def describe():
product_name = request.values["product_name"].replace("_", " ")
if product_name not in products:
return nice_json({})
dic = df.loc[df['product_name'] == product_name].to_dict()
for key, val in dic.items():
dic[key] = val[next(iter(val))]
return nice_json(dic)
def similar_foods():
# product_name = request.form.get('product_name')
calories = float(request.form.get('calories'))
cholesterol = float(request.form.get('cholesterol'))
carbohydrates = float(request.form.get('carbohydrates'))
fat = float(request.form.get('fat'))
fiber = float(request.form.get('fiber'))
proteins = float(request.form.get('proteins'))
# TODO Check if any parameter is None
print(calories);
print(carbohydrates);
print (nutrition_values_df.head())
knn = NearestNeighbors(n_neighbors=5,
algorithm='ball_tree',
metric="euclidean").fit(nutrition_values_df)
distances, indices = knn.kneighbors([[(NUT_DAILY_VALUES["calories"] - calories) / NUT_DAILY_VALUES["calories"] ,
(NUT_DAILY_VALUES["carbohydrates"] - carbohydrates) / NUT_DAILY_VALUES["carbohydrates"] ,
(NUT_DAILY_VALUES["proteins"] - proteins) / NUT_DAILY_VALUES["proteins"] ,
(NUT_DAILY_VALUES["fat"] - fat) / NUT_DAILY_VALUES["fat"]]],
#NUT_DAILY_VALUES["fiber"] - fiber,
#NUT_DAILY_VALUES["cholesterol"] - cholesterol]],
n_neighbors=3)
recommended_products = [nutrition_df.loc[i]['product_name'] for i in indices[0]]
response_dict = {
"recommended": recommended_products
}
return nice_json(response_dict)
def hello():
return nice_json({
"uri": "/",
"subresource_uris": {
"showtimes": "/showtimes",
"showtime": "/showtimes/<date>"
}
})
def hello():
return nice_json({
"uri": "/",
"subresource_uris": {
"movies": "/movies",
"movie": "/movies/<id>"
}
})
def showtimes_record(date):
if date not in showtimes:
raise NotFound
print(showtimes[date])
return nice_json(showtimes[date])
def showtimes_list():
return nice_json(showtimes)
def movie_record():
return nice_json(movies)
def movie_info(movieid):
if movieid not in movies:
raise NotFound
result = movies[movieid]
result["uri"] = "/movies/{}".format(movieid)
return nice_json(result)