def test_check_input_dict():
obs = {'guest' : 'A'}
_check_input(obs, monty_network)
obs = {'guest' : 'NaN'}
assert_raises(ValueError, _check_input, obs, monty_network)
obs = {'guest' : None}
assert_raises(ValueError, _check_input, obs, monty_network)
obs = {'guest' : numpy.nan}
assert_raises(ValueError, _check_input, obs, monty_network)
obs = {'guest' : 'NaN', 'prize' : 'B'}
assert_raises(ValueError, _check_input, obs, monty_network)
obs = {'guest' : 'A', 'prize' : 'C'}
_check_input(obs, monty_network)
obs = {'guest' : 'A', 'prize' : 'C', 'monty' : 'C'}
_check_input(obs, monty_network)
obs = {'guest' : DiscreteDistribution({'A' : 0.25,
'B' : 0.25, 'C' : 0.50})}
_check_input(obs, monty_network)
obs = {'hello' : 'A', 'prize' : 'B'}
assert_raises(ValueError, _check_input, obs, monty_network)
def test_check_input_dict():
obs = {'guest' : 'A'}
_check_input(obs, monty_network)
obs = {'guest' : 'NaN'}
assert_raises(ValueError, _check_input, obs, monty_network)
obs = {'guest' : None}
assert_raises(ValueError, _check_input, obs, monty_network)
obs = {'guest' : numpy.nan}
assert_raises(ValueError, _check_input, obs, monty_network)
obs = {'guest' : 'NaN', 'prize' : 'B'}
assert_raises(ValueError, _check_input, obs, monty_network)
obs = {'guest' : 'A', 'prize' : 'C'}
_check_input(obs, monty_network)
obs = {'guest' : 'A', 'prize' : 'C', 'monty' : 'C'}
_check_input(obs, monty_network)
obs = {'guest' : DiscreteDistribution({'A' : 0.25,
'B' : 0.25, 'C' : 0.50})}
_check_input(obs, monty_network)
obs = {'hello' : 'A', 'prize' : 'B'}
assert_raises(ValueError, _check_input, obs, monty_network)
def test_check_input_list_of_lists():
obs = ['A', None, None]
_check_input([obs], monty_network)
obs = ['A', numpy.nan, numpy.nan]
_check_input([obs], monty_network)
obs = numpy.array(['A', None, None])
_check_input([obs], monty_network)
obs = numpy.array(['A', numpy.nan, numpy.nan])
_check_input([obs], monty_network)
obs = numpy.array(['A', 'B', 'C'])
_check_input([obs], monty_network)
obs = numpy.array(['NaN', numpy.nan, numpy.nan])
assert_raises(ValueError, _check_input, [obs], monty_network)
obs = numpy.array(['A', 'B', 'D'])
assert_raises(ValueError, _check_input, [obs], monty_network)
obs = ['A']
assert_raises(ValueError, _check_input, [obs], monty_network)
obs = ['A', 'C', 'E', 'F']
assert_raises(ValueError, _check_input, [obs], monty_network)
d = DiscreteDistribution({'A': 0.25, 'B': 0.25, 'C': 0.25})
obs = [d, None, None]
_check_input([obs], monty_network)
e = DiscreteDistribution({'A': 0.25, 'B': 0.25, 'D': 0.25})
obs = [e, None, None]
assert_raises(ValueError, _check_input, [obs], monty_network)
obs = [['A', None, None], ['A', numpy.nan, numpy.nan], ['A', 'B', 'C'],
['A', None, 'C'], [None, 'B', 'C'], [d, None, None]]
_check_input(obs, monty_network)
obs.append([e, None, None])
assert_raises(ValueError, _check_input, obs, monty_network)
def test_check_input_list_of_lists():
obs = ['A', None, None]
_check_input([obs], monty_network)
obs = ['A', numpy.nan, numpy.nan]
_check_input([obs], monty_network)
obs = numpy.array(['A', None, None])
_check_input([obs], monty_network)
obs = numpy.array(['A', numpy.nan, numpy.nan])
_check_input([obs], monty_network)
obs = numpy.array(['A', 'B', 'C'])
_check_input([obs], monty_network)
obs = numpy.array(['NaN', numpy.nan, numpy.nan])
assert_raises(ValueError, _check_input, [obs], monty_network)
obs = numpy.array(['A', 'B', 'D'])
assert_raises(ValueError, _check_input, [obs], monty_network)
obs = ['A']
assert_raises(ValueError, _check_input, [obs], monty_network)
obs = ['A', 'C', 'E', 'F']
assert_raises(ValueError, _check_input, [obs], monty_network)
d = DiscreteDistribution({'A': 0.25, 'B': 0.25, 'C': 0.25})
obs = [d, None, None]
_check_input([obs], monty_network)
e = DiscreteDistribution({'A': 0.25, 'B': 0.25, 'D': 0.25})
obs = [e, None, None]
assert_raises(ValueError, _check_input, [obs], monty_network)
obs = [['A', None, None], ['A', numpy.nan, numpy.nan], ['A', 'B', 'C'],
['A', None, 'C'], [None, 'B', 'C'], [d, None, None]]
_check_input(obs, monty_network)
obs.append([e, None, None])
assert_raises(ValueError, _check_input, obs, monty_network)