UPDATE: subcategories filtering, General rules updates
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pangkaicheng
141
app/taxonomy.py
141
app/taxonomy.py
@@ -15,7 +15,6 @@ FASHION_TAXONOMY = {
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'blouses', # 女式衬衫
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'polo shirts', # Polo衫
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'tank tops', # 背心/坎肩
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'camisoles', # 吊带背心
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# --- Knits/Sweaters ---
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'sweaters', # 毛衣 (泛指)
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'cardigans', # 开衫
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@@ -91,7 +90,7 @@ FASHION_TAXONOMY = {
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CATEGORY_LIST = list(FASHION_TAXONOMY.keys())
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ALL_SUBCATEGORY_LIST = sum(FASHION_TAXONOMY.values(), [])
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IGNORE_SUBCATEGORY = ['socks', 'watches', 'hats']
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IGNORE_SUBCATEGORY = ['socks', 'watches', 'hats', 'eyewear']
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BRAND_WHITELIST = [
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"ALAÏA",
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@@ -130,4 +129,140 @@ BRAND_WHITELIST = [
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"THOM BROWNE",
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"THE FRANKIE SHOP",
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"TOTEME",
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]
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]
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OCCASION_CATEGORY_MAP = {
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"Casual": {
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"clothing": ["trousers", "pants", "jeans", "t-shirts", "tank tops", "polo shirts", "hoodies", "leggings", "shorts", "skirts"],
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"shoes": ["sneakers", "flats", "boots"],
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"bags": ["shoulder bags", "crossbody"],
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"accessories": ["earrings", "necklaces", "bracelets", "rings"]
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},
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"Formal": {
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"clothing": ["suits", "trousers", "shirts", "blazers", "skirts", "dresses", "coats"],
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"shoes": ["formal shoes"],
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"bags": [],
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"accessories": ["ties", "earrings", "necklaces", "bracelets", "rings"]
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},
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"Activewear": {
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"clothing": ["leggings", "tank tops", "pants", "joggers", "hoodies", "jackets"],
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"shoes": ["sneakers"],
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"bags": ["travel bags"],
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"accessories": ["earrings", "bracelets"]
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},
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"Resort": {
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"clothing": ["dresses", "shorts", "tank tops", "swimwear"],
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"shoes": ["sandals"],
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"bags": ["tote bags"],
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"accessories": ["earrings", "necklaces", "bracelets", "rings", "scarves"]
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},
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"Evening": {
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"clothing": ["dresses", "blazers", "coats"],
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"shoes": ["heels"],
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"bags": ["clutch bags"],
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"accessories": ["earrings", "necklaces", "bracelets", "rings"]
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},
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"Outdoor": {
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"clothing": ["jackets", "jeans", "sweaters"],
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"shoes": ["boots"],
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"bags": ["backpacks", "travel bags"],
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"accessories": []
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},
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"Business / workwear": {
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"clothing": ["trousers", "blouses", "blazers", "skirts"],
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"shoes": ["formal shoes", "heels", "flats"],
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"bags": ["tote bags", "shoulder bags"],
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"accessories": []
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},
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"Cocktail / Semi-Formal": {
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"clothing": ["dresses", "jumpsuits", "skirts", "blouses", "blazers", "coats"],
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"shoes": ["heels"],
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"bags": ["clutch bags", "shoulder bags"],
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"accessories": ["earrings", "necklaces", "bracelets", "rings", "scarves"]
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},
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"Black Tie / White Tie": {
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"clothing": ["dresses", "suits"],
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"shoes": ["formal shoes"],
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"bags": ["clutch bags"],
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"accessories": ["earrings", "necklaces", "bracelets", "rings"]
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},
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"Bridal / Wedding": {
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"clothing": ["dresses", "suits"],
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"shoes": ["heels", "formal shoes"],
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"bags": ["clutch bags"],
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"accessories": ["earrings", "necklaces", "bracelets", "rings"]
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},
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"Festival / Concert": {
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"clothing": ["jackets", "shorts", "tank tops", "skirts"],
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"shoes": ["boots"],
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"bags": ["crossbody", "shoulder bags"],
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"accessories": ["earrings", "necklaces", "bracelets", "rings"]
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},
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"Party / Clubbing": {
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"clothing": ["jackets", "dresses", "skirts", "bodysuits"],
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"shoes": ["heels", "boots"],
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"bags": ["clutch bags"],
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"accessories": []
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},
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"Travel / Transit": {
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"clothing": ["joggers", "sweatshirts", "t-shirts", "hoodies", "sweaters", "jackets"],
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"shoes": ["sneakers"],
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"bags": ["backpacks", "travel bags", "tote bags"],
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"accessories": []
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},
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"Athleisure": {
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"clothing": ["leggings", "hoodies", "tank tops", "joggers", "jackets"],
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"shoes": ["sneakers"],
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"bags": ["travel bags", "tote bags"],
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"accessories": ["earrings", "bracelets"]
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},
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"Beach / Swim": {
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"clothing": ["swimwear", "shorts", "dresses"],
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"shoes": ["sandals"],
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"bags": ["tote bags"],
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"accessories": ["earrings", "necklaces", "bracelets", "rings"]
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},
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"Ski / Snow / Mountain": {
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"clothing": ["jackets", "coats", "sweaters", "hoodies", "pants"],
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"shoes": ["boots"],
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"bags": [],
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"accessories": ["gloves"]
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},
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"Garden Party / Daytime Event": {
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"clothing": ["dresses", "skirts", "blouses", "cardigans"],
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"shoes": ["sandals"],
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"bags": ["shoulder bags", "crossbody"],
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"accessories": ["earrings", "necklaces", "bracelets", "rings"]
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}
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}
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OCCASION_MATERIAL_MAP = {
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"Casual": "Cotton, denim, jersey, fleece, relaxed fits, distressed textures.",
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"Formal": "Wool, silk, crisp cotton, structured tailoring, cufflinks, leather soles.",
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"Activewear": "Spandex, moisture-wicking synthetics, mesh, breathable fabrics, compression.",
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"Resort": "Linen, crochet, chiffon, straw/raffia, tropical prints, breezy silhouettes.",
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"Evening": "Silk, satin, velvet, sequins, lace, sheer panels, metallic finishes.",
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"Outdoor": "Gore-Tex, fleece, down, wool, waterproof leather, corduroy, flannel.",
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"Business / workwear": "Gabardine, crepe, silk blends, modest cuts, structured leather bags.",
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"Cocktail / Semi-Formal": "Satin, crepe, lace details, ruffles, asymmetric hems, polished hardware.",
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"Black Tie / White Tie": "Tulle, silk taffeta, fine wool, crystals, pearls, opera gloves.",
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"Bridal / Wedding": "Chiffon, lace, silk, floral prints (for guests), pastel tones.",
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"Festival / Concert": "Denim, fringe, leather, crochet, sequins, bold prints, band tees.",
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"Party / Clubbing": "Sequins, leather/pleather, mesh, cut-outs, bodycon fits, latex.",
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"Travel / Transit": "Cotton jersey, cashmere blends, stretch denim, soft knits, layers.",
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"Athleisure": "Scuba fabric, tech fleece, rib-knit, clean lines, logo details.",
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"Beach / Swim": "Lycra, terry cloth, linen, straw, quick-dry fabrics, sheer voile.",
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"Ski / Snow / Mountain": "Down feathers, wool, thermal tech, faux fur, waterproof shells.",
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"Garden Party / Daytime Event": "Floral prints, linen, eyelet lace, cotton poplin, gingham, straw accessories."
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}
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SUBCATEGORY_MERGE_MAP = {
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"clutch bags": ["clutch bags", "shoulder bags"],
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"shoulder bags": ["shoulder bags", "clutch bags"],
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"crossbody": ["crossbody", "shoulder bags"],
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"luggage": ["luggage", "backpacks", "travel bags"],
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"jumpsuits": ["jumpsuits", "dresses"],
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"bodysuits": ["bodysuits", "dresses"],
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"suits": ["suits", "dresses"],
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"pullovers": ["pullovers", "sweaters"],
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}
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