练习:Protobuf 解析
在本练习中,您将为 protobuf 二进制编码 构建一个解析器。别担心,其实非常简单!这展示了一种常见的解析模式,即传递数据 slice。底层数据本身永远不会被复制。
如要完整解析 protobuf 消息,需要知道字段的类型(按字段编号编入索引)。这通常会在 proto
文件中提供。在本练习中,我们将把这些信息编码成处理每个字段所调用的函数中的 match
语句。
我们将使用以下 proto:
message PhoneNumber {
optional string number = 1;
optional string type = 2;
}
message Person {
optional string name = 1;
optional int32 id = 2;
repeated PhoneNumber phones = 3;
}
proto 消息被编码为连续的一系列字段。每个字段都通过 “标签”后面紧跟值的形式来实现。标签包含一个字段编号(例如Person
消息的 id
字段的值为 2
)和线型(用于定义应如何从字节流确定载荷)。
整数(包括标签)使用名为 VARINT 的可变长度编码表示。幸运的是,下面为您提供了 parse_varint
的定义。该指定代码还定义了一些回调,用于处理 Person
和 PhoneNumber
字段,并将消息解析为对这些回调的一系列调用。
What remains for you is to implement the parse_field
function and the ProtoMessage
trait for Person
and PhoneNumber
.
use std::convert::TryFrom;
use thiserror::Error;
#[derive(Debug, Error)]
enum Error {
#[error("Invalid varint")]
InvalidVarint,
#[error("Invalid wire-type")]
InvalidWireType,
#[error("Unexpected EOF")]
UnexpectedEOF,
#[error("Invalid length")]
InvalidSize(#[from] std::num::TryFromIntError),
#[error("Unexpected wire-type)")]
UnexpectedWireType,
#[error("Invalid string (not UTF-8)")]
InvalidString,
}
/// A wire type as seen on the wire.
enum WireType {
/// Varint WireType 表明该值为单个 VARINT。
Varint,
//I64, -- not needed for this exercise
/// The Len WireType indicates that the value is a length represented as a
/// VARINT followed by exactly that number of bytes.
Len,
/// The I32 WireType indicates that the value is precisely 4 bytes in
/// little-endian order containing a 32-bit signed integer.
I32,
}
#[derive(Debug)]
/// A field's value, typed based on the wire type.
enum FieldValue<'a> {
Varint(u64),
//I64(i64), -- not needed for this exercise
Len(&'a [u8]),
I32(i32),
}
#[derive(Debug)]
/// A field, containing the field number and its value.
struct Field<'a> {
field_num: u64,
value: FieldValue<'a>,
}
trait ProtoMessage<'a>: Default + 'a {
fn add_field(&mut self, field: Field<'a>) -> Result<(), Error>;
}
impl TryFrom<u64> for WireType {
type Error = Error;
fn try_from(value: u64) -> Result<WireType, Error> {
Ok(match value {
0 => WireType::Varint,
//1 => WireType::I64, -- not needed for this exercise
2 => WireType::Len,
5 => WireType::I32,
_ => return Err(Error::InvalidWireType),
})
}
}
impl<'a> FieldValue<'a> {
fn as_string(&self) -> Result<&'a str, Error> {
let FieldValue::Len(data) = self else {
return Err(Error::UnexpectedWireType);
};
std::str::from_utf8(data).map_err(|_| Error::InvalidString)
}
fn as_bytes(&self) -> Result<&'a [u8], Error> {
let FieldValue::Len(data) = self else {
return Err(Error::UnexpectedWireType);
};
Ok(data)
}
fn as_u64(&self) -> Result<u64, Error> {
let FieldValue::Varint(value) = self else {
return Err(Error::UnexpectedWireType);
};
Ok(*value)
}
}
/// Parse a VARINT, returning the parsed value and the remaining bytes.
fn parse_varint(data: &[u8]) -> Result<(u64, &[u8]), Error> {
for i in 0..7 {
let Some(b) = data.get(i) else {
return Err(Error::InvalidVarint);
};
if b & 0x80 == 0 {
// This is the last byte of the VARINT, so convert it to
// a u64 and return it.
let mut value = 0u64;
for b in data[..=i].iter().rev() {
value = (value << 7) | (b & 0x7f) as u64;
}
return Ok((value, &data[i + 1..]));
}
}
// More than 7 bytes is invalid.
Err(Error::InvalidVarint)
}
/// Convert a tag into a field number and a WireType.
fn unpack_tag(tag: u64) -> Result<(u64, WireType), Error> {
let field_num = tag >> 3;
let wire_type = WireType::try_from(tag & 0x7)?;
Ok((field_num, wire_type))
}
/// Parse a field, returning the remaining bytes
fn parse_field(data: &[u8]) -> Result<(Field, &[u8]), Error> {
let (tag, remainder) = parse_varint(data)?;
let (field_num, wire_type) = unpack_tag(tag)?;
let (fieldvalue, remainder) = match wire_type {
_ => todo!("Based on the wire type, build a Field, consuming as many bytes as necessary.")
};
todo!("Return the field, and any un-consumed bytes.")
}
/// Parse a message in the given data, calling `T::add_field` for each field in
/// the message.
///
/// The entire input is consumed.
fn parse_message<'a, T: ProtoMessage<'a>>(mut data: &'a [u8]) -> Result<T, Error> {
let mut result = T::default();
while !data.is_empty() {
let parsed = parse_field(data)?;
result.add_field(parsed.0)?;
data = parsed.1;
}
Ok(result)
}
#[derive(Debug, Default)]
struct PhoneNumber<'a> {
number: &'a str,
type_: &'a str,
}
#[derive(Debug, Default)]
struct Person<'a> {
name: &'a str,
id: u64,
phone: Vec<PhoneNumber<'a>>,
}
// TODO: Implement ProtoMessage for Person and PhoneNumber.
fn main() {
let person: Person = parse_message(&[
0x0a, 0x07, 0x6d, 0x61, 0x78, 0x77, 0x65, 0x6c, 0x6c, 0x10, 0x2a, 0x1a,
0x16, 0x0a, 0x0e, 0x2b, 0x31, 0x32, 0x30, 0x32, 0x2d, 0x35, 0x35, 0x35,
0x2d, 0x31, 0x32, 0x31, 0x32, 0x12, 0x04, 0x68, 0x6f, 0x6d, 0x65, 0x1a,
0x18, 0x0a, 0x0e, 0x2b, 0x31, 0x38, 0x30, 0x30, 0x2d, 0x38, 0x36, 0x37,
0x2d, 0x35, 0x33, 0x30, 0x38, 0x12, 0x06, 0x6d, 0x6f, 0x62, 0x69, 0x6c,
0x65,
])
.unwrap();
println!("{:#?}", person);
}