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mutator.go
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365 lines (314 loc) · 9.92 KB
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package mutator
import (
"fmt"
"math/rand"
"google.golang.org/protobuf/proto"
"google.golang.org/protobuf/reflect/protoreflect"
)
type mutator struct {
random *rand.Rand
sizeIncreaseHint int
}
// NewMutator creates new struct to mutate ProtoMessage
// for the same seed mutations must return the same result
// sizeIncreaseHint is the maximum size to increase proto message
func New(seed int64, sizeIncreaseHint int) Mutator {
return &mutator{
random: rand.New(rand.NewSource(seed)),
sizeIncreaseHint: sizeIncreaseHint,
}
}
func (m *mutator) MutateProto(msg proto.Message) error {
return m.mutateMessage(msg.ProtoReflect())
}
func (m *mutator) mutateMessage(message protoreflect.Message) error {
msgDesc := message.Descriptor()
fieldsDesc := msgDesc.Fields()
if fieldsDesc.Len() == 0 {
// nothing to mutate
return nil
}
sampler := newWeightedReservoirSampler(m.random)
for ind := 0; ind < fieldsDesc.Len(); ind++ {
fieldDesc := fieldsDesc.Get(ind)
if message.Has(fieldDesc) && GetRandomBoolN(m.random, 20) {
// try to clear field
sampler.Try(mutateSample{m.clearField, message, fieldDesc})
}
switch {
case fieldDesc.ContainingOneof() != nil:
sampler.Try(mutateSample{m.mutateOneOf, message, fieldDesc})
case fieldDesc.IsMap():
sampler.Try(mutateSample{m.addMap, message, fieldDesc})
sampler.Try(mutateSample{m.mutateMap, message, fieldDesc})
sampler.Try(mutateSample{m.clearMap, message, fieldDesc})
case fieldDesc.IsList():
sampler.Try(mutateSample{m.addList, message, fieldDesc})
sampler.Try(mutateSample{m.mutateList, message, fieldDesc})
sampler.Try(mutateSample{m.clearList, message, fieldDesc})
case fieldDesc.Kind() == protoreflect.MessageKind:
sampler.Try(mutateSample{m.mutateMessageField, message, fieldDesc})
default:
sampler.Try(mutateSample{m.mutateField, message, fieldDesc})
}
}
mutation := sampler.Value()
return mutation.mutate(mutation.message, mutation.field)
}
func (m *mutator) mutateMessageField(message protoreflect.Message, field protoreflect.FieldDescriptor) error {
if field.Message() == nil {
return fmt.Errorf("Invalid field kind: expected message, got %v", field.Kind())
}
// should take mutable message to mutate it
mutable := message.Mutable(field).Message()
return m.mutateMessage(mutable)
}
func (m *mutator) clearField(message protoreflect.Message, field protoreflect.FieldDescriptor) error {
message.Clear(field)
return nil
}
func (m *mutator) mutateOneOf(message protoreflect.Message, fieldDesc protoreflect.FieldDescriptor) error {
oneOf := fieldDesc.ContainingOneof()
index := getRandomRange(m.random, oneOf.Fields().Len())
field := oneOf.Fields().Get(index)
return m.mutateField(message, field)
}
func (m *mutator) mutateMap(message protoreflect.Message, field protoreflect.FieldDescriptor) error {
if !field.IsMap() {
return fmt.Errorf("Invalid field kind: expected map, got %v", field.Kind())
}
mapDesc := message.Get(field).Map()
if mapDesc.Len() == 0 {
// could not mutate empty map
// create new field
return m.addMap(message, field)
}
entries := make([]struct {
Key protoreflect.MapKey
Value protoreflect.Value
}, 0, mapDesc.Len())
mapDesc.Range(func(mk protoreflect.MapKey, v protoreflect.Value) bool {
entries = append(entries, struct {
Key protoreflect.MapKey
Value protoreflect.Value
}{
Key: mk,
Value: v,
})
return true
})
index := getRandomRange(m.random, len(entries))
entry := entries[index]
mutated, err := m.mutateProtoValue(field.MapValue(), entry.Value)
if err != nil {
return err
}
mapDesc.Set(entry.Key, mutated)
return nil
}
func (m *mutator) addMap(message protoreflect.Message, field protoreflect.FieldDescriptor) error {
if !field.IsMap() {
return fmt.Errorf("Invalid field kind: expected map, got %v", field.Kind())
}
mapDesc := message.Mutable(field).Map()
keyValue := field.MapKey().Default()
for i := 0; i < 10; i++ {
var err error
keyValue, err = m.mutateProtoValue(field.MapKey(), keyValue)
if err != nil {
return err
}
if !mapDesc.Has(keyValue.MapKey()) {
break
}
}
if mapDesc.Has(keyValue.MapKey()) {
// could not create new field
// mutate existing one
return m.mutateMap(message, field)
}
// NewValue creates default value
// try to mutate it
mapValue := mapDesc.NewValue()
mapValue, err := m.mutateProtoValue(field.MapValue(), mapValue)
if err != nil {
return err
}
mapDesc.Set(keyValue.MapKey(), mapValue)
return nil
}
func (m *mutator) clearMap(message protoreflect.Message, field protoreflect.FieldDescriptor) error {
if !field.IsMap() {
return fmt.Errorf("Invalid field kind: expected map, got %v", field.Kind())
}
mapDesc := message.Get(field).Map()
if mapDesc.Len() == 0 {
// could not delete element from empty map
// create new field
return m.addMap(message, field)
}
entries := make([]protoreflect.MapKey, 0, mapDesc.Len())
mapDesc.Range(func(mk protoreflect.MapKey, v protoreflect.Value) bool {
entries = append(entries, mk)
return true
})
// remove random element from map
index := getRandomRange(m.random, len(entries))
mapDesc.Clear(entries[index])
return nil
}
func (m *mutator) mutateList(message protoreflect.Message, field protoreflect.FieldDescriptor) error {
if !field.IsList() {
return fmt.Errorf("Invalid field kind: expected list, got %v", field.Kind())
}
list := message.Mutable(field).List()
if list.Len() == 0 {
// could not mutate empty list
// add new element
return m.addList(message, field)
}
index := getRandomRange(m.random, list.Len())
value := list.Get(index)
mutated, err := m.mutateProtoValue(field, value)
if err != nil {
return err
}
list.Set(index, mutated)
return nil
}
func (m *mutator) clearList(message protoreflect.Message, field protoreflect.FieldDescriptor) error {
if !field.IsList() {
return fmt.Errorf("Invalid field kind: expected list, got %v", field.Kind())
}
list := message.Mutable(field).List()
if list.Len() == 0 {
// could not clear empty list
// add new element
return m.addList(message, field)
}
// remove random index from list
index := getRandomRange(m.random, list.Len())
last := list.Get(list.Len() - 1)
list.Set(index, last)
list.Truncate(list.Len() - 1)
return nil
}
func (m *mutator) addList(message protoreflect.Message, field protoreflect.FieldDescriptor) error {
if !field.IsList() {
return fmt.Errorf("Invalid field kind: expected list, got %v", field.Kind())
}
list := message.Mutable(field).List()
value := list.NewElement()
value, err := m.mutateProtoValue(field, value)
if err != nil {
return err
}
list.Append(value)
return nil
}
func (m *mutator) mutateField(message protoreflect.Message, field protoreflect.FieldDescriptor) error {
kind := field.Kind()
switch {
case field.IsMap():
return m.mutateMap(message, field)
case field.IsList():
return m.mutateList(message, field)
case kind == protoreflect.MessageKind:
return m.mutateMessageField(message, field)
default:
mutated, err := m.mutateProtoValue(field, message.Get(field))
if err != nil {
return err
}
message.Set(field, mutated)
}
return nil
}
func (m *mutator) mutateProtoValue(field protoreflect.FieldDescriptor, protoValue protoreflect.Value) (protoreflect.Value, error) {
kind := field.Kind()
switch kind {
case protoreflect.StringKind:
value := protoValue.String()
// increase possible max size
mutated, err := MutateString(m.random, value, len(value)+m.sizeIncreaseHint)
if err != nil {
return protoValue, err
}
return protoreflect.ValueOf(mutated), nil
case protoreflect.BoolKind:
value := protoValue.Bool()
err := MutateBool(m.random, &value)
if err != nil {
return protoValue, err
}
return protoreflect.ValueOf(value), nil
case protoreflect.Int32Kind, protoreflect.Int64Kind:
value := protoValue.Int()
err := MutateInt64(m.random, &value)
if err != nil {
return protoValue, err
}
return protoreflect.ValueOf(value), nil
case protoreflect.Uint32Kind, protoreflect.Uint64Kind:
value := protoValue.Uint()
err := MutateUint64(m.random, &value)
if err != nil {
return protoValue, err
}
return protoreflect.ValueOf(value), nil
case protoreflect.FloatKind, protoreflect.DoubleKind:
value := protoValue.Float()
err := MutateFloat64(m.random, &value)
if err != nil {
return protoValue, err
}
return protoreflect.ValueOf(value), nil
case protoreflect.BytesKind:
value := protoValue.Bytes()
mutated, err := MutateBytes(m.random, value, len(value))
if err != nil {
return protoValue, err
}
return protoreflect.ValueOf(mutated), nil
case protoreflect.MessageKind:
value := protoValue.Message()
if err := m.mutateMessage(value); err != nil {
return protoValue, err
}
return protoreflect.ValueOf(value), nil
case protoreflect.EnumKind:
return protoreflect.ValueOf(m.getRandomEnum(field.Enum())), nil
}
return protoValue, fmt.Errorf("Unexpected field kind: %v", kind)
}
func (m *mutator) getRandomEnum(enumDescriptor protoreflect.EnumDescriptor) protoreflect.EnumNumber {
randomIndex := m.random.Intn(enumDescriptor.Values().Len())
return enumDescriptor.Values().Get(randomIndex).Number()
}
func (m *mutator) MutateBool(value *bool) error {
return MutateBool(m.random, value)
}
func (m *mutator) MutateFloat64(value *float64) error {
return MutateFloat64(m.random, value)
}
func (m *mutator) MutateFloat32(value *float32) error {
return MutateFloat32(m.random, value)
}
func (m *mutator) MutateUint32(value *uint32) error {
return MutateUint32(m.random, value)
}
func (m *mutator) MutateUint64(value *uint64) error {
return MutateUint64(m.random, value)
}
func (m *mutator) MutateInt32(value *int32) error {
return MutateInt32(m.random, value)
}
func (m *mutator) MutateInt64(value *int64) error {
return MutateInt64(m.random, value)
}
func (m *mutator) MutateString(str string, maxSize int) (string, error) {
return MutateString(m.random, str, maxSize)
}
func (m *mutator) MutateBytes(value []byte, maxSize int) ([]byte, error) {
return MutateBytes(m.random, value, maxSize)
}