基于虚拟机源码分析move合约(零):Move虚拟机执行原理

最近在审计Aptos公链,我主要负责mempool和execute的审计,里面用到了Move虚拟机,所以对Move虚拟机的原理进行了一定的探索。本系列文章尝试通过对照move虚拟机执行阶段的源码,来分析move合约实际的工作原理,如果不了解move语言,可以先阅读官方文档:move book

合约一

module test_05::test_move{
    public fun test_local_variable(){
        let i = 0;
    } 
}

这是一个最简单的合约,其中只有一个方法test_local_variable,这个方法只会分配一个本地变量i,下面我们通过下面的命令执行反编译:

move disassemble --name test_move

得到的move汇编指令如下:

// Move bytecode v5
module f2.test_move {


public test_local_variable() {
L0:     i: u64
B0:
        0: LdU64(0)
        1: Pop
        2: Ret
}
}

Move虚拟机最终是针对这些汇编指令进行执行。Move虚拟机使用interpreter.rs进行指令的执行,执行的时候主要依赖两个个数据结构:

/// `Interpreter` instances can execute Move functions.
///
/// An `Interpreter` instance is a stand alone execution context for a function.
/// It mimics execution on a single thread, with an call stack and an operand stack.
pub(crate) struct Interpreter {
    /// Operand stack, where Move `Value`s are stored for stack operations.
    operand_stack: Stack,
    /// The stack of active functions.
    call_stack: CallStack,
}

operand_stack是一个栈,用来暂存执行指令时的本地数据,call_stack是个列表,用来存放Frame:

struct CallStack(Vec);

这里的Frame是栈帧,执行一次Function会创建一个栈帧,所以当一个Function中调用另一个Function的时候,需要把当前Function的上下文保存起来,call_stack就是用来保存当前Function的。

下面是执行入口代码:

 /// Main loop for the execution of a function.
    ///
    /// This function sets up a `Frame` and calls `execute_code_unit` to execute code of the
    /// function represented by the frame. Control comes back to this function on return or
    /// on call. When that happens the frame is changes to a new one (call) or to the one
    /// at the top of the stack (return). If the call stack is empty execution is completed.
    // REVIEW: create account will be removed in favor of a native function (no opcode) and
    // we can simplify this code quite a bit.
    fn execute_main(
        &mut self,
        loader: &Loader,
        data_store: &mut impl DataStore,
        gas_meter: &mut impl GasMeter,
        extensions: &mut NativeContextExtensions,
        function: Arc,
        ty_args: Vec,
        args: Vec,
    ) -> VMResult> {
        let mut locals = Locals::new(function.local_count());
        for (i, value) in args.into_iter().enumerate() {
            locals
                .store_loc(i, value)
                .map_err(|e| self.set_location(e))?;
        }

        let mut current_frame = Frame::new(function, ty_args, locals);
        loop {
            let resolver = current_frame.resolver(loader);
            let exit_code = current_frame //self
                .execute_code(&resolver, self, data_store, gas_meter)
                .map_err(|err| self.maybe_core_dump(err, ¤t_frame))?;
            match exit_code {
                ExitCode::Return => {
                    if let Some(frame) = self.call_stack.pop() {
                        current_frame = frame;
                        current_frame.pc += 1; // advance past the Call instruction in the caller
                    } else {
                        return Ok(mem::take(&mut self.operand_stack.0));
                    }
                }
                ExitCode::Call(fh_idx) => {
                    let func = resolver.function_from_handle(fh_idx);

                    // Charge gas
                    let module_id = func
                        .module_id()
                        .ok_or_else(|| {
                            PartialVMError::new(StatusCode::UNKNOWN_INVARIANT_VIOLATION_ERROR)
                                .with_message("Failed to get native function module id".to_string())
                        })
                        .map_err(|e| set_err_info!(current_frame, e))?;
                    gas_meter
                        .charge_call(
                            module_id,
                            func.name(),
                            self.operand_stack
                                .last_n(func.arg_count())
                                .map_err(|e| set_err_info!(current_frame, e))?,
                        )
                        .map_err(|e| set_err_info!(current_frame, e))?;

                    if func.is_native() {
                        self.call_native(
                            &resolver,
                            data_store,
                            gas_meter,
                            extensions,
                            func,
                            vec![],
                        )?;
                        current_frame.pc += 1; // advance past the Call instruction in the caller
                        continue;
                    }
                    let frame = self
                        .make_call_frame(func, vec![])
                        .map_err(|err| self.maybe_core_dump(err, ¤t_frame))?;
                    self.call_stack.push(current_frame).map_err(|frame| {
                        let err = PartialVMError::new(StatusCode::CALL_STACK_OVERFLOW);
                        let err = set_err_info!(frame, err);
                        self.maybe_core_dump(err, &frame)
                    })?;
                    current_frame = frame;
                }
                ExitCode::CallGeneric(idx) => {
                    // TODO(Gas): We should charge gas as we do type substitution...
                    let ty_args = resolver
                        .instantiate_generic_function(idx, current_frame.ty_args())
                        .map_err(|e| set_err_info!(current_frame, e))?;
                    let func = resolver.function_from_instantiation(idx);

                    // Charge gas
                    let module_id = func
                        .module_id()
                        .ok_or_else(|| {
                            PartialVMError::new(StatusCode::UNKNOWN_INVARIANT_VIOLATION_ERROR)
                                .with_message("Failed to get native function module id".to_string())
                        })
                        .map_err(|e| set_err_info!(current_frame, e))?;
                    gas_meter
                        .charge_call_generic(
                            module_id,
                            func.name(),
                            ty_args.iter().map(|ty| TypeWithLoader { ty, loader }),
                            self.operand_stack
                                .last_n(func.arg_count())
                                .map_err(|e| set_err_info!(current_frame, e))?,
                        )
                        .map_err(|e| set_err_info!(current_frame, e))?;

                    if func.is_native() {
                        self.call_native(
                            &resolver, data_store, gas_meter, extensions, func, ty_args,
                        )?;
                        current_frame.pc += 1; // advance past the Call instruction in the caller
                        continue;
                    }
                    let frame = self
                        .make_call_frame(func, ty_args)
                        .map_err(|err| self.maybe_core_dump(err, ¤t_frame))?;
                    self.call_stack.push(current_frame).map_err(|frame| {
                        let err = PartialVMError::new(StatusCode::CALL_STACK_OVERFLOW);
                        let err = set_err_info!(frame, err);
                        self.maybe_core_dump(err, &frame)
                    })?;
                    current_frame = frame;
                }
            }
        }
    }

可以看到在执行的开始,会初始化一个Locals,这个数据结构可以看成是寄存器,用来临时存放从栈上获取的数据。接下来一个for循环会把用户的入参存入寄存器。然后针对当前Function创建一个Frame,然后进入loop循环,通过Frame的execute_code方法执行这个Function,返回的结果有三种:

1. Return

此时走的是第一个分支,这时候有两种情况,一种是call_stack上还有Frame,说明这个方法是被其他方法调用的,此时需要把current_frame更新,然后继续循环,这相当于方法内部调用完其他方法后,继续执行。另外一种就是所有方法都执行完了,这时候需要把operand_stack上的最后一个值当成返回值返回回去。

2. Call

当Function A执行过程中需要调用Function B的时候,在汇编层面其实是Call指令,下面是它的处理:

Bytecode::Call(idx) => {
    return Ok(ExitCode::Call(*idx));
}

这个分支会把Function B先解析出来,如果是native方法的话就直接执行,因为native方法是rust语言写的,因此对指令的处理无法使用Move自己定义的那套规则来处理,所以会有一整套native的逻辑进行处理,但本质都是对数据进行处理然后更新到operand_stack上。如果是Move方法,则针对Function B创建一个新的Frame,然后把当前Function A的Frame存到call_stack,最后把current_frame更新为Function B的Frame。然后进入下一个循环,又开始执行:

current_frame.execute_code(&resolver, self, data_store, gas_meter)

这时候执行了Function B。

当Function B执行完后,会返回Return:

Bytecode::Ret => {
     gas_meter.charge_simple_instr(S::Ret)?;
     return Ok(ExitCode::Return);
}

这时候就会进入上面的分支1,在分支1里发现call_stack还有Function A的Frame,于是把current_frame更新为Function A的Frame,然后进入下一个循环,继续执行Function A剩余的指令

3. CallGeneric

这个分支和分支2是一样的,区别在于调用的是泛型方法,具体过程就不赘述了。

接下来看一下Frame是如何执行指令的:

struct Frame {
    pc: u16,
    locals: Locals,
    function: Arc,
    ty_args: Vec,
}

impl Frame {
    /// Create a new `Frame` given a `Function` and the function `Locals`.
    ///
    /// The locals must be loaded before calling this.
    fn new(function: Arc, ty_args: Vec, locals: Locals) -> Self {
        Frame {
            pc: 0,
            locals,
            function,
            ty_args,
        }
    }

    /// Execute a Move function until a return or a call opcode is found.
    fn execute_code(
        &mut self,
        resolver: &Resolver,
        interpreter: &mut Interpreter,
        data_store: &mut impl DataStore,
        gas_meter: &mut impl GasMeter,
    ) -> VMResult {
        self.execute_code_impl(resolver, interpreter, data_store, gas_meter)
            .map_err(|e| {
                e.at_code_offset(self.function.index(), self.pc)
                    .finish(self.location())
            })
    }

    fn execute_code_impl(
        &mut self,
        resolver: &Resolver,
        interpreter: &mut Interpreter,
        data_store: &mut impl DataStore,
        gas_meter: &mut impl GasMeter,
    ) -> PartialVMResult {
        use SimpleInstruction as S;

        macro_rules! make_ty {
            ($ty: expr) => {
                TypeWithLoader {
                    ty: $ty,
                    loader: resolver.loader(),
                }
            };
        }

        let code = self.function.code();
        loop {
            for instruction in &code[self.pc as usize..] {
                trace!(
                    &self.function,
                    &self.locals,
                    self.pc,
                    instruction,
                    resolver,
                    interpreter
                );

                fail_point!("move_vm::interpreter_loop", |_| {
                    Err(
                        PartialVMError::new(StatusCode::VERIFIER_INVARIANT_VIOLATION).with_message(
                            "Injected move_vm::interpreter verifier failure".to_owned(),
                        ),
                    )
                });

                match instruction {
                    Bytecode::Pop => {
                        gas_meter.charge_simple_instr(S::Pop)?;
                        interpreter.operand_stack.pop()?;
                    }
                    Bytecode::Ret => {
                        gas_meter.charge_simple_instr(S::Ret)?;
                        return Ok(ExitCode::Return);
                    }
                    Bytecode::BrTrue(offset) => {
                        gas_meter.charge_simple_instr(S::BrTrue)?;
                        if interpreter.operand_stack.pop_as::()? {
                            self.pc = *offset;
                            break;
                        }
                    }
                    Bytecode::BrFalse(offset) => {
                        gas_meter.charge_simple_instr(S::BrFalse)?;
                        if !interpreter.operand_stack.pop_as::()? {
                            self.pc = *offset;
                            break;
                        }
                    }
                    Bytecode::Branch(offset) => {
                        gas_meter.charge_simple_instr(S::Branch)?;
                        self.pc = *offset;
                        break;
                    }
                    Bytecode::LdU8(int_const) => {
                        gas_meter.charge_simple_instr(S::LdU8)?;
                        interpreter.operand_stack.push(Value::u8(*int_const))?;
                    }
                    Bytecode::LdU64(int_const) => {
                        gas_meter.charge_simple_instr(S::LdU64)?;
                        interpreter.operand_stack.push(Value::u64(*int_const))?;
                    }
                    Bytecode::LdU128(int_const) => {
                        gas_meter.charge_simple_instr(S::LdU128)?;
                        interpreter.operand_stack.push(Value::u128(*int_const))?;
                    }
                    Bytecode::LdConst(idx) => {
                        let constant = resolver.constant_at(*idx);
                        gas_meter.charge_ld_const(NumBytes::new(constant.data.len() as u64))?;
                        interpreter.operand_stack.push(
                            Value::deserialize_constant(constant).ok_or_else(|| {
                                PartialVMError::new(StatusCode::VERIFIER_INVARIANT_VIOLATION)
                                    .with_message(
                                    "Verifier failed to verify the deserialization of constants"
                                        .to_owned(),
                                )
                            })?,
                        )?
                    }
                    Bytecode::LdTrue => {
                        gas_meter.charge_simple_instr(S::LdTrue)?;
                        interpreter.operand_stack.push(Value::bool(true))?;
                    }
                    Bytecode::LdFalse => {
                        gas_meter.charge_simple_instr(S::LdFalse)?;
                        interpreter.operand_stack.push(Value::bool(false))?;
                    }
                    Bytecode::CopyLoc(idx) => {
                        // TODO(Gas): We should charge gas before copying the value.
                        let local = self.locals.copy_loc(*idx as usize)?;
                        gas_meter.charge_copy_loc(&local)?;
                        interpreter.operand_stack.push(local)?;
                    }
                    Bytecode::MoveLoc(idx) => {
                        let local = self.locals.move_loc(*idx as usize)?;
                        gas_meter.charge_move_loc(&local)?;

                        interpreter.operand_stack.push(local)?;
                    }
                    Bytecode::StLoc(idx) => {
                        let value_to_store = interpreter.operand_stack.pop()?;
                        gas_meter.charge_store_loc(&value_to_store)?;
                        self.locals.store_loc(*idx as usize, value_to_store)?;
                    }
                    Bytecode::Call(idx) => {
                        return Ok(ExitCode::Call(*idx));
                    }
                    Bytecode::CallGeneric(idx) => {
                        return Ok(ExitCode::CallGeneric(*idx));
                    }
                    Bytecode::MutBorrowLoc(idx) | Bytecode::ImmBorrowLoc(idx) => {
                        let instr = match instruction {
                            Bytecode::MutBorrowLoc(_) => S::MutBorrowLoc,
                            _ => S::ImmBorrowLoc,
                        };
                        gas_meter.charge_simple_instr(instr)?;
                        interpreter
                            .operand_stack
                            .push(self.locals.borrow_loc(*idx as usize)?)?;
                    }
                    Bytecode::ImmBorrowField(fh_idx) | Bytecode::MutBorrowField(fh_idx) => {
                        let instr = match instruction {
                            Bytecode::MutBorrowField(_) => S::MutBorrowField,
                            _ => S::ImmBorrowField,
                        };
                        gas_meter.charge_simple_instr(instr)?;

                        let reference = interpreter.operand_stack.pop_as::()?;
                        let offset = resolver.field_offset(*fh_idx);
                        let field_ref = reference.borrow_field(offset)?;
                        interpreter.operand_stack.push(field_ref)?;
                    }
                    Bytecode::ImmBorrowFieldGeneric(fi_idx)
                    | Bytecode::MutBorrowFieldGeneric(fi_idx) => {
                        let instr = match instruction {
                            Bytecode::MutBorrowField(_) => S::MutBorrowFieldGeneric,
                            _ => S::ImmBorrowFieldGeneric,
                        };
                        gas_meter.charge_simple_instr(instr)?;

                        let reference = interpreter.operand_stack.pop_as::()?;
                        let offset = resolver.field_instantiation_offset(*fi_idx);
                        let field_ref = reference.borrow_field(offset)?;
                        interpreter.operand_stack.push(field_ref)?;
                    }
                    Bytecode::Pack(sd_idx) => {
                        let field_count = resolver.field_count(*sd_idx);
                        gas_meter.charge_pack(
                            false,
                            interpreter.operand_stack.last_n(field_count as usize)?,
                        )?;
                        let args = interpreter.operand_stack.popn(field_count)?;
                        interpreter
                            .operand_stack
                            .push(Value::struct_(Struct::pack(args)))?;
                    }
                    Bytecode::PackGeneric(si_idx) => {
                        let field_count = resolver.field_instantiation_count(*si_idx);
                        gas_meter.charge_pack(
                            true,
                            interpreter.operand_stack.last_n(field_count as usize)?,
                        )?;
                        let args = interpreter.operand_stack.popn(field_count)?;
                        interpreter
                            .operand_stack
                            .push(Value::struct_(Struct::pack(args)))?;
                    }
                    Bytecode::Unpack(_sd_idx) => {
                        let struct_ = interpreter.operand_stack.pop_as::()?;

                        gas_meter.charge_unpack(false, struct_.field_views())?;

                        for value in struct_.unpack()? {
                            interpreter.operand_stack.push(value)?;
                        }
                    }
                    Bytecode::UnpackGeneric(_si_idx) => {
                        let struct_ = interpreter.operand_stack.pop_as::()?;

                        gas_meter.charge_unpack(true, struct_.field_views())?;

                        // TODO: Whether or not we want this gas metering in the loop is
                        // questionable.  However, if we don't have it in the loop we could wind up
                        // doing a fair bit of work before charging for it.
                        for value in struct_.unpack()? {
                            interpreter.operand_stack.push(value)?;
                        }
                    }
                    Bytecode::ReadRef => {
                        let reference = interpreter.operand_stack.pop_as::()?;
                        gas_meter.charge_read_ref(reference.value_view())?;
                        let value = reference.read_ref()?;
                        interpreter.operand_stack.push(value)?;
                    }
                    Bytecode::WriteRef => {
                        let reference = interpreter.operand_stack.pop_as::()?;
                        let value = interpreter.operand_stack.pop()?;
                        gas_meter.charge_write_ref(&value)?;
                        reference.write_ref(value)?;
                    }
                    Bytecode::CastU8 => {
                        gas_meter.charge_simple_instr(S::CastU8)?;
                        let integer_value = interpreter.operand_stack.pop_as::()?;
                        interpreter
                            .operand_stack
                            .push(Value::u8(integer_value.cast_u8()?))?;
                    }
                    Bytecode::CastU64 => {
                        gas_meter.charge_simple_instr(S::CastU64)?;
                        let integer_value = interpreter.operand_stack.pop_as::()?;
                        interpreter
                            .operand_stack
                            .push(Value::u64(integer_value.cast_u64()?))?;
                    }
                    Bytecode::CastU128 => {
                        gas_meter.charge_simple_instr(S::CastU128)?;
                        let integer_value = interpreter.operand_stack.pop_as::()?;
                        interpreter
                            .operand_stack
                            .push(Value::u128(integer_value.cast_u128()?))?;
                    }
                    // Arithmetic Operations
                    Bytecode::Add => {
                        gas_meter.charge_simple_instr(S::Add)?;
                        interpreter.binop_int(IntegerValue::add_checked)?
                    }
                    Bytecode::Sub => {
                        gas_meter.charge_simple_instr(S::Sub)?;
                        interpreter.binop_int(IntegerValue::sub_checked)?
                    }
                    Bytecode::Mul => {
                        gas_meter.charge_simple_instr(S::Mul)?;
                        interpreter.binop_int(IntegerValue::mul_checked)?
                    }
                    Bytecode::Mod => {
                        gas_meter.charge_simple_instr(S::Mod)?;
                        interpreter.binop_int(IntegerValue::rem_checked)?
                    }
                    Bytecode::Div => {
                        gas_meter.charge_simple_instr(S::Div)?;
                        interpreter.binop_int(IntegerValue::div_checked)?
                    }
                    Bytecode::BitOr => {
                        gas_meter.charge_simple_instr(S::BitOr)?;
                        interpreter.binop_int(IntegerValue::bit_or)?
                    }
                    Bytecode::BitAnd => {
                        gas_meter.charge_simple_instr(S::BitAnd)?;
                        interpreter.binop_int(IntegerValue::bit_and)?
                    }
                    Bytecode::Xor => {
                        gas_meter.charge_simple_instr(S::Xor)?;
                        interpreter.binop_int(IntegerValue::bit_xor)?
                    }
                    Bytecode::Shl => {
                        gas_meter.charge_simple_instr(S::Shl)?;
                        let rhs = interpreter.operand_stack.pop_as::()?;
                        let lhs = interpreter.operand_stack.pop_as::()?;
                        interpreter
                            .operand_stack
                            .push(lhs.shl_checked(rhs)?.into_value())?;
                    }
                    Bytecode::Shr => {
                        gas_meter.charge_simple_instr(S::Shr)?;
                        let rhs = interpreter.operand_stack.pop_as::()?;
                        let lhs = interpreter.operand_stack.pop_as::()?;
                        interpreter
                            .operand_stack
                            .push(lhs.shr_checked(rhs)?.into_value())?;
                    }
                    Bytecode::Or => {
                        gas_meter.charge_simple_instr(S::Or)?;
                        interpreter.binop_bool(|l, r| Ok(l || r))?
                    }
                    Bytecode::And => {
                        gas_meter.charge_simple_instr(S::And)?;
                        interpreter.binop_bool(|l, r| Ok(l && r))?
                    }
                    Bytecode::Lt => {
                        gas_meter.charge_simple_instr(S::Lt)?;
                        interpreter.binop_bool(IntegerValue::lt)?
                    }
                    Bytecode::Gt => {
                        gas_meter.charge_simple_instr(S::Gt)?;
                        interpreter.binop_bool(IntegerValue::gt)?
                    }
                    Bytecode::Le => {
                        gas_meter.charge_simple_instr(S::Le)?;
                        interpreter.binop_bool(IntegerValue::le)?
                    }
                    Bytecode::Ge => {
                        gas_meter.charge_simple_instr(S::Ge)?;
                        interpreter.binop_bool(IntegerValue::ge)?
                    }
                    Bytecode::Abort => {
                        gas_meter.charge_simple_instr(S::Abort)?;
                        let error_code = interpreter.operand_stack.pop_as::()?;
                        let error = PartialVMError::new(StatusCode::ABORTED)
                            .with_sub_status(error_code)
                            .with_message(format!(
                                "{} at offset {}",
                                self.function.pretty_string(),
                                self.pc,
                            ));
                        if cfg!(feature = "testing") || cfg!(feature = "stacktrace") {
                            return Err(error.with_exec_state(interpreter.get_internal_state()));
                        } else {
                            return Err(error);
                        }
                    }
                    Bytecode::Eq => {
                        let lhs = interpreter.operand_stack.pop()?;
                        let rhs = interpreter.operand_stack.pop()?;
                        gas_meter.charge_eq(&lhs, &rhs)?;
                        interpreter
                            .operand_stack
                            .push(Value::bool(lhs.equals(&rhs)?))?;
                    }
                    Bytecode::Neq => {
                        let lhs = interpreter.operand_stack.pop()?;
                        let rhs = interpreter.operand_stack.pop()?;
                        gas_meter.charge_neq(&lhs, &rhs)?;
                        interpreter
                            .operand_stack
                            .push(Value::bool(!lhs.equals(&rhs)?))?;
                    }
                    Bytecode::MutBorrowGlobal(sd_idx) | Bytecode::ImmBorrowGlobal(sd_idx) => {
                        let is_mut = matches!(instruction, Bytecode::MutBorrowGlobal(_));
                        let addr = interpreter.operand_stack.pop_as::()?;
                        let ty = resolver.get_struct_type(*sd_idx);
                        interpreter.borrow_global(
                            is_mut,
                            false,
                            resolver.loader(),
                            gas_meter,
                            data_store,
                            addr,
                            &ty,
                        )?;
                    }
                    Bytecode::MutBorrowGlobalGeneric(si_idx)
                    | Bytecode::ImmBorrowGlobalGeneric(si_idx) => {
                        let is_mut = matches!(instruction, Bytecode::MutBorrowGlobalGeneric(_));
                        let addr = interpreter.operand_stack.pop_as::()?;
                        let ty = resolver.instantiate_generic_type(*si_idx, self.ty_args())?;
                        interpreter.borrow_global(
                            is_mut,
                            true,
                            resolver.loader(),
                            gas_meter,
                            data_store,
                            addr,
                            &ty,
                        )?;
                    }
                    Bytecode::Exists(sd_idx) => {
                        let addr = interpreter.operand_stack.pop_as::()?;
                        let ty = resolver.get_struct_type(*sd_idx);
                        interpreter.exists(
                            false,
                            resolver.loader(),
                            gas_meter,
                            data_store,
                            addr,
                            &ty,
                        )?;
                    }
                    Bytecode::ExistsGeneric(si_idx) => {
                        let addr = interpreter.operand_stack.pop_as::()?;
                        let ty = resolver.instantiate_generic_type(*si_idx, self.ty_args())?;
                        interpreter.exists(
                            true,
                            resolver.loader(),
                            gas_meter,
                            data_store,
                            addr,
                            &ty,
                        )?;
                    }
                    Bytecode::MoveFrom(sd_idx) => {
                        let addr = interpreter.operand_stack.pop_as::()?;
                        let ty = resolver.get_struct_type(*sd_idx);
                        interpreter.move_from(
                            false,
                            resolver.loader(),
                            gas_meter,
                            data_store,
                            addr,
                            &ty,
                        )?;
                    }
                    Bytecode::MoveFromGeneric(si_idx) => {
                        let addr = interpreter.operand_stack.pop_as::()?;
                        let ty = resolver.instantiate_generic_type(*si_idx, self.ty_args())?;
                        interpreter.move_from(
                            true,
                            resolver.loader(),
                            gas_meter,
                            data_store,
                            addr,
                            &ty,
                        )?;
                    }
                    Bytecode::MoveTo(sd_idx) => {
                        let resource = interpreter.operand_stack.pop()?;
                        let signer_reference = interpreter.operand_stack.pop_as::()?;
                        let addr = signer_reference
                            .borrow_field(0)?
                            .value_as::()?
                            .read_ref()?
                            .value_as::()?;
                        let ty = resolver.get_struct_type(*sd_idx);
                        // REVIEW: Can we simplify Interpreter::move_to?
                        interpreter.move_to(
                            false,
                            resolver.loader(),
                            gas_meter,
                            data_store,
                            addr,
                            &ty,
                            resource,
                        )?;
                    }
                    Bytecode::MoveToGeneric(si_idx) => {
                        let resource = interpreter.operand_stack.pop()?;
                        let signer_reference = interpreter.operand_stack.pop_as::()?;
                        let addr = signer_reference
                            .borrow_field(0)?
                            .value_as::()?
                            .read_ref()?
                            .value_as::()?;
                        let ty = resolver.instantiate_generic_type(*si_idx, self.ty_args())?;
                        interpreter.move_to(
                            true,
                            resolver.loader(),
                            gas_meter,
                            data_store,
                            addr,
                            &ty,
                            resource,
                        )?;
                    }
                    Bytecode::FreezeRef => {
                        gas_meter.charge_simple_instr(S::FreezeRef)?;
                        // FreezeRef should just be a null op as we don't distinguish between mut
                        // and immut ref at runtime.
                    }
                    Bytecode::Not => {
                        gas_meter.charge_simple_instr(S::Not)?;
                        let value = !interpreter.operand_stack.pop_as::()?;
                        interpreter.operand_stack.push(Value::bool(value))?;
                    }
                    Bytecode::Nop => {
                        gas_meter.charge_simple_instr(S::Nop)?;
                    }
                    Bytecode::VecPack(si, num) => {
                        let ty = resolver.instantiate_single_type(*si, self.ty_args())?;
                        gas_meter.charge_vec_pack(
                            make_ty!(&ty),
                            interpreter.operand_stack.last_n(*num as usize)?,
                        )?;
                        let elements = interpreter.operand_stack.popn(*num as u16)?;
                        let value = Vector::pack(&ty, elements)?;
                        interpreter.operand_stack.push(value)?;
                    }
                    Bytecode::VecLen(si) => {
                        let vec_ref = interpreter.operand_stack.pop_as::()?;
                        let ty = &resolver.instantiate_single_type(*si, self.ty_args())?;
                        gas_meter.charge_vec_len(TypeWithLoader {
                            ty,
                            loader: resolver.loader(),
                        })?;
                        let value = vec_ref.len(ty)?;
                        interpreter.operand_stack.push(value)?;
                    }
                    Bytecode::VecImmBorrow(si) => {
                        let idx = interpreter.operand_stack.pop_as::()? as usize;
                        let vec_ref = interpreter.operand_stack.pop_as::()?;
                        let ty = resolver.instantiate_single_type(*si, self.ty_args())?;
                        let res = vec_ref.borrow_elem(idx, &ty);
                        gas_meter.charge_vec_borrow(false, make_ty!(&ty), res.is_ok())?;
                        interpreter.operand_stack.push(res?)?;
                    }
                    Bytecode::VecMutBorrow(si) => {
                        let idx = interpreter.operand_stack.pop_as::()? as usize;
                        let vec_ref = interpreter.operand_stack.pop_as::()?;
                        let ty = &resolver.instantiate_single_type(*si, self.ty_args())?;
                        let res = vec_ref.borrow_elem(idx, ty);
                        gas_meter.charge_vec_borrow(true, make_ty!(ty), res.is_ok())?;
                        interpreter.operand_stack.push(res?)?;
                    }
                    Bytecode::VecPushBack(si) => {
                        let elem = interpreter.operand_stack.pop()?;
                        let vec_ref = interpreter.operand_stack.pop_as::()?;
                        let ty = &resolver.instantiate_single_type(*si, self.ty_args())?;
                        gas_meter.charge_vec_push_back(make_ty!(ty), &elem)?;
                        vec_ref.push_back(elem, ty)?;
                    }
                    Bytecode::VecPopBack(si) => {
                        let vec_ref = interpreter.operand_stack.pop_as::()?;
                        let ty = &resolver.instantiate_single_type(*si, self.ty_args())?;
                        let res = vec_ref.pop(ty);
                        gas_meter.charge_vec_pop_back(make_ty!(ty), res.as_ref().ok())?;
                        interpreter.operand_stack.push(res?)?;
                    }
                    Bytecode::VecUnpack(si, num) => {
                        let vec_val = interpreter.operand_stack.pop_as::()?;
                        let ty = &resolver.instantiate_single_type(*si, self.ty_args())?;
                        gas_meter.charge_vec_unpack(make_ty!(ty), NumArgs::new(*num))?;
                        let elements = vec_val.unpack(ty, *num)?;
                        for value in elements {
                            interpreter.operand_stack.push(value)?;
                        }
                    }
                    Bytecode::VecSwap(si) => {
                        let idx2 = interpreter.operand_stack.pop_as::()? as usize;
                        let idx1 = interpreter.operand_stack.pop_as::()? as usize;
                        let vec_ref = interpreter.operand_stack.pop_as::()?;
                        let ty = &resolver.instantiate_single_type(*si, self.ty_args())?;
                        gas_meter.charge_vec_swap(make_ty!(ty))?;
                        vec_ref.swap(idx1, idx2, ty)?;
                    }
                }
                // invariant: advance to pc +1 is iff instruction at pc executed without aborting
                self.pc += 1;
            }
            // ok we are out, it's a branch, check the pc for good luck
            // TODO: re-work the logic here. Tests should have a more
            // natural way to plug in
            if self.pc as usize >= code.len() {
                if cfg!(test) {
                    // In order to test the behavior of an instruction stream, hitting end of the
                    // code should report no error so that we can check the
                    // locals.
                    return Ok(ExitCode::Return);
                } else {
                    return Err(PartialVMError::new(StatusCode::PC_OVERFLOW));
                }
            }
        }
    }

    fn ty_args(&self) -> &[Type] {
        &self.ty_args
    }

    fn resolver<'a>(&self, loader: &'a Loader) -> Resolver<'a> {
        self.function.get_resolver(loader)
    }

    fn location(&self) -> Location {
        match self.function.module_id() {
            None => Location::Script,
            Some(id) => Location::Module(id.clone()),
        }
    }
}

看着代码很多,其实逻辑比较清晰,首先从Function里拿到所有的指令,然后循环执行,根据指令的不同,会进行不同的操作。对于本地变量的存取,主要依赖operand_stack和Locals两个数据结构,针对需要存储到链上的数据,则需要依赖DataStore。接下来的一系列文章,我会根据Move合约反汇编出来的指令,对照着上面的代码进行解读。

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