oss-fuzz/projects/dask/fuzz_fuse.py

77 lines
1.8 KiB
Python

#!/usr/bin/python3
# Copyright 2022 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.
import sys
import atheris
import dask
from dask.optimization import (
fuse,
fuse_linear,
)
from dask.utils_test import dec, inc, add
def get_fuse_dict(data):
fdp = atheris.FuzzedDataProvider(data)
fuse_dict = dict()
number_of_entries = fdp.ConsumeIntInRange(1, 50)
operations = [dec, inc, add]
previous_keys = list()
key="a"
fuse_dict[key] = 1
previous_keys.append(key)
for i in range(number_of_entries):
newk=key+str(i)
val_op = operations[fdp.ConsumeIntInRange(0, 2)]
val_id = previous_keys[fdp.ConsumeIntInRange(0, len(previous_keys)-1)]
fuse_dict[newk] = (val_op, val_id)
previous_keys.append(newk)
return fuse_dict
@atheris.instrument_func
def TestOneInput(data):
if len(data) < 10:
return
fdp = atheris.FuzzedDataProvider(data)
fuzzed_dict = get_fuse_dict(data)
if len(fuzzed_dict) == 0:
return
if fdp.ConsumeBool():
fuse(
fuzzed_dict,
rename_keys=fdp.ConsumeBool()
)
else:
fuse_linear(
fuzzed_dict,
rename_keys=fdp.ConsumeBool()
)
def main():
atheris.instrument_all()
atheris.Setup(sys.argv, TestOneInput, enable_python_coverage=True)
atheris.Fuzz()
if __name__ == "__main__":
main()