Below done so far:
To do:
In [1]:
# imports
import requests
import json
import pandas as pd
import numpy as np
In [2]:
# ID and Key
app_id = 'e2b9bebc'
app_key = '4193215272970d956cfd5384a08580a9'
Create variables for URLs. The base_url is for the search_recipes API call. The metadata_url is for searching for valid search terms.
In [3]:
# URLs
base_url = 'http://api.yummly.com/v1/api/recipes?'
metadata_url = 'http://api.yummly.com/v1/api/metadata/'
In [4]:
# headers with yummly ID and Key
headers = {'X-Yummly-App-ID':'e2b9bebc', 'X-Yummly-App-Key':'4193215272970d956cfd5384a08580a9'}
In [5]:
# params
parameters = {'q':'fajitas', 'maxResult': 100}
# NOTE: maxResult can be 1,000, limiting to 100 for now
In [6]:
# Call API
response = requests.get(base_url, headers=headers, params=parameters)
In [7]:
# Check status code
response.status_code
Out[7]:
200
In [8]:
# Convert JSON to python dictionaries and lists
guac = response.json()
In [9]:
# View type of object it is
type(guac)
Out[9]:
dict
In [10]:
# View top level keys
response_keys = guac.keys()
response_keys
Out[10]:
[u'matches', u'totalMatchCount', u'attribution', u'facetCounts', u'criteria']
In [11]:
guac['totalMatchCount']
Out[11]:
2876
In [12]:
# The matches key has all the data in it - view a sub dictionary
guac['matches'][11]
Out[12]:
{u'attributes': {u'course': [u'Main Dishes'], u'cuisine': [u'Mexican']},
u'flavors': {u'bitter': 0.3333333333333333,
u'meaty': 0.3333333333333333,
u'piquant': 0.5,
u'salty': 0.6666666666666666,
u'sour': 0.8333333333333334,
u'sweet': 0.16666666666666666},
u'id': u'Chicken-Fajitas-1097329',
u'imageUrlsBySize': {u'90': u'http://lh3.ggpht.com/pW0EZOeTPAYu7wiVZF8CyugmzAdcxd4Xa1KqzrtnCfOaVlEYHwUtCxpwv_37cAhiki-_O1Uoc_Xb-hhFN0GrqA=s90-c'},
u'ingredients': [u'boneless skinless chicken breasts',
u'salt',
u'canola',
u'onions',
u'bell pepper',
u'lime juice',
u'olive oil',
u'garlic cloves',
u'ground cumin',
u'chili powder',
u'jalapeno chilies',
u'chopped cilantro',
u'flour tortillas',
u'salsa',
u'avocado',
u'sour cream',
u'cider vinegar',
u'iceberg lettuce'],
u'rating': 5,
u'recipeName': u'Chicken Fajitas',
u'smallImageUrls': [u'http://lh4.ggpht.com/LLd5R8kGSxI1CJpQQA9M_Kp77gwyNPEzlNo2ofGq1hIjqeC3a8djgiYGbTyp6IEml9BmeQSo3K2-plqnatwNcw=s90'],
u'sourceDisplayName': u'Simply Recipes',
u'totalTimeInSeconds': 5100}
In [23]:
# Create dicts to put data into
recipe_info_dict = {}
flavors_dict = {}
ingredients_dict = {}
courses_dict = {}
cuisine_dict = {}
In [24]:
# pull data in for loop
for item in guac['matches']:
# Get basic recipe info and put into list
recipe_info = []
recipe_info.append(item.get('recipeName'))
recipe_info.append(item.get('totalTimeInSeconds'))
recipe_info.append(item.get('sourceDisplayName'))
recipe_info.append(item.get('rating'))
# Add to recipe_info_dict
recipe_info_dict[item.get('id')] = recipe_info
# Add data to dicts for courses, flavors and cuisines
courses_dict[item.get('id')] = item['attributes'].get('course')
flavors_dict[item.get('id')] = item.get('flavors')
cuisine_dict[item.get('id')] = item['attributes'].get('cuisine')
Next few blocks contain some old code keeping in case needed:
In [1]:
# for item in guac['matches']:
# recipe_info = [item.get('recipeName'), item['attributes'].get('cuisine'),
# item.get('totalTimeInSeconds'), item.get('sourceDisplayName'),
# item.get('rating')]
# recipe_info.append(item.get('recipeName'))
# recipe_info.append(item['attributes'].get('cuisine'))
# recipe_info.append(item.get('totalTimeInSeconds'))
# recipe_info.append(item.get('rating'))
# recipe_info.append(item.get('sourceDisplayName'))
# recipe_info.append(item.get('imageUrlsBySize').keys())
# rec_id.append(item.get('id'))
# rec_name.append(item.get('recipeName'))
# cuisine.append(item['attributes'].get('cuisine'))
# tot_time_sec.append(item.get('totalTimeInSeconds'))
# rec_source.append(item.get('sourceDisplayName'))
# image_size.append(item.get('imageUrlsBySize').keys())
# rating.append(item.get('rating'))
# rec_id.append(item.get('id'))
# rating.append(item.get('rating'))
# rec_source.append(item.get('sourceDisplayName'))
# recipe_info_dict[item.get('id')] =
# ingredients_dict[item.get('id')] = item.get('ingredients')
# for ingredient in item.get('ingredients'):
# ingredients_all_set.add(ingredient)
In [85]:
ingredients_dict_2 = {}
for pair in ingredients_dict.items():
# for i in range(len(pair)):
# if pair[i] in ingredients_all_set:
ing_list = []
for ing in ingredients_all_set:
ing_list.append
for i in range(len(pair[1])):
if pair[1][i] in ingredients_all:
ing_list.append(1)
else:
ing_list.append(0)
ingredients_dict_2[pair[0]] = ing_list
In [ ]:
for pair in ingredients_dict.items():
for i in range(len(ingredients_all_set)):
for i in range(len(pair[1])):
if pair[1][i] in ingredients_all_set
ing_list = []
if
In [108]:
for i in range (len(ingredients_dict)):
ing_list = []
for ingredient in ingredients_all_set:
if ingredient in ingredients_dict.values()[i]:
ing_list.append(1)
else:
ing_list.append(0)
ingredients_dict_2[ingredients_dict.keys()[i]] = ing_list
margarine
veal breast
all-purpose flour
lemon
veal cutlets
veal cutlets
veal
ground veal
olive oil
veal chops
veal cutlets
veal
butter
butter
extra-virgin olive oil
veal scallops
olive oil
onions
veal cutlets
veal scallops
olive oil
veal cutlets
veal scallops
veal
all-purpose flour
asparagus
parsley
olive oil
veal scallops
olive oil
unsalted butter
veal cutlets
veal scallopini
olive oil
all-purpose flour
veal escalopes
veal
artichoke hearts
butter
fresh pork fat
veal cutlets
veal scallops
lard
veal cutlets
all-purpose flour
veal
italian seasoned dry bread crumbs
chicken stock
olive oil
veal cutlets
In [101]:
ingredients_dict
Out[101]:
{u'Asian-Veal-Steaks-1409004': [u'olive oil',
u'scallions',
u'sugar',
u'soy sauce',
u'lime',
u'veal cutlets',
u'garlic cloves'],
u'Breaded-Veal-Cutlet-754003': [u'veal cutlets',
u'flour',
u'grated parmesan cheese',
u'eggs',
u'parsley',
u'salt',
u'pepper',
u'grated nutmeg',
u'milk',
u'butter',
u'lemon'],
u'Grilled-Veal-Chops-with-Gremolata-1682075': [u'parsley',
u'garlic',
u'lemon',
u'salt',
u'pepper',
u'veal loin chops'],
u'Italian-Veal-Scallopini-1290381': [u'olive oil',
u'dry white wine',
u'veal scallopini',
u'unsalted butter',
u'balsamic vinegar',
u'flat leaf parsley',
u'flour',
u'salt',
u'pepper'],
u'SALTIMBOCCA-DI-VITELLO-_Veal-Saltimbocca_-1589748': [u'veal cutlets',
u'sage leaves',
u'prosciutto',
u'all-purpose flour',
u'salt',
u'pepper',
u'olive oil',
u'fontina cheese',
u'dry white wine',
u'veal demi-glace'],
u'Stuffed-Veal-Breast-1582031': [u'veal breast',
u'butter',
u'almonds',
u'eggs',
u'nutmeg',
u'lemon',
u'salt',
u'pepper',
u'old bread',
u'fresh parsley'],
u'Veal-And-Pork-Polpetti-1251085': [u'olive oil',
u'yellow onion',
u'garlic',
u'ground black pepper',
u'salt',
u'minced pork',
u'veal',
u'eggs',
u'dried oregano',
u'lemon',
u'fresh breadcrumbs',
u'grated parmesan cheese',
u'parsley',
u'chicken stock',
u'tomato passata',
u'sugar'],
u'Veal-Angelica-Allrecipes': [u'veal cutlets',
u'provolone cheese',
u'asparagus spears',
u'prosciutto',
u'salt',
u'garlic powder',
u'all-purpose flour',
u'eggs',
u'milk',
u'seasoned bread crumbs',
u'olive oil',
u'fresh mushrooms',
u'vidalia onion',
u'roasted red peppers',
u'red wine',
u'chicken broth'],
u'Veal-Bacon-Meatloaf-1592291': [u'butter',
u'baby portobello mushrooms',
u'salt',
u'freshly ground pepper',
u'onions',
u'yellow peppers',
u'ground veal',
u'bread crumbs',
u'ketchup',
u'thick-cut bacon',
u'large eggs'],
u'Veal-Bolognese-900324': [u'olive oil',
u'white onion',
u'carrots',
u'celery',
u'garlic',
u'bay leaves',
u'ground veal',
u'ground pork',
u'lean ground beef',
u'zinfandel',
u'red wine',
u'juice',
u'plum tomatoes',
u'heavy cream',
u'kosher salt',
u'freshly ground pepper',
u'parmigiano reggiano cheese',
u'fresh basil leaves',
u'spaghetti'],
u'Veal-Chops-1473187': [u'veal chops', u'truffle butter', u'salt', u'pepper'],
u'Veal-Escalopes-With-Mushrooms-My-Recipes': [u'veal escalopes',
u'all-purpose flour',
u'olive oil',
u'red wine',
u'shallots',
u'chicken stock',
u'shiitake',
u'butter',
u'fresh sage'],
u'Veal-Forestiere-Allrecipes': [u'veal cutlets',
u'all-purpose flour',
u'butter',
u'minced garlic',
u'shallots',
u'crimini mushrooms',
u'marsala wine',
u'veal stock',
u'artichoke hearts',
u'pepper',
u'salt'],
u'Veal-Fricassee-1408127': [u'onions',
u'bay leaf',
u'clove',
u'veal',
u'peppercorns',
u'juniper berries',
u'carrots',
u'long-grain rice',
u'frozen peas',
u'butter',
u'plain flour',
u'low-fat milk',
u'dry white wine',
u'grated nutmeg',
u'lemon',
u'mushrooms',
u'olive oil',
u'chives'],
u'Veal-Goulash-with-Sauerkraut-Simply-Recipes-200278': [u'unsalted butter',
u'veal',
u'onions',
u'minced garlic',
u'salt',
u'black pepper',
u'crushed tomatoes',
u'full fat sour cream',
u'paprika',
u'caraway seeds',
u'sauerkraut',
u'fresh parsley'],
u'Veal-Marsala-Allrecipes': [u'veal cutlets',
u'all-purpose flour',
u'seasoning salt',
u'butter',
u'olive oil',
u'fresh mushrooms',
u'marsala wine'],
u'Veal-Meatballs-1412320': [u'ground veal',
u'shallots',
u'eggs',
u'bread crumbs',
u'milk',
u'coarse ground mustard',
u'lemon',
u'chives',
u'parsley',
u'vegetable oil'],
u'Veal-Meatballs-899076': [u'lemon',
u'chicken stock',
u'veal',
u'beef',
u'meatballs',
u'spaghetti',
u'sauce'],
u'Veal-Mozzarella-Allrecipes': [u'veal',
u'all-purpose flour',
u'salt',
u'ground white pepper',
u'olive oil',
u'mozzarella cheese',
u'sherry wine',
u'butter',
u'pepper'],
u'Veal-Mushroom-Pita-Bites-1567632': [u'olive oil',
u'ground veal',
u'cremini mushrooms',
u'salt',
u'black pepper',
u'white wine',
u'garlic cloves',
u'thyme',
u'heavy cream',
u'ricotta cheese',
u'goat cheese',
u'lemon',
u'asparagus spears',
u'mini pita loaves'],
u'Veal-Oscar-Allrecipes': [u'butter',
u'milk',
u'shredded cheddar cheese',
u'veal cutlets',
u'all-purpose flour',
u'fresh asparagus',
u'crabmeat'],
u'Veal-Paprikash-Epicurious': [u'lard',
u'bacon fat',
u'olive oil',
u'onions',
u'shallots',
u'veal scallops',
u'diced tomatoes',
u'hungarian sweet paprika',
u'hungarian hot paprika',
u'marjoram',
u'sour cream'],
u'Veal-Paprikash-My-Recipes': [u'margarine',
u'cooking spray',
u'veal',
u'sliced carrots',
u'onions',
u'garlic cloves',
u'all-purpose flour',
u'paprika',
u'salt',
u'pepper',
u'low salt chicken broth',
u'fat free beef broth',
u'dry white wine',
u'bay leaves',
u'low-fat sour cream',
u'medium egg noodles',
u'chopped parsley'],
u'Veal-Parmesan-1170779': [u'veal cutlets',
u'all-purpose flour',
u'large eggs',
u'panko breadcrumbs',
u'kosher salt',
u'black pepper',
u'olive oil',
u'tomato sauce',
u'grated parmesan cheese',
u'fresh mozzarella'],
u'Veal-Piccata-1190697': [u'veal',
u'ground black pepper',
u'kosher salt',
u'all-purpose flour',
u'unsalted butter',
u'olive oil',
u'dry white wine',
u'homemade chicken stock',
u'lemon',
u'lemon juice',
u'capers',
u'flat leaf parsley'],
u'Veal-Piccata-440885': [u'veal cutlets',
u'kosher salt',
u'ground black pepper',
u'flour',
u'unsalted butter',
u'olive oil',
u'dry white wine',
u'chicken stock',
u'lemon',
u'fresh lemon juice',
u'capers',
u'chopped parsley'],
u'Veal-Piccata-471987': [u'all-purpose flour',
u'veal scallopini',
u'vegetable oil',
u'unsalted butter',
u'lemon',
u'dry white wine',
u'capers',
u'flat leaf parsley'],
u'Veal-Piccata-766854': [u'veal scallops',
u'freshly ground pepper',
u'salt',
u'unsalted butter',
u'large garlic cloves',
u'chicken broth',
u'dry white wine',
u'capers',
u'flat leaf parsley'],
u'Veal-Piccata-963204': [u'olive oil',
u'veal',
u'cracked black pepper',
u'salt',
u'dry white wine',
u'chicken broth',
u'parsley leaves',
u'capers',
u'lemon juice'],
u'Veal-Piccata-Epicurious-51311': [u'chicken stock',
u'dry white wine',
u'all-purpose flour',
u'water',
u'unsalted butter',
u'fresh lemon juice',
u'flat leaf parsley',
u'veal cutlets',
u'salt',
u'black pepper',
u'lemon'],
u'Veal-Piccata-My-Recipes': [u'all-purpose flour',
u'salt',
u'black pepper',
u'water',
u'large egg whites',
u'seasoned bread crumbs',
u'veal cutlets',
u'olive oil',
u'fat free less sodium chicken broth',
u'grated lemon zest',
u'fresh lemon juice',
u'capers',
u'lemon wedges'],
u'Veal-Ragu-1465286': [u'extra-virgin olive oil',
u'onions',
u'garlic cloves',
u'ground veal',
u'fine sea salt',
u'freshly ground pepper',
u'dry white wine',
u'chicken stock',
u'thyme',
u'fresh rosemary',
u'capers',
u'fresh pasta',
u'parmigiano reggiano cheese',
u'flat leaf parsley',
u'unsalted butter',
u'salt'],
u'Veal-Rolls-With-Zucchini-1211953': [u'veal scallops',
u'zucchini',
u'balsamic vinegar',
u'garlic powder',
u'olive oil',
u'ground black pepper',
u'sea salt'],
u'Veal-Roulades-1212818': [u'veal scallopini',
u'carrots',
u'red pepper',
u'onions',
u'fresh spinach',
u'salt',
u'pepper',
u'flour',
u'olive oil',
u'pasta sauce',
u'parmesan cheese'],
u'Veal-Saltimbocca-1001215': [u'veal scallops',
u'fontina',
u'sage leaves',
u'parma ham',
u'all-purpose flour',
u'marsala wine',
u'lemon juice',
u'butter'],
u'Veal-Saltimbocca-1258405': [u'veal scallops',
u'fontina',
u'sage leaves',
u'parma ham',
u'all-purpose flour',
u'marsala wine',
u'lemon juice',
u'butter'],
u'Veal-Saltimbocca-alla-Romana-1624762': [u'veal cutlets',
u'prosciutto',
u'sage leaves',
u'flour',
u'olive oil',
u'unsalted butter',
u'dry white wine',
u'cracked black pepper',
u'salt'],
u'Veal-Scallopini-TasteOfHome': [u'all-purpose flour',
u'salt',
u'pepper',
u'eggs',
u'veal cutlets',
u'olive oil',
u'fresh mushrooms',
u'chicken broth',
u'marsala wine',
u'spaghetti'],
u'Veal-Scaloppine-1398983': [u'butter',
u'veal cutlets',
u'onions',
u'button mushrooms',
u'flour',
u'beef stock',
u'heavy cream',
u'green beans',
u'mashed potatoes'],
u'Veal-Schnitzel-1532065': [u'veal cutlets',
u'bread crumbs',
u'garlic powder',
u'flour',
u'eggs',
u'water',
u'seasoning salt',
u'salt',
u'black pepper'],
u'Veal-Sliders-749800': [u'fresh pork fat',
u'veal mince',
u'table salt',
u'ground white pepper',
u'parsley',
u'lemon',
u'mayonnaise',
u'anchovies',
u'capers',
u'tuna',
u'rolls',
u'green beans',
u'semi-dried tomatoes'],
u'Veal-Spiedini-MyRecipes-281374': [u'italian seasoned dry bread crumbs',
u'toasted pine nuts',
u'prosciutto',
u'veal',
u'mozzarella cheese',
u'olive oil',
u'prego traditional italian sauce',
u'grated parmesan cheese'],
u'Veal-Steamed-Dumplings-1695666': [u'veal',
u'wonton wrappers',
u'shiitake',
u'spring onions',
u'carrots',
u'sesame oil',
u'salt',
u'white pepper',
u'red chili peppers',
u'coriander',
u'garlic',
u'soy sauce',
u'rice vinegar',
u'brown sugar',
u'hoisin sauce',
u'ginger',
u'sesame seeds'],
u'Veal-With-Lemon-and-Mushrooms-894688': [u'veal scallops',
u'flour',
u'salt',
u'pepper',
u'olive oil',
u'butter',
u'sliced mushrooms',
u'garlic',
u'lemon zest',
u'fresh lemon juice',
u'rosemary',
u'chopped parsley',
u'dry white wine'],
u'Veal-and-Artichoke-Involtini-460484': [u'artichoke hearts',
u'asiago',
u'flat leaf parsley',
u'veal cutlets',
u'freshly ground pepper',
u'all-purpose flour',
u'unsalted butter',
u'olive oil',
u'white wine',
u'fresh lemon juice'],
u'Veal-artichoke-ragout-368767': [u'olive oil',
u'onions',
u'minced garlic',
u'veal for stew',
u'flour',
u'beef broth',
u'white wine',
u'tomato paste',
u'lemon',
u'bay leaf',
u'fresh rosemary',
u'thyme',
u'ground black pepper',
u'frozen artichoke hearts',
u'fresh parsley'],
u'Veal-paprikash-340517': [u'veal',
u'fresh mushrooms',
u'sliced carrots',
u'onions',
u'fresh parsley',
u'garlic cloves',
u'bay leaves',
u'all-purpose flour',
u'hungarian sweet paprika',
u'salt',
u'dried thyme',
u'ground black pepper',
u'dry white wine',
u'reduced-fat sour cream',
u'medium egg noodles',
u'chopped fresh chives'],
u'Veal-scallopine-with-asparagus-368999': [u'asparagus',
u'olive oil',
u'veal cutlets',
u'salt',
u'pepper',
u'flour',
u'butter',
u'fresh mozzarella',
u'marsala wine',
u'lemon'],
u'Veal-scaloppine-with-lemon-_-capers-297820': [u'all-purpose flour',
u'salt',
u'ground black pepper',
u'veal',
u"I Can't Believe It's Not Butter!\xae Spread",
u'chicken broth',
u'lemon juice',
u'capers'],
u'Vegetable-Stew-With-Veal-In-Multivarka-1640215': [u'veal',
u'tomatoes',
u'onions',
u'zucchini',
u'eggplant',
u'red bell pepper',
u'carrots']}
In [100]:
ingredients_dict_2
Out[100]:
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0]}
In [ ]:
for pair in ingredients_dict.items():
# for i in range(len(pair)):
# if pair[i] in ingredients_all_set:
ing_list = []
counter = len
for ing in ingredients_all_set:
if pair
for i in range(len(pair[1])):
if pair[1][i] in ingredients_all:
ing_list.append(1)
else:
ing_list.append(0)
ingredients_dict_2[pair[0]] = ing_list
In [25]:
recipe_info_dict[recipe_info_dict.keys()[1]]
Out[25]:
[u'Seitan Fajitas', 1500, u'popsugar.com', 3]
In [27]:
recipe_info_dict.keys()[1]
Out[27]:
u'Seitan-Fajitas-1029006'
In [30]:
recipe_info_df = pd.DataFrame.from_dict(recipe_info_dict, orient='index')
In [32]:
recipe_info_df.columns = ['rec_name', 'tot_time_seconds', 'rec_source',
'rating']
In [36]:
recipe_info_df.head()
Out[36]:
rec_name
tot_time_seconds
rec_source
rating
Easy-Slow-Cooker-Chicken-Fajitas-1700982
Easy Slow Cooker Chicken Fajitas
22200.0
Chew Nibble Nosh
4
Seitan-Fajitas-1029006
Seitan Fajitas
1500.0
popsugar.com
3
Chicken-Fajita-Roll-Ups-1698150
Chicken Fajita Roll Ups
1800.0
Follow the Ruels
4
Chicken-Fajitas-1232787
Chicken Fajitas
600.0
Annabel Karmel
4
Chicken-Fajita-Pizza-485276
Chicken Fajita Pizza
2400.0
The Comfort of Cooking
5
In [40]:
# recipe_info_list = [rec_id, rec_name, cuisine, tot_time_sec, rec_source, image_size, rating]
In [42]:
for i in recipe_info_list:
print len(i)
100
100
100
100
100
100
100
In [39]:
# create flavor_df
flavor_df = pd.DataFrame(flavors_dict).transpose()
In [42]:
# view flavor_df
flavor_df.head()
Out[42]:
bitter
meaty
piquant
salty
sour
sweet
5-Ingredient-Slow-Cooker-Steak-Fajitas-1547932
0.166667
0.333333
0.833333
0.5
0.666667
0.166667
Baked-Chicken-Fajitas-1702035
0.166667
0.166667
0.5
0.166667
0.833333
0.166667
Beef-Fajitas-1198033
None
None
None
None
None
None
Beef-fajitas-336296
None
None
None
None
None
None
Catfish-Fajitas-My-Recipes
0.166667
0.166667
0.833333
0.333333
0.833333
0.166667
In [54]:
# Code from stackoverflow
courses_df = pd.DataFrame(dict([ (k,pd.Series(v)) for k,v in courses_dict.iteritems() ])).transpose()
In [103]:
courses_df.columns = ['course_a', 'course_b']
courses_df.head(20)
Out[103]:
course_a
course_b
5-Ingredient-Slow-Cooker-Steak-Fajitas-1547932
Main Dishes
NaN
Baked-Chicken-Fajitas-1702035
Main Dishes
NaN
Beef-Fajitas-1198033
Main Dishes
NaN
Beef-fajitas-336296
Main Dishes
NaN
Catfish-Fajitas-My-Recipes
Main Dishes
NaN
Chicken-Fajita-1603524
Main Dishes
NaN
Chicken-Fajita-Burgers-__-A-Giveaway__-1690009
Main Dishes
Lunch
Chicken-Fajita-Chopped-Salad-1682643
Salads
Lunch
Chicken-Fajita-Crescent-Braid-685414
Main Dishes
Lunch
Chicken-Fajita-Foil-Packet-Meal-1684657
Main Dishes
NaN
Chicken-Fajita-Layered-Salad-1694369
Salads
NaN
Chicken-Fajita-Pasta-1057903
Main Dishes
NaN
Chicken-Fajita-Pasta-1613996
Main Dishes
NaN
Chicken-Fajita-Pizza-485276
Main Dishes
NaN
Chicken-Fajita-Quesadilla-1315407
Lunch
Main Dishes
Chicken-Fajita-Quesadillas-762588
Main Dishes
Lunch
Chicken-Fajita-Queso-Fundido-1472908
Main Dishes
NaN
Chicken-Fajita-Roll-Ups-1698150
Main Dishes
NaN
Chicken-Fajitas-1093917
Main Dishes
NaN
Chicken-Fajitas-1097329
Main Dishes
NaN
In [68]:
cuisine_df = pd.DataFrame(dict([ (k, pd.Series(v)) for k,v in cuisine_dict.iteritems() ])).transpose()
In [41]:
# this is one way of doing it, but will need to change
ingredients_df = pd.DataFrame.from_dict(ingredients_dict, orient='index')
In [42]:
ingredients_df.head()
Out[42]:
0
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
Veal-Paprikash-My-Recipes
margarine
cooking spray
veal
sliced carrots
onions
garlic cloves
all-purpose flour
paprika
salt
pepper
low salt chicken broth
fat free beef broth
dry white wine
bay leaves
low-fat sour cream
medium egg noodles
chopped parsley
None
None
Stuffed-Veal-Breast-1582031
veal breast
butter
almonds
eggs
nutmeg
lemon
salt
pepper
old bread
fresh parsley
None
None
None
None
None
None
None
None
None
Veal-scaloppine-with-lemon-_-capers-297820
all-purpose flour
salt
ground black pepper
veal
I Can't Believe It's Not Butter!® Spread
chicken broth
lemon juice
capers
None
None
None
None
None
None
None
None
None
None
None
Veal-Meatballs-899076
lemon
chicken stock
veal
beef
meatballs
spaghetti
sauce
None
None
None
None
None
None
None
None
None
None
None
None
SALTIMBOCCA-DI-VITELLO-_Veal-Saltimbocca_-1589748
veal cutlets
sage leaves
prosciutto
all-purpose flour
salt
pepper
olive oil
fontina cheese
dry white wine
veal demi-glace
None
None
None
None
None
None
None
None
None
In [5]:
# Search for valid course terms
meta_search_ingredient = requests.get('http://api.yummly.com/v1/api/metadata/ingredient?', headers=headers)
In [81]:
# Search for valid holiday terms
meta_search_course = requests.get('http://api.yummly.com/v1/api/metadata/course?', headers=headers)
In [130]:
# Search for valid cuisine terms
meta_search_cuisine = requests.get('http://api.yummly.com/v1/api/metadata/cuisine?', headers=headers)
In [ ]:
In [82]:
meta_search_course.status_code
Out[82]:
200
In [83]:
meta_search_course.text
Out[83]:
u'set_metadata(\'course\', [{"id":"course-Main Dishes","name":"Main Dishes","type":"course","description":"Main Dishes","searchValue":"course^course-Main Dishes","localesAvailableIn":["en-US"]},{"id":"course-Desserts","name":"Desserts","type":"course","description":"Desserts","searchValue":"course^course-Desserts","localesAvailableIn":["en-US"]},{"id":"course-Side Dishes","name":"Side Dishes","type":"course","description":"Side Dishes","searchValue":"course^course-Side Dishes","localesAvailableIn":["en-US"]},{"id":"course-Appetizers","name":"Appetizers","type":"course","description":"Appetizers","searchValue":"course^course-Appetizers","localesAvailableIn":["en-US"]},{"id":"course-Salads","name":"Salads","type":"course","description":"Salads","searchValue":"course^course-Salads","localesAvailableIn":["en-US"]},{"id":"course-Breakfast and Brunch","name":"Breakfast and Brunch","type":"course","description":"Breakfast and Brunch","searchValue":"course^course-Breakfast and Brunch","localesAvailableIn":["en-US"]},{"id":"course-Breads","name":"Breads","type":"course","description":"Breads","searchValue":"course^course-Breads","localesAvailableIn":["en-US"]},{"id":"course-Soups","name":"Soups","type":"course","description":"Soups","searchValue":"course^course-Soups","localesAvailableIn":["en-US"]},{"id":"course-Beverages","name":"Beverages","type":"course","description":"Beverages","searchValue":"course^course-Beverages","localesAvailableIn":["en-US"]},{"id":"course-Condiments and Sauces","name":"Condiments and Sauces","type":"course","description":"Condiments and Sauces","searchValue":"course^course-Condiments and Sauces","localesAvailableIn":["en-US"]},{"id":"course-Cocktails","name":"Cocktails","type":"course","description":"Cocktails","searchValue":"course^course-Cocktails","localesAvailableIn":["en-US"]},{"id":"course-Snacks","name":"Snacks","type":"course","description":"Snacks","searchValue":"course^course-Snacks","localesAvailableIn":["en-US"]},{"id":"course-Lunch","name":"Lunch","type":"course","description":"Lunch","searchValue":"course^course-Lunch","localesAvailableIn":["en-US"]}]);'
In [99]:
# Can't do .json() for metadata response, instead do .text
# response = meta_search_ingredient.text[26:-2]
response = meta_search_course.text[23:-2]
In [102]:
course_list = json.loads(response)
In [109]:
course_list[11]
Out[109]:
{u'description': u'Snacks',
u'id': u'course-Snacks',
u'localesAvailableIn': [u'en-US'],
u'name': u'Snacks',
u'searchValue': u'course^course-Snacks',
u'type': u'course'}
In [110]:
master_courses = []
for course in course_list:
master_courses.append(course['description'])
In [85]:
master_ingredients = []
In [86]:
for ingr in thing:
master_ingredients.append(ingr['description'])
In [87]:
master_ingr_series = pd.Series(master_ingredients)
In [89]:
# master_ingr_series.to_csv('master_ingredients', encoding='utf-8')
In [48]:
ind_recipe = requests.get('http://api.yummly.com/v1/api/recipe/French-Onion-Soup-The-Pioneer-Woman-Cooks-_-Ree-Drummond-41364?_app_id=e2b9bebc&_app_key=4193215272970d956cfd5384a08580a9')
In [91]:
french_id = 'French-Onion-Soup-The-Pioneer-Woman-Cooks-_-Ree-Drummond-41364'
In [94]:
get_recipe_url = 'http://api.yummly.com/v1/api/recipe/'
In [96]:
id_and_key = '_app_id=e2b9bebc&_app_key=4193215272970d956cfd5384a08580a9'
In [97]:
get_recipe_url + french_id + '?' + id_and_key
Out[97]:
'http://api.yummly.com/v1/api/recipe/French-Onion-Soup-The-Pioneer-Woman-Cooks-_-Ree-Drummond-41364?_app_id=e2b9bebc&_app_key=4193215272970d956cfd5384a08580a9'
In [86]:
id_parameters = {'recipe_id': 'French-Onion-Soup-The-Pioneer-Woman-Cooks-_-Ree-Drummond-41364'}
In [87]:
veal_scaloppine = requests.get(get_recipe_url, headers=headers, params=id_parameters)
In [88]:
veal_scaloppine.status_code
Out[88]:
404
In [49]:
ind_recipe.status_code
Out[49]:
200
In [98]:
another_try = requests.get(get_recipe_url + french_id + '?' + id_and_key)
In [99]:
another_try.status_code
Out[99]:
200
In [148]:
guac_ids = []
for item in guac['matches']:
guac_ids.append(item.get('id'))
In [108]:
thingy = another_try.json()
In [ ]:
In [115]:
thingy.keys()
Out[115]:
[u'totalTime',
u'ingredientLines',
u'attribution',
u'name',
u'rating',
u'numberOfServings',
u'yield',
u'nutritionEstimates',
u'source',
u'flavors',
u'images',
u'attributes',
u'id',
u'totalTimeInSeconds']
In [116]:
thingy['numberOfServings']
Out[116]:
6
In [119]:
ids_series = pd.Series(ids)
In [149]:
guac_ids_series = pd.Series(guac_ids)
In [150]:
# guac_ids_series.to_csv('guac_ids')
In [ ]:
Content source: babebe/Yummly
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