lc_stylist_agent/app/taxonomy.py

# 这个文件用来储存所有的category和occasion，这是标准文件。
OCCASION = [
    "Casual", "Formal", "Activewear", "Resort", "Evening", "Outdoor", 
    "Business / workwear", "Cocktail / Semi-Formal", "Black Tie / White Tie", 
    "Bridal / Wedding", "Festival / Concert", "Party / Clubbing", 
    "Travel / Transit", "Athleisure", "Beach / Swim", "Ski / Snow / Mountain", 
    "Garden Party / Daytime Event"
]

FASHION_TAXONOMY = {
    'clothing': [
        # --- Tops ---
        't-shirts',          # T恤
        'shirts',            # 衬衫 (泛指梭织)
        'blouses',           # 女式衬衫
        'polo shirts',       # Polo衫
        'tank tops',         # 背心/坎肩
        # --- Knits/Sweaters ---
        'sweaters',          # 毛衣 (泛指)
        'cardigans',         # 开衫
        'pullovers',         # 套头衫
        'hoodies',           # 连帽衫
        'sweatshirts',       # 圆领卫衣
        'vests',             # 马甲/背心 (外穿)
        # --- Outerwear ---
        'coats',             # 大衣 (长款)
        'jackets',           # 夹克 (短款)
        'blazers',           # 西装外套
        # --- Bottoms ---
        'jeans',             # 牛仔裤 (虽是材质，但在时尚界视为独立大类)
        'trousers',          # 西裤/正装长裤
        'pants',             # 长裤 (泛指休闲)
        'joggers',           # 束脚裤
        'leggings',          # 打底裤/紧身裤
        'shorts',            # 短裤
        'skirts',            # 半身裙
        'skorts',            # 裙裤
        # --- One-Piece ---
        'dresses',           # 连衣裙
        'jumpsuits',         # 连体长裤
        'bodysuits',         # 连体紧身衣
        'suits',             # 套装 (西装套)
        # --- Intimates/Swim ---
        'bras',              # 文胸
        'underwear',         # 内衣
        'lingerie',          # 性感内衣
        'pajamas',           # 睡衣套装
        'swimwear',          # 泳装
    ],
    'shoes': [
        'sneakers',
        'formal shoes',
        'heels',
        'flats',
        'sandals',
        'slides',
        'boots',
    ],
    'bags': [
        'shoulder bags',
        'crossbody',
        'bucket bags',
        'tote bags',
        'clutch bags',
        'backpacks',
        'travel bags',
        'luggage',
    ],
    'accessories': [
        # --- Jewelry & Watches ---
        'necklaces',
        'earrings',
        'bracelets',
        'rings',
        'cufflinks',
        'watches',
        # --- Head/Face ---
        'hats',
        'eyewear',
        # --- Body/Textile ---
        'belts',
        'scarves',
        'gloves',
        'ties',
        'bow ties',
        'pocket squares',
        'socks',
    ]
}
CATEGORY_LIST = list(FASHION_TAXONOMY.keys())
ALL_SUBCATEGORY_LIST = sum(FASHION_TAXONOMY.values(), [])

IGNORE_SUBCATEGORY = ['socks', 'watches', 'hats', 'eyewear']

BRAND_WHITELIST = [
    "ALAÏA",
    "BALENCIAGA",
    "BALMAIN",
    "BARBOUR",
    "BOTTEGA VENETA",
    "BRUNELLO CUCINELLI",
    "ALEXANDERWANG",
    "CHLOÉ",
    "DIOR",
    "FEAR OF GOD",
    "FENDI",
    "GIA STUDIOS",
    "GUCCI",
    "HELMUT LANG",
    "JACQUEMUS",
    "JIMMY CHOO",
    "JW ANDERSON",
    "KHAITE",
    "LEMAIRE",
    "LOEWE",
    "MAISON MARGIELA",
    "MIU MIU",
    "MM6 MAISON MARGIELA",
    "MONCLER",
    "PEDDER RED",
    "PETER DO",
    "PHOEBE PHILO",
    "PRADA",
    "RICK OWENS",
    "SACAI",
    "SKIMS",
    "THE ROW",
    "THEORY",
    "THOM BROWNE",
    "THE FRANKIE SHOP",
    "TOTEME",
]

OCCASION_CATEGORY_MAP = {
    "Casual": {
        "clothing": ["trousers", "pants", "jeans", "t-shirts", "tank tops", "polo shirts", "hoodies", "leggings", "shorts", "skirts"],
        "shoes": ["sneakers", "flats", "boots"],
        "bags": ["shoulder bags", "crossbody"],
        "accessories": ["earrings", "necklaces", "bracelets", "rings"]
    },
    "Formal": {
        "clothing": ["suits", "trousers", "shirts", "blazers", "skirts", "dresses", "coats"],
        "shoes": ["formal shoes"],
        "bags": [],
        "accessories": ["ties", "earrings", "necklaces", "bracelets", "rings"]
    },
    "Activewear": {
        "clothing": ["leggings", "tank tops", "pants", "joggers", "hoodies", "jackets"],
        "shoes": ["sneakers"],
        "bags": ["travel bags"],
        "accessories": ["earrings", "bracelets"]
    },
    "Resort": {
        "clothing": ["dresses", "shorts", "tank tops", "swimwear"],
        "shoes": ["sandals"],
        "bags": ["tote bags"],
        "accessories": ["earrings", "necklaces", "bracelets", "rings", "scarves"]
    },
    "Evening": {
        "clothing": ["dresses", "blazers", "coats"],
        "shoes": ["heels"],
        "bags": ["clutch bags"],
        "accessories": ["earrings", "necklaces", "bracelets", "rings"]
    },
    "Outdoor": {
        "clothing": ["jackets", "jeans", "sweaters"],
        "shoes": ["boots"],
        "bags": ["backpacks", "travel bags"],
        "accessories": []
    },
    "Business / workwear": {
        "clothing": ["trousers", "blouses", "blazers", "skirts"],
        "shoes": ["formal shoes", "heels", "flats"],
        "bags": ["tote bags", "shoulder bags"],
        "accessories": []
    },
    "Cocktail / Semi-Formal": {
        "clothing": ["dresses", "jumpsuits", "skirts", "blouses", "blazers", "coats"],
        "shoes": ["heels"],
        "bags": ["clutch bags", "shoulder bags"],
        "accessories": ["earrings", "necklaces", "bracelets", "rings", "scarves"]
    },
    "Black Tie / White Tie": {
        "clothing": ["dresses", "suits"],
        "shoes": ["formal shoes"],
        "bags": ["clutch bags"],
        "accessories": ["earrings", "necklaces", "bracelets", "rings"]
    },
    "Bridal / Wedding": {
        "clothing": ["dresses", "suits"],
        "shoes": ["heels", "formal shoes"],
        "bags": ["clutch bags"],
        "accessories": ["earrings", "necklaces", "bracelets", "rings"]
    },
    "Festival / Concert": {
        "clothing": ["jackets", "shorts", "tank tops", "skirts"],
        "shoes": ["boots"],
        "bags": ["crossbody", "shoulder bags"],
        "accessories": ["earrings", "necklaces", "bracelets", "rings"]
    },
    "Party / Clubbing": {
        "clothing": ["jackets", "dresses", "skirts", "bodysuits"],
        "shoes": ["heels", "boots"],
        "bags": ["clutch bags"],
        "accessories": []
    },
    "Travel / Transit": {
        "clothing": ["joggers", "sweatshirts", "t-shirts", "hoodies", "sweaters", "jackets"],
        "shoes": ["sneakers"],
        "bags": ["backpacks", "travel bags", "tote bags"],
        "accessories": []
    },
    "Athleisure": {
        "clothing": ["leggings", "hoodies", "tank tops", "joggers", "jackets"],
        "shoes": ["sneakers"],
        "bags": ["travel bags", "tote bags"],
        "accessories": ["earrings", "bracelets"]
    },
    "Beach / Swim": {
        "clothing": ["swimwear", "shorts", "dresses"],
        "shoes": ["sandals"],
        "bags": ["tote bags"],
        "accessories": ["earrings", "necklaces", "bracelets", "rings"]
    },
    "Ski / Snow / Mountain": {
        "clothing": ["jackets", "coats", "sweaters", "hoodies", "pants"],
        "shoes": ["boots"],
        "bags": [],
        "accessories": ["gloves"]
    },
    "Garden Party / Daytime Event": {
        "clothing": ["dresses", "skirts", "blouses", "cardigans"],
        "shoes": ["sandals"],
        "bags": ["shoulder bags", "crossbody"],
        "accessories": ["earrings", "necklaces", "bracelets", "rings"]
    }
}

OCCASION_MATERIAL_MAP = {
    "Casual": "Cotton, denim, jersey, fleece, relaxed fits, distressed textures.",
    "Formal": "Wool, silk, crisp cotton, structured tailoring, cufflinks, leather soles.",
    "Activewear": "Spandex, moisture-wicking synthetics, mesh, breathable fabrics, compression.",
    "Resort": "Linen, crochet, chiffon, straw/raffia, tropical prints, breezy silhouettes.",
    "Evening": "Silk, satin, velvet, sequins, lace, sheer panels, metallic finishes.",
    "Outdoor": "Gore-Tex, fleece, down, wool, waterproof leather, corduroy, flannel.",
    "Business / workwear": "Gabardine, crepe, silk blends, modest cuts, structured leather bags.",
    "Cocktail / Semi-Formal": "Satin, crepe, lace details, ruffles, asymmetric hems, polished hardware.",
    "Black Tie / White Tie": "Tulle, silk taffeta, fine wool, crystals, pearls, opera gloves.",
    "Bridal / Wedding": "Chiffon, lace, silk, floral prints (for guests), pastel tones.",
    "Festival / Concert": "Denim, fringe, leather, crochet, sequins, bold prints, band tees.",
    "Party / Clubbing": "Sequins, leather/pleather, mesh, cut-outs, bodycon fits, latex.",
    "Travel / Transit": "Cotton jersey, cashmere blends, stretch denim, soft knits, layers.",
    "Athleisure": "Scuba fabric, tech fleece, rib-knit, clean lines, logo details.",
    "Beach / Swim": "Lycra, terry cloth, linen, straw, quick-dry fabrics, sheer voile.",
    "Ski / Snow / Mountain": "Down feathers, wool, thermal tech, faux fur, waterproof shells.",
    "Garden Party / Daytime Event": "Floral prints, linen, eyelet lace, cotton poplin, gingham, straw accessories."
}

SUBCATEGORY_MERGE_MAP = {
    "clutch bags": ["clutch bags", "shoulder bags"],
    "shoulder bags": ["shoulder bags", "clutch bags"],
    "crossbody": ["crossbody", "shoulder bags"],
    "luggage": ["luggage", "backpacks", "travel bags"],
    "jumpsuits": ["jumpsuits", "dresses"],
    "bodysuits": ["bodysuits", "dresses"],
    "suits": ["suits", "dresses"],
    "pullovers": ["pullovers", "sweaters"],
}