clean up state and transition stuff
git-svn-id: svn://svn.cy55.de/Zope3/src/cybertools/trunk@1259 fd906abe-77d9-0310-91a1-e0d9ade77398
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5 changed files with 43 additions and 51 deletions
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@ -18,12 +18,17 @@ when creating a synapsis:
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[]
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>>> n01.receivers == [s0102]
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True
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>>> n01.state.level
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>>> n01.state.value
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1.0
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>>> n02.state.level
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>>> n02.state.value
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1.0
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When we trigger a neuron, all its receivers get triggered so that the
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receivers' state is updated:
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>>> n01.trigger()
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>>> n02.state.level
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>>> n01.state.value
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1.0
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>>> n02.state.value
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2.0
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@ -32,8 +32,7 @@ class ISynapsis(Interface):
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sender = Attribute("The sender neuron for this synapsis")
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reciever = Attribute("The receiver neuron for this synapsis")
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transformation = Attribute("A transformation is used to transform "
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"the sender neuron's state.")
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transition = Attribute("A transition changes the sender neuron's state.")
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class INeuron(Interface):
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@ -43,13 +42,10 @@ class INeuron(Interface):
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senders = Attribute("The sender synapses")
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receivers = Attribute("The receiver synapses")
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stateMerger = Attribute("Merges a state with a list of other states "
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"in order to create a new state.")
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def trigger():
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""" Notifies the neuron that something has happened. This method
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should get the transformed states from all sender synapses
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and merge them in order to calculate the neuron's new state;
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executes all transitions from all sender synapses in order to
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calculate the neuron's new state;
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then it should call the trigger() method on all downstream
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(receiver)neurons.
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In addition it may perform side effects like changing
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@ -64,16 +60,9 @@ class IState(Interface):
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"""
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class IStateTransformation(Interface):
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class ITransition(Interface):
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def transform(state):
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def execute(state):
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""" Transform state to a new state value and return it.
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"""
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class IStateMerger(Interface):
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def merge(state, senderStates):
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""" Transform state to a new value by taking into account a list
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of sender neurons' states. This modifies state in-place.
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"""
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@ -24,46 +24,47 @@ $Id: type.py 1129 2006-03-19 09:46:08Z helmutm $
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from zope.interface import implements
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from cybertools.brain.interfaces import INeuron, ISynapsis
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from cybertools.brain.state import State, StateMerger, StateTransformation
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from cybertools.brain.state import State, Transition
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class Synapsis(object):
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""" A synapsis connects two neurons.
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"""
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implements(ISynapsis)
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sender = None
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reciever = None
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transformation = None
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transition = None
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def __init__(self, sender, receiver):
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self.sender = sender
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sender.receivers.append(self)
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self.receiver = receiver
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receiver.senders.append(self)
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self.transformation = StateTransformation(self)
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def transformSenderState(self):
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return self.transformation.transform(self.sender.state)
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self.transition = Transition(self)
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class Neuron(object):
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implements(INeuron)
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state = None
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stateMerger = None
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def __init__(self):
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self.senders = []
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self.receivers = []
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self.state = State()
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self.stateMerger = StateMerger(self)
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self.active = False
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def trigger(self):
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if self.active: # avoid cycles
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return
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self.active = True
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senderStates = [s.transformSenderState() for s in self.senders]
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self.stateMerger.merge(self.state, senderStates)
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state = self.state
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for s in self.senders:
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state = s.transition.execute(state)
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self.state = state
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for r in self.receivers:
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r.receiver.trigger()
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self.active = False
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@ -17,38 +17,34 @@
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#
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"""
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Base classes for state and state manipulations.
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Base classes for state and state manipulations using a float-based state.
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$Id$
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"""
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from zope.interface import implements
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from cybertools.brain.interfaces import IState, IStateMerger, IStateTransformation
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from cybertools.brain.interfaces import IState, ITransition
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class State(object):
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""" The state of a neuron.
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"""
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def __init__(self, level=1.0):
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self.level = level
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implements(IState)
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def __init__(self, value=1.0):
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self.value = value
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class StateTransformation(object):
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class Transition(object):
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implements(ITransition)
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def __init__(self, synapsis, factor=1.0):
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self.synapsis = synapsis
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self.factor = factor
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def transform(self, state):
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return State(state.level * self.factor)
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def execute(self, state):
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return State(state.value + self.synapsis.sender.state.value * self.factor)
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class StateMerger(object):
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def __init__(self, neuron):
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self.neuron = neuron
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def merge(self, state, senderStates):
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state.level += sum(st.level for st in senderStates)
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@ -1,27 +1,28 @@
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# $Id$
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import unittest
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import unittest, doctest
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from zope.testing.doctestunit import DocFileSuite
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from zope.interface.verify import verifyClass
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from zope.interface import implements
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from cybertools.brain.interfaces import INeuron, ISynapsis
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from cybertools.brain.interfaces import IState, IStateTransformation, IStateMerger
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from cybertools.brain.interfaces import IState, ITransition
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from cybertools.brain.neuron import Neuron, Synapsis
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from cybertools.brain.state import State, StateTransformation, StateMerger
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from cybertools.brain.state import State, Transition
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class TestBrain(unittest.TestCase):
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"Basic tests for the brain package."
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def testInterfaces(self):
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pass
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verifyClass(INeuron, Neuron)
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def test_suite():
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flags = doctest.NORMALIZE_WHITESPACE | doctest.ELLIPSIS
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return unittest.TestSuite((
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unittest.makeSuite(TestBrain),
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DocFileSuite('README.txt'),
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DocFileSuite('README.txt',
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optionflags=flags,),
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))
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if __name__ == '__main__':
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