utils_data_gen.py

6 F401: 'torch_geometric.utils.sort_edge_index' imported but unused (and 5 similar)
- 'torch_geometric.utils.remove_self_loops' imported but unused:
  4 from torch_geometric.utils import sort_edge_index, remove_self_loops
- 'torch_geometric.utils.sort_edge_index' imported but unused:
  4 from torch_geometric.utils import sort_edge_index, remove_self_loops
- '.utils_data_prep.load_data' imported but unused:
  6 from .utils_data_prep import load_data, load_zinc_data, load_ogb_data, load_g6_graphs
- '.utils_data_prep.load_g6_graphs' imported but unused:
  6 from .utils_data_prep import load_data, load_zinc_data, load_ogb_data, load_g6_graphs
- '.utils_graph_processing.automorphism_orbits' imported but unused:
  7 from .utils_graph_processing import automorphism_orbits
- 'multiprocessing as mp' imported but unused:
  9 import multiprocessing as mp
1 F821: undefined name 'orbit_partition_sizes'
- 96 setattr(new_data, 'identifiers', torch.zeros((0, sum(orbit_partition_sizes))).long())
20 E501: line too long (85 > 79 characters) (and 16 similar)
- Line too long (85 > 79 characters):
  6 from .utils_data_prep import load_data, load_zinc_data, load_ogb_data, load_g6_graphs
- Line too long (102 > 79 characters):
  29 ### compute the orbits of earch substructure in the list, as well as the vertex automorphism count
- Line too long (88 > 79 characters):
  40 subgraph_dicts.append({'subgraph': subgraph, 'orbit_partition': orbit_partition,
- Line too long (93 > 79 characters):
  41 'orbit_membership': orbit_membership, 'aut_count': aut_count})
- Line too long (106 > 79 characters):
  47 graphs, num_classes, num_node_type, num_edge_type = load_zinc_data(data_path, dataset_name, False)
- Line too long (82 > 79 characters):
  52 ### parallel computation of subgraph isomoprhisms & creation of data structure
- Line too long (88 > 79 characters):
  58 graphs_ptg = Parallel(n_jobs=num_processes, verbose=10)(delayed(_prepare)(graph,
- Line too long (97 > 79 characters):
  59 subgraph_dicts,
- Line too long (98 > 79 characters):
  60 subgraph_params,
- Line too long (95 > 79 characters):
  61 dataset_name,
- Line too long (97 > 79 characters):
  62 extract_ids_fn,
- Line too long (112 > 79 characters):
  63 count_fn) for graph in graphs)
- Line too long (89 > 79 characters):
  65 ### single-threaded computation of subgraph isomoprhisms & creation of data structure
- Line too long (110 > 79 characters):
  69 new_data = _prepare(data, subgraph_dicts, subgraph_params, dataset_name, extract_ids_fn, count_fn)
- Line too long (87 > 79 characters):
  73 return graphs_ptg, num_classes, num_node_type, num_edge_type, orbit_partition_sizes
- Line too long (81 > 79 characters):
  78 def _prepare(data, subgraph_dicts, subgraph_params, dataset_name, ex_fn, cnt_fn):
- Line too long (84 > 79 characters):
  86 setattr(new_data, 'degrees', torch_geo.utils.degree(new_data.edge_index[0]))
- Line too long (80 > 79 characters):
  92 setattr(new_data, 'y', data.label.clone().detach().unsqueeze(0).float())
- Line too long (99 > 79 characters):
  95 if new_data.edge_index.shape[1] == 0 and cnt_fn.__name__ == 'subgraph_isomorphism_edge_counts':
- Line too long (93 > 79 characters):
  96 setattr(new_data, 'identifiers', torch.zeros((0, sum(orbit_partition_sizes))).long())
4 E266: too many leading '#' for block comment