from pybbn.graph.dag import Bbn
# deserialize
bbn = Bbn.from_json('simple-bbn.json')
import time
from pybbn.graph.dag import Bbn
from pybbn.pptc.inferencecontroller import InferenceController
# deserialization 0.02801
# junction tree 6.10584
start = time.time()
bbn = Bbn.from_json('singly-bbn.json')
stop = time.time()
diff = stop - start
print(f'deserialization {diff:.5f}')
start = time.time()
join_tree = InferenceController.apply(bbn)
stop = time.time()
diff = stop - start
print(f'junction tree {diff:.5f}')
import time
from pybbn.graph.dag import Bbn
from pybbn.pptc.inferencecontroller import InferenceController
# deserialization 0.02502
# junction tree 19.76524
start = time.time()
bbn = Bbn.from_json('multi-bbn.json')
stop = time.time()
diff = stop - start
print(f'deserialization {diff:.5f}')
start = time.time()
join_tree = InferenceController.apply(bbn)
stop = time.time()
diff = stop - start
print(f'junction tree {diff:.5f}')
