expressions.py 48 KB

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  1. import copy
  2. import datetime
  3. import inspect
  4. from decimal import Decimal
  5. from django.core.exceptions import EmptyResultSet, FieldError
  6. from django.db import connection
  7. from django.db.models import fields
  8. from django.db.models.constants import LOOKUP_SEP
  9. from django.db.models.query_utils import Q
  10. from django.db.utils import NotSupportedError
  11. from django.utils.deconstruct import deconstructible
  12. from django.utils.functional import cached_property
  13. from django.utils.hashable import make_hashable
  14. class SQLiteNumericMixin:
  15. """
  16. Some expressions with output_field=DecimalField() must be cast to
  17. numeric to be properly filtered.
  18. """
  19. def as_sqlite(self, compiler, connection, **extra_context):
  20. sql, params = self.as_sql(compiler, connection, **extra_context)
  21. try:
  22. if self.output_field.get_internal_type() == 'DecimalField':
  23. sql = 'CAST(%s AS NUMERIC)' % sql
  24. except FieldError:
  25. pass
  26. return sql, params
  27. class Combinable:
  28. """
  29. Provide the ability to combine one or two objects with
  30. some connector. For example F('foo') + F('bar').
  31. """
  32. # Arithmetic connectors
  33. ADD = '+'
  34. SUB = '-'
  35. MUL = '*'
  36. DIV = '/'
  37. POW = '^'
  38. # The following is a quoted % operator - it is quoted because it can be
  39. # used in strings that also have parameter substitution.
  40. MOD = '%%'
  41. # Bitwise operators - note that these are generated by .bitand()
  42. # and .bitor(), the '&' and '|' are reserved for boolean operator
  43. # usage.
  44. BITAND = '&'
  45. BITOR = '|'
  46. BITLEFTSHIFT = '<<'
  47. BITRIGHTSHIFT = '>>'
  48. def _combine(self, other, connector, reversed):
  49. if not hasattr(other, 'resolve_expression'):
  50. # everything must be resolvable to an expression
  51. if isinstance(other, datetime.timedelta):
  52. other = DurationValue(other, output_field=fields.DurationField())
  53. else:
  54. other = Value(other)
  55. if reversed:
  56. return CombinedExpression(other, connector, self)
  57. return CombinedExpression(self, connector, other)
  58. #############
  59. # OPERATORS #
  60. #############
  61. def __neg__(self):
  62. return self._combine(-1, self.MUL, False)
  63. def __add__(self, other):
  64. return self._combine(other, self.ADD, False)
  65. def __sub__(self, other):
  66. return self._combine(other, self.SUB, False)
  67. def __mul__(self, other):
  68. return self._combine(other, self.MUL, False)
  69. def __truediv__(self, other):
  70. return self._combine(other, self.DIV, False)
  71. def __mod__(self, other):
  72. return self._combine(other, self.MOD, False)
  73. def __pow__(self, other):
  74. return self._combine(other, self.POW, False)
  75. def __and__(self, other):
  76. if getattr(self, 'conditional', False) and getattr(other, 'conditional', False):
  77. return Q(self) & Q(other)
  78. raise NotImplementedError(
  79. "Use .bitand() and .bitor() for bitwise logical operations."
  80. )
  81. def bitand(self, other):
  82. return self._combine(other, self.BITAND, False)
  83. def bitleftshift(self, other):
  84. return self._combine(other, self.BITLEFTSHIFT, False)
  85. def bitrightshift(self, other):
  86. return self._combine(other, self.BITRIGHTSHIFT, False)
  87. def __or__(self, other):
  88. if getattr(self, 'conditional', False) and getattr(other, 'conditional', False):
  89. return Q(self) | Q(other)
  90. raise NotImplementedError(
  91. "Use .bitand() and .bitor() for bitwise logical operations."
  92. )
  93. def bitor(self, other):
  94. return self._combine(other, self.BITOR, False)
  95. def __radd__(self, other):
  96. return self._combine(other, self.ADD, True)
  97. def __rsub__(self, other):
  98. return self._combine(other, self.SUB, True)
  99. def __rmul__(self, other):
  100. return self._combine(other, self.MUL, True)
  101. def __rtruediv__(self, other):
  102. return self._combine(other, self.DIV, True)
  103. def __rmod__(self, other):
  104. return self._combine(other, self.MOD, True)
  105. def __rpow__(self, other):
  106. return self._combine(other, self.POW, True)
  107. def __rand__(self, other):
  108. raise NotImplementedError(
  109. "Use .bitand() and .bitor() for bitwise logical operations."
  110. )
  111. def __ror__(self, other):
  112. raise NotImplementedError(
  113. "Use .bitand() and .bitor() for bitwise logical operations."
  114. )
  115. @deconstructible
  116. class BaseExpression:
  117. """Base class for all query expressions."""
  118. # aggregate specific fields
  119. is_summary = False
  120. _output_field_resolved_to_none = False
  121. # Can the expression be used in a WHERE clause?
  122. filterable = True
  123. # Can the expression can be used as a source expression in Window?
  124. window_compatible = False
  125. def __init__(self, output_field=None):
  126. if output_field is not None:
  127. self.output_field = output_field
  128. def __getstate__(self):
  129. state = self.__dict__.copy()
  130. state.pop('convert_value', None)
  131. return state
  132. def get_db_converters(self, connection):
  133. return (
  134. []
  135. if self.convert_value is self._convert_value_noop else
  136. [self.convert_value]
  137. ) + self.output_field.get_db_converters(connection)
  138. def get_source_expressions(self):
  139. return []
  140. def set_source_expressions(self, exprs):
  141. assert not exprs
  142. def _parse_expressions(self, *expressions):
  143. return [
  144. arg if hasattr(arg, 'resolve_expression') else (
  145. F(arg) if isinstance(arg, str) else Value(arg)
  146. ) for arg in expressions
  147. ]
  148. def as_sql(self, compiler, connection):
  149. """
  150. Responsible for returning a (sql, [params]) tuple to be included
  151. in the current query.
  152. Different backends can provide their own implementation, by
  153. providing an `as_{vendor}` method and patching the Expression:
  154. ```
  155. def override_as_sql(self, compiler, connection):
  156. # custom logic
  157. return super().as_sql(compiler, connection)
  158. setattr(Expression, 'as_' + connection.vendor, override_as_sql)
  159. ```
  160. Arguments:
  161. * compiler: the query compiler responsible for generating the query.
  162. Must have a compile method, returning a (sql, [params]) tuple.
  163. Calling compiler(value) will return a quoted `value`.
  164. * connection: the database connection used for the current query.
  165. Return: (sql, params)
  166. Where `sql` is a string containing ordered sql parameters to be
  167. replaced with the elements of the list `params`.
  168. """
  169. raise NotImplementedError("Subclasses must implement as_sql()")
  170. @cached_property
  171. def contains_aggregate(self):
  172. return any(expr and expr.contains_aggregate for expr in self.get_source_expressions())
  173. @cached_property
  174. def contains_over_clause(self):
  175. return any(expr and expr.contains_over_clause for expr in self.get_source_expressions())
  176. @cached_property
  177. def contains_column_references(self):
  178. return any(expr and expr.contains_column_references for expr in self.get_source_expressions())
  179. def resolve_expression(self, query=None, allow_joins=True, reuse=None, summarize=False, for_save=False):
  180. """
  181. Provide the chance to do any preprocessing or validation before being
  182. added to the query.
  183. Arguments:
  184. * query: the backend query implementation
  185. * allow_joins: boolean allowing or denying use of joins
  186. in this query
  187. * reuse: a set of reusable joins for multijoins
  188. * summarize: a terminal aggregate clause
  189. * for_save: whether this expression about to be used in a save or update
  190. Return: an Expression to be added to the query.
  191. """
  192. c = self.copy()
  193. c.is_summary = summarize
  194. c.set_source_expressions([
  195. expr.resolve_expression(query, allow_joins, reuse, summarize)
  196. if expr else None
  197. for expr in c.get_source_expressions()
  198. ])
  199. return c
  200. @property
  201. def conditional(self):
  202. return isinstance(self.output_field, fields.BooleanField)
  203. @property
  204. def field(self):
  205. return self.output_field
  206. @cached_property
  207. def output_field(self):
  208. """Return the output type of this expressions."""
  209. output_field = self._resolve_output_field()
  210. if output_field is None:
  211. self._output_field_resolved_to_none = True
  212. raise FieldError('Cannot resolve expression type, unknown output_field')
  213. return output_field
  214. @cached_property
  215. def _output_field_or_none(self):
  216. """
  217. Return the output field of this expression, or None if
  218. _resolve_output_field() didn't return an output type.
  219. """
  220. try:
  221. return self.output_field
  222. except FieldError:
  223. if not self._output_field_resolved_to_none:
  224. raise
  225. def _resolve_output_field(self):
  226. """
  227. Attempt to infer the output type of the expression. If the output
  228. fields of all source fields match then, simply infer the same type
  229. here. This isn't always correct, but it makes sense most of the time.
  230. Consider the difference between `2 + 2` and `2 / 3`. Inferring
  231. the type here is a convenience for the common case. The user should
  232. supply their own output_field with more complex computations.
  233. If a source's output field resolves to None, exclude it from this check.
  234. If all sources are None, then an error is raised higher up the stack in
  235. the output_field property.
  236. """
  237. sources_iter = (source for source in self.get_source_fields() if source is not None)
  238. for output_field in sources_iter:
  239. for source in sources_iter:
  240. if not isinstance(output_field, source.__class__):
  241. raise FieldError(
  242. 'Expression contains mixed types: %s, %s. You must '
  243. 'set output_field.' % (
  244. output_field.__class__.__name__,
  245. source.__class__.__name__,
  246. )
  247. )
  248. return output_field
  249. @staticmethod
  250. def _convert_value_noop(value, expression, connection):
  251. return value
  252. @cached_property
  253. def convert_value(self):
  254. """
  255. Expressions provide their own converters because users have the option
  256. of manually specifying the output_field which may be a different type
  257. from the one the database returns.
  258. """
  259. field = self.output_field
  260. internal_type = field.get_internal_type()
  261. if internal_type == 'FloatField':
  262. return lambda value, expression, connection: None if value is None else float(value)
  263. elif internal_type.endswith('IntegerField'):
  264. return lambda value, expression, connection: None if value is None else int(value)
  265. elif internal_type == 'DecimalField':
  266. return lambda value, expression, connection: None if value is None else Decimal(value)
  267. return self._convert_value_noop
  268. def get_lookup(self, lookup):
  269. return self.output_field.get_lookup(lookup)
  270. def get_transform(self, name):
  271. return self.output_field.get_transform(name)
  272. def relabeled_clone(self, change_map):
  273. clone = self.copy()
  274. clone.set_source_expressions([
  275. e.relabeled_clone(change_map) if e is not None else None
  276. for e in self.get_source_expressions()
  277. ])
  278. return clone
  279. def copy(self):
  280. return copy.copy(self)
  281. def get_group_by_cols(self, alias=None):
  282. if not self.contains_aggregate:
  283. return [self]
  284. cols = []
  285. for source in self.get_source_expressions():
  286. cols.extend(source.get_group_by_cols())
  287. return cols
  288. def get_source_fields(self):
  289. """Return the underlying field types used by this aggregate."""
  290. return [e._output_field_or_none for e in self.get_source_expressions()]
  291. def asc(self, **kwargs):
  292. return OrderBy(self, **kwargs)
  293. def desc(self, **kwargs):
  294. return OrderBy(self, descending=True, **kwargs)
  295. def reverse_ordering(self):
  296. return self
  297. def flatten(self):
  298. """
  299. Recursively yield this expression and all subexpressions, in
  300. depth-first order.
  301. """
  302. yield self
  303. for expr in self.get_source_expressions():
  304. if expr:
  305. yield from expr.flatten()
  306. def select_format(self, compiler, sql, params):
  307. """
  308. Custom format for select clauses. For example, EXISTS expressions need
  309. to be wrapped in CASE WHEN on Oracle.
  310. """
  311. return self.output_field.select_format(compiler, sql, params)
  312. @cached_property
  313. def identity(self):
  314. constructor_signature = inspect.signature(self.__init__)
  315. args, kwargs = self._constructor_args
  316. signature = constructor_signature.bind_partial(*args, **kwargs)
  317. signature.apply_defaults()
  318. arguments = signature.arguments.items()
  319. identity = [self.__class__]
  320. for arg, value in arguments:
  321. if isinstance(value, fields.Field):
  322. if value.name and value.model:
  323. value = (value.model._meta.label, value.name)
  324. else:
  325. value = type(value)
  326. else:
  327. value = make_hashable(value)
  328. identity.append((arg, value))
  329. return tuple(identity)
  330. def __eq__(self, other):
  331. return isinstance(other, BaseExpression) and other.identity == self.identity
  332. def __hash__(self):
  333. return hash(self.identity)
  334. class Expression(BaseExpression, Combinable):
  335. """An expression that can be combined with other expressions."""
  336. pass
  337. class CombinedExpression(SQLiteNumericMixin, Expression):
  338. def __init__(self, lhs, connector, rhs, output_field=None):
  339. super().__init__(output_field=output_field)
  340. self.connector = connector
  341. self.lhs = lhs
  342. self.rhs = rhs
  343. def __repr__(self):
  344. return "<{}: {}>".format(self.__class__.__name__, self)
  345. def __str__(self):
  346. return "{} {} {}".format(self.lhs, self.connector, self.rhs)
  347. def get_source_expressions(self):
  348. return [self.lhs, self.rhs]
  349. def set_source_expressions(self, exprs):
  350. self.lhs, self.rhs = exprs
  351. def as_sql(self, compiler, connection):
  352. try:
  353. lhs_output = self.lhs.output_field
  354. except FieldError:
  355. lhs_output = None
  356. try:
  357. rhs_output = self.rhs.output_field
  358. except FieldError:
  359. rhs_output = None
  360. if (not connection.features.has_native_duration_field and
  361. ((lhs_output and lhs_output.get_internal_type() == 'DurationField') or
  362. (rhs_output and rhs_output.get_internal_type() == 'DurationField'))):
  363. return DurationExpression(self.lhs, self.connector, self.rhs).as_sql(compiler, connection)
  364. if (lhs_output and rhs_output and self.connector == self.SUB and
  365. lhs_output.get_internal_type() in {'DateField', 'DateTimeField', 'TimeField'} and
  366. lhs_output.get_internal_type() == rhs_output.get_internal_type()):
  367. return TemporalSubtraction(self.lhs, self.rhs).as_sql(compiler, connection)
  368. expressions = []
  369. expression_params = []
  370. sql, params = compiler.compile(self.lhs)
  371. expressions.append(sql)
  372. expression_params.extend(params)
  373. sql, params = compiler.compile(self.rhs)
  374. expressions.append(sql)
  375. expression_params.extend(params)
  376. # order of precedence
  377. expression_wrapper = '(%s)'
  378. sql = connection.ops.combine_expression(self.connector, expressions)
  379. return expression_wrapper % sql, expression_params
  380. def resolve_expression(self, query=None, allow_joins=True, reuse=None, summarize=False, for_save=False):
  381. c = self.copy()
  382. c.is_summary = summarize
  383. c.lhs = c.lhs.resolve_expression(query, allow_joins, reuse, summarize, for_save)
  384. c.rhs = c.rhs.resolve_expression(query, allow_joins, reuse, summarize, for_save)
  385. return c
  386. class DurationExpression(CombinedExpression):
  387. def compile(self, side, compiler, connection):
  388. if not isinstance(side, DurationValue):
  389. try:
  390. output = side.output_field
  391. except FieldError:
  392. pass
  393. else:
  394. if output.get_internal_type() == 'DurationField':
  395. sql, params = compiler.compile(side)
  396. return connection.ops.format_for_duration_arithmetic(sql), params
  397. return compiler.compile(side)
  398. def as_sql(self, compiler, connection):
  399. connection.ops.check_expression_support(self)
  400. expressions = []
  401. expression_params = []
  402. sql, params = self.compile(self.lhs, compiler, connection)
  403. expressions.append(sql)
  404. expression_params.extend(params)
  405. sql, params = self.compile(self.rhs, compiler, connection)
  406. expressions.append(sql)
  407. expression_params.extend(params)
  408. # order of precedence
  409. expression_wrapper = '(%s)'
  410. sql = connection.ops.combine_duration_expression(self.connector, expressions)
  411. return expression_wrapper % sql, expression_params
  412. class TemporalSubtraction(CombinedExpression):
  413. output_field = fields.DurationField()
  414. def __init__(self, lhs, rhs):
  415. super().__init__(lhs, self.SUB, rhs)
  416. def as_sql(self, compiler, connection):
  417. connection.ops.check_expression_support(self)
  418. lhs = compiler.compile(self.lhs)
  419. rhs = compiler.compile(self.rhs)
  420. return connection.ops.subtract_temporals(self.lhs.output_field.get_internal_type(), lhs, rhs)
  421. @deconstructible
  422. class F(Combinable):
  423. """An object capable of resolving references to existing query objects."""
  424. def __init__(self, name):
  425. """
  426. Arguments:
  427. * name: the name of the field this expression references
  428. """
  429. self.name = name
  430. def __repr__(self):
  431. return "{}({})".format(self.__class__.__name__, self.name)
  432. def resolve_expression(self, query=None, allow_joins=True, reuse=None,
  433. summarize=False, for_save=False, simple_col=False):
  434. return query.resolve_ref(self.name, allow_joins, reuse, summarize, simple_col)
  435. def asc(self, **kwargs):
  436. return OrderBy(self, **kwargs)
  437. def desc(self, **kwargs):
  438. return OrderBy(self, descending=True, **kwargs)
  439. def __eq__(self, other):
  440. return self.__class__ == other.__class__ and self.name == other.name
  441. def __hash__(self):
  442. return hash(self.name)
  443. class ResolvedOuterRef(F):
  444. """
  445. An object that contains a reference to an outer query.
  446. In this case, the reference to the outer query has been resolved because
  447. the inner query has been used as a subquery.
  448. """
  449. contains_aggregate = False
  450. def as_sql(self, *args, **kwargs):
  451. raise ValueError(
  452. 'This queryset contains a reference to an outer query and may '
  453. 'only be used in a subquery.'
  454. )
  455. def resolve_expression(self, *args, **kwargs):
  456. col = super().resolve_expression(*args, **kwargs)
  457. # FIXME: Rename possibly_multivalued to multivalued and fix detection
  458. # for non-multivalued JOINs (e.g. foreign key fields). This should take
  459. # into account only many-to-many and one-to-many relationships.
  460. col.possibly_multivalued = LOOKUP_SEP in self.name
  461. return col
  462. def relabeled_clone(self, relabels):
  463. return self
  464. class OuterRef(F):
  465. def resolve_expression(self, query=None, allow_joins=True, reuse=None,
  466. summarize=False, for_save=False, simple_col=False):
  467. if isinstance(self.name, self.__class__):
  468. return self.name
  469. return ResolvedOuterRef(self.name)
  470. class Func(SQLiteNumericMixin, Expression):
  471. """An SQL function call."""
  472. function = None
  473. template = '%(function)s(%(expressions)s)'
  474. arg_joiner = ', '
  475. arity = None # The number of arguments the function accepts.
  476. def __init__(self, *expressions, output_field=None, **extra):
  477. if self.arity is not None and len(expressions) != self.arity:
  478. raise TypeError(
  479. "'%s' takes exactly %s %s (%s given)" % (
  480. self.__class__.__name__,
  481. self.arity,
  482. "argument" if self.arity == 1 else "arguments",
  483. len(expressions),
  484. )
  485. )
  486. super().__init__(output_field=output_field)
  487. self.source_expressions = self._parse_expressions(*expressions)
  488. self.extra = extra
  489. def __repr__(self):
  490. args = self.arg_joiner.join(str(arg) for arg in self.source_expressions)
  491. extra = {**self.extra, **self._get_repr_options()}
  492. if extra:
  493. extra = ', '.join(str(key) + '=' + str(val) for key, val in sorted(extra.items()))
  494. return "{}({}, {})".format(self.__class__.__name__, args, extra)
  495. return "{}({})".format(self.__class__.__name__, args)
  496. def _get_repr_options(self):
  497. """Return a dict of extra __init__() options to include in the repr."""
  498. return {}
  499. def get_source_expressions(self):
  500. return self.source_expressions
  501. def set_source_expressions(self, exprs):
  502. self.source_expressions = exprs
  503. def resolve_expression(self, query=None, allow_joins=True, reuse=None, summarize=False, for_save=False):
  504. c = self.copy()
  505. c.is_summary = summarize
  506. for pos, arg in enumerate(c.source_expressions):
  507. c.source_expressions[pos] = arg.resolve_expression(query, allow_joins, reuse, summarize, for_save)
  508. return c
  509. def as_sql(self, compiler, connection, function=None, template=None, arg_joiner=None, **extra_context):
  510. connection.ops.check_expression_support(self)
  511. sql_parts = []
  512. params = []
  513. for arg in self.source_expressions:
  514. arg_sql, arg_params = compiler.compile(arg)
  515. sql_parts.append(arg_sql)
  516. params.extend(arg_params)
  517. data = {**self.extra, **extra_context}
  518. # Use the first supplied value in this order: the parameter to this
  519. # method, a value supplied in __init__()'s **extra (the value in
  520. # `data`), or the value defined on the class.
  521. if function is not None:
  522. data['function'] = function
  523. else:
  524. data.setdefault('function', self.function)
  525. template = template or data.get('template', self.template)
  526. arg_joiner = arg_joiner or data.get('arg_joiner', self.arg_joiner)
  527. data['expressions'] = data['field'] = arg_joiner.join(sql_parts)
  528. return template % data, params
  529. def copy(self):
  530. copy = super().copy()
  531. copy.source_expressions = self.source_expressions[:]
  532. copy.extra = self.extra.copy()
  533. return copy
  534. class Value(Expression):
  535. """Represent a wrapped value as a node within an expression."""
  536. def __init__(self, value, output_field=None):
  537. """
  538. Arguments:
  539. * value: the value this expression represents. The value will be
  540. added into the sql parameter list and properly quoted.
  541. * output_field: an instance of the model field type that this
  542. expression will return, such as IntegerField() or CharField().
  543. """
  544. super().__init__(output_field=output_field)
  545. self.value = value
  546. def __repr__(self):
  547. return "{}({})".format(self.__class__.__name__, self.value)
  548. def as_sql(self, compiler, connection):
  549. connection.ops.check_expression_support(self)
  550. val = self.value
  551. output_field = self._output_field_or_none
  552. if output_field is not None:
  553. if self.for_save:
  554. val = output_field.get_db_prep_save(val, connection=connection)
  555. else:
  556. val = output_field.get_db_prep_value(val, connection=connection)
  557. if hasattr(output_field, 'get_placeholder'):
  558. return output_field.get_placeholder(val, compiler, connection), [val]
  559. if val is None:
  560. # cx_Oracle does not always convert None to the appropriate
  561. # NULL type (like in case expressions using numbers), so we
  562. # use a literal SQL NULL
  563. return 'NULL', []
  564. return '%s', [val]
  565. def resolve_expression(self, query=None, allow_joins=True, reuse=None, summarize=False, for_save=False):
  566. c = super().resolve_expression(query, allow_joins, reuse, summarize, for_save)
  567. c.for_save = for_save
  568. return c
  569. def get_group_by_cols(self, alias=None):
  570. return []
  571. class DurationValue(Value):
  572. def as_sql(self, compiler, connection):
  573. connection.ops.check_expression_support(self)
  574. if connection.features.has_native_duration_field:
  575. return super().as_sql(compiler, connection)
  576. return connection.ops.date_interval_sql(self.value), []
  577. class RawSQL(Expression):
  578. def __init__(self, sql, params, output_field=None):
  579. if output_field is None:
  580. output_field = fields.Field()
  581. self.sql, self.params = sql, params
  582. super().__init__(output_field=output_field)
  583. def __repr__(self):
  584. return "{}({}, {})".format(self.__class__.__name__, self.sql, self.params)
  585. def as_sql(self, compiler, connection):
  586. return '(%s)' % self.sql, self.params
  587. def get_group_by_cols(self, alias=None):
  588. return [self]
  589. def resolve_expression(self, query=None, allow_joins=True, reuse=None, summarize=False, for_save=False):
  590. # Resolve parents fields used in raw SQL.
  591. for parent in query.model._meta.get_parent_list():
  592. for parent_field in parent._meta.local_fields:
  593. _, column_name = parent_field.get_attname_column()
  594. if column_name.lower() in self.sql.lower():
  595. query.resolve_ref(parent_field.name, allow_joins, reuse, summarize)
  596. break
  597. return super().resolve_expression(query, allow_joins, reuse, summarize, for_save)
  598. class Star(Expression):
  599. def __repr__(self):
  600. return "'*'"
  601. def as_sql(self, compiler, connection):
  602. return '*', []
  603. class Random(Expression):
  604. output_field = fields.FloatField()
  605. def __repr__(self):
  606. return "Random()"
  607. def as_sql(self, compiler, connection):
  608. return connection.ops.random_function_sql(), []
  609. class Col(Expression):
  610. contains_column_references = True
  611. possibly_multivalued = False
  612. def __init__(self, alias, target, output_field=None):
  613. if output_field is None:
  614. output_field = target
  615. super().__init__(output_field=output_field)
  616. self.alias, self.target = alias, target
  617. def __repr__(self):
  618. return "{}({}, {})".format(
  619. self.__class__.__name__, self.alias, self.target)
  620. def as_sql(self, compiler, connection):
  621. qn = compiler.quote_name_unless_alias
  622. return "%s.%s" % (qn(self.alias), qn(self.target.column)), []
  623. def relabeled_clone(self, relabels):
  624. return self.__class__(relabels.get(self.alias, self.alias), self.target, self.output_field)
  625. def get_group_by_cols(self, alias=None):
  626. return [self]
  627. def get_db_converters(self, connection):
  628. if self.target == self.output_field:
  629. return self.output_field.get_db_converters(connection)
  630. return (self.output_field.get_db_converters(connection) +
  631. self.target.get_db_converters(connection))
  632. class SimpleCol(Expression):
  633. """
  634. Represents the SQL of a column name without the table name.
  635. This variant of Col doesn't include the table name (or an alias) to
  636. avoid a syntax error in check constraints.
  637. """
  638. contains_column_references = True
  639. def __init__(self, target, output_field=None):
  640. if output_field is None:
  641. output_field = target
  642. super().__init__(output_field=output_field)
  643. self.target = target
  644. def __repr__(self):
  645. return '{}({})'.format(self.__class__.__name__, self.target)
  646. def as_sql(self, compiler, connection):
  647. qn = compiler.quote_name_unless_alias
  648. return qn(self.target.column), []
  649. def get_group_by_cols(self, alias=None):
  650. return [self]
  651. def get_db_converters(self, connection):
  652. if self.target == self.output_field:
  653. return self.output_field.get_db_converters(connection)
  654. return (
  655. self.output_field.get_db_converters(connection) +
  656. self.target.get_db_converters(connection)
  657. )
  658. class Ref(Expression):
  659. """
  660. Reference to column alias of the query. For example, Ref('sum_cost') in
  661. qs.annotate(sum_cost=Sum('cost')) query.
  662. """
  663. def __init__(self, refs, source):
  664. super().__init__()
  665. self.refs, self.source = refs, source
  666. def __repr__(self):
  667. return "{}({}, {})".format(self.__class__.__name__, self.refs, self.source)
  668. def get_source_expressions(self):
  669. return [self.source]
  670. def set_source_expressions(self, exprs):
  671. self.source, = exprs
  672. def resolve_expression(self, query=None, allow_joins=True, reuse=None, summarize=False, for_save=False):
  673. # The sub-expression `source` has already been resolved, as this is
  674. # just a reference to the name of `source`.
  675. return self
  676. def relabeled_clone(self, relabels):
  677. return self
  678. def as_sql(self, compiler, connection):
  679. return connection.ops.quote_name(self.refs), []
  680. def get_group_by_cols(self, alias=None):
  681. return [self]
  682. class ExpressionList(Func):
  683. """
  684. An expression containing multiple expressions. Can be used to provide a
  685. list of expressions as an argument to another expression, like an
  686. ordering clause.
  687. """
  688. template = '%(expressions)s'
  689. def __init__(self, *expressions, **extra):
  690. if not expressions:
  691. raise ValueError('%s requires at least one expression.' % self.__class__.__name__)
  692. super().__init__(*expressions, **extra)
  693. def __str__(self):
  694. return self.arg_joiner.join(str(arg) for arg in self.source_expressions)
  695. class ExpressionWrapper(Expression):
  696. """
  697. An expression that can wrap another expression so that it can provide
  698. extra context to the inner expression, such as the output_field.
  699. """
  700. def __init__(self, expression, output_field):
  701. super().__init__(output_field=output_field)
  702. self.expression = expression
  703. def set_source_expressions(self, exprs):
  704. self.expression = exprs[0]
  705. def get_source_expressions(self):
  706. return [self.expression]
  707. def as_sql(self, compiler, connection):
  708. return self.expression.as_sql(compiler, connection)
  709. def __repr__(self):
  710. return "{}({})".format(self.__class__.__name__, self.expression)
  711. class When(Expression):
  712. template = 'WHEN %(condition)s THEN %(result)s'
  713. # This isn't a complete conditional expression, must be used in Case().
  714. conditional = False
  715. def __init__(self, condition=None, then=None, **lookups):
  716. if lookups and condition is None:
  717. condition, lookups = Q(**lookups), None
  718. if condition is None or not getattr(condition, 'conditional', False) or lookups:
  719. raise TypeError(
  720. 'When() supports a Q object, a boolean expression, or lookups '
  721. 'as a condition.'
  722. )
  723. if isinstance(condition, Q) and not condition:
  724. raise ValueError("An empty Q() can't be used as a When() condition.")
  725. super().__init__(output_field=None)
  726. self.condition = condition
  727. self.result = self._parse_expressions(then)[0]
  728. def __str__(self):
  729. return "WHEN %r THEN %r" % (self.condition, self.result)
  730. def __repr__(self):
  731. return "<%s: %s>" % (self.__class__.__name__, self)
  732. def get_source_expressions(self):
  733. return [self.condition, self.result]
  734. def set_source_expressions(self, exprs):
  735. self.condition, self.result = exprs
  736. def get_source_fields(self):
  737. # We're only interested in the fields of the result expressions.
  738. return [self.result._output_field_or_none]
  739. def resolve_expression(self, query=None, allow_joins=True, reuse=None, summarize=False, for_save=False):
  740. c = self.copy()
  741. c.is_summary = summarize
  742. if hasattr(c.condition, 'resolve_expression'):
  743. c.condition = c.condition.resolve_expression(query, allow_joins, reuse, summarize, False)
  744. c.result = c.result.resolve_expression(query, allow_joins, reuse, summarize, for_save)
  745. return c
  746. def as_sql(self, compiler, connection, template=None, **extra_context):
  747. connection.ops.check_expression_support(self)
  748. template_params = extra_context
  749. sql_params = []
  750. condition_sql, condition_params = compiler.compile(self.condition)
  751. template_params['condition'] = condition_sql
  752. sql_params.extend(condition_params)
  753. result_sql, result_params = compiler.compile(self.result)
  754. template_params['result'] = result_sql
  755. sql_params.extend(result_params)
  756. template = template or self.template
  757. return template % template_params, sql_params
  758. def get_group_by_cols(self, alias=None):
  759. # This is not a complete expression and cannot be used in GROUP BY.
  760. cols = []
  761. for source in self.get_source_expressions():
  762. cols.extend(source.get_group_by_cols())
  763. return cols
  764. class Case(Expression):
  765. """
  766. An SQL searched CASE expression:
  767. CASE
  768. WHEN n > 0
  769. THEN 'positive'
  770. WHEN n < 0
  771. THEN 'negative'
  772. ELSE 'zero'
  773. END
  774. """
  775. template = 'CASE %(cases)s ELSE %(default)s END'
  776. case_joiner = ' '
  777. def __init__(self, *cases, default=None, output_field=None, **extra):
  778. if not all(isinstance(case, When) for case in cases):
  779. raise TypeError("Positional arguments must all be When objects.")
  780. super().__init__(output_field)
  781. self.cases = list(cases)
  782. self.default = self._parse_expressions(default)[0]
  783. self.extra = extra
  784. def __str__(self):
  785. return "CASE %s, ELSE %r" % (', '.join(str(c) for c in self.cases), self.default)
  786. def __repr__(self):
  787. return "<%s: %s>" % (self.__class__.__name__, self)
  788. def get_source_expressions(self):
  789. return self.cases + [self.default]
  790. def set_source_expressions(self, exprs):
  791. *self.cases, self.default = exprs
  792. def resolve_expression(self, query=None, allow_joins=True, reuse=None, summarize=False, for_save=False):
  793. c = self.copy()
  794. c.is_summary = summarize
  795. for pos, case in enumerate(c.cases):
  796. c.cases[pos] = case.resolve_expression(query, allow_joins, reuse, summarize, for_save)
  797. c.default = c.default.resolve_expression(query, allow_joins, reuse, summarize, for_save)
  798. return c
  799. def copy(self):
  800. c = super().copy()
  801. c.cases = c.cases[:]
  802. return c
  803. def as_sql(self, compiler, connection, template=None, case_joiner=None, **extra_context):
  804. connection.ops.check_expression_support(self)
  805. if not self.cases:
  806. return compiler.compile(self.default)
  807. template_params = {**self.extra, **extra_context}
  808. case_parts = []
  809. sql_params = []
  810. for case in self.cases:
  811. try:
  812. case_sql, case_params = compiler.compile(case)
  813. except EmptyResultSet:
  814. continue
  815. case_parts.append(case_sql)
  816. sql_params.extend(case_params)
  817. default_sql, default_params = compiler.compile(self.default)
  818. if not case_parts:
  819. return default_sql, default_params
  820. case_joiner = case_joiner or self.case_joiner
  821. template_params['cases'] = case_joiner.join(case_parts)
  822. template_params['default'] = default_sql
  823. sql_params.extend(default_params)
  824. template = template or template_params.get('template', self.template)
  825. sql = template % template_params
  826. if self._output_field_or_none is not None:
  827. sql = connection.ops.unification_cast_sql(self.output_field) % sql
  828. return sql, sql_params
  829. class Subquery(Expression):
  830. """
  831. An explicit subquery. It may contain OuterRef() references to the outer
  832. query which will be resolved when it is applied to that query.
  833. """
  834. template = '(%(subquery)s)'
  835. contains_aggregate = False
  836. def __init__(self, queryset, output_field=None, **extra):
  837. self.query = queryset.query
  838. self.extra = extra
  839. super().__init__(output_field)
  840. def __getstate__(self):
  841. state = super().__getstate__()
  842. state.pop('_constructor_args', None)
  843. return state
  844. def get_source_expressions(self):
  845. return [self.query]
  846. def set_source_expressions(self, exprs):
  847. self.query = exprs[0]
  848. def _resolve_output_field(self):
  849. return self.query.output_field
  850. def copy(self):
  851. clone = super().copy()
  852. clone.query = clone.query.clone()
  853. return clone
  854. @property
  855. def external_aliases(self):
  856. return self.query.external_aliases
  857. def as_sql(self, compiler, connection, template=None, **extra_context):
  858. connection.ops.check_expression_support(self)
  859. template_params = {**self.extra, **extra_context}
  860. subquery_sql, sql_params = self.query.as_sql(compiler, connection)
  861. template_params['subquery'] = subquery_sql[1:-1]
  862. template = template or template_params.get('template', self.template)
  863. sql = template % template_params
  864. return sql, sql_params
  865. def get_group_by_cols(self, alias=None):
  866. if alias:
  867. return [Ref(alias, self)]
  868. external_cols = self.query.get_external_cols()
  869. if any(col.possibly_multivalued for col in external_cols):
  870. return [self]
  871. return external_cols
  872. class Exists(Subquery):
  873. template = 'EXISTS(%(subquery)s)'
  874. output_field = fields.BooleanField()
  875. def __init__(self, queryset, negated=False, **kwargs):
  876. # As a performance optimization, remove ordering since EXISTS doesn't
  877. # care about it, just whether or not a row matches.
  878. queryset = queryset.order_by()
  879. self.negated = negated
  880. super().__init__(queryset, **kwargs)
  881. def __invert__(self):
  882. clone = self.copy()
  883. clone.negated = not self.negated
  884. return clone
  885. def as_sql(self, compiler, connection, template=None, **extra_context):
  886. sql, params = super().as_sql(compiler, connection, template, **extra_context)
  887. if self.negated:
  888. sql = 'NOT {}'.format(sql)
  889. return sql, params
  890. def select_format(self, compiler, sql, params):
  891. # Wrap EXISTS() with a CASE WHEN expression if a database backend
  892. # (e.g. Oracle) doesn't support boolean expression in the SELECT list.
  893. if not compiler.connection.features.supports_boolean_expr_in_select_clause:
  894. sql = 'CASE WHEN {} THEN 1 ELSE 0 END'.format(sql)
  895. return sql, params
  896. class OrderBy(BaseExpression):
  897. template = '%(expression)s %(ordering)s'
  898. conditional = False
  899. def __init__(self, expression, descending=False, nulls_first=False, nulls_last=False):
  900. if nulls_first and nulls_last:
  901. raise ValueError('nulls_first and nulls_last are mutually exclusive')
  902. self.nulls_first = nulls_first
  903. self.nulls_last = nulls_last
  904. self.descending = descending
  905. if not hasattr(expression, 'resolve_expression'):
  906. raise ValueError('expression must be an expression type')
  907. self.expression = expression
  908. def __repr__(self):
  909. return "{}({}, descending={})".format(
  910. self.__class__.__name__, self.expression, self.descending)
  911. def set_source_expressions(self, exprs):
  912. self.expression = exprs[0]
  913. def get_source_expressions(self):
  914. return [self.expression]
  915. def as_sql(self, compiler, connection, template=None, **extra_context):
  916. if not template:
  917. if self.nulls_last:
  918. template = '%s NULLS LAST' % self.template
  919. elif self.nulls_first:
  920. template = '%s NULLS FIRST' % self.template
  921. connection.ops.check_expression_support(self)
  922. expression_sql, params = compiler.compile(self.expression)
  923. placeholders = {
  924. 'expression': expression_sql,
  925. 'ordering': 'DESC' if self.descending else 'ASC',
  926. **extra_context,
  927. }
  928. template = template or self.template
  929. params *= template.count('%(expression)s')
  930. return (template % placeholders).rstrip(), params
  931. def as_sqlite(self, compiler, connection):
  932. template = None
  933. if self.nulls_last:
  934. template = '%(expression)s IS NULL, %(expression)s %(ordering)s'
  935. elif self.nulls_first:
  936. template = '%(expression)s IS NOT NULL, %(expression)s %(ordering)s'
  937. return self.as_sql(compiler, connection, template=template)
  938. def as_mysql(self, compiler, connection):
  939. template = None
  940. if self.nulls_last:
  941. template = 'IF(ISNULL(%(expression)s),1,0), %(expression)s %(ordering)s '
  942. elif self.nulls_first:
  943. template = 'IF(ISNULL(%(expression)s),0,1), %(expression)s %(ordering)s '
  944. return self.as_sql(compiler, connection, template=template)
  945. def as_oracle(self, compiler, connection):
  946. # Oracle doesn't allow ORDER BY EXISTS() unless it's wrapped in
  947. # a CASE WHEN.
  948. if isinstance(self.expression, Exists):
  949. copy = self.copy()
  950. copy.expression = Case(
  951. When(self.expression, then=True),
  952. default=False,
  953. output_field=fields.BooleanField(),
  954. )
  955. return copy.as_sql(compiler, connection)
  956. return self.as_sql(compiler, connection)
  957. def get_group_by_cols(self, alias=None):
  958. cols = []
  959. for source in self.get_source_expressions():
  960. cols.extend(source.get_group_by_cols())
  961. return cols
  962. def reverse_ordering(self):
  963. self.descending = not self.descending
  964. if self.nulls_first or self.nulls_last:
  965. self.nulls_first = not self.nulls_first
  966. self.nulls_last = not self.nulls_last
  967. return self
  968. def asc(self):
  969. self.descending = False
  970. def desc(self):
  971. self.descending = True
  972. class Window(Expression):
  973. template = '%(expression)s OVER (%(window)s)'
  974. # Although the main expression may either be an aggregate or an
  975. # expression with an aggregate function, the GROUP BY that will
  976. # be introduced in the query as a result is not desired.
  977. contains_aggregate = False
  978. contains_over_clause = True
  979. filterable = False
  980. def __init__(self, expression, partition_by=None, order_by=None, frame=None, output_field=None):
  981. self.partition_by = partition_by
  982. self.order_by = order_by
  983. self.frame = frame
  984. if not getattr(expression, 'window_compatible', False):
  985. raise ValueError(
  986. "Expression '%s' isn't compatible with OVER clauses." %
  987. expression.__class__.__name__
  988. )
  989. if self.partition_by is not None:
  990. if not isinstance(self.partition_by, (tuple, list)):
  991. self.partition_by = (self.partition_by,)
  992. self.partition_by = ExpressionList(*self.partition_by)
  993. if self.order_by is not None:
  994. if isinstance(self.order_by, (list, tuple)):
  995. self.order_by = ExpressionList(*self.order_by)
  996. elif not isinstance(self.order_by, BaseExpression):
  997. raise ValueError(
  998. 'order_by must be either an Expression or a sequence of '
  999. 'expressions.'
  1000. )
  1001. super().__init__(output_field=output_field)
  1002. self.source_expression = self._parse_expressions(expression)[0]
  1003. def _resolve_output_field(self):
  1004. return self.source_expression.output_field
  1005. def get_source_expressions(self):
  1006. return [self.source_expression, self.partition_by, self.order_by, self.frame]
  1007. def set_source_expressions(self, exprs):
  1008. self.source_expression, self.partition_by, self.order_by, self.frame = exprs
  1009. def as_sql(self, compiler, connection, template=None):
  1010. connection.ops.check_expression_support(self)
  1011. if not connection.features.supports_over_clause:
  1012. raise NotSupportedError('This backend does not support window expressions.')
  1013. expr_sql, params = compiler.compile(self.source_expression)
  1014. window_sql, window_params = [], []
  1015. if self.partition_by is not None:
  1016. sql_expr, sql_params = self.partition_by.as_sql(
  1017. compiler=compiler, connection=connection,
  1018. template='PARTITION BY %(expressions)s',
  1019. )
  1020. window_sql.extend(sql_expr)
  1021. window_params.extend(sql_params)
  1022. if self.order_by is not None:
  1023. window_sql.append(' ORDER BY ')
  1024. order_sql, order_params = compiler.compile(self.order_by)
  1025. window_sql.extend(order_sql)
  1026. window_params.extend(order_params)
  1027. if self.frame:
  1028. frame_sql, frame_params = compiler.compile(self.frame)
  1029. window_sql.append(' ' + frame_sql)
  1030. window_params.extend(frame_params)
  1031. params.extend(window_params)
  1032. template = template or self.template
  1033. return template % {
  1034. 'expression': expr_sql,
  1035. 'window': ''.join(window_sql).strip()
  1036. }, params
  1037. def __str__(self):
  1038. return '{} OVER ({}{}{})'.format(
  1039. str(self.source_expression),
  1040. 'PARTITION BY ' + str(self.partition_by) if self.partition_by else '',
  1041. 'ORDER BY ' + str(self.order_by) if self.order_by else '',
  1042. str(self.frame or ''),
  1043. )
  1044. def __repr__(self):
  1045. return '<%s: %s>' % (self.__class__.__name__, self)
  1046. def get_group_by_cols(self, alias=None):
  1047. return []
  1048. class WindowFrame(Expression):
  1049. """
  1050. Model the frame clause in window expressions. There are two types of frame
  1051. clauses which are subclasses, however, all processing and validation (by no
  1052. means intended to be complete) is done here. Thus, providing an end for a
  1053. frame is optional (the default is UNBOUNDED FOLLOWING, which is the last
  1054. row in the frame).
  1055. """
  1056. template = '%(frame_type)s BETWEEN %(start)s AND %(end)s'
  1057. def __init__(self, start=None, end=None):
  1058. self.start = Value(start)
  1059. self.end = Value(end)
  1060. def set_source_expressions(self, exprs):
  1061. self.start, self.end = exprs
  1062. def get_source_expressions(self):
  1063. return [self.start, self.end]
  1064. def as_sql(self, compiler, connection):
  1065. connection.ops.check_expression_support(self)
  1066. start, end = self.window_frame_start_end(connection, self.start.value, self.end.value)
  1067. return self.template % {
  1068. 'frame_type': self.frame_type,
  1069. 'start': start,
  1070. 'end': end,
  1071. }, []
  1072. def __repr__(self):
  1073. return '<%s: %s>' % (self.__class__.__name__, self)
  1074. def get_group_by_cols(self, alias=None):
  1075. return []
  1076. def __str__(self):
  1077. if self.start.value is not None and self.start.value < 0:
  1078. start = '%d %s' % (abs(self.start.value), connection.ops.PRECEDING)
  1079. elif self.start.value is not None and self.start.value == 0:
  1080. start = connection.ops.CURRENT_ROW
  1081. else:
  1082. start = connection.ops.UNBOUNDED_PRECEDING
  1083. if self.end.value is not None and self.end.value > 0:
  1084. end = '%d %s' % (self.end.value, connection.ops.FOLLOWING)
  1085. elif self.end.value is not None and self.end.value == 0:
  1086. end = connection.ops.CURRENT_ROW
  1087. else:
  1088. end = connection.ops.UNBOUNDED_FOLLOWING
  1089. return self.template % {
  1090. 'frame_type': self.frame_type,
  1091. 'start': start,
  1092. 'end': end,
  1093. }
  1094. def window_frame_start_end(self, connection, start, end):
  1095. raise NotImplementedError('Subclasses must implement window_frame_start_end().')
  1096. class RowRange(WindowFrame):
  1097. frame_type = 'ROWS'
  1098. def window_frame_start_end(self, connection, start, end):
  1099. return connection.ops.window_frame_rows_start_end(start, end)
  1100. class ValueRange(WindowFrame):
  1101. frame_type = 'RANGE'
  1102. def window_frame_start_end(self, connection, start, end):
  1103. return connection.ops.window_frame_range_start_end(start, end)