def _get_variables(self):
self.variables = set()
self.applies = set()
self.application_calls = set()
self.updates = []
def recursion(current):
self.variables.add(current)
if hasattr(current.tag, 'application_call'):
logger.debug("found application call of {}".format(current))
application_call = current.tag.application_call
if application_call not in self.application_calls:
self.application_calls.add(application_call)
for av in application_call.auxiliary_variables:
av.tag.application_call = current.tag.application_call
recursion(av)
self.updates.extend(application_call.updates)
if current.owner:
owner = current.owner
if owner not in self.applies:
if hasattr(owner.tag, 'updates'):
logger.debug(
"found updates in application of {}".format(owner))
self.updates.extend(owner.tag.updates.items())
self.applies.add(owner)
for input_ in owner.inputs:
if input_ not in self.variables:
recursion(input_)
for output in self.outputs:
if output not in self.variables:
recursion(output)
self.inputs = [v for v in self.variables if is_graph_input(v)]
def has_inputs(self, variable):
"""Check if a variable depends on input variables.
Returns
-------
bool
``True`` if the given variable depends on input variables,
``False`` otherwise.
"""
if variable not in self._has_inputs:
self._has_inputs[variable] = False
if is_graph_input(variable):
self._has_inputs[variable] = True
elif getattr(variable, 'owner', None):
for dependancy in variable.owner.inputs:
if self.has_inputs(dependancy):
self._has_inputs[variable] = True
return self._has_inputs[variable]
def has_inputs(self, variable):
"""Check if a variable depends on input variables.
Returns
-------
bool
``True`` if the given variable depends on input variables,
``False`` otherwise.
"""
if variable not in self._has_inputs:
self._has_inputs[variable] = False
if is_graph_input(variable):
self._has_inputs[variable] = True
elif getattr(variable, 'owner', None):
for dependancy in variable.owner.inputs:
if self.has_inputs(dependancy):
self._has_inputs[variable] = True
return self._has_inputs[variable]
def inputs(self):
"""Inputs to the graph, excluding constants and shared variables."""
return [var for var in self.variables if is_graph_input(var)]
def inputs(self):
"""Inputs to the graph, excluding constants and shared variables."""
return [var for var in self.variables if is_graph_input(var)]