81 lines
2.3 KiB
Python
81 lines
2.3 KiB
Python
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from sklearn.utils.testing import assert_true, assert_false
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from sklearn.utils.metaestimators import if_delegate_has_method
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class Prefix(object):
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def func(self):
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pass
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class MockMetaEstimator(object):
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"""This is a mock meta estimator"""
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a_prefix = Prefix()
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@if_delegate_has_method(delegate="a_prefix")
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def func(self):
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"""This is a mock delegated function"""
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pass
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def test_delegated_docstring():
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assert_true("This is a mock delegated function"
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in str(MockMetaEstimator.__dict__['func'].__doc__))
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assert_true("This is a mock delegated function"
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in str(MockMetaEstimator.func.__doc__))
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assert_true("This is a mock delegated function"
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in str(MockMetaEstimator().func.__doc__))
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class MetaEst(object):
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"""A mock meta estimator"""
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def __init__(self, sub_est, better_sub_est=None):
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self.sub_est = sub_est
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self.better_sub_est = better_sub_est
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@if_delegate_has_method(delegate='sub_est')
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def predict(self):
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pass
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class MetaEstTestTuple(MetaEst):
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"""A mock meta estimator to test passing a tuple of delegates"""
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@if_delegate_has_method(delegate=('sub_est', 'better_sub_est'))
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def predict(self):
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pass
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class MetaEstTestList(MetaEst):
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"""A mock meta estimator to test passing a list of delegates"""
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@if_delegate_has_method(delegate=['sub_est', 'better_sub_est'])
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def predict(self):
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pass
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class HasPredict(object):
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"""A mock sub-estimator with predict method"""
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def predict(self):
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pass
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class HasNoPredict(object):
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"""A mock sub-estimator with no predict method"""
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pass
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def test_if_delegate_has_method():
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assert_true(hasattr(MetaEst(HasPredict()), 'predict'))
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assert_false(hasattr(MetaEst(HasNoPredict()), 'predict'))
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assert_false(
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hasattr(MetaEstTestTuple(HasNoPredict(), HasNoPredict()), 'predict'))
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assert_true(
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hasattr(MetaEstTestTuple(HasPredict(), HasNoPredict()), 'predict'))
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assert_false(
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hasattr(MetaEstTestTuple(HasNoPredict(), HasPredict()), 'predict'))
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assert_false(
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hasattr(MetaEstTestList(HasNoPredict(), HasPredict()), 'predict'))
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assert_true(
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hasattr(MetaEstTestList(HasPredict(), HasPredict()), 'predict'))
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