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add materialization counter #333

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@matthiasdiener matthiasdiener self-assigned this Jun 1, 2022
@@ -426,3 +429,27 @@ def get_num_tags_of_type(
return tcm(outputs)

# }}}


def get_num_materialized(outputs: Union[Array, DictOfNamedArrays]) \
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Suggested change
def get_num_materialized(outputs: Union[Array, DictOfNamedArrays]) \
def get_num_materialized_predecessors(outputs: Union[Array, DictOfNamedArrays]) \


def is_materialized(expr: ArrayOrNames) -> bool:
if (isinstance(expr, Array) and
any(isinstance(tag, ImplStored) for tag in expr.tags)):
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Suggested change
any(isinstance(tag, ImplStored) for tag in expr.tags)):
expr.tags_of_type(ImplStored)):

@@ -426,3 +429,27 @@ def get_num_tags_of_type(
return tcm(outputs)

# }}}


def get_num_materialized(outputs: Union[Array, DictOfNamedArrays]) \
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My main issue with this approach is that it has at least quadratic complexity. A possible improvement would be a CombineMapper that simply counts the materialized predecessors for each node. I.e. combine is a sum, and each node returns 1 if it's materialized and uses inherited behavior (reduce ("combine") over predecessors).

Base automatically changed from mat_stats to count-tags June 6, 2022 01:12
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