def _gen_recommendations(meal, pantry, verbose=False):
recommendations = noms.generate_recommendations(meal, pantry,
noms.nutrient_dict, 3,
verbose)
pre_meal_loss = noms.analyze.loss(meal, noms.nutrient_dict)
post_meal = noms.Meal(meal.foods + [pantry[recommendations[0][1]]])
post_meal_loss = noms.analyze.loss(post_meal, noms.nutrient_dict)
# check that the loss of the new meal is lower
assert post_meal_loss < pre_meal_loss
def _meal():
client = _client()
food_list = client.get_foods({
'173410': 20, # 01001':20,
'1100335': 100, #'01132':100,
'1103883': 80, #'09037':80,
'175167': 150, #15076':150,
'1102597': 140, #'09201':140,
'1104292': 300, #'14278':300,
'1100612': 20, #'12006':20,
'1101628': 150, #'20041':150,
'1100429': 50, #'16057':50,
'1103116': 50, #'11233':50,
'1104032': 10, #'19904':10,
'1104331': 1000 #14400':1000 # literally an entire liter of coke
})
meal = noms.Meal(food_list)
assert type(meal) == noms.Meal
assert len(meal.foods) == 12
return meal
def _meal():
client = _client()
food_list = client.get_foods({
'01001': 20,
'01132': 100,
'09037': 80,
'15076': 150,
'09201': 140,
'14278': 300,
'12006': 20,
'20041': 150,
'16057': 50,
'11233': 50,
'19904': 10,
'14400': 1000 # literally an entire liter of coke
})
meal = noms.Meal(food_list)
assert type(meal) == noms.Meal
assert len(meal.foods) == 12
return meal
def _pantry():
client = _client()
pantry_items = {
"1097517": 100, # 2% milk
"1097878": 100, # cocoa powder
"1100383": 100, # lima beans
"1100549": 100, # pistachio
"1100918": 100, # ice cream
"1102594": 100, # lemon
"1102710": 100, # strawberries
"1102880": 100, # baked potato
"1103193": 100, # raw carrots
"1103261": 100, # baked sweet potato
"1103645": 100, # peas
"1103845": 100, # garlic
"1103861": 100, # olive oil
"1103883": 100, # avocado
"1104493": 100, # bottled water
"1105430": 100, # red delicious apple
"168436": 100, # shiitake mushrooms
"168917": 100, # quinoa, cooked
"171890": 100, # coffee brewed with tap water
"173410": 100, # butter, salted
"173423": 100, # fried egg
"173430": 100, # butter, without salt
"174608": 100, # chicken breast oven-roasted
"1097512": 100, # milk, whole
"1097521": 100, # skim milk
"1099608": 100, # steak
"1099796": 100, # hamburger
"1099888": 100, # turkey
"1100335": 100, # scrambled eggs
"1100393": 100, # pinto beans
"1100410": 100, # black beans
"1100429": 100, # chickpeas
"1100555": 100, # almond
"1100612": 100, # chia
"1101112": 100, # pizza
"1101628": 100, # brown rice cooked
"1102597": 100, # oranges
"1102702": 100, # blueberry
"1102708": 100, # raspberry
"1103116": 100, # kale
"1103136": 100, # spinach, raw
"1103183": 100, # broccoli
"1103358": 100, # lettuce
"1103860": 100, # flaxseed
"1104032": 100, # dark chocolate
"1104292": 100, # brewed green tea
"1104331": 100, # coke
"1104492": 100, # tap water
"168880": 100, # white rice enriched cooked
"170050": 100, # tomato, red, cooked
"170285": 100, # pearled barley
"171354": 100, # orange juice
"171370": 100, # pretzel
"173424": 100, # hard boiled eggs
"173945": 100, # banana
"174993": 100, # donut
"175167": 100, # atlantic salmon
"324860": 100 # peanut butter smooth
}
pantry_food = client.get_foods(pantry_items)
#import pickle
#pantry_food =pickle.load(open('pantry_foods_data.pkl', 'rb'))
pantry = noms.Meal(pantry_food)
assert type(pantry) == noms.Meal
assert pantry.nutrients[0]["name"] == noms.nutrient_dict()()[0]["name"]
return pantry
def _pantry():
client = _client()
pantry_items = {
# DAIRY AND EGG
"01001": 100, # butter, salted
"01145": 100, # butter, without salt
"01079": 100, # 2% milk
"01077": 100, # milk, whole
"01086": 100, # skim milk
"01132": 100, # scrambled eggs
"01129": 100, # hard boiled eggs
"01128": 100, # fried egg
# MEAT
"15076": 100, # atlantic salmon
"07935": 100, # chicken breast oven-roasted
"13647": 100, # steak
"05192": 100, # turkey
# FRUIT
"09037": 100, # avocado
"09316": 100, # strawberries
"09050": 100, # blueberry
"09302": 100, # raspberry
"09500": 100, # red delicious apple
"09040": 100, # banana
"09150": 100, # lemon
"09201": 100, # oranges
"09132": 100, # grapes
# PROCESSED
"21250": 100, # hamburger
"21272": 100, # pizza
"19088": 100, # ice cream
"18249": 100, # donut
# DRINK
"14400": 100, # coke
"14429": 100, # tap water
"14433": 100, # bottled water
"09206": 100, # orange juice
"14278": 100, # brewed green tea
"14209": 100, # coffee brewed with tap water
# (milk is included in dairy group)
# GRAIN
"12006": 100, # chia
"12220": 100, # flaxseed
"20137": 100, # quinoa, cooked
"20006": 100, # pearled barley
"20051": 100, # white rice enriched cooked
"20041": 100, # brown rice cooked
"12151": 100, # pistachio
"19047": 100, # pretzel
"12061": 100, # almond
# LEGUME
"16057": 100, # chickpeas
"16015": 100, # black beans
"16043": 100, # pinto beans
"16072": 100, # lima beans
"16167": 100, # peanut butter smooth
# VEGETABLE
"11124": 100, # raw carrots
"11090": 100, # broccoli
"11457": 100, # spinach, raw
"11357": 100, # baked potato
"11508": 100, # baked sweet potato
"11530": 100, # tomato, red, cooked
"11253": 100, # lettuce
"11233": 100, # kale
"11313": 100, # peas
"11215": 100, # garlic
# OTHER
"04053": 100, # olive oil
"19904": 100, # dark chocolate
"11238": 100, # shiitake mushrooms
"19165": 100, # cocoa powder
}
pantry_food = client.get_foods(pantry_items)
pantry = noms.Meal(pantry_food)
assert type(pantry) == noms.Meal
assert pantry.nutrients[0]["name"] == noms.nutrient_dict[0]["name"]
return pantry