def unbufferize(worker: AbstractWorker,
protobuf_placeholder: PlaceholderPB) -> "PlaceHolder":
"""
This function reconstructs a PlaceHolder given it's attributes in form of a Protobuf message.
Args:
worker: the worker doing the deserialization
protobuf_placeholder: a Protobuf message holding the attributes of the PlaceHolder
Returns:
PlaceHolder: a PlaceHolder
"""
tensor_id = syft.serde.protobuf.proto.get_protobuf_id(
protobuf_placeholder.id)
tags = set(protobuf_placeholder.tags)
description = None
if bool(protobuf_placeholder.description):
description = protobuf_placeholder.description
if not hasattr(worker, "_tmp_placeholders"):
worker._tmp_placeholders = {}
if tensor_id not in worker._tmp_placeholders:
tensor = PlaceHolder(owner=worker,
id=tensor_id,
tags=tags,
description=description)
worker._tmp_placeholders[tensor_id] = tensor
return worker._tmp_placeholders[tensor_id]
def detail(worker: AbstractWorker, tensor_tuple: tuple) -> "PlaceHolder":
"""
This function reconstructs a PlaceHolder given it's attributes in form of a tuple.
Args:
worker: the worker doing the deserialization
tensor_tuple: a tuple holding the attributes of the PlaceHolder
Returns:
PlaceHolder: a PlaceHolder
"""
tensor_id, tags, description = tensor_tuple
tensor_id = syft.serde.msgpack.serde._detail(worker, tensor_id)
tags = syft.serde.msgpack.serde._detail(worker, tags)
description = syft.serde.msgpack.serde._detail(worker, description)
if not hasattr(worker, "_tmp_placeholders"):
worker._tmp_placeholders = {}
if tensor_id not in worker._tmp_placeholders:
tensor = PlaceHolder(owner=worker,
id=tensor_id,
tags=tags,
description=description)
worker._tmp_placeholders[tensor_id] = tensor
return worker._tmp_placeholders[tensor_id]
def unbufferize(worker: AbstractWorker, protobuf_plan: PlanPB) -> "Plan":
"""This function reconstructs a Plan object given its attributes in the form of a Protobuf message
Args:
worker: the worker doing the deserialization
protobuf_plan: a Protobuf message holding the attributes of the Plan
Returns:
plan: a Plan object
"""
worker._tmp_placeholders = {}
id = sy.serde.protobuf.proto.get_protobuf_id(protobuf_plan.id)
operations = []
for operation in protobuf_plan.operations:
op_msg = OperationMessagePB()
op_msg.operation.CopyFrom(operation)
operations.append(op_msg)
operations = [
sy.serde.protobuf.serde._unbufferize(worker, operation)
for operation in operations
]
state = sy.serde.protobuf.serde._unbufferize(worker,
protobuf_plan.state)
placeholders = [
sy.serde.protobuf.serde._unbufferize(worker, placeholder)
for placeholder in protobuf_plan.placeholders
]
placeholders = dict([(placeholder.id, placeholder)
for placeholder in placeholders])
plan = sy.Plan(
include_state=protobuf_plan.include_state,
is_built=protobuf_plan.is_built,
operations=operations,
placeholders=placeholders,
id=id,
owner=worker,
)
del worker._tmp_placeholders
plan.state = state
state.plan = plan
plan.name = protobuf_plan.name
if protobuf_plan.tags:
plan.tags = set(protobuf_plan.tags)
if protobuf_plan.description:
plan.description = protobuf_plan.description
return plan
def detail(worker: AbstractWorker, plan_tuple: tuple) -> "Plan":
"""This function reconstructs a Plan object given its attributes in the form of a tuple.
Args:
worker: the worker doing the deserialization
plan_tuple: a tuple holding the attributes of the Plan
Returns:
plan: a Plan object
"""
(
id,
actions,
state,
include_state,
is_built,
name,
tags,
description,
placeholders,
) = plan_tuple
worker._tmp_placeholders = {}
id = sy.serde.msgpack.serde._detail(worker, id)
actions = sy.serde.msgpack.serde._detail(worker, actions)
state = sy.serde.msgpack.serde._detail(worker, state)
placeholders = sy.serde.msgpack.serde._detail(worker, placeholders)
plan = sy.Plan(
include_state=include_state,
is_built=is_built,
actions=actions,
placeholders=placeholders,
id=id,
owner=worker,
)
del worker._tmp_placeholders
plan.state = state
state.plan = plan
plan.name = sy.serde.msgpack.serde._detail(worker, name)
plan.tags = sy.serde.msgpack.serde._detail(worker, tags)
plan.description = sy.serde.msgpack.serde._detail(worker, description)
return plan