# Copyright 2014 Modelling, Simulation and Design Lab (MSDL) at
# McGill University and the University of Antwerp (http://msdl.cs.mcgill.ca/)
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writing, software
# distributed under the License is distributed on an "AS IS" BASIS,
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and
# limitations under the License.
"""
Different methods to save the state, this allows for more modularity than just having a big switch statement in the main code.
Note that these classes are not subclasses of a more generic class, as this allows these classes to save data in a completely
different manner from each other. Furthermore, it avoids (slow) inheritance.
"""
from copy import deepcopy, copy
try:
import cPickle as pickle
except ImportError:
import pickle
import marshal
[docs]class DeepCopyState(object):
"""
Class to save the state using the Python 'deepcopy' library
"""
[docs] def __init__(self, time_last, time_next, state, activity, my_input, elapsed):
"""
Constructor
:param time_last: time_last to save
:param time_next: time_next to save
:param state: state to save
:param activity: the activity of the computation
:param my_input: the state input to save for memorisation
:param elapsed: the time elapsed
"""
self.time_last = time_last
self.time_next = time_next
self.activity = activity
self.state = deepcopy(state)
self.my_input = my_input
self.elapsed = elapsed
[docs] def loadState(self):
"""
Load the state from the class, this will make a copy
:returns: state - copy of the state that was saved
"""
return deepcopy(self.state)
[docs]class CopyState(object):
"""
Class to save the state using the Python 'copy' library
"""
[docs] def __init__(self, time_last, time_next, state, activity, my_input, elapsed):
"""
Constructor
:param time_last: time_last to save
:param time_next: time_next to save
:param state: state to save
:param activity: the activity of the computation
:param my_input: the state input to save for memorisation
:param elapsed: the time elapsed
"""
self.time_last = time_last
self.time_next = time_next
self.activity = activity
self.state = copy(state)
self.my_input = my_input
self.elapsed = elapsed
[docs] def loadState(self):
"""
Load the state from the class, this will make a copy
:returns: state - copy of the state that was saved
"""
return copy(self.state)
[docs]class AssignState(object):
"""
Class to save the state using a simple assignment, is unsafe for most situations...
"""
[docs] def __init__(self, time_last, time_next, state, activity, my_input, elapsed):
"""
Constructor
:param time_last: time_last to save
:param time_next: time_next to save
:param state: state to save
:param activity: the activity of the computation
:param my_input: the state input to save for memorisation
:param elapsed: the time elapsed
"""
self.time_last = time_last
self.time_next = time_next
self.activity = activity
self.state = state
self.my_input = my_input
self.elapsed = elapsed
[docs] def loadState(self):
"""
Load the state from the class, this will make a copy
:returns: state - copy of the state that was saved
"""
return self.state
[docs]class PickleZeroState(object):
"""
Class to save the state using the Python 'pickle' library, with the option to use the pickling protocol 0.
"""
[docs] def __init__(self, time_last, time_next, state, activity, my_input, elapsed):
"""
Constructor
:param time_last: time_last to save
:param time_next: time_next to save
:param state: state to save
:param activity: the activity of the computation
:param my_input: the state input to save for memorisation
:param elapsed: the time elapsed
"""
self.time_last = time_last
self.time_next = time_next
self.activity = activity
self.state = pickle.dumps(state, 0)
self.my_input = my_input
self.elapsed = elapsed
[docs] def loadState(self):
"""
Load the state from the class, this will make a copy
:returns: state - copy of the state that was saved
"""
return pickle.loads(self.state)
[docs]class PickleHighestState(object):
"""
Class to save the state using the Python 'pickle' library, with the option to use the highest available pickling protocol.
"""
[docs] def __init__(self, time_last, time_next, state, activity, my_input, elapsed):
"""
Constructor
:param time_last: time_last to save
:param time_next: time_next to save
:param state: state to save
:param activity: the activity of the computation
:param my_input: the state input to save for memorisation
:param elapsed: the time elapsed
"""
self.time_last = time_last
self.time_next = time_next
self.activity = activity
self.state = pickle.dumps(state, pickle.HIGHEST_PROTOCOL)
self.my_input = my_input
self.elapsed = elapsed
[docs] def loadState(self):
"""
Load the state from the class, this will make a copy
:returns: state - copy of the state that was saved
"""
return pickle.loads(self.state)
[docs]class CustomState(object):
"""
Class to save the state using a manually defined copy() function of the state. If no such method is provided, an error is raised.
"""
[docs] def __init__(self, time_last, time_next, state, activity, my_input, elapsed):
"""
Constructor
:param time_last: time_last to save
:param time_next: time_next to save
:param state: state to save
:param activity: the activity of the computation
:param my_input: the state input to save for memorisation
:param elapsed: the time elapsed
"""
self.time_last = time_last
self.time_next = time_next
self.activity = activity
self.state = state.copy()
self.my_input = my_input
self.elapsed = elapsed
[docs] def loadState(self):
"""
Load the state from the class, this will make a copy
:returns: state - copy of the state that was saved
"""
return self.state.copy()
[docs]class MarshalState(object):
"""
Class to save the state using the Python 'marshal' library.
"""
[docs] def __init__(self, time_last, time_next, state, activity, my_input, elapsed):
"""
Constructor
:param time_last: time_last to save
:param time_next: time_next to save
:param state: state to save
:param activity: the activity of the computation
:param my_input: the state input to save for memorisation
:param elapsed: the time elapsed
"""
self.time_last = time_last
self.time_next = time_next
self.activity = activity
self.state = marshal.dumps(state)
self.my_input = my_input
self.elapsed = elapsed
[docs] def loadState(self):
"""
Load the state from the class, this will make a copy
:returns: state - copy of the state that was saved
"""
return marshal.loads(self.state)