Python _get_percentile Examples

Example #1

File: find_normalization_params_test.py Project: theweathermanda/GewitterGefahr

    def test_get_percentile_large(self):
        """Ensures correct output from _get_percentile.

        In this case, percentile level is large.
        """

        this_percentile = find_norm_params._get_percentile(
            frequency_dict=MAIN_FREQUENCY_DICT,
            percentile_level=LARGE_PERCENTILE_LEVEL)
        self.assertTrue(
            numpy.isclose(this_percentile, LARGE_PERCENTILE, atol=TOLERANCE))

Example #2

    11e-3: 50,
    14e-3: 25,
    17e-3: 15,
    20e-3: 10
}
FREQUENCY_DICT_DICT = {
    FIRST_KEY_NO_HEIGHT: FIRST_FREQUENCY_DICT,
    SECOND_KEY_NO_HEIGHT: SECOND_FREQUENCY_DICT,
    THIRD_KEY_NO_HEIGHT: THIRD_FREQUENCY_DICT
}

MIN_PERCENTILE_LEVEL = 1.
MAX_PERCENTILE_LEVEL = 99.

FIRST_PERCENTILES = numpy.array([
    find_norm_params._get_percentile(FIRST_FREQUENCY_DICT,
                                     MIN_PERCENTILE_LEVEL),
    find_norm_params._get_percentile(FIRST_FREQUENCY_DICT,
                                     MAX_PERCENTILE_LEVEL)
])

SECOND_PERCENTILES = numpy.array([
    find_norm_params._get_percentile(SECOND_FREQUENCY_DICT,
                                     MIN_PERCENTILE_LEVEL),
    find_norm_params._get_percentile(SECOND_FREQUENCY_DICT,
                                     MAX_PERCENTILE_LEVEL)
])

THIRD_PERCENTILES = numpy.array([
    find_norm_params._get_percentile(THIRD_FREQUENCY_DICT,
                                     MIN_PERCENTILE_LEVEL),
    find_norm_params._get_percentile(THIRD_FREQUENCY_DICT,