path: root/test/sql/test_functions.py

from sqlalchemy.testing import eq_, is_
import datetime
from sqlalchemy import func, select, Integer, literal, DateTime, Table, \
    Column, Sequence, MetaData, extract, Date, String, bindparam, \
    literal_column, ARRAY, Numeric
from sqlalchemy.sql import table, column
from sqlalchemy import sql, util
from sqlalchemy.sql.compiler import BIND_TEMPLATES
from sqlalchemy.testing.engines import all_dialects
from sqlalchemy import types as sqltypes
from sqlalchemy.sql import functions
from sqlalchemy.sql.functions import GenericFunction, FunctionElement
import decimal
from sqlalchemy import testing
from sqlalchemy.testing import fixtures, AssertsCompiledSQL, engines
from sqlalchemy.dialects import sqlite, postgresql, mysql, oracle
from sqlalchemy.testing import assert_raises_message

table1 = table('mytable',
               column('myid', Integer),
               column('name', String),
               column('description', String),
               )


class CompileTest(fixtures.TestBase, AssertsCompiledSQL):
    __dialect__ = 'default'

    def tear_down(self):
        functions._registry.clear()

    def test_compile(self):
        for dialect in all_dialects(exclude=('sybase', )):
            bindtemplate = BIND_TEMPLATES[dialect.paramstyle]
            self.assert_compile(func.current_timestamp(),
                                "CURRENT_TIMESTAMP", dialect=dialect)
            self.assert_compile(func.localtime(), "LOCALTIME", dialect=dialect)
            if dialect.name in ('firebird',):
                self.assert_compile(func.nosuchfunction(),
                                    "nosuchfunction", dialect=dialect)
            else:
                self.assert_compile(func.nosuchfunction(),
                                    "nosuchfunction()", dialect=dialect)

            # test generic function compile
            class fake_func(GenericFunction):
                __return_type__ = sqltypes.Integer

                def __init__(self, arg, **kwargs):
                    GenericFunction.__init__(self, arg, **kwargs)

            self.assert_compile(
                fake_func('foo'),
                "fake_func(%s)" %
                bindtemplate % {'name': 'fake_func_1', 'position': 1},
                dialect=dialect)

    def test_use_labels(self):
        self.assert_compile(select([func.foo()], use_labels=True),
                            "SELECT foo() AS foo_1"
                            )

    def test_underscores(self):
        self.assert_compile(func.if_(), "if()")

    def test_generic_now(self):
        assert isinstance(func.now().type, sqltypes.DateTime)

        for ret, dialect in [
            ('CURRENT_TIMESTAMP', sqlite.dialect()),
            ('now()', postgresql.dialect()),
            ('now()', mysql.dialect()),
            ('CURRENT_TIMESTAMP', oracle.dialect())
        ]:
            self.assert_compile(func.now(), ret, dialect=dialect)

    def test_generic_random(self):
        assert func.random().type == sqltypes.NULLTYPE
        assert isinstance(func.random(type_=Integer).type, Integer)

        for ret, dialect in [
            ('random()', sqlite.dialect()),
            ('random()', postgresql.dialect()),
            ('rand()', mysql.dialect()),
            ('random()', oracle.dialect())
        ]:
            self.assert_compile(func.random(), ret, dialect=dialect)

    def test_grouping_set(self):
        for clause, compiled, checkparams in [
            (func.grouping_sets('col_1'), 'GROUPING SETS(:grouping_sets_1)', {'grouping_sets_1': 'col_1'}),
            (func.grouping_sets('col_1', 'col_2'), 'GROUPING SETS(:grouping_sets_1, :grouping_sets_2)', {'grouping_sets_1': 'col_1', 'grouping_sets_2': 'col_2'}),
            (func.grouping_sets('col_1', ()), 'GROUPING SETS(:grouping_sets_1, :grouping_sets_2)', {'grouping_sets_1': 'col_1', 'grouping_sets_2': ()}),
            (func.grouping_sets('col_1', ('col_2', 'col_3')), 'GROUPING SETS(:grouping_sets_1, :grouping_sets_2)', {'grouping_sets_1': 'col_1', 'grouping_sets_2': ('col_2', 'col_3')}),
            (func.grouping_sets('col_1', ('col_2', 'col_3'), ()), 'GROUPING SETS(:grouping_sets_1, :grouping_sets_2, :grouping_sets_3)', {'grouping_sets_1': 'col_1', 'grouping_sets_2': ('col_2', 'col_3'), 'grouping_sets_3': ()}),
        ]:
            self.assert_compile(clause, compiled, checkparams=checkparams)

    def test_generic_annotation(self):
        fn = func.coalesce('x', 'y')._annotate({"foo": "bar"})
        self.assert_compile(
            fn, "coalesce(:coalesce_1, :coalesce_2)"
        )

    def test_custom_default_namespace(self):
        class myfunc(GenericFunction):
            pass

        assert isinstance(func.myfunc(), myfunc)

    def test_custom_type(self):
        class myfunc(GenericFunction):
            type = DateTime

        assert isinstance(func.myfunc().type, DateTime)

    def test_custom_legacy_type(self):
        # in case someone was using this system
        class myfunc(GenericFunction):
            __return_type__ = DateTime

        assert isinstance(func.myfunc().type, DateTime)

    def test_custom_w_custom_name(self):
        class myfunc(GenericFunction):
            name = "notmyfunc"

        assert isinstance(func.notmyfunc(), myfunc)
        assert not isinstance(func.myfunc(), myfunc)

    def test_custom_package_namespace(self):
        def cls1(pk_name):
            class myfunc(GenericFunction):
                package = pk_name
            return myfunc

        f1 = cls1("mypackage")
        f2 = cls1("myotherpackage")

        assert isinstance(func.mypackage.myfunc(), f1)
        assert isinstance(func.myotherpackage.myfunc(), f2)

    def test_custom_name(self):
        class MyFunction(GenericFunction):
            name = 'my_func'

            def __init__(self, *args):
                args = args + (3,)
                super(MyFunction, self).__init__(*args)

        self.assert_compile(
            func.my_func(1, 2),
            "my_func(:my_func_1, :my_func_2, :my_func_3)"
        )

    def test_custom_registered_identifier(self):
        class GeoBuffer(GenericFunction):
            type = Integer
            package = "geo"
            name = "BufferOne"
            identifier = "buf1"

        class GeoBuffer2(GenericFunction):
            type = Integer
            name = "BufferTwo"
            identifier = "buf2"

        class BufferThree(GenericFunction):
            type = Integer
            identifier = "buf3"

        self.assert_compile(
            func.geo.buf1(),
            "BufferOne()"
        )
        self.assert_compile(
            func.buf2(),
            "BufferTwo()"
        )
        self.assert_compile(
            func.buf3(),
            "BufferThree()"
        )

    def test_custom_args(self):
        class myfunc(GenericFunction):
            pass

        self.assert_compile(
            myfunc(1, 2, 3),
            "myfunc(:myfunc_1, :myfunc_2, :myfunc_3)"
        )

    def test_namespacing_conflicts(self):
        self.assert_compile(func.text('foo'), 'text(:text_1)')

    def test_generic_count(self):
        assert isinstance(func.count().type, sqltypes.Integer)

        self.assert_compile(func.count(), 'count(*)')
        self.assert_compile(func.count(1), 'count(:count_1)')
        c = column('abc')
        self.assert_compile(func.count(c), 'count(abc)')

    def test_constructor(self):
        try:
            func.current_timestamp('somearg')
            assert False
        except TypeError:
            assert True

        try:
            func.char_length('a', 'b')
            assert False
        except TypeError:
            assert True

        try:
            func.char_length()
            assert False
        except TypeError:
            assert True

    def test_return_type_detection(self):

        for fn in [func.coalesce, func.max, func.min, func.sum]:
            for args, type_ in [
                ((datetime.date(2007, 10, 5),
                  datetime.date(2005, 10, 15)), sqltypes.Date),
                ((3, 5), sqltypes.Integer),
                ((decimal.Decimal(3), decimal.Decimal(5)),
                 sqltypes.Numeric),
                (("foo", "bar"), sqltypes.String),
                ((datetime.datetime(2007, 10, 5, 8, 3, 34),
                  datetime.datetime(2005, 10, 15, 14, 45, 33)),
                 sqltypes.DateTime)
            ]:
                assert isinstance(fn(*args).type, type_), \
                    "%s / %r != %s" % (fn(), fn(*args).type, type_)

        assert isinstance(func.concat("foo", "bar").type, sqltypes.String)

    def test_assorted(self):
        table1 = table('mytable',
                       column('myid', Integer),
                       )

        table2 = table(
            'myothertable',
            column('otherid', Integer),
        )

        # test an expression with a function
        self.assert_compile(func.lala(3, 4, literal("five"),
                                      table1.c.myid) * table2.c.otherid,
                            "lala(:lala_1, :lala_2, :param_1, mytable.myid) * "
                            "myothertable.otherid")

        # test it in a SELECT
        self.assert_compile(select(
            [func.count(table1.c.myid)]),
            "SELECT count(mytable.myid) AS count_1 FROM mytable")

        # test a "dotted" function name
        self.assert_compile(select([func.foo.bar.lala(
            table1.c.myid)]),
            "SELECT foo.bar.lala(mytable.myid) AS lala_1 FROM mytable")

        # test the bind parameter name with a "dotted" function name is
        # only the name (limits the length of the bind param name)
        self.assert_compile(select([func.foo.bar.lala(12)]),
                            "SELECT foo.bar.lala(:lala_2) AS lala_1")

        # test a dotted func off the engine itself
        self.assert_compile(func.lala.hoho(7), "lala.hoho(:hoho_1)")

        # test None becomes NULL
        self.assert_compile(
            func.my_func(
                1,
                2,
                None,
                3),
            "my_func(:my_func_1, :my_func_2, NULL, :my_func_3)")

        # test pickling
        self.assert_compile(
            util.pickle.loads(util.pickle.dumps(
                func.my_func(1, 2, None, 3))),
            "my_func(:my_func_1, :my_func_2, NULL, :my_func_3)")

        # assert func raises AttributeError for __bases__ attribute, since
        # its not a class fixes pydoc
        try:
            func.__bases__
            assert False
        except AttributeError:
            assert True

    def test_functions_with_cols(self):
        users = table(
            'users',
            column('id'),
            column('name'),
            column('fullname'))
        calculate = select([column('q'), column('z'), column('r')], from_obj=[
                           func.calculate(
                               bindparam('x', None), bindparam('y', None)
                           )])

        self.assert_compile(select([users], users.c.id > calculate.c.z),
                            "SELECT users.id, users.name, users.fullname "
                            "FROM users, (SELECT q, z, r "
                            "FROM calculate(:x, :y)) "
                            "WHERE users.id > z"
                            )

        s = select([users], users.c.id.between(
            calculate.alias('c1').unique_params(x=17, y=45).c.z,
            calculate.alias('c2').unique_params(x=5, y=12).c.z))

        self.assert_compile(
            s, "SELECT users.id, users.name, users.fullname "
            "FROM users, (SELECT q, z, r "
            "FROM calculate(:x_1, :y_1)) AS c1, (SELECT q, z, r "
            "FROM calculate(:x_2, :y_2)) AS c2 "
            "WHERE users.id BETWEEN c1.z AND c2.z", checkparams={
                'y_1': 45, 'x_1': 17, 'y_2': 12, 'x_2': 5})

    def test_non_functions(self):
        expr = func.cast("foo", Integer)
        self.assert_compile(expr, "CAST(:param_1 AS INTEGER)")

        expr = func.extract("year", datetime.date(2010, 12, 5))
        self.assert_compile(expr, "EXTRACT(year FROM :param_1)")

    def test_select_method_one(self):
        expr = func.rows("foo")
        self.assert_compile(
            expr.select(),
            "SELECT rows(:rows_2) AS rows_1"
        )

    def test_alias_method_one(self):
        expr = func.rows("foo")
        self.assert_compile(
            expr.alias(),
            "rows(:rows_1)"
        )

    def test_select_method_two(self):
        expr = func.rows("foo")
        self.assert_compile(
            select(['*']).select_from(expr.select()),
            "SELECT * FROM (SELECT rows(:rows_2) AS rows_1)"
        )

    def test_select_method_three(self):
        expr = func.rows("foo")
        self.assert_compile(
            select([column('foo')]).select_from(expr),
            "SELECT foo FROM rows(:rows_1)"
        )

    def test_alias_method_two(self):
        expr = func.rows("foo")
        self.assert_compile(
            select(['*']).select_from(expr.alias('bar')),
            "SELECT * FROM rows(:rows_1) AS bar"
        )

    def test_alias_method_columns(self):
        expr = func.rows("foo").alias('bar')

        # this isn't very useful but is the old behavior
        # prior to #2974.
        # testing here that the expression exports its column
        # list in a way that at least doesn't break.
        self.assert_compile(
            select([expr]),
            "SELECT bar.rows_1 FROM rows(:rows_2) AS bar"
        )

    def test_alias_method_columns_two(self):
        expr = func.rows("foo").alias('bar')
        assert len(expr.c)

    def test_funcfilter_empty(self):
        self.assert_compile(
            func.count(1).filter(),
            "count(:count_1)"
        )

    def test_funcfilter_criterion(self):
        self.assert_compile(
            func.count(1).filter(
                table1.c.name != None  # noqa
            ),
            "count(:count_1) FILTER (WHERE mytable.name IS NOT NULL)"
        )

    def test_funcfilter_compound_criterion(self):
        self.assert_compile(
            func.count(1).filter(
                table1.c.name == None,  # noqa
                table1.c.myid > 0
            ),
            "count(:count_1) FILTER (WHERE mytable.name IS NULL AND "
            "mytable.myid > :myid_1)"
        )

    def test_funcfilter_label(self):
        self.assert_compile(
            select([func.count(1).filter(
                table1.c.description != None  # noqa
            ).label('foo')]),
            "SELECT count(:count_1) FILTER (WHERE mytable.description "
            "IS NOT NULL) AS foo FROM mytable"
        )

    def test_funcfilter_fromobj_fromfunc(self):
        # test from_obj generation.
        # from func:
        self.assert_compile(
            select([
                func.max(table1.c.name).filter(
                    literal_column('description') != None  # noqa
                )
            ]),
            "SELECT max(mytable.name) FILTER (WHERE description "
            "IS NOT NULL) AS anon_1 FROM mytable"
        )

    def test_funcfilter_fromobj_fromcriterion(self):
        # from criterion:
        self.assert_compile(
            select([
                func.count(1).filter(
                    table1.c.name == 'name'
                )
            ]),
            "SELECT count(:count_1) FILTER (WHERE mytable.name = :name_1) "
            "AS anon_1 FROM mytable"
        )

    def test_funcfilter_chaining(self):
        # test chaining:
        self.assert_compile(
            select([
                func.count(1).filter(
                    table1.c.name == 'name'
                ).filter(
                    table1.c.description == 'description'
                )
            ]),
            "SELECT count(:count_1) FILTER (WHERE "
            "mytable.name = :name_1 AND mytable.description = :description_1) "
            "AS anon_1 FROM mytable"
        )

    def test_funcfilter_windowing_orderby(self):
        # test filtered windowing:
        self.assert_compile(
            select([
                func.rank().filter(
                    table1.c.name > 'foo'
                ).over(
                    order_by=table1.c.name
                )
            ]),
            "SELECT rank() FILTER (WHERE mytable.name > :name_1) "
            "OVER (ORDER BY mytable.name) AS anon_1 FROM mytable"
        )

    def test_funcfilter_windowing_orderby_partitionby(self):
        self.assert_compile(
            select([
                func.rank().filter(
                    table1.c.name > 'foo'
                ).over(
                    order_by=table1.c.name,
                    partition_by=['description']
                )
            ]),
            "SELECT rank() FILTER (WHERE mytable.name > :name_1) "
            "OVER (PARTITION BY mytable.description ORDER BY mytable.name) "
            "AS anon_1 FROM mytable"
        )

    def test_funcfilter_within_group(self):
        stmt = select([
            table1.c.myid,
            func.percentile_cont(0.5).within_group(
                table1.c.name
            )
        ])
        self.assert_compile(
            stmt,
            "SELECT mytable.myid, percentile_cont(:percentile_cont_1) "
            "WITHIN GROUP (ORDER BY mytable.name) "
            "AS anon_1 "
            "FROM mytable",
            {'percentile_cont_1': 0.5}
        )

    def test_funcfilter_within_group_multi(self):
        stmt = select([
            table1.c.myid,
            func.percentile_cont(0.5).within_group(
                table1.c.name, table1.c.description
            )
        ])
        self.assert_compile(
            stmt,
            "SELECT mytable.myid, percentile_cont(:percentile_cont_1) "
            "WITHIN GROUP (ORDER BY mytable.name, mytable.description) "
            "AS anon_1 "
            "FROM mytable",
            {'percentile_cont_1': 0.5}
        )

    def test_funcfilter_within_group_desc(self):
        stmt = select([
            table1.c.myid,
            func.percentile_cont(0.5).within_group(
                table1.c.name.desc()
            )
        ])
        self.assert_compile(
            stmt,
            "SELECT mytable.myid, percentile_cont(:percentile_cont_1) "
            "WITHIN GROUP (ORDER BY mytable.name DESC) "
            "AS anon_1 "
            "FROM mytable",
            {'percentile_cont_1': 0.5}
        )

    def test_funcfilter_within_group_w_over(self):
        stmt = select([
            table1.c.myid,
            func.percentile_cont(0.5).within_group(
                table1.c.name.desc()
            ).over(partition_by=table1.c.description)
        ])
        self.assert_compile(
            stmt,
            "SELECT mytable.myid, percentile_cont(:percentile_cont_1) "
            "WITHIN GROUP (ORDER BY mytable.name DESC) "
            "OVER (PARTITION BY mytable.description) AS anon_1 "
            "FROM mytable",
            {'percentile_cont_1': 0.5}
        )

    def test_incorrect_none_type(self):
        class MissingType(FunctionElement):
            name = 'mt'
            type = None

        assert_raises_message(
            TypeError,
            "Object None associated with '.type' attribute is "
            "not a TypeEngine class or object",
            MissingType().compile
        )


class ReturnTypeTest(fixtures.TestBase):

    def test_array_agg(self):
        expr = func.array_agg(column('data', Integer))
        is_(expr.type._type_affinity, ARRAY)
        is_(expr.type.item_type._type_affinity, Integer)

    def test_mode(self):
        expr = func.mode(0.5).within_group(
            column('data', Integer).desc())
        is_(expr.type._type_affinity, Integer)

    def test_percentile_cont(self):
        expr = func.percentile_cont(0.5).within_group(column('data', Integer))
        is_(expr.type._type_affinity, Integer)

    def test_percentile_cont_array(self):
        expr = func.percentile_cont(0.5, 0.7).within_group(
            column('data', Integer))
        is_(expr.type._type_affinity, ARRAY)
        is_(expr.type.item_type._type_affinity, Integer)

    def test_percentile_cont_array_desc(self):
        expr = func.percentile_cont(0.5, 0.7).within_group(
            column('data', Integer).desc())
        is_(expr.type._type_affinity, ARRAY)
        is_(expr.type.item_type._type_affinity, Integer)

    def test_cume_dist(self):
        expr = func.cume_dist(0.5).within_group(
            column('data', Integer).desc())
        is_(expr.type._type_affinity, Numeric)

    def test_percent_rank(self):
        expr = func.percent_rank(0.5).within_group(
            column('data', Integer))
        is_(expr.type._type_affinity, Numeric)


class ExecuteTest(fixtures.TestBase):

    @engines.close_first
    def tearDown(self):
        pass

    def test_conn_execute(self):
        from sqlalchemy.sql.expression import FunctionElement
        from sqlalchemy.ext.compiler import compiles

        class myfunc(FunctionElement):
            type = Date()

        @compiles(myfunc)
        def compile(elem, compiler, **kw):
            return compiler.process(func.current_date())

        conn = testing.db.connect()
        try:
            x = conn.execute(func.current_date()).scalar()
            y = conn.execute(func.current_date().select()).scalar()
            z = conn.scalar(func.current_date())
            q = conn.scalar(myfunc())
        finally:
            conn.close()
        assert (x == y == z == q) is True

    def test_exec_options(self):
        f = func.foo()
        eq_(f._execution_options, {})

        f = f.execution_options(foo='bar')
        eq_(f._execution_options, {'foo': 'bar'})
        s = f.select()
        eq_(s._execution_options, {'foo': 'bar'})

        ret = testing.db.execute(func.now().execution_options(foo='bar'))
        eq_(ret.context.execution_options, {'foo': 'bar'})
        ret.close()

    @engines.close_first
    def test_update(self):
        """
        Tests sending functions and SQL expressions to the VALUES and SET
        clauses of INSERT/UPDATE instances, and that column-level defaults
        get overridden.
        """

        meta = MetaData(testing.db)
        t = Table('t1', meta,
                  Column('id', Integer, Sequence('t1idseq', optional=True),
                         primary_key=True),
                  Column('value', Integer)
                  )
        t2 = Table('t2', meta,
                   Column('id', Integer, Sequence('t2idseq', optional=True),
                          primary_key=True),
                   Column('value', Integer, default=7),
                   Column('stuff', String(20), onupdate="thisisstuff")
                   )
        meta.create_all()
        try:
            t.insert(values=dict(value=func.length("one"))).execute()
            assert t.select().execute().first()['value'] == 3
            t.update(values=dict(value=func.length("asfda"))).execute()
            assert t.select().execute().first()['value'] == 5

            r = t.insert(values=dict(value=func.length("sfsaafsda"))).execute()
            id = r.inserted_primary_key[0]
            assert t.select(t.c.id == id).execute().first()['value'] == 9
            t.update(values={t.c.value: func.length("asdf")}).execute()
            assert t.select().execute().first()['value'] == 4
            t2.insert().execute()
            t2.insert(values=dict(value=func.length("one"))).execute()
            t2.insert(values=dict(value=func.length("asfda") + -19)).\
                execute(stuff="hi")

            res = exec_sorted(select([t2.c.value, t2.c.stuff]))
            eq_(res, [(-14, 'hi'), (3, None), (7, None)])

            t2.update(values=dict(value=func.length("asdsafasd"))).\
                execute(stuff="some stuff")
            assert select([t2.c.value, t2.c.stuff]).execute().fetchall() == \
                [(9, "some stuff"), (9, "some stuff"),
                 (9, "some stuff")]

            t2.delete().execute()

            t2.insert(values=dict(value=func.length("one") + 8)).execute()
            assert t2.select().execute().first()['value'] == 11

            t2.update(values=dict(value=func.length("asfda"))).execute()
            eq_(
                select([t2.c.value, t2.c.stuff]).execute().first(),
                (5, "thisisstuff")
            )

            t2.update(values={t2.c.value: func.length("asfdaasdf"),
                              t2.c.stuff: "foo"}).execute()
            print("HI", select([t2.c.value, t2.c.stuff]).execute().first())
            eq_(select([t2.c.value, t2.c.stuff]).execute().first(),
                (9, "foo")
                )
        finally:
            meta.drop_all()

    @testing.fails_on_everything_except('postgresql')
    def test_as_from(self):
        # TODO: shouldn't this work on oracle too ?
        x = func.current_date(bind=testing.db).execute().scalar()
        y = func.current_date(bind=testing.db).select().execute().scalar()
        z = func.current_date(bind=testing.db).scalar()
        w = select(['*'], from_obj=[func.current_date(bind=testing.db)]).\
            scalar()

        # construct a column-based FROM object out of a function,
        # like in [ticket:172]
        s = select([sql.column('date', type_=DateTime)],
                   from_obj=[func.current_date(bind=testing.db)])
        q = s.execute().first()[s.c.date]
        r = s.alias('datequery').select().scalar()

        assert x == y == z == w == q == r

    def test_extract_bind(self):
        """Basic common denominator execution tests for extract()"""

        date = datetime.date(2010, 5, 1)

        def execute(field):
            return testing.db.execute(select([extract(field, date)])).scalar()

        assert execute('year') == 2010
        assert execute('month') == 5
        assert execute('day') == 1

        date = datetime.datetime(2010, 5, 1, 12, 11, 10)

        assert execute('year') == 2010
        assert execute('month') == 5
        assert execute('day') == 1

    def test_extract_expression(self):
        meta = MetaData(testing.db)
        table = Table('test', meta,
                      Column('dt', DateTime),
                      Column('d', Date))
        meta.create_all()
        try:
            table.insert().execute(
                {'dt': datetime.datetime(2010, 5, 1, 12, 11, 10),
                 'd': datetime.date(2010, 5, 1)})
            rs = select([extract('year', table.c.dt),
                         extract('month', table.c.d)]).execute()
            row = rs.first()
            assert row[0] == 2010
            assert row[1] == 5
            rs.close()
        finally:
            meta.drop_all()


def exec_sorted(statement, *args, **kw):
    """Executes a statement and returns a sorted list plain tuple rows."""

    return sorted([tuple(row)
                   for row in statement.execute(*args, **kw).fetchall()])