def test_that_nicola_uses_the_word_laters_twice_word_frequency(self):
word_frequency_df = main.run(self.path + self.single_test_json,
types=[st.WORD_FREQUENCY])
expected_value = 2
self.assertEqual(expected_value,
word_frequency_df["Nicola Scott"]["laters"])
self.assertEqual(0, word_frequency_df["Cameron Hill"]["laters"])
def test_that_generating_user_histogram_data_has_7_nicola_3_cameron(self):
occurences_of_cameron_in_data = 3
occurences_of_nicola_in_data = 7
user_histogram_df = main.run(self.path + self.single_test_json,
types=[st.USER_HISTOGRAM])
self.assertEqual(occurences_of_cameron_in_data,
user_histogram_df["Cameron Hill"])
self.assertEqual(occurences_of_nicola_in_data,
user_histogram_df["Nicola Scott"])
def test_that_generating_message_histogram_data_has_accurate_values(self):
message_histogram_df = main.run(self.path + self.single_test_json,
types=[st.MESSAGE_HISTOGRAM])
camerons_june_17_messages = 2
nicolas_july_18_messages = 1
self.assertEqual(camerons_june_17_messages,
message_histogram_df["Cameron Hill"][(2017, 6)])
self.assertEqual(nicolas_july_18_messages,
message_histogram_df["Nicola Scott"][(2018, 7)])
def test_that_generating_cumulative_frequency_data_produces_expected_values(
self):
cumulative_frequency_df = main.run(self.path + self.single_test_json,
types=[st.CUMULATIVE_FREQUENCY])
camerons_messages_sent_by_june_17 = 2
nicolas_messages_sent_by_june_17 = 5
camerons_messages_sent_by_july_18 = 3
nicolas_messages_sent_by_july_18 = 7
self.assertEqual(camerons_messages_sent_by_june_17,
cumulative_frequency_df["Cameron Hill"][(2017, 6)])
self.assertEqual(nicolas_messages_sent_by_june_17,
cumulative_frequency_df["Nicola Scott"][(2017, 6)])
self.assertEqual(camerons_messages_sent_by_july_18,
cumulative_frequency_df["Cameron Hill"][(2018, 7)])
self.assertEqual(nicolas_messages_sent_by_july_18,
cumulative_frequency_df["Nicola Scott"][(2018, 7)])
def test_that_generating_user_histogram_on_group_data_data_has_expected_results(
self):
occurences_of_lindsay_in_data = 9
occurences_of_cameron_in_data = 7
occurences_of_ameilia_in_data = 2
occurences_of_douglas_in_data = 1
user_histogram_df = main.run(self.path + self.group_test_json,
types=[st.USER_HISTOGRAM])
self.assertEqual(occurences_of_lindsay_in_data,
user_histogram_df["Lindsay Young"])
self.assertEqual(occurences_of_cameron_in_data,
user_histogram_df["Cameron Hill"])
self.assertEqual(occurences_of_douglas_in_data,
user_histogram_df["Douglas Matheson"])
self.assertEqual(occurences_of_ameilia_in_data,
user_histogram_df["Amelia Ford"])
def test_that_generating_message_histogram_on_group_data_has_accurate_values(
self):
message_histogram_df = main.run(self.path + self.group_test_json,
types=[st.MESSAGE_HISTOGRAM])
expected_values_for_lindsay = {"2015": 9}
expected_values_for_cameron = {"2015": 7}
expected_values_for_amelia = {"2015": 2}
expected_values_for_douglas = {"2015": 1}
self.assertEqual(expected_values_for_lindsay["2015"],
message_histogram_df["Lindsay Young"][(2015, 3)])
self.assertEqual(expected_values_for_cameron["2015"],
message_histogram_df["Cameron Hill"][(2015, 3)])
self.assertEqual(expected_values_for_amelia["2015"],
message_histogram_df["Amelia Ford"][(2015, 3)])
self.assertEqual(expected_values_for_douglas["2015"],
message_histogram_df["Douglas Matheson"][(2015, 3)])
def test_that_generating_cumulative_frequency_group_data_produces_expected_values(
self):
cumulative_frequency_df = main.run(self.path + self.group_test_json,
types=[st.CUMULATIVE_FREQUENCY])
expected_values_for_lindsay = {"2015": 9}
expected_values_for_cameron = {"2015": 7}
expected_values_for_amelia = {"2015": 2}
expected_values_for_douglas = {"2015": 1}
self.assertEqual(expected_values_for_lindsay["2015"],
cumulative_frequency_df["Lindsay Young"][(2015, 3)])
self.assertEqual(expected_values_for_cameron["2015"],
cumulative_frequency_df["Cameron Hill"][(2015, 3)])
self.assertEqual(expected_values_for_amelia["2015"],
cumulative_frequency_df["Amelia Ford"][(2015, 3)])
self.assertEqual(
expected_values_for_douglas["2015"],
cumulative_frequency_df["Douglas Matheson"][(2015, 3)])
def test_that_requesting_a_single_data_frame_returns_only_that_data_frame(
self):
word_frequency_df = main.run(self.path + self.single_test_json,
types=[st.CUMULATIVE_FREQUENCY])
self.assertEqual(type(pd.DataFrame()), type(word_frequency_df))