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import os |
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import aiohttp |
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from typing import Optional |
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class FluxClient: |
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def __init__(self, api_key: str): |
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self.api_key = api_key |
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self.endpoint = os.getenv("FLUX_ENDPOINT") |
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self._session = None |
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async def _get_session(self): |
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if self._session is None: |
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self._session = aiohttp.ClientSession() |
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return self._session |
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async def generate_image(self, |
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prompt: str, |
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width: int, |
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height: int, |
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num_inference_steps: int = 5, |
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guidance_scale: float = 9.0) -> Optional[bytes]: |
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"""Génère une image à partir d'un prompt.""" |
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try: |
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width = (width // 8) * 8 |
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height = (height // 8) * 8 |
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print(f"Sending request to Hugging Face API: {self.endpoint}") |
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print(f"Headers: Authorization: Bearer {self.api_key[:4]}...") |
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print(f"Request body: {prompt[:100]}...") |
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session = await self._get_session() |
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async with session.post( |
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self.endpoint, |
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headers={ |
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"Authorization": f"Bearer {self.api_key}", |
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"Accept": "image/jpeg" |
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}, |
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json={ |
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"inputs": prompt, |
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"parameters": { |
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"num_inference_steps": num_inference_steps, |
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"guidance_scale": guidance_scale, |
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"width": width, |
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"height": height, |
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"negative_prompt": "Bubbles, text, caption. Do not include bright or clean clothing." |
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} |
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} |
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) as response: |
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print(f"Response status code: {response.status}") |
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print(f"Response headers: {response.headers}") |
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print(f"Response content type: {response.headers.get('content-type', 'unknown')}") |
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if response.status == 200: |
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content = await response.read() |
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content_length = len(content) |
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print(f"Received successful response with content length: {content_length}") |
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if isinstance(content, bytes): |
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print("Response content is bytes (correct)") |
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else: |
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print(f"Warning: Response content is {type(content)}") |
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return content |
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else: |
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error_content = await response.text() |
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print(f"Error from Flux API: {response.status}") |
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print(f"Response content: {error_content}") |
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return None |
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except Exception as e: |
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print(f"Error in FluxClient.generate_image: {str(e)}") |
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import traceback |
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print(f"Traceback: {traceback.format_exc()}") |
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return None |
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async def close(self): |
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if self._session: |
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await self._session.close() |
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self._session = None |