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https://github.com/django/django.git
synced 2024-12-23 01:25:58 +00:00
Fixed #25367 -- Allowed boolean expressions in QuerySet.filter() and exclude().
This allows using expressions that have an output_field that is a BooleanField to be used directly in a queryset filters, or in the When() clauses of a Case() expression. Thanks Josh Smeaton, Tim Graham, Simon Charette, Mariusz Felisiak, and Adam Johnson for reviews. Co-Authored-By: NyanKiyoshi <hello@vanille.bid>
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069bee7c12
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@ -581,6 +581,13 @@ class BaseDatabaseOperations:
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"""
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pass
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def conditional_expression_supported_in_where_clause(self, expression):
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"""
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Return True, if the conditional expression is supported in the WHERE
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clause.
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"""
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return True
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def combine_expression(self, connector, sub_expressions):
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"""
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Combine a list of subexpressions into a single expression, using
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@ -6,6 +6,8 @@ from functools import lru_cache
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from django.conf import settings
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from django.db.backends.base.operations import BaseDatabaseOperations
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from django.db.backends.utils import strip_quotes, truncate_name
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from django.db.models.expressions import Exists, ExpressionWrapper
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from django.db.models.query_utils import Q
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from django.db.utils import DatabaseError
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from django.utils import timezone
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from django.utils.encoding import force_bytes, force_str
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@ -607,3 +609,14 @@ END;
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if fields:
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return self.connection.features.max_query_params // len(fields)
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return len(objs)
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def conditional_expression_supported_in_where_clause(self, expression):
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"""
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Oracle supports only EXISTS(...) or filters in the WHERE clause, others
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must be compared with True.
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"""
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if isinstance(expression, Exists):
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return True
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if isinstance(expression, ExpressionWrapper) and isinstance(expression.expression, Q):
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return True
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return False
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@ -90,6 +90,8 @@ class Combinable:
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return self._combine(other, self.POW, False)
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def __and__(self, other):
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if getattr(self, 'conditional', False) and getattr(other, 'conditional', False):
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return Q(self) & Q(other)
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raise NotImplementedError(
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"Use .bitand() and .bitor() for bitwise logical operations."
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)
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@ -104,6 +106,8 @@ class Combinable:
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return self._combine(other, self.BITRIGHTSHIFT, False)
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def __or__(self, other):
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if getattr(self, 'conditional', False) and getattr(other, 'conditional', False):
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return Q(self) | Q(other)
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raise NotImplementedError(
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"Use .bitand() and .bitor() for bitwise logical operations."
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)
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@ -245,6 +249,10 @@ class BaseExpression:
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])
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return c
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@property
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def conditional(self):
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return isinstance(self.output_field, fields.BooleanField)
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@property
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def field(self):
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return self.output_field
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@ -873,12 +881,17 @@ class ExpressionWrapper(Expression):
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class When(Expression):
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template = 'WHEN %(condition)s THEN %(result)s'
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# This isn't a complete conditional expression, must be used in Case().
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conditional = False
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def __init__(self, condition=None, then=None, **lookups):
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if lookups and condition is None:
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condition, lookups = Q(**lookups), None
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if condition is None or not getattr(condition, 'conditional', False) or lookups:
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raise TypeError("__init__() takes either a Q object or lookups as keyword arguments")
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raise TypeError(
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'When() supports a Q object, a boolean expression, or lookups '
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'as a condition.'
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)
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if isinstance(condition, Q) and not condition:
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raise ValueError("An empty Q() can't be used as a When() condition.")
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super().__init__(output_field=None)
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@ -1090,6 +1103,7 @@ class Exists(Subquery):
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class OrderBy(BaseExpression):
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template = '%(expression)s %(ordering)s'
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conditional = False
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def __init__(self, expression, descending=False, nulls_first=False, nulls_last=False):
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if nulls_first and nulls_last:
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@ -1229,6 +1229,16 @@ class Query(BaseExpression):
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"""
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if isinstance(filter_expr, dict):
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raise FieldError("Cannot parse keyword query as dict")
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if hasattr(filter_expr, 'resolve_expression') and getattr(filter_expr, 'conditional', False):
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if connections[DEFAULT_DB_ALIAS].ops.conditional_expression_supported_in_where_clause(filter_expr):
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condition = filter_expr.resolve_expression(self)
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else:
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# Expression is not supported in the WHERE clause, add
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# comparison with True.
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condition = self.build_lookup(['exact'], filter_expr.resolve_expression(self), True)
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clause = self.where_class()
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clause.add(condition, AND)
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return clause, []
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arg, value = filter_expr
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if not arg:
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raise FieldError("Cannot parse keyword query %r" % arg)
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@ -42,9 +42,15 @@ We'll be using the following model in the subsequent examples::
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A ``When()`` object is used to encapsulate a condition and its result for use
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in the conditional expression. Using a ``When()`` object is similar to using
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the :meth:`~django.db.models.query.QuerySet.filter` method. The condition can
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be specified using :ref:`field lookups <field-lookups>` or
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:class:`~django.db.models.Q` objects. The result is provided using the ``then``
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keyword.
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be specified using :ref:`field lookups <field-lookups>`,
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:class:`~django.db.models.Q` objects, or :class:`~django.db.models.Expression`
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objects that have an ``output_field`` that is a
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:class:`~django.db.models.BooleanField`. The result is provided using the
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``then`` keyword.
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.. versionchanged:: 3.0
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Support for boolean :class:`~django.db.models.Expression` was added.
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Some examples::
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@ -60,6 +66,12 @@ Some examples::
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>>> # Complex conditions can be created using Q objects
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>>> When(Q(name__startswith="John") | Q(name__startswith="Paul"),
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... then='name')
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>>> # Condition can be created using boolean expressions.
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>>> from django.db.models import Exists, OuterRef
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>>> non_unique_account_type = Client.objects.filter(
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... account_type=OuterRef('account_type'),
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... ).exclude(pk=OuterRef('pk')).values('pk')
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>>> When(Exists(non_unique_account_type), then=Value('non unique'))
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Keep in mind that each of these values can be an expression.
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@ -158,9 +170,9 @@ registered more than a year ago::
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Advanced queries
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================
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Conditional expressions can be used in annotations, aggregations, lookups, and
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updates. They can also be combined and nested with other expressions. This
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allows you to make powerful conditional queries.
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Conditional expressions can be used in annotations, aggregations, filters,
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lookups, and updates. They can also be combined and nested with other
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expressions. This allows you to make powerful conditional queries.
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Conditional update
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------------------
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@ -236,3 +248,29 @@ On other databases, this is emulated using a ``CASE`` statement:
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The two SQL statements are functionally equivalent but the more explicit
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``FILTER`` may perform better.
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Conditional filter
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------------------
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.. versionadded:: 3.0
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When a conditional expression returns a boolean value, it is possible to use it
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directly in filters. This means that it will not be added to the ``SELECT``
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columns, but you can still use it to filter results::
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>>> non_unique_account_type = Client.objects.filter(
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... account_type=OuterRef('account_type'),
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... ).exclude(pk=OuterRef('pk')).values('pk')
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>>> Client.objects.filter(~Exists(non_unique_account_type))
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In SQL terms, that evaluates to:
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.. code-block:: sql
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SELECT ...
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FROM client c0
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WHERE NOT EXISTS (
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SELECT c1.id
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FROM client c1
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WHERE c1.account_type = c0.account_type AND NOT c1.id = c0.id
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)
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@ -5,10 +5,11 @@ Query Expressions
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.. currentmodule:: django.db.models
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Query expressions describe a value or a computation that can be used as part of
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an update, create, filter, order by, annotation, or aggregate. There are a
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number of built-in expressions (documented below) that can be used to help you
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write queries. Expressions can be combined, or in some cases nested, to form
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more complex computations.
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an update, create, filter, order by, annotation, or aggregate. When an
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expression outputs a boolean value, it may be used directly in filters. There
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are a number of built-in expressions (documented below) that can be used to
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help you write queries. Expressions can be combined, or in some cases nested,
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to form more complex computations.
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Supported arithmetic
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====================
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@ -69,6 +70,12 @@ Some examples
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CharField.register_lookup(Length)
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Company.objects.order_by('name__length')
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# Boolean expression can be used directly in filters.
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from django.db.models import Exists
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Company.objects.filter(
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Exists(Employee.objects.filter(company=OuterRef('pk'), salary__gt=10))
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)
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Built-in Expressions
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====================
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@ -626,22 +633,25 @@ degrade performance, it's automatically removed.
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You can query using ``NOT EXISTS`` with ``~Exists()``.
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Filtering on a ``Subquery`` expression
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~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
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Filtering on a ``Subquery()`` or ``Exists()`` expressions
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~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
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It's not possible to filter directly using ``Subquery`` and ``Exists``, e.g.::
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``Subquery()`` that returns a boolean value and ``Exists()`` may be used as a
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``condition`` in :class:`~django.db.models.expressions.When` expressions, or to
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directly filter a queryset::
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>>> recent_comments = Comment.objects.filter(...) # From above
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>>> Post.objects.filter(Exists(recent_comments))
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...
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TypeError: 'Exists' object is not iterable
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This will ensure that the subquery will not be added to the ``SELECT`` columns,
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which may result in a better performance.
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You must filter on a subquery expression by first annotating the queryset
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and then filtering based on that annotation::
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.. versionchanged:: 3.0
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>>> Post.objects.annotate(
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... recent_comment=Exists(recent_comments),
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... ).filter(recent_comment=True)
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In previous versions of Django, it was necessary to first annotate and then
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filter against the annotation. This resulted in the annotated value always
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being present in the query result, and often resulted in a query that took
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more time to execute.
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Using aggregates within a ``Subquery`` expression
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~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
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@ -74,6 +74,13 @@ enable adding exclusion constraints on PostgreSQL. Constraints are added to
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models using the
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:attr:`Meta.constraints <django.db.models.Options.constraints>` option.
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Filter expressions
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------------------
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Expressions that outputs :class:`~django.db.models.BooleanField` may now be
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used directly in ``QuerySet`` filters, without having to first annotate and
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then filter against the annotation.
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Minor features
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--------------
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@ -34,6 +34,7 @@ class Company(models.Model):
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related_name='company_point_of_contact_set',
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null=True,
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)
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based_in_eu = models.BooleanField(default=False)
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def __str__(self):
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return self.name
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@ -37,7 +37,7 @@ class BasicExpressionsTests(TestCase):
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ceo=Employee.objects.create(firstname="Joe", lastname="Smith", salary=10)
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)
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cls.foobar_ltd = Company.objects.create(
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name="Foobar Ltd.", num_employees=3, num_chairs=4,
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name="Foobar Ltd.", num_employees=3, num_chairs=4, based_in_eu=True,
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ceo=Employee.objects.create(firstname="Frank", lastname="Meyer", salary=20)
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)
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cls.max = Employee.objects.create(firstname='Max', lastname='Mustermann', salary=30)
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@ -83,6 +83,14 @@ class BasicExpressionsTests(TestCase):
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2,
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)
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def test_filtering_on_q_that_is_boolean(self):
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self.assertEqual(
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Company.objects.filter(
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ExpressionWrapper(Q(num_employees__gt=3), output_field=models.BooleanField())
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).count(),
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2,
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)
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def test_filter_inter_attribute(self):
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# We can filter on attribute relationships on same model obj, e.g.
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# find companies where the number of employees is greater
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@ -642,6 +650,56 @@ class BasicExpressionsTests(TestCase):
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with self.assertRaisesMessage(FieldError, "Cannot resolve keyword 'nope' into field."):
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list(Company.objects.filter(ceo__pk=F('point_of_contact__nope')))
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def test_exists_in_filter(self):
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inner = Company.objects.filter(ceo=OuterRef('pk')).values('pk')
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qs1 = Employee.objects.filter(Exists(inner))
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qs2 = Employee.objects.annotate(found=Exists(inner)).filter(found=True)
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self.assertCountEqual(qs1, qs2)
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self.assertFalse(Employee.objects.exclude(Exists(inner)).exists())
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self.assertCountEqual(qs2, Employee.objects.exclude(~Exists(inner)))
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def test_subquery_in_filter(self):
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inner = Company.objects.filter(ceo=OuterRef('pk')).values('based_in_eu')
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self.assertSequenceEqual(
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Employee.objects.filter(Subquery(inner)),
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[self.foobar_ltd.ceo],
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)
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def test_case_in_filter_if_boolean_output_field(self):
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is_ceo = Company.objects.filter(ceo=OuterRef('pk'))
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is_poc = Company.objects.filter(point_of_contact=OuterRef('pk'))
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qs = Employee.objects.filter(
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Case(
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When(Exists(is_ceo), then=True),
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When(Exists(is_poc), then=True),
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default=False,
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output_field=models.BooleanField(),
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),
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)
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self.assertSequenceEqual(qs, [self.example_inc.ceo, self.foobar_ltd.ceo, self.max])
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def test_boolean_expression_combined(self):
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is_ceo = Company.objects.filter(ceo=OuterRef('pk'))
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is_poc = Company.objects.filter(point_of_contact=OuterRef('pk'))
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self.gmbh.point_of_contact = self.max
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self.gmbh.save()
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self.assertSequenceEqual(
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Employee.objects.filter(Exists(is_ceo) | Exists(is_poc)),
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[self.example_inc.ceo, self.foobar_ltd.ceo, self.max],
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)
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self.assertSequenceEqual(
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Employee.objects.filter(Exists(is_ceo) & Exists(is_poc)),
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[self.max],
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)
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self.assertSequenceEqual(
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Employee.objects.filter(Exists(is_ceo) & Q(salary__gte=30)),
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[self.max],
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)
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self.assertSequenceEqual(
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Employee.objects.filter(Exists(is_poc) | Q(salary__lt=15)),
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[self.example_inc.ceo, self.max],
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)
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class IterableLookupInnerExpressionsTests(TestCase):
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@classmethod
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@ -1327,7 +1327,10 @@ class CaseWhenTests(SimpleTestCase):
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Case(When(Q(pk__in=[])), object())
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def test_invalid_when_constructor_args(self):
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msg = '__init__() takes either a Q object or lookups as keyword arguments'
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msg = (
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'When() supports a Q object, a boolean expression, or lookups as '
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'a condition.'
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)
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with self.assertRaisesMessage(TypeError, msg):
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When(condition=object())
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with self.assertRaisesMessage(TypeError, msg):
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