def setUp(self):
self.txtfile = "juego.txt"
self.txtfile1 = "juego1.txt"
self.csvfile = "juego.csv"
self.readvalidtxt = ReadFiles("juego.txt")
self.readinvalidtxt = ReadFiles("juego1.txt")
self.readvalidcsv = ReadFiles("juego.csv")
self.readinvalidcsv = ReadFiles("juego1.csv")
self.invalidfile = ReadFiles("hola.png")
def setUp(self):
self.txtfile = "juego.txt"
self.txtfile1 = "juego1.txt"
self.csvfile = "juego.csv"
self.readvalidtxt = ReadFiles("juego.txt")
self.readinvalidtxt = ReadFiles("juego1.txt")
self.readvalidcsv = ReadFiles("juego.csv")
self.readinvalidcsv = ReadFiles("juego1.csv")
self.invalidfile = ReadFiles("hola.png")
#!/usr/bin/env python3
# -*- coding: utf-8 -*-
"""
Created on Wed Apr 1 14:34:37 2020
@author: findlayforsblom
"""
import numpy as np
from readfiles import ReadFiles
import pandas as pd
from sklearn.model_selection import cross_val_predict
files = ReadFiles([
'./Datasets/SnowDepth.csv', './Datasets/Airtemperature.csv',
'./Datasets/Precipitation.csv', './Datasets/FallAmount.csv',
'./Datasets/humidity.csv'
])
dataset = files.createDataset()
dataset = dataset[dataset['Temp'] < 10]
X = dataset.iloc[:, [1, 3, 4, 6, 5]].values
y = dataset.iloc[:, 2].values
# Encoding categorical data
df = pd.DataFrame(
data=X,
columns=['Snow depth', 'Temp', 'dummy', 'Humidity', 'Precipiattion'])
just_dummies = pd.get_dummies(df['dummy'])
df = pd.concat([df, just_dummies], axis=1)
df.drop(['dummy'], inplace=True, axis=1)
class TestReadFiles(unittest.TestCase):
def setUp(self):
self.txtfile = "juego.txt"
self.txtfile1 = "juego1.txt"
self.csvfile = "juego.csv"
self.readvalidtxt = ReadFiles("juego.txt")
self.readinvalidtxt = ReadFiles("juego1.txt")
self.readvalidcsv = ReadFiles("juego.csv")
self.readinvalidcsv = ReadFiles("juego1.csv")
self.invalidfile = ReadFiles("hola.png")
def test_if_gettype_verifies_a_txt_file(self):
expected = "TXT File"
self.assertEqual(expected, self.readvalidtxt.gettype())
def test_if_gettype_verifies_a_csv_file(self):
expected = "CSV File"
self.assertEqual(expected, self.readvalidcsv.gettype())
def test_if_gettype_verifies_another_file_extension(self):
expected = "invalid extension"
self.assertEqual(expected, self.invalidfile.gettype())
def test_if_solver_is_able_to_read_a_txt_file(self):
f1 = open(self.txtfile, 'r')
expected = f1.read()
self.assertEqual(expected, self.readvalidtxt.reading_txt())
def test_if_txt_has_a_matrix_of_9x9(self):
expected = 81
self.assertEqual(expected, self.readvalidtxt.validate_size_txt())
def test_if_alert_message_is_displayed_for_non_valid_dimentions_in_txt_file(
self):
expected = "The dimensions inserted are invalid"
self.assertEqual(expected, self.readinvalidtxt.validate_size_txt())
def test_if_txt_has_values_from_0_to_9(self):
expected = True # ??????
self.assertEqual(expected, self.readvalidtxt.validate_values_txt())
def test_if_alert_message_is_displayed_for_non_valid_values_in_txt_file(
self):
expected = "The values from txt files are invalid"
self.assertEqual(expected, self.readinvalidtxt.validate_values_txt())
def test_if_solver_is_able_to_read_a_csv_file(self):
with open(self.csvfile, 'rb') as csvfile:
expected = list(csv.reader(csvfile))
self.assertEqual(expected, self.readvalidcsv.reading_csv())
def test_if_csv_has_a_matrix_of_9x9(self):
expected = 81
self.assertEqual(expected, self.readvalidcsv.validate_size_csv())
def test_if_alert_message_is_displayed_for_non_valid_dimentions_in_csv_file(
self):
expected = "The dimensions inserted are invalid"
self.assertEqual(expected, self.readinvalidcsv.validate_size_csv())
def test_if_csv_has_values_from_0_to_9(self):
expected = True
self.assertEqual(expected, self.readvalidcsv.validate_values_csv())
def test_if_alert_message_is_displayed_for_non_valid_values_in_csv_file(
self):
expected = "The values from csv files are invalid"
self.assertEqual(expected, self.readinvalidcsv.validate_values_csv())
class TestReadFiles(unittest.TestCase):
def setUp(self):
self.txtfile = "juego.txt"
self.txtfile1 = "juego1.txt"
self.csvfile = "juego.csv"
self.readvalidtxt = ReadFiles("juego.txt")
self.readinvalidtxt = ReadFiles("juego1.txt")
self.readvalidcsv = ReadFiles("juego.csv")
self.readinvalidcsv = ReadFiles("juego1.csv")
self.invalidfile = ReadFiles("hola.png")
def test_if_gettype_verifies_a_txt_file(self):
expected = "TXT File"
self.assertEqual(expected, self.readvalidtxt.gettype())
def test_if_gettype_verifies_a_csv_file(self):
expected = "CSV File"
self.assertEqual(expected, self.readvalidcsv.gettype())
def test_if_gettype_verifies_another_file_extension(self):
expected = "invalid extension"
self.assertEqual(expected, self.invalidfile.gettype())
def test_if_solver_is_able_to_read_a_txt_file(self):
f1 = open(self.txtfile,'r')
expected = f1.read()
self.assertEqual(expected, self.readvalidtxt.reading_txt())
def test_if_txt_has_a_matrix_of_9x9(self):
expected = 81
self.assertEqual(expected,self.readvalidtxt.validate_size_txt())
def test_if_alert_message_is_displayed_for_non_valid_dimentions_in_txt_file(self):
expected = "The dimensions inserted are invalid"
self.assertEqual(expected,self.readinvalidtxt.validate_size_txt())
def test_if_txt_has_values_from_0_to_9(self):
expected = True # ??????
self.assertEqual(expected, self.readvalidtxt.validate_values_txt())
def test_if_alert_message_is_displayed_for_non_valid_values_in_txt_file(self):
expected = "The values from txt files are invalid"
self.assertEqual(expected,self.readinvalidtxt.validate_values_txt())
def test_if_solver_is_able_to_read_a_csv_file(self):
with open (self.csvfile,'rb') as csvfile:
expected = list(csv.reader(csvfile))
self.assertEqual(expected, self.readvalidcsv.reading_csv())
def test_if_csv_has_a_matrix_of_9x9(self):
expected = 81
self.assertEqual(expected,self.readvalidcsv.validate_size_csv())
def test_if_alert_message_is_displayed_for_non_valid_dimentions_in_csv_file(self):
expected = "The dimensions inserted are invalid"
self.assertEqual(expected,self.readinvalidcsv.validate_size_csv())
def test_if_csv_has_values_from_0_to_9(self):
expected = True
self.assertEqual(expected,self.readvalidcsv.validate_values_csv())
def test_if_alert_message_is_displayed_for_non_valid_values_in_csv_file(self):
expected = "The values from csv files are invalid"
self.assertEqual(expected,self.readinvalidcsv.validate_values_csv())