@@ -241,20 +241,32 @@ def test_caching(self):
241241 batch_from_disk = next (iter (cached_train_loader_from_disk ))
242242
243243 # Features are the same
244- np .testing .assert_array_almost_equal (batch ["features" ].edge_index , batch_from_ram ["features" ].edge_index )
245- np .testing .assert_array_almost_equal (batch ["features" ].edge_index , batch_from_disk ["features" ].edge_index )
244+ np .testing .assert_array_almost_equal (
245+ batch ["features" ].edge_index , batch_from_ram ["features" ].edge_index
246+ )
247+ np .testing .assert_array_almost_equal (
248+ batch ["features" ].edge_index , batch_from_disk ["features" ].edge_index
249+ )
246250
247251 assert batch ["features" ].num_nodes == batch_from_ram ["features" ].num_nodes
248252 assert batch ["features" ].num_nodes == batch_from_disk ["features" ].num_nodes
249253
250- np .testing .assert_array_almost_equal (batch ["features" ].edge_weight , batch_from_ram ["features" ].edge_weight )
251- np .testing .assert_array_almost_equal (batch ["features" ].edge_weight , batch_from_disk ["features" ].edge_weight )
254+ np .testing .assert_array_almost_equal (
255+ batch ["features" ].edge_weight , batch_from_ram ["features" ].edge_weight
256+ )
257+ np .testing .assert_array_almost_equal (
258+ batch ["features" ].edge_weight , batch_from_disk ["features" ].edge_weight
259+ )
252260
253261 np .testing .assert_array_almost_equal (batch ["features" ].feat , batch_from_ram ["features" ].feat )
254262 np .testing .assert_array_almost_equal (batch ["features" ].feat , batch_from_disk ["features" ].feat )
255263
256- np .testing .assert_array_almost_equal (batch ["features" ].edge_feat , batch_from_ram ["features" ].edge_feat )
257- np .testing .assert_array_almost_equal (batch ["features" ].edge_feat , batch_from_disk ["features" ].edge_feat )
264+ np .testing .assert_array_almost_equal (
265+ batch ["features" ].edge_feat , batch_from_ram ["features" ].edge_feat
266+ )
267+ np .testing .assert_array_almost_equal (
268+ batch ["features" ].edge_feat , batch_from_disk ["features" ].edge_feat
269+ )
258270
259271 np .testing .assert_array_almost_equal (batch ["features" ].batch , batch_from_ram ["features" ].batch )
260272 np .testing .assert_array_almost_equal (batch ["features" ].batch , batch_from_disk ["features" ].batch )
@@ -263,8 +275,12 @@ def test_caching(self):
263275 np .testing .assert_array_almost_equal (batch ["features" ].ptr , batch_from_disk ["features" ].ptr )
264276
265277 # Labels are the same
266- np .testing .assert_array_almost_equal (batch ["labels" ].graph_task_1 , batch_from_ram ["labels" ].graph_task_1 )
267- np .testing .assert_array_almost_equal (batch ["labels" ].graph_task_1 , batch_from_disk ["labels" ].graph_task_1 )
278+ np .testing .assert_array_almost_equal (
279+ batch ["labels" ].graph_task_1 , batch_from_ram ["labels" ].graph_task_1
280+ )
281+ np .testing .assert_array_almost_equal (
282+ batch ["labels" ].graph_task_1 , batch_from_disk ["labels" ].graph_task_1
283+ )
268284
269285 np .testing .assert_array_almost_equal (batch ["labels" ].x , batch_from_ram ["labels" ].x )
270286 np .testing .assert_array_almost_equal (batch ["labels" ].x , batch_from_disk ["labels" ].x )
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