Python TimeSeriesPreparation._to_time_index_series Examples

Example #1

 def test_period_index_series_unchanged(
     self, period_index_series: pd.Series, start: datetime, freq: pd.Timedelta,
 ):
     time_series_preparation = TimeSeriesPreparation(start=start, freq=freq)
     computed_time_series = time_series_preparation._to_time_index_series(
         period_index_series
     )
     assert_series_equal(computed_time_series, period_index_series)

Example #2

 def test_list_as_input(
     self, input_list: pd.Series, start: datetime, freq: pd.Timedelta,
 ):
     time_series_preparation = TimeSeriesPreparation(start=start, freq=freq)
     computed_time_series = time_series_preparation._to_time_index_series(input_list)
     expected_time_series = pandas_series_with_period_index(
         input_list, start, freq=freq
     )
     assert_series_equal(computed_time_series, expected_time_series)

Example #3

 def test_timedelta_index_dataframe_unchanged(
     self, timedelta_index_series: pd.Series, start: datetime, freq: pd.Timedelta,
 ):
     timedelta_index_dataframe = pd.DataFrame(timedelta_index_series)
     time_series_preparation = TimeSeriesPreparation(start=start, freq=freq)
     computed_time_series = time_series_preparation._to_time_index_series(
         timedelta_index_dataframe
     )
     assert_series_equal(computed_time_series, timedelta_index_series)

Example #4

File: test_time_series_preparation.py Project: lukemshannonhill/giotto-time

 def test_wrong_input_type(self, wrong_input: Tuple):
     time_series_preparation = TimeSeriesPreparation()
     with pytest.raises(TypeError):
         time_series_preparation._to_time_index_series(wrong_input)