"""
Classes to represent the definitions of aggregate functions.
"""
from django.core.exceptions import FieldError
from django.db.models.expressions import Case, Func, Star, When
from django.db.models.fields import IntegerField
from django.db.models.functions.mixins import (
FixDurationInputMixin, NumericOutputFieldMixin,
)
__all__ = [
'Aggregate', 'Avg', 'Count', 'Max', 'Min', 'StdDev', 'Sum', 'Variance',
]
[文档]class Aggregate(Func):
template = '%(function)s(%(distinct)s%(expressions)s)'
contains_aggregate = True
name = None
filter_template = '%s FILTER (WHERE %%(filter)s)'
window_compatible = True
allow_distinct = False
def __init__(self, *expressions, distinct=False, filter=None, **extra):
if distinct and not self.allow_distinct:
raise TypeError("%s does not allow distinct." % self.__class__.__name__)
self.distinct = distinct
self.filter = filter
super().__init__(*expressions, **extra)
def get_source_fields(self):
# Don't return the filter expression since it's not a source field.
return [e._output_field_or_none for e in super().get_source_expressions()]
def get_source_expressions(self):
source_expressions = super().get_source_expressions()
if self.filter:
return source_expressions + [self.filter]
return source_expressions
def set_source_expressions(self, exprs):
self.filter = self.filter and exprs.pop()
return super().set_source_expressions(exprs)
def resolve_expression(self, query=None, allow_joins=True, reuse=None, summarize=False, for_save=False):
# Aggregates are not allowed in UPDATE queries, so ignore for_save
c = super().resolve_expression(query, allow_joins, reuse, summarize)
c.filter = c.filter and c.filter.resolve_expression(query, allow_joins, reuse, summarize)
if not summarize:
# Call Aggregate.get_source_expressions() to avoid
# returning self.filter and including that in this loop.
expressions = super(Aggregate, c).get_source_expressions()
for index, expr in enumerate(expressions):
if expr.contains_aggregate:
before_resolved = self.get_source_expressions()[index]
name = before_resolved.name if hasattr(before_resolved, 'name') else repr(before_resolved)
raise FieldError("Cannot compute %s('%s'): '%s' is an aggregate" % (c.name, name, name))
return c
@property
def default_alias(self):
expressions = self.get_source_expressions()
if len(expressions) == 1 and hasattr(expressions[0], 'name'):
return '%s__%s' % (expressions[0].name, self.name.lower())
raise TypeError("Complex expressions require an alias")
def get_group_by_cols(self):
return []
def as_sql(self, compiler, connection, **extra_context):
extra_context['distinct'] = 'DISTINCT ' if self.distinct else ''
if self.filter:
if connection.features.supports_aggregate_filter_clause:
filter_sql, filter_params = self.filter.as_sql(compiler, connection)
template = self.filter_template % extra_context.get('template', self.template)
sql, params = super().as_sql(
compiler, connection, template=template, filter=filter_sql,
**extra_context
)
return sql, params + filter_params
else:
copy = self.copy()
copy.filter = None
source_expressions = copy.get_source_expressions()
condition = When(self.filter, then=source_expressions[0])
copy.set_source_expressions([Case(condition)] + source_expressions[1:])
return super(Aggregate, copy).as_sql(compiler, connection, **extra_context)
return super().as_sql(compiler, connection, **extra_context)
def _get_repr_options(self):
options = super()._get_repr_options()
if self.distinct:
options['distinct'] = self.distinct
if self.filter:
options['filter'] = self.filter
return options
[文档]class Avg(FixDurationInputMixin, NumericOutputFieldMixin, Aggregate):
function = 'AVG'
name = 'Avg'
[文档]class Count(Aggregate):
function = 'COUNT'
name = 'Count'
output_field = IntegerField()
allow_distinct = True
def __init__(self, expression, filter=None, **extra):
if expression == '*':
expression = Star()
if isinstance(expression, Star) and filter is not None:
raise ValueError('Star cannot be used with filter. Please specify a field.')
super().__init__(expression, filter=filter, **extra)
def convert_value(self, value, expression, connection):
return 0 if value is None else value
[文档]class Max(Aggregate):
function = 'MAX'
name = 'Max'
[文档]class Min(Aggregate):
function = 'MIN'
name = 'Min'
[文档]class StdDev(NumericOutputFieldMixin, Aggregate):
name = 'StdDev'
def __init__(self, expression, sample=False, **extra):
self.function = 'STDDEV_SAMP' if sample else 'STDDEV_POP'
super().__init__(expression, **extra)
def _get_repr_options(self):
return {**super()._get_repr_options(), 'sample': self.function == 'STDDEV_SAMP'}
[文档]class Sum(FixDurationInputMixin, Aggregate):
function = 'SUM'
name = 'Sum'
[文档]class Variance(NumericOutputFieldMixin, Aggregate):
name = 'Variance'
def __init__(self, expression, sample=False, **extra):
self.function = 'VAR_SAMP' if sample else 'VAR_POP'
super().__init__(expression, **extra)
def _get_repr_options(self):
return {**super()._get_repr_options(), 'sample': self.function == 'VAR_SAMP'}
