def setUp(self):
self.table1 = (
('a', 1),
('a', 3),
('b', 2)
)
self.table2 = (
('b', 0),
('a', 2),
('c', 5)
)
self.table3 = (
('a', 1),
('a', 2),
('c', 3)
)
self.text_type = TextType()
self.number_type = NumberType()
self.columns = (
('letter', self.text_type),
('number', self.number_type)
)
self.tables = OrderedDict([
('table1', Table(self.table1, self.columns)),
('table2', Table(self.table2, self.columns)),
('table3', Table(self.table3, self.columns))
])
def setUp(self):
self.rows = ((1, 4, 'a'), (2, 3, 'b'), (None, 2, 'c'))
self.number_type = NumberType()
self.text_type = TextType()
self.columns = (('one', self.number_type), ('two', self.number_type),
('three', self.text_type))
def setUp(self):
self.rows = (('a', 2, 3, 4), (None, 3, 5, None), ('a', 2, 4, None),
('b', 3, 4, None))
self.number_type = NumberType()
self.text_type = TextType()
self.columns = (('one', self.text_type), ('two', self.number_type),
('three', self.number_type), ('four',
self.number_type))
def setUp(self):
self.rows = ((Decimal('1.1'), Decimal('2.19'),
'a'), (Decimal('2.7'), Decimal('3.42'), 'b'),
(None, Decimal('4.1'), 'c'), (Decimal('2.7'),
Decimal('3.42'), 'c'))
self.number_type = NumberType()
self.text_type = TextType()
self.columns = (('one', self.number_type), ('two', self.number_type),
('three', self.text_type))
self.table = Table(self.rows, self.columns)
def setUp(self):
self.left_rows = ((1, 4, 'a'), (2, 3, 'b'), (None, 2, 'c'))
self.right_rows = ((1, 4, 'a'), (2, 3, 'b'), (None, 2, 'c'))
self.number_type = NumberType()
self.text_type = TextType()
self.left_columns = (('one', self.number_type),
('two', self.number_type), ('three',
self.text_type))
self.right_columns = (('four', self.number_type),
('five', self.number_type), ('six',
self.text_type))
self.left = Table(self.left_rows, self.left_columns)
self.right = Table(self.right_rows, self.right_columns)
def aggregate(self, aggregations=[]):
"""
Aggregate data from the tables in this set by performing some
set of column operations on the groups and coalescing the results into
a new :class:`.Table`.
:class:`group` and :class:`count` columns will always be included as at
the beginning of the output table, before the aggregated columns.
:code:`aggregations` must be a list of tuples, where each has three
parts: a :code:`column_name`, a :class:`.Aggregation` instance and a
:code:`new_column_name`.
:param aggregations: An list of triples in the format
:code:`(column_name, aggregator, new_column_name)`.
:returns: A new :class:`.Table`.
"""
output = []
column_types = [TextType(), NumberType()]
column_names = ['group', 'count']
for column_name, aggregator, new_column_name in aggregations:
c = self._first_table.columns[column_name]
column_types.append(aggregator.get_aggregate_column_type(c))
column_names.append(new_column_name)
for name, table in self._tables.items():
new_row = [name, len(table.rows)]
for column_name, aggregator, new_column_name in aggregations:
c = table.columns[column_name]
new_row.append(c.aggregate(aggregator))
output.append(tuple(new_row))
return self._first_table._fork(output, zip(column_names, column_types))