def variabilityFactor():
from common import wordSim
#global CMDHIST
CMDHIST = GLOB['CMDHIST']
''' CALCULATE COMMAND VARIABILITY '''
varSum = 0
mSize = 0
vWeightSum = 0
for i in range(min(5, len(CMDHIST)) - 0):
str1, str2 = CMDHIST[len(CMDHIST) - i - 1][1], CMDHIST[len(CMDHIST) -
i - 2][1]
vWeight = pow(2.0, -1.0 * i)
vWeightSum += vWeight
mSize += 1
varSum += wordSim(str1, str2) * vWeight
# 0: no variability, 1: lots of variability
var = 0.5 if mSize <= 1 else 1.0 - varSum / (vWeightSum
) # when m = 1, str2=str1
# variability factor: when commands are repetative, you get bored
# - when the user is away however, it becomes less important
variability = 2.0 * (var - 0.5) # rescale it to [-1, 1]
return variability
def variabilityFactor(): from common import wordSim #global CMDHIST CMDHIST = GLOB['CMDHIST'] ''' CALCULATE COMMAND VARIABILITY ''' varSum=0 mSize=0 vWeightSum=0 for i in range(min(5, len(CMDHIST))-0): str1, str2=CMDHIST[len(CMDHIST)-i-1][1], CMDHIST[len(CMDHIST)-i-2][1] vWeight= pow(2.0, -1.0*i) vWeightSum += vWeight mSize += 1 varSum += wordSim(str1, str2) * vWeight # 0: no variability, 1: lots of variability var = 0.5 if mSize<=1 else 1.0-varSum/(vWeightSum) # when m = 1, str2=str1 # variability factor: when commands are repetative, you get bored # - when the user is away however, it becomes less important variability = 2.0*(var - 0.5) # rescale it to [-1, 1] return variability
def ingest(inCmd,
inStr,
mood=[],
weight=[],
isCmd=False,
isMem=False,
matches=[[], []]):
from common import wordSim, processResponse, getResponse, say
#from loadFile import load
from determineFunction import findCMD, refineMatches
from Fermi import substituteBiographicMemory
if not (isCmd or isMem):
matches = refineMatches(inCmd, inStr)
matches = substituteBiographicMemory(matches, queryType='what is')
if len(matches[0]) == 0 and not (isCmd or isMem):
say(getResponse(findCMD("rephrase")),
more=False,
speak=setting("SPEAK"),
moodUpdate=True)
return False
'''
Algorithm:
- load substance from list
- record ingestion time
- append to INGESTED list
'''
if isCmd:
ingestionTime = time.time()
taskProfile = "pow(2.0, -1.0*T*T/(900.0*900.0))" # ~15 minute half life
taskDetails = [[inCmd[0]], mood, weight, taskProfile]
#print "appending: ", taskDetails
GLOB['INGESTED'].append([taskDetails, ingestionTime, "COMMAND"])
GLOB['MOOD'] = updateMood(GLOB['MOOD'], weight=[0] * GLOB['MOODDIM'])
#print "AFTER CMD ADD"
#print GLOB['MOOD']
return # no return value if adding a cmd mood modifier
if isMem:
#print "ADDING MEMORY MOOD"
ingestionTime = time.time()
memProfile = "pow(2.0, -1.0*T*T/(900.0*900.0))" # ~15 minute half life
memDetails = [[inStr], mood, weight, memProfile]
#print "appending: ", taskDetails
GLOB['INGESTED'].append([memDetails, ingestionTime, "MEMORY"])
GLOB['MOOD'] = updateMood(GLOB['MOOD'], weight=[0] * GLOB['MOODDIM'])
#print "AFTER CMD ADD"
#print GLOB['MOOD']
return # no return value if adding a cmd mood modifier
substances = load(SETS_DIR + "substances.txt", LPC=5)
# line 0: name(s)
# line 1: effect
# line 2: weight
# line 3: profile equations
# line 4: response formats
'''
for matchStr in inCmd[1]:
matchStr= matchStr.replace('juice','')
inStr = inStr.replace(matchStr, '')
'''
# find top match
maxMatch = 0
topSubstance = []
for substance in substances:
for matchPhrase in substance[0]:
matchScore = wordSim(matches[0][0], matchPhrase, useInScore=True)
#print matchPhrase, inStr, matchScore
if matchScore >= maxMatch:
maxMatch = matchScore
topSubstance = substance
if setting('DEBUG'):
print "INGESTION SCORE:", topSubstance[0], " - ", maxMatch
# topSubstance[4]:
#replacements = [topSubstance[0][randint(0,len(topSubstance[0])-1)]]
replacements = topSubstance[0][randint(0,
len(topSubstance[0]) -
1)] #matches[0][0] #
#rStr = processResponse(getResponse(inCmd), replacements)
responseForm = topSubstance[4][randint(0, len(topSubstance[4]) - 1)]
rStr = processResponse(responseForm, [replacements])
say(rStr, more=False, speak=setting("SPEAK"))
# now modify mood accordingly
ingestionTime = time.time()
#print "appending: ", topSubstance
GLOB['INGESTED'].append([topSubstance, ingestionTime, "SUBSTANCE"])
#print "BEFORE UPDATE"
#print GLOB['MOOD']
GLOB['MOOD'] = updateMood(GLOB['MOOD'], weight=[0] * GLOB['MOODDIM'])
#print "AFTER SUBSTANCE ADD"
#print GLOB['MOOD']
return [topSubstance[0][0], True]
def ingest(inCmd, inStr, mood=[], weight=[], isCmd=False, isMem=False, matches=[[],[]]):
from common import wordSim, processResponse, getResponse, say
#from loadFile import load
from determineFunction import findCMD, refineMatches
from Fermi import substituteBiographicMemory
if not (isCmd or isMem):
matches = refineMatches(inCmd, inStr)
matches = substituteBiographicMemory(matches, queryType='what is')
if len(matches[0]) ==0 and not (isCmd or isMem):
say(getResponse(findCMD("rephrase")), more=False, speak=setting("SPEAK"), moodUpdate=True)
return False
'''
Algorithm:
- load substance from list
- record ingestion time
- append to INGESTED list
'''
if isCmd:
ingestionTime = time.time()
taskProfile="pow(2.0, -1.0*T*T/(900.0*900.0))" # ~15 minute half life
taskDetails = [[inCmd[0]], mood, weight, taskProfile]
#print "appending: ", taskDetails
GLOB['INGESTED'].append([taskDetails, ingestionTime, "COMMAND"])
GLOB['MOOD']=updateMood(GLOB['MOOD'], weight=[0]*GLOB['MOODDIM'])
#print "AFTER CMD ADD"
#print GLOB['MOOD']
return # no return value if adding a cmd mood modifier
if isMem:
#print "ADDING MEMORY MOOD"
ingestionTime = time.time()
memProfile="pow(2.0, -1.0*T*T/(900.0*900.0))" # ~15 minute half life
memDetails = [[inStr], mood, weight, memProfile]
#print "appending: ", taskDetails
GLOB['INGESTED'].append([memDetails, ingestionTime, "MEMORY"])
GLOB['MOOD']=updateMood(GLOB['MOOD'], weight=[0]*GLOB['MOODDIM'])
#print "AFTER CMD ADD"
#print GLOB['MOOD']
return # no return value if adding a cmd mood modifier
substances = load(SETS_DIR+"substances.txt", LPC=5)
# line 0: name(s)
# line 1: effect
# line 2: weight
# line 3: profile equations
# line 4: response formats
'''
for matchStr in inCmd[1]:
matchStr= matchStr.replace('juice','')
inStr = inStr.replace(matchStr, '')
'''
# find top match
maxMatch=0
topSubstance=[]
for substance in substances:
for matchPhrase in substance[0]:
matchScore = wordSim(matches[0][0], matchPhrase, useInScore=True)
#print matchPhrase, inStr, matchScore
if matchScore >= maxMatch:
maxMatch = matchScore
topSubstance = substance
if setting('DEBUG'):
print "INGESTION SCORE:", topSubstance[0], " - ", maxMatch
# topSubstance[4]:
#replacements = [topSubstance[0][randint(0,len(topSubstance[0])-1)]]
replacements = topSubstance[0][randint(0,len(topSubstance[0])-1)] #matches[0][0] #
#rStr = processResponse(getResponse(inCmd), replacements)
responseForm = topSubstance[4][randint(0,len(topSubstance[4])-1)]
rStr = processResponse(responseForm, [replacements])
say(rStr, more=False, speak=setting("SPEAK"))
# now modify mood accordingly
ingestionTime = time.time()
#print "appending: ", topSubstance
GLOB['INGESTED'].append([topSubstance, ingestionTime, "SUBSTANCE"])
#print "BEFORE UPDATE"
#print GLOB['MOOD']
GLOB['MOOD']=updateMood(GLOB['MOOD'], weight=[0]*GLOB['MOODDIM'])
#print "AFTER SUBSTANCE ADD"
#print GLOB['MOOD']
return [topSubstance[0][0], True]