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HeteroData: data.*_dict fix in case attribute does not exist #3897

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merged 2 commits into from
Jan 20, 2022
Merged

HeteroData: data.*_dict fix in case attribute does not exist #3897

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2775502
heterodata collect fix
rusty1s Jan 20, 2022
2b09ff9
Merge branch 'master' into pyg_hetero_dict_fix
rusty1s Jan 20, 2022
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11 changes: 6 additions & 5 deletions torch_geometric/data/hetero_data.py
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Original file line number Diff line number Diff line change
Expand Up @@ -111,11 +111,12 @@ def __getattr__(self, key: str) -> Any:
# `data.*` => Link to the `_global_store`.
# Using `data.*_dict` is the same as using `collect()` for collecting
# nodes and edges features.
if bool(re.search('_dict$', key)):
out = self.collect(key[:-5])
if len(out) > 0:
return out
return getattr(self._global_store, key)
if hasattr(self._global_store, key):
return getattr(self._global_store, key)
elif bool(re.search('_dict$', key)):
return self.collect(key[:-5])
raise AttributeError(f"'{self.__class__.__name__}' has no "
f"attribute '{key}'")

def __setattr__(self, key: str, value: Any):
# NOTE: We aim to prevent duplicates in node or edge types.
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