def chooserFunction(self,req):
try:
res = testSelectorSrvResponse()
currentTimestamp = int(time.time())
#Load parameters from yaml file
difficultyModifier1to2,difficultyModifier2to3,historyBasedOnNumOfTestsAndNotTime,pastMonths,pastTests,lookBackTimeStamp=self.loadParamDifficultyModifiersAndHistorySettings()
#Get user ontology alias
userOntologyAlias=CognitiveExerciseHelperFunctions.getUserOntologyAlias(req.username)
#Get user language
userLanguage=CognitiveExerciseHelperFunctions.getUserLanguage(req.username)
res.language=userLanguage
#Manual test selection
if(not req.testDifficulty=="" or not req.testIndex==""):
self.selectTestManuallyByGivenParameters(req.testType,req.testSubType,req.testIndex,req.testDifficulty,userLanguage,res)
else:
#Get test types from ontology
testTypesList=CognitiveExerciseHelperFunctions.getTestTypesFromOntology()
#Determine the test type of the to be selected test
testType=self.determineTestType(req.testType,req.testSubType,testTypesList,userOntologyAlias,res.trace)
#Get user performance records and determine difficulty of the to be selected test for given test type
chosenDif,noUserPerformanceRecordsExist,userPerfOrganizedByTimestamp=self.getUserPerformanceRecordsAndDetermineTestDifficultyForTestType(testType,userOntologyAlias,currentTimestamp,lookBackTimeStamp,difficultyModifier1to2,difficultyModifier2to3,historyBasedOnNumOfTestsAndNotTime,pastTests,res.trace)
#Get all tests of a give type from the ontology
testsOfTypeOrdered=self.getCognitiveTestsAndFilterByParameters(testType,req.testSubType,userLanguage,chosenDif,res.trace)
#Determine the least recently used (LRU) test and retrieve the .xml test file
testName,testFilePath=self.getLRUtestOfTypeAndXmlPath(testsOfTypeOrdered,noUserPerformanceRecordsExist,userPerfOrganizedByTimestamp)
#res.test=testName
#Parse the .xml test file name and assign the data to the testSelectorSrvResponse response srv
self.retrieveDataFromTestXml(testFilePath,userLanguage,res)
res.success=True
except IndexError, e:
res.trace.append("IndexError: " +str(e))
res.error="IndexError: "+str(e)
res.success=False
CognitiveExerciseHelperFunctions.traceError(res.error,res.trace)
def chooserFunction(self, req):
try:
res = testSelectorSrvResponse()
currentTimestamp = int(time.time())
#Load parameters from yaml file
difficultyModifier1to2, difficultyModifier2to3, historyBasedOnNumOfTestsAndNotTime, pastMonths, pastTests, lookBackTimeStamp = self.loadParamDifficultyModifiersAndHistorySettings(
)
#Get user ontology alias
userOntologyAlias = CognitiveExerciseHelperFunctions.getUserOntologyAlias(
req.username)
#Get user language
userLanguage = CognitiveExerciseHelperFunctions.getUserLanguage(
req.username)
res.language = userLanguage
#Manual test selection
if (not req.testDifficulty == "" or not req.testIndex == ""):
self.selectTestManuallyByGivenParameters(
req.testType, req.testSubType, req.testIndex,
req.testDifficulty, userLanguage, res)
else:
#Get test types from ontology
testTypesList = CognitiveExerciseHelperFunctions.getTestTypesFromOntology(
)
#Determine the test type of the to be selected test
testType = self.determineTestType(req.testType,
req.testSubType,
testTypesList,
userOntologyAlias, res.trace)
#Get user performance records and determine difficulty of the to be selected test for given test type
chosenDif, noUserPerformanceRecordsExist, userPerfOrganizedByTimestamp = self.getUserPerformanceRecordsAndDetermineTestDifficultyForTestType(
testType, userOntologyAlias, currentTimestamp,
lookBackTimeStamp, difficultyModifier1to2,
difficultyModifier2to3, historyBasedOnNumOfTestsAndNotTime,
pastTests, res.trace)
#Get all tests of a give type from the ontology
testsOfTypeOrdered = self.getCognitiveTestsAndFilterByParameters(
testType, req.testSubType, userLanguage, chosenDif,
res.trace)
#Determine the least recently used (LRU) test and retrieve the .xml test file
testName, testFilePath = self.getLRUtestOfTypeAndXmlPath(
testsOfTypeOrdered, noUserPerformanceRecordsExist,
userPerfOrganizedByTimestamp)
#res.test=testName
#Parse the .xml test file name and assign the data to the testSelectorSrvResponse response srv
self.retrieveDataFromTestXml(testFilePath, userLanguage, res)
res.success = True
except IndexError, e:
res.trace.append("IndexError: " + str(e))
res.error = "IndexError: " + str(e)
res.success = False
CognitiveExerciseHelperFunctions.traceError(res.error, res.trace)
def chooserDataHandler(self,req): res = testSelectorSrvResponse() it = TestSelector() res=it.chooserFunction(req) return res
def chooserFunction(self,req):
try:
res = testSelectorSrvResponse()
currentTimestamp = int(time.time())
returnWithError,modifier1,modifier2=self.loadParamDifficultyModifiers(res)
if(returnWithError):
return res
returnWithError,userOntologyAlias=self.getUserOntologyAlias(req.username,res)
if(returnWithError):
return res
returnWithError,userLanguage=self.getUserLanguage(req.username,res)
if(returnWithError):
return res
returnWithError,testTypesList=self.getTestTypesFromOntology(res)
if(returnWithError):
return res
if(req.testType==""):
testType=self.determineTestTypeIfNotProvided(res,testTypesList,userOntologyAlias)
else:
if (req.testType not in testTypesList):
res.trace.append("testType provided does not exist")
res.error="testType provided does not exist"
res.success=False
return res
else:
testType=req.testType
chosenDif,noUserPerformanceRecordsExist,userPerfOrganizedByTimestamp=self.organizeUserPerformanceByTimestampAndDetermineTestDifficulty(testType,userOntologyAlias,currentTimestamp,self.lookBackTimeStamp,res,modifier1,modifier2)
returnWithError,testsOfTypeOrdered=self.getCognitiveTestsOfType(testType,userLanguage,chosenDif,res)
if(returnWithError):
return res
finalTestFilePath,finalTestname=self.getLRUtestOfTypeAndXmlPath(testsOfTypeOrdered,noUserPerformanceRecordsExist,userPerfOrganizedByTimestamp)
#Retrieve the name of the selected test
tmpList=finalTestname.split('#')
res.test=tmpList[1]
#Parse the test xml file and retrieve the desired information
rospack = rospkg.RosPack()
localPackagePath=rospack.get_path('rapp_cognitive_exercise')
finalTestFilePath=localPackagePath+finalTestFilePath
res.trace.append(finalTestFilePath)
self.retrieveDataFromTestXml(finalTestFilePath,res,userLanguage)
res.language=userLanguage
res.success=True
except IndexError:
res.trace.append("Null pointer exception.. some argument was empty")
res.error="Null pointer exception.. some argument was empty"
res.success=False
except IOError:
res.success=False
res.trace.append("IO Error, cant open file or read data")
res.error="IO Error, cant open file or read data"
return res
def chooserFunction(self, req):
try:
res = testSelectorSrvResponse()
currentTimestamp = int(time.time())
returnWithError, modifier1, modifier2 = self.loadParamDifficultyModifiers(
res)
if (returnWithError):
return res
returnWithError, userOntologyAlias = self.getUserOntologyAlias(
req.username, res)
if (returnWithError):
return res
returnWithError, userLanguage = self.getUserLanguage(
req.username, res)
if (returnWithError):
return res
returnWithError, testTypesList = self.getTestTypesFromOntology(res)
if (returnWithError):
return res
if (req.testType == ""):
testType = self.determineTestTypeIfNotProvided(
res, testTypesList, userOntologyAlias)
else:
if (req.testType not in testTypesList):
res.trace.append("testType provided does not exist")
res.error = "testType provided does not exist"
res.success = False
return res
else:
testType = req.testType
chosenDif, noUserPerformanceRecordsExist, userPerfOrganizedByTimestamp = self.organizeUserPerformanceByTimestampAndDetermineTestDifficulty(
testType, userOntologyAlias, currentTimestamp,
self.lookBackTimeStamp, res, modifier1, modifier2)
returnWithError, testsOfTypeOrdered = self.getCognitiveTestsOfType(
testType, userLanguage, chosenDif, res)
if (returnWithError):
return res
finalTestFilePath, finalTestname = self.getLRUtestOfTypeAndXmlPath(
testsOfTypeOrdered, noUserPerformanceRecordsExist,
userPerfOrganizedByTimestamp)
#Retrieve the name of the selected test
tmpList = finalTestname.split('#')
res.test = tmpList[1]
#Parse the test xml file and retrieve the desired information
rospack = rospkg.RosPack()
localPackagePath = rospack.get_path('rapp_cognitive_exercise')
finalTestFilePath = localPackagePath + finalTestFilePath
res.trace.append(finalTestFilePath)
self.retrieveDataFromTestXml(finalTestFilePath, res, userLanguage)
res.language = userLanguage
res.success = True
except IndexError:
res.trace.append(
"Null pointer exception.. some argument was empty")
res.error = "Null pointer exception.. some argument was empty"
res.success = False
except IOError:
res.success = False
res.trace.append("IO Error, cant open file or read data")
res.error = "IO Error, cant open file or read data"
return res
def chooserFunction(self,req):
currentTimestamp = int(time.time()) #15552000000 for last 3 months
try:
res = testSelectorSrvResponse()
#obtain user's ontology alias. It will be created if it does not exist in case of invalid username it will be caught
serv_topic = rospy.get_param('rapp_knowrob_wrapper_create_ontology_alias')
if(not serv_topic):
rospy.logerror("rapp_knowrob_wrapper_create_ontology_alias param not found")
res.trace.append("rapp_knowrob_wrapper_create_ontology_alias param not found")
res.error="rapp_knowrob_wrapper_create_ontology_alias param not found"
res.success=False
return res
rospy.wait_for_service(serv_topic)
knowrob_service = rospy.ServiceProxy(serv_topic, createOntologyAliasSrv)
createOntologyAliasReq = createOntologyAliasSrvRequest()
createOntologyAliasReq.username=req.username
createOntologyAliasResponse = knowrob_service(createOntologyAliasReq)
if(createOntologyAliasResponse.success!=True):
res.trace.extend(createOntologyAliasResponse.trace)
res.error=createOntologyAliasResponse.error
res.success=False
return res
#get user language
serv_topic = rospy.get_param('rapp_mysql_wrapper_user_fetch_data_topic')
if(not serv_topic):
rospy.logerror("rapp_mysql_wrapper_user_fetch_data_topic param not found")
res.trace.append("rapp_mysql_wrapper_user_fetch_data_topic param not found")
res.error="mysql_wrapper_rapp_read_data topic param not found"
res.success=False
return res
rospy.wait_for_service(serv_topic)
knowrob_service = rospy.ServiceProxy(serv_topic, fetchDataSrv)
fetchDataSrvReq = fetchDataSrvRequest()
fetchDataSrvReq.req_cols=["language"]
fetchDataSrvReq.where_data=[StringArrayMsg(s=["username",req.username])]
#print fetchDataSrvReq.where_data
fetchDataSrvResponse = knowrob_service(fetchDataSrvReq)
if(fetchDataSrvResponse.success.data!=True):
#print fetchDataSrvResponse.res_data[0].s[0];
res.trace.extend(fetchDataSrvResponse.trace)
res.error=fetchDataSrvResponse.trace[0]
res.success=False
return res
userLanguage=fetchDataSrvResponse.res_data[0].s[0];
#print userLanguage
#
#Check if test type exists (if a test type is provided)
serv_topic = rospy.get_param('rapp_knowrob_wrapper_subclasses_of_topic')
if(not serv_topic):
rospy.logerror("rapp_knowrob_wrapper_subclasses_of_topic topic param not found")
res.trace.append("rapp_knowrob_wrapper_subclasses_of_topic topic param not found")
res.error="rapp_knowrob_wrapper_subclasses_of_topic topic param not found"
res.success=False
return res
rospy.wait_for_service(serv_topic)
knowrob_service = rospy.ServiceProxy(serv_topic, ontologySubSuperClassesOfSrv)
testTypesReq = ontologySubSuperClassesOfSrvRequest()
testTypesReq.ontology_class="CognitiveTests"
testTypesResponse = knowrob_service(testTypesReq)
if(testTypesResponse.success!=True):
res.trace.extend(testTypesResponse.trace)
res.trace.append("cannot load test categories from ontology")
res.error=testTypesResponse.error+"cannot load test categories from ontology"
res.success=False
return res
testTypesList=[]
for s in testTypesResponse.results:
#res.trace.append(s)
tmpList=s.split('#')
testTypesList.append(tmpList[1])
serv_topic = rospy.get_param('rapp_knowrob_wrapper_user_performance_cognitve_tests')
if(not serv_topic):
rospy.logerror("rapp_knowrob_wrapper_user_performance_cognitve_tests topic not foud")
res.trace.append("mysql_wrapper_rapp_read_data topic param not found")
res.error="mysql_wrapper_rapp_read_data topic param not found"
res.success=False
return res
if(req.testType==""):
res.trace.append("no test type provided, will use least recently used")
noRecordsList=[]
d1=OrderedDict()
for s in testTypesList:
userPerformanceReq=userPerformanceCognitveTestsSrvRequest()
userPerformanceReq.test_type=s
userPerformanceReq.ontology_alias=createOntologyAliasResponse.ontology_alias
knowrob_service = rospy.ServiceProxy(serv_topic, userPerformanceCognitveTestsSrv)
userPerformanceResponse = knowrob_service(userPerformanceReq)
if(userPerformanceResponse.success!=True):
noRecordsList.append(s)
else:
tmpUserPerfOrganizedByTimestamp=self.organizeUserPerformance(userPerformanceResponse)
t1=tmpUserPerfOrganizedByTimestamp.items()[0][0]
d1[t1]=[s]
if(len(noRecordsList)>0):
req.testType=random.choice(noRecordsList)
res.trace.append("made random choice from the test types which were never used by the user, choice was: "+ req.testType)
else:
d1=OrderedDict(sorted(d1.items(), key=lambda t: t[0]))
req.testType=d1.values()[0][0]
res.trace.append("all test types had performance records.. least recently used one was :"+ req.testType)
else:
if (req.testType not in testTypesList):
res.trace.append("testType provided does not exist")
res.error="testType provided does not exist"
res.success=False
return res
# check if performance records exist for the selected test in order to determine the difficulty setting
noUserPerformanceRecordsExist=False;
chosenDif="1"
userPerformanceReq=userPerformanceCognitveTestsSrvRequest()
userPerformanceReq.test_type=req.testType
userPerformanceReq.ontology_alias=createOntologyAliasResponse.ontology_alias
knowrob_service = rospy.ServiceProxy(serv_topic, userPerformanceCognitveTestsSrv)
userPerformanceResponse = knowrob_service(userPerformanceReq)
if(userPerformanceResponse.success!=True):
res.trace.extend(userPerformanceResponse.trace)
res.trace.append("KnowRob wrapper returned no performance records for this user.. will start with a a difficulty setting of 1")
noUserPerformanceRecordsExist=True
else:
userPerfOrganizedByTimestamp=self.organizeUserPerformance(userPerformanceResponse)
for k, v in userPerfOrganizedByTimestamp.items():
if(currentTimestamp-k>15552000000):
del userPerfOrganizedByTimestamp[k]
else:
break
userScore=self.calculateUserScore(userPerfOrganizedByTimestamp)
res.trace.append("user score :"+str(userScore))
if(userScore==0):
chosenDif="1"
elif(userScore<0.75*100):
chosenDif="1"
elif(userScore<0.75*2*100):
chosenDif="2"
else: #(userScore>0.75*3*100)
chosenDif="3"
res.trace.append("Chosen Diff :"+chosenDif)
#Get cognitive tests of the selected type.
serv_topic = rospy.get_param('rapp_knowrob_wrapper_cognitive_tests_of_type')
if(not serv_topic):
rospy.logerror("rapp_knowrob_wrapper_cognitive_tests_of_type not found")
res.trace.append("rapp_knowrob_wrapper_cognitive_tests_of_type not found")
res.error="rapp_knowrob_wrapper_cognitive_tests_of_type not found"
res.success=False
return res
cognitiveTestsOfTypeSrvReq=cognitiveTestsOfTypeSrvRequest()
cognitiveTestsOfTypeSrvReq.test_type=req.testType
cognitiveTestsOfTypeSrvReq.test_language=userLanguage
knowrob_service = rospy.ServiceProxy(serv_topic, cognitiveTestsOfTypeSrv)
cognitiveTestsOfTypeResponse = knowrob_service(cognitiveTestsOfTypeSrvReq)
if(cognitiveTestsOfTypeResponse.success!=True):
res.trace.extend(cognitiveTestsOfTypeResponse.trace)
res.error=cognitiveTestsOfTypeResponse.error
res.success=False
return res
#print "after tests........."
#Filter the tests according to the determined difficulty
success,testsOfTypeOrdered=self.filterTestsbyDifficulty(cognitiveTestsOfTypeResponse,chosenDif,res)
#If no test exists
if(not success): #not len(testsOfTypeOrdered)>0):
res.trace.append("Error, no tests of type contained in the ontology... cannot proceed")
res.error="Error, no tests of type contained in the ontology... cannot proceed"
res.success=False
return res
#Choose the least recently used test of the given test type and difficulty and obtain the path to the xml file
finalTestname=""
finalTestFilePath=""
if(noUserPerformanceRecordsExist):
#print "inside no records"
finalTestname=random.choice(testsOfTypeOrdered.keys())
finalTest=testsOfTypeOrdered[finalTestname]
finalTestFilePath=finalTest[0][0]
else:
testsOfTypeOrderedCopy=testsOfTypeOrdered.copy()
for k, v in userPerfOrganizedByTimestamp.items():
if(v[0][0] in testsOfTypeOrderedCopy):
del testsOfTypeOrderedCopy[v[0][0]]
if(len(testsOfTypeOrderedCopy)>0):
finalTestname=random.choice(testsOfTypeOrderedCopy.keys())
finalTest=testsOfTypeOrderedCopy[finalTestname]
finalTestFilePath=finalTest[0][0]
else:
finalTestname=userPerfOrganizedByTimestamp.values()[len(userPerfOrganizedByTimestamp)-1]
finalTestname=finalTestname[0][0]
finalTest=testsOfTypeOrdered[finalTestname]
finalTestFilePath=finalTest[0][0]
#Retrieve the name of the selected test
tmpList=finalTestname.split('#')
res.test=tmpList[1]
#Parse the test xml file and retrieve the desired information
rospack = rospkg.RosPack()
localPackagePath=rospack.get_path('rapp_cognitive_exercise')
finalTestFilePath=localPackagePath+finalTestFilePath
res.trace.append(finalTestFilePath)
self.retrieveDataFromTestXml(finalTestFilePath,res,userLanguage)
res.language=userLanguage
res.success=True
except IndexError:
res.trace.append("Null pointer exception.. some argument was empty")
res.error="Null pointer exception.. some argument was empty"
res.success=False
#print "Wrong Query Input Format, check for empty required columns list or wrong/incomplete Query data format"
except IOError:
res.success=False
res.trace.append("IO Error, cant open file or read data")
res.error="IO Error, cant open file or read data"
return res
def chooserFunction(self, req):
currentTimestamp = int(time.time()) #15552000000 for last 3 months
try:
res = testSelectorSrvResponse()
#obtain user's ontology alias. It will be created if it does not exist in case of invalid username it will be caught
serv_topic = rospy.get_param(
'rapp_knowrob_wrapper_create_ontology_alias')
if (not serv_topic):
rospy.logerror(
"rapp_knowrob_wrapper_create_ontology_alias param not found"
)
res.trace.append(
"rapp_knowrob_wrapper_create_ontology_alias param not found"
)
res.error = "rapp_knowrob_wrapper_create_ontology_alias param not found"
res.success = False
return res
rospy.wait_for_service(serv_topic)
knowrob_service = rospy.ServiceProxy(serv_topic,
createOntologyAliasSrv)
createOntologyAliasReq = createOntologyAliasSrvRequest()
createOntologyAliasReq.username = req.username
createOntologyAliasResponse = knowrob_service(
createOntologyAliasReq)
if (createOntologyAliasResponse.success != True):
res.trace.extend(createOntologyAliasResponse.trace)
res.error = createOntologyAliasResponse.error
res.success = False
return res
#get user language
serv_topic = rospy.get_param(
'rapp_mysql_wrapper_user_fetch_data_topic')
if (not serv_topic):
rospy.logerror(
"rapp_mysql_wrapper_user_fetch_data_topic param not found")
res.trace.append(
"rapp_mysql_wrapper_user_fetch_data_topic param not found")
res.error = "mysql_wrapper_rapp_read_data topic param not found"
res.success = False
return res
rospy.wait_for_service(serv_topic)
knowrob_service = rospy.ServiceProxy(serv_topic, fetchDataSrv)
fetchDataSrvReq = fetchDataSrvRequest()
fetchDataSrvReq.req_cols = ["language"]
fetchDataSrvReq.where_data = [
StringArrayMsg(s=["username", req.username])
]
#print fetchDataSrvReq.where_data
fetchDataSrvResponse = knowrob_service(fetchDataSrvReq)
if (fetchDataSrvResponse.success.data != True):
#print fetchDataSrvResponse.res_data[0].s[0];
res.trace.extend(fetchDataSrvResponse.trace)
res.error = fetchDataSrvResponse.trace[0]
res.success = False
return res
userLanguage = fetchDataSrvResponse.res_data[0].s[0]
#print userLanguage
#
#Check if test type exists (if a test type is provided)
serv_topic = rospy.get_param(
'rapp_knowrob_wrapper_subclasses_of_topic')
if (not serv_topic):
rospy.logerror(
"rapp_knowrob_wrapper_subclasses_of_topic topic param not found"
)
res.trace.append(
"rapp_knowrob_wrapper_subclasses_of_topic topic param not found"
)
res.error = "rapp_knowrob_wrapper_subclasses_of_topic topic param not found"
res.success = False
return res
rospy.wait_for_service(serv_topic)
knowrob_service = rospy.ServiceProxy(serv_topic,
ontologySubSuperClassesOfSrv)
testTypesReq = ontologySubSuperClassesOfSrvRequest()
testTypesReq.ontology_class = "CognitiveTests"
testTypesResponse = knowrob_service(testTypesReq)
if (testTypesResponse.success != True):
res.trace.extend(testTypesResponse.trace)
res.trace.append("cannot load test categories from ontology")
res.error = testTypesResponse.error + "cannot load test categories from ontology"
res.success = False
return res
testTypesList = []
for s in testTypesResponse.results:
#res.trace.append(s)
tmpList = s.split('#')
testTypesList.append(tmpList[1])
serv_topic = rospy.get_param(
'rapp_knowrob_wrapper_user_performance_cognitve_tests')
if (not serv_topic):
rospy.logerror(
"rapp_knowrob_wrapper_user_performance_cognitve_tests topic not foud"
)
res.trace.append(
"mysql_wrapper_rapp_read_data topic param not found")
res.error = "mysql_wrapper_rapp_read_data topic param not found"
res.success = False
return res
if (req.testType == ""):
res.trace.append(
"no test type provided, will use least recently used")
noRecordsList = []
d1 = OrderedDict()
for s in testTypesList:
userPerformanceReq = userPerformanceCognitveTestsSrvRequest(
)
userPerformanceReq.test_type = s
userPerformanceReq.ontology_alias = createOntologyAliasResponse.ontology_alias
knowrob_service = rospy.ServiceProxy(
serv_topic, userPerformanceCognitveTestsSrv)
userPerformanceResponse = knowrob_service(
userPerformanceReq)
if (userPerformanceResponse.success != True):
noRecordsList.append(s)
else:
tmpUserPerfOrganizedByTimestamp = self.organizeUserPerformance(
userPerformanceResponse)
t1 = tmpUserPerfOrganizedByTimestamp.items()[0][0]
d1[t1] = [s]
if (len(noRecordsList) > 0):
req.testType = random.choice(noRecordsList)
res.trace.append(
"made random choice from the test types which were never used by the user, choice was: "
+ req.testType)
else:
d1 = OrderedDict(sorted(d1.items(), key=lambda t: t[0]))
req.testType = d1.values()[0][0]
res.trace.append(
"all test types had performance records.. least recently used one was :"
+ req.testType)
else:
if (req.testType not in testTypesList):
res.trace.append("testType provided does not exist")
res.error = "testType provided does not exist"
res.success = False
return res
# check if performance records exist for the selected test in order to determine the difficulty setting
noUserPerformanceRecordsExist = False
chosenDif = "1"
userPerformanceReq = userPerformanceCognitveTestsSrvRequest()
userPerformanceReq.test_type = req.testType
userPerformanceReq.ontology_alias = createOntologyAliasResponse.ontology_alias
knowrob_service = rospy.ServiceProxy(
serv_topic, userPerformanceCognitveTestsSrv)
userPerformanceResponse = knowrob_service(userPerformanceReq)
if (userPerformanceResponse.success != True):
res.trace.extend(userPerformanceResponse.trace)
res.trace.append(
"KnowRob wrapper returned no performance records for this user.. will start with a a difficulty setting of 1"
)
noUserPerformanceRecordsExist = True
else:
userPerfOrganizedByTimestamp = self.organizeUserPerformance(
userPerformanceResponse)
for k, v in userPerfOrganizedByTimestamp.items():
if (currentTimestamp - k > 15552000000):
del userPerfOrganizedByTimestamp[k]
else:
break
userScore = self.calculateUserScore(
userPerfOrganizedByTimestamp)
res.trace.append("user score :" + str(userScore))
if (userScore == 0):
chosenDif = "1"
elif (userScore < 0.75 * 100):
chosenDif = "1"
elif (userScore < 0.75 * 2 * 100):
chosenDif = "2"
else: #(userScore>0.75*3*100)
chosenDif = "3"
res.trace.append("Chosen Diff :" + chosenDif)
#Get cognitive tests of the selected type.
serv_topic = rospy.get_param(
'rapp_knowrob_wrapper_cognitive_tests_of_type')
if (not serv_topic):
rospy.logerror(
"rapp_knowrob_wrapper_cognitive_tests_of_type not found")
res.trace.append(
"rapp_knowrob_wrapper_cognitive_tests_of_type not found")
res.error = "rapp_knowrob_wrapper_cognitive_tests_of_type not found"
res.success = False
return res
cognitiveTestsOfTypeSrvReq = cognitiveTestsOfTypeSrvRequest()
cognitiveTestsOfTypeSrvReq.test_type = req.testType
cognitiveTestsOfTypeSrvReq.test_language = userLanguage
knowrob_service = rospy.ServiceProxy(serv_topic,
cognitiveTestsOfTypeSrv)
cognitiveTestsOfTypeResponse = knowrob_service(
cognitiveTestsOfTypeSrvReq)
if (cognitiveTestsOfTypeResponse.success != True):
res.trace.extend(cognitiveTestsOfTypeResponse.trace)
res.error = cognitiveTestsOfTypeResponse.error
res.success = False
return res
#print "after tests........."
#Filter the tests according to the determined difficulty
success, testsOfTypeOrdered = self.filterTestsbyDifficulty(
cognitiveTestsOfTypeResponse, chosenDif, res)
#If no test exists
if (not success): #not len(testsOfTypeOrdered)>0):
res.trace.append(
"Error, no tests of type contained in the ontology... cannot proceed"
)
res.error = "Error, no tests of type contained in the ontology... cannot proceed"
res.success = False
return res
#Choose the least recently used test of the given test type and difficulty and obtain the path to the xml file
finalTestname = ""
finalTestFilePath = ""
if (noUserPerformanceRecordsExist):
#print "inside no records"
finalTestname = random.choice(testsOfTypeOrdered.keys())
finalTest = testsOfTypeOrdered[finalTestname]
finalTestFilePath = finalTest[0][0]
else:
testsOfTypeOrderedCopy = testsOfTypeOrdered.copy()
for k, v in userPerfOrganizedByTimestamp.items():
if (v[0][0] in testsOfTypeOrderedCopy):
del testsOfTypeOrderedCopy[v[0][0]]
if (len(testsOfTypeOrderedCopy) > 0):
finalTestname = random.choice(
testsOfTypeOrderedCopy.keys())
finalTest = testsOfTypeOrderedCopy[finalTestname]
finalTestFilePath = finalTest[0][0]
else:
finalTestname = userPerfOrganizedByTimestamp.values()[
len(userPerfOrganizedByTimestamp) - 1]
finalTestname = finalTestname[0][0]
finalTest = testsOfTypeOrdered[finalTestname]
finalTestFilePath = finalTest[0][0]
#Retrieve the name of the selected test
tmpList = finalTestname.split('#')
res.test = tmpList[1]
#Parse the test xml file and retrieve the desired information
rospack = rospkg.RosPack()
localPackagePath = rospack.get_path('rapp_cognitive_exercise')
finalTestFilePath = localPackagePath + finalTestFilePath
res.trace.append(finalTestFilePath)
self.retrieveDataFromTestXml(finalTestFilePath, res, userLanguage)
res.language = userLanguage
res.success = True
except IndexError:
res.trace.append(
"Null pointer exception.. some argument was empty")
res.error = "Null pointer exception.. some argument was empty"
res.success = False
#print "Wrong Query Input Format, check for empty required columns list or wrong/incomplete Query data format"
except IOError:
res.success = False
res.trace.append("IO Error, cant open file or read data")
res.error = "IO Error, cant open file or read data"
return res