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InputMutator.swift
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InputMutator.swift
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// Copyright 2019 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
//
// https://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.
/// A mutator that changes the input variables of instructions in a program.
public class InputMutator: BaseInstructionMutator {
/// Whether this instance is type aware or not.
/// A type aware InputMutator will attempt to find "compatible" replacement
/// variables, which have roughly the same type as the replaced variable.
public let isTypeAware: Bool
public init(isTypeAware: Bool) {
self.isTypeAware = isTypeAware
var maxSimultaneousMutations = defaultMaxSimultaneousMutations
// A type aware instance can be more aggressive. Based on simple experiments and
// the mutator correctness rates, it can very roughly be twice as aggressive.
if isTypeAware {
maxSimultaneousMutations *= 2
}
super.init(name: isTypeAware ? "InputMutator (type aware)" : "InputMutator", maxSimultaneousMutations: maxSimultaneousMutations)
}
public override func canMutate(_ instr: Instruction) -> Bool {
return instr.numInputs > 0
}
public override func mutate(_ instr: Instruction, _ b: ProgramBuilder) {
var inouts = b.adopt(instr.inouts)
// Replace one input
let selectedInput = Int.random(in: 0..<instr.numInputs)
// Inputs to block end instructions must be taken from the outer scope since the scope
// closed by the instruction is currently still active.
let replacement: Variable
if isTypeAware {
let type = b.type(of: inouts[selectedInput])
replacement = b.randomVariable(forUseAs: type)
} else {
replacement = b.randomVariable()
}
b.trace("Replacing input \(selectedInput) (\(inouts[selectedInput])) with \(replacement)")
inouts[selectedInput] = replacement
// This assert is here to prevent subtle bugs if we ever decide to add flags that are "alive" during program building / mutation.
// If we add flags, remove this assert and change the code below.
assert(instr.flags == .empty)
b.append(Instruction(instr.op, inouts: inouts, flags: .empty))
}
}