def test_enter_natex():
df = DialogueFlow('root')
transitions = {
'state': 'root',
'hello': {
'state': 'one',
'score': 2.0,
'enter': '#GATE',
'error': 'root'
},
'hi': {
'state': 'two',
'score': 1.0,
'enter': '#GATE',
'error': 'root'
},
'bye': {
'state': 'one',
'score': 1.0,
},
'goodbye': {
'state': 'three',
'score': 0.0,
'error': 'end'
}
}
df.load_transitions(transitions)
assert df.system_turn() == 'hello'
df.user_turn('hello')
assert df.system_turn() == 'hi'
df.user_turn('hi')
assert df.system_turn() == 'goodbye'
def test_user_transition_list_disjunction():
df = DialogueFlow("root", initial_speaker=Speaker.USER)
nlu = ["hello", "hi", "how are you"]
df.add_user_transition("root", "x", nlu)
df.update_state_settings("root", error_successor="y")
df.user_turn("hi")
assert df.state() == "x"
def test_unexpected_input_macro():
df = DialogueFlow("root", initial_speaker=Speaker.USER)
df.add_user_transition("root", "x", "#UNX")
df.add_system_transition("x", "y", '"So, whats for dinner?"')
df.user_turn("blah blah blah blah blah blah")
tokens = df.system_turn().split()
assert len(tokens) > 4 and "So, whats for dinner?" == " ".join(tokens[-4:])
def test_unexpected_input_macro():
df = DialogueFlow('root', initial_speaker=Speaker.USER)
df.add_user_transition('root', 'x', '#UNX')
df.add_system_transition('x', 'y', '"So, whats for dinner?"')
df.user_turn('blah blah blah blah blah blah')
tokens = df.system_turn().split()
assert len(tokens) > 4 and 'So, whats for dinner?' == ' '.join(tokens[-4:])
def test_information_state_state_set():
df = DialogueFlow('root', initial_speaker=Speaker.USER)
transitions = {
'state': 'root',
'error': {
'state': 'one',
'okay': {
'state': 'two',
'error': {
'state': 'three',
'sure': 'root'
}
}
},
'something': {
'state': 'special',
'that is great': 'root'
}
}
df.add_update_rule('[{read, watched}]', '#TRANSITION(special, 2.0)')
df.load_transitions(transitions, speaker=Speaker.USER)
df.user_turn('hi')
assert df.system_turn() == 'okay'
df.user_turn('i read a book')
assert df.state() == 'special'
assert df.system_turn() == 'that is great'
assert df.state() == 'root'
def test_virtual_transitions():
df = DialogueFlow('root')
transitions = {
'state': 'root',
'hello': {
'state': 'test',
'a': {
'something typical': 'nope'
},
'#VT(other)': 'blah'
},
'not taken': {
'state': 'other',
'score': 0,
'x': {
'you win': {
'state': 'success'
}
},
'y': {
'you win': {
'state': 'success'
}
}
}
}
df.load_transitions(transitions)
df.system_turn()
assert df.state() == 'test'
df.user_turn('x', debugging=True)
assert df.system_turn() == 'you win'
assert df.state() == 'success'
def test_virtual_transitions():
df = DialogueFlow("root")
transitions = {
"state": "root",
"hello": {
"state": "test",
"a": {
"something typical": "nope"
},
"#VT(other)": "blah",
},
"not taken": {
"state": "other",
"score": 0,
"x": {
"you win": {
"state": "success"
}
},
"y": {
"you win": {
"state": "success"
}
},
},
}
df.load_transitions(transitions)
df.system_turn()
assert df.state() == "test"
df.user_turn("x", debugging=True)
assert df.system_turn() == "you win"
assert df.state() == "success"
def test_transitions_to_transitions():
df = DialogueFlow("root", initial_speaker=Speaker.SYSTEM)
transitions = {
"state": "root",
'"Hello World!"': {"state": "state_2", "error": {'"Hi,"': "root->state_2"}},
}
df.load_transitions(transitions, speaker=Speaker.SYSTEM)
assert df.system_turn() == "Hello World!"
df.user_turn("blah")
assert df.system_turn() == "Hi, Hello World!"
def test_global_transition_list_disjunction():
df = DialogueFlow("root", initial_speaker=Speaker.USER)
nlu = ["hi", "hello"]
df.add_state("root", "x")
df.add_system_transition("x", "y", "hello")
df.add_global_nlu("x", nlu)
df.user_turn("ok")
df.system_turn()
df.user_turn("hi")
assert df.state() == "x"
def test_user_transition_list_disjunction():
df = DialogueFlow('root', initial_speaker=Speaker.USER)
nlu = [
'hello',
'hi',
'how are you'
]
df.add_user_transition('root', 'x', nlu)
df.update_state_settings('root', error_successor='y')
df.user_turn('hi')
assert df.state() == 'x'
def test_global_transition_list_disjunction():
df = DialogueFlow('root', initial_speaker=Speaker.USER)
nlu = [
'hi',
'hello'
]
df.add_state('root', 'x')
df.add_system_transition('x', 'y', 'hello')
df.add_global_nlu('x', nlu)
df.user_turn('ok')
df.system_turn()
df.user_turn('hi')
assert df.state() == 'x'
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_global_transition_priority():
df = DialogueFlow("root")
transitions = {
"state": "root",
"hello": {
"[oh]": {"score": 0.6, "okay": {}},
"[wow]": {"score": 2.0, "alright": {}},
},
}
df.add_global_nlu("root", "/.*/", score=0.7)
df.load_transitions(transitions)
df.system_turn()
df.user_turn("oh wow")
assert df.system_turn() == "alright"
def test_transitions_to_transitions():
df = DialogueFlow('root', initial_speaker=Speaker.SYSTEM)
transitions = {
'state': 'root',
'"Hello World!"': {
'state': 'state_2',
'error': {
'"Hi,"': 'root->state_2'
}
}
}
df.load_transitions(transitions, speaker=Speaker.SYSTEM)
assert df.system_turn() == 'Hello World!'
df.user_turn('blah')
assert df.system_turn() == 'Hi, Hello World!'
def test_enter_natex():
df = DialogueFlow("root")
transitions = {
"state": "root",
"hello": {"state": "one", "score": 2.0, "enter": "#GATE", "error": "root"},
"hi": {"state": "two", "score": 1.0, "enter": "#GATE", "error": "root"},
"bye": {
"state": "one",
"score": 1.0,
},
"goodbye": {"state": "three", "score": 0.0, "error": "end"},
}
df.load_transitions(transitions)
assert df.system_turn() == "hello"
df.user_turn("hello")
assert df.system_turn() == "hi"
df.user_turn("hi")
assert df.system_turn() == "goodbye"
def test_information_state_state_set():
df = DialogueFlow("root", initial_speaker=Speaker.USER)
transitions = {
"state": "root",
"error": {
"state": "one",
"okay": {"state": "two", "error": {"state": "three", "sure": "root"}},
},
"something": {"state": "special", "that is great": "root"},
}
df.add_update_rule("[{read, watched}]", "#TRANSITION(special, 2.0)")
df.load_transitions(transitions, speaker=Speaker.USER)
df.user_turn("hi")
assert df.system_turn() == "okay"
df.user_turn("i read a book")
assert df.state() == "special"
assert df.system_turn() == "that is great"
assert df.state() == "root"
def test_global_transition_priority():
df = DialogueFlow('root')
transitions = {
'state': 'root',
'hello':{
'[oh]':{
'score': 0.6,
'okay':{}
},
'[wow]':{
'score': 2.0,
'alright': {}
}
}
}
df.add_global_nlu('root', '/.*/', score=0.7)
df.load_transitions(transitions)
df.system_turn()
df.user_turn('oh wow')
assert df.system_turn() == 'alright'
def test_information_state_based_dialogue():
df = DialogueFlow("root", initial_speaker=Speaker.USER)
df.add_user_transition("root", "one", "$x=[{cat, dog}]")
df.set_error_successor("root", "one")
df.add_system_transition("one", "root", "i am a stupid state machine")
df.add_update_rule("[$x={ice cream, candy}]")
df.add_update_rule("#ANY($x=candy)", "$y=blah")
df.add_update_rule("#ANY($x=ice cream)", "$y=None")
df.add_update_rule("#ANY($y=blah)", "i am a smart info state manager (2.0)")
df.user_turn("candy", debugging=True)
assert df.system_turn().strip() == "i am a smart info state manager"
df.user_turn("ice cream", debugging=True)
assert df.system_turn(debugging=True).strip() == "i am a stupid state machine"
df.user_turn("ice cream", debugging=True)
assert df.system_turn(debugging=True).strip() == "i am a stupid state machine"
df.user_turn("ice cream", debugging=True)
assert df.system_turn(debugging=True).strip() == "i am a stupid state machine"
df.user_turn("ice cream", debugging=True)
assert df.system_turn(debugging=True).strip() == "i am a stupid state machine"
def test_information_state_based_dialogue():
df = DialogueFlow('root', initial_speaker=Speaker.USER)
df.add_user_transition('root', 'one', '$x=[{cat, dog}]')
df.set_error_successor('root', 'one')
df.add_system_transition('one', 'root', 'i am a stupid state machine')
df.add_update_rule('[$x={ice cream, candy}]')
df.add_update_rule('#ANY($x=candy)', '$y=blah')
df.add_update_rule('#ANY($x=ice cream)', '$y=None')
df.add_update_rule('#ANY($y=blah)', 'i am a smart info state manager (2.0)')
df.user_turn('candy', debugging=True)
assert df.system_turn().strip() == 'i am a smart info state manager'
df.user_turn('ice cream', debugging=True)
assert df.system_turn(debugging=True).strip() == 'i am a stupid state machine'
df.user_turn('ice cream', debugging=True)
assert df.system_turn(debugging=True).strip() == 'i am a stupid state machine'
df.user_turn('ice cream', debugging=True)
assert df.system_turn(debugging=True).strip() == 'i am a stupid state machine'
df.user_turn('ice cream', debugging=True)
assert df.system_turn(debugging=True).strip() == 'i am a stupid state machine'
def test_reset():
df = DialogueFlow(States.A, initial_speaker=Speaker.SYSTEM)
df.add_state(States.B, error_successor=States.E)
df.add_state(States.C, error_successor=States.E)
df.add_system_transition(States.A, States.B, 'B')
df.add_system_transition(States.A, States.C, 'C')
df.add_system_transition(States.E, States.E, 'E')
response = df.system_turn()
df.user_turn("")
assert df.state() == States.E
df.reset()
assert df.state() == 'States.A'
assert df.speaker() == Speaker.SYSTEM
response = df.system_turn()
df.user_turn("")
assert df.state() == States.E
df.system_turn()
assert df.state() == States.E
df.reset()
assert df.state() == States.A
assert df.speaker() == Speaker.SYSTEM
response = df.system_turn()
df.user_turn("")
assert df.state() == States.E
df.system_turn()
assert df.state() == States.E
def test_serialization():
df = DialogueFlow(States.A, initial_speaker=Speaker.SYSTEM)
df.add_state(States.B, error_successor=States.E)
df.add_state(States.C, error_successor=States.E)
df.add_system_transition(States.A, States.B, "#GATE $spoken=B")
df.add_system_transition(States.A, States.C, "#GATE(spoken) $spoken=C")
df.add_system_transition(States.E, States.E, "$spoken=E")
df.add_user_transition(States.B, States.A, "$heard=b")
df.add_user_transition(States.E, States.A, "$heard=e")
df.system_turn()
assert df.state() == States.B
assert df.vars()["spoken"] == "B"
df.user_turn("b")
df.system_turn()
assert df.state() == States.C
assert df.vars()["spoken"] == "C"
expected_gates = {"States.B": [{}], "States.C": [{"spoken": "B"}]}
assert df.gates() == expected_gates
df.vars()["testing_none"] = None
d = df.serialize()
df2 = DialogueFlow(States.A, initial_speaker=Speaker.SYSTEM)
df2.add_state(States.B, error_successor=States.E)
df2.add_state(States.C, error_successor=States.E)
df2.add_system_transition(States.A, States.B, "#GATE $spoken=B")
df2.add_system_transition(States.A, States.C, "#GATE(spoken) $spoken=C")
df2.add_system_transition(States.E, States.E, "$spoken=E")
df2.add_user_transition(States.B, States.A, "$heard=b")
df2.add_user_transition(States.E, States.A, "$heard=e")
assert df2.state() == States.A
assert "spoken" not in df2.vars() and "heard" not in df2.vars()
assert len(df2.gates()) == 0
df2.deserialize(d)
assert df.vars() == df2.vars()
assert df.gates() == df2.gates()
assert df.state() == df2.state()
assert df2.vars()["testing_none"] is None
def test_gate_none():
df = DialogueFlow('root')
transitions = {
'state': 'root',
'#GATE(var:None) hello': {
'state': 'greet',
'score': 2.0,
'hi': {
'#SET($var=True) how are ya': {'error': 'root'}
},
'error': {
'how are you': {'error': 'root'}
}
},
'hi': 'greet'
}
df.load_transitions(transitions)
assert df.system_turn().strip() == 'hello'
df.user_turn('hi')
assert df.system_turn().strip() == 'how are ya'
df.user_turn('fine')
assert df.system_turn().strip() == 'hi'
df.user_turn('oh')
assert df.system_turn().strip() == 'how are you'
def test_serialization():
df = DialogueFlow(States.A, initial_speaker=Speaker.SYSTEM)
df.add_state(States.B, error_successor=States.E)
df.add_state(States.C, error_successor=States.E)
df.add_system_transition(States.A, States.B, '#GATE $spoken=B')
df.add_system_transition(States.A, States.C, '#GATE(spoken) $spoken=C')
df.add_system_transition(States.E, States.E, '$spoken=E')
df.add_user_transition(States.B, States.A, '$heard=b')
df.add_user_transition(States.E, States.A, '$heard=e')
df.system_turn()
assert df.state() == States.B
assert df.vars()["spoken"] == "B"
df.user_turn('b')
df.system_turn()
assert df.state() == States.C
assert df.vars()["spoken"] == "C"
expected_gates = {'States.B': [{}], 'States.C': [{'spoken': 'B'}]}
assert df.gates() == expected_gates
df.vars()["testing_none"] = None
d = df.serialize()
df2 = DialogueFlow(States.A, initial_speaker=Speaker.SYSTEM)
df2.add_state(States.B, error_successor=States.E)
df2.add_state(States.C, error_successor=States.E)
df2.add_system_transition(States.A, States.B, '#GATE $spoken=B')
df2.add_system_transition(States.A, States.C, '#GATE(spoken) $spoken=C')
df2.add_system_transition(States.E, States.E, '$spoken=E')
df2.add_user_transition(States.B, States.A, '$heard=b')
df2.add_user_transition(States.E, States.A, '$heard=e')
assert df2.state() == States.A
assert 'spoken' not in df2.vars() and 'heard' not in df2.vars()
assert len(df2.gates()) == 0
df2.deserialize(d)
assert df.vars() == df2.vars()
assert df.gates() == df2.gates()
assert df.state() == df2.state()
assert df2.vars()["testing_none"] is None
def test_reset():
df = DialogueFlow(States.A, initial_speaker=Speaker.SYSTEM)
df.add_state(States.B, error_successor=States.E)
df.add_state(States.C, error_successor=States.E)
df.add_system_transition(States.A, States.B, "B")
df.add_system_transition(States.A, States.C, "C")
df.add_system_transition(States.E, States.E, "E")
# response = df.system_turn()
df.system_turn()
df.user_turn("")
assert df.state() == States.E
df.reset()
assert df.state() == "States.A"
assert df.speaker() == Speaker.SYSTEM
# response = df.system_turn()
df.system_turn()
df.user_turn("")
assert df.state() == States.E
df.system_turn()
assert df.state() == States.E
df.reset()
assert df.state() == States.A
assert df.speaker() == Speaker.SYSTEM
# response = df.system_turn()
df.system_turn()
df.user_turn("")
assert df.state() == States.E
df.system_turn()
assert df.state() == States.E
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), $s=#ONT(season)]")
df.user_turn("january")
assert df.state() == States.B
assert df.system_turn() == "B to C"
df.user_turn("october is in the fall season")
assert df.state() == States.D
assert df._vars["m"] == "october"
assert df._vars["s"] == "fall"
df.set_state(States.A)
df.set_speaker(Speaker.USER)
df.user_turn("hello there", debugging=False)
assert df.state() == States.E
def test_gate_none():
df = DialogueFlow("root")
transitions = {
"state": "root",
"#GATE(var:None) hello": {
"state": "greet",
"score": 2.0,
"hi": {"#SET($var=True) how are ya": {"error": "root"}},
"error": {"how are you": {"error": "root"}},
},
"hi": "greet",
}
df.load_transitions(transitions)
assert df.system_turn().strip() == "hello"
df.user_turn("hi")
assert df.system_turn().strip() == "how are ya"
df.user_turn("fine")
assert df.system_turn().strip() == "hi"
df.user_turn("oh")
assert df.system_turn().strip() == "how are you"
def test_stack():
df = DialogueFlow("root")
transitions = {
"state": "root",
"`What should I do?`": "gma_hospital",
"#GOAL(grandma_hospital) #GATE"
"`I cannot concentrate on a lot of things right now. "
"My grandma is in the hospital. "
"What should I do?`": {
"state": "gma_hospital",
"score": 2.0,
"[{[{dont,shouldnt,not},worry],calm,relax,distract,[mind,off]}]": {
"state": "dont_worry",
"#GATE "
"\"Okay, I will try my best not to worry. It's hard because she lives by "
"herself and won't let anyone help her very much, so I feel like this "
'will just happen again."': {
"state": "happen_again",
"[{sorry,sucks,hard}]": {
'"yeah, thanks."': {}
},
"[will,better]": {
'"I really hope you are right."': {}
},
"error": {
"state": "feel_better",
'"I actually feel a little bit better after talking with you. Thanks for listening. "':
{},
},
},
"#DEFAULT": "feel_better",
},
"#IDK": {
'"yeah, i dont know either. Its so tough."': {}
},
},
}
gma = {
"#GOAL(why_grandma_hospital) "
"[{[why,hospital],wrong,happened}]": {
"state": "why_grandma_hospital",
'"She is just so frail. I can hardly believe it. '
'She fell off of a stool in the kitchen and broke her hip."': {
"[dont worry]": {"#GRET(grandma_hospital,dont_worry)"},
"error": {
"#GRET": "return"
},
},
},
"#GOAL(grandma_hospital_before) "
"[{has,was},{she,grandma},hospital,{before,earlier,previously}]": {
"state": "grandma_hospital_before",
'"No, this is the first time, thank goodness."': {
"error": {
"#GRET": "return"
}
},
},
}
df.load_transitions(transitions)
df.load_transitions(gma, speaker=DialogueFlow.Speaker.USER)
df.add_global_nlu(
"why_grandma_hospital",
"#GOAL(why_grandma_hospital) [{[why,hospital],wrong,happened}]",
score=0.7,
)
df.add_global_nlu(
"grandma_hospital_before",
"#GOAL(grandma_hospital_before) [{has,was},{she,grandma},hospital,{before,earlier,previously}]",
score=0.7,
)
# r = df.system_turn()
df.system_turn()
assert df.vars()["__goal__"] == "grandma_hospital"
assert len(df.vars()["__stack__"]) == 0
assert df.state() == "gma_hospital"
df.user_turn("what happened")
assert df.state() == "why_grandma_hospital"
assert df.vars()["__goal_return_state__"] == "None"
assert df.vars()["__goal__"] == "why_grandma_hospital"
assert len(df.vars()["__stack__"]) == 1
assert df.vars()["__stack__"][0][0] == "grandma_hospital"
assert "fell off of a stool" in df.system_turn()
df.user_turn("oh no", debugging=True)
assert "What should I do" in df.system_turn(debugging=True)
assert df.state() == "gma_hospital"
assert df.vars()["__goal__"] == "grandma_hospital"
assert len(df.vars()["__stack__"]) == 0
df.user_turn("dont worry")
assert df.state() == "dont_worry"
assert "she lives by herself" in df.system_turn()
df.user_turn("has your grandma been in the hospital before this")
assert df.state() == "grandma_hospital_before"
assert df.vars()["__goal__"] == "grandma_hospital_before"
assert len(df.vars()["__stack__"]) == 1
assert df.vars()["__stack__"][0][0] == "grandma_hospital"
assert "this is the first time" in df.system_turn()
df.user_turn("ok that is good")
assert "feel a little bit better" in df.system_turn()
assert df.vars()["__goal__"] == "grandma_hospital"
assert len(df.vars()["__stack__"]) == 0
def test_stack():
df = DialogueFlow('root')
transitions = {
'state': 'root',
'`What should I do?`': 'gma_hospital',
'#GOAL(grandma_hospital) #GATE'
'`I cannot concentrate on a lot of things right now. '
'My grandma is in the hospital. '
'What should I do?`': {
'state': 'gma_hospital',
'score': 2.0,
'[{[{dont,shouldnt,not},worry],calm,relax,distract,[mind,off]}]': {
'state': 'dont_worry',
'#GATE '
'"Okay, I will try my best not to worry. It\'s hard because she lives by '
'herself and won\'t let anyone help her very much, so I feel like this '
'will just happen again."': {
'state': 'happen_again',
'[{sorry,sucks,hard}]': {
'"yeah, thanks."': {}
},
'[will,better]': {
'"I really hope you are right."': {}
},
'error': {
'state': 'feel_better',
'"I actually feel a little bit better after talking with you. Thanks for listening. "':
{}
}
},
'#DEFAULT': 'feel_better'
},
'#IDK': {
'"yeah, i dont know either. Its so tough."': {}
}
}
}
gma = {
'#GOAL(why_grandma_hospital) '
'[{[why,hospital],wrong,happened}]': {
'state': 'why_grandma_hospital',
'"She is just so frail. I can hardly believe it. '
'She fell off of a stool in the kitchen and broke her hip."': {
'[dont worry]': {'#GRET(grandma_hospital,dont_worry)'},
'error': {
'#GRET': 'return'
}
}
},
'#GOAL(grandma_hospital_before) '
'[{has,was},{she,grandma},hospital,{before,earlier,previously}]': {
'state': 'grandma_hospital_before',
'"No, this is the first time, thank goodness."': {
'error': {
'#GRET': 'return'
}
}
}
}
df.load_transitions(transitions)
df.load_transitions(gma, speaker=DialogueFlow.Speaker.USER)
df.add_global_nlu(
'why_grandma_hospital',
'#GOAL(why_grandma_hospital) [{[why,hospital],wrong,happened}]',
score=0.7)
df.add_global_nlu(
'grandma_hospital_before',
'#GOAL(grandma_hospital_before) [{has,was},{she,grandma},hospital,{before,earlier,previously}]',
score=0.7)
r = df.system_turn()
assert df.vars()['__goal__'] == 'grandma_hospital'
assert len(df.vars()['__stack__']) == 0
assert df.state() == 'gma_hospital'
df.user_turn("what happened")
assert df.state() == "why_grandma_hospital"
assert df.vars()['__goal_return_state__'] == 'None'
assert df.vars()['__goal__'] == 'why_grandma_hospital'
assert len(df.vars()['__stack__']) == 1
assert df.vars()['__stack__'][0][0] == 'grandma_hospital'
assert "fell off of a stool" in df.system_turn()
df.user_turn("oh no", debugging=True)
assert "What should I do" in df.system_turn(debugging=True)
assert df.state() == 'gma_hospital'
assert df.vars()['__goal__'] == 'grandma_hospital'
assert len(df.vars()['__stack__']) == 0
df.user_turn("dont worry")
assert df.state() == 'dont_worry'
assert "she lives by herself" in df.system_turn()
df.user_turn("has your grandma been in the hospital before this")
assert df.state() == 'grandma_hospital_before'
assert df.vars()['__goal__'] == 'grandma_hospital_before'
assert len(df.vars()['__stack__']) == 1
assert df.vars()['__stack__'][0][0] == 'grandma_hospital'
assert "this is the first time" in df.system_turn()
df.user_turn("ok that is good")
assert "feel a little bit better" in df.system_turn()
assert df.vars()['__goal__'] == 'grandma_hospital'
assert len(df.vars()['__stack__']) == 0