#!/usr/bin/python3 # Copyright 2023 Google LLC # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to in writing, software # distributed under the License is distributed on an "AS IS" BASIS, # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. # See the License for the specific language governing permissions and # limitations under the License. """Targets the pandas to_datetime function.""" import sys import atheris import pandas as pd from pandas.errors import ( ParserError, OutOfBoundsDatetime ) def TestOneInput(data): fdp = atheris.FuzzedDataProvider(data) try: input_str = fdp.ConsumeUnicodeNoSurrogates(100) errors = fdp.PickValueInList(['raise', 'coerce', 'ignore', fdp.ConsumeUnicodeNoSurrogates(20)]) unit = fdp.PickValueInList([None, 'ns', 'us', 'ms', 's', 'D', 'M', 'Y', fdp.ConsumeUnicodeNoSurrogates(20)]) origin = fdp.PickValueInList(['unix', 'julian', 'epoch', fdp.ConsumeUnicodeNoSurrogates(20)]) dayfirst = fdp.ConsumeBool() yearfirst = fdp.ConsumeBool() exact = fdp.ConsumeBool() cache = fdp.ConsumeBool() pd.to_datetime( arg=input_str, errors=errors, unit=unit, origin=origin, dayfirst=dayfirst, yearfirst=yearfirst, exact=exact, cache=cache ) except ( ParserError, # When parsing a date from string fails. ValueError, # When another datetime conversion error happens. OutOfBoundsDatetime # catching attempts to create a DatetimeIndex, which may raise from cast() ): pass def main(): atheris.Setup(sys.argv, TestOneInput) atheris.instrument_all() atheris.Fuzz() if __name__ == "__main__": main()