def test_examples_local_engine(self):
list_all_examples = get_wf_example_classes()
for example in list_all_examples:
# if example().__class__.__name__ == "WFExample1" or\
# example().__class__.__name__ == "WFExample2":
# example = list_all_examples[0]
wf = example().get_workflow()
local_engine_wf = example().get_workflow()
sfw_engine_wf = example().get_workflow()
wf.run(X=self.X, y=self.y)
local_engine = LocalEngine(tree_root=local_engine_wf,
num_processes=self.n_cores)
local_engine_wf = local_engine.run(X=self.X, y=self.y)
sfw_engine = SomaWorkflowEngine(tree_root=sfw_engine_wf,
num_processes=self.n_cores,
#resource_id="ed203246@gabriel",
#login="******",
remove_finished_wf=False,
remove_local_tree=False
)
sfw_engine_wf = sfw_engine.run(X=self.X, y=self.y)
self.assertTrue(compare_two_node(wf, local_engine_wf))
self.assertTrue(compare_two_node(wf, sfw_engine_wf))
self.assertTrue(comp_2wf_reduce_res(wf, local_engine_wf))
self.assertTrue(comp_2wf_reduce_res(wf, sfw_engine_wf))
def test_examples_local_engine(self):
list_all_examples = get_wf_example_classes()
for example in list_all_examples:
# if example().__class__.__name__ == "WFExample1" or\
# example().__class__.__name__ == "WFExample2":
# example = list_all_examples[0]
wf = example().get_workflow()
local_engine_wf = example().get_workflow()
sfw_engine_wf = example().get_workflow()
wf.run(X=self.X, y=self.y)
local_engine = LocalEngine(tree_root=local_engine_wf,
num_processes=self.n_cores)
local_engine_wf = local_engine.run(X=self.X, y=self.y)
sfw_engine = SomaWorkflowEngine(
tree_root=sfw_engine_wf,
num_processes=self.n_cores,
#resource_id="ed203246@gabriel",
#login="******",
remove_finished_wf=False,
remove_local_tree=False)
sfw_engine_wf = sfw_engine.run(X=self.X, y=self.y)
self.assertTrue(compare_two_node(wf, local_engine_wf))
self.assertTrue(compare_two_node(wf, sfw_engine_wf))
self.assertTrue(comp_2wf_reduce_res(wf, local_engine_wf))
self.assertTrue(comp_2wf_reduce_res(wf, sfw_engine_wf))
def test_examples_local_engine(self):
list_all_examples = get_wf_example_classes()
for example in list_all_examples:
# example = list_all_examples[0]
wf = example().get_workflow()
wf.run(X=self.X, y=self.y)
local_engine = LocalEngine(tree_root=wf,
num_processes=self.n_cores)
local_engine_wf = local_engine.run(X=self.X, y=self.y)
sfw_engine = SomaWorkflowEngine(
tree_root=wf,
num_processes=self.n_cores)
sfw_engine_wf = sfw_engine.run(X=self.X, y=self.y)
self.assertTrue(comp_2wf_reduce_res(wf, local_engine_wf))
self.assertTrue(comp_2wf_reduce_res(wf, sfw_engine_wf))