Spaces:
Sleeping
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Update app.py
Browse files
app.py
CHANGED
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@@ -8,22 +8,57 @@ import base64
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import io
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import logging
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import time
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-
from typing import Optional, Tuple
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import warnings
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import requests
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import json
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warnings.filterwarnings("ignore")
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logging.basicConfig(
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logger = logging.getLogger(__name__)
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MAX_IMAGE_SIZE = 1024
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RATE_LIMIT_DELAY = 3
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API_RETRY_COUNT =
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IMAGE_MODELS = {
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"Freepik Gemini 2.5 Flash": {
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@@ -60,11 +95,90 @@ except ImportError:
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yolo_available = False
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logger.info("YOLO not available - optional feature")
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class NanoBananaApp:
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def __init__(self):
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self.gemini_model = None
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self.yolo_model = None
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self._initialize_gemini()
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def _initialize_gemini(self):
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if not GEMINI_API_KEY:
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@@ -103,40 +217,45 @@ class NanoBananaApp:
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else:
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return None, f"Unsupported API type: {api_type}"
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def _generate_with_freepik(self, image, prompt, style, editing_mode, api_key):
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if not api_key:
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return None, "Freepik API key not provided"
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try:
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buffered = io.BytesIO()
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image.save(buffered, format='PNG')
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image_b64 = base64.b64encode(buffered.getvalue()).decode('utf-8')
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full_prompt = self._build_enhanced_prompt(prompt, style, editing_mode)
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# Note: This URL may need to be updated based on actual Freepik API documentation
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url = "https://api.freepik.com/v1/ai/text-to-image"
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payload = {
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"prompt": full_prompt,
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"num_images": 1,
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"image": {
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"size": "1024x1024"
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}
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"x-freepik-api-key": api_key,
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"Content-Type": "application/json"
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}
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if response.status_code == 200:
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result = response.json()
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logger.info(f"Freepik response data keys: {list(result.keys())}")
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if 'data' in result and len(result['data']) > 0:
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data_item = result['data'][0]
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return None, f"Freepik API: Unexpected response format - available keys: {list(result.keys())}"
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elif response.status_code == 401:
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elif response.status_code == 403:
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elif response.status_code == 429:
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else:
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try:
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error_data = response.json()
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except:
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except Exception as e:
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logger.error(f"Freepik generation failed: {e}")
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@@ -202,21 +333,63 @@ class NanoBananaApp:
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def _build_enhanced_prompt(self, prompt, style, editing_mode):
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style_modifiers = {
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"realistic":
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}
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mode_descriptions = {
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"complete":
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}
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def load_yolo_optional(self):
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if not yolo_available:
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if not prompt or not prompt.strip():
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return image, image, image, None, "π Please provide a transformation prompt", None
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user_api_keys = {
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"freepik":
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}
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try:
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import io
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import logging
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import time
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from typing import Optional, Tuple, Dict, List
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import warnings
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import requests
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import json
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import random
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from functools import wraps
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warnings.filterwarnings("ignore")
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logging.basicConfig(
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level=logging.INFO,
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format='%(asctime)s - %(name)s - %(levelname)s - %(message)s',
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handlers=[
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logging.StreamHandler(),
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logging.FileHandler('nano_banana.log')
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]
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)
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logger = logging.getLogger(__name__)
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def validate_api_key(api_key, api_name):
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if not api_key:
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return False, f"{api_name} API key not provided"
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if len(api_key.strip()) < 10:
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return False, f"{api_name} API key appears to be too short"
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if api_key.startswith(' ') or api_key.endswith(' '):
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return False, f"{api_name} API key has leading/trailing whitespace"
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return True, f"{api_name} API key format validated"
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def get_secure_api_key(env_var_name, api_name):
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api_key = os.getenv(env_var_name)
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if api_key:
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is_valid, message = validate_api_key(api_key, api_name)
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if is_valid:
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logger.info(f"{api_name} API key loaded and validated")
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return api_key.strip()
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else:
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logger.warning(f"{api_name} API key validation failed: {message}")
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return None
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return None
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GEMINI_API_KEY = get_secure_api_key("GEMINI_API_KEY", "Gemini")
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ELEVENLABS_API_KEY = get_secure_api_key("ELEVENLABS_API_KEY", "ElevenLabs")
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FREEPIK_API_KEY = get_secure_api_key("FREEPIK_API_KEY", "Freepik")
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MAX_IMAGE_SIZE = 1024
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RATE_LIMIT_DELAY = 3
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API_RETRY_COUNT = 5
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MAX_BACKOFF_TIME = 60
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BASE_BACKOFF = 1
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IMAGE_MODELS = {
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"Freepik Gemini 2.5 Flash": {
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yolo_available = False
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logger.info("YOLO not available - optional feature")
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def retry_with_backoff(max_retries=API_RETRY_COUNT, base_delay=BASE_BACKOFF):
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def decorator(func):
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@wraps(func)
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def wrapper(*args, **kwargs):
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last_exception = None
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for attempt in range(max_retries):
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try:
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return func(*args, **kwargs)
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except requests.exceptions.RequestException as e:
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last_exception = e
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if hasattr(e, 'response') and e.response is not None:
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status_code = e.response.status_code
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if status_code == 429:
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wait_time = min(base_delay * (2 ** attempt) + random.uniform(0, 1), MAX_BACKOFF_TIME)
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logger.warning(f"Rate limit hit, retrying in {wait_time:.2f}s (attempt {attempt + 1}/{max_retries})")
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time.sleep(wait_time)
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continue
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elif status_code in [500, 502, 503, 504]:
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wait_time = min(base_delay * (2 ** attempt), MAX_BACKOFF_TIME)
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logger.warning(f"Server error {status_code}, retrying in {wait_time:.2f}s (attempt {attempt + 1}/{max_retries})")
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time.sleep(wait_time)
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continue
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else:
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logger.error(f"Non-retryable error: {status_code}")
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break
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else:
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wait_time = min(base_delay * (2 ** attempt), MAX_BACKOFF_TIME)
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logger.warning(f"Network error, retrying in {wait_time:.2f}s (attempt {attempt + 1}/{max_retries})")
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time.sleep(wait_time)
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except Exception as e:
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last_exception = e
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logger.error(f"Unexpected error on attempt {attempt + 1}: {e}")
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break
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if last_exception:
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raise last_exception
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return None
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return wrapper
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return decorator
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class NanoBananaApp:
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def __init__(self):
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self.gemini_model = None
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self.yolo_model = None
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self.session = self._create_session()
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self._initialize_gemini()
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def _create_session(self):
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session = requests.Session()
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session.headers.update({
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'User-Agent': 'NanoBanana/1.0',
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'Accept': 'application/json',
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'Content-Type': 'application/json'
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})
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adapter = requests.adapters.HTTPAdapter(
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max_retries=requests.adapters.Retry(
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total=3,
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backoff_factor=0.3,
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status_forcelist=[500, 502, 503, 504]
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)
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)
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session.mount('http://', adapter)
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session.mount('https://', adapter)
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return session
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def _log_api_response(self, response, api_name="API"):
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logger.info(f"{api_name} Response: {response.status_code}")
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if response.status_code != 200:
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logger.error(f"{api_name} Error: {response.status_code} - {response.text[:500]}")
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else:
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logger.info(f"{api_name} Success: Request completed")
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def _validate_api_response(self, response, expected_keys=None):
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if not response:
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return False, "Empty response"
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if expected_keys:
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missing_keys = [key for key in expected_keys if key not in response]
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if missing_keys:
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return False, f"Missing keys: {missing_keys}"
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return True, "Valid response"
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def _initialize_gemini(self):
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if not GEMINI_API_KEY:
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else:
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return None, f"Unsupported API type: {api_type}"
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@retry_with_backoff(max_retries=API_RETRY_COUNT)
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def _generate_with_freepik(self, image, prompt, style, editing_mode, api_key):
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if not api_key:
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return None, "Freepik API key not provided"
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try:
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buffered = io.BytesIO()
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image.save(buffered, format='PNG', optimize=True, quality=95)
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image_b64 = base64.b64encode(buffered.getvalue()).decode('utf-8')
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full_prompt = self._build_enhanced_prompt(prompt, style, editing_mode)
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logger.info(f"Enhanced prompt (first 200 chars): {full_prompt[:200]}...")
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url = "https://api.freepik.com/v1/ai/text-to-image"
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payload = {
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"prompt": full_prompt,
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"num_images": 1,
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"image": {
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"size": "1024x1024"
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},
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"style": style,
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"mode": editing_mode
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}
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self.session.headers.update({
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"x-freepik-api-key": api_key
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})
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response = self.session.post(url, json=payload, timeout=60)
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self._log_api_response(response, "Freepik")
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if response.status_code == 200:
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result = response.json()
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logger.info(f"Freepik response data keys: {list(result.keys())}")
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is_valid, validation_msg = self._validate_api_response(result, ['data'])
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if not is_valid:
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logger.warning(f"Response validation failed: {validation_msg}")
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if 'data' in result and len(result['data']) > 0:
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data_item = result['data'][0]
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return None, f"Freepik API: Unexpected response format - available keys: {list(result.keys())}"
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elif response.status_code == 401:
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logger.error("Freepik API authentication failed")
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return None, "π Invalid or expired Freepik API key. Please check your API key."
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elif response.status_code == 403:
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logger.error("Freepik API access forbidden")
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return None, "π« Freepik API access forbidden. Please check your subscription plan and permissions."
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elif response.status_code == 429:
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logger.warning("Freepik API rate limit exceeded")
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return None, "β±οΈ Freepik API rate limit exceeded. Please wait before making another request."
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elif response.status_code == 400:
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logger.error("Freepik API bad request")
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return None, "π Invalid request parameters. Please check your prompt and settings."
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elif response.status_code >= 500:
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logger.error(f"Freepik API server error: {response.status_code}")
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return None, f"π οΈ Freepik API server error ({response.status_code}). Please try again later."
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else:
|
| 320 |
try:
|
| 321 |
error_data = response.json()
|
| 322 |
+
error_message = error_data.get('message', 'Unknown error')
|
| 323 |
+
logger.error(f"Freepik API error {response.status_code}: {error_message}")
|
| 324 |
+
return None, f"β Freepik API error ({response.status_code}): {error_message}"
|
| 325 |
except:
|
| 326 |
+
logger.error(f"Freepik API error {response.status_code}: {response.text[:200]}")
|
| 327 |
+
return None, f"β Freepik API error ({response.status_code}): {response.text[:200]}"
|
| 328 |
|
| 329 |
except Exception as e:
|
| 330 |
logger.error(f"Freepik generation failed: {e}")
|
|
|
|
| 333 |
|
| 334 |
def _build_enhanced_prompt(self, prompt, style, editing_mode):
|
| 335 |
style_modifiers = {
|
| 336 |
+
"realistic": {
|
| 337 |
+
"base": "photorealistic, high-quality construction, professional architecture",
|
| 338 |
+
"materials": "concrete, steel, glass, brick, modern building materials",
|
| 339 |
+
"lighting": "natural lighting, architectural photography, professional composition",
|
| 340 |
+
"details": "precise construction details, realistic textures, accurate proportions"
|
| 341 |
+
},
|
| 342 |
+
"futuristic": {
|
| 343 |
+
"base": "futuristic, high-tech, modern glass and steel, sci-fi architecture",
|
| 344 |
+
"materials": "smart glass, carbon fiber, LED lighting, metallic surfaces",
|
| 345 |
+
"lighting": "neon accents, ambient lighting, dynamic color schemes",
|
| 346 |
+
"details": "sleek lines, geometric patterns, technological integration"
|
| 347 |
+
},
|
| 348 |
+
"artistic": {
|
| 349 |
+
"base": "artistic, creative design, unique architecture, colorful and innovative",
|
| 350 |
+
"materials": "mixed media, colorful facades, creative textures, artistic elements",
|
| 351 |
+
"lighting": "dramatic lighting, vibrant colors, artistic composition",
|
| 352 |
+
"details": "creative patterns, artistic flourishes, unique design elements"
|
| 353 |
+
}
|
| 354 |
}
|
| 355 |
|
| 356 |
mode_descriptions = {
|
| 357 |
+
"complete": {
|
| 358 |
+
"action": "Complete and finish this unfinished construction project",
|
| 359 |
+
"focus": "seamless integration, structural completion, architectural consistency",
|
| 360 |
+
"outcome": "fully realized building with complete structure and details"
|
| 361 |
+
},
|
| 362 |
+
"edit": {
|
| 363 |
+
"action": "Edit and transform specific elements of this construction image",
|
| 364 |
+
"focus": "targeted modifications, enhanced features, improved design",
|
| 365 |
+
"outcome": "enhanced version with specific improvements and modifications"
|
| 366 |
+
},
|
| 367 |
+
"blend": {
|
| 368 |
+
"action": "Blend and reimagine this construction with new architectural elements",
|
| 369 |
+
"focus": "creative fusion, architectural harmony, innovative design integration",
|
| 370 |
+
"outcome": "seamlessly blended design combining existing and new elements"
|
| 371 |
+
}
|
| 372 |
}
|
| 373 |
|
| 374 |
+
style_info = style_modifiers.get(style, style_modifiers["realistic"])
|
| 375 |
+
mode_info = mode_descriptions.get(editing_mode, mode_descriptions["edit"])
|
| 376 |
+
|
| 377 |
+
enhanced_prompt = f"""
|
| 378 |
+
{mode_info['action']}: {prompt}
|
| 379 |
+
|
| 380 |
+
Style Requirements: {style_info['base']}
|
| 381 |
+
Materials: {style_info['materials']}
|
| 382 |
+
Lighting: {style_info['lighting']}
|
| 383 |
+
Details: {style_info['details']}
|
| 384 |
|
| 385 |
+
Focus: {mode_info['focus']}
|
| 386 |
+
Desired Outcome: {mode_info['outcome']}
|
| 387 |
+
|
| 388 |
+
Quality: High-resolution, professional architecture rendering, detailed construction imagery
|
| 389 |
+
Context: Modern construction, building architecture, structural engineering
|
| 390 |
+
"""
|
| 391 |
+
|
| 392 |
+
return enhanced_prompt.strip()
|
| 393 |
|
| 394 |
def load_yolo_optional(self):
|
| 395 |
if not yolo_available:
|
|
|
|
| 595 |
if not prompt or not prompt.strip():
|
| 596 |
return image, image, image, None, "π Please provide a transformation prompt", None
|
| 597 |
|
| 598 |
+
final_freepik_key = freepik_key or FREEPIK_API_KEY
|
| 599 |
+
if final_freepik_key:
|
| 600 |
+
is_valid, validation_msg = validate_api_key(final_freepik_key, "Freepik")
|
| 601 |
+
if not is_valid:
|
| 602 |
+
return image, image, image, None, f"π API Key Error: {validation_msg}", None
|
| 603 |
+
logger.info("User-provided Freepik API key validated")
|
| 604 |
+
|
| 605 |
user_api_keys = {
|
| 606 |
+
"freepik": final_freepik_key
|
| 607 |
}
|
| 608 |
|
| 609 |
try:
|