def test_clone_merge_no_merge_literals():
a, b, c = as_apply((2, 3, 2))
d = (a + b) * (c + b)
len_d = len(dfs(d))
e = clone_merge(d, merge_literals=False)
assert len_d == len(dfs(d))
assert len_d == len(dfs(e))
assert e.eval() == d.eval()
def test_clone_merge_no_merge_literals():
a, b, c = as_apply((2, 3, 2))
d = (a + b) * (c + b)
len_d = len(dfs(d))
e = clone_merge(d, merge_literals=False)
assert len_d == len(dfs(d))
assert len_d == len(dfs(e))
assert e.eval() == d.eval()
def _validate_space_exhaustive_search(space):
from hyperopt.pyll.base import dfs, as_apply
from hyperopt.pyll.stochastic import implicit_stochastic_symbols
supported_stochastic_symbols = ['randint', 'quniform', 'qloguniform', 'qnormal', 'qlognormal', 'categorical']
for node in dfs(as_apply(space)):
if node.name in implicit_stochastic_symbols:
if node.name not in supported_stochastic_symbols:
raise ExhaustiveSearchError(
'Exhaustive search is only possible with the following stochastic symbols: '
'' + ', '.join(supported_stochastic_symbols)
)
def test_dfs():
dd = as_apply({"c": 11, "d": 12})
d = {"a": 9, "b": dd, "y": dd, "z": dd + 1}
ad = as_apply(d)
order = dfs(ad)
print([str(o) for o in order])
assert order[0]._obj == 9
assert order[1]._obj == 11
assert order[2]._obj == 12
assert order[3].named_args[0][0] == "c"
assert order[4]._obj == 1
assert order[5].name == "add"
assert order[6].named_args[0][0] == "a"
assert len(order) == 7
def test_dfs():
dd = as_apply({'c': 11, 'd': 12})
d = {'a': 9, 'b': dd, 'y': dd, 'z': dd + 1}
ad = as_apply(d)
order = dfs(ad)
print([str(o) for o in order])
assert order[0]._obj == 9
assert order[1]._obj == 11
assert order[2]._obj == 12
assert order[3].named_args[0][0] == 'c'
assert order[4]._obj == 1
assert order[5].name == 'add'
assert order[6].named_args[0][0] == 'a'
assert len(order) == 7
def test_dfs():
dd = as_apply({'c': 11, 'd': 12})
d = {'a': 9, 'b': dd, 'y': dd, 'z': dd + 1}
ad = as_apply(d)
order = dfs(ad)
print([str(o) for o in order])
assert order[0]._obj == 9
assert order[1]._obj == 11
assert order[2]._obj == 12
assert order[3].named_args[0][0] == 'c'
assert order[4]._obj == 1
assert order[5].name == 'add'
assert order[6].named_args[0][0] == 'a'
assert len(order) == 7