config.py

# config.py
from transformers import AutoTokenizer, AutoModelForSequenceClassification

# 모델 및 토크나이저 로드
model_name = "hun3359/klue-bert-base-sentiment"
tokenizer = AutoTokenizer.from_pretrained(model_name)
model = AutoModelForSequenceClassification.from_pretrained(model_name)

# 라벨 매핑
label_mapping = {
    0: '분노', 1: '툴툴대는', 2: '좌절한', 3: '짜증내는', 4: '방어적인', 5: '악의적인', 6: '안달하는', 7: '구역질 나는', 8: '노여워하는', 9: '성가신',
    10: '슬픔', 11: '실망한', 12: '비통한', 13: '후회되는', 14: '우울한', 15: '마비된', 16: '염세적인', 17: '눈물이 나는', 18: '낙담한', 19: '환멸을 느끼는',
    20: '불안', 21: '두려운', 22: '스트레스 받는', 23: '취약한', 24: '혼란스러운', 25: '당혹스러운', 26: '회의적인', 27: '걱정스러운', 28: '조심스러운', 29: '초조한',
    30: '상처', 31: '질투하는', 32: '배신당한', 33: '고립된', 34: '충격 받은', 35: '가난한 불우한', 36: '희생된', 37: '억울한', 38: '괴로워하는', 39: '버려진',
    40: '당황', 41: '고립된(당황한)', 42: '남의 시선을 의식하는', 43: '외로운', 44: '열등감', 45: '죄책감의', 46: '부끄러운', 47: '혐오스러운', 48: '한심한', 49: '혼란스러운(당황한)',
    50: '기쁨', 51: '감사하는', 52: '신뢰하는', 53: '편안한', 54: '만족스러운', 55: '흥분', 56: '느긋', 57: '안도', 58: '신이 난', 59: '자신하는'
}

# Big5 차원 정의
big5_dimensions = ['Openness', 'Conscientiousness', 'Extraversion', 'Agreeableness', 'Neuroticism']

# 감정-Big5 연관성 사전 정의
emotion_big5_priors = {
    # 분노 관련 (0-9)
    '분노': {'Openness': -0.1, 'Conscientiousness': -0.3, 'Extraversion': 0.2, 'Agreeableness': -0.7, 'Neuroticism': 0.8},
    '툴툴대는': {'Openness': -0.2, 'Conscientiousness': -0.4, 'Extraversion': -0.1, 'Agreeableness': -0.6, 'Neuroticism': 0.7},
    '좌절한': {'Openness': -0.1, 'Conscientiousness': -0.2, 'Extraversion': -0.3, 'Agreeableness': -0.2, 'Neuroticism': 0.8},
    '짜증내는': {'Openness': -0.1, 'Conscientiousness': -0.3, 'Extraversion': 0.1, 'Agreeableness': -0.6, 'Neuroticism': 0.7},
    '방어적인': {'Openness': -0.3, 'Conscientiousness': 0.1, 'Extraversion': -0.2, 'Agreeableness': -0.5, 'Neuroticism': 0.6},
    '악의적인': {'Openness': -0.2, 'Conscientiousness': -0.4, 'Extraversion': 0.0, 'Agreeableness': -0.8, 'Neuroticism': 0.4},
    '안달하는': {'Openness': 0.0, 'Conscientiousness': -0.2, 'Extraversion': 0.3, 'Agreeableness': -0.3, 'Neuroticism': 0.8},
    '구역질 나는': {'Openness': -0.1, 'Conscientiousness': 0.0, 'Extraversion': -0.4, 'Agreeableness': -0.3, 'Neuroticism': 0.7},
    '노여워하는': {'Openness': -0.1, 'Conscientiousness': -0.2, 'Extraversion': 0.2, 'Agreeableness': -0.7, 'Neuroticism': 0.8},
    '성가신': {'Openness': -0.2, 'Conscientiousness': -0.3, 'Extraversion': 0.0, 'Agreeableness': -0.5, 'Neuroticism': 0.6},

    # 슬픔 관련 (10-19)
    '슬픔': {'Openness': 0.1, 'Conscientiousness': -0.1, 'Extraversion': -0.6, 'Agreeableness': 0.2, 'Neuroticism': 0.8},
    '실망한': {'Openness': 0.0, 'Conscientiousness': -0.2, 'Extraversion': -0.4, 'Agreeableness': 0.1, 'Neuroticism': 0.7},
    '비통한': {'Openness': 0.2, 'Conscientiousness': -0.1, 'Extraversion': -0.7, 'Agreeableness': 0.3, 'Neuroticism': 0.9},
    '후회되는': {'Openness': 0.1, 'Conscientiousness': -0.3, 'Extraversion': -0.3, 'Agreeableness': 0.2, 'Neuroticism': 0.7},
    '우울한': {'Openness': 0.0, 'Conscientiousness': -0.4, 'Extraversion': -0.8, 'Agreeableness': 0.0, 'Neuroticism': 0.9},
    '마비된': {'Openness': -0.2, 'Conscientiousness': -0.5, 'Extraversion': -0.7, 'Agreeableness': 0.0, 'Neuroticism': 0.8},
    '염세적인': {'Openness': 0.0, 'Conscientiousness': -0.3, 'Extraversion': -0.5, 'Agreeableness': -0.2, 'Neuroticism': 0.7},
    '눈물이 나는': {'Openness': 0.2, 'Conscientiousness': 0.0, 'Extraversion': -0.4, 'Agreeableness': 0.3, 'Neuroticism': 0.8},
    '낙담한': {'Openness': 0.0, 'Conscientiousness': -0.3, 'Extraversion': -0.6, 'Agreeableness': 0.1, 'Neuroticism': 0.8},
    '환멸을 느끼는': {'Openness': 0.1, 'Conscientiousness': -0.2, 'Extraversion': -0.4, 'Agreeableness': -0.3, 'Neuroticism': 0.6},

    # 불안 관련 (20-29)
    '불안': {'Openness': 0.0, 'Conscientiousness': -0.1, 'Extraversion': -0.4, 'Agreeableness': 0.1, 'Neuroticism': 0.9},
    '두려운': {'Openness': -0.1, 'Conscientiousness': 0.0, 'Extraversion': -0.5, 'Agreeableness': 0.2, 'Neuroticism': 0.8},
    '스트레스 받는': {'Openness': 0.0, 'Conscientiousness': -0.2, 'Extraversion': -0.3, 'Agreeableness': -0.1, 'Neuroticism': 0.9},
    '취약한': {'Openness': 0.1, 'Conscientiousness': -0.3, 'Extraversion': -0.6, 'Agreeableness': 0.3, 'Neuroticism': 0.8},
    '혼란스러운': {'Openness': -0.1, 'Conscientiousness': -0.4, 'Extraversion': -0.2, 'Agreeableness': 0.0, 'Neuroticism': 0.7},
    '당혹스러운': {'Openness': -0.2, 'Conscientiousness': -0.2, 'Extraversion': -0.3, 'Agreeableness': 0.1, 'Neuroticism': 0.6},
    '회의적인': {'Openness': 0.2, 'Conscientiousness': 0.1, 'Extraversion': -0.2, 'Agreeableness': -0.3, 'Neuroticism': 0.4},
    '걱정스러운': {'Openness': 0.0, 'Conscientiousness': 0.2, 'Extraversion': -0.3, 'Agreeableness': 0.3, 'Neuroticism': 0.8},
    '조심스러운': {'Openness': -0.1, 'Conscientiousness': 0.4, 'Extraversion': -0.4, 'Agreeableness': 0.2, 'Neuroticism': 0.5},
    '초조한': {'Openness': 0.0, 'Conscientiousness': -0.1, 'Extraversion': 0.1, 'Agreeableness': -0.1, 'Neuroticism': 0.8},

    # 상처 관련 (30-39)
    '상처': {'Openness': 0.1, 'Conscientiousness': 0.0, 'Extraversion': -0.4, 'Agreeableness': 0.2, 'Neuroticism': 0.8},
    '질투하는': {'Openness': 0.0, 'Conscientiousness': -0.2, 'Extraversion': 0.1, 'Agreeableness': -0.6, 'Neuroticism': 0.7},
    '배신당한': {'Openness': 0.0, 'Conscientiousness': 0.1, 'Extraversion': -0.3, 'Agreeableness': -0.2, 'Neuroticism': 0.8},
    '고립된': {'Openness': 0.0, 'Conscientiousness': -0.1, 'Extraversion': -0.8, 'Agreeableness': 0.1, 'Neuroticism': 0.7},
    '충격 받은': {'Openness': 0.1, 'Conscientiousness': -0.1, 'Extraversion': -0.3, 'Agreeableness': 0.0, 'Neuroticism': 0.8},
    '가난한 불우한': {'Openness': 0.0, 'Conscientiousness': -0.2, 'Extraversion': -0.4, 'Agreeableness': 0.2, 'Neuroticism': 0.6},
    '희생된': {'Openness': 0.1, 'Conscientiousness': 0.2, 'Extraversion': -0.2, 'Agreeableness': 0.4, 'Neuroticism': 0.6},
    '억울한': {'Openness': 0.0, 'Conscientiousness': 0.1, 'Extraversion': -0.1, 'Agreeableness': -0.2, 'Neuroticism': 0.7},
    '괴로워하는': {'Openness': 0.1, 'Conscientiousness': -0.1, 'Extraversion': -0.5, 'Agreeableness': 0.2, 'Neuroticism': 0.9},
    '버려진': {'Openness': 0.0, 'Conscientiousness': -0.2, 'Extraversion': -0.7, 'Agreeableness': 0.1, 'Neuroticism': 0.8},

    # 당황 관련 (40-49)
    '당황': {'Openness': -0.1, 'Conscientiousness': -0.2, 'Extraversion': -0.4, 'Agreeableness': 0.1, 'Neuroticism': 0.7},
    '고립된(당황한)': {'Openness': -0.1, 'Conscientiousness': -0.1, 'Extraversion': -0.8, 'Agreeableness': 0.0, 'Neuroticism': 0.7},
    '남의 시선을 의식하는': {'Openness': -0.2, 'Conscientiousness': 0.1, 'Extraversion': -0.3, 'Agreeableness': 0.2, 'Neuroticism': 0.6},
    '외로운': {'Openness': 0.0, 'Conscientiousness': 0.0, 'Extraversion': -0.8, 'Agreeableness': 0.1, 'Neuroticism': 0.7},
    '열등감': {'Openness': -0.1, 'Conscientiousness': -0.3, 'Extraversion': -0.5, 'Agreeableness': 0.0, 'Neuroticism': 0.8},
    '죄책감의': {'Openness': 0.1, 'Conscientiousness': 0.3, 'Extraversion': -0.2, 'Agreeableness': 0.4, 'Neuroticism': 0.7},
    '부끄러운': {'Openness': -0.1, 'Conscientiousness': 0.0, 'Extraversion': -0.5, 'Agreeableness': 0.2, 'Neuroticism': 0.6},
    '혐오스러운': {'Openness': -0.2, 'Conscientiousness': 0.0, 'Extraversion': -0.2, 'Agreeableness': -0.5, 'Neuroticism': 0.5},
    '한심한': {'Openness': -0.2, 'Conscientiousness': -0.3, 'Extraversion': -0.4, 'Agreeableness': -0.2, 'Neuroticism': 0.6},
    '혼란스러운(당황한)': {'Openness': -0.2, 'Conscientiousness': -0.3, 'Extraversion': -0.3, 'Agreeableness': 0.0, 'Neuroticism': 0.7},

    # 기쁨 관련 (50-59)
    '기쁨': {'Openness': 0.3, 'Conscientiousness': 0.2, 'Extraversion': 0.7, 'Agreeableness': 0.4, 'Neuroticism': -0.6},
    '감사하는': {'Openness': 0.2, 'Conscientiousness': 0.3, 'Extraversion': 0.3, 'Agreeableness': 0.7, 'Neuroticism': -0.4},
    '신뢰하는': {'Openness': 0.1, 'Conscientiousness': 0.4, 'Extraversion': 0.2, 'Agreeableness': 0.8, 'Neuroticism': -0.5},
    '편안한': {'Openness': 0.1, 'Conscientiousness': 0.3, 'Extraversion': 0.1, 'Agreeableness': 0.3, 'Neuroticism': -0.7},
    '만족스러운': {'Openness': 0.2, 'Conscientiousness': 0.4, 'Extraversion': 0.3, 'Agreeableness': 0.2, 'Neuroticism': -0.6},
    '흥분': {'Openness': 0.4, 'Conscientiousness': 0.0, 'Extraversion': 0.8, 'Agreeableness': 0.1, 'Neuroticism': 0.2},
    '느긋': {'Openness': 0.2, 'Conscientiousness': -0.2, 'Extraversion': 0.1, 'Agreeableness': 0.3, 'Neuroticism': -0.8},
    '안도': {'Openness': 0.0, 'Conscientiousness': 0.1, 'Extraversion': 0.0, 'Agreeableness': 0.2, 'Neuroticism': -0.7},
    '신이 난': {'Openness': 0.3, 'Conscientiousness': 0.0, 'Extraversion': 0.8, 'Agreeableness': 0.3, 'Neuroticism': -0.3},
    '자신하는': {'Openness': 0.2, 'Conscientiousness': 0.5, 'Extraversion': 0.6, 'Agreeableness': 0.1, 'Neuroticism': -0.6}
}