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+# testing/suite/test_select.py
+# Copyright (C) 2005-2025 the SQLAlchemy authors and contributors
+# <see AUTHORS file>
+#
+# This module is part of SQLAlchemy and is released under
+# the MIT License: https://www.opensource.org/licenses/mit-license.php
+# mypy: ignore-errors
+
+import collections.abc as collections_abc
+import itertools
+
+from .. import AssertsCompiledSQL
+from .. import AssertsExecutionResults
+from .. import config
+from .. import fixtures
+from ..assertions import assert_raises
+from ..assertions import eq_
+from ..assertions import in_
+from ..assertsql import CursorSQL
+from ..schema import Column
+from ..schema import Table
+from ... import bindparam
+from ... import case
+from ... import column
+from ... import Computed
+from ... import exists
+from ... import false
+from ... import ForeignKey
+from ... import func
+from ... import Identity
+from ... import Integer
+from ... import literal
+from ... import literal_column
+from ... import null
+from ... import select
+from ... import String
+from ... import table
+from ... import testing
+from ... import text
+from ... import true
+from ... import tuple_
+from ... import TupleType
+from ... import union
+from ... import values
+from ...exc import DatabaseError
+from ...exc import ProgrammingError
+
+
+class CollateTest(fixtures.TablesTest):
+    __backend__ = True
+
+    @classmethod
+    def define_tables(cls, metadata):
+        Table(
+            "some_table",
+            metadata,
+            Column("id", Integer, primary_key=True),
+            Column("data", String(100)),
+        )
+
+    @classmethod
+    def insert_data(cls, connection):
+        connection.execute(
+            cls.tables.some_table.insert(),
+            [
+                {"id": 1, "data": "collate data1"},
+                {"id": 2, "data": "collate data2"},
+            ],
+        )
+
+    def _assert_result(self, select, result):
+        with config.db.connect() as conn:
+            eq_(conn.execute(select).fetchall(), result)
+
+    @testing.requires.order_by_collation
+    def test_collate_order_by(self):
+        collation = testing.requires.get_order_by_collation(testing.config)
+
+        self._assert_result(
+            select(self.tables.some_table).order_by(
+                self.tables.some_table.c.data.collate(collation).asc()
+            ),
+            [(1, "collate data1"), (2, "collate data2")],
+        )
+
+
+class OrderByLabelTest(fixtures.TablesTest):
+    """Test the dialect sends appropriate ORDER BY expressions when
+    labels are used.
+
+    This essentially exercises the "supports_simple_order_by_label"
+    setting.
+
+    """
+
+    __backend__ = True
+
+    @classmethod
+    def define_tables(cls, metadata):
+        Table(
+            "some_table",
+            metadata,
+            Column("id", Integer, primary_key=True),
+            Column("x", Integer),
+            Column("y", Integer),
+            Column("q", String(50)),
+            Column("p", String(50)),
+        )
+
+    @classmethod
+    def insert_data(cls, connection):
+        connection.execute(
+            cls.tables.some_table.insert(),
+            [
+                {"id": 1, "x": 1, "y": 2, "q": "q1", "p": "p3"},
+                {"id": 2, "x": 2, "y": 3, "q": "q2", "p": "p2"},
+                {"id": 3, "x": 3, "y": 4, "q": "q3", "p": "p1"},
+            ],
+        )
+
+    def _assert_result(self, select, result):
+        with config.db.connect() as conn:
+            eq_(conn.execute(select).fetchall(), result)
+
+    def test_plain(self):
+        table = self.tables.some_table
+        lx = table.c.x.label("lx")
+        self._assert_result(select(lx).order_by(lx), [(1,), (2,), (3,)])
+
+    def test_composed_int(self):
+        table = self.tables.some_table
+        lx = (table.c.x + table.c.y).label("lx")
+        self._assert_result(select(lx).order_by(lx), [(3,), (5,), (7,)])
+
+    def test_composed_multiple(self):
+        table = self.tables.some_table
+        lx = (table.c.x + table.c.y).label("lx")
+        ly = (func.lower(table.c.q) + table.c.p).label("ly")
+        self._assert_result(
+            select(lx, ly).order_by(lx, ly.desc()),
+            [(3, "q1p3"), (5, "q2p2"), (7, "q3p1")],
+        )
+
+    def test_plain_desc(self):
+        table = self.tables.some_table
+        lx = table.c.x.label("lx")
+        self._assert_result(select(lx).order_by(lx.desc()), [(3,), (2,), (1,)])
+
+    def test_composed_int_desc(self):
+        table = self.tables.some_table
+        lx = (table.c.x + table.c.y).label("lx")
+        self._assert_result(select(lx).order_by(lx.desc()), [(7,), (5,), (3,)])
+
+    @testing.requires.group_by_complex_expression
+    def test_group_by_composed(self):
+        table = self.tables.some_table
+        expr = (table.c.x + table.c.y).label("lx")
+        stmt = (
+            select(func.count(table.c.id), expr).group_by(expr).order_by(expr)
+        )
+        self._assert_result(stmt, [(1, 3), (1, 5), (1, 7)])
+
+
+class ValuesExpressionTest(fixtures.TestBase):
+    __requires__ = ("table_value_constructor",)
+
+    __backend__ = True
+
+    def test_tuples(self, connection):
+        value_expr = values(
+            column("id", Integer), column("name", String), name="my_values"
+        ).data([(1, "name1"), (2, "name2"), (3, "name3")])
+
+        eq_(
+            connection.execute(select(value_expr)).all(),
+            [(1, "name1"), (2, "name2"), (3, "name3")],
+        )
+
+
+class FetchLimitOffsetTest(fixtures.TablesTest):
+    __backend__ = True
+
+    @classmethod
+    def define_tables(cls, metadata):
+        Table(
+            "some_table",
+            metadata,
+            Column("id", Integer, primary_key=True),
+            Column("x", Integer),
+            Column("y", Integer),
+        )
+
+    @classmethod
+    def insert_data(cls, connection):
+        connection.execute(
+            cls.tables.some_table.insert(),
+            [
+                {"id": 1, "x": 1, "y": 2},
+                {"id": 2, "x": 2, "y": 3},
+                {"id": 3, "x": 3, "y": 4},
+                {"id": 4, "x": 4, "y": 5},
+                {"id": 5, "x": 4, "y": 6},
+            ],
+        )
+
+    def _assert_result(
+        self, connection, select, result, params=(), set_=False
+    ):
+        if set_:
+            query_res = connection.execute(select, params).fetchall()
+            eq_(len(query_res), len(result))
+            eq_(set(query_res), set(result))
+
+        else:
+            eq_(connection.execute(select, params).fetchall(), result)
+
+    def _assert_result_str(self, select, result, params=()):
+        with config.db.connect() as conn:
+            eq_(conn.exec_driver_sql(select, params).fetchall(), result)
+
+    def test_simple_limit(self, connection):
+        table = self.tables.some_table
+        stmt = select(table).order_by(table.c.id)
+        self._assert_result(
+            connection,
+            stmt.limit(2),
+            [(1, 1, 2), (2, 2, 3)],
+        )
+        self._assert_result(
+            connection,
+            stmt.limit(3),
+            [(1, 1, 2), (2, 2, 3), (3, 3, 4)],
+        )
+
+    def test_limit_render_multiple_times(self, connection):
+        table = self.tables.some_table
+        stmt = select(table.c.id).limit(1).scalar_subquery()
+
+        u = union(select(stmt), select(stmt)).subquery().select()
+
+        self._assert_result(
+            connection,
+            u,
+            [
+                (1,),
+            ],
+        )
+
+    @testing.requires.fetch_first
+    def test_simple_fetch(self, connection):
+        table = self.tables.some_table
+        self._assert_result(
+            connection,
+            select(table).order_by(table.c.id).fetch(2),
+            [(1, 1, 2), (2, 2, 3)],
+        )
+        self._assert_result(
+            connection,
+            select(table).order_by(table.c.id).fetch(3),
+            [(1, 1, 2), (2, 2, 3), (3, 3, 4)],
+        )
+
+    @testing.requires.offset
+    def test_simple_offset(self, connection):
+        table = self.tables.some_table
+        self._assert_result(
+            connection,
+            select(table).order_by(table.c.id).offset(2),
+            [(3, 3, 4), (4, 4, 5), (5, 4, 6)],
+        )
+        self._assert_result(
+            connection,
+            select(table).order_by(table.c.id).offset(3),
+            [(4, 4, 5), (5, 4, 6)],
+        )
+
+    @testing.combinations(
+        ([(2, 0), (2, 1), (3, 2)]),
+        ([(2, 1), (2, 0), (3, 2)]),
+        ([(3, 1), (2, 1), (3, 1)]),
+        argnames="cases",
+    )
+    @testing.requires.offset
+    def test_simple_limit_offset(self, connection, cases):
+        table = self.tables.some_table
+        connection = connection.execution_options(compiled_cache={})
+
+        assert_data = [(1, 1, 2), (2, 2, 3), (3, 3, 4), (4, 4, 5), (5, 4, 6)]
+
+        for limit, offset in cases:
+            expected = assert_data[offset : offset + limit]
+            self._assert_result(
+                connection,
+                select(table).order_by(table.c.id).limit(limit).offset(offset),
+                expected,
+            )
+
+    @testing.requires.fetch_first
+    def test_simple_fetch_offset(self, connection):
+        table = self.tables.some_table
+        self._assert_result(
+            connection,
+            select(table).order_by(table.c.id).fetch(2).offset(1),
+            [(2, 2, 3), (3, 3, 4)],
+        )
+
+        self._assert_result(
+            connection,
+            select(table).order_by(table.c.id).fetch(3).offset(2),
+            [(3, 3, 4), (4, 4, 5), (5, 4, 6)],
+        )
+
+    @testing.requires.fetch_no_order_by
+    def test_fetch_offset_no_order(self, connection):
+        table = self.tables.some_table
+        self._assert_result(
+            connection,
+            select(table).fetch(10),
+            [(1, 1, 2), (2, 2, 3), (3, 3, 4), (4, 4, 5), (5, 4, 6)],
+            set_=True,
+        )
+
+    @testing.requires.offset
+    def test_simple_offset_zero(self, connection):
+        table = self.tables.some_table
+        self._assert_result(
+            connection,
+            select(table).order_by(table.c.id).offset(0),
+            [(1, 1, 2), (2, 2, 3), (3, 3, 4), (4, 4, 5), (5, 4, 6)],
+        )
+
+        self._assert_result(
+            connection,
+            select(table).order_by(table.c.id).offset(1),
+            [(2, 2, 3), (3, 3, 4), (4, 4, 5), (5, 4, 6)],
+        )
+
+    @testing.requires.offset
+    def test_limit_offset_nobinds(self):
+        """test that 'literal binds' mode works - no bound params."""
+
+        table = self.tables.some_table
+        stmt = select(table).order_by(table.c.id).limit(2).offset(1)
+        sql = stmt.compile(
+            dialect=config.db.dialect, compile_kwargs={"literal_binds": True}
+        )
+        sql = str(sql)
+
+        self._assert_result_str(sql, [(2, 2, 3), (3, 3, 4)])
+
+    @testing.requires.fetch_first
+    def test_fetch_offset_nobinds(self):
+        """test that 'literal binds' mode works - no bound params."""
+
+        table = self.tables.some_table
+        stmt = select(table).order_by(table.c.id).fetch(2).offset(1)
+        sql = stmt.compile(
+            dialect=config.db.dialect, compile_kwargs={"literal_binds": True}
+        )
+        sql = str(sql)
+
+        self._assert_result_str(sql, [(2, 2, 3), (3, 3, 4)])
+
+    @testing.requires.bound_limit_offset
+    def test_bound_limit(self, connection):
+        table = self.tables.some_table
+        self._assert_result(
+            connection,
+            select(table).order_by(table.c.id).limit(bindparam("l")),
+            [(1, 1, 2), (2, 2, 3)],
+            params={"l": 2},
+        )
+
+        self._assert_result(
+            connection,
+            select(table).order_by(table.c.id).limit(bindparam("l")),
+            [(1, 1, 2), (2, 2, 3), (3, 3, 4)],
+            params={"l": 3},
+        )
+
+    @testing.requires.bound_limit_offset
+    def test_bound_offset(self, connection):
+        table = self.tables.some_table
+        self._assert_result(
+            connection,
+            select(table).order_by(table.c.id).offset(bindparam("o")),
+            [(3, 3, 4), (4, 4, 5), (5, 4, 6)],
+            params={"o": 2},
+        )
+
+        self._assert_result(
+            connection,
+            select(table).order_by(table.c.id).offset(bindparam("o")),
+            [(2, 2, 3), (3, 3, 4), (4, 4, 5), (5, 4, 6)],
+            params={"o": 1},
+        )
+
+    @testing.requires.bound_limit_offset
+    def test_bound_limit_offset(self, connection):
+        table = self.tables.some_table
+        self._assert_result(
+            connection,
+            select(table)
+            .order_by(table.c.id)
+            .limit(bindparam("l"))
+            .offset(bindparam("o")),
+            [(2, 2, 3), (3, 3, 4)],
+            params={"l": 2, "o": 1},
+        )
+
+        self._assert_result(
+            connection,
+            select(table)
+            .order_by(table.c.id)
+            .limit(bindparam("l"))
+            .offset(bindparam("o")),
+            [(3, 3, 4), (4, 4, 5), (5, 4, 6)],
+            params={"l": 3, "o": 2},
+        )
+
+    @testing.requires.fetch_first
+    def test_bound_fetch_offset(self, connection):
+        table = self.tables.some_table
+        self._assert_result(
+            connection,
+            select(table)
+            .order_by(table.c.id)
+            .fetch(bindparam("f"))
+            .offset(bindparam("o")),
+            [(2, 2, 3), (3, 3, 4)],
+            params={"f": 2, "o": 1},
+        )
+
+        self._assert_result(
+            connection,
+            select(table)
+            .order_by(table.c.id)
+            .fetch(bindparam("f"))
+            .offset(bindparam("o")),
+            [(3, 3, 4), (4, 4, 5), (5, 4, 6)],
+            params={"f": 3, "o": 2},
+        )
+
+    @testing.requires.sql_expression_limit_offset
+    def test_expr_offset(self, connection):
+        table = self.tables.some_table
+        self._assert_result(
+            connection,
+            select(table)
+            .order_by(table.c.id)
+            .offset(literal_column("1") + literal_column("2")),
+            [(4, 4, 5), (5, 4, 6)],
+        )
+
+    @testing.requires.sql_expression_limit_offset
+    def test_expr_limit(self, connection):
+        table = self.tables.some_table
+        self._assert_result(
+            connection,
+            select(table)
+            .order_by(table.c.id)
+            .limit(literal_column("1") + literal_column("2")),
+            [(1, 1, 2), (2, 2, 3), (3, 3, 4)],
+        )
+
+    @testing.requires.sql_expression_limit_offset
+    def test_expr_limit_offset(self, connection):
+        table = self.tables.some_table
+        self._assert_result(
+            connection,
+            select(table)
+            .order_by(table.c.id)
+            .limit(literal_column("1") + literal_column("1"))
+            .offset(literal_column("1") + literal_column("1")),
+            [(3, 3, 4), (4, 4, 5)],
+        )
+
+    @testing.requires.fetch_first
+    @testing.requires.fetch_expression
+    def test_expr_fetch_offset(self, connection):
+        table = self.tables.some_table
+        self._assert_result(
+            connection,
+            select(table)
+            .order_by(table.c.id)
+            .fetch(literal_column("1") + literal_column("1"))
+            .offset(literal_column("1") + literal_column("1")),
+            [(3, 3, 4), (4, 4, 5)],
+        )
+
+    @testing.requires.sql_expression_limit_offset
+    def test_simple_limit_expr_offset(self, connection):
+        table = self.tables.some_table
+        self._assert_result(
+            connection,
+            select(table)
+            .order_by(table.c.id)
+            .limit(2)
+            .offset(literal_column("1") + literal_column("1")),
+            [(3, 3, 4), (4, 4, 5)],
+        )
+
+        self._assert_result(
+            connection,
+            select(table)
+            .order_by(table.c.id)
+            .limit(3)
+            .offset(literal_column("1") + literal_column("1")),
+            [(3, 3, 4), (4, 4, 5), (5, 4, 6)],
+        )
+
+    @testing.requires.sql_expression_limit_offset
+    def test_expr_limit_simple_offset(self, connection):
+        table = self.tables.some_table
+        self._assert_result(
+            connection,
+            select(table)
+            .order_by(table.c.id)
+            .limit(literal_column("1") + literal_column("1"))
+            .offset(2),
+            [(3, 3, 4), (4, 4, 5)],
+        )
+
+        self._assert_result(
+            connection,
+            select(table)
+            .order_by(table.c.id)
+            .limit(literal_column("1") + literal_column("1"))
+            .offset(1),
+            [(2, 2, 3), (3, 3, 4)],
+        )
+
+    @testing.requires.fetch_ties
+    def test_simple_fetch_ties(self, connection):
+        table = self.tables.some_table
+        self._assert_result(
+            connection,
+            select(table).order_by(table.c.x.desc()).fetch(1, with_ties=True),
+            [(4, 4, 5), (5, 4, 6)],
+            set_=True,
+        )
+
+        self._assert_result(
+            connection,
+            select(table).order_by(table.c.x.desc()).fetch(3, with_ties=True),
+            [(3, 3, 4), (4, 4, 5), (5, 4, 6)],
+            set_=True,
+        )
+
+    @testing.requires.fetch_ties
+    @testing.requires.fetch_offset_with_options
+    def test_fetch_offset_ties(self, connection):
+        table = self.tables.some_table
+        fa = connection.execute(
+            select(table)
+            .order_by(table.c.x)
+            .fetch(2, with_ties=True)
+            .offset(2)
+        ).fetchall()
+        eq_(fa[0], (3, 3, 4))
+        eq_(set(fa), {(3, 3, 4), (4, 4, 5), (5, 4, 6)})
+
+    @testing.requires.fetch_ties
+    @testing.requires.fetch_offset_with_options
+    def test_fetch_offset_ties_exact_number(self, connection):
+        table = self.tables.some_table
+        self._assert_result(
+            connection,
+            select(table)
+            .order_by(table.c.x)
+            .fetch(2, with_ties=True)
+            .offset(1),
+            [(2, 2, 3), (3, 3, 4)],
+        )
+
+        self._assert_result(
+            connection,
+            select(table)
+            .order_by(table.c.x)
+            .fetch(3, with_ties=True)
+            .offset(3),
+            [(4, 4, 5), (5, 4, 6)],
+        )
+
+    @testing.requires.fetch_percent
+    def test_simple_fetch_percent(self, connection):
+        table = self.tables.some_table
+        self._assert_result(
+            connection,
+            select(table).order_by(table.c.id).fetch(20, percent=True),
+            [(1, 1, 2)],
+        )
+
+    @testing.requires.fetch_percent
+    @testing.requires.fetch_offset_with_options
+    def test_fetch_offset_percent(self, connection):
+        table = self.tables.some_table
+        self._assert_result(
+            connection,
+            select(table)
+            .order_by(table.c.id)
+            .fetch(40, percent=True)
+            .offset(1),
+            [(2, 2, 3), (3, 3, 4)],
+        )
+
+    @testing.requires.fetch_ties
+    @testing.requires.fetch_percent
+    def test_simple_fetch_percent_ties(self, connection):
+        table = self.tables.some_table
+        self._assert_result(
+            connection,
+            select(table)
+            .order_by(table.c.x.desc())
+            .fetch(20, percent=True, with_ties=True),
+            [(4, 4, 5), (5, 4, 6)],
+            set_=True,
+        )
+
+    @testing.requires.fetch_ties
+    @testing.requires.fetch_percent
+    @testing.requires.fetch_offset_with_options
+    def test_fetch_offset_percent_ties(self, connection):
+        table = self.tables.some_table
+        fa = connection.execute(
+            select(table)
+            .order_by(table.c.x)
+            .fetch(40, percent=True, with_ties=True)
+            .offset(2)
+        ).fetchall()
+        eq_(fa[0], (3, 3, 4))
+        eq_(set(fa), {(3, 3, 4), (4, 4, 5), (5, 4, 6)})
+
+
+class SameNamedSchemaTableTest(fixtures.TablesTest):
+    """tests for #7471"""
+
+    __backend__ = True
+
+    __requires__ = ("schemas",)
+
+    @classmethod
+    def define_tables(cls, metadata):
+        Table(
+            "some_table",
+            metadata,
+            Column("id", Integer, primary_key=True),
+            schema=config.test_schema,
+        )
+        Table(
+            "some_table",
+            metadata,
+            Column("id", Integer, primary_key=True),
+            Column(
+                "some_table_id",
+                Integer,
+                # ForeignKey("%s.some_table.id" % config.test_schema),
+                nullable=False,
+            ),
+        )
+
+    @classmethod
+    def insert_data(cls, connection):
+        some_table, some_table_schema = cls.tables(
+            "some_table", "%s.some_table" % config.test_schema
+        )
+        connection.execute(some_table_schema.insert(), {"id": 1})
+        connection.execute(some_table.insert(), {"id": 1, "some_table_id": 1})
+
+    def test_simple_join_both_tables(self, connection):
+        some_table, some_table_schema = self.tables(
+            "some_table", "%s.some_table" % config.test_schema
+        )
+
+        eq_(
+            connection.execute(
+                select(some_table, some_table_schema).join_from(
+                    some_table,
+                    some_table_schema,
+                    some_table.c.some_table_id == some_table_schema.c.id,
+                )
+            ).first(),
+            (1, 1, 1),
+        )
+
+    def test_simple_join_whereclause_only(self, connection):
+        some_table, some_table_schema = self.tables(
+            "some_table", "%s.some_table" % config.test_schema
+        )
+
+        eq_(
+            connection.execute(
+                select(some_table)
+                .join_from(
+                    some_table,
+                    some_table_schema,
+                    some_table.c.some_table_id == some_table_schema.c.id,
+                )
+                .where(some_table.c.id == 1)
+            ).first(),
+            (1, 1),
+        )
+
+    def test_subquery(self, connection):
+        some_table, some_table_schema = self.tables(
+            "some_table", "%s.some_table" % config.test_schema
+        )
+
+        subq = (
+            select(some_table)
+            .join_from(
+                some_table,
+                some_table_schema,
+                some_table.c.some_table_id == some_table_schema.c.id,
+            )
+            .where(some_table.c.id == 1)
+            .subquery()
+        )
+
+        eq_(
+            connection.execute(
+                select(some_table, subq.c.id)
+                .join_from(
+                    some_table,
+                    subq,
+                    some_table.c.some_table_id == subq.c.id,
+                )
+                .where(some_table.c.id == 1)
+            ).first(),
+            (1, 1, 1),
+        )
+
+
+class JoinTest(fixtures.TablesTest):
+    __backend__ = True
+
+    def _assert_result(self, select, result, params=()):
+        with config.db.connect() as conn:
+            eq_(conn.execute(select, params).fetchall(), result)
+
+    @classmethod
+    def define_tables(cls, metadata):
+        Table("a", metadata, Column("id", Integer, primary_key=True))
+        Table(
+            "b",
+            metadata,
+            Column("id", Integer, primary_key=True),
+            Column("a_id", ForeignKey("a.id"), nullable=False),
+        )
+
+    @classmethod
+    def insert_data(cls, connection):
+        connection.execute(
+            cls.tables.a.insert(),
+            [{"id": 1}, {"id": 2}, {"id": 3}, {"id": 4}, {"id": 5}],
+        )
+
+        connection.execute(
+            cls.tables.b.insert(),
+            [
+                {"id": 1, "a_id": 1},
+                {"id": 2, "a_id": 1},
+                {"id": 4, "a_id": 2},
+                {"id": 5, "a_id": 3},
+            ],
+        )
+
+    def test_inner_join_fk(self):
+        a, b = self.tables("a", "b")
+
+        stmt = select(a, b).select_from(a.join(b)).order_by(a.c.id, b.c.id)
+
+        self._assert_result(stmt, [(1, 1, 1), (1, 2, 1), (2, 4, 2), (3, 5, 3)])
+
+    def test_inner_join_true(self):
+        a, b = self.tables("a", "b")
+
+        stmt = (
+            select(a, b)
+            .select_from(a.join(b, true()))
+            .order_by(a.c.id, b.c.id)
+        )
+
+        self._assert_result(
+            stmt,
+            [
+                (a, b, c)
+                for (a,), (b, c) in itertools.product(
+                    [(1,), (2,), (3,), (4,), (5,)],
+                    [(1, 1), (2, 1), (4, 2), (5, 3)],
+                )
+            ],
+        )
+
+    def test_inner_join_false(self):
+        a, b = self.tables("a", "b")
+
+        stmt = (
+            select(a, b)
+            .select_from(a.join(b, false()))
+            .order_by(a.c.id, b.c.id)
+        )
+
+        self._assert_result(stmt, [])
+
+    def test_outer_join_false(self):
+        a, b = self.tables("a", "b")
+
+        stmt = (
+            select(a, b)
+            .select_from(a.outerjoin(b, false()))
+            .order_by(a.c.id, b.c.id)
+        )
+
+        self._assert_result(
+            stmt,
+            [
+                (1, None, None),
+                (2, None, None),
+                (3, None, None),
+                (4, None, None),
+                (5, None, None),
+            ],
+        )
+
+    def test_outer_join_fk(self):
+        a, b = self.tables("a", "b")
+
+        stmt = select(a, b).select_from(a.join(b)).order_by(a.c.id, b.c.id)
+
+        self._assert_result(stmt, [(1, 1, 1), (1, 2, 1), (2, 4, 2), (3, 5, 3)])
+
+
+class CompoundSelectTest(fixtures.TablesTest):
+    __backend__ = True
+
+    @classmethod
+    def define_tables(cls, metadata):
+        Table(
+            "some_table",
+            metadata,
+            Column("id", Integer, primary_key=True),
+            Column("x", Integer),
+            Column("y", Integer),
+        )
+
+    @classmethod
+    def insert_data(cls, connection):
+        connection.execute(
+            cls.tables.some_table.insert(),
+            [
+                {"id": 1, "x": 1, "y": 2},
+                {"id": 2, "x": 2, "y": 3},
+                {"id": 3, "x": 3, "y": 4},
+                {"id": 4, "x": 4, "y": 5},
+            ],
+        )
+
+    def _assert_result(self, select, result, params=()):
+        with config.db.connect() as conn:
+            eq_(conn.execute(select, params).fetchall(), result)
+
+    def test_plain_union(self):
+        table = self.tables.some_table
+        s1 = select(table).where(table.c.id == 2)
+        s2 = select(table).where(table.c.id == 3)
+
+        u1 = union(s1, s2)
+        self._assert_result(
+            u1.order_by(u1.selected_columns.id), [(2, 2, 3), (3, 3, 4)]
+        )
+
+    def test_select_from_plain_union(self):
+        table = self.tables.some_table
+        s1 = select(table).where(table.c.id == 2)
+        s2 = select(table).where(table.c.id == 3)
+
+        u1 = union(s1, s2).alias().select()
+        self._assert_result(
+            u1.order_by(u1.selected_columns.id), [(2, 2, 3), (3, 3, 4)]
+        )
+
+    @testing.requires.order_by_col_from_union
+    @testing.requires.parens_in_union_contained_select_w_limit_offset
+    def test_limit_offset_selectable_in_unions(self):
+        table = self.tables.some_table
+        s1 = select(table).where(table.c.id == 2).limit(1).order_by(table.c.id)
+        s2 = select(table).where(table.c.id == 3).limit(1).order_by(table.c.id)
+
+        u1 = union(s1, s2).limit(2)
+        self._assert_result(
+            u1.order_by(u1.selected_columns.id), [(2, 2, 3), (3, 3, 4)]
+        )
+
+    @testing.requires.parens_in_union_contained_select_wo_limit_offset
+    def test_order_by_selectable_in_unions(self):
+        table = self.tables.some_table
+        s1 = select(table).where(table.c.id == 2).order_by(table.c.id)
+        s2 = select(table).where(table.c.id == 3).order_by(table.c.id)
+
+        u1 = union(s1, s2).limit(2)
+        self._assert_result(
+            u1.order_by(u1.selected_columns.id), [(2, 2, 3), (3, 3, 4)]
+        )
+
+    def test_distinct_selectable_in_unions(self):
+        table = self.tables.some_table
+        s1 = select(table).where(table.c.id == 2).distinct()
+        s2 = select(table).where(table.c.id == 3).distinct()
+
+        u1 = union(s1, s2).limit(2)
+        self._assert_result(
+            u1.order_by(u1.selected_columns.id), [(2, 2, 3), (3, 3, 4)]
+        )
+
+    @testing.requires.parens_in_union_contained_select_w_limit_offset
+    def test_limit_offset_in_unions_from_alias(self):
+        table = self.tables.some_table
+        s1 = select(table).where(table.c.id == 2).limit(1).order_by(table.c.id)
+        s2 = select(table).where(table.c.id == 3).limit(1).order_by(table.c.id)
+
+        # this necessarily has double parens
+        u1 = union(s1, s2).alias()
+        self._assert_result(
+            u1.select().limit(2).order_by(u1.c.id), [(2, 2, 3), (3, 3, 4)]
+        )
+
+    def test_limit_offset_aliased_selectable_in_unions(self):
+        table = self.tables.some_table
+        s1 = (
+            select(table)
+            .where(table.c.id == 2)
+            .limit(1)
+            .order_by(table.c.id)
+            .alias()
+            .select()
+        )
+        s2 = (
+            select(table)
+            .where(table.c.id == 3)
+            .limit(1)
+            .order_by(table.c.id)
+            .alias()
+            .select()
+        )
+
+        u1 = union(s1, s2).limit(2)
+        self._assert_result(
+            u1.order_by(u1.selected_columns.id), [(2, 2, 3), (3, 3, 4)]
+        )
+
+
+class PostCompileParamsTest(
+    AssertsExecutionResults, AssertsCompiledSQL, fixtures.TablesTest
+):
+    __backend__ = True
+
+    __requires__ = ("standard_cursor_sql",)
+
+    @classmethod
+    def define_tables(cls, metadata):
+        Table(
+            "some_table",
+            metadata,
+            Column("id", Integer, primary_key=True),
+            Column("x", Integer),
+            Column("y", Integer),
+            Column("z", String(50)),
+        )
+
+    @classmethod
+    def insert_data(cls, connection):
+        connection.execute(
+            cls.tables.some_table.insert(),
+            [
+                {"id": 1, "x": 1, "y": 2, "z": "z1"},
+                {"id": 2, "x": 2, "y": 3, "z": "z2"},
+                {"id": 3, "x": 3, "y": 4, "z": "z3"},
+                {"id": 4, "x": 4, "y": 5, "z": "z4"},
+            ],
+        )
+
+    def test_compile(self):
+        table = self.tables.some_table
+
+        stmt = select(table.c.id).where(
+            table.c.x == bindparam("q", literal_execute=True)
+        )
+
+        self.assert_compile(
+            stmt,
+            "SELECT some_table.id FROM some_table "
+            "WHERE some_table.x = __[POSTCOMPILE_q]",
+            {},
+        )
+
+    def test_compile_literal_binds(self):
+        table = self.tables.some_table
+
+        stmt = select(table.c.id).where(
+            table.c.x == bindparam("q", 10, literal_execute=True)
+        )
+
+        self.assert_compile(
+            stmt,
+            "SELECT some_table.id FROM some_table WHERE some_table.x = 10",
+            {},
+            literal_binds=True,
+        )
+
+    def test_execute(self):
+        table = self.tables.some_table
+
+        stmt = select(table.c.id).where(
+            table.c.x == bindparam("q", literal_execute=True)
+        )
+
+        with self.sql_execution_asserter() as asserter:
+            with config.db.connect() as conn:
+                conn.execute(stmt, dict(q=10))
+
+        asserter.assert_(
+            CursorSQL(
+                "SELECT some_table.id \nFROM some_table "
+                "\nWHERE some_table.x = 10",
+                () if config.db.dialect.positional else {},
+            )
+        )
+
+    def test_execute_expanding_plus_literal_execute(self):
+        table = self.tables.some_table
+
+        stmt = select(table.c.id).where(
+            table.c.x.in_(bindparam("q", expanding=True, literal_execute=True))
+        )
+
+        with self.sql_execution_asserter() as asserter:
+            with config.db.connect() as conn:
+                conn.execute(stmt, dict(q=[5, 6, 7]))
+
+        asserter.assert_(
+            CursorSQL(
+                "SELECT some_table.id \nFROM some_table "
+                "\nWHERE some_table.x IN (5, 6, 7)",
+                () if config.db.dialect.positional else {},
+            )
+        )
+
+    @testing.requires.tuple_in
+    def test_execute_tuple_expanding_plus_literal_execute(self):
+        table = self.tables.some_table
+
+        stmt = select(table.c.id).where(
+            tuple_(table.c.x, table.c.y).in_(
+                bindparam("q", expanding=True, literal_execute=True)
+            )
+        )
+
+        with self.sql_execution_asserter() as asserter:
+            with config.db.connect() as conn:
+                conn.execute(stmt, dict(q=[(5, 10), (12, 18)]))
+
+        asserter.assert_(
+            CursorSQL(
+                "SELECT some_table.id \nFROM some_table "
+                "\nWHERE (some_table.x, some_table.y) "
+                "IN (%s(5, 10), (12, 18))"
+                % ("VALUES " if config.db.dialect.tuple_in_values else ""),
+                () if config.db.dialect.positional else {},
+            )
+        )
+
+    @testing.requires.tuple_in
+    def test_execute_tuple_expanding_plus_literal_heterogeneous_execute(self):
+        table = self.tables.some_table
+
+        stmt = select(table.c.id).where(
+            tuple_(table.c.x, table.c.z).in_(
+                bindparam("q", expanding=True, literal_execute=True)
+            )
+        )
+
+        with self.sql_execution_asserter() as asserter:
+            with config.db.connect() as conn:
+                conn.execute(stmt, dict(q=[(5, "z1"), (12, "z3")]))
+
+        asserter.assert_(
+            CursorSQL(
+                "SELECT some_table.id \nFROM some_table "
+                "\nWHERE (some_table.x, some_table.z) "
+                "IN (%s(5, 'z1'), (12, 'z3'))"
+                % ("VALUES " if config.db.dialect.tuple_in_values else ""),
+                () if config.db.dialect.positional else {},
+            )
+        )
+
+
+class ExpandingBoundInTest(fixtures.TablesTest):
+    __backend__ = True
+
+    @classmethod
+    def define_tables(cls, metadata):
+        Table(
+            "some_table",
+            metadata,
+            Column("id", Integer, primary_key=True),
+            Column("x", Integer),
+            Column("y", Integer),
+            Column("z", String(50)),
+        )
+
+    @classmethod
+    def insert_data(cls, connection):
+        connection.execute(
+            cls.tables.some_table.insert(),
+            [
+                {"id": 1, "x": 1, "y": 2, "z": "z1"},
+                {"id": 2, "x": 2, "y": 3, "z": "z2"},
+                {"id": 3, "x": 3, "y": 4, "z": "z3"},
+                {"id": 4, "x": 4, "y": 5, "z": "z4"},
+            ],
+        )
+
+    def _assert_result(self, select, result, params=()):
+        with config.db.connect() as conn:
+            eq_(conn.execute(select, params).fetchall(), result)
+
+    def test_multiple_empty_sets_bindparam(self):
+        # test that any anonymous aliasing used by the dialect
+        # is fine with duplicates
+        table = self.tables.some_table
+        stmt = (
+            select(table.c.id)
+            .where(table.c.x.in_(bindparam("q")))
+            .where(table.c.y.in_(bindparam("p")))
+            .order_by(table.c.id)
+        )
+        self._assert_result(stmt, [], params={"q": [], "p": []})
+
+    def test_multiple_empty_sets_direct(self):
+        # test that any anonymous aliasing used by the dialect
+        # is fine with duplicates
+        table = self.tables.some_table
+        stmt = (
+            select(table.c.id)
+            .where(table.c.x.in_([]))
+            .where(table.c.y.in_([]))
+            .order_by(table.c.id)
+        )
+        self._assert_result(stmt, [])
+
+    @testing.requires.tuple_in_w_empty
+    def test_empty_heterogeneous_tuples_bindparam(self):
+        table = self.tables.some_table
+        stmt = (
+            select(table.c.id)
+            .where(tuple_(table.c.x, table.c.z).in_(bindparam("q")))
+            .order_by(table.c.id)
+        )
+        self._assert_result(stmt, [], params={"q": []})
+
+    @testing.requires.tuple_in_w_empty
+    def test_empty_heterogeneous_tuples_direct(self):
+        table = self.tables.some_table
+
+        def go(val, expected):
+            stmt = (
+                select(table.c.id)
+                .where(tuple_(table.c.x, table.c.z).in_(val))
+                .order_by(table.c.id)
+            )
+            self._assert_result(stmt, expected)
+
+        go([], [])
+        go([(2, "z2"), (3, "z3"), (4, "z4")], [(2,), (3,), (4,)])
+        go([], [])
+
+    @testing.requires.tuple_in_w_empty
+    def test_empty_homogeneous_tuples_bindparam(self):
+        table = self.tables.some_table
+        stmt = (
+            select(table.c.id)
+            .where(tuple_(table.c.x, table.c.y).in_(bindparam("q")))
+            .order_by(table.c.id)
+        )
+        self._assert_result(stmt, [], params={"q": []})
+
+    @testing.requires.tuple_in_w_empty
+    def test_empty_homogeneous_tuples_direct(self):
+        table = self.tables.some_table
+
+        def go(val, expected):
+            stmt = (
+                select(table.c.id)
+                .where(tuple_(table.c.x, table.c.y).in_(val))
+                .order_by(table.c.id)
+            )
+            self._assert_result(stmt, expected)
+
+        go([], [])
+        go([(1, 2), (2, 3), (3, 4)], [(1,), (2,), (3,)])
+        go([], [])
+
+    def test_bound_in_scalar_bindparam(self):
+        table = self.tables.some_table
+        stmt = (
+            select(table.c.id)
+            .where(table.c.x.in_(bindparam("q")))
+            .order_by(table.c.id)
+        )
+        self._assert_result(stmt, [(2,), (3,), (4,)], params={"q": [2, 3, 4]})
+
+    def test_bound_in_scalar_direct(self):
+        table = self.tables.some_table
+        stmt = (
+            select(table.c.id)
+            .where(table.c.x.in_([2, 3, 4]))
+            .order_by(table.c.id)
+        )
+        self._assert_result(stmt, [(2,), (3,), (4,)])
+
+    def test_nonempty_in_plus_empty_notin(self):
+        table = self.tables.some_table
+        stmt = (
+            select(table.c.id)
+            .where(table.c.x.in_([2, 3]))
+            .where(table.c.id.not_in([]))
+            .order_by(table.c.id)
+        )
+        self._assert_result(stmt, [(2,), (3,)])
+
+    def test_empty_in_plus_notempty_notin(self):
+        table = self.tables.some_table
+        stmt = (
+            select(table.c.id)
+            .where(table.c.x.in_([]))
+            .where(table.c.id.not_in([2, 3]))
+            .order_by(table.c.id)
+        )
+        self._assert_result(stmt, [])
+
+    def test_typed_str_in(self):
+        """test related to #7292.
+
+        as a type is given to the bound param, there is no ambiguity
+        to the type of element.
+
+        """
+
+        stmt = text(
+            "select id FROM some_table WHERE z IN :q ORDER BY id"
+        ).bindparams(bindparam("q", type_=String, expanding=True))
+        self._assert_result(
+            stmt,
+            [(2,), (3,), (4,)],
+            params={"q": ["z2", "z3", "z4"]},
+        )
+
+    def test_untyped_str_in(self):
+        """test related to #7292.
+
+        for untyped expression, we look at the types of elements.
+        Test for Sequence to detect tuple in.  but not strings or bytes!
+        as always....
+
+        """
+
+        stmt = text(
+            "select id FROM some_table WHERE z IN :q ORDER BY id"
+        ).bindparams(bindparam("q", expanding=True))
+        self._assert_result(
+            stmt,
+            [(2,), (3,), (4,)],
+            params={"q": ["z2", "z3", "z4"]},
+        )
+
+    @testing.requires.tuple_in
+    def test_bound_in_two_tuple_bindparam(self):
+        table = self.tables.some_table
+        stmt = (
+            select(table.c.id)
+            .where(tuple_(table.c.x, table.c.y).in_(bindparam("q")))
+            .order_by(table.c.id)
+        )
+        self._assert_result(
+            stmt, [(2,), (3,), (4,)], params={"q": [(2, 3), (3, 4), (4, 5)]}
+        )
+
+    @testing.requires.tuple_in
+    def test_bound_in_two_tuple_direct(self):
+        table = self.tables.some_table
+        stmt = (
+            select(table.c.id)
+            .where(tuple_(table.c.x, table.c.y).in_([(2, 3), (3, 4), (4, 5)]))
+            .order_by(table.c.id)
+        )
+        self._assert_result(stmt, [(2,), (3,), (4,)])
+
+    @testing.requires.tuple_in
+    def test_bound_in_heterogeneous_two_tuple_bindparam(self):
+        table = self.tables.some_table
+        stmt = (
+            select(table.c.id)
+            .where(tuple_(table.c.x, table.c.z).in_(bindparam("q")))
+            .order_by(table.c.id)
+        )
+        self._assert_result(
+            stmt,
+            [(2,), (3,), (4,)],
+            params={"q": [(2, "z2"), (3, "z3"), (4, "z4")]},
+        )
+
+    @testing.requires.tuple_in
+    def test_bound_in_heterogeneous_two_tuple_direct(self):
+        table = self.tables.some_table
+        stmt = (
+            select(table.c.id)
+            .where(
+                tuple_(table.c.x, table.c.z).in_(
+                    [(2, "z2"), (3, "z3"), (4, "z4")]
+                )
+            )
+            .order_by(table.c.id)
+        )
+        self._assert_result(
+            stmt,
+            [(2,), (3,), (4,)],
+        )
+
+    @testing.requires.tuple_in
+    def test_bound_in_heterogeneous_two_tuple_text_bindparam(self):
+        # note this becomes ARRAY if we dont use expanding
+        # explicitly right now
+        stmt = text(
+            "select id FROM some_table WHERE (x, z) IN :q ORDER BY id"
+        ).bindparams(bindparam("q", expanding=True))
+        self._assert_result(
+            stmt,
+            [(2,), (3,), (4,)],
+            params={"q": [(2, "z2"), (3, "z3"), (4, "z4")]},
+        )
+
+    @testing.requires.tuple_in
+    def test_bound_in_heterogeneous_two_tuple_typed_bindparam_non_tuple(self):
+        class LikeATuple(collections_abc.Sequence):
+            def __init__(self, *data):
+                self._data = data
+
+            def __iter__(self):
+                return iter(self._data)
+
+            def __getitem__(self, idx):
+                return self._data[idx]
+
+            def __len__(self):
+                return len(self._data)
+
+        stmt = text(
+            "select id FROM some_table WHERE (x, z) IN :q ORDER BY id"
+        ).bindparams(
+            bindparam(
+                "q", type_=TupleType(Integer(), String()), expanding=True
+            )
+        )
+        self._assert_result(
+            stmt,
+            [(2,), (3,), (4,)],
+            params={
+                "q": [
+                    LikeATuple(2, "z2"),
+                    LikeATuple(3, "z3"),
+                    LikeATuple(4, "z4"),
+                ]
+            },
+        )
+
+    @testing.requires.tuple_in
+    def test_bound_in_heterogeneous_two_tuple_text_bindparam_non_tuple(self):
+        # note this becomes ARRAY if we dont use expanding
+        # explicitly right now
+
+        class LikeATuple(collections_abc.Sequence):
+            def __init__(self, *data):
+                self._data = data
+
+            def __iter__(self):
+                return iter(self._data)
+
+            def __getitem__(self, idx):
+                return self._data[idx]
+
+            def __len__(self):
+                return len(self._data)
+
+        stmt = text(
+            "select id FROM some_table WHERE (x, z) IN :q ORDER BY id"
+        ).bindparams(bindparam("q", expanding=True))
+        self._assert_result(
+            stmt,
+            [(2,), (3,), (4,)],
+            params={
+                "q": [
+                    LikeATuple(2, "z2"),
+                    LikeATuple(3, "z3"),
+                    LikeATuple(4, "z4"),
+                ]
+            },
+        )
+
+    def test_empty_set_against_integer_bindparam(self):
+        table = self.tables.some_table
+        stmt = (
+            select(table.c.id)
+            .where(table.c.x.in_(bindparam("q")))
+            .order_by(table.c.id)
+        )
+        self._assert_result(stmt, [], params={"q": []})
+
+    def test_empty_set_against_integer_direct(self):
+        table = self.tables.some_table
+        stmt = select(table.c.id).where(table.c.x.in_([])).order_by(table.c.id)
+        self._assert_result(stmt, [])
+
+    def test_empty_set_against_integer_negation_bindparam(self):
+        table = self.tables.some_table
+        stmt = (
+            select(table.c.id)
+            .where(table.c.x.not_in(bindparam("q")))
+            .order_by(table.c.id)
+        )
+        self._assert_result(stmt, [(1,), (2,), (3,), (4,)], params={"q": []})
+
+    def test_empty_set_against_integer_negation_direct(self):
+        table = self.tables.some_table
+        stmt = (
+            select(table.c.id).where(table.c.x.not_in([])).order_by(table.c.id)
+        )
+        self._assert_result(stmt, [(1,), (2,), (3,), (4,)])
+
+    def test_empty_set_against_string_bindparam(self):
+        table = self.tables.some_table
+        stmt = (
+            select(table.c.id)
+            .where(table.c.z.in_(bindparam("q")))
+            .order_by(table.c.id)
+        )
+        self._assert_result(stmt, [], params={"q": []})
+
+    def test_empty_set_against_string_direct(self):
+        table = self.tables.some_table
+        stmt = select(table.c.id).where(table.c.z.in_([])).order_by(table.c.id)
+        self._assert_result(stmt, [])
+
+    def test_empty_set_against_string_negation_bindparam(self):
+        table = self.tables.some_table
+        stmt = (
+            select(table.c.id)
+            .where(table.c.z.not_in(bindparam("q")))
+            .order_by(table.c.id)
+        )
+        self._assert_result(stmt, [(1,), (2,), (3,), (4,)], params={"q": []})
+
+    def test_empty_set_against_string_negation_direct(self):
+        table = self.tables.some_table
+        stmt = (
+            select(table.c.id).where(table.c.z.not_in([])).order_by(table.c.id)
+        )
+        self._assert_result(stmt, [(1,), (2,), (3,), (4,)])
+
+    def test_null_in_empty_set_is_false_bindparam(self, connection):
+        stmt = select(
+            case(
+                (
+                    null().in_(bindparam("foo", value=())),
+                    true(),
+                ),
+                else_=false(),
+            )
+        )
+        in_(connection.execute(stmt).fetchone()[0], (False, 0))
+
+    def test_null_in_empty_set_is_false_direct(self, connection):
+        stmt = select(
+            case(
+                (
+                    null().in_([]),
+                    true(),
+                ),
+                else_=false(),
+            )
+        )
+        in_(connection.execute(stmt).fetchone()[0], (False, 0))
+
+
+class LikeFunctionsTest(fixtures.TablesTest):
+    __backend__ = True
+
+    run_inserts = "once"
+    run_deletes = None
+
+    @classmethod
+    def define_tables(cls, metadata):
+        Table(
+            "some_table",
+            metadata,
+            Column("id", Integer, primary_key=True),
+            Column("data", String(50)),
+        )
+
+    @classmethod
+    def insert_data(cls, connection):
+        connection.execute(
+            cls.tables.some_table.insert(),
+            [
+                {"id": 1, "data": "abcdefg"},
+                {"id": 2, "data": "ab/cdefg"},
+                {"id": 3, "data": "ab%cdefg"},
+                {"id": 4, "data": "ab_cdefg"},
+                {"id": 5, "data": "abcde/fg"},
+                {"id": 6, "data": "abcde%fg"},
+                {"id": 7, "data": "ab#cdefg"},
+                {"id": 8, "data": "ab9cdefg"},
+                {"id": 9, "data": "abcde#fg"},
+                {"id": 10, "data": "abcd9fg"},
+                {"id": 11, "data": None},
+            ],
+        )
+
+    def _test(self, expr, expected):
+        some_table = self.tables.some_table
+
+        with config.db.connect() as conn:
+            rows = {
+                value
+                for value, in conn.execute(select(some_table.c.id).where(expr))
+            }
+
+        eq_(rows, expected)
+
+    def test_startswith_unescaped(self):
+        col = self.tables.some_table.c.data
+        self._test(col.startswith("ab%c"), {1, 2, 3, 4, 5, 6, 7, 8, 9, 10})
+
+    @testing.requires.like_escapes
+    def test_startswith_autoescape(self):
+        col = self.tables.some_table.c.data
+        self._test(col.startswith("ab%c", autoescape=True), {3})
+
+    def test_startswith_sqlexpr(self):
+        col = self.tables.some_table.c.data
+        self._test(
+            col.startswith(literal_column("'ab%c'")),
+            {1, 2, 3, 4, 5, 6, 7, 8, 9, 10},
+        )
+
+    @testing.requires.like_escapes
+    def test_startswith_escape(self):
+        col = self.tables.some_table.c.data
+        self._test(col.startswith("ab##c", escape="#"), {7})
+
+    @testing.requires.like_escapes
+    def test_startswith_autoescape_escape(self):
+        col = self.tables.some_table.c.data
+        self._test(col.startswith("ab%c", autoescape=True, escape="#"), {3})
+        self._test(col.startswith("ab#c", autoescape=True, escape="#"), {7})
+
+    def test_endswith_unescaped(self):
+        col = self.tables.some_table.c.data
+        self._test(col.endswith("e%fg"), {1, 2, 3, 4, 5, 6, 7, 8, 9})
+
+    def test_endswith_sqlexpr(self):
+        col = self.tables.some_table.c.data
+        self._test(
+            col.endswith(literal_column("'e%fg'")), {1, 2, 3, 4, 5, 6, 7, 8, 9}
+        )
+
+    @testing.requires.like_escapes
+    def test_endswith_autoescape(self):
+        col = self.tables.some_table.c.data
+        self._test(col.endswith("e%fg", autoescape=True), {6})
+
+    @testing.requires.like_escapes
+    def test_endswith_escape(self):
+        col = self.tables.some_table.c.data
+        self._test(col.endswith("e##fg", escape="#"), {9})
+
+    @testing.requires.like_escapes
+    def test_endswith_autoescape_escape(self):
+        col = self.tables.some_table.c.data
+        self._test(col.endswith("e%fg", autoescape=True, escape="#"), {6})
+        self._test(col.endswith("e#fg", autoescape=True, escape="#"), {9})
+
+    def test_contains_unescaped(self):
+        col = self.tables.some_table.c.data
+        self._test(col.contains("b%cde"), {1, 2, 3, 4, 5, 6, 7, 8, 9})
+
+    @testing.requires.like_escapes
+    def test_contains_autoescape(self):
+        col = self.tables.some_table.c.data
+        self._test(col.contains("b%cde", autoescape=True), {3})
+
+    @testing.requires.like_escapes
+    def test_contains_escape(self):
+        col = self.tables.some_table.c.data
+        self._test(col.contains("b##cde", escape="#"), {7})
+
+    @testing.requires.like_escapes
+    def test_contains_autoescape_escape(self):
+        col = self.tables.some_table.c.data
+        self._test(col.contains("b%cd", autoescape=True, escape="#"), {3})
+        self._test(col.contains("b#cd", autoescape=True, escape="#"), {7})
+
+    @testing.requires.regexp_match
+    def test_not_regexp_match(self):
+        col = self.tables.some_table.c.data
+        self._test(~col.regexp_match("a.cde"), {2, 3, 4, 7, 8, 10})
+
+    @testing.requires.regexp_replace
+    def test_regexp_replace(self):
+        col = self.tables.some_table.c.data
+        self._test(
+            col.regexp_replace("a.cde", "FOO").contains("FOO"), {1, 5, 6, 9}
+        )
+
+    @testing.requires.regexp_match
+    @testing.combinations(
+        ("a.cde", {1, 5, 6, 9}),
+        ("abc", {1, 5, 6, 9, 10}),
+        ("^abc", {1, 5, 6, 9, 10}),
+        ("9cde", {8}),
+        ("^a", set(range(1, 11))),
+        ("(b|c)", set(range(1, 11))),
+        ("^(b|c)", set()),
+    )
+    def test_regexp_match(self, text, expected):
+        col = self.tables.some_table.c.data
+        self._test(col.regexp_match(text), expected)
+
+
+class ComputedColumnTest(fixtures.TablesTest):
+    __backend__ = True
+    __requires__ = ("computed_columns",)
+
+    @classmethod
+    def define_tables(cls, metadata):
+        Table(
+            "square",
+            metadata,
+            Column("id", Integer, primary_key=True),
+            Column("side", Integer),
+            Column("area", Integer, Computed("side * side")),
+            Column("perimeter", Integer, Computed("4 * side")),
+        )
+
+    @classmethod
+    def insert_data(cls, connection):
+        connection.execute(
+            cls.tables.square.insert(),
+            [{"id": 1, "side": 10}, {"id": 10, "side": 42}],
+        )
+
+    def test_select_all(self):
+        with config.db.connect() as conn:
+            res = conn.execute(
+                select(text("*"))
+                .select_from(self.tables.square)
+                .order_by(self.tables.square.c.id)
+            ).fetchall()
+            eq_(res, [(1, 10, 100, 40), (10, 42, 1764, 168)])
+
+    def test_select_columns(self):
+        with config.db.connect() as conn:
+            res = conn.execute(
+                select(
+                    self.tables.square.c.area, self.tables.square.c.perimeter
+                )
+                .select_from(self.tables.square)
+                .order_by(self.tables.square.c.id)
+            ).fetchall()
+            eq_(res, [(100, 40), (1764, 168)])
+
+
+class IdentityColumnTest(fixtures.TablesTest):
+    __backend__ = True
+    __requires__ = ("identity_columns",)
+    run_inserts = "once"
+    run_deletes = "once"
+
+    @classmethod
+    def define_tables(cls, metadata):
+        Table(
+            "tbl_a",
+            metadata,
+            Column(
+                "id",
+                Integer,
+                Identity(
+                    always=True, start=42, nominvalue=True, nomaxvalue=True
+                ),
+                primary_key=True,
+            ),
+            Column("desc", String(100)),
+        )
+        Table(
+            "tbl_b",
+            metadata,
+            Column(
+                "id",
+                Integer,
+                Identity(increment=-5, start=0, minvalue=-1000, maxvalue=0),
+                primary_key=True,
+            ),
+            Column("desc", String(100)),
+        )
+
+    @classmethod
+    def insert_data(cls, connection):
+        connection.execute(
+            cls.tables.tbl_a.insert(),
+            [{"desc": "a"}, {"desc": "b"}],
+        )
+        connection.execute(
+            cls.tables.tbl_b.insert(),
+            [{"desc": "a"}, {"desc": "b"}],
+        )
+        connection.execute(
+            cls.tables.tbl_b.insert(),
+            [{"id": 42, "desc": "c"}],
+        )
+
+    def test_select_all(self, connection):
+        res = connection.execute(
+            select(text("*"))
+            .select_from(self.tables.tbl_a)
+            .order_by(self.tables.tbl_a.c.id)
+        ).fetchall()
+        eq_(res, [(42, "a"), (43, "b")])
+
+        res = connection.execute(
+            select(text("*"))
+            .select_from(self.tables.tbl_b)
+            .order_by(self.tables.tbl_b.c.id)
+        ).fetchall()
+        eq_(res, [(-5, "b"), (0, "a"), (42, "c")])
+
+    def test_select_columns(self, connection):
+        res = connection.execute(
+            select(self.tables.tbl_a.c.id).order_by(self.tables.tbl_a.c.id)
+        ).fetchall()
+        eq_(res, [(42,), (43,)])
+
+    @testing.requires.identity_columns_standard
+    def test_insert_always_error(self, connection):
+        def fn():
+            connection.execute(
+                self.tables.tbl_a.insert(),
+                [{"id": 200, "desc": "a"}],
+            )
+
+        assert_raises((DatabaseError, ProgrammingError), fn)
+
+
+class IdentityAutoincrementTest(fixtures.TablesTest):
+    __backend__ = True
+    __requires__ = ("autoincrement_without_sequence",)
+
+    @classmethod
+    def define_tables(cls, metadata):
+        Table(
+            "tbl",
+            metadata,
+            Column(
+                "id",
+                Integer,
+                Identity(),
+                primary_key=True,
+                autoincrement=True,
+            ),
+            Column("desc", String(100)),
+        )
+
+    def test_autoincrement_with_identity(self, connection):
+        res = connection.execute(self.tables.tbl.insert(), {"desc": "row"})
+        res = connection.execute(self.tables.tbl.select()).first()
+        eq_(res, (1, "row"))
+
+
+class ExistsTest(fixtures.TablesTest):
+    __backend__ = True
+
+    @classmethod
+    def define_tables(cls, metadata):
+        Table(
+            "stuff",
+            metadata,
+            Column("id", Integer, primary_key=True),
+            Column("data", String(50)),
+        )
+
+    @classmethod
+    def insert_data(cls, connection):
+        connection.execute(
+            cls.tables.stuff.insert(),
+            [
+                {"id": 1, "data": "some data"},
+                {"id": 2, "data": "some data"},
+                {"id": 3, "data": "some data"},
+                {"id": 4, "data": "some other data"},
+            ],
+        )
+
+    def test_select_exists(self, connection):
+        stuff = self.tables.stuff
+        eq_(
+            connection.execute(
+                select(literal(1)).where(
+                    exists().where(stuff.c.data == "some data")
+                )
+            ).fetchall(),
+            [(1,)],
+        )
+
+    def test_select_exists_false(self, connection):
+        stuff = self.tables.stuff
+        eq_(
+            connection.execute(
+                select(literal(1)).where(
+                    exists().where(stuff.c.data == "no data")
+                )
+            ).fetchall(),
+            [],
+        )
+
+
+class DistinctOnTest(AssertsCompiledSQL, fixtures.TablesTest):
+    __backend__ = True
+
+    @testing.fails_if(testing.requires.supports_distinct_on)
+    def test_distinct_on(self):
+        stm = select("*").distinct(column("q")).select_from(table("foo"))
+        with testing.expect_deprecated(
+            "DISTINCT ON is currently supported only by the PostgreSQL "
+        ):
+            self.assert_compile(stm, "SELECT DISTINCT * FROM foo")
+
+
+class IsOrIsNotDistinctFromTest(fixtures.TablesTest):
+    __backend__ = True
+    __requires__ = ("supports_is_distinct_from",)
+
+    @classmethod
+    def define_tables(cls, metadata):
+        Table(
+            "is_distinct_test",
+            metadata,
+            Column("id", Integer, primary_key=True),
+            Column("col_a", Integer, nullable=True),
+            Column("col_b", Integer, nullable=True),
+        )
+
+    @testing.combinations(
+        ("both_int_different", 0, 1, 1),
+        ("both_int_same", 1, 1, 0),
+        ("one_null_first", None, 1, 1),
+        ("one_null_second", 0, None, 1),
+        ("both_null", None, None, 0),
+        id_="iaaa",
+        argnames="col_a_value, col_b_value, expected_row_count_for_is",
+    )
+    def test_is_or_is_not_distinct_from(
+        self, col_a_value, col_b_value, expected_row_count_for_is, connection
+    ):
+        tbl = self.tables.is_distinct_test
+
+        connection.execute(
+            tbl.insert(),
+            [{"id": 1, "col_a": col_a_value, "col_b": col_b_value}],
+        )
+
+        result = connection.execute(
+            tbl.select().where(tbl.c.col_a.is_distinct_from(tbl.c.col_b))
+        ).fetchall()
+        eq_(
+            len(result),
+            expected_row_count_for_is,
+        )
+
+        expected_row_count_for_is_not = (
+            1 if expected_row_count_for_is == 0 else 0
+        )
+        result = connection.execute(
+            tbl.select().where(tbl.c.col_a.is_not_distinct_from(tbl.c.col_b))
+        ).fetchall()
+        eq_(
+            len(result),
+            expected_row_count_for_is_not,
+        )
+
+
+class WindowFunctionTest(fixtures.TablesTest):
+    __requires__ = ("window_functions",)
+
+    __backend__ = True
+
+    @classmethod
+    def define_tables(cls, metadata):
+        Table(
+            "some_table",
+            metadata,
+            Column("id", Integer, primary_key=True),
+            Column("col1", Integer),
+            Column("col2", Integer),
+        )
+
+    @classmethod
+    def insert_data(cls, connection):
+        connection.execute(
+            cls.tables.some_table.insert(),
+            [{"id": i, "col1": i, "col2": i * 5} for i in range(1, 50)],
+        )
+
+    def test_window(self, connection):
+        some_table = self.tables.some_table
+        rows = connection.execute(
+            select(
+                func.max(some_table.c.col2).over(
+                    order_by=[some_table.c.col1.desc()]
+                )
+            ).where(some_table.c.col1 < 20)
+        ).all()
+
+        eq_(rows, [(95,) for i in range(19)])
+
+    def test_window_rows_between(self, connection):
+        some_table = self.tables.some_table
+
+        # note the rows are part of the cache key right now, not handled
+        # as binds.  this is issue #11515
+        rows = connection.execute(
+            select(
+                func.max(some_table.c.col2).over(
+                    order_by=[some_table.c.col1],
+                    rows=(-5, 0),
+                )
+            )
+        ).all()
+
+        eq_(rows, [(i,) for i in range(5, 250, 5)])
+
+
+class BitwiseTest(fixtures.TablesTest):
+    __backend__ = True
+    run_inserts = run_deletes = "once"
+
+    inserted_data = [{"a": i, "b": i + 1} for i in range(10)]
+
+    @classmethod
+    def define_tables(cls, metadata):
+        Table("bitwise", metadata, Column("a", Integer), Column("b", Integer))
+
+    @classmethod
+    def insert_data(cls, connection):
+        connection.execute(cls.tables.bitwise.insert(), cls.inserted_data)
+
+    @testing.combinations(
+        (
+            lambda a: a.bitwise_xor(5),
+            [i for i in range(10) if i != 5],
+            testing.requires.supports_bitwise_xor,
+        ),
+        (
+            lambda a: a.bitwise_or(1),
+            list(range(10)),
+            testing.requires.supports_bitwise_or,
+        ),
+        (
+            lambda a: a.bitwise_and(4),
+            list(range(4, 8)),
+            testing.requires.supports_bitwise_and,
+        ),
+        (
+            lambda a: (a - 2).bitwise_not(),
+            [0],
+            testing.requires.supports_bitwise_not,
+        ),
+        (
+            lambda a: a.bitwise_lshift(1),
+            list(range(1, 10)),
+            testing.requires.supports_bitwise_shift,
+        ),
+        (
+            lambda a: a.bitwise_rshift(2),
+            list(range(4, 10)),
+            testing.requires.supports_bitwise_shift,
+        ),
+        argnames="case, expected",
+    )
+    def test_bitwise(self, case, expected, connection):
+        tbl = self.tables.bitwise
+
+        a = tbl.c.a
+
+        op = testing.resolve_lambda(case, a=a)
+
+        stmt = select(tbl).where(op > 0).order_by(a)
+
+        res = connection.execute(stmt).mappings().all()
+        eq_(res, [self.inserted_data[i] for i in expected])