Exemplos de Percentiles.run em Python

Exemplo n.º 1

Arquivo: median.py Projeto: 01-/agate

class Median(Aggregation):
    """
    Calculate the median of a column.

    Median is equivalent to the 50th percentile. See :class:`Percentiles`
    for implementation details.

    :param column_name:
        The name of a column containing :class:`.Number` data.
    """
    def __init__(self, column_name):
        self._column_name = column_name
        self._percentiles = Percentiles(column_name)

    def get_aggregate_data_type(self, table):
        return Number()

    def validate(self, table):
        column = table.columns[self._column_name]

        if not isinstance(column.data_type, Number):
            raise DataTypeError('Median can only be applied to columns containing Number data.')

        has_nulls = HasNulls(self._column_name).run(table)

        if has_nulls:
            warn_null_calculation(self, column)

    def run(self, table):
        percentiles = self._percentiles.run(table)

        return percentiles[50]

Exemplo n.º 2

Arquivo: iqr.py Projeto: livlab/agate

class IQR(Aggregation):
    """
    Calculate the interquartile range of a column containing
    :class:`.Number` data.
    """
    def __init__(self, column_name):
        self._column_name = column_name
        self._percentiles = Percentiles(column_name)

    def get_aggregate_data_type(self, table):
        return Number()

    def validate(self, table):
        column = table.columns[self._column_name]

        if not isinstance(column.data_type, Number):
            raise DataTypeError('IQR can only be applied to columns containing Number data.')

        has_nulls = HasNulls(self._column_name).run(table)

        if has_nulls:
            warn_null_calculation(self, column)

    def run(self, table):
        percentiles = self._percentiles.run(table)

        return percentiles[75] - percentiles[25]

Exemplo n.º 3

Arquivo: median.py Projeto: indu-s-bhagavatula/rs_file_loader

class Median(Aggregation):
    """
    Calculate the median of a column.

    Median is equivalent to the 50th percentile. See :class:`Percentiles`
    for implementation details.

    :param column_name:
        The name of a column containing :class:`.Number` data.
    """
    def __init__(self, column_name):
        self._column_name = column_name
        self._percentiles = Percentiles(column_name)

    def get_aggregate_data_type(self, table):
        return Number()

    def validate(self, table):
        column = table.columns[self._column_name]

        if not isinstance(column.data_type, Number):
            raise DataTypeError(
                'Median can only be applied to columns containing Number data.'
            )

        has_nulls = HasNulls(self._column_name).run(table)

        if has_nulls:
            warn_null_calculation(self, column)

    def run(self, table):
        percentiles = self._percentiles.run(table)

        return percentiles[50]

Exemplo n.º 4

class IQR(Aggregation):
    """
    Calculate the interquartile range of a column.

    :param column_name:
        The name of a column containing :class:`.Number` data.
    """
    def __init__(self, column_name):
        self._column_name = column_name
        self._percentiles = Percentiles(column_name)

    def get_aggregate_data_type(self, table):
        return Number()

    def validate(self, table):
        column = table.columns[self._column_name]

        if not isinstance(column.data_type, Number):
            raise DataTypeError('IQR can only be applied to columns containing Number data.')

        has_nulls = HasNulls(self._column_name).run(table)

        if has_nulls:
            warn_null_calculation(self, column)

    def run(self, table):
        percentiles = self._percentiles.run(table)

        return percentiles[75] - percentiles[25]