diff --git a/src/scrape.py b/src/scrape.py
index d432854..30b43df 100644
--- a/src/scrape.py
+++ b/src/scrape.py
@@ -1,6 +1,7 @@
+from ast import alias
 import db
 import re
-from sqlalchemy import select, desc
+from sqlalchemy import select, desc, exists, not_, except_
 from sqlalchemy.exc import IntegrityError
 from sqlalchemy.orm import sessionmaker
 import bs4
@@ -10,13 +11,15 @@ import logging
 from argparse import ArgumentParser
 
 def parse_ingredient(ingredient_text):
-    units = ['teaspoon', 'tablespoon', 'gram', 'once', 'jar', 'cup', 'pinch']
-    number_regex = '((?:[\d\\u00BC-\\u00BE\\u2150-\\u215E]*\s?(?:\(.+\))?)*)'
+    units = ['teaspoon', 'tablespoon', 'gram', 'once', 'jar', 'cup', 'pinch',
+             'container', 'slice', 'package', 'pound', 'can', 'dash', 'spear',
+             'bunch', 'quart', 'cube', 'envelope', 'squars', 'sprig']
+    number_regex = '((?:[\d\\./\\u00BC-\\u00BE\\u2150-\\u215E]*\s?(?:\(.+\))?)*)'
     ingredient_regex = '([a-zA-Z \'\-]+)'
     supplement_regex = ',?(.*)'
     units_regex = "|".join([f'[{unit[0]}{unit[0].capitalize()}]{unit[1:]}' 
                             for unit in units])
-    units_regex = f"((?:{units_regex})[s]?)"
+    units_regex = f"((?:(?:{units_regex})e?s?)?)"
     
     regex = re.compile(number_regex + 
                        units_regex + 
@@ -30,6 +33,24 @@ def parse_ingredient(ingredient_text):
 
     return [text.strip() for text in m.groups()]
 
+def reparse_ingredients(session):
+    cte = (except_(select(db.RecipeIngredient.id),
+                  select(db.RecipeIngredientParts.id))).\
+            alias('missing')
+    missing = session.query(db.RecipeIngredient).where(db.RecipeIngredient.id.in_(cte)).all()
+
+    for ingredient in missing:
+        parts = parse_ingredient(ingredient.text)
+        if not parts:
+            continue
+        quantity, unit, name, supplement = parts
+        session.add(db.RecipeIngredientParts(id = ingredient.id,
+                                             quantity = quantity,
+                                             unit = unit,
+                                             ingredient = name,
+                                             supplement = supplement))
+
+
 def load_recipe(recipe_url):
     try:    
         logging.info(f'Loading Recipe: {recipe_url}')
@@ -79,7 +100,7 @@ def parse_recipe(session, recipe, site):
             session.add(ingred_parts)
         
     logging.info(f"{len(ingred_candidates)} ingredients found. Inserting into DB")
-
+    
     return recipe