def test_get_classifier_config_func():
"""Tests that the app config provider is called."""
actual = get_classifier_config(
"entity", APP_PATH, domain="domain", intent="intent"
)["params"]
expected = {"penalty": "l2", "C": 100}
assert actual == expected
def test_get_classifier_config_func_error():
"""Tests robustness to exceptions raised by a config provider."""
actual = get_classifier_config("entity", APP_PATH, domain="domain", intent="error")[
"params"
]
expected = {"error": "intent", "penalty": "l2", "C": 100}
assert actual == expected
def test_get_classifier_config():
"""Tests that the default config is returned when an app specified config doesn't exist."""
actual = get_classifier_config("domain", APP_PATH)["param_selection"]
expected = {
"type": "k-fold",
"k": 10,
"grid": {"fit_intercept": [True, False], "C": [10, 100, 1000, 10000, 100000]},
}
assert actual == expected
def test_get_classifier_config_func():
"""Tests that the app config provider is called."""
actual = get_classifier_config('entity', APP_PATH,
domain='domain', intent='intent')['params']
expected = {
'penalty': 'l2',
'C': 100
}
assert actual == expected
def test_get_classifier_config_func_error():
"""Tests robustness to exceptions raised by a config provider."""
actual = get_classifier_config('entity', APP_PATH,
domain='domain', intent='error')['params']
expected = {
'error': 'intent',
'penalty': 'l2',
'C': 100
}
assert actual == expected
def test_get_classifier_config():
"""Tests that the default config is returned when an app specified config doesn't exist."""
actual = get_classifier_config('domain', APP_PATH)['param_selection']
expected = {
'type': 'k-fold',
'k': 10,
'grid': {
'fit_intercept': [True, False],
'C': [10, 100, 1000, 10000, 100000]
}
}
assert actual == expected
def test_get_classifier_config2():
"""Tests that the app specified config is returned over the default config."""
actual = get_classifier_config('intent', APP_PATH, domain='domain')['param_selection']
expected = {
'type': 'k-fold',
'k': 5,
'grid': {
'fit_intercept': [True, False],
'C': [1, 20, 300],
'class_bias': [1, 0]
}
}
assert actual == expected
def test_get_classifier_config2():
"""Tests that the app specified config is returned over the default config."""
actual = get_classifier_config("intent", APP_PATH,
domain="domain")["param_selection"]
expected = {
"type": "k-fold",
"k": 5,
"grid": {
"fit_intercept": [True, False],
"C": [1, 20, 300],
"class_bias": [1, 0],
},
}
assert actual == expected
