative_prompt"],
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"num_inference_steps": min(int(35 * (params["quality"]/100)),
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"guidance_scale": min(7.5 * (params["creativity"]/10),
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"width":
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"height":
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}
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}
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logger.debug(f"Payload: {json.dumps(payload, indent=2)}")
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response = requests.post(
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self.API_URL,
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headers=self.headers,
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json=payload,
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timeout=30
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)
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if response.status_code == 200:
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image = Image.open(io.BytesIO(response.content))
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@@ -158,7 +146,6 @@ class ImageGenerator:
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error_msg = f"⚠️ Erreur API {response.status_code}: {response.text}"
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logger.error(error_msg)
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return None, error_msg
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except Exception as e:
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error_msg = f"⚠️ Erreur: {str(e)}"
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logger.exception("Erreur pendant la génération:")
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@@ -168,176 +155,87 @@ class ImageGenerator:
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def create_interface():
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logger.info("Création de l'interface Gradio")
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css = """
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.container { max-width: 1200px; margin: auto; }
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.welcome { text-align: center; margin: 20px 0; padding: 20px; background: #1e293b; border-radius: 10px; }
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.controls-group { background: #2d3748; padding: 15px; border-radius: 5px; margin: 10px 0; }
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.advanced-controls { background: #374151; padding: 12px; border-radius: 5px; margin: 8px 0; }
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"""
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generator = ImageGenerator()
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with gr.Blocks(css=css) as app:
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gr.HTML("""
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""")
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with gr.Column(elem_classes="container"):
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# Format et Orientation
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with gr.Group(elem_classes="controls-group"):
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gr.Markdown("### 📐 Format et Orientation")
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with gr.Row():
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format_size = gr.Dropdown(
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label="Format"
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)
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orientation = gr.Radio(
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choices=["Portrait", "Paysage"],
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value="Portrait",
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label="Orientation"
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)
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# Style et Composition
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with gr.Group(elem_classes="controls-group"):
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gr.Markdown("### 🎨 Style et Composition")
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with gr.Row():
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style = gr.Dropdown(
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value="Neo Vintage",
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label="Style artistique"
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)
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layout = gr.Dropdown(
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choices=list(COMPOSITION_PARAMS["Layouts"].keys()),
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value="Centré",
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label="Composition"
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)
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with gr.Row():
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ambiance = gr.Dropdown(
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label="Ambiance"
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)
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palette = gr.Dropdown(
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choices=list(COMPOSITION_PARAMS["Palette"].keys()),
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value="Contrasté",
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label="Palette"
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)
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# Contenu
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with gr.Group(elem_classes="controls-group"):
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gr.Markdown("### 📝 Contenu")
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subject = gr.Textbox(
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)
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title = gr.Textbox(
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label="Titre",
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placeholder="Titre de l'affiche..."
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)
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# Ajustements fins
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with gr.Group(elem_classes="advanced-controls"):
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gr.Markdown("### 🎯 Ajustements Fins")
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with gr.Row():
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detail_level = gr.Slider(
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step=1,
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label="Niveau de Détail"
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)
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contrast = gr.Slider(
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minimum=1,
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maximum=10,
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value=5,
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step=1,
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label="Contraste"
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)
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saturation = gr.Slider(
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minimum=1,
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maximum=10,
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value=5,
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step=1,
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label="Saturation"
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)
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# Paramètres de génération
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with gr.Group(elem_classes="controls-group"):
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with gr.Row():
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quality = gr.Slider(
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value=35,
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label="Qualité"
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)
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creativity = gr.Slider(
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minimum=5,
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maximum=15,
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value=7.5,
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label="Créativité"
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)
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# Boutons
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with gr.Row():
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generate_btn = gr.Button("✨ Générer", variant="primary")
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clear_btn = gr.Button("🗑️ Effacer", variant="secondary")
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# Sortie
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image_output = gr.Image(label="Aperçu")
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status = gr.Textbox(label="Statut", interactive=False)
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def generate(*args):
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logger.info("Démarrage d'une nouvelle génération")
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params = {
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"format_size": args[0],
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"
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"
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"
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"ambiance": args[4],
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"palette": args[5],
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"subject": args[6],
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"title": args[7],
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"detail_level": args[8],
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"contrast": args[9],
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"saturation": args[10],
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"quality": args[11],
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"creativity": args[12]
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}
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result = generator.generate(params)
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logger.info(f"Génération terminée avec statut: {result[1]}")
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return result
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generate_btn.click(
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generate,
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inputs=[
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format_size,
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orientation,
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style,
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layout,
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ambiance,
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palette,
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subject,
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title,
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detail_level,
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contrast,
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saturation,
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quality,
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creativity
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],
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outputs=[image_output, status]
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)
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clear_btn.click(
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outputs=[image_output, status]
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)
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logger.info("Interface créée avec succès")
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return app
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from dotenv import load_dotenv
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# Configuration du logging
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logging.basicConfig(level=logging.DEBUG, format='%(asctime)s - %(levelname)s - %(message)s')
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logger = logging.getLogger(__name__)
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# Chargement des variables d'environnement
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load_dotenv()
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# Constantes
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MAX_STEPS = 40
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MAX_GUIDANCE_SCALE = 10.0
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DEFAULT_WIDTH = 768
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DEFAULT_HEIGHT = 768
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# Styles artistiques étendus
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ART_STYLES = {
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"Art Moderne": {
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"Japonais": {
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"prompt_prefix": "japanese art style poster, ukiyo-e inspired design",
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"negative_prompt": "western, modern, photographic"
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},
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"Ultra Réaliste": {
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"prompt_prefix": "hyper-realistic poster, photographic quality, extremely detailed",
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"negative_prompt": "cartoon, illustration, stylized, abstract"
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}
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}
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logger.info("ImageGenerator initialisé")
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def _build_prompt(self, params: Dict[str, Any]) -> str:
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style_info = ART_STYLES.get(params["style"], ART_STYLES["Neo Vintage"])
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prompt = f"{style_info['prompt_prefix']}, {params['subject']}"
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for param_type in ['layout', 'ambiance', 'palette']:
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if params.get(param_type):
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prompt += f", {COMPOSITION_PARAMS[param_type.capitalize() + 's'][params[param_type]]}"
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for param, description in [
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("detail_level", "highly detailed" if params.get("detail_level", 0) > 7 else "moderately detailed"),
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("contrast", "high contrast" if params.get("contrast", 0) > 7 else "balanced contrast"),
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("saturation", "vibrant colors" if params.get("saturation", 0) > 7 else "subtle colors")
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]:
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if params.get(param):
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prompt += f", {description}"
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if params.get("title"):
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prompt += f", with text saying '{params['title']}'"
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logger.debug(f"Prompt final: {prompt}")
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return prompt
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def generate(self, params: Dict[str, Any]) -> Tuple[Optional[Image.Image], str]:
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try:
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logger.info(f"Début de génération avec paramètres: {json.dumps(params, indent=2)}")
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if 'Bearer None' in self.headers['Authorization']:
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return None, "⚠️ Erreur: Token Hugging Face non configuré"
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prompt = self._build_prompt(params)
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payload = {
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"inputs": prompt,
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"parameters": {
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"negative_prompt": ART_STYLES[params["style"]]["negative_prompt"],
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"num_inference_steps": min(int(35 * (params["quality"]/100)), MAX_STEPS),
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"guidance_scale": min(7.5 * (params["creativity"]/10), MAX_GUIDANCE_SCALE),
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"width": DEFAULT_WIDTH,
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"height": DEFAULT_HEIGHT if params["orientation"] == "Portrait" else DEFAULT_WIDTH
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}
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}
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logger.debug(f"Payload: {json.dumps(payload, indent=2)}")
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response = requests.post(self.API_URL, headers=self.headers, json=payload, timeout=30)
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if response.status_code == 200:
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image = Image.open(io.BytesIO(response.content))
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error_msg = f"⚠️ Erreur API {response.status_code}: {response.text}"
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logger.error(error_msg)
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return None, error_msg
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except Exception as e:
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error_msg = f"⚠️ Erreur: {str(e)}"
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logger.exception("Erreur pendant la génération:")
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def create_interface():
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logger.info("Création de l'interface Gradio")
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css = """
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.container { max-width: 1200px; margin: auto; }
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.welcome { text-align: center; margin: 20px 0; padding: 20px; background: #1e293b; border-radius: 10px; color: white; }
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.controls-group { background: #2d3748; padding: 15px; border-radius: 5px; margin: 10px 0; color: white; }
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.advanced-controls { background: #374151; padding: 12px; border-radius: 5px; margin: 8px 0; }
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.gradio-slider input[type="range"] { accent-color: #4a5568; }
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.gradio-button { transition: all 0.3s ease; }
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.gradio-button:hover { transform: translateY(-2px); box-shadow: 0 4px 6px rgba(50, 50, 93, 0.11), 0 1px 3px rgba(0, 0, 0, 0.08); }
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"""
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generator = ImageGenerator()
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with gr.Blocks(css=css) as app:
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gr.HTML("""
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<div class="welcome">
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<h1>🎨 Equity Artisan 4.0</h1>
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<p>Assistant de création d'affiches professionnelles avancé</p>
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</div>
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""")
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with gr.Column(elem_classes="container"):
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with gr.Group(elem_classes="controls-group"):
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gr.Markdown("### 📐 Format et Orientation")
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with gr.Row():
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format_size = gr.Dropdown(choices=["A4", "A3", "A2", "A1", "A0"], value="A4", label="Format")
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orientation = gr.Radio(choices=["Portrait", "Paysage"], value="Portrait", label="Orientation")
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with gr.Group(elem_classes="controls-group"):
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gr.Markdown("### 🎨 Style et Composition")
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with gr.Row():
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style = gr.Dropdown(choices=list(ART_STYLES.keys()), value="Neo Vintage", label="Style artistique")
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layout = gr.Dropdown(choices=list(COMPOSITION_PARAMS["Layouts"].keys()), value="Centré", label="Composition")
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with gr.Row():
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ambiance = gr.Dropdown(choices=list(COMPOSITION_PARAMS["Ambiances"].keys()), value="Dramatique", label="Ambiance")
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palette = gr.Dropdown(choices=list(COMPOSITION_PARAMS["Palette"].keys()), value="Contrasté", label="Palette")
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with gr.Group(elem_classes="controls-group"):
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gr.Markdown("### 📝 Contenu")
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subject = gr.Textbox(label="Description", placeholder="Décrivez votre vision...")
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title = gr.Textbox(label="Titre", placeholder="Titre de l'affiche...")
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with gr.Group(elem_classes="advanced-controls"):
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gr.Markdown("### 🎯 Ajustements Fins")
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with gr.Row():
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detail_level = gr.Slider(minimum=1, maximum=10, value=7, step=1, label="Niveau de Détail")
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contrast = gr.Slider(minimum=1, maximum=10, value=5, step=1, label="Contraste")
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saturation = gr.Slider(minimum=1, maximum=10, value=5, step=1, label="Saturation")
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with gr.Group(elem_classes="controls-group"):
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with gr.Row():
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+
quality = gr.Slider(minimum=30, maximum=50, value=35, label="Qualité")
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+
creativity = gr.Slider(minimum=5, maximum=15, value=7.5, label="Créativité")
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+
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211 |
with gr.Row():
|
212 |
generate_btn = gr.Button("✨ Générer", variant="primary")
|
213 |
clear_btn = gr.Button("🗑️ Effacer", variant="secondary")
|
214 |
+
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|
215 |
image_output = gr.Image(label="Aperçu")
|
216 |
status = gr.Textbox(label="Statut", interactive=False)
|
217 |
+
|
218 |
def generate(*args):
|
219 |
logger.info("Démarrage d'une nouvelle génération")
|
220 |
params = {
|
221 |
+
"format_size": args[0], "orientation": args[1], "style": args[2],
|
222 |
+
"layout": args[3], "ambiance": args[4], "palette": args[5],
|
223 |
+
"subject": args[6], "title": args[7], "detail_level": args[8],
|
224 |
+
"contrast": args[9], "saturation": args[10], "quality": args[11],
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|
225 |
"creativity": args[12]
|
226 |
}
|
227 |
result = generator.generate(params)
|
228 |
logger.info(f"Génération terminée avec statut: {result[1]}")
|
229 |
return result
|
230 |
+
|
231 |
generate_btn.click(
|
232 |
generate,
|
233 |
+
inputs=[format_size, orientation, style, layout, ambiance, palette, subject, title, detail_level, contrast, saturation, quality, creativity],
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|
234 |
outputs=[image_output, status]
|
235 |
)
|
236 |
+
|
237 |
+
clear_btn.click(lambda: (None, "🗑️ Image effacée"), outputs=[image_output, status])
|
238 |
+
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|
239 |
logger.info("Interface créée avec succès")
|
240 |
return app
|
241 |
|