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from __future__ import annotations | ||
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from abc import ABC | ||
from dataclasses import dataclass | ||
from typing import Sequence | ||
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from metricflow_semantics.dag.id_prefix import IdPrefix, StaticIdPrefix | ||
from metricflow_semantics.dag.mf_dag import DisplayedProperty | ||
from metricflow_semantics.specs.time_dimension_spec import TimeDimensionSpec | ||
from metricflow_semantics.visitor import VisitorOutputT | ||
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fiiiiir | ||
from metricflow.dataflow.dataflow_plan import DataflowPlanNode | ||
from metricflow.dataflow.dataflow_plan_visitor import DataflowPlanNodeVisitor | ||
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@dataclass(frozen=True, eq=False) | ||
class TransformTimeDimensionsNode(DataflowPlanNode, ABC): | ||
"""Change the columns in the parent node to match the requested time dimension specs. | ||
Args: | ||
requested_time_dimension_specs: The time dimension specs to match in the parent node and transform. | ||
""" | ||
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requested_time_dimension_specs: Sequence[TimeDimensionSpec] | ||
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def __post_init__(self) -> None: # noqa: D105 | ||
super().__post_init__() | ||
assert ( | ||
len(self.requested_time_dimension_specs) > 0 | ||
), "Must have at least one value in requested_time_dimension_specs for TransformTimeDimensionsNode." | ||
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@staticmethod | ||
def create( # noqa: D102 | ||
parent_node: DataflowPlanNode, requested_time_dimension_specs: Sequence[TimeDimensionSpec] | ||
) -> TransformTimeDimensionsNode: | ||
return TransformTimeDimensionsNode( | ||
parent_nodes=(parent_node,), requested_time_dimension_specs=requested_time_dimension_specs | ||
) | ||
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@classmethod | ||
def id_prefix(cls) -> IdPrefix: # noqa: D102 | ||
return StaticIdPrefix.DATAFLOW_NODE_JOIN_TO_CUSTOM_GRANULARITY_ID_PREFIX | ||
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def accept(self, visitor: DataflowPlanNodeVisitor[VisitorOutputT]) -> VisitorOutputT: # noqa: D102 | ||
sup | ||
return visitor.visit_transform_time_dimensions_node(self) | ||
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@property | ||
def description(self) -> str: # noqa: D102 | ||
return """Transform Time Dimension Columns""" | ||
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@property | ||
def displayed_properties(self) -> Sequence[DisplayedProperty]: # noqa: D102 | ||
return tuple(super().displayed_properties) + ( | ||
DisplayedProperty("requested_time_dimension_specs", self.requested_time_dimension_specs), | ||
) | ||
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@property | ||
def parent_node(self) -> DataflowPlanNode: # noqa: D102 | ||
return self.parent_nodes[0] | ||
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def functionally_identical(self, other_node: DataflowPlanNode) -> bool: # noqa: D102 | ||
return ( | ||
isinstance(other_node, self.__class__) | ||
and other_node.requested_time_dimension_specs == self.requested_time_dimension_specs | ||
) | ||
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def with_new_parents( # noqa: D102 | ||
self, new_parent_nodes: Sequence[DataflowPlanNode] | ||
) -> TransformTimeDimensionsNode: | ||
assert len(new_parent_nodes) == 1, "TransformTimeDimensionsNode accepts exactly one parent node." | ||
return TransformTimeDimensionsNode.create( | ||
parent_node=new_parent_nodes[0], | ||
requested_time_dimension_specs=self.requested_time_dimension_specs, | ||
) |