minio/cmd/erasure-decode.go

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// Copyright (c) 2015-2021 MinIO, Inc.
//
// This file is part of MinIO Object Storage stack
//
// This program is free software: you can redistribute it and/or modify
// it under the terms of the GNU Affero General Public License as published by
// the Free Software Foundation, either version 3 of the License, or
// (at your option) any later version.
//
// This program is distributed in the hope that it will be useful
// but WITHOUT ANY WARRANTY; without even the implied warranty of
// MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
// GNU Affero General Public License for more details.
//
// You should have received a copy of the GNU Affero General Public License
// along with this program. If not, see <http://www.gnu.org/licenses/>.
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package cmd
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import (
"context"
"errors"
"fmt"
"io"
"sync"
"sync/atomic"
xioutil "github.com/minio/minio/internal/ioutil"
)
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// Reads in parallel from readers.
type parallelReader struct {
readers []io.ReaderAt
orgReaders []io.ReaderAt
dataBlocks int
offset int64
shardSize int64
shardFileSize int64
buf [][]byte
readerToBuf []int
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stashBuffer []byte
}
// newParallelReader returns parallelReader.
func newParallelReader(readers []io.ReaderAt, e Erasure, offset, totalLength int64) *parallelReader {
r2b := make([]int, len(readers))
for i := range r2b {
r2b[i] = i
}
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bufs := make([][]byte, len(readers))
// Fill buffers
b := globalBytePoolCap.Load().Get()
shardSize := int(e.ShardSize())
if cap(b) < len(readers)*shardSize {
// We should always have enough capacity, but older objects may be bigger.
globalBytePoolCap.Load().Put(b)
b = nil
} else {
// Seed the buffers.
for i := range bufs {
bufs[i] = b[i*shardSize : (i+1)*shardSize]
}
}
return &parallelReader{
readers: readers,
orgReaders: readers,
dataBlocks: e.dataBlocks,
offset: (offset / e.blockSize) * e.ShardSize(),
shardSize: e.ShardSize(),
shardFileSize: e.ShardFileSize(totalLength),
buf: make([][]byte, len(readers)),
readerToBuf: r2b,
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stashBuffer: b,
}
}
// Done will release any resources used by the parallelReader.
func (p *parallelReader) Done() {
if p.stashBuffer != nil {
globalBytePoolCap.Load().Put(p.stashBuffer)
p.stashBuffer = nil
}
}
// preferReaders can mark readers as preferred.
// These will be chosen before others.
func (p *parallelReader) preferReaders(prefer []bool) {
if len(prefer) != len(p.orgReaders) {
return
}
// Copy so we don't change our input.
tmp := make([]io.ReaderAt, len(p.orgReaders))
copy(tmp, p.orgReaders)
p.readers = tmp
// next is the next non-preferred index.
next := 0
for i, ok := range prefer {
if !ok || p.readers[i] == nil {
continue
}
if i == next {
next++
continue
}
// Move reader with index i to index next.
// Do this by swapping next and i
p.readers[next], p.readers[i] = p.readers[i], p.readers[next]
p.readerToBuf[next] = i
p.readerToBuf[i] = next
next++
}
}
// Returns if buf can be erasure decoded.
func (p *parallelReader) canDecode(buf [][]byte) bool {
bufCount := 0
for _, b := range buf {
if len(b) > 0 {
bufCount++
}
}
return bufCount >= p.dataBlocks
}
// Read reads from readers in parallel. Returns p.dataBlocks number of bufs.
func (p *parallelReader) Read(dst [][]byte) ([][]byte, error) {
newBuf := dst
if len(dst) != len(p.readers) {
newBuf = make([][]byte, len(p.readers))
} else {
for i := range newBuf {
newBuf[i] = newBuf[i][:0]
}
}
var newBufLK sync.RWMutex
if p.offset+p.shardSize > p.shardFileSize {
p.shardSize = p.shardFileSize - p.offset
}
if p.shardSize == 0 {
return newBuf, nil
}
readTriggerCh := make(chan bool, len(p.readers))
defer xioutil.SafeClose(readTriggerCh) // close the channel upon return
for i := 0; i < p.dataBlocks; i++ {
// Setup read triggers for p.dataBlocks number of reads so that it reads in parallel.
readTriggerCh <- true
}
disksNotFound := int32(0)
bitrotHeal := int32(0) // Atomic bool flag.
missingPartsHeal := int32(0) // Atomic bool flag.
readerIndex := 0
var wg sync.WaitGroup
// if readTrigger is true, it implies next disk.ReadAt() should be tried
// if readTrigger is false, it implies previous disk.ReadAt() was successful and there is no need
// to try reading the next disk.
for readTrigger := range readTriggerCh {
newBufLK.RLock()
canDecode := p.canDecode(newBuf)
newBufLK.RUnlock()
if canDecode {
break
}
if readerIndex == len(p.readers) {
break
}
if !readTrigger {
continue
}
wg.Add(1)
go func(i int) {
defer wg.Done()
rr := p.readers[i]
if rr == nil {
// Since reader is nil, trigger another read.
readTriggerCh <- true
return
}
bufIdx := p.readerToBuf[i]
if p.buf[bufIdx] == nil {
// Reading first time on this disk, hence the buffer needs to be allocated.
// Subsequent reads will reuse this buffer.
p.buf[bufIdx] = make([]byte, p.shardSize)
}
// For the last shard, the shardsize might be less than previous shard sizes.
// Hence the following statement ensures that the buffer size is reset to the right size.
p.buf[bufIdx] = p.buf[bufIdx][:p.shardSize]
n, err := rr.ReadAt(p.buf[bufIdx], p.offset)
if err != nil {
switch {
case errors.Is(err, errFileNotFound):
atomic.StoreInt32(&missingPartsHeal, 1)
case errors.Is(err, errFileCorrupt):
atomic.StoreInt32(&bitrotHeal, 1)
case errors.Is(err, errDiskNotFound):
atomic.AddInt32(&disksNotFound, 1)
}
// This will be communicated upstream.
p.orgReaders[bufIdx] = nil
if br, ok := p.readers[i].(io.Closer); ok {
br.Close()
}
p.readers[i] = nil
// Since ReadAt returned error, trigger another read.
readTriggerCh <- true
return
}
newBufLK.Lock()
newBuf[bufIdx] = p.buf[bufIdx][:n]
newBufLK.Unlock()
// Since ReadAt returned success, there is no need to trigger another read.
readTriggerCh <- false
}(readerIndex)
readerIndex++
}
wg.Wait()
if p.canDecode(newBuf) {
p.offset += p.shardSize
if missingPartsHeal == 1 {
return newBuf, errFileNotFound
} else if bitrotHeal == 1 {
return newBuf, errFileCorrupt
}
return newBuf, nil
}
// If we cannot decode, just return read quorum error.
return nil, fmt.Errorf("%w (offline-disks=%d/%d)", errErasureReadQuorum, disksNotFound, len(p.readers))
}
// Decode reads from readers, reconstructs data if needed and writes the data to the writer.
// A set of preferred drives can be supplied. In that case they will be used and the data reconstructed.
func (e Erasure) Decode(ctx context.Context, writer io.Writer, readers []io.ReaderAt, offset, length, totalLength int64, prefer []bool) (written int64, derr error) {
if offset < 0 || length < 0 {
return -1, errInvalidArgument
}
if offset+length > totalLength {
return -1, errInvalidArgument
}
if length == 0 {
return 0, nil
}
reader := newParallelReader(readers, e, offset, totalLength)
if len(prefer) == len(readers) {
reader.preferReaders(prefer)
}
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defer reader.Done()
startBlock := offset / e.blockSize
endBlock := (offset + length) / e.blockSize
var bytesWritten int64
var bufs [][]byte
for block := startBlock; block <= endBlock; block++ {
var blockOffset, blockLength int64
switch {
case startBlock == endBlock:
blockOffset = offset % e.blockSize
blockLength = length
case block == startBlock:
blockOffset = offset % e.blockSize
blockLength = e.blockSize - blockOffset
case block == endBlock:
blockOffset = 0
blockLength = (offset + length) % e.blockSize
default:
blockOffset = 0
blockLength = e.blockSize
}
if blockLength == 0 {
break
}
var err error
bufs, err = reader.Read(bufs)
if len(bufs) > 0 {
// Set only if there are be enough data for reconstruction.
// and only for expected errors, also set once.
if errors.Is(err, errFileNotFound) || errors.Is(err, errFileCorrupt) {
if derr == nil {
derr = err
}
}
} else if err != nil {
// For all errors that cannot be reconstructed fail the read operation.
return -1, err
}
if err = e.DecodeDataBlocks(bufs); err != nil {
return -1, err
}
n, err := writeDataBlocks(ctx, writer, bufs, e.dataBlocks, blockOffset, blockLength)
if err != nil {
return -1, err
}
bytesWritten += n
}
if bytesWritten != length {
return bytesWritten, errLessData
}
return bytesWritten, derr
}
// Heal reads from readers, reconstruct shards and writes the data to the writers.
func (e Erasure) Heal(ctx context.Context, writers []io.Writer, readers []io.ReaderAt, totalLength int64, prefer []bool) (derr error) {
if len(writers) != e.parityBlocks+e.dataBlocks {
return errInvalidArgument
}
reader := newParallelReader(readers, e, 0, totalLength)
if len(readers) == len(prefer) {
reader.preferReaders(prefer)
}
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defer reader.Done()
startBlock := int64(0)
endBlock := totalLength / e.blockSize
if totalLength%e.blockSize != 0 {
endBlock++
}
var bufs [][]byte
for block := startBlock; block < endBlock; block++ {
var err error
bufs, err = reader.Read(bufs)
if len(bufs) > 0 {
if errors.Is(err, errFileNotFound) || errors.Is(err, errFileCorrupt) {
if derr == nil {
derr = err
}
}
} else if err != nil {
return err
}
if err = e.DecodeDataAndParityBlocks(ctx, bufs); err != nil {
return err
}
Add PutObject Ring Buffer (#19605) Replace the `io.Pipe` from streamingBitrotWriter -> CreateFile with a fixed size ring buffer. This will add an output buffer for encoded shards to be written to disk - potentially via RPC. This will remove blocking when `(*streamingBitrotWriter).Write` is called, and it writes hashes and data. With current settings, the write looks like this: ``` Outbound ┌───────────────────┐ ┌────────────────┐ ┌───────────────┐ ┌────────────────┐ │ │ Parr. │ │ (http body) │ │ │ │ │ Bitrot Hash │ Write │ Pipe │ Read │ HTTP buffer │ Write (syscall) │ TCP Buffer │ │ Erasure Shard │ ──────────► │ (unbuffered) │ ────────────► │ (64K Max) │ ───────────────────► │ (4MB) │ │ │ │ │ │ (io.Copy) │ │ │ └───────────────────┘ └────────────────┘ └───────────────┘ └────────────────┘ ``` We write a Hash (32 bytes). Since the pipe is unbuffered, it will block until the 32 bytes have been delivered to the TCP buffer, and the next Read hits the Pipe. Then we write the shard data. This will typically be bigger than 64KB, so it will block until two blocks have been read from the pipe. When we insert a ring buffer: ``` Outbound ┌───────────────────┐ ┌────────────────┐ ┌───────────────┐ ┌────────────────┐ │ │ │ │ (http body) │ │ │ │ │ Bitrot Hash │ Write │ Ring Buffer │ Read │ HTTP buffer │ Write (syscall) │ TCP Buffer │ │ Erasure Shard │ ──────────► │ (2MB) │ ────────────► │ (64K Max) │ ───────────────────► │ (4MB) │ │ │ │ │ │ (io.Copy) │ │ │ └───────────────────┘ └────────────────┘ └───────────────┘ └────────────────┘ ``` The hash+shard will fit within the ring buffer, so writes will not block - but will complete after a memcopy. Reads can fill the 64KB buffer if there is data for it. If the network is congested, the ring buffer will become filled, and all syscalls will be on full buffers. Only when the ring buffer is filled will erasure coding start blocking. Since there is always "space" to write output data, we remove the parallel writing since we are always writing to memory now, and the goroutine synchronization overhead probably not worth taking. If the output were blocked in the existing, we would still wait for it to unblock in parallel write, so it would make no difference there - except now the ring buffer smoothes out the load. There are some micro-optimizations we could look at later. The biggest is that, in most cases, we could encode directly to the ring buffer - if we are not at a boundary. Also, "force filling" the Read requests (i.e., blocking until a full read can be completed) could be investigated and maybe allow concurrent memory on read and write.
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w := multiWriter{
writers: writers,
writeQuorum: 1,
errs: make([]error, len(writers)),
}
if err = w.Write(ctx, bufs); err != nil {
return err
}
}
return derr
}