Enable data auto process for new data

app/taxonomy.py

@@ -1,15 +1,4 @@
 # 这个文件用来储存所有的category和occasion，这是标准文件。
-
-CATEGORY = [
-    'shoes', 'bags', 'dresses', 'tops', 'pants', 'skirts', 'outerwear', 'swimwear', 'suits', 
-    'watches', 'sunglasses', 'belts', 'hats', 'jewelry', 'neckties', 'scarves & shawls'
-]
-CLOTHING_CATEGORY = [
-    'shoes', 'bags', 'dresses', 'tops', 'pants', 'skirts', 'outerwear', 'swimwear'
-]
-ACCESSORY_CATEGORY = [
-    'watches', 'sunglasses', 'belts', 'hats', 'jewelry', 'neckties', 'scarves & shawls'
-]
 OCCASION = [
     "Casual", "Formal", "Activewear", "Resort", "Evening", "Outdoor", 
     "Business / workwear", "Cocktail / Semi-Formal", "Black Tie / White Tie", 
@@ -17,3 +6,54 @@ OCCASION = [
     "Travel / Transit", "Athleisure", "Beach / Swim", "Ski / Snow / Mountain", 
     "Garden Party / Daytime Event"
 ]
+
+CATEGORY = {
+    'clothing': [
+        'coats',
+        'jackets',
+        'blazers',
+        'puffer',
+        'cardigan',
+        'sweater',
+        'shirts',
+        't-shirts',
+        'pullover',
+        'polos',
+        'bodysuits',
+        'dresses',
+        'skirts',
+        'jeans',
+        'shorts',
+        'leggings',
+        'jumpsuits',
+        'swimwear',
+    ],
+    'shoes': [
+        'sneakers',
+        'formal shoes',
+        'heels',
+        'flats',
+        'sandals',
+        'slides',
+        'boots',
+    ],
+    'bags': [
+        'bags'
+    ],
+    'accessories': [
+        'necklaces',
+        'bracelets',
+        'jewellery',
+        'eyewear',
+        'scarves',
+        'hats',
+        'gloves',
+        'belts',
+        'socks',
+        'watches'
+        'ties',
+    ]
+}
+ALL_CATEGORY = sum(CATEGORY.values(), [])
+
+IGNORE_CATEGORY = ['socks']