copycat/workspaceFormulas.py

import logging

from workspace import workspace
from temperature import temperature
from slipnet import slipnet
import formulas

class WorkspaceFormulas(object):
	def __init__(self):
		self.clampTemperature = False

	def updateTemperature(self):
		logging.debug('updateTemperature')
		workspace.assessTemperature()
		ruleWeakness = 100.0
		if workspace.rule:
			workspace.rule.updateStrength()
			ruleWeakness = 100.0 - workspace.rule.totalStrength
		values = ( (workspace.totalUnhappiness, 0.8), (ruleWeakness, 0.2), )
		slightly_above_actual_temperature = formulas.actualTemperature + 0.001
		logging.info('actualTemperature: %f' % slightly_above_actual_temperature)
		formulas.actualTemperature = formulas.weightedAverage(values)
		logging.info('unhappiness: %f, weakness: %f, actualTemperature: %f' % (
		workspace.totalUnhappiness + 0.001, ruleWeakness + 0.001, formulas.actualTemperature + 0.001))
		if temperature.clamped:
			formulas.actualTemperature = 100.0
		logging.info('actualTemperature: %f' % (formulas.actualTemperature + 0.001))
		temperature.update(formulas.actualTemperature)
		if not self.clampTemperature:
			formulas.Temperature = formulas.actualTemperature
		temperature.update(formulas.Temperature)

workspaceFormulas = WorkspaceFormulas()

def numberOfObjects():
	return len(workspace.objects)

def chooseUnmodifiedObject(attribute,inObjects):
	objects = [ o for o in inObjects if o.string != workspace.modified ]
	if not len(objects):
		print 'no objects available in initial or target strings'
	return formulas.chooseObjectFromList(objects,attribute)

def chooseNeighbour(source):
	objects = []
	for objekt in workspace.objects:
		if objekt.string != source.string:
			continue
		if objekt.leftStringPosition == source.rightStringPosition + 1:
			objects += [ objekt ]
		elif source.leftStringPosition == objekt.rightStringPosition + 1:
			objects += [ objekt ]
	return formulas.chooseObjectFromList(objects,"intraStringSalience")

def chooseDirectedNeighbor(source,direction):
	if direction == slipnet.left:
		logging.info('Left')
		return __chooseLeftNeighbor(source)
	logging.info('Right')
	return __chooseRightNeighbor(source)

def __chooseLeftNeighbor(source):
	objects = []
	for o in workspace.objects:
		if o.string == source.string :
			if source.leftStringPosition == o.rightStringPosition + 1:
				logging.info('%s is on left of %s' % (o,source))
				objects += [ o ]
			else:
				logging.info('%s is not on left of %s' % (o,source))
	logging.info('Number of left objects: %s' % len(objects))
	return formulas.chooseObjectFromList(objects,'intraStringSalience')

def __chooseRightNeighbor(source):
	objects = [ o for o in workspace.objects if
		o.string == source.string and
		o.leftStringPosition == source.rightStringPosition + 1
	]
	return formulas.chooseObjectFromList(objects,'intraStringSalience')

def chooseBondFacet(source, destination):
	sourceFacets = [ d.descriptionType for d in source.descriptions if d.descriptionType in slipnet.bondFacets ]
	bondFacets = [ d.descriptionType for d in destination.descriptions if d.descriptionType in sourceFacets ]
	if not bondFacets:
		return None
	supports = [ __supportForDescriptionType(f,source.string) for f in bondFacets ]
	i = formulas.selectListPosition(supports)
	return bondFacets[ i ]

def __supportForDescriptionType(descriptionType,string):
	return ( descriptionType.activation + __descriptionTypeSupport(descriptionType,string) ) / 2

def __descriptionTypeSupport(descriptionType,string):
	"""The proportion of objects in the string that have a description with this descriptionType"""
	numberOfObjects = totalNumberOfObjects = 0.0
	for objekt in workspace.objects:
		if objekt.string == string:
			totalNumberOfObjects += 1.0
			for description in objekt.descriptions:
				if description.descriptionType == descriptionType:
					numberOfObjects += 1.0
	return numberOfObjects / totalNumberOfObjects

def probabilityOfPosting(codeletName):
	if codeletName == 'breaker':
		return 1.0
	if 'description' in codeletName:
		result = ( formulas.Temperature / 100.0 ) ** 2
	else:
		result = workspace.intraStringUnhappiness / 100.0
	if 'correspondence' in codeletName:
		result = workspace.interStringUnhappiness / 100.0
	if 'replacement' in codeletName:
		if workspace.numberOfUnreplacedObjects() > 0:
			return 1.0
		return 0.0
	if 'rule' in codeletName:
		if not workspace.rule:
			return 1.0
		return workspace.rule.totalWeakness() / 100.0
	if 'translator' in codeletName:
		if not workspace.rule:
			assert 0
			return 0.0
		assert 0
		return 1.0
	return result

def howManyToPost(codeletName):
	if codeletName == 'breaker':
		return 1
	if 'description' in codeletName:
		return 1
	if 'translator' in codeletName:
		if not workspace.rule:
			return 0
		return 1
	if 'rule' in codeletName:
		return 2
	if 'group' in codeletName and not workspace.numberOfBonds():
		return 0
	if 'replacement' in codeletName and workspace.rule:
		return 0
	number = 0
	if 'bond' in codeletName:
		number = workspace.numberOfUnrelatedObjects()
#		print 'post number of unrelated: %d, objects: %d' % (number,len(workspace.objects))
	if 'group' in codeletName:
		number = workspace.numberOfUngroupedObjects()
	if 'replacement' in codeletName:
		number = workspace.numberOfUnreplacedObjects()
	if 'correspondence' in codeletName:
		number = workspace.numberOfUncorrespondingObjects()
	if number < formulas.blur(2.0):
		return 1
	if number < formulas.blur(4.0):
		return 2
	return 3