start-pack
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commit
3e1fa59b3d
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from .general import * # NOQA
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from .statistics import * # NOQA
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from django.contrib.postgres.fields import ArrayField
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from django.db.models import Aggregate, BooleanField, JSONField, TextField, Value
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from .mixins import OrderableAggMixin
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__all__ = [
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"ArrayAgg",
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"BitAnd",
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"BitOr",
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"BitXor",
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"BoolAnd",
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"BoolOr",
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"JSONBAgg",
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"StringAgg",
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]
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class ArrayAgg(OrderableAggMixin, Aggregate):
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function = "ARRAY_AGG"
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template = "%(function)s(%(distinct)s%(expressions)s %(order_by)s)"
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allow_distinct = True
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@property
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def output_field(self):
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return ArrayField(self.source_expressions[0].output_field)
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class BitAnd(Aggregate):
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function = "BIT_AND"
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class BitOr(Aggregate):
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function = "BIT_OR"
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class BitXor(Aggregate):
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function = "BIT_XOR"
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class BoolAnd(Aggregate):
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function = "BOOL_AND"
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output_field = BooleanField()
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class BoolOr(Aggregate):
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function = "BOOL_OR"
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output_field = BooleanField()
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class JSONBAgg(OrderableAggMixin, Aggregate):
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function = "JSONB_AGG"
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template = "%(function)s(%(distinct)s%(expressions)s %(order_by)s)"
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allow_distinct = True
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output_field = JSONField()
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class StringAgg(OrderableAggMixin, Aggregate):
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function = "STRING_AGG"
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template = "%(function)s(%(distinct)s%(expressions)s %(order_by)s)"
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allow_distinct = True
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output_field = TextField()
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def __init__(self, expression, delimiter, **extra):
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delimiter_expr = Value(str(delimiter))
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super().__init__(expression, delimiter_expr, **extra)
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import warnings
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from django.core.exceptions import FullResultSet
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from django.db.models.expressions import OrderByList
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from django.utils.deprecation import RemovedInDjango61Warning
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class OrderableAggMixin:
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# RemovedInDjango61Warning: When the deprecation ends, replace with:
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# def __init__(self, *expressions, order_by=(), **extra):
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def __init__(self, *expressions, ordering=(), order_by=(), **extra):
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# RemovedInDjango61Warning.
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if ordering:
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warnings.warn(
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"The ordering argument is deprecated. Use order_by instead.",
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category=RemovedInDjango61Warning,
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stacklevel=2,
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)
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if order_by:
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raise TypeError("Cannot specify both order_by and ordering.")
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order_by = ordering
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if not order_by:
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self.order_by = None
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elif isinstance(order_by, (list, tuple)):
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self.order_by = OrderByList(*order_by)
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else:
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self.order_by = OrderByList(order_by)
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super().__init__(*expressions, **extra)
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def resolve_expression(self, *args, **kwargs):
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if self.order_by is not None:
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self.order_by = self.order_by.resolve_expression(*args, **kwargs)
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return super().resolve_expression(*args, **kwargs)
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def get_source_expressions(self):
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return super().get_source_expressions() + [self.order_by]
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def set_source_expressions(self, exprs):
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*exprs, self.order_by = exprs
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return super().set_source_expressions(exprs)
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def as_sql(self, compiler, connection):
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*source_exprs, filtering_expr, order_by_expr = self.get_source_expressions()
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order_by_sql = ""
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order_by_params = []
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if order_by_expr is not None:
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order_by_sql, order_by_params = compiler.compile(order_by_expr)
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filter_params = []
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if filtering_expr is not None:
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try:
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_, filter_params = compiler.compile(filtering_expr)
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except FullResultSet:
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pass
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source_params = []
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for source_expr in source_exprs:
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source_params += compiler.compile(source_expr)[1]
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sql, _ = super().as_sql(compiler, connection, order_by=order_by_sql)
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return sql, (*source_params, *order_by_params, *filter_params)
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from django.db.models import Aggregate, FloatField, IntegerField
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__all__ = [
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"CovarPop",
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"Corr",
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"RegrAvgX",
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"RegrAvgY",
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"RegrCount",
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"RegrIntercept",
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"RegrR2",
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"RegrSlope",
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"RegrSXX",
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"RegrSXY",
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"RegrSYY",
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"StatAggregate",
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]
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class StatAggregate(Aggregate):
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output_field = FloatField()
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def __init__(self, y, x, output_field=None, filter=None, default=None):
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if not x or not y:
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raise ValueError("Both y and x must be provided.")
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super().__init__(
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y, x, output_field=output_field, filter=filter, default=default
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)
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class Corr(StatAggregate):
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function = "CORR"
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class CovarPop(StatAggregate):
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def __init__(self, y, x, sample=False, filter=None, default=None):
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self.function = "COVAR_SAMP" if sample else "COVAR_POP"
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super().__init__(y, x, filter=filter, default=default)
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class RegrAvgX(StatAggregate):
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function = "REGR_AVGX"
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class RegrAvgY(StatAggregate):
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function = "REGR_AVGY"
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class RegrCount(StatAggregate):
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function = "REGR_COUNT"
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output_field = IntegerField()
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empty_result_set_value = 0
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class RegrIntercept(StatAggregate):
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function = "REGR_INTERCEPT"
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class RegrR2(StatAggregate):
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function = "REGR_R2"
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class RegrSlope(StatAggregate):
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function = "REGR_SLOPE"
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class RegrSXX(StatAggregate):
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function = "REGR_SXX"
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class RegrSXY(StatAggregate):
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function = "REGR_SXY"
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class RegrSYY(StatAggregate):
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function = "REGR_SYY"
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