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expressions.py 47KB

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