def test_override_bool_param_ll(self):
init = self.ll_pca.hyperparam_schema('whiten')
expected = {'default': True, 'type': 'boolean'}
foo = self.ll_pca.customize_schema(whiten=schemas.Bool(default=True))
self.assertEqual(foo.hyperparam_schema('whiten'), expected)
helpers.validate_is_schema(foo._schemas)
self.assertEqual(self.ll_pca.hyperparam_schema('whiten'), init)
self.assertRaises(Exception, self.ll_pca.customize_schema, whitenX={})
def test_override_bool_param_ll(self):
init = self.ll_pca.hyperparam_schema("whiten")
expected = {"default": True, "type": "boolean"}
foo = self.ll_pca.customize_schema(whiten=schemas.Bool(default=True))
self.assertEqual(foo.hyperparam_schema("whiten"), expected)
lale.type_checking.validate_is_schema(foo._schemas)
self.assertEqual(self.ll_pca.hyperparam_schema("whiten"), init)
self.assertRaises(Exception, self.ll_pca.customize_schema, whitenX={})
def test_override_bool_param_sk(self):
with EnableSchemaValidation():
init = self.sk_pca.hyperparam_schema("whiten")
expected = {"default": True, "type": "boolean", "description": "override"}
foo = self.sk_pca.customize_schema(
whiten=schemas.Bool(default=True, desc="override")
)
self.assertEqual(foo.hyperparam_schema("whiten"), expected)
lale.type_checking.validate_is_schema(foo._schemas)
self.assertEqual(self.sk_pca.hyperparam_schema("whiten"), init)
self.assertRaises(Exception, self.sk_pca.customize_schema, whitenX=42)
def test_override_bool_param_sk(self):
init = self.sk_pca.hyperparam_schema('whiten')
expected = {'default': True,
'type': 'boolean',
'description': 'override'}
foo = self.sk_pca.customize_schema(
whiten=schemas.Bool(default=True, desc='override'))
self.assertEqual(foo.hyperparam_schema('whiten'), expected)
lale.type_checking.validate_is_schema(foo._schemas)
self.assertEqual(self.sk_pca.hyperparam_schema('whiten'), init)
self.assertRaises(Exception, self.sk_pca.customize_schema, whitenX={})