#!/usr/bin/env python from agate.aggregations.base import Aggregation from agate.data_types import Boolean class Any(Aggregation): """ Check if any value in a column passes a test. :param column_name: The name of the column to check. :param test: Either a single value that all values in the column are compared against (for equality) or a function that takes a column value and returns `True` or `False`. """ def __init__(self, column_name, test): self._column_name = column_name if callable(test): self._test = test else: self._test = lambda d: d == test def get_aggregate_data_type(self, table): return Boolean() def validate(self, table): column = table.columns[self._column_name] def run(self, table): column = table.columns[self._column_name] data = column.values() return any(self._test(d) for d in data)