def check_integrity(self):
"""
Call this for a diagnosis if things go awry.
"""
nodes = graph.ops(self.inputs, self.outputs)
if self.apply_nodes != nodes:
missing = nodes.difference(self.apply_nodes)
excess = self.apply_nodes.difference(nodes)
raise Exception(
"The nodes are inappropriately cached. missing, in excess: ",
missing,
excess,
)
for node in nodes:
if node.fgraph is not self:
raise Exception("Node should belong to the FunctionGraph.",
node)
for i, variable in enumerate(node.inputs):
if variable.fgraph is not self:
raise Exception(
"Input of node should belong to the FunctionGraph.",
variable,
(node, i),
)
if (node, i) not in variable.clients:
raise Exception("Inconsistent clients list.", (node, i),
variable.clients)
variables = set(graph.variables(self.inputs, self.outputs))
if set(self.variables) != variables:
missing = variables.difference(self.variables)
excess = self.variables.difference(variables)
raise Exception(
"The variables are inappropriately cached. missing, in excess: ",
missing,
excess,
)
for variable in variables:
if (variable.owner is None and variable not in self.inputs
and not isinstance(variable, graph.Constant)):
raise Exception("Undeclared input.", variable)
if variable.fgraph is not self:
raise Exception("Variable should belong to the FunctionGraph.",
variable)
for node, i in variable.clients:
if node == "output":
if self.outputs[i] is not variable:
raise Exception("Inconsistent clients list.", variable,
self.outputs[i])
continue
if node not in nodes:
raise Exception("Client not in FunctionGraph.", variable,
(node, i))
if node.inputs[i] is not variable:
raise Exception("Inconsistent clients list.", variable,
node.inputs[i])
def check_integrity(self):
"""
WRITEME
Call this for a diagnosis if things go awry.
"""
nodes = graph.ops(self.inputs, self.outputs)
if self.apply_nodes != nodes:
missing = nodes.difference(self.apply_nodes)
excess = self.apply_nodes.difference(nodes)
raise Exception(
"The nodes are inappropriately cached. missing, in excess: ",
missing, excess)
for node in nodes:
if node.fgraph is not self:
raise Exception("Node should belong to the FunctionGraph.",
node)
for i, variable in enumerate(node.inputs):
if variable.fgraph is not self:
raise Exception(
"Input of node should belong to the FunctionGraph.",
variable, (node, i))
if (node, i) not in variable.clients:
raise Exception("Inconsistent clients list.",
(node, i), variable.clients)
variables = set(graph.variables(self.inputs, self.outputs))
if set(self.variables) != variables:
missing = variables.difference(self.variables)
excess = self.variables.difference(variables)
raise Exception(
"The variables are inappropriately cached. missing, in excess: ",
missing, excess)
for variable in variables:
if (variable.owner is None and
variable not in self.inputs and
not isinstance(variable, graph.Constant)):
raise Exception("Undeclared input.", variable)
if variable.fgraph is not self:
raise Exception("Variable should belong to the FunctionGraph.",
variable)
for node, i in variable.clients:
if node == 'output':
if self.outputs[i] is not variable:
raise Exception("Inconsistent clients list.",
variable, self.outputs[i])
continue
if node not in nodes:
raise Exception("Client not in FunctionGraph.",
variable, (node, i))
if node.inputs[i] is not variable:
raise Exception("Inconsistent clients list.",
variable, node.inputs[i])
def test_ops():
r1, r2, r3, r4 = MyVariable(1), MyVariable(2), MyVariable(3), MyVariable(4)
o1 = MyOp(r1, r2)
o1.name = "o1"
o2 = MyOp(r3, r4)
o2.name = "o2"
o3 = MyOp(r3, o1, o2)
o3.name = "o3"
res = ops([r1, r2], [o3])
res_list = list(res)
assert res_list == [o3.owner, o2.owner, o1.owner]
