import gradio as gr import threading import os import shutil import tempfile import time import json from util import process_image_edit, download_and_check_result_nsfw, GoodWebsiteUrl from nfsw import NSFWDetector # Google Gemini URL for restricted languages GOOGLE_GEMINI_URL = "https://aistudio.google.com/models/gemini-2-5-flash-image" # i18n def load_translations(): translations = {} import os i18n_dir = "i18n/" for lang_file in os.listdir(i18n_dir): if lang_file.endswith('.json'): lang = lang_file[:-5] # Remove .json extension try: with open(os.path.join(i18n_dir, lang_file), "r", encoding="utf-8") as f: translations[lang] = json.load(f) except Exception as e: print(f"Failed to load {lang_file}: {e}") return translations translations = load_translations() def t(key, lang="en"): return translations.get(lang, {}).get(key, key) # Configuration parameters TIP_TRY_N = 3 # Show like button tip after 12 tries FREE_TRY_N = 5 # Free phase: first 15 tries without restrictions SLOW_TRY_N = 8 # Slow phase start: 25 tries SLOW2_TRY_N = 12 # Slow phase start: 32 tries RATE_LIMIT_60 = 15 # Full restriction: blocked after 40 tries # Time window configuration (minutes) PHASE_1_WINDOW = 5 # 15-25 tries: 5 minutes PHASE_2_WINDOW = 10 # 25-32 tries: 10 minutes PHASE_3_WINDOW = 20 # 32-40 tries: 20 minutes MAX_IMAGES_PER_WINDOW = 2 # Max images per time window high_priority_n = 2 # 每个ip开头几个任务是高优先级的 IP_Dict = {} # IP generation statistics and time window tracking IP_Generation_Count = {} # Record total generation count for each IP IP_Rate_Limit_Track = {} # Record generation count and timestamp in current time window for each IP IP_Country_Cache = {} # Cache IP country information to avoid repeated queries # Country usage statistics Country_Usage_Stats = {} # Track usage count by country Total_Request_Count = 0 # Total request counter for periodic printing PRINT_STATS_INTERVAL = 10 # Print stats every N requests # Async IP query tracking IP_Query_Results = {} # Track async query results # Restricted countries list (these countries have lower usage limits) RESTRICTED_COUNTRIES = ["印度", "巴基斯坦", "俄罗斯", "中国"] RESTRICTED_COUNTRY_LIMIT = 1 # Max usage for restricted countries country_dict = { "zh": ["中国"], "hi": ["印度"], "fi": ["芬兰"], "en": ["美国", "澳大利亚", "英国", "加拿大", "新西兰", "爱尔兰"], "es": ["西班牙", "墨西哥", "阿根廷", "哥伦比亚", "智利", "秘鲁"], "pt": ["葡萄牙", "巴西"], "fr": ["法国", "摩纳哥"], "de": ["德国", "奥地利", ], "it": ["意大利", "圣马力诺", "梵蒂冈"], "ja": ["日本"], "ru": ["俄罗斯"], "uk": ["乌克兰"], "ar": ["沙特阿拉伯", "埃及", "阿拉伯联合酋长国", "摩洛哥"], "nl":["荷兰"], "no":["挪威"], "sv":["瑞典"], "id":["印度尼西亚"], "vi": ["越南"], "he": ["以色列"], "tr": ["土耳其"], "da": ["丹麦"], } def query_ip_country(client_ip): """ Query IP address geo information with robust error handling Features: - 3 second timeout limit - Comprehensive error handling - Automatic fallback to default values - Cache mechanism to avoid repeated queries Returns: dict: {"country": str, "region": str, "city": str} """ # Check cache first - no API call for subsequent visits if client_ip in IP_Country_Cache: print(f"Using cached IP data for {client_ip}") return IP_Country_Cache[client_ip] # Validate IP address if not client_ip or client_ip in ["127.0.0.1", "localhost", "::1"]: print(f"Invalid or local IP address: {client_ip}, using default") default_geo = {"country": "Unknown", "region": "Unknown", "city": "Unknown"} IP_Country_Cache[client_ip] = default_geo return default_geo # First time visit - query API with robust error handling print(f"Querying IP geolocation for {client_ip}...") try: import requests from requests.exceptions import Timeout, ConnectionError, RequestException api_url = f"https://api.vore.top/api/IPdata?ip={client_ip}" # Make request with 3 second timeout response = requests.get(api_url, timeout=3) if response.status_code == 200: data = response.json() if data.get("code") == 200 and "ipdata" in data: ipdata = data["ipdata"] geo_info = { "country": ipdata.get("info1", "Unknown"), "region": ipdata.get("info2", "Unknown"), "city": ipdata.get("info3", "Unknown") } IP_Country_Cache[client_ip] = geo_info print(f"Successfully detected location for {client_ip}: {geo_info['country']}") return geo_info else: print(f"API returned invalid data for {client_ip}: {data}") else: print(f"API request failed with status {response.status_code} for {client_ip}") except Timeout: print(f"Timeout (>3s) querying IP location for {client_ip}, using default") except ConnectionError: print(f"Network connection error for IP {client_ip}, using default") except RequestException as e: print(f"Request error for IP {client_ip}: {e}, using default") except Exception as e: print(f"Unexpected error querying IP {client_ip}: {e}, using default") # All failures lead here - cache default and return default_geo = {"country": "Unknown", "region": "Unknown", "city": "Unknown"} IP_Country_Cache[client_ip] = default_geo print(f"Cached default location for {client_ip}") return default_geo def query_ip_country_async(client_ip): """ Async version that returns immediately with default, then updates cache in background Returns: tuple: (immediate_lang, geo_info_or_none) """ # If already cached, return immediately if client_ip in IP_Country_Cache: geo_info = IP_Country_Cache[client_ip] lang = get_lang_from_country(geo_info["country"]) return lang, geo_info # Return default immediately, query in background return "en", None def get_lang_from_country(country): """ Map country name to language code with comprehensive validation Features: - Handles invalid/empty input - Case-insensitive matching - Detailed logging - Always returns valid language code Args: country (str): Country name Returns: str: Language code (always valid, defaults to "en") """ # Input validation if not country or not isinstance(country, str) or country.strip() == "": print(f"Invalid country provided: '{country}', defaulting to English") return "en" # Normalize country name country = country.strip() if country.lower() == "unknown": print(f"Unknown country, defaulting to English") return "en" try: # Search in country dictionary with case-sensitive match first for lang, countries in country_dict.items(): if country in countries: print(f"Matched country '{country}' to language '{lang}'") return lang # If no exact match, try case-insensitive match country_lower = country.lower() for lang, countries in country_dict.items(): for country_variant in countries: if country_variant.lower() == country_lower: print(f"Case-insensitive match: country '{country}' to language '{lang}'") return lang # No match found print(f"Country '{country}' not found in country_dict, defaulting to English") return "en" except Exception as e: print(f"Error matching country '{country}': {e}, defaulting to English") return "en" def get_lang_from_ip(client_ip): """ Get language based on IP geolocation with comprehensive error handling Features: - Validates input IP address - Handles all possible exceptions - Always returns a valid language code - Defaults to English on any failure - Includes detailed logging Args: client_ip (str): Client IP address Returns: str: Language code (always valid, defaults to "en") """ # Input validation if not client_ip or not isinstance(client_ip, str): print(f"Invalid IP address provided: {client_ip}, defaulting to English") return "en" try: # Query geolocation info (has its own error handling and 3s timeout) geo_info = query_ip_country(client_ip) if not geo_info or not isinstance(geo_info, dict): print(f"No geolocation data for {client_ip}, defaulting to English") return "en" # Extract country with fallback country = geo_info.get("country", "Unknown") if not country or country == "Unknown": print(f"Unknown country for IP {client_ip}, defaulting to English") return "en" # Map country to language detected_lang = get_lang_from_country(country) # Validate language code if not detected_lang or not isinstance(detected_lang, str) or len(detected_lang) != 2: print(f"Invalid language code '{detected_lang}' for {client_ip}, defaulting to English") return "en" print(f"IP {client_ip} -> Country: {country} -> Language: {detected_lang}") return detected_lang except Exception as e: print(f"Unexpected error getting language from IP {client_ip}: {e}, defaulting to English") return "en" # Always return a valid language code def is_restricted_country_ip(client_ip): """ Check if IP is from a restricted country Returns: bool: True if from restricted country """ geo_info = query_ip_country(client_ip) country = geo_info["country"] return country in RESTRICTED_COUNTRIES def get_ip_max_limit(client_ip): """ Get max usage limit for IP based on country Returns: int: Max usage limit """ if is_restricted_country_ip(client_ip): return RESTRICTED_COUNTRY_LIMIT else: return RATE_LIMIT_60 def get_ip_generation_count(client_ip): """ Get IP generation count """ if client_ip not in IP_Generation_Count: IP_Generation_Count[client_ip] = 0 return IP_Generation_Count[client_ip] def increment_ip_generation_count(client_ip): """ Increment IP generation count """ if client_ip not in IP_Generation_Count: IP_Generation_Count[client_ip] = 0 IP_Generation_Count[client_ip] += 1 return IP_Generation_Count[client_ip] def get_ip_phase(client_ip): """ Get current phase for IP Returns: str: 'free', 'rate_limit_1', 'rate_limit_2', 'rate_limit_3', 'blocked' """ count = get_ip_generation_count(client_ip) max_limit = get_ip_max_limit(client_ip) # For restricted countries, check if they've reached their limit if is_restricted_country_ip(client_ip): if count >= max_limit: return 'blocked' elif count >= max_limit - 2: # Last 2 attempts return 'rate_limit_3' elif count >= max_limit - 3: # 3rd attempt from end return 'rate_limit_2' elif count >= max_limit - 4: # 4th attempt from end return 'rate_limit_1' else: return 'free' # For normal countries, use standard limits if count < FREE_TRY_N: return 'free' elif count < SLOW_TRY_N: return 'rate_limit_1' # NSFW blur + 5 minutes 2 images elif count < SLOW2_TRY_N: return 'rate_limit_2' # NSFW blur + 10 minutes 2 images elif count < max_limit: return 'rate_limit_3' # NSFW blur + 20 minutes 2 images else: return 'blocked' # Generation blocked def check_rate_limit_for_phase(client_ip, phase): """ Check rate limit for specific phase Returns: tuple: (is_limited, wait_time_minutes, current_count) """ if phase not in ['rate_limit_1', 'rate_limit_2', 'rate_limit_3']: return False, 0, 0 # Determine time window if phase == 'rate_limit_1': window_minutes = PHASE_1_WINDOW elif phase == 'rate_limit_2': window_minutes = PHASE_2_WINDOW else: # rate_limit_3 window_minutes = PHASE_3_WINDOW current_time = time.time() window_key = f"{client_ip}_{phase}" # Clean expired records if window_key in IP_Rate_Limit_Track: track_data = IP_Rate_Limit_Track[window_key] # Check if within current time window if current_time - track_data['start_time'] > window_minutes * 60: # Time window expired, reset IP_Rate_Limit_Track[window_key] = { 'count': 0, 'start_time': current_time, 'last_generation': current_time } else: # Initialize IP_Rate_Limit_Track[window_key] = { 'count': 0, 'start_time': current_time, 'last_generation': current_time } track_data = IP_Rate_Limit_Track[window_key] # Check if exceeded limit if track_data['count'] >= MAX_IMAGES_PER_WINDOW: # Calculate remaining wait time elapsed = current_time - track_data['start_time'] wait_time = (window_minutes * 60) - elapsed wait_minutes = max(0, wait_time / 60) return True, wait_minutes, track_data['count'] return False, 0, track_data['count'] def update_country_stats(client_ip): """ Update country usage statistics and print periodically """ global Total_Request_Count, Country_Usage_Stats # Get country info geo_info = IP_Country_Cache.get(client_ip, {"country": "Unknown", "region": "Unknown", "city": "Unknown"}) country = geo_info["country"] # Update country stats if country not in Country_Usage_Stats: Country_Usage_Stats[country] = 0 Country_Usage_Stats[country] += 1 # Increment total request counter Total_Request_Count += 1 # Print stats every N requests if Total_Request_Count % PRINT_STATS_INTERVAL == 0: print("\n" + "="*60) print(f"📊 国家使用统计 (总请求数: {Total_Request_Count})") print("="*60) # Sort by usage count (descending) sorted_stats = sorted(Country_Usage_Stats.items(), key=lambda x: x[1], reverse=True) for country_name, count in sorted_stats: percentage = (count / Total_Request_Count) * 100 print(f" {country_name}: {count} 次 ({percentage:.1f}%)") print("="*60 + "\n") def record_generation_attempt(client_ip, phase): """ Record generation attempt """ # Increment total count increment_ip_generation_count(client_ip) # Update country statistics update_country_stats(client_ip) # Record time window count if phase in ['rate_limit_1', 'rate_limit_2', 'rate_limit_3']: window_key = f"{client_ip}_{phase}" current_time = time.time() if window_key in IP_Rate_Limit_Track: IP_Rate_Limit_Track[window_key]['count'] += 1 IP_Rate_Limit_Track[window_key]['last_generation'] = current_time else: IP_Rate_Limit_Track[window_key] = { 'count': 1, 'start_time': current_time, 'last_generation': current_time } def apply_gaussian_blur_to_image_url(image_url, blur_strength=50): """ Apply Gaussian blur to image URL Args: image_url (str): Original image URL blur_strength (int): Blur strength, default 50 (heavy blur) Returns: PIL.Image: Blurred PIL Image object """ try: import requests from PIL import Image, ImageFilter import io # Download image response = requests.get(image_url, timeout=30) if response.status_code != 200: return None # Convert to PIL Image image_data = io.BytesIO(response.content) image = Image.open(image_data) # Apply heavy Gaussian blur blurred_image = image.filter(ImageFilter.GaussianBlur(radius=blur_strength)) return blurred_image except Exception as e: print(f"⚠️ Failed to apply Gaussian blur: {e}") return None # Initialize NSFW detector (download from Hugging Face) try: nsfw_detector = NSFWDetector() # Auto download falconsai_yolov9_nsfw_model_quantized.pt from Hugging Face print("✅ NSFW detector initialized successfully") except Exception as e: print(f"❌ NSFW detector initialization failed: {e}") nsfw_detector = None def edit_image_interface(input_image, prompt, lang, request: gr.Request, progress=gr.Progress()): """ Interface function for processing image editing with phase-based limitations """ try: # Extract user IP client_ip = request.client.host x_forwarded_for = dict(request.headers).get('x-forwarded-for') if x_forwarded_for: client_ip = x_forwarded_for if client_ip not in IP_Dict: IP_Dict[client_ip] = 0 IP_Dict[client_ip] += 1 if input_image is None: return None, t("error_upload_first", lang), gr.update(visible=False) if not prompt or prompt.strip() == "": return None, t("error_enter_prompt", lang), gr.update(visible=False) # Check if prompt length is greater than 3 characters if len(prompt.strip()) <= 3: return None, t("error_prompt_too_short", lang), gr.update(visible=False) except Exception as e: print(f"⚠️ Request preprocessing error: {e}") return None, t("error_request_processing", lang), gr.update(visible=False) # Get user current phase current_phase = get_ip_phase(client_ip) current_count = get_ip_generation_count(client_ip) geo_info = IP_Country_Cache.get(client_ip, {"country": "Unknown", "region": "Unknown", "city": "Unknown"}) is_restricted = is_restricted_country_ip(client_ip) print(f"📊 User phase info - IP: {client_ip}, Location: {geo_info['country']}/{geo_info['region']}/{geo_info['city']}, Phase: {current_phase}, Count: {current_count}, Restricted: {is_restricted}") # Check if user reached the like button tip threshold # For restricted countries, show like tip from the first attempt show_like_tip = (current_count >= 1) if is_restricted else (current_count >= TIP_TRY_N) # Check if completely blocked if current_phase == 'blocked': # Generate blocked limit button with different URL for restricted countries if is_restricted or lang in ["hi", "ru", "zh"]: blocked_url = GOOGLE_GEMINI_URL else: blocked_url = 'https://omnicreator.net/#generator' blocked_button_html = f"""
""" # Use same message for all users to avoid discrimination perception blocked_message = t("error_free_limit_reached", lang) return None, blocked_message, gr.update(value=blocked_button_html, visible=True) # Check rate limit (applies to rate_limit phases) if current_phase in ['rate_limit_1', 'rate_limit_2', 'rate_limit_3']: is_limited, wait_minutes, window_count = check_rate_limit_for_phase(client_ip, current_phase) if is_limited: wait_minutes_int = int(wait_minutes) + 1 # Generate rate limit button with different URL for restricted countries if is_restricted or lang in ["hi", "ru", "zh"]: rate_limit_url = GOOGLE_GEMINI_URL else: rate_limit_url = 'https://omnicreator.net/#generator' rate_limit_button_html = f""" """ return None, t("error_free_limit_wait", lang).format(wait_minutes_int=wait_minutes_int), gr.update(value=rate_limit_button_html, visible=True) # Handle NSFW detection based on phase is_nsfw_task = False # Track if this task involves NSFW content # Skip NSFW detection in free phase if current_phase != 'free' and nsfw_detector is not None and input_image is not None: try: nsfw_result = nsfw_detector.predict_pil_label_only(input_image) if nsfw_result.lower() == "nsfw": is_nsfw_task = True print(f"🔍 Input NSFW detected in {current_phase} phase: ❌❌❌ {nsfw_result} - IP: {client_ip} (will blur result)") else: print(f"🔍 Input NSFW check passed: ✅✅✅ {nsfw_result} - IP: {client_ip}") except Exception as e: print(f"⚠️ Input NSFW detection failed: {e}") # Allow continuation when detection fails result_url = None status_message = "" def progress_callback(message): try: nonlocal status_message status_message = message # Add error handling to prevent progress update failure if progress is not None: # Enhanced progress display with better formatting if "Queue:" in message or "tasks ahead" in message: # Queue status - show with different progress value to indicate waiting progress(0.1, desc=message) elif "Processing" in message or "AI is processing" in message: # Processing status progress(0.7, desc=message) elif "Generating" in message or "Almost done" in message: # Generation status progress(0.9, desc=message) else: # Default status progress(0.5, desc=message) except Exception as e: print(f"⚠️ Progress update failed: {e}") try: # Determine priority before recording generation attempt # First high_priority_n tasks for each IP get priority=1 task_priority = 1 if current_count < high_priority_n else 0 # Record generation attempt (before actual generation to ensure correct count) record_generation_attempt(client_ip, current_phase) updated_count = get_ip_generation_count(client_ip) print(f"✅ Processing started - IP: {client_ip}, phase: {current_phase}, total count: {updated_count}, priority: {task_priority}, prompt: {prompt.strip()}", flush=True) # Call image editing processing function with priority input_image_url, result_url, message, task_uuid = process_image_edit(input_image, prompt.strip(), None, progress_callback, priority=task_priority, client_ip=client_ip) # Check if HF user limit exceeded if message and message.startswith("HF_LIMIT_EXCEEDED:"): error_message = message.replace("HF_LIMIT_EXCEEDED:", "") # Generate HF limit exceeded button (similar to blocked status) hf_limit_url = 'https://omnicreator.net/#generator' hf_limit_button_html = f""" """ # Use translated message or default limit_message = error_message if error_message else t("error_free_limit_reached", lang) return None, limit_message, gr.update(value=hf_limit_button_html, visible=True) if result_url: print(f"✅ Processing completed successfully - IP: {client_ip}, result_url: {result_url}, task_uuid: {task_uuid}", flush=True) # Detect result image NSFW content (only in rate limit phases) if nsfw_detector is not None and current_phase != 'free': try: if progress is not None: progress(0.9, desc=t("status_checking_result", lang)) is_nsfw, nsfw_error = download_and_check_result_nsfw(result_url, nsfw_detector) if nsfw_error: print(f"⚠️ Result image NSFW detection error - IP: {client_ip}, error: {nsfw_error}") elif is_nsfw: is_nsfw_task = True # Mark task as NSFW print(f"🔍 Result image NSFW detected in {current_phase} phase: ❌❌❌ - IP: {client_ip} (will blur result)") else: print(f"🔍 Result image NSFW check passed: ✅✅✅ - IP: {client_ip}") except Exception as e: print(f"⚠️ Result image NSFW detection exception - IP: {client_ip}, error: {str(e)}") # Apply blur if this is an NSFW task in rate limit phases should_blur = False if current_phase in ['rate_limit_1', 'rate_limit_2', 'rate_limit_3'] and is_nsfw_task: should_blur = True # Apply blur processing if should_blur: if progress is not None: progress(0.95, desc=t("status_applying_filter", lang)) blurred_image = apply_gaussian_blur_to_image_url(result_url) if blurred_image is not None: final_result = blurred_image # Return PIL Image object final_message = t("warning_content_filter", lang) print(f"🔒 Applied Gaussian blur for NSFW content - IP: {client_ip}") else: # Blur failed, return original URL with warning final_result = result_url final_message = t("warning_content_review", lang) # Generate NSFW button for blurred content with different URL for restricted countries if is_restricted or lang in ["hi", "ru", "zh"]: nsfw_url = GOOGLE_GEMINI_URL else: nsfw_url = 'https://omnicreator.net/#generator' nsfw_action_buttons_html = f""" """ return final_result, final_message, gr.update(value=nsfw_action_buttons_html, visible=True) else: final_result = result_url final_message = t("status_completed_message", lang).format(message=message) try: if progress is not None: progress(1.0, desc=t("status_processing_completed", lang)) except Exception as e: print(f"⚠️ Final progress update failed: {e}") # Generate action buttons HTML action_buttons_html = "" # For restricted countries, only show like tip (no action buttons) if is_restricted: if show_like_tip: action_buttons_html = """{t('seo_unlimited_desc', lang)}
{t('seo_unlimited_footer', lang)}
{t('seo_professional_desc', lang)}
{t('seo_feature1_desc', lang)}
{t('seo_feature2_desc', lang)}
{t('seo_feature3_desc', lang)}
{t('seo_feature4_desc', lang)}
{t('seo_feature5_desc', lang)}
{t('seo_feature6_desc', lang)}
{t('seo_protip1_desc', lang)}
{t('seo_protip2_desc', lang)}
{t('seo_protip3_desc', lang)}
{t('seo_protip4_desc', lang)}