def apply_from_serde(join_tree):
"""
Applies propagation to join tree from a deserialzed join tree.
:param join_tree: Join tree.
:return: Join tree (the same one passed in).
"""
join_tree.listener = None
join_tree.evidences = dict()
PotentialInitializer.reinit(join_tree)
Initializer.initialize(join_tree)
Propagator.propagate(join_tree)
join_tree.set_listener(InferenceController())
return join_tree
def reapply(join_tree, cpts):
"""
Reapply propagation to join tree with new CPTs. The join tree structure is kept but the BBN node CPTs
are updated. A new instance/copy of the join tree will be returned.
:param join_tree: Join tree.
:param cpts: Dictionary of new CPTs. Keys are id's of nodes and values are new CPTs.
:return: Join tree.
"""
jt = copy.deepcopy(join_tree)
jt.update_bbn_cpts(cpts)
jt.listener = None
jt.evidences = dict()
PotentialInitializer.reinit(jt)
Initializer.initialize(jt)
Propagator.propagate(jt)
jt.set_listener(InferenceController())
return jt
