def saveData(self, featureName, inputParamValList, dataDictionary):
from Utils.DataUtils import DataUtils
"""inputParamList=[]
inputParamValList=[]
for tupleVal in inputParamTuple:
inputParamList.append(tupleVal[0])
inputParamValList.append(tupleVal[1])
"""
inputKeyList = []
inputKeyList.append(featureName)
"""for inputParam in inputParamList:
inputKeyList.append(inputParam)"""
featureKey = DataUtils.getUniqueKey(inputKeyList)
inputParamListKey = DataUtils.getUniqueKey(inputParamValList)
thisFeatureDict = {}
#Check if this feature has been cached before
if self.allFeaturesData.has_key(featureKey) is True:
thisFeatureDict = self.allFeaturesData[featureKey]
#Check if this input params set has been cached before
if thisFeatureDict.has_key(inputParamListKey) is False:
#Putting new entry
thisFeatureDict[inputParamListKey] = dataDictionary
else:
#Replacing current entry
thisFeatureDict[inputParamListKey] = dataDictionary
self.allFeaturesData[featureKey] = thisFeatureDict
else:
thisFeatureDict = {}
thisFeatureDict[inputParamListKey] = dataDictionary
self.allFeaturesData[featureKey] = thisFeatureDict
def getData(self, featureName, inputParamValList):
from Utils.DataUtils import DataUtils
"""inputParamList=[]
inputParamValList=[]
print inputParamTuple
for tupleVal in inputParamTuple:
inputParamList.append(tupleVal[0])
inputParamValList.append(tupleVal[1])
"""
inputKeyList = []
inputKeyList.append(featureName)
"""for inputParam in inputParamList:
inputKeyList.append(inputParam)
"""
featureKey = DataUtils.getUniqueKey(inputKeyList)
dataKey = DataUtils.getUniqueKey(inputParamValList)
if self.allFeaturesData.has_key(featureKey) is True:
featureDataList = self.allFeaturesData[featureKey]
if featureDataList.has_key(dataKey) is True:
return featureDataList[dataKey]
return None
def fetchInputAgents(self):
if self.agentsFetchQuery is not None:
from Utils.dbAdapter import dbAdapter
from Utils.DataUtils import DataUtils
from Utils.Log import Log
dbAdapter = dbAdapter('REPLICASQL')
self.agentsDataList = dbAdapter.fetchData(self.agentsFetchQuery)
self.allAgentsDataDict = {}
for agentData in self.agentsDataList:
currentAgentData = {}
#Converting complete agent data to dictionary for easy computation
for element in agentData:
currentAgentData[element[0]] = element[1]
if currentAgentData['Grade'] not in (3, 4, 5):
continue
#Segregating parts of a key and generating key to calculate aggregate values for a key
listOfKeyParts = [
currentAgentData['UserID'], currentAgentData['EmployeeId'],
currentAgentData['Grade'], currentAgentData['GroupId'],
currentAgentData['UserGroupName'],
currentAgentData['limit'], currentAgentData['BucketSize'],
currentAgentData['PPLLimit']
]
agentDataKey = DataUtils.getUniqueKey(listOfKeyParts)
#To check if this agent key is already there in processed agents dictionary
#Log.d(InputDataExtracter.TAG,str(agentDataKey))
if self.allAgentsDataDict.has_key(agentDataKey) is True:
#If there was data corresponding to this agent key in all Agents dictionary
previousAgentsData = self.allAgentsDataDict[agentDataKey]
previousAgentsData[
'LeadsCount'] = previousAgentsData['LeadsCount'] + 1
previousAgentsData['LeadsPPL'] = previousAgentsData[
'LeadsPPL'] + currentAgentData['LeadsPPL']
previousAgentsData['L1Count'] = previousAgentsData[
'L1Count'] + currentAgentData['L1Count']
previousAgentsData['L2Count'] = previousAgentsData[
'L2Count'] + currentAgentData['L2Count']
previousAgentsData['L3Count'] = previousAgentsData[
'L3Count'] + currentAgentData['L3Count']
else:
#If there was no data previously for this agent in dictionary;previousAgentsData name misleading
previousAgentsData = {}
previousAgentsData['LeadsCount'] = 1
previousAgentsData['LeadsPPL'] = currentAgentData[
'LeadsPPL']
previousAgentsData['Grade'] = currentAgentData['Grade']
previousAgentsData['GroupId'] = currentAgentData['GroupId']
previousAgentsData['GroupName'] = currentAgentData[
'UserGroupName']
previousAgentsData['DailyLimit'] = currentAgentData[
'limit']
previousAgentsData['BucketSize'] = currentAgentData[
'BucketSize']
previousAgentsData['MaxLeadsPPLCount'] = currentAgentData[
'PPLLimit']
previousAgentsData['L1Count'] = currentAgentData['L1Count']
previousAgentsData['L2Count'] = currentAgentData['L2Count']
previousAgentsData['L3Count'] = currentAgentData['L3Count']
previousAgentsData['UserId'] = currentAgentData['UserID']
previousAgentsData['EmployeeId'] = currentAgentData[
'EmployeeId']
self.allAgentsDataDict[agentDataKey] = previousAgentsData
return self.allAgentsDataDict
else:
return None