$ conda -V
conda 24.11.2
$ conda list pytorch
# packages in environment at /opt/anaconda3:
#
# Name Version Build Channel
pytorch 2.4.1 py3.12_0 pytorch
pytorch-scatter 2.1.2 py312_torch_2.4.0_cpu pyg
pytorch-sparse 0.6.18 py312_torch_2.4.0_cpu pyg
pytorch_geometric 2.5.3 pyhd8ed1ab_0 conda-forge
dataset = Planetoid(root='data/Planetoid', name='Cora', transform=NormalizeFeatures())
In [32]: dataset = Planetoid(root="data/Planetoid", name="Cora", split="public", transform=NormalizeFeatures
...: ())
Downloading https://github.com/kimiyoung/planetoid/raw/master/data/ind.cora.x
Downloading https://github.com/kimiyoung/planetoid/raw/master/data/ind.cora.tx
Downloading https://github.com/kimiyoung/planetoid/raw/master/data/ind.cora.allx
Downloading https://github.com/kimiyoung/planetoid/raw/master/data/ind.cora.y
Downloading https://github.com/kimiyoung/planetoid/raw/master/data/ind.cora.ty
Downloading https://github.com/kimiyoung/planetoid/raw/master/data/ind.cora.ally
Downloading https://github.com/kimiyoung/planetoid/raw/master/data/ind.cora.graph
Downloading https://github.com/kimiyoung/planetoid/raw/master/data/ind.cora.test.index
Processing...
---------------------------------------------------------------------------
UnpicklingError Traceback (most recent call last)
Cell In[32], line 1
----> 1 dataset = Planetoid(root="data/Planetoid", name="Cora", split="public", transform=NormalizeFeatures())
File /opt/anaconda3/lib/python3.12/site-packages/torch_geometric/datasets/planetoid.py:102, in Planetoid.__init__(self, root, name, split, num_train_per_class, num_val, num_test, transform, pre_transform, force_reload)
99 self.split = split.lower()
100 assert self.split in ['public', 'full', 'geom-gcn', 'random']
--> 102 super().__init__(root, transform, pre_transform,
103 force_reload=force_reload)
104 self.load(self.processed_paths[0])
106 if split == 'full':
File /opt/anaconda3/lib/python3.12/site-packages/torch_geometric/data/in_memory_dataset.py:81, in InMemoryDataset.__init__(self, root, transform, pre_transform, pre_filter, log, force_reload)
72 def __init__(
73 self,
74 root: Optional[str] = None,
(...)
79 force_reload: bool = False,
80 ) -> None:
---> 81 super().__init__(root, transform, pre_transform, pre_filter, log,
82 force_reload)
84 self._data: Optional[BaseData] = None
85 self.slices: Optional[Dict[str, Tensor]] = None
File /opt/anaconda3/lib/python3.12/site-packages/torch_geometric/data/dataset.py:115, in Dataset.__init__(self, root, transform, pre_transform, pre_filter, log, force_reload)
112 self._download()
114 if self.has_process:
--> 115 self._process()
File /opt/anaconda3/lib/python3.12/site-packages/torch_geometric/data/dataset.py:260, in Dataset._process(self)
257 print('Processing...', file=sys.stderr)
259 fs.makedirs(self.processed_dir, exist_ok=True)
--> 260 self.process()
262 path = osp.join(self.processed_dir, 'pre_transform.pt')
263 fs.torch_save(_repr(self.pre_transform), path)
File /opt/anaconda3/lib/python3.12/site-packages/torch_geometric/datasets/planetoid.py:161, in Planetoid.process(self)
160 def process(self) -> None:
--> 161 data = read_planetoid_data(self.raw_dir, self.name)
163 if self.split == 'geom-gcn':
164 train_masks, val_masks, test_masks = [], [], []
File /opt/anaconda3/lib/python3.12/site-packages/torch_geometric/io/planetoid.py:27, in read_planetoid_data(folder, prefix)
25 def read_planetoid_data(folder: str, prefix: str) -> Data:
26 names = ['x', 'tx', 'allx', 'y', 'ty', 'ally', 'graph', 'test.index']
---> 27 items = [read_file(folder, prefix, name) for name in names]
28 x, tx, allx, y, ty, ally, graph, test_index = items
29 train_index = torch.arange(y.size(0), dtype=torch.long)
File /opt/anaconda3/lib/python3.12/site-packages/torch_geometric/io/planetoid.py:107, in read_file(folder, prefix, name)
105 with fsspec.open(path, 'rb') as f:
106 warnings.filterwarnings('ignore', '.*`scipy.sparse.csr` name.*')
--> 107 out = pickle.load(f, encoding='latin1')
109 if name == 'graph':
110 return out
UnpicklingError: invalid load key, '<'.
Many thanks for any guidance you can offer.
Example
A simple example fails on data fetch step.
Versions
Failing Command
Error
Many thanks for any guidance you can offer.