def test_ontology():
kb = KnowledgeBase()
ontology = {
"ontology": {
"season": [
"fall",
"spring",
"summer",
"winter"
],
"month": [
"january",
"february",
"march",
"april",
"may",
"june",
"july",
"august",
"september",
"october",
"november",
"december"
]
}
}
kb.load_json(ontology)
df = DialogueFlow(States.A, Speaker.USER, kb=kb)
df.add_state(States.A)
df.add_state(States.B)
df.add_state(States.C)
df.add_state(States.D)
df.add_state(States.E)
df.set_error_successor(States.A, States.E)
df.set_error_successor(States.B, States.E)
df.set_error_successor(States.C, States.E)
df.set_error_successor(States.D, States.E)
df.add_user_transition(States.A, States.B, "[#ONT(month)]")
df.add_system_transition(States.B, States.C, "B to C")
df.add_user_transition(States.C, States.D, "[$m=#ONT(month), $s=#ONT(season)]")
df.user_turn("january")
assert df.state() == States.B
assert df.system_turn() == "B to C"
df.user_turn("october is in the fall season")
assert df.state() == States.D
assert df._vars["m"] == "october"
assert df._vars["s"] == "fall"
df.set_state(States.A)
df.set_speaker(Speaker.USER)
df.user_turn("hello there", debugging=False)
assert df.state() == States.E
def test_user_multi_hop():
df = DialogueFlow(States.A, initial_speaker=Speaker.USER)
df.add_state(States.B, error_successor=States.B, user_multi_hop=True)
df.add_state(States.C, error_successor=States.A, user_multi_hop=True)
df.add_state(States.D, error_successor=States.A)
df.add_state(States.E, error_successor=States.A)
df.add_user_transition(States.A, States.B, "[{hey, hello}]")
df.add_user_transition(States.A, States.C, "[{excuse, pardon}]")
df.add_user_transition(States.B, States.D, "[how, you]")
df.add_user_transition(States.C, States.E, "[{where, how, what}]")
df.set_state(States.A)
df.user_turn("hey", debugging=False)
assert df.state() == States.B
df.set_state(States.A)
df.set_speaker(Speaker.USER)
df.user_turn("hey how are you")
assert df.state() == States.D
df.set_state(States.A)
df.set_speaker(Speaker.USER)
df.user_turn("excuse me where do i go")
assert df.state() == States.E
df.set_state(States.A)
df.set_speaker(Speaker.USER)
df.user_turn("excuse me")
assert df.state() == States.A
def test_system_multi_hop():
df = DialogueFlow(States.A, initial_speaker=Speaker.SYSTEM)
df.add_state(States.B, error_successor=States.B, system_multi_hop=True)
df.add_state(States.C, error_successor=States.A, system_multi_hop=True)
df.add_state(States.D, error_successor=States.A)
df.add_state(States.E, error_successor=States.A)
df.add_system_transition(States.A, States.B, "{hey, hello}")
df.add_system_transition(States.A, States.C, "excuse me")
df.add_system_transition(States.B, States.D, "how are you")
df.add_system_transition(States.C, States.E, "what")
for _ in range(100):
df.set_state(States.A)
df.set_speaker(Speaker.SYSTEM)
response = df.system_turn()
assert response in {"hey how are you", "hello how are you", "excuse me what"}
def test_system_multi_hop():
df = DialogueFlow(States.A, initial_speaker=Speaker.SYSTEM)
df.add_state(States.B, error_successor=States.B, system_multi_hop=True)
df.add_state(States.C, error_successor=States.A, system_multi_hop=True)
df.add_state(States.D, error_successor=States.A)
df.add_state(States.E, error_successor=States.A)
df.add_system_transition(States.A, States.B, '{hey, hello}')
df.add_system_transition(States.A, States.C, 'excuse me')
df.add_system_transition(States.B, States.D, 'how are you')
df.add_system_transition(States.C, States.E, 'what')
for _ in range(100):
df.set_state(States.A)
df.set_speaker(Speaker.SYSTEM)
response = df.system_turn()
assert response in {'hey how are you', 'hello how are you',
'excuse me what'}