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"""
Classes to represent the definitions of aggregate functions.
"""
from django.core.exceptions import FieldError, FullResultSet
from django.db import NotSupportedError
from django.db.models.expressions import (
Case,
ColPairs,
Func,
OrderByList,
Star,
Value,
When,
)
from django.db.models.fields import IntegerField, TextField
from django.db.models.functions import Coalesce
from django.db.models.functions.mixins import (
FixDurationInputMixin,
NumericOutputFieldMixin,
)
__all__ = [
"Aggregate",
"AnyValue",
"Avg",
"Count",
"Max",
"Min",
"StdDev",
"StringAgg",
"Sum",
"Variance",
]
class AggregateFilter(Func):
arity = 1
template = " FILTER (WHERE %(expressions)s)"
def as_sql(self, compiler, connection, **extra_context):
if not connection.features.supports_aggregate_filter_clause:
raise NotSupportedError(
"Aggregate filter clauses are not supported on this database backend."
)
try:
return super().as_sql(compiler, connection, **extra_context)
except FullResultSet:
return "", ()
@property
def condition(self):
return self.source_expressions[0]
def __str__(self):
return self.arg_joiner.join(str(arg) for arg in self.source_expressions)
class AggregateOrderBy(OrderByList):
template = " ORDER BY %(expressions)s"
def as_sql(self, compiler, connection, **extra_context):
if not connection.features.supports_aggregate_order_by_clause:
raise NotSupportedError(
"This database backend does not support specifying an order on "
"aggregates."
)
return super().as_sql(compiler, connection, **extra_context)
class Aggregate(Func):
template = "%(function)s(%(distinct)s%(expressions)s%(order_by)s)%(filter)s"
contains_aggregate = True
name = None
window_compatible = True
allow_distinct = False
allow_order_by = False
empty_result_set_value = None
def __init__(
self,
*expressions,
distinct=False,
filter=None,
default=None,
order_by=None,
**extra,
):
if distinct and not self.allow_distinct:
raise TypeError("%s does not allow distinct." % self.__class__.__name__)
if order_by and not self.allow_order_by:
raise TypeError("%s does not allow order_by." % self.__class__.__name__)
if default is not None and self.empty_result_set_value is not None:
raise TypeError(f"{self.__class__.__name__} does not allow default.")
self.distinct = distinct
self.filter = None if filter is None else AggregateFilter(filter)
self.default = default
self.order_by = AggregateOrderBy.from_param(
f"{self.__class__.__name__}.order_by", order_by
)
super().__init__(*expressions, **extra)
def get_source_fields(self):
# Don't consider filter and order by expression as they have nothing
# to do with the output field resolution.
return [e._output_field_or_none for e in super().get_source_expressions()]
def get_source_expressions(self):
source_expressions = super().get_source_expressions()
return [*source_expressions, self.filter, self.order_by]
def set_source_expressions(self, exprs):
*exprs, self.filter, self.order_by = exprs
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)
if summarize:
# Summarized aggregates cannot refer to summarized aggregates.
for ref in c.get_refs():
if query.annotations[ref].is_summary:
raise FieldError(
f"Cannot compute {c.name}('{ref}'): '{ref}' is an aggregate"
)
elif not self.is_summary:
# 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)
)
if (default := c.default) is None:
return c
if hasattr(default, "resolve_expression"):
default = default.resolve_expression(query, allow_joins, reuse, summarize)
if default._output_field_or_none is None:
default.output_field = c._output_field_or_none
else:
default = Value(default, c._output_field_or_none)
c.default = None # Reset the default argument before wrapping.
coalesce = Coalesce(c, default, output_field=c._output_field_or_none)
coalesce.is_summary = c.is_summary
return coalesce
@property
def default_alias(self):
expressions = [
expr for expr in self.get_source_expressions() if expr is not None
]
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):
if (
self.distinct
and not connection.features.supports_aggregate_distinct_multiple_argument
and len(super().get_source_expressions()) > 1
):
raise NotSupportedError(
f"{self.name} does not support distinct with multiple expressions on "
f"this database backend."
)
distinct_sql = "DISTINCT " if self.distinct else ""
order_by_sql = ""
order_by_params = []
filter_sql = ""
filter_params = []
if (order_by := self.order_by) is not None:
order_by_sql, order_by_params = compiler.compile(order_by)
if self.filter is not None:
try:
filter_sql, filter_params = compiler.compile(self.filter)
except NotSupportedError:
# Fallback to a CASE statement on backends that don't support
# the FILTER clause.
copy = self.copy()
copy.filter = None
source_expressions = copy.get_source_expressions()
condition = When(self.filter.condition, then=source_expressions[0])
copy.set_source_expressions([Case(condition)] + source_expressions[1:])
return copy.as_sql(compiler, connection, **extra_context)
extra_context.update(
distinct=distinct_sql,
filter=filter_sql,
order_by=order_by_sql,
)
sql, params = super().as_sql(compiler, connection, **extra_context)
return sql, (*params, *order_by_params, *filter_params)
def _get_repr_options(self):
options = super()._get_repr_options()
if self.distinct:
options["distinct"] = self.distinct
if self.filter:
options["filter"] = self.filter
if self.order_by:
options["order_by"] = self.order_by
return options
class AnyValue(Aggregate):
function = "ANY_VALUE"
name = "AnyValue"
arity = 1
window_compatible = False
def as_sql(self, compiler, connection, **extra_context):
if not connection.features.supports_any_value:
raise NotSupportedError(
"ANY_VALUE is not supported on this database backend."
)
return super().as_sql(compiler, connection, **extra_context)
class Avg(FixDurationInputMixin, NumericOutputFieldMixin, Aggregate):
function = "AVG"
name = "Avg"
allow_distinct = True
arity = 1
class Count(Aggregate):
function = "COUNT"
name = "Count"
output_field = IntegerField()
allow_distinct = True
empty_result_set_value = 0
arity = 1
allows_composite_expressions = 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 resolve_expression(self, *args, **kwargs):
result = super().resolve_expression(*args, **kwargs)
source_expressions = result.get_source_expressions()
# In case of composite primary keys, count the first column.
if isinstance(expr := source_expressions[0], ColPairs):
if self.distinct:
raise ValueError(
"COUNT(DISTINCT) doesn't support composite primary keys"
)
source_expressions[0] = expr.get_cols()[0]
result.set_source_expressions(source_expressions)
return result
class Max(Aggregate):
function = "MAX"
name = "Max"
arity = 1
class Min(Aggregate):
function = "MIN"
name = "Min"
arity = 1
class StdDev(NumericOutputFieldMixin, Aggregate):
name = "StdDev"
arity = 1
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"}
class StringAggDelimiter(Func):
arity = 1
template = "%(expressions)s"
def __init__(self, value):
self.value = value
super().__init__(value)
def as_mysql(self, compiler, connection, **extra_context):
template = " SEPARATOR %(expressions)s"
return self.as_sql(
compiler,
connection,
template=template,
**extra_context,
)
class StringAgg(Aggregate):
template = "%(function)s(%(distinct)s%(expressions)s%(order_by)s)%(filter)s"
function = "STRING_AGG"
name = "StringAgg"
allow_distinct = True
allow_order_by = True
output_field = TextField()
def __init__(self, expression, delimiter, **extra):
self.delimiter = StringAggDelimiter(delimiter)
super().__init__(expression, self.delimiter, **extra)
def as_oracle(self, compiler, connection, **extra_context):
if self.order_by:
template = (
"%(function)s(%(distinct)s%(expressions)s) WITHIN GROUP (%(order_by)s)"
"%(filter)s"
)
else:
template = "%(function)s(%(distinct)s%(expressions)s)%(filter)s"
return self.as_sql(
compiler,
connection,
function="LISTAGG",
template=template,
**extra_context,
)
def as_mysql(self, compiler, connection, **extra_context):
extra_context["function"] = "GROUP_CONCAT"
template = "%(function)s(%(distinct)s%(expressions)s%(order_by)s%(delimiter)s)"
extra_context["template"] = template
c = self.copy()
# The creation of the delimiter SQL and the ordering of the parameters
# must be handled explicitly, as MySQL puts the delimiter at the end of
# the aggregate using the `SEPARATOR` declaration (rather than treating
# as an expression like other database backends).
delimiter_params = []
if c.delimiter:
delimiter_sql, delimiter_params = compiler.compile(c.delimiter)
# Drop the delimiter from the source expressions.
c.source_expressions = c.source_expressions[:-1]
extra_context["delimiter"] = delimiter_sql
sql, params = c.as_sql(compiler, connection, **extra_context)
return sql, (*params, *delimiter_params)
def as_sqlite(self, compiler, connection, **extra_context):
if connection.get_database_version() < (3, 44):
return self.as_sql(
compiler,
connection,
function="GROUP_CONCAT",
**extra_context,
)
return self.as_sql(compiler, connection, **extra_context)
class Sum(FixDurationInputMixin, Aggregate):
function = "SUM"
name = "Sum"
allow_distinct = True
arity = 1
class Variance(NumericOutputFieldMixin, Aggregate):
name = "Variance"
arity = 1
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"}
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