Files
keenetic-grafana-monitoring/value_normalizer.py
Vitaliy Skrypnyk cba96f79c3 Migrate to json path
2020-07-27 23:31:30 +03:00

35 lines
877 B
Python

import re
def isstring(value): return isinstance(value, str)
def isfloat(value: str): return (re.match(r'^-?\d+(?:\.\d+)?$', value) is not None)
def isinteger(value: str): return (re.match('^\d+$', value) is not None)
def isvalidmetric(value) : return isinstance(value, int) or isinstance(value, float) or isinstance(value, bool)
def normalize_value(value):
if value is None:
return None
if isstring(value):
value = parse_string(value)
if isvalidmetric(value):
return value
else:
print("WARN Value: " + str(value) + " is not valid metric type")
return None
def parse_string(value):
value = remove_data_unit(value)
if isinteger(value):
value = int(value)
elif isfloat(value):
value = float(value)
return value
def remove_data_unit(value: str):
return value.replace(" kB", "")