def _process_local_results(self, results, targets):
"""Figure out what to return on the Client.
Parameters
----------
key : string
Key corresponding to wrapped function's return value.
Returns
-------
Varied
A DistArray (if locally all values are LocalArray), a None (if
locally all values are None), or else, pull the result back to the
client and return it. If all but one of the pulled values is None,
return that non-None value only.
"""
def is_NoneType(pxy):
return pxy.type_str == str(type(None))
def is_LocalArray(pxy):
return (isinstance(pxy, Proxy) and
pxy.type_str == "<class 'distarray.localapi.localarray.LocalArray'>")
if all(is_LocalArray(r) for r in results):
result = DistArray.from_localarrays(results[0], context=self, targets=targets)
elif all(r is None for r in results):
result = None
else:
if has_exactly_one(results):
result = next(x for x in results if x is not None)
else:
result = results
return result
def process_return_value(self, context, result_key):
"""Figure out what to return on the Client.
Parameters
----------
key : string
Key corresponding to wrapped function's return value.
Returns
-------
Varied
A DistArray (if locally all values are DistArray), a None (if
locally all values are None), or else, pull the result back to the
client and return it. If all but one of the pulled values is None,
return that non-None value only.
"""
type_key = context._generate_key()
type_statement = "{} = str(type({}))".format(type_key, result_key)
context._execute(type_statement)
result_type_str = context._pull(type_key)
def is_NoneType(typestring):
return (typestring == "<type 'NoneType'>" or
typestring == "<class 'NoneType'>")
def is_LocalArray(typestring):
return (typestring == "<class 'distarray.local.localarray."
"LocalArray'>")
if all(is_LocalArray(r) for r in result_type_str):
result = DistArray.from_localarrays(result_key, context=context)
elif all(is_NoneType(r) for r in result_type_str):
result = None
else:
result = context._pull(result_key)
if has_exactly_one(result):
result = next(x for x in result if x is not None)
return result
def _process_local_results(self, results, targets):
"""Figure out what to return on the Client.
Parameters
----------
key : string
Key corresponding to wrapped function's return value.
Returns
-------
Varied
A DistArray (if locally all values are LocalArray), a None (if
locally all values are None), or else, pull the result back to the
client and return it. If all but one of the pulled values is None,
return that non-None value only.
"""
def is_NoneType(pxy):
return pxy.type_str == str(type(None))
def is_LocalArray(pxy):
return (isinstance(pxy, Proxy) and pxy.type_str
== "<class 'distarray.localapi.localarray.LocalArray'>")
if all(is_LocalArray(r) for r in results):
result = DistArray.from_localarrays(results[0],
context=self,
targets=targets)
elif all(r is None for r in results):
result = None
else:
if has_exactly_one(results):
result = next(x for x in results if x is not None)
else:
result = results
return result
def test_has_exactly_one_multi_non_none(self):
iterable = [None, 5, 'abc', None, None]
self.assertFalse(utils.has_exactly_one(iterable))
def test_has_exactly_one_all_none(self):
iterable = [None, None, None, None, None]
self.assertFalse(utils.has_exactly_one(iterable))
def test_has_exactly_one_true(self):
iterable = [None, None, None, 55, None]
self.assertTrue(utils.has_exactly_one(iterable))
def test_has_exactly_one_multi_non_none(self):
iterable = [None, 5, 'abc', None, None]
self.assertFalse(utils.has_exactly_one(iterable))
def test_has_exactly_one_all_none(self):
iterable = [None, None, None, None, None]
self.assertFalse(utils.has_exactly_one(iterable))
def test_has_exactly_one_true(self):
iterable = [None, None, None, 55, None]
self.assertTrue(utils.has_exactly_one(iterable))