then:
        output == createOutput()
    }

    def canWriteToXml() {
        Node rootNode = new Node(null, 'root')

        when:
        createOutput().appendNode(rootNode)

        then:
        new Output(rootNode.classpathentry[0]) == createOutput()
    }

    def equality() {
        Output output = createOutput()
        output.path += 'x'

        expect:

  } else {
    return ArgSpec(arg_def, ArgType::CreateInput(arg_def), position);
  }
}

ArgSpec ArgSpec::CreateOutput(const OpDef::ArgDef& arg_def, int position) {
  return ArgSpec(arg_def, ArgType::CreateOutput(arg_def), position);
}

}  // namespace generator

        entries.add(createOutput());
        entries.addAll(createSourceFolders());
        entries.addAll(createContainers());
        entries.addAll(createDependencies());
        entries.addAll(createClassFolders());
        return entries.build();
    }

    private ClasspathEntry createOutput() {

  return ArgType(arg_def, kInput);
}

ArgType ArgType::CreateInputRef(const OpDef::ArgDef& arg_def) {
  return ArgType(arg_def, kInputRef);
}

ArgType ArgType::CreateOutput(const OpDef::ArgDef& arg_def) {
  return ArgType(arg_def, kOutput);
}

ArgType::ArgType(const OpDef::ArgDef& arg_def, Kind kind)
    : kind_(kind), data_type_(arg_def.type()) {
  if (!arg_def.type_attr().empty()) {

            abstract class UntrackedProducer extends DefaultTask {
                @OutputDirectory
                abstract DirectoryProperty getOutputDir()

                @TaskAction
                void createOutput() {
                    outputDir.file("untracked.txt").get().asFile.text = "untracked"
                }
            }

            abstract class TrackedProducer extends DefaultTask {

class ArgSpec {
 public:
  ArgSpec() = default;
  ArgSpec(const ArgSpec& other) = default;
  static ArgSpec CreateInput(const OpDef::ArgDef& arg_def, int position);
  static ArgSpec CreateOutput(const OpDef::ArgDef& arg_def, int position);

  const string& name() const { return name_; }
  const string& description() const { return description_; }
  const ArgType arg_type() const { return arg_type_; }

 public:
  ArgType() = default;
  ArgType(const ArgType& other) = default;
  static ArgType CreateInput(const OpDef::ArgDef& arg_def);
  static ArgType CreateInputRef(const OpDef::ArgDef& arg_def);
  static ArgType CreateOutput(const OpDef::ArgDef& arg_def);

  const tensorflow::DataType data_type() const { return data_type_; }
  const string type_attr_name() const { return type_attr_name_; }

      }
    } else if (!arg_def.type_list_attr().empty()) {
      inferred_attrs.insert(arg_def.type_list_attr());
    }
  }
  for (const OpDef::ArgDef& arg_def : op_def.output_arg()) {
    ArgSpec arg = ArgSpec::CreateOutput(arg_def, output_args_.size());
    output_args_.push_back(arg);
  }
  // Parse the attributes.
  for (const OpDef::AttrDef& attr_def : op_def.attr()) {
    AttrSpec attr = AttrSpec::Create(attr_def);

  Scope c = root.WithControlDependencies({c1, c2});
  EXPECT_EQ(c.control_deps().size(), 2);
  Scope c_c = c.WithControlDependencies({Operation()});
  EXPECT_EQ(c_c.control_deps().size(), 3);
}

TEST(ScopeTest, CreateOutput) {
  Scope root = Scope::NewRootScope();
  Output a = ops::Placeholder(root.WithOpName("a"), DT_FLOAT);
  Output add;
  ASSERT_TRUE(
      CreateOutputWithScope("Add", {a, a}, root.WithOpName("add"), &add).ok());

        then:
        skipped ':compileJava'
    }

    def "outputs loaded from the cache are snapshotted as outputs"() {
        buildFile << """
            apply plugin: 'base'

            task createOutput {
                def outputFile = file('build/output.txt')
                def inputFile = file('input.txt')
                inputs.file inputFile
                inputs.file 'unrelated-input.txt'