def csv_plot_BMI(self):
csvReader = reader()
y = []
x = []
days = []
next(csvReader)
for row in csvReader:
x.append(float(row[1]))
y.append(
datetime.datetime.strptime(row[8], '%Y-%M-%d').toordinal())
days.append(row[8])
return self.plot_func_BMI(x, y, days, 'Day', 'BMI', 'linear', 'BMI')
def csv_plot_blood_pressure(self):
csvReader = reader()
y = []
x = []
days = []
next(csvReader)
for row in csvReader:
x.append(float(row[0]))
y.append(
datetime.datetime.strptime(row[8], '%Y-%M-%d').toordinal())
days.append(row[8])
return self.plot_func_blood_pressure(x, y, days, 'Day', 'Pressure',
'linear', 'Blood pressure')
def csv_plot_exercise_length(self):
csvReader = reader()
y = []
x = []
days = []
next(csvReader)
for row in csvReader:
x.append(float(row[5]))
y.append(
datetime.datetime.strptime(row[8], '%Y-%M-%d').toordinal())
days.append(row[8])
return self.plot_func_exercise_length(x, y, days, 'Day', 'Duration',
'linear', 'Exercise Duration')
def csv_plot_Distance(self):
csvReader = reader()
y = []
x = []
days = []
next(csvReader)
for row in csvReader:
x.append(float(row[6]))
y.append(
datetime.datetime.strptime(row[8], '%Y-%M-%d').toordinal())
days.append(row[8])
return self.plot_func_distance(x, y, days, 'Day', 'Distance Ran',
'linear', 'Distance ran over the week')
def csv_plot_cigarettes(self):
csvReader = reader()
y = []
x = []
days = []
next(csvReader)
for row in csvReader:
x.append(float(row[7]))
y.append(
datetime.datetime.strptime(row[8], '%Y-%M-%d').toordinal())
days.append(row[8])
return self.plot_func_cigarettes(x, y, days, 'Day',
'Cigarettes on average', 'linear',
'Cigarettes smoked')
# import scv
# import knn.descent
# import viz
# data = csv('file.csv')
# knn = knn_descent(data, k=10)
# viz(knn)
from data.csv_reader import reader
from algorithms.knn import knn_brute_force
from algorithms.knn import knn_descent
k = 3
graph = reader("/home/karim/Workspace/github.com/me/iko/datasets/data.csv")
knn_graph = knn_descent.get_knn(graph, k)
knn_descent.print_knn(knn_graph)
# knn_graph = knn_brute_force.get_knn(graph, k)
# knn_brute_force.print_knn(knn_graph)
def test_reader(self):
from data import csv_reader
file_result = open('testing_results.csv')
csv_tester_od_reader_type = csv.reader(file_result, delimiter=",")
self.assertEqual(type(csv_tester_od_reader_type),
type(csv_reader.reader('../data/results.csv')))