def CreateNewCommand(self, probCmd, sourceCmd=None):
newCmd = TCommand()
newCmd = copy.deepcopy(sourceCmd)
newCmd.Prob = probCmd.Prob
# returns new command object
newCmd.CmdType = probCmd.Name
if newCmd.CmdType not in TCommandType:
print >>sys.stderr, "No such command" + probCmd.Name + ". DefaultCommand set."
newCmd.CmdType = "DefaultCommand"
# create Exec Object for operation
cmdProps = TCommandType[newCmd.CmdType]
defaultProps = TCommandType["DefaultCommand"]
operationType = GetCommandProperty(newCmd.CmdType, "OperationType")
try:
# cmdProps["OperationType"] is type
newCmd.CmdExecObj = operationType(newCmd.CmdType)
except:
raise Exception("No such class " + str(operationType))
newCmd.CmdExecObj.Name = newCmd.CmdType
newCmd.CmdExecObj.ModuleRelPath = GetCommandProperty(newCmd.CmdType, "ModuleRelPath")
newCmd.RequestFields = GetCommandProperty(newCmd.CmdType, "RequestFields")
# print "RequestFields", newCmd.RequestFields
# TODO: set Preparer class instead of following operation
if len(sourceCmd.LexemsList) > 0:
newCmd.CommandLexems = [
sourceCmd.LexemsList[wnum]
for wnum in probCmd.CmdTokensNumList
if ((wnum > -1) and (wnum < len(sourceCmd.LexemsList)))
]
newCmd.RequestLexems = [
sourceCmd.LexemsList[i] for i in xrange(len(sourceCmd.LexemsList)) if i not in probCmd.CmdTokensNumList
]
return newCmd
sys.path.append("../..")
import dialog_server
from dialog_server.command_matcher.TCommandType import *
from dialog_server.command.TCommand import *
from dialog_server.command_matcher.TParser import *
from dialog_server.classifier.TBayesFeatureExtractor import *
from dialog_server.fact_extract.TFactExtractor import *
PROJECT_BASE_DIR = os.getcwd() + "/../.."
# init all main objects
parser = TParser(\
confPath=PROJECT_BASE_DIR + \
"/conf/dialog_server.parser.conf",\
wizardConfPath=PROJECT_BASE_DIR + \
"/conf/extern_lib.wizard_bind.conf")
command = TCommand()
factExtractor = TFactExtractor(PROJECT_BASE_DIR)
# make preprocessed commands
FCMD = open("test_phrases.txt", "r")
FSERCMD = open("preproc_cmds.txt", "w")
for line in FCMD:
if line.find("\t") != -1:
cmdType, cmdText = line[:-1].decode('utf-8').split("\t")
parser(command, cmdText)
factExtractor(command)
time.sleep(0.5)
command.CmdType = cmdType
outStr = command.Write()
FSERCMD.write(outStr+"\n")
import subprocess
sys.path.append("../..")
from dialog_server.classifier.TBayesClassifier import *
from dialog_server.command.TCommand import *
bayesClassifier = TBayesClassifier()
def GetFeatures(command):
command.Features = [
'll: %s' % command.Preprocessed[-1], # get last letter
'pll: %s' % command.Preprocessed[-2], # get pre last letter
'fl: %s' % command.Preprocessed[0], # get first letter
'sl: %s' % command.Preprocessed[1], # get second letter
]
command = TCommand()
bayesClassifier.StartLearn()
for line in open('names.txt'):
sample = line.decode('utf-8').split()
command.Preprocessed = sample[0]
command.CmdType = sample[1]
GetFeatures(command)
bayesClassifier.Learn(command)
bayesClassifier.FinishLearn()
tmpStr = bayesClassifier.Model.Write()
bayesClassifier.Model.Read(tmpStr)
from dialog_server.classifier.TModelIO import *
import weakref
ModelIO = TModelIO()
