def test_empty_response_removal():
response_results = [
ResponseSelectionEvaluationResult(None, None, "What's the weather",
0.65432),
ResponseSelectionEvaluationResult("chitchat/ask_name",
"chitchat/ask_name",
"What's your name?", 0.98765),
# This happens if response selection test data is present but no response
# selector is part of the model
ResponseSelectionEvaluationResult("chitchat/ask_name", None,
"What's your name?", None),
]
response_results = remove_empty_response_examples(response_results)
assert len(response_results) == 2
assert response_results[
0].intent_response_key_target == "chitchat/ask_name"
assert response_results[
0].intent_response_key_prediction == "chitchat/ask_name"
assert response_results[0].confidence == 0.98765
assert response_results[0].message == "What's your name?"
assert response_results[
1].intent_response_key_target == "chitchat/ask_name"
assert response_results[1].intent_response_key_prediction == ""
assert response_results[1].confidence == 0.0
assert response_results[1].message == "What's your name?"
def test_empty_response_removal():
response_results = [
ResponseSelectionEvaluationResult(None, None, "What's the weather", 0.65432),
ResponseSelectionEvaluationResult(
"chitchat/ask_name", "chitchat/ask_name", "What's your name?", 0.98765
),
]
response_results = remove_empty_response_examples(response_results)
assert len(response_results) == 1
assert response_results[0].intent_response_key_target == "chitchat/ask_name"
assert response_results[0].intent_response_key_prediction == "chitchat/ask_name"
assert response_results[0].confidence == 0.98765
assert response_results[0].message == "What's your name?"
def test_empty_response_removal():
response_results = [
ResponseSelectionEvaluationResult("chitchat", None,
"It's sunny in Berlin",
"What's the weather", 0.65432),
ResponseSelectionEvaluationResult(
"chitchat",
"My name is Mr.bot",
"My name is Mr.bot",
"What's your name?",
0.98765,
),
]
response_results = remove_empty_response_examples(response_results)
assert len(response_results) == 1
assert response_results[0].intent_target == "chitchat"
assert response_results[0].response_target == "My name is Mr.bot"
assert response_results[0].response_prediction == "My name is Mr.bot"
assert response_results[0].confidence == 0.98765
assert response_results[0].message == "What's your name?"
