1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155
156
157
158
159
160
161
162
163
164
165
166
167
168
169
170
171
172
173
174
175
176
177
178
179
180
181
182
183
184
185
186
187
188
189
190
191
192
193
194
195
196
197
198
199
200
201
202
203
204
205
206
207
208
209
210
211
212
213
214
215
216
217
218
219
220
221
222
223
224
225
226
227
228
229
230
231
232
233
234
235
236
237
238
239
240
241
242
243
244
245
246
247
248
249
250
251
252
253
254
255
256
257
258
259
260
261
262
263
264
265
266
267
268
269
270
271
272
273
274
275
276
277
278
279
280
281
282
283
284
285
286
287
288
289
290
291
292
293
294
295
296
297
298
299
300
301
302
303
304
305
306
307
308
309
310
311
312
313
314
315
316
317
318
319
320
321
322
323
324
325
326
327
328
329
330
331
332
333
334
335
336
337
338
339
340
341
342
343
344
345
346
347
348
349
350
351
352
353
354
355
356
357
358
359
360
361
362
363
364
365
366
367
368
369
370
371
372
373
374
375
376
377
378
379
380
381
382
383
384
385
386
387
388
389
390
391
392
393
394
395
396
397
398
399
400
401
402
403
404
405
406
407
408
409
410
411
412
413
414
415
416
417
418
419
420
421
422
423
424
425
426
427
428
429
430
431
432
433
434
435
436
437
438
439
440
441
442
443
444
445
446
447
448
449
450
451
452
453
454
455
456
457
458
459
460
461
462
463
464
465
466
467
|
# sql/_selectable_constructors.py
# Copyright (C) 2005-2022 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
from typing import Any
from typing import Type
from typing import Union
from . import coercions
from . import roles
from .elements import ColumnClause
from .selectable import Alias
from .selectable import CompoundSelect
from .selectable import Exists
from .selectable import Join
from .selectable import Lateral
from .selectable import Select
from .selectable import TableClause
from .selectable import TableSample
from .selectable import Values
def alias(selectable, name=None, flat=False):
"""Return an :class:`_expression.Alias` object.
An :class:`_expression.Alias` represents any
:class:`_expression.FromClause`
with an alternate name assigned within SQL, typically using the ``AS``
clause when generated, e.g. ``SELECT * FROM table AS aliasname``.
Similar functionality is available via the
:meth:`_expression.FromClause.alias`
method available on all :class:`_expression.FromClause` subclasses.
In terms of
a SELECT object as generated from the :func:`_expression.select`
function, the :meth:`_expression.SelectBase.alias` method returns an
:class:`_expression.Alias` or similar object which represents a named,
parenthesized subquery.
When an :class:`_expression.Alias` is created from a
:class:`_schema.Table` object,
this has the effect of the table being rendered
as ``tablename AS aliasname`` in a SELECT statement.
For :func:`_expression.select` objects, the effect is that of
creating a named subquery, i.e. ``(select ...) AS aliasname``.
The ``name`` parameter is optional, and provides the name
to use in the rendered SQL. If blank, an "anonymous" name
will be deterministically generated at compile time.
Deterministic means the name is guaranteed to be unique against
other constructs used in the same statement, and will also be the
same name for each successive compilation of the same statement
object.
:param selectable: any :class:`_expression.FromClause` subclass,
such as a table, select statement, etc.
:param name: string name to be assigned as the alias.
If ``None``, a name will be deterministically generated
at compile time.
:param flat: Will be passed through to if the given selectable
is an instance of :class:`_expression.Join` - see
:meth:`_expression.Join.alias`
for details.
"""
return Alias._factory(selectable, name=name, flat=flat)
def cte(selectable, name=None, recursive=False):
r"""Return a new :class:`_expression.CTE`,
or Common Table Expression instance.
Please see :meth:`_expression.HasCTE.cte` for detail on CTE usage.
"""
return coercions.expect(roles.HasCTERole, selectable).cte(
name=name, recursive=recursive
)
def except_(*selects):
r"""Return an ``EXCEPT`` of multiple selectables.
The returned object is an instance of
:class:`_expression.CompoundSelect`.
:param \*selects:
a list of :class:`_expression.Select` instances.
"""
return CompoundSelect._create_except(*selects)
def except_all(*selects):
r"""Return an ``EXCEPT ALL`` of multiple selectables.
The returned object is an instance of
:class:`_expression.CompoundSelect`.
:param \*selects:
a list of :class:`_expression.Select` instances.
"""
return CompoundSelect._create_except_all(*selects)
def exists(__argument=None):
"""Construct a new :class:`_expression.Exists` construct.
The :func:`_sql.exists` can be invoked by itself to produce an
:class:`_sql.Exists` construct, which will accept simple WHERE
criteria::
exists_criteria = exists().where(table1.c.col1 == table2.c.col2)
However, for greater flexibility in constructing the SELECT, an
existing :class:`_sql.Select` construct may be converted to an
:class:`_sql.Exists`, most conveniently by making use of the
:meth:`_sql.SelectBase.exists` method::
exists_criteria = (
select(table2.c.col2).
where(table1.c.col1 == table2.c.col2).
exists()
)
The EXISTS criteria is then used inside of an enclosing SELECT::
stmt = select(table1.c.col1).where(exists_criteria)
The above statement will then be of the form::
SELECT col1 FROM table1 WHERE EXISTS
(SELECT table2.col2 FROM table2 WHERE table2.col2 = table1.col1)
.. seealso::
:ref:`tutorial_exists` - in the :term:`2.0 style` tutorial.
:meth:`_sql.SelectBase.exists` - method to transform a ``SELECT`` to an
``EXISTS`` clause.
""" # noqa E501
return Exists(__argument)
def intersect(*selects):
r"""Return an ``INTERSECT`` of multiple selectables.
The returned object is an instance of
:class:`_expression.CompoundSelect`.
:param \*selects:
a list of :class:`_expression.Select` instances.
"""
return CompoundSelect._create_intersect(*selects)
def intersect_all(*selects):
r"""Return an ``INTERSECT ALL`` of multiple selectables.
The returned object is an instance of
:class:`_expression.CompoundSelect`.
:param \*selects:
a list of :class:`_expression.Select` instances.
"""
return CompoundSelect._create_intersect_all(*selects)
def join(left, right, onclause=None, isouter=False, full=False):
"""Produce a :class:`_expression.Join` object, given two
:class:`_expression.FromClause`
expressions.
E.g.::
j = join(user_table, address_table,
user_table.c.id == address_table.c.user_id)
stmt = select(user_table).select_from(j)
would emit SQL along the lines of::
SELECT user.id, user.name FROM user
JOIN address ON user.id = address.user_id
Similar functionality is available given any
:class:`_expression.FromClause` object (e.g. such as a
:class:`_schema.Table`) using
the :meth:`_expression.FromClause.join` method.
:param left: The left side of the join.
:param right: the right side of the join; this is any
:class:`_expression.FromClause` object such as a
:class:`_schema.Table` object, and
may also be a selectable-compatible object such as an ORM-mapped
class.
:param onclause: a SQL expression representing the ON clause of the
join. If left at ``None``, :meth:`_expression.FromClause.join`
will attempt to
join the two tables based on a foreign key relationship.
:param isouter: if True, render a LEFT OUTER JOIN, instead of JOIN.
:param full: if True, render a FULL OUTER JOIN, instead of JOIN.
.. versionadded:: 1.1
.. seealso::
:meth:`_expression.FromClause.join` - method form,
based on a given left side.
:class:`_expression.Join` - the type of object produced.
"""
return Join(left, right, onclause, isouter, full)
def lateral(selectable, name=None):
"""Return a :class:`_expression.Lateral` object.
:class:`_expression.Lateral` is an :class:`_expression.Alias`
subclass that represents
a subquery with the LATERAL keyword applied to it.
The special behavior of a LATERAL subquery is that it appears in the
FROM clause of an enclosing SELECT, but may correlate to other
FROM clauses of that SELECT. It is a special case of subquery
only supported by a small number of backends, currently more recent
PostgreSQL versions.
.. versionadded:: 1.1
.. seealso::
:ref:`lateral_selects` - overview of usage.
"""
return Lateral._factory(selectable, name=name)
def outerjoin(left, right, onclause=None, full=False):
"""Return an ``OUTER JOIN`` clause element.
The returned object is an instance of :class:`_expression.Join`.
Similar functionality is also available via the
:meth:`_expression.FromClause.outerjoin` method on any
:class:`_expression.FromClause`.
:param left: The left side of the join.
:param right: The right side of the join.
:param onclause: Optional criterion for the ``ON`` clause, is
derived from foreign key relationships established between
left and right otherwise.
To chain joins together, use the :meth:`_expression.FromClause.join`
or
:meth:`_expression.FromClause.outerjoin` methods on the resulting
:class:`_expression.Join` object.
"""
return Join(left, right, onclause, isouter=True, full=full)
def select(*entities: Union[roles.ColumnsClauseRole, Type]) -> "Select":
r"""Construct a new :class:`_expression.Select`.
.. versionadded:: 1.4 - The :func:`_sql.select` function now accepts
column arguments positionally. The top-level :func:`_sql.select`
function will automatically use the 1.x or 2.x style API based on
the incoming arguments; using :func:`_future.select` from the
``sqlalchemy.future`` module will enforce that only the 2.x style
constructor is used.
Similar functionality is also available via the
:meth:`_expression.FromClause.select` method on any
:class:`_expression.FromClause`.
.. seealso::
:ref:`coretutorial_selecting` - Core Tutorial description of
:func:`_expression.select`.
:param \*entities:
Entities to SELECT from. For Core usage, this is typically a series
of :class:`_expression.ColumnElement` and / or
:class:`_expression.FromClause`
objects which will form the columns clause of the resulting
statement. For those objects that are instances of
:class:`_expression.FromClause` (typically :class:`_schema.Table`
or :class:`_expression.Alias`
objects), the :attr:`_expression.FromClause.c`
collection is extracted
to form a collection of :class:`_expression.ColumnElement` objects.
This parameter will also accept :class:`_expression.TextClause`
constructs as
given, as well as ORM-mapped classes.
"""
return Select(*entities)
def table(name: str, *columns: ColumnClause, **kw: Any) -> "TableClause":
"""Produce a new :class:`_expression.TableClause`.
The object returned is an instance of
:class:`_expression.TableClause`, which
represents the "syntactical" portion of the schema-level
:class:`_schema.Table` object.
It may be used to construct lightweight table constructs.
.. versionchanged:: 1.0.0 :func:`_expression.table` can now
be imported from the plain ``sqlalchemy`` namespace like any
other SQL element.
:param name: Name of the table.
:param columns: A collection of :func:`_expression.column` constructs.
:param schema: The schema name for this table.
.. versionadded:: 1.3.18 :func:`_expression.table` can now
accept a ``schema`` argument.
"""
return TableClause(name, *columns, **kw)
def tablesample(selectable, sampling, name=None, seed=None):
"""Return a :class:`_expression.TableSample` object.
:class:`_expression.TableSample` is an :class:`_expression.Alias`
subclass that represents
a table with the TABLESAMPLE clause applied to it.
:func:`_expression.tablesample`
is also available from the :class:`_expression.FromClause`
class via the
:meth:`_expression.FromClause.tablesample` method.
The TABLESAMPLE clause allows selecting a randomly selected approximate
percentage of rows from a table. It supports multiple sampling methods,
most commonly BERNOULLI and SYSTEM.
e.g.::
from sqlalchemy import func
selectable = people.tablesample(
func.bernoulli(1),
name='alias',
seed=func.random())
stmt = select(selectable.c.people_id)
Assuming ``people`` with a column ``people_id``, the above
statement would render as::
SELECT alias.people_id FROM
people AS alias TABLESAMPLE bernoulli(:bernoulli_1)
REPEATABLE (random())
.. versionadded:: 1.1
:param sampling: a ``float`` percentage between 0 and 100 or
:class:`_functions.Function`.
:param name: optional alias name
:param seed: any real-valued SQL expression. When specified, the
REPEATABLE sub-clause is also rendered.
"""
return TableSample._factory(selectable, sampling, name=name, seed=seed)
def union(*selects, **kwargs):
r"""Return a ``UNION`` of multiple selectables.
The returned object is an instance of
:class:`_expression.CompoundSelect`.
A similar :func:`union()` method is available on all
:class:`_expression.FromClause` subclasses.
:param \*selects:
a list of :class:`_expression.Select` instances.
:param \**kwargs:
available keyword arguments are the same as those of
:func:`select`.
"""
return CompoundSelect._create_union(*selects, **kwargs)
def union_all(*selects):
r"""Return a ``UNION ALL`` of multiple selectables.
The returned object is an instance of
:class:`_expression.CompoundSelect`.
A similar :func:`union_all()` method is available on all
:class:`_expression.FromClause` subclasses.
:param \*selects:
a list of :class:`_expression.Select` instances.
"""
return CompoundSelect._create_union_all(*selects)
def values(*columns, name=None, literal_binds=False) -> "Values":
r"""Construct a :class:`_expression.Values` construct.
The column expressions and the actual data for
:class:`_expression.Values` are given in two separate steps. The
constructor receives the column expressions typically as
:func:`_expression.column` constructs,
and the data is then passed via the
:meth:`_expression.Values.data` method as a list,
which can be called multiple
times to add more data, e.g.::
from sqlalchemy import column
from sqlalchemy import values
value_expr = values(
column('id', Integer),
column('name', String),
name="my_values"
).data(
[(1, 'name1'), (2, 'name2'), (3, 'name3')]
)
:param \*columns: column expressions, typically composed using
:func:`_expression.column` objects.
:param name: the name for this VALUES construct. If omitted, the
VALUES construct will be unnamed in a SQL expression. Different
backends may have different requirements here.
:param literal_binds: Defaults to False. Whether or not to render
the data values inline in the SQL output, rather than using bound
parameters.
"""
return Values(*columns, literal_binds=literal_binds, name=name)
|