File size: 1,844 Bytes
476455e | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 | # Copyright Amazon.com, Inc. or its affiliates. All Rights Reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License"). You
# may not use this file except in compliance with the License. A copy of
# the License is located at
#
# http://aws.amazon.com/apache2.0/
#
# or in the "license" file accompanying this file. This file is
# distributed on an "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF
# ANY KIND, either express or implied. See the License for the specific
# language governing permissions and limitations under the License.
from __future__ import absolute_import
import pytest
from sagemaker.amazon.hyperparameter import Hyperparameter
class Test(object):
blank = Hyperparameter(name="some-name", data_type=int)
elizabeth = Hyperparameter(name="elizabeth")
validated = Hyperparameter(name="validated", validate=lambda value: value > 55, data_type=int)
def test_blank_access():
x = Test()
# blank isn't set yet, so accessing it is an error
with pytest.raises(AttributeError):
x.blank
def test_blank():
x = Test()
x.blank = 82
assert x.blank == 82
def test_delete():
x = Test()
x.blank = 97
assert x.blank == 97
del x.blank
with pytest.raises(AttributeError):
x.blank
def test_name():
x = Test()
with pytest.raises(AttributeError) as excinfo:
x.elizabeth
assert "elizabeth" in excinfo
def test_validated():
x = Test()
x.validated = 66
with pytest.raises(ValueError):
x.validated = 23
def test_data_type():
x = Test()
x.validated = 66
assert type(x.validated) == Test.__dict__["validated"].data_type
def test_from_string():
x = Test()
value = 65
x.validated = value
from_api = str(value)
x.validated = from_api
assert x.validated == value
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