constants.py

"""
Constants and configuration dictionaries for the Ultra Supreme Flux Optimizer
"""

# Forbidden elements to filter out from CLIP results
FORBIDDEN_ELEMENTS = ["++", "weights", "white background [en dev]"]

# Age indicators for demographic analysis
MICRO_AGE_INDICATORS = {
    "infant": ["baby", "infant", "newborn", "toddler"],
    "child": ["child", "kid", "young", "little", "small", "youth"],
    "teen": ["teenager", "teen", "adolescent", "young adult", "student"],
    "young_adult": ["young adult", "twenties", "thirty", "youthful", "fresh"],
    "middle_aged": ["middle-aged", "forties", "fifties", "mature", "experienced"],
    "senior": ["senior", "older", "elderly", "aged", "vintage", "seasoned"],
    "elderly": ["elderly", "old", "ancient", "weathered", "aged", "gray", "grey", 
                "white hair", "silver", "wrinkled", "lined", "creased", "time-worn", 
                "distinguished by age"]
}

# Facial feature analysis categories
ULTRA_FACIAL_ANALYSIS = {
    "eye_features": {
        "shape": ["round eyes", "almond eyes", "narrow eyes", "wide eyes", 
                  "deep-set eyes", "prominent eyes"],
        "expression": ["intense gaze", "piercing stare", "gentle eyes", "wise eyes", 
                       "tired eyes", "alert eyes", "contemplative stare", "focused gaze", 
                       "distant look"],
        "color": ["brown eyes", "blue eyes", "green eyes", "hazel eyes", 
                  "dark eyes", "light eyes"],
        "condition": ["clear eyes", "bloodshot", "bright eyes", "dull eyes", 
                      "sparkling eyes"]
    },
    "eyebrow_analysis": ["thick eyebrows", "thin eyebrows", "bushy eyebrows", 
                         "arched eyebrows", "straight eyebrows", "gray eyebrows"],
    "nose_features": ["prominent nose", "straight nose", "aquiline nose", 
                      "small nose", "wide nose", "narrow nose"],
    "mouth_expression": {
        "shape": ["thin lips", "full lips", "small mouth", "wide mouth"],
        "expression": ["slight smile", "serious expression", "frown", 
                       "neutral expression", "contemplative look", "stern look", 
                       "gentle expression"]
    },
    "facial_hair_ultra": {
        "beard_types": ["full beard", "goatee", "mustache", "stubble", 
                        "clean-shaven", "five o'clock shadow"],
        "beard_texture": ["thick beard", "thin beard", "coarse beard", 
                          "fine beard", "well-groomed beard", "unkempt beard"],
        "beard_color": ["black beard", "brown beard", "gray beard", "grey beard", 
                        "silver beard", "white beard", "salt-and-pepper beard", 
                        "graying beard"],
        "beard_length": ["long beard", "short beard", "trimmed beard", 
                         "full-length beard"]
    },
    "skin_analysis": ["smooth skin", "weathered skin", "wrinkled skin", 
                      "clear skin", "rough skin", "aged skin", "youthful skin", 
                      "tanned skin", "pale skin", "olive skin"],
    "facial_structure": ["angular face", "round face", "oval face", "square jaw", 
                         "defined cheekbones", "high cheekbones", "strong jawline", 
                         "soft features", "sharp features"]
}

# Emotion and expression categories
EMOTION_MICRO_EXPRESSIONS = {
    "primary_emotions": ["happy", "sad", "angry", "fearful", "surprised", 
                         "disgusted", "contemptuous"],
    "complex_emotions": ["contemplative", "melancholic", "serene", "intense", 
                         "peaceful", "troubled", "confident", "uncertain", "wise", 
                         "stern", "gentle", "authoritative"],
    "emotional_indicators": ["furrowed brow", "raised eyebrows", "squinted eyes", 
                             "pursed lips", "relaxed expression", "tense jaw", 
                             "soft eyes", "hard stare"]
}

# Cultural and religious indicators
CULTURAL_RELIGIOUS_ULTRA = {
    "jewish_orthodox": ["Orthodox Jewish", "Hasidic", "Ultra-Orthodox", 
                        "religious Jewish", "traditional Jewish", "devout Jewish"],
    "christian": ["Christian", "Catholic", "Protestant", "Orthodox Christian", 
                  "religious Christian"],
    "muslim": ["Muslim", "Islamic", "religious Muslim", "devout Muslim"],
    "buddhist": ["Buddhist", "monk", "religious Buddhist"],
    "general_religious": ["religious", "devout", "pious", "spiritual", 
                          "faithful", "observant"],
    "traditional_clothing": {
        "jewish": ["yarmulke", "kippah", "tallit", "tzitzit", "black hat", 
                   "Orthodox hat", "religious hat", "traditional Jewish hat"],
        "general": ["religious garment", "traditional clothing", 
                    "ceremonial dress", "formal religious attire"]
    }
}

# Clothing and accessories categories
CLOTHING_ACCESSORIES_ULTRA = {
    "headwear": ["hat", "cap", "beret", "headband", "turban", "hood", 
                 "helmet", "crown", "headpiece"],
    "eyewear": ["glasses", "spectacles", "sunglasses", "reading glasses", 
                "wire-frame glasses", "thick-rimmed glasses", "designer glasses", 
                "vintage glasses"],
    "clothing_types": ["suit", "jacket", "shirt", "dress", "robe", "uniform", 
                       "casual wear", "formal wear", "business attire"],
    "clothing_styles": ["formal", "casual", "business", "traditional", 
                        "modern", "vintage", "classic", "contemporary"],
    "accessories": ["jewelry", "watch", "necklace", "ring", "bracelet", 
                    "earrings", "pin", "brooch"]
}

# Environmental analysis categories
ENVIRONMENTAL_ULTRA_ANALYSIS = {
    "indoor_settings": {
        "residential": ["home", "house", "apartment", "living room", "bedroom", 
                        "kitchen", "dining room"],
        "office": ["office", "workplace", "conference room", "meeting room", 
                   "boardroom", "desk"],
        "institutional": ["school", "hospital", "government building", "court", 
                          "library"],
        "religious": ["church", "synagogue", "mosque", "temple", "chapel", 
                      "sanctuary"],
        "commercial": ["store", "restaurant", "hotel", "mall", "shop"]
    },
    "outdoor_settings": {
        "natural": ["park", "garden", "forest", "beach", "mountain", 
                    "countryside", "field"],
        "urban": ["street", "city", "downtown", "plaza", "square", "avenue"],
        "architectural": ["building", "monument", "bridge", "structure"]
    },
    "lighting_ultra": {
        "natural_light": ["sunlight", "daylight", "morning light", "afternoon light", 
                          "evening light", "golden hour", "blue hour", "overcast light", 
                          "window light"],
        "artificial_light": ["indoor lighting", "electric light", "lamp light", 
                             "overhead lighting", "side lighting", "fluorescent", 
                             "LED lighting"],
        "dramatic_lighting": ["high contrast", "low key", "high key", "chiaroscuro", 
                              "dramatic shadows", "rim lighting", "backlighting", 
                              "spotlight"],
        "quality": ["soft lighting", "hard lighting", "diffused light", 
                    "direct light", "ambient light", "mood lighting"]
    }
}

# Pose and body language categories
POSE_BODY_LANGUAGE_ULTRA = {
    "head_position": ["head up", "head down", "head tilted", "head straight", 
                      "head turned", "profile view", "three-quarter view"],
    "posture": ["upright posture", "slouched", "relaxed posture", 
                "formal posture", "casual stance", "dignified bearing"],
    "hand_positions": ["hands clasped", "hands folded", "hands visible", 
                       "hands hidden", "gesturing", "pointing"],
    "sitting_positions": ["sitting upright", "leaning forward", "leaning back", 
                          "sitting casually", "formal sitting"],
    "eye_contact": ["looking at camera", "looking away", "direct gaze", 
                    "averted gaze", "looking down", "looking up"],
    "overall_demeanor": ["confident", "reserved", "approachable", 
                         "authoritative", "gentle", "stern", "relaxed", "tense"]
}

# Photography composition categories
COMPOSITION_PHOTOGRAPHY_ULTRA = {
    "shot_types": ["close-up", "medium shot", "wide shot", "extreme close-up", 
                   "portrait shot", "headshot", "bust shot", "full body"],
    "angles": ["eye level", "high angle", "low angle", "bird's eye", 
               "worm's eye", "Dutch angle"],
    "framing": ["centered", "off-center", "rule of thirds", "tight framing", 
                "loose framing"],
    "depth_of_field": ["shallow depth", "deep focus", "bokeh", "sharp focus", 
                       "soft focus"],
    "camera_movement": ["static", "handheld", "stabilized", "smooth"]
}

# Technical photography specifications
TECHNICAL_PHOTOGRAPHY_ULTRA = {
    "camera_systems": {
        "professional": ["Phase One XF", "Phase One XT", "Hasselblad X2D", 
                         "Fujifilm GFX", "Canon EOS R5", "Nikon Z9"],
        "medium_format": ["Phase One", "Hasselblad", "Fujifilm GFX", "Pentax 645"],
        "full_frame": ["Canon EOS R", "Nikon Z", "Sony A7", "Leica SL"]
    },
    "lenses_ultra": {
        "portrait": ["85mm f/1.4", "135mm f/2", "105mm f/1.4", "200mm f/2.8"],
        "standard": ["50mm f/1.4", "35mm f/1.4", "24-70mm f/2.8"],
        "wide": ["24mm f/1.4", "16-35mm f/2.8", "14mm f/2.8"]
    },
    "aperture_settings": ["f/1.4", "f/2", "f/2.8", "f/4", "f/5.6", "f/8"],
    "photography_styles": ["portrait photography", "documentary photography", 
                           "fine art photography", "commercial photography", 
                           "editorial photography"]
}

# Quality descriptors based on context
QUALITY_DESCRIPTORS_ULTRA = {
    "based_on_age": {
        "elderly": ["distinguished", "venerable", "dignified", "wise", 
                    "experienced", "seasoned", "time-honored", "revered", 
                    "weathered", "sage-like"],
        "middle_aged": ["professional", "accomplished", "established", 
                        "confident", "mature", "refined", "sophisticated"],
        "young_adult": ["vibrant", "energetic", "fresh", "youthful", 
                        "dynamic", "spirited", "lively"]
    },
    "based_on_emotion": {
        "contemplative": ["thoughtful", "reflective", "meditative", "introspective"],
        "confident": ["assured", "self-possessed", "commanding", "authoritative"],
        "gentle": ["kind", "warm", "compassionate", "tender"],
        "stern": ["serious", "grave", "solemn", "austere"]
    },
    "based_on_setting": {
        "formal": ["professional", "official", "ceremonial", "dignified"],
        "casual": ["relaxed", "informal", "comfortable", "natural"],
        "artistic": ["creative", "expressive", "aesthetic", "artistic"]
    }
}

# Gender indicators for analysis
GENDER_INDICATORS = {
    "male": ["man", "male", "gentleman", "guy", "he", "his", "masculine"],
    "female": ["woman", "female", "lady", "she", "her", "feminine"]
}

# Score thresholds and grading
SCORE_GRADES = {
    95: {"grade": "LEGENDARY", "color": "#059669"},
    90: {"grade": "EXCELLENT", "color": "#10b981"},
    80: {"grade": "VERY GOOD", "color": "#22c55e"},
    70: {"grade": "GOOD", "color": "#f59e0b"},
    60: {"grade": "FAIR", "color": "#f97316"},
    0: {"grade": "NEEDS WORK", "color": "#ef4444"}
}