blob: 312b2d9704d3b635797c061f4184594f3da6f1fb [file] [log] [blame]
// Copyright 2016 Google Inc. All rights reserved.
//
// 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.
#include "src/mutator.h"
#include <algorithm>
#include <set>
#include <string>
#include <tuple>
#include <utility>
#include <vector>
#include "port/gtest.h"
#include "src/binary_format.h"
#include "src/mutator_test_proto2.pb.h"
#include "src/mutator_test_proto3.pb.h"
#include "src/text_format.h"
namespace protobuf_mutator {
using protobuf::util::MessageDifferencer;
using testing::TestWithParam;
using testing::ValuesIn;
const char kMessages[] = R"(
required_msg {}
optional_msg {}
repeated_msg {}
repeated_msg {required_sint32: 56}
repeated_msg {}
repeated_msg {
required_msg {}
optional_msg {}
repeated_msg {}
repeated_msg { required_int32: 67 }
repeated_msg {}
}
any {
[type.googleapis.com/protobuf_mutator.Msg] {
optional_msg {}
repeated_msg {}
any {
[type.googleapis.com/protobuf_mutator.Msg3.SubMsg] {
optional_int64: -5
}
}
}
}
)";
const char kMessagesProto3[] = R"(
optional_msg {}
repeated_msg {}
repeated_msg {optional_sint32: 56}
repeated_msg {}
repeated_msg {
optional_msg {}
repeated_msg {}
repeated_msg { optional_int32: 67 }
repeated_msg {}
}
any {
[type.googleapis.com/protobuf_mutator.Msg] {
optional_msg {}
repeated_msg {}
any {
[type.googleapis.com/protobuf_mutator.Msg3.SubMsg] {
optional_int64: -5
}
}
}
}
)";
const char kRequiredFields[] = R"(
required_double: 1.26685288449177e-313
required_float: 5.9808638e-39
required_int32: 67
required_int64: 5285068
required_uint32: 14486213
required_uint64: 520229415
required_sint32: 56
required_sint64: -6057486163525532641
required_fixed32: 8812173
required_fixed64: 273731277756
required_sfixed32: 43142
required_sfixed64: 132
required_bool: false
required_string: "qwert"
required_bytes: "asdf"
)";
const char kOptionalFields[] = R"(
optional_double: 1.93177850152856e-314
optional_float: 4.7397519e-41
optional_int32: 40020
optional_int64: 10
optional_uint32: 40
optional_uint64: 159
optional_sint32: 44015
optional_sint64: 17493625000076
optional_fixed32: 193
optional_fixed64: 8542688694448488723
optional_sfixed32: 4926
optional_sfixed64: 60
optional_bool: true
optional_string: "QWERT"
optional_bytes: "ASDF"
optional_enum: ENUM_5
)";
const char kRepeatedFields[] = R"(
repeated_double: 1.93177850152856e-314
repeated_double: 1.26685288449177e-313
repeated_float: 4.7397519e-41
repeated_float: 5.9808638e-39
repeated_int32: 40020
repeated_int32: 67
repeated_int64: 10
repeated_int64: 5285068
repeated_uint32: 40
repeated_uint32: 14486213
repeated_uint64: 159
repeated_uint64: 520229415
repeated_sint32: 44015
repeated_sint32: 56
repeated_sint64: 17493625000076
repeated_sint64: -6057486163525532641
repeated_fixed32: 193
repeated_fixed32: 8812173
repeated_fixed64: 8542688694448488723
repeated_fixed64: 273731277756
repeated_sfixed32: 4926
repeated_sfixed32: 43142
repeated_sfixed64: 60
repeated_sfixed64: 132
repeated_bool: false
repeated_bool: true
repeated_string: "QWERT"
repeated_string: "qwert"
repeated_bytes: "ASDF"
repeated_bytes: "asdf"
repeated_enum: ENUM_5
repeated_enum: ENUM_4
)";
const char kRequiredNestedFields[] = R"(
required_int32: 123
optional_msg {
required_double: 1.26685288449177e-313
required_float: 5.9808638e-39
required_int32: 67
required_int64: 5285068
required_uint32: 14486213
required_uint64: 520229415
required_sint32: 56
required_sint64: -6057486163525532641
required_fixed32: 8812173
required_fixed64: 273731277756
required_sfixed32: 43142
required_sfixed64: 132
required_bool: false
required_string: "qwert"
required_bytes: "asdf"
}
)";
const char kRequiredInAnyFields[] = R"(
any {
[type.googleapis.com/protobuf_mutator.Msg] {
required_uint32: 14486213
required_uint64: 520229415
required_sint64: -6057486163525532641
required_string: "qwert"
required_bytes: "asdf"
}
}
)";
const char kOptionalNestedFields[] = R"(
optional_int32: 123
optional_msg {
optional_double: 1.93177850152856e-314
optional_float: 4.7397519e-41
optional_int32: 40020
optional_int64: 10
optional_uint32: 40
optional_uint64: 159
optional_sint32: 44015
optional_sint64: 17493625000076
optional_fixed32: 193
optional_fixed64: 8542688694448488723
optional_sfixed32: 4926
optional_sfixed64: 60
optional_bool: true
optional_string: "QWERT"
optional_bytes: "ASDF"
optional_enum: ENUM_5
}
)";
const char kOptionalInAnyFields[] = R"(
any {
[type.googleapis.com/protobuf_mutator.Msg] {
optional_uint32: 440
optional_uint64: 1559
optional_sint32: 440615
optional_string: "XYZ"
optional_enum: ENUM_4
}
}
)";
const char kRepeatedNestedFields[] = R"(
optional_int32: 123
optional_msg {
repeated_double: 1.93177850152856e-314
repeated_double: 1.26685288449177e-313
repeated_float: 4.7397519e-41
repeated_float: 5.9808638e-39
repeated_int32: 40020
repeated_int32: 67
repeated_int64: 10
repeated_int64: 5285068
repeated_uint32: 40
repeated_uint32: 14486213
repeated_uint64: 159
repeated_uint64: 520229415
repeated_sint32: 44015
repeated_sint32: 56
repeated_sint64: 17493625000076
repeated_sint64: -6057486163525532641
repeated_fixed32: 193
repeated_fixed32: 8812173
repeated_fixed64: 8542688694448488723
repeated_fixed64: 273731277756
repeated_sfixed32: 4926
repeated_sfixed32: 43142
repeated_sfixed64: 60
repeated_sfixed64: 132
repeated_bool: false
repeated_bool: true
repeated_string: "QWERT"
repeated_string: "qwert"
repeated_bytes: "ASDF"
repeated_bytes: "asdf"
repeated_enum: ENUM_5
repeated_enum: ENUM_4
}
)";
const char kRepeatedInAnyFields[] = R"(
any {
[type.googleapis.com/protobuf_mutator.Msg] {
repeated_double: 1.931778501556e-31
repeated_double: 1.26685288449177e-31
repeated_float: 4.739759e-41
repeated_float: 5.98038e-39
repeated_int32: 400201
repeated_int32: 673
repeated_int64: 104
repeated_int64: 52850685
}
}
)";
const char kOptionalInDeepAnyFields[] = R"(
any {
[type.googleapis.com/protobuf_mutator.Msg] {
any {
[type.googleapis.com/protobuf_mutator.Msg] {
any {
[type.googleapis.com/protobuf_mutator.Msg] {
optional_double: 1.9317850152856e-314
optional_sint64: 1743625000076
optional_string: "XYZ"
}
}
}
}
}
}
)";
const char kUnknownFieldInput[] = R"(
optional_bool: true
unknown_field: "test unknown field"
)";
const char kUnknownFieldExpected[] = R"(optional_bool: true
)";
class TestMutator : public Mutator {
public:
explicit TestMutator(bool keep_initialized,
size_t random_to_default_ratio = 0) {
Seed(17);
if (random_to_default_ratio)
random_to_default_ratio_ = random_to_default_ratio;
keep_initialized_ = keep_initialized;
}
private:
RandomEngine random_;
};
class ReducedTestMutator : public TestMutator {
public:
ReducedTestMutator() : TestMutator(false, 4) {
for (float i = 1000; i > 0.1; i /= 7) {
values_.push_back(i);
values_.push_back(-i);
}
values_.push_back(-1.0);
values_.push_back(0.0);
values_.push_back(1.0);
}
protected:
int32_t MutateInt32(int32_t value) override { return GetRandomValue(); }
int64_t MutateInt64(int64_t value) override { return GetRandomValue(); }
uint32_t MutateUInt32(uint32_t value) override {
return fabs(GetRandomValue());
}
uint64_t MutateUInt64(uint64_t value) override {
return fabs(GetRandomValue());
}
float MutateFloat(float value) override { return GetRandomValue(); }
double MutateDouble(double value) override { return GetRandomValue(); }
std::string MutateString(const std::string& value,
int size_increase_hint) override {
return strings_[std::uniform_int_distribution<>(
0, strings_.size() - 1)(*random())];
}
private:
float GetRandomValue() {
return values_[std::uniform_int_distribution<>(
0, values_.size() - 1)(*random())];
}
std::vector<float> values_;
std::vector<std::string> strings_ = {
"", "\001", "\000", "a", "b", "ab",
};
};
std::vector<std::string> Split(const std::string& str) {
std::istringstream iss(str);
std::vector<std::string> result;
for (std::string line; std::getline(iss, line, '\n');) result.push_back(line);
return result;
}
using TestParams =
std::tuple<const protobuf::Message*, const char*, size_t, std::string>;
template <class T>
std::vector<TestParams> GetFieldTestParams(
const std::vector<const char*>& tests) {
std::vector<TestParams> results;
for (auto t : tests) {
auto lines = Split(t);
for (size_t i = 0; i != lines.size(); ++i) {
if (lines[i].find(':') != std::string::npos)
results.push_back(
std::make_tuple(&T::default_instance(), t, i, lines[i]));
}
}
return results;
}
template <class T>
std::vector<TestParams> GetMessageTestParams(
const std::vector<const char*>& tests) {
std::vector<TestParams> results;
for (auto t : tests) {
auto lines = Split(t);
for (size_t i = 0; i != lines.size(); ++i) {
if (lines[i].find("{}") != std::string::npos)
results.push_back(
std::make_tuple(&T::default_instance(), t, i, lines[i]));
}
}
return results;
}
bool Mutate(const protobuf::Message& from, const protobuf::Message& to,
int iterations = 100000) {
EXPECT_FALSE(MessageDifferencer::Equals(from, to));
ReducedTestMutator mutator;
std::unique_ptr<protobuf::Message> message(from.New());
EXPECT_FALSE(MessageDifferencer::Equals(from, to));
for (int j = 0; j < iterations; ++j) {
message->CopyFrom(from);
mutator.Mutate(message.get(), 1500);
if (MessageDifferencer::Equals(*message, to)) return true;
}
ADD_FAILURE() << "Failed to get from:\n"
<< from.DebugString() << "\nto:\n"
<< to.DebugString();
return false;
}
bool CrossOver(const protobuf::Message& from, const protobuf::Message& with,
const protobuf::Message& to, int iterations = 100000) {
EXPECT_FALSE(MessageDifferencer::Equals(from, to));
ReducedTestMutator mutator;
std::unique_ptr<protobuf::Message> message(from.New());
EXPECT_FALSE(MessageDifferencer::Equals(from, to));
for (int j = 0; j < iterations; ++j) {
message->CopyFrom(from);
mutator.CrossOver(with, message.get(), 1000);
if (MessageDifferencer::Equals(*message, to)) return true;
}
return false;
}
class MutatorTest : public TestWithParam<TestParams> {
protected:
void SetUp() override {
m1_.reset(std::get<0>(GetParam())->New());
m2_.reset(std::get<0>(GetParam())->New());
text_ = std::get<1>(GetParam());
line_ = std::get<2>(GetParam());
}
void LoadMessage(protobuf::Message* message) {
EXPECT_TRUE(ParseTextMessage(text_, message));
}
void LoadWithoutLine(protobuf::Message* message) {
std::ostringstream oss;
auto lines = Split(text_);
for (size_t i = 0; i != lines.size(); ++i) {
if (i != line_) oss << lines[i] << '\n';
}
EXPECT_TRUE(ParseTextMessage(oss.str(), message));
}
void LoadWithChangedLine(protobuf::Message* message, int value) {
auto lines = Split(text_);
std::ostringstream oss;
for (size_t i = 0; i != lines.size(); ++i) {
if (i != line_) {
oss << lines[i] << '\n';
} else {
std::string s = lines[i];
s.resize(s.find(':') + 2);
if (lines[i].back() == '\"') {
// strings
s += value ? "\"\\" + std::to_string(value) + "\"" : "\"\"";
} else if (lines[i].back() == 'e') {
// bools
s += value ? "true" : "false";
} else {
s += std::to_string(value);
}
oss << s << '\n';
}
}
EXPECT_TRUE(ParseTextMessage(oss.str(), message));
}
std::string text_;
size_t line_;
std::unique_ptr<protobuf::Message> m1_;
std::unique_ptr<protobuf::Message> m2_;
};
// These tests are irrelevant for Proto3 as it has no required fields and
// insertion/deletion.
class MutatorFieldInsDelTest : public MutatorTest {};
INSTANTIATE_TEST_SUITE_P(Proto2, MutatorFieldInsDelTest,
ValuesIn(GetFieldTestParams<Msg>(
{kRequiredFields, kOptionalFields, kRepeatedFields,
kRequiredNestedFields, kRequiredInAnyFields,
kOptionalNestedFields, kOptionalInAnyFields,
kRepeatedNestedFields, kRepeatedInAnyFields,
kOptionalInDeepAnyFields})));
TEST_P(MutatorFieldInsDelTest, DeleteField) {
LoadMessage(m1_.get());
LoadWithoutLine(m2_.get());
EXPECT_TRUE(Mutate(*m1_, *m2_));
}
INSTANTIATE_TEST_SUITE_P(Proto2, MutatorTest,
ValuesIn(GetFieldTestParams<Msg>(
{kRequiredFields, kOptionalFields, kRepeatedFields,
kRequiredNestedFields, kRequiredInAnyFields,
kOptionalNestedFields, kOptionalInAnyFields,
kRepeatedNestedFields, kRepeatedInAnyFields,
kOptionalInDeepAnyFields})));
INSTANTIATE_TEST_SUITE_P(Proto3, MutatorTest,
ValuesIn(GetFieldTestParams<Msg3>(
{kOptionalFields, kRepeatedFields,
kOptionalNestedFields, kOptionalInAnyFields,
kRepeatedNestedFields, kRepeatedInAnyFields,
kOptionalInDeepAnyFields})));
TEST_P(MutatorTest, Initialized) {
LoadWithoutLine(m1_.get());
TestMutator mutator(true);
mutator.Mutate(m1_.get(), 1000);
EXPECT_TRUE(m1_->IsInitialized());
}
TEST_P(MutatorTest, InsertField) {
LoadWithoutLine(m1_.get());
LoadWithChangedLine(m2_.get(), 1);
EXPECT_TRUE(Mutate(*m1_, *m2_));
}
TEST_P(MutatorTest, ChangeField) {
LoadWithChangedLine(m1_.get(), 0);
LoadWithChangedLine(m2_.get(), 1);
EXPECT_TRUE(Mutate(*m1_, *m2_, 1000000));
EXPECT_TRUE(Mutate(*m2_, *m1_, 1000000));
}
TEST_P(MutatorTest, CrossOver) {
LoadWithoutLine(m1_.get());
LoadMessage(m2_.get());
EXPECT_FALSE(MessageDifferencer::Equals(*m1_, *m2_));
TestMutator mutator(false);
EXPECT_TRUE(CrossOver(*m1_, *m2_, *m2_));
}
template <class Msg>
void RunCrossOver(const protobuf::Message& m1, const protobuf::Message& m2) {
Msg from;
from.add_repeated_msg()->CopyFrom(m1);
from.add_repeated_msg()->CopyFrom(m2);
from.mutable_repeated_msg(1)->add_repeated_string("repeated_string");
Msg to;
to.add_repeated_msg()->CopyFrom(m1);
to.add_repeated_msg()->CopyFrom(m1);
to.mutable_repeated_msg(1)->add_repeated_string("repeated_string");
EXPECT_TRUE(CrossOver(from, from, to));
}
TEST_P(MutatorTest, CopyField) {
LoadWithChangedLine(m1_.get(), 7);
LoadWithChangedLine(m2_.get(), 0);
if (m1_->GetDescriptor() == Msg::descriptor())
RunCrossOver<Msg>(*m1_, *m2_);
else
RunCrossOver<Msg3>(*m1_, *m2_);
}
TEST_P(MutatorTest, CloneField) {
LoadWithChangedLine(m1_.get(), 7);
LoadWithoutLine(m2_.get());
if (m1_->GetDescriptor() == Msg::descriptor())
RunCrossOver<Msg>(*m1_, *m2_);
else
RunCrossOver<Msg3>(*m1_, *m2_);
}
class MutatorSingleFieldTest : public MutatorTest {};
template <typename T>
class MutatorTypedTest : public ::testing::Test {
public:
using Message = T;
};
using MutatorTypedTestTypes = testing::Types<Msg, Msg3>;
TYPED_TEST_SUITE(MutatorTypedTest, MutatorTypedTestTypes);
TYPED_TEST(MutatorTypedTest, FailedMutations) {
TestMutator mutator(false);
size_t crossovers = 0;
for (int i = 0; i < 1000; ++i) {
typename TestFixture::Message messages[2];
typename TestFixture::Message tmp;
for (int j = 0; j < 20; ++j) {
for (auto& m : messages) {
tmp.CopyFrom(m);
mutator.Mutate(&m, 1000);
// Mutate must not produce the same result.
EXPECT_FALSE(MessageDifferencer::Equals(m, tmp));
}
}
tmp.CopyFrom(messages[1]);
mutator.CrossOver(messages[0], &tmp, 1000);
if (MessageDifferencer::Equals(tmp, messages[1]) ||
MessageDifferencer::Equals(tmp, messages[0]))
++crossovers;
}
// CrossOver may fail but very rare.
EXPECT_LT(crossovers, 100u);
}
TYPED_TEST(MutatorTypedTest, RegisterPostProcessor) {
std::set<std::string> top_mutations = {"0123456789abcdef",
"abcdef0123456789"};
TestMutator mutator(false);
for (auto& v : top_mutations) {
mutator.RegisterPostProcessor(
TestFixture::Message::descriptor(),
[=](protobuf::Message* message, unsigned int seed) {
auto test_message =
static_cast<typename TestFixture::Message*>(message);
if (seed % 2) test_message->set_optional_string(v);
});
}
std::set<int64_t> nested_mutations = {1234567, 567890};
for (auto& v : nested_mutations) {
mutator.RegisterPostProcessor(
TestFixture::Message::SubMsg::descriptor(),
[=](protobuf::Message* message, unsigned int seed) {
auto test_message =
static_cast<typename TestFixture::Message::SubMsg*>(message);
if (seed % 2) test_message->set_optional_int64(v);
});
}
bool regular_mutation = false;
for (int j = 0; j < 100000; ++j) {
// Include this field to increase the probability of mutation.
typename TestFixture::Message message;
message.set_optional_string("a");
mutator.Mutate(&message, 1000);
top_mutations.erase(message.optional_string());
nested_mutations.erase(message.mutable_sub_message()->optional_int64());
if (message.optional_string().empty()) regular_mutation = true;
if (top_mutations.empty() && nested_mutations.empty() && regular_mutation)
break;
}
EXPECT_TRUE(top_mutations.empty());
EXPECT_TRUE(nested_mutations.empty());
EXPECT_TRUE(regular_mutation);
}
TYPED_TEST(MutatorTypedTest, Serialization) {
TestMutator mutator(false);
for (int i = 0; i < 10000; ++i) {
typename TestFixture::Message message;
for (int j = 0; j < 5; ++j) {
mutator.Mutate(&message, 1000);
typename TestFixture::Message parsed;
EXPECT_TRUE(ParseTextMessage(SaveMessageAsText(message), &parsed));
EXPECT_TRUE(MessageDifferencer::Equals(parsed, message));
EXPECT_TRUE(ParseBinaryMessage(SaveMessageAsBinary(message), &parsed));
EXPECT_TRUE(MessageDifferencer::Equals(parsed, message));
}
}
}
TYPED_TEST(MutatorTypedTest, UnknownFieldTextFormat) {
typename TestFixture::Message parsed;
EXPECT_TRUE(ParseTextMessage(kUnknownFieldInput, &parsed));
EXPECT_EQ(SaveMessageAsText(parsed), kUnknownFieldExpected);
}
TYPED_TEST(MutatorTypedTest, DeepRecursion) {
typename TestFixture::Message message;
typename TestFixture::Message* last = &message;
for (int i = 0; i < 150; ++i) {
last = last->mutable_optional_msg();
std::string text = SaveMessageAsText(message);
std::string binary = SaveMessageAsBinary(message);
typename TestFixture::Message parsed;
EXPECT_EQ(i < 100, ParseTextMessage(SaveMessageAsText(message), &parsed));
EXPECT_EQ(i < 100,
ParseBinaryMessage(SaveMessageAsBinary(message), &parsed));
}
}
TYPED_TEST(MutatorTypedTest, EmptyMessage) {
typename TestFixture::Message::EmptyMessage message;
TestMutator mutator(false);
for (int j = 0; j < 10000; ++j) mutator.Mutate(&message, 1000);
}
TYPED_TEST(MutatorTypedTest, Regressions) {
typename TestFixture::Message::RegressionMessage message;
TestMutator mutator(false);
for (int j = 0; j < 10000; ++j) mutator.Mutate(&message, 1000);
}
TYPED_TEST(MutatorTypedTest, UsageExample) {
typename TestFixture::Message::SmallMessage message;
TestMutator mutator(false);
// Test that we can generate all variation of the message.
std::set<std::string> mutations;
for (int j = 0; j < 1000; ++j) {
mutator.Mutate(&message, 1000);
std::string str = SaveMessageAsText(message);
mutations.insert(str);
}
if (std::is_same<typename TestFixture::Message, Msg>::value) {
// 3 states for boolean and 5 for enum, including missing fields.
EXPECT_EQ(3u * 5u, mutations.size());
} else {
// 2 states for boolean and 4 for enum.
EXPECT_EQ(2u * 4u, mutations.size());
}
}
TYPED_TEST(MutatorTypedTest, Maps) {
TestMutator mutator(true);
typename TestFixture::Message::MapMessage message;
for (int j = 0; j < 10000; ++j) mutator.Mutate(&message, 1000);
}
class MutatorMessagesTest : public MutatorTest {};
INSTANTIATE_TEST_SUITE_P(Proto2, MutatorMessagesTest,
ValuesIn(GetMessageTestParams<Msg>({kMessages})));
INSTANTIATE_TEST_SUITE_P(
Proto3, MutatorMessagesTest,
ValuesIn(GetMessageTestParams<Msg3>({kMessagesProto3})));
TEST_P(MutatorMessagesTest, DeletedMessage) {
LoadMessage(m1_.get());
LoadWithoutLine(m2_.get());
EXPECT_TRUE(Mutate(*m1_, *m2_));
}
TEST_P(MutatorMessagesTest, InsertMessage) {
LoadWithoutLine(m1_.get());
LoadMessage(m2_.get());
EXPECT_TRUE(Mutate(*m1_, *m2_));
}
class MutatorMessagesSizeTest : public TestWithParam<size_t> {};
static const size_t kMaxSizes[] = {100, 256, 777, 10101};
INSTANTIATE_TEST_SUITE_P(Proto, MutatorMessagesSizeTest, ValuesIn(kMaxSizes));
TEST_P(MutatorMessagesSizeTest, MaxSize) {
TestMutator mutator(false);
size_t over_sized_count = 0;
Msg message;
const size_t kMaxSize = GetParam();
const int kIterations = 10000;
for (int i = 0; i < kIterations; ++i) {
mutator.Mutate(&message, kMaxSize);
if (message.ByteSizeLong() > kMaxSize) ++over_sized_count;
EXPECT_LT(message.ByteSizeLong(), 1.1 * kMaxSize);
}
EXPECT_LT(over_sized_count, kIterations * .1);
}
// TODO(vitalybuka): Special tests for oneof.
TEST(MutatorMessagesTest, NeverCopyUnknownEnum) {
TestMutator mutator(false);
for (int j = 0; j < 10000; ++j) {
Msg3 message;
message.set_optional_enum(Msg3::ENUM_5);
message.add_repeated_enum(static_cast<Msg3::Enum>(100));
mutator.Mutate(&message, 100);
EXPECT_NE(message.optional_enum(), 100);
}
}
} // namespace protobuf_mutator