def formatPredictResult(result, digits=2):
tableTwoData = []
try:
prefromyear = timeFormat(result["prefromyear"], "year")
pretoyear = timeFormat(result["pretoyear"], "year")
i = 0
while prefromyear <= pretoyear:
temp = {
'year': prefromyear.strftime("%Y"),
'predict': round(result['preresult'][i], digits)
}
tableTwoData.append(temp)
i += 1
prefromyear = getNextYear(prefromyear)
re = {
"tableOneData": [{
'mape': round(result["MAPE"], 2),
"rmse": round(result["RMSE"], 2)
}],
"tableTwoData":
tableTwoData,
}
if 'unit' in result:
re.update({'unit': result['unit']})
except Exception as e:
print('formatPredictResult error', repr(e))
return None
return re
def getSubTypesOf(nodeset, node, skipNodes=[]):
if node in skipNodes:
return []
re = set()
re.add(node)
for ref in node.references:
if (ref.referenceType == hassubtype):
skipAll = set()
skipAll.update(skipNodes)
skipAll.update(re)
if (ref.source == node.id and ref.isForward):
re.update(getSubTypesOf(nodeset, nodeset.nodes[ref.target], skipNodes=skipAll))
elif (ref.target == node.id and not ref.isForward):
re.update(getSubTypesOf(nodeset, nodeset.nodes[ref.source], skipNodes=skipAll))
return re
def getSubTypesOf(nodeset, node, skipNodes=[]):
if node in skipNodes:
return []
re = set()
re.add(node)
for ref in node.references:
if (ref.referenceType == hassubtype):
skipAll = set()
skipAll.update(skipNodes)
skipAll.update(re)
if (ref.source == node.id and ref.isForward):
re.update(getSubTypesOf(nodeset, nodeset.nodes[ref.target], skipNodes=skipAll))
elif (ref.target == node.id and not ref.isForward):
re.update(getSubTypesOf(nodeset, nodeset.nodes[ref.source], skipNodes=skipAll))
return re
