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import collections
import requests


    

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Ingredient = collections.namedtuple("Ingredient", "name weight")

class IngredientList(object):
    def __init__(self, ingredients):
        self.ingredients = ingredients
        
    def __repr__(self):
        return '<IngredientList : %s>' % self.ingredients


    

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params = {'app_id':'2b0b3871',
          'app_key':'a8631ce0fea0c72a0d1bfdcdc59824ec',
          'q':'snickerdoodle',
          'to':'100',}


    

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result = requests.get('https://api.edamam.com/search', params=params)


    

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json = result.json()


    

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def key(hit):
    return hit['recipe']['calories']/hit['recipe']['yield']


    

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sorted(json['hits'], key=key, reverse=True);


    

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recipes = []
for hit in json['hits']:
    print hit['recipe']


    

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counter = collections.Counter([
         (ingredient['food'], ingredient['weight']/hit['recipe']['yield']) for hit in json['hits']
                     for ingredient in hit['recipe']['ingredients']])


    

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d = collections.defaultdict(int)
for (key, amount) in counter.elements():
    d[key] += amount


    

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for key in set(t[0] for t in counter.keys()):
    d[key] = d[key]/100.0


    

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for ingredient, amount in  sorted(d.items(), key=lambda s: s[1], reverse=True)[:15]:
    print ingredient, ':', amount


    

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