Files
rustfs/ecstore/src/erasure.rs
T
2024-09-25 16:21:21 +08:00

467 lines
14 KiB
Rust

use crate::error::{Error, Result, StdError};
use crate::quorum::{object_op_ignored_errs, reduce_write_quorum_errs};
use bytes::Bytes;
use futures::future::join_all;
use futures::{Stream, StreamExt};
use reed_solomon_erasure::galois_8::ReedSolomon;
use std::fmt::Debug;
use tokio::io::AsyncWriteExt;
use tokio::io::DuplexStream;
use tracing::debug;
use tracing::warn;
// use tracing::debug;
use uuid::Uuid;
use crate::chunk_stream::ChunkedStream;
use crate::disk::error::DiskError;
use crate::disk::{FileReader, FileWriter};
pub struct Erasure {
data_shards: usize,
parity_shards: usize,
encoder: Option<ReedSolomon>,
block_size: usize,
_id: Uuid,
}
impl Erasure {
pub fn new(data_shards: usize, parity_shards: usize, block_size: usize) -> Self {
debug!(
"Erasure new data_shards {},parity_shards {} block_size {} ",
data_shards, parity_shards, block_size
);
let mut encoder = None;
if parity_shards > 0 {
encoder = Some(ReedSolomon::new(data_shards, parity_shards).unwrap());
}
Erasure {
data_shards,
parity_shards,
block_size,
encoder,
_id: Uuid::new_v4(),
}
}
pub async fn encode<S>(
&self,
body: S,
writers: &mut [Option<FileWriter>],
// block_size: usize,
total_size: usize,
write_quorum: usize,
) -> Result<usize>
where
S: Stream<Item = Result<Bytes, StdError>> + Send + Sync + 'static,
{
let mut stream = ChunkedStream::new(body, total_size, self.block_size, false);
let mut total: usize = 0;
// let mut idx = 0;
while let Some(result) = stream.next().await {
match result {
Ok(data) => {
total += data.len();
// EOF
if data.is_empty() {
break;
}
// idx += 1;
// debug!("encode {} get data {}", idx, data.len());
let blocks = self.encode_data(data.as_ref())?;
// debug!(
// "encode shard {} size: {}/{} from block_size {}, total_size {} ",
// idx,
// blocks[0].len(),
// blocks.len(),
// data.len(),
// total_size
// );
let mut errs = Vec::new();
for (i, w) in writers.iter_mut().enumerate() {
if w.is_none() {
continue;
}
match w.as_mut().unwrap().write(blocks[i].as_ref()).await {
Ok(_) => errs.push(None),
Err(e) => errs.push(Some(e)),
}
}
let none_count = errs.iter().filter(|&x| x.is_none()).count();
if none_count >= write_quorum {
continue;
}
if let Some(err) = reduce_write_quorum_errs(&errs, object_op_ignored_errs().as_ref(), write_quorum) {
warn!("Erasure encode errs {:?}", &errs);
return Err(err);
}
}
Err(e) => return Err(Error::from_std_error(e)),
}
}
// debug!(" encode_data done shard block num {}", idx);
Ok(total)
// loop {
// match rd.next().await {
// Some(res) => todo!(),
// None => todo!(),
// }
// }
}
pub async fn decode(
&self,
writer: &mut DuplexStream,
readers: Vec<Option<FileReader>>,
offset: usize,
length: usize,
total_length: usize,
) -> Result<usize> {
if length == 0 {
return Ok(0);
}
let mut reader = ShardReader::new(readers, self, offset, total_length);
// debug!("ShardReader {:?}", &reader);
let start_block = offset / self.block_size;
let end_block = (offset + length) / self.block_size;
// debug!("decode block from {} to {}", start_block, end_block);
let mut bytes_writed = 0;
for block_idx in start_block..=end_block {
let (block_offset, block_length) = if start_block == end_block {
(offset % self.block_size, length)
} else if block_idx == start_block {
let block_offset = offset % self.block_size;
(block_offset, self.block_size - block_offset)
} else if block_idx == end_block {
(0, (offset + length) % self.block_size)
} else {
(0, self.block_size)
};
if block_length == 0 {
// debug!("block_length == 0 break");
break;
}
// debug!("decode {} block_offset {},block_length {} ", block_idx, block_offset, block_length);
let mut bufs = reader.read().await?;
if self.parity_shards > 0 {
self.decode_data(&mut bufs)?;
}
let writed_n = self
.write_data_blocks(writer, bufs, self.data_shards, block_offset, block_length)
.await?;
bytes_writed += writed_n;
// debug!("decode {} writed_n {}, total_writed: {} ", block_idx, writed_n, bytes_writed);
}
if bytes_writed != length {
// debug!("bytes_writed != length: {} != {} ", bytes_writed, length);
return Err(Error::msg("erasure decode less data"));
}
Ok(bytes_writed)
}
async fn write_data_blocks(
&self,
writer: &mut DuplexStream,
bufs: Vec<Option<Vec<u8>>>,
data_blocks: usize,
offset: usize,
length: usize,
) -> Result<usize> {
if bufs.len() < data_blocks {
return Err(Error::msg("read bufs not match data_blocks"));
}
let data_len: usize = bufs
.iter()
.take(data_blocks)
.filter(|v| v.is_some())
.map(|v| v.as_ref().unwrap().len())
.sum();
if data_len < length {
return Err(Error::msg(format!("write_data_blocks data_len < length {} < {}", data_len, length)));
}
let mut offset = offset;
// debug!("write_data_blocks offset {}, length {}", offset, length);
let mut write = length;
let mut total_writed = 0;
for opt_buf in bufs.iter().take(data_blocks) {
let buf = opt_buf.as_ref().unwrap();
if offset >= buf.len() {
offset -= buf.len();
continue;
}
let buf = &buf[offset..];
offset = 0;
// debug!("write_data_blocks write buf len {}", buf.len());
if write < buf.len() {
let buf = &buf[..write];
// debug!("write_data_blocks write buf less len {}", buf.len());
writer.write_all(buf).await?;
// debug!("write_data_blocks write done len {}", buf.len());
total_writed += buf.len();
break;
}
writer.write_all(buf).await?;
let n = buf.len();
// debug!("write_data_blocks write done len {}", n);
write -= n;
total_writed += n;
}
Ok(total_writed)
}
pub fn total_shard_count(&self) -> usize {
self.data_shards + self.parity_shards
}
pub fn encode_data(&self, data: &[u8]) -> Result<Vec<Vec<u8>>> {
let (shard_size, total_size) = self.need_size(data.len());
// 生成一个新的 所需的所有分片数据长度
let mut data_buffer = vec![0u8; total_size];
{
// 复制源数据
let (left, _) = data_buffer.split_at_mut(data.len());
left.copy_from_slice(data);
}
{
// ec encode, 结果会写进 data_buffer
let data_slices: Vec<&mut [u8]> = data_buffer.chunks_mut(shard_size).collect();
// partiy 数量大于0 才ec
if self.parity_shards > 0 {
self.encoder.as_ref().unwrap().encode(data_slices)?;
}
}
// 分片
let mut shards = Vec::with_capacity(self.total_shard_count());
let slices: Vec<&[u8]> = data_buffer.chunks(shard_size).collect();
for &d in slices.iter() {
shards.push(d.to_vec());
}
Ok(shards)
}
pub fn decode_data(&self, shards: &mut [Option<Vec<u8>>]) -> Result<()> {
if self.parity_shards > 0 {
self.encoder.as_ref().unwrap().reconstruct(shards)?;
}
Ok(())
}
// 每个分片长度,所需要的总长度
fn need_size(&self, data_size: usize) -> (usize, usize) {
let shard_size = self.shard_size(data_size);
(shard_size, shard_size * (self.total_shard_count()))
}
// 算出每个分片大小
fn shard_size(&self, data_size: usize) -> usize {
(data_size + self.data_shards - 1) / self.data_shards
}
// returns final erasure size from original size.
fn shard_file_size(&self, total_size: usize) -> usize {
if total_size == 0 {
return 0;
}
let num_shards = total_size / self.block_size;
let last_block_size = total_size % self.block_size;
let last_shard_size = (last_block_size + self.data_shards - 1) / self.data_shards;
num_shards * self.shard_size(self.block_size) + last_shard_size
// // 因为写入的时候ec需要补全,所以最后一个长度应该也是一样的
// if last_block_size != 0 {
// num_shards += 1
// }
// num_shards * self.shard_size(self.block_size)
}
}
#[async_trait::async_trait]
pub trait Write {
async fn write(&mut self, buf: &[u8]) -> Result<()>;
}
#[async_trait::async_trait]
pub trait ReadAt {
async fn read_at(&mut self, offset: usize, length: usize) -> Result<(Vec<u8>, usize)>;
}
#[derive(Debug)]
pub struct ShardReader {
readers: Vec<Option<FileReader>>, // 磁盘
data_block_count: usize, // 总的分片数量
parity_block_count: usize,
shard_size: usize, // 每个分片的块大小 一次读取一块
shard_file_size: usize, // 分片文件总长度
offset: usize, // 在分片中的offset
}
impl ShardReader {
pub fn new(readers: Vec<Option<FileReader>>, ec: &Erasure, offset: usize, total_length: usize) -> Self {
Self {
readers,
data_block_count: ec.data_shards,
parity_block_count: ec.parity_shards,
shard_size: ec.shard_size(ec.block_size),
shard_file_size: ec.shard_file_size(total_length),
offset: (offset / ec.block_size) * ec.shard_size(ec.block_size),
}
}
pub async fn read(&mut self) -> Result<Vec<Option<Vec<u8>>>> {
// let mut disks = self.readers;
let reader_length = self.readers.len();
let mut read_length = self.shard_size;
if self.offset + read_length > self.shard_file_size {
read_length = self.shard_file_size - self.offset
}
if read_length == 0 {
return Ok(vec![None; reader_length]);
}
// debug!("shard reader read offset {}, shard_size {}", self.offset, read_length);
let mut futures = Vec::with_capacity(reader_length);
let mut errors = Vec::with_capacity(reader_length);
let mut ress = Vec::with_capacity(reader_length);
for disk in self.readers.iter_mut() {
if disk.is_none() {
ress.push(None);
errors.push(Some(Error::new(DiskError::DiskNotFound)));
continue;
}
let disk: &mut FileReader = disk.as_mut().unwrap();
futures.push(disk.read_at(self.offset, read_length));
}
let results = join_all(futures).await;
for result in results {
match result {
Ok((res, _)) => {
ress.push(Some(res));
errors.push(None);
}
Err(e) => {
ress.push(None);
errors.push(Some(e));
}
}
}
// debug!("ec decode read ress {:?}", &ress);
warn!("ec decode read errors {:?}", &errors);
if !self.can_decode(&ress) {
return Err(Error::msg("shard reader read faild"));
}
self.offset += self.shard_size;
Ok(ress)
}
fn can_decode(&self, bufs: &[Option<Vec<u8>>]) -> bool {
let c = bufs.iter().filter(|v| v.is_some()).count();
if self.parity_block_count > 0 {
c > self.data_block_count
} else {
c == self.data_block_count
}
}
}
// fn shards_to_option_shards<T: Clone>(shards: &[Vec<T>]) -> Vec<Option<Vec<T>>> {
// let mut result = Vec::with_capacity(shards.len());
// for v in shards.iter() {
// let inner: Vec<T> = v.clone();
// result.push(Some(inner));
// }
// result
// }
#[cfg(test)]
mod test {
use super::*;
#[test]
fn test_erasure() {
let data_shards = 3;
let parity_shards = 2;
let data: &[u8] = &[0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11];
let ec = Erasure::new(data_shards, parity_shards, 1);
let shards = ec.encode_data(data).unwrap();
println!("shards:{:?}", shards);
let mut s: Vec<_> = shards
.iter()
.map(|d| if d.is_empty() { None } else { Some(d.clone()) })
.collect();
// let mut s = shards_to_option_shards(&shards);
// s[0] = None;
s[4] = None;
s[3] = None;
println!("sss:{:?}", &s);
ec.decode_data(&mut s).unwrap();
// ec.encoder.reconstruct(&mut s).unwrap();
println!("sss:{:?}", &s);
}
}