def __init__(self, region, interval):
self._bucketedUserData.clear()
self._region = region
self._center = self._region.getCenter()
self._interval = interval
self._usersData = UsersData.getUsersData()
self._bucketUserData()
self._normalizeBuckets()
def _updateExpertiseRegions(self, expertise):
dictRegionPartition = {}
usersData = UsersData.getUsersData()
for userData in usersData:
regionName = userData[5]
if regionName in dictRegionPartition:
dictRegionPartition[regionName].append(userData)
else:
dictRegionPartition[regionName] = [userData]
print "Regions: ", dictRegionPartition.keys()
dictCenters = {}
for model in self._dictExpertModels[expertise]:
dictCenters[model["regionName"]] = model["center"]
expertRegions = []
for regionName in dictRegionPartition:
usersData = dictRegionPartition[regionName]
print regionName, " has ", len(usersData), " users assigned to it out of", len(
UsersData.getUsersData()
), " users"
leftTop, rightBottom = self._getBoundingBox(usersData)
try:
expertRegion = Region(
leftTop,
rightBottom,
center=dictCenters[regionName],
name=regionName,
isParent=True,
expertise=expertise,
)
expertRegions.append(expertRegion)
except:
print "Region invalid.. discarded!!"
self._dictExpertiseRegions[expertise] = expertRegions
