def report(project, tablename, datestring1, datestring2, value_key):
dataloggerweb = DataLoggerWeb(DATALOGGER_URL)
starttime = time.time()
print "Comparing %s/%s value_key %s for dates %s and %s" % (project, tablename, value_key, datestring1, datestring2)
cm = CorrelationMatrixTime(dataloggerweb, project, tablename, datestring1, datestring2, value_key)
print "TOP most differing keys"
for key, coefficient in sorted(cm.items(), key=lambda items: items[1], reverse=True)[:20]:
print key, coefficient
print "Duration %f" %(time.time() - starttime)
def loads(data):
cm = CorrelationMatrixTime.__new__(CorrelationMatrix)
cm.__data = eval(json.loads(data))
return cm
