Create constants.py

constants.py

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+"""
+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"}
+}