from django.db.models.expressions import Func from django.db.models.fields import FloatField, IntegerField __all__ = [ "CumeDist", "DenseRank", "FirstValue", "Lag", "LastValue", "Lead", "NthValue", "Ntile", "PercentRank", "Rank", "RowNumber", ] class CumeDist(Func): function = "CUME_DIST" output_field = FloatField() window_compatible = True class DenseRank(Func): function = "DENSE_RANK" output_field = IntegerField() window_compatible = True class FirstValue(Func): arity = 1 function = "FIRST_VALUE" window_compatible = True class LagLeadFunction(Func): window_compatible = True def __init__(self, expression, offset=1, default=None, **extra): if expression is None: raise ValueError( "%s requires a non-null source expression." % self.__class__.__name__ ) if offset is None or offset <= 0: raise ValueError( "%s requires a positive integer for the offset." % self.__class__.__name__ ) args = (expression, offset) if default is not None: args += (default,) super().__init__(*args, **extra) def _resolve_output_field(self): sources = self.get_source_expressions() return sources[0].output_field class Lag(LagLeadFunction): function = "LAG" class LastValue(Func): arity = 1 function = "LAST_VALUE" window_compatible = True class Lead(LagLeadFunction): function = "LEAD" class NthValue(Func): function = "NTH_VALUE" window_compatible = True def __init__(self, expression, nth=1, **extra): if expression is None: raise ValueError( "%s requires a non-null source expression." % self.__class__.__name__ ) if nth is None or nth <= 0: raise ValueError( "%s requires a positive integer as for nth." % self.__class__.__name__ ) super().__init__(expression, nth, **extra) def _resolve_output_field(self): sources = self.get_source_expressions() return sources[0].output_field class Ntile(Func): function = "NTILE" output_field = IntegerField() window_compatible = True def __init__(self, num_buckets=1, **extra): if num_buckets <= 0: raise ValueError("num_buckets must be greater than 0.") super().__init__(num_buckets, **extra) class PercentRank(Func): function = "PERCENT_RANK" output_field = FloatField() window_compatible = True class Rank(Func): function = "RANK" output_field = IntegerField() window_compatible = True class RowNumber(Func): function = "ROW_NUMBER" output_field = IntegerField() window_compatible = True