#!/usr/bin/env python from agate.aggregations.base import Aggregation from agate.data_types import Number from agate.exceptions import DataTypeError class Sum(Aggregation): """ Calculate the sum 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 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('Sum can only be applied to columns containing Number data.') def run(self, table): column = table.columns[self._column_name] return sum(column.values_without_nulls())