prometheus/wal.go

// Copyright 2017 The Prometheus Authors
// Licensed under the Apache License, Version 2.0 (the "License");
// you may not use this file except in compliance with the License.
// You may obtain a copy of the License at
//
// http://www.apache.org/licenses/LICENSE-2.0
//
// Unless required by applicable law or agreed to in writing, software
// distributed under the License is distributed on an "AS IS" BASIS,
// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
// See the License for the specific language governing permissions and
// limitations under the License.

package tsdb

import (
	"bufio"
	"encoding/binary"
	"hash"
	"hash/crc32"
	"io"
	"math"
	"os"
	"sync"
	"time"

	"github.com/coreos/etcd/pkg/fileutil"
	"github.com/go-kit/kit/log"
	"github.com/pkg/errors"
	"github.com/prometheus/tsdb/labels"
)

// WALEntryType indicates what data a WAL entry contains.
type WALEntryType byte

const (
	// WALMagic is a 4 byte number every WAL segment file starts with.
	WALMagic = uint32(0x43AF00EF)

	// WALFormatDefault is the version flag for the default outer segment file format.
	WALFormatDefault = byte(1)
)

// Entry types in a segment file.
const (
	WALEntrySymbols WALEntryType = 1
	WALEntrySeries  WALEntryType = 2
	WALEntrySamples WALEntryType = 3
	WALEntryDeletes WALEntryType = 4
)

// SamplesCB is the callback after reading samples.
type SamplesCB func([]RefSample) error

// SeriesCB is the callback after reading series.
type SeriesCB func([]RefSeries) error

// DeletesCB is the callback after reading deletes.
type DeletesCB func([]Stone) error

// SegmentWAL is a write ahead log for series data.
type SegmentWAL struct {
	mtx sync.Mutex

	dirFile *os.File
	files   []*segmentFile

	logger        log.Logger
	flushInterval time.Duration
	segmentSize   int64

	crc32 hash.Hash32
	cur   *bufio.Writer
	curN  int64

	// The max time of samples committed last/being committed. Not global or current
	// segment values.
	maxt int64

	stopc chan struct{}
	donec chan struct{}
}

// WAL is a write ahead log that can log new series labels and samples.
// It must be completely read before new entries are logged.
type WAL interface {
	Reader(mint int64) WALReader
	LogSeries([]RefSeries) error
	LogSamples([]RefSample) error
	LogDeletes([]Stone) error
	Truncate(int64, Postings) error
	Close() error
}

type NopWAL struct{}

func (NopWAL) Read(SeriesCB, SamplesCB, DeletesCB) error { return nil }
func (w NopWAL) Reader(int64) WALReader                  { return w }
func (NopWAL) LogSeries([]RefSeries) error               { return nil }
func (NopWAL) LogSamples([]RefSample) error              { return nil }
func (NopWAL) LogDeletes([]Stone) error                  { return nil }
func (NopWAL) Truncate(int64, Postings) error            { return nil }
func (NopWAL) Close() error                              { return nil }

// WALReader reads entries from a WAL.
type WALReader interface {
	Read(SeriesCB, SamplesCB, DeletesCB) error
}

// RefSeries is the series labels with the series ID.
type RefSeries struct {
	Ref    uint64
	Labels labels.Labels
}

// RefSample is a timestamp/value pair associated with a reference to a series.
type RefSample struct {
	Ref uint64
	T   int64
	V   float64
}

type segmentFile struct {
	f    *os.File
	maxt int64
}

func (f segmentFile) Close() error {
	return f.f.Close()
}

const (
	walSegmentSizeBytes = 256 * 1024 * 1024 // 256 MB
)

// The table gets initialized with sync.Once but may still cause a race
// with any other use of the crc32 package anywhere. Thus we initialize it
// before.
var castagnoliTable *crc32.Table

func init() {
	castagnoliTable = crc32.MakeTable(crc32.Castagnoli)
}

// newCRC32 initializes a CRC32 hash with a preconfigured polynomial, so the
// polynomial may be easily changed in one location at a later time, if necessary.
func newCRC32() hash.Hash32 {
	return crc32.New(castagnoliTable)
}

// OpenSegmentWAL opens or creates a write ahead log in the given directory.
// The WAL must be read completely before new data is written.
func OpenSegmentWAL(dir string, logger log.Logger, flushInterval time.Duration) (*SegmentWAL, error) {
	if err := os.MkdirAll(dir, 0777); err != nil {
		return nil, err
	}
	df, err := fileutil.OpenDir(dir)
	if err != nil {
		return nil, err
	}
	if logger == nil {
		logger = log.NewNopLogger()
	}

	w := &SegmentWAL{
		dirFile:       df,
		logger:        logger,
		flushInterval: flushInterval,
		donec:         make(chan struct{}),
		stopc:         make(chan struct{}),
		segmentSize:   walSegmentSizeBytes,
		crc32:         newCRC32(),
	}
	if err := w.initSegments(); err != nil {
		return nil, err
	}

	go w.run(flushInterval)

	return w, nil
}

// Reader returns a new reader over the the write ahead log data.
// It must be completely consumed before writing to the WAL.
func (w *SegmentWAL) Reader(mint int64) WALReader {
	return newWALReader(w, mint, w.logger)
}

// Truncate deletes the values prior to mint and the series entries not in p.
func (w *SegmentWAL) Truncate(mint int64, p Postings) error {
	// TODO(gouthamve): Handle the deletes too.
	delFiles := make([]*segmentFile, 0)

	// All files have to be traversed as there could be two segments for a block
	// with first block having times (10000, 20000) and SECOND one having (0, 10000).
	for _, f := range w.files {
		if f.maxt < mint {
			delFiles = append(delFiles, f)
		}
	}

	if len(delFiles) == 0 {
		return nil
	}

	tempWAL := &SegmentWAL{
		logger: w.logger,
		files:  delFiles,
	}
	wr := newWALReader(tempWAL, 0, tempWAL.logger)

	// Create a new tmp file.
	// TODO: Do it properly.
	newF, err := os.Create(delFiles[0].f.Name() + ".tmp")
	if err != nil {
		return errors.Wrap(err, "create tmp series dump file")
	}
	// Write header metadata for new file.
	metab := make([]byte, 8)
	binary.BigEndian.PutUint32(metab[:4], WALMagic)
	metab[4] = WALFormatDefault
	if _, err := newF.Write(metab); err != nil {
		return err
	}

WRLoop:
	for wr.next() {
		rt, flag, byt := wr.at()

		if rt != WALEntrySeries {
			continue
		}

		series, err := wr.decodeSeries(flag, byt)
		if err != nil {
			return errors.Wrap(err, "decode samples while truncating")
		}

		activeSeries := make([]RefSeries, 0, len(series))
		for _, s := range series {
			if !p.Seek(s.Ref) {
				break WRLoop
			}

			if p.At() == s.Ref {
				activeSeries = append(activeSeries, s)
			}
		}

		if len(activeSeries) == 0 {
			continue
		}
		buf := getWALBuffer()
		buf = encodeSeries(buf, activeSeries)
		_, err = newF.Write(buf)
		if err != nil {
			return errors.Wrap(err, "write series")
		}
	}

	if err := newF.Close(); err != nil {
		return errors.Wrap(err, "close tmp file")
	}

	if err := renameFile(newF.Name(), w.files[0].f.Name()); err != nil {
		return err
	}
	delFiles = delFiles[1:]
	for _, f := range delFiles {
		if err := os.RemoveAll(f.f.Name()); err != nil {
			return errors.Wrap(err, "delete WAL segment file")
		}
	}
	// TODO: sync parent directory.
	return nil
}

// LogSeries writes a batch of new series labels to the log.
// The series have to be ordered.
func (w *SegmentWAL) LogSeries(series []RefSeries) error {
	if err := w.encodeSeries(series); err != nil {
		return err
	}

	if w.flushInterval <= 0 {
		return w.Sync()
	}
	return nil
}

// LogSamples writes a batch of new samples to the log.
func (w *SegmentWAL) LogSamples(samples []RefSample) error {
	if err := w.encodeSamples(samples); err != nil {
		return err
	}

	if w.flushInterval <= 0 {
		return w.Sync()
	}
	return nil
}

// LogDeletes write a batch of new deletes to the log.
func (w *SegmentWAL) LogDeletes(stones []Stone) error {
	if err := w.encodeDeletes(stones); err != nil {
		return err
	}

	if w.flushInterval <= 0 {
		return w.Sync()
	}
	return nil
}

// initSegments finds all existing segment files and opens them in the
// appropriate file modes.
func (w *SegmentWAL) initSegments() error {
	fns, err := sequenceFiles(w.dirFile.Name())
	if err != nil {
		return err
	}
	if len(fns) == 0 {
		return nil
	}
	// We must open all files in read/write mode as we may have to truncate along
	// the way and any file may become the tail.
	for _, fn := range fns {
		f, err := os.OpenFile(fn, os.O_RDWR, 0666)
		if err != nil {
			return err
		}
		w.files = append(w.files, &segmentFile{f: f})
	}

	// Consume and validate meta headers.
	for _, sf := range w.files {
		metab := make([]byte, 8)

		f := sf.f
		if n, err := f.Read(metab); err != nil {
			return errors.Wrapf(err, "validate meta %q", f.Name())
		} else if n != 8 {
			return errors.Errorf("invalid header size %d in %q", n, f.Name())
		}

		if m := binary.BigEndian.Uint32(metab[:4]); m != WALMagic {
			return errors.Errorf("invalid magic header %x in %q", m, f.Name())
		}
		if metab[4] != WALFormatDefault {
			return errors.Errorf("unknown WAL segment format %d in %q", metab[4], f.Name())
		}
	}

	return nil
}

// cut finishes the currently active segments and opens the next one.
// The encoder is reset to point to the new segment.
func (w *SegmentWAL) cut() error {
	// Sync current tail to disk and close.
	if tf := w.tail(); tf != nil {
		if err := w.sync(); err != nil {
			return err
		}
		off, err := tf.Seek(0, os.SEEK_CUR)
		if err != nil {
			return err
		}
		if err := tf.Truncate(off); err != nil {
			return err
		}
		if err := tf.Close(); err != nil {
			return err
		}
	}

	p, _, err := nextSequenceFile(w.dirFile.Name())
	if err != nil {
		return err
	}
	f, err := os.Create(p)
	if err != nil {
		return err
	}
	if err = fileutil.Preallocate(f, w.segmentSize, true); err != nil {
		return err
	}
	if err = w.dirFile.Sync(); err != nil {
		return err
	}

	// Write header metadata for new file.
	metab := make([]byte, 8)
	binary.BigEndian.PutUint32(metab[:4], WALMagic)
	metab[4] = WALFormatDefault

	if _, err := f.Write(metab); err != nil {
		return err
	}

	w.files = append(w.files, &segmentFile{f: f})

	// TODO(gouthamve): make the buffer size a constant.
	w.cur = bufio.NewWriterSize(f, 4*1024*1024)
	w.curN = 8

	return nil
}

func (w *SegmentWAL) tail() *os.File {
	if len(w.files) == 0 {
		return nil
	}
	return w.files[len(w.files)-1].f
}

// Sync flushes the changes to disk.
func (w *SegmentWAL) Sync() error {
	var tail *os.File
	var err error

	// Flush the writer and retrieve the reference to the tail segment under mutex lock
	func() {
		w.mtx.Lock()
		defer w.mtx.Unlock()
		if err = w.flush(); err != nil {
			return
		}
		tail = w.tail()
	}()

	if err != nil {
		return err
	}

	// But only fsync the tail segment after releasing the mutex as it will block on disk I/O
	return fileutil.Fdatasync(tail)
}

func (w *SegmentWAL) sync() error {
	if err := w.flush(); err != nil {
		return err
	}
	return fileutil.Fdatasync(w.tail())
}

func (w *SegmentWAL) flush() error {
	if w.cur == nil {
		return nil
	}
	return w.cur.Flush()
}

func (w *SegmentWAL) run(interval time.Duration) {
	var tick <-chan time.Time

	if interval > 0 {
		ticker := time.NewTicker(interval)
		defer ticker.Stop()
		tick = ticker.C
	}
	defer close(w.donec)

	for {
		select {
		case <-w.stopc:
			return
		case <-tick:
			if err := w.Sync(); err != nil {
				w.logger.Log("msg", "sync failed", "err", err)
			}
		}
	}
}

// Close syncs all data and closes the underlying resources.
func (w *SegmentWAL) Close() error {
	close(w.stopc)
	<-w.donec

	w.mtx.Lock()
	defer w.mtx.Unlock()

	if err := w.sync(); err != nil {
		return err
	}
	// On opening, a WAL must be fully consumed once. Afterwards
	// only the current segment will still be open.
	if tf := w.tail(); tf != nil {
		return errors.Wrapf(tf.Close(), "closing WAL tail %s", tf.Name())
	}
	return nil
}

const (
	minSectorSize = 512

	// walPageBytes is the alignment for flushing records to the backing Writer.
	// It should be a multiple of the minimum sector size so that WAL can safely
	// distinguish between torn writes and ordinary data corruption.
	walPageBytes = 16 * minSectorSize
	// TODO(gouthamve): What is this?
)

func (w *SegmentWAL) entry(et WALEntryType, flag byte, buf []byte) error {
	w.mtx.Lock()
	defer w.mtx.Unlock()

	// Cut to the next segment if the entry exceeds the file size unless it would also
	// exceed the size of a new segment.
	// TODO(gouthamve): Add a test for this case where the commit is greater than segmentSize.
	var (
		// 6-byte header + 4-byte CRC32 + buf.
		sz    = int64(6 + 4 + len(buf))
		newsz = w.curN + sz
	)
	// XXX(fabxc): this currently cuts a new file whenever the WAL was newly opened.
	// Probably fine in general but may yield a lot of short files in some cases.
	if w.cur == nil || w.curN > w.segmentSize || newsz > w.segmentSize && sz <= w.segmentSize {
		if err := w.cut(); err != nil {
			return err
		}
	}

	w.crc32.Reset()
	wr := io.MultiWriter(w.crc32, w.cur)

	b := make([]byte, 6)
	b[0] = byte(et)
	b[1] = flag

	binary.BigEndian.PutUint32(b[2:], uint32(len(buf)))

	if _, err := wr.Write(b); err != nil {
		return err
	}
	if _, err := wr.Write(buf); err != nil {
		return err
	}
	if _, err := w.cur.Write(w.crc32.Sum(nil)); err != nil {
		return err
	}

	w.curN += sz

	putWALBuffer(buf)

	// set the file's maxt.
	if len(w.files) > 0 {
		cf := w.files[len(w.files)-1]
		if cf.maxt < w.maxt {
			cf.maxt = w.maxt
		}
	}
	return nil
}

const (
	walSeriesSimple  = 1
	walSamplesSimple = 1
	walDeletesSimple = 1
)

var walBuffers = sync.Pool{}

func getWALBuffer() []byte {
	b := walBuffers.Get()
	if b == nil {
		return make([]byte, 0, 64*1024)
	}
	return b.([]byte)
}

func putWALBuffer(b []byte) {
	b = b[:0]
	walBuffers.Put(b)
}

func (w *SegmentWAL) encodeSeries(series []RefSeries) error {
	if len(series) == 0 {
		return nil
	}

	buf := getWALBuffer()
	buf = encodeSeries(buf, series)

	return w.entry(WALEntrySeries, walSeriesSimple, buf)
}

func encodeSeries(buf []byte, series []RefSeries) []byte {
	b := make([]byte, binary.MaxVarintLen64)
	// Store the base reference number of the first series.
	// All series encode their ref as a delta to the first.
	first := series[0]
	binary.BigEndian.PutUint64(b, first.Ref)
	buf = append(buf, b[:8]...)

	for _, s := range series {
		binary.BigEndian.PutUint64(b, s.Ref)
		buf = append(buf, b[:8]...)

		lset := s.Labels
		n := binary.PutUvarint(b, uint64(len(lset)))
		buf = append(buf, b[:n]...)

		for _, l := range lset {
			n = binary.PutUvarint(b, uint64(len(l.Name)))
			buf = append(buf, b[:n]...)
			buf = append(buf, l.Name...)

			n = binary.PutUvarint(b, uint64(len(l.Value)))
			buf = append(buf, b[:n]...)
			buf = append(buf, l.Value...)
		}
	}

	return buf
}

func (w *SegmentWAL) encodeSamples(samples []RefSample) error {
	if len(samples) == 0 {
		return nil
	}

	b := make([]byte, binary.MaxVarintLen64)
	buf := getWALBuffer()

	// Store base timestamp and base reference number of first sample.
	// All samples encode their timestamp and ref as delta to those.
	//
	// TODO(fabxc): optimize for all samples having the same timestamp.
	first := samples[0]

	binary.BigEndian.PutUint64(b, first.Ref)
	buf = append(buf, b[:8]...)
	binary.BigEndian.PutUint64(b, uint64(first.T))
	buf = append(buf, b[:8]...)

	w.maxt = 0
	for _, s := range samples {
		if w.maxt < s.T {
			w.maxt = s.T
		}

		n := binary.PutVarint(b, int64(s.Ref)-int64(first.Ref))
		buf = append(buf, b[:n]...)

		n = binary.PutVarint(b, s.T-first.T)
		buf = append(buf, b[:n]...)

		binary.BigEndian.PutUint64(b, math.Float64bits(s.V))
		buf = append(buf, b[:8]...)
	}

	return w.entry(WALEntrySamples, walSamplesSimple, buf)
}

func (w *SegmentWAL) encodeDeletes(stones []Stone) error {
	b := make([]byte, 2*binary.MaxVarintLen64)
	eb := &encbuf{b: b}
	buf := getWALBuffer()
	for _, s := range stones {
		for _, itv := range s.intervals {
			eb.reset()
			eb.putUvarint64(s.ref)
			eb.putVarint64(itv.Mint)
			eb.putVarint64(itv.Maxt)
			buf = append(buf, eb.get()...)
		}
	}

	return w.entry(WALEntryDeletes, walDeletesSimple, buf)
}

// walReader decodes and emits write ahead log entries.
type walReader struct {
	logger log.Logger

	mint  int64
	wal   *SegmentWAL
	cur   int
	buf   []byte
	crc32 hash.Hash32

	curType WALEntryType
	curFlag byte
	curBuf  []byte

	err error
}

func newWALReader(w *SegmentWAL, mint int64, l log.Logger) *walReader {
	if l == nil {
		l = log.NewNopLogger()
	}
	return &walReader{
		logger: l,
		mint:   mint,
		wal:    w,
		buf:    make([]byte, 0, 128*4096),
		crc32:  newCRC32(),
	}
}

// Err returns the last error the reader encountered.
func (r *walReader) Err() error {
	return r.err
}

func (r *walReader) Read(seriesf SeriesCB, samplesf SamplesCB, deletesf DeletesCB) error {
	for r.next() {
		et, flag, b := r.at()
		// In decoding below we never return a walCorruptionErr for now.
		// Those should generally be catched by entry decoding before.
		switch et {
		case WALEntrySeries:
			s, err := r.decodeSeries(flag, b)
			if err != nil {
				return err
			}
			seriesf(s)
		case WALEntrySamples:
			s, err := r.decodeSamples(flag, b)
			if err != nil {
				return err
			}

			// Update the times for the wal segment file and select only valid samples.
			cf := r.wal.files[r.cur]
			validSamples := make([]RefSample, 0, len(s))

			for _, smpl := range s {
				if smpl.T < r.mint {
					continue
				}

				if cf.maxt < smpl.T {
					cf.maxt = smpl.T
				}

				validSamples = append(validSamples, smpl)
			}

			samplesf(validSamples)
		case WALEntryDeletes:
			s, err := r.decodeDeletes(flag, b)
			if err != nil {
				return err
			}
			deletesf(s)
		}
	}

	return r.Err()
}

// nextEntry retrieves the next entry. It is also used as a testing hook.
func (r *walReader) nextEntry() (WALEntryType, byte, []byte, error) {
	if r.cur >= len(r.wal.files) {
		return 0, 0, nil, io.EOF
	}
	cf := r.wal.files[r.cur].f

	et, flag, b, err := r.entry(cf)
	// If we reached the end of the reader, advance to the next one
	// and close.
	// Do not close on the last one as it will still be appended to.
	if err == io.EOF && r.cur < len(r.wal.files)-1 {
		// Current reader completed, close and move to the next one.
		if err := cf.Close(); err != nil {
			return 0, 0, nil, err
		}
		r.cur++
		return r.nextEntry()
	}
	return et, flag, b, err
}

func (r *walReader) at() (WALEntryType, byte, []byte) {
	return r.curType, r.curFlag, r.curBuf
}

// next returns decodes the next entry pair and returns true
// if it was succesful.
func (r *walReader) next() bool {
	if r.cur >= len(r.wal.files) {
		return false
	}
	cf := r.wal.files[r.cur].f

	// Save position after last valid entry if we have to truncate the WAL.
	lastOffset, err := cf.Seek(0, os.SEEK_CUR)
	if err != nil {
		r.err = err
		return false
	}

	et, flag, b, err := r.entry(cf)
	// If we reached the end of the reader, advance to the next one
	// and close.
	// Do not close on the last one as it will still be appended to.
	if err == io.EOF {
		if r.cur == len(r.wal.files)-1 {
			return false
		}
		// Current reader completed, close and move to the next one.
		if err := cf.Close(); err != nil {
			r.err = err
			return false
		}
		r.cur++
		return r.next()
	}
	if err != nil {
		r.err = err

		if _, ok := err.(walCorruptionErr); ok {
			r.err = r.truncate(lastOffset)
		}
		return false
	}

	r.curType = et
	r.curFlag = flag
	r.curBuf = b
	return r.err == nil
}

func (r *walReader) current() *os.File {
	return r.wal.files[r.cur].f
}

// truncate the WAL after the last valid entry.
func (r *walReader) truncate(lastOffset int64) error {
	r.logger.Log("msg", "WAL corruption detected; truncating",
		"err", r.err, "file", r.current().Name(), "pos", lastOffset)

	// Close and delete all files after the current one.
	for _, sf := range r.wal.files[r.cur+1:] {
		f := sf.f
		if err := f.Close(); err != nil {
			return err
		}
		if err := os.Remove(f.Name()); err != nil {
			return err
		}
	}
	r.wal.files = r.wal.files[:r.cur+1]

	// Seek the current file to the last valid offset where we continue writing from.
	_, err := r.current().Seek(lastOffset, os.SEEK_SET)
	return err
}

// walCorruptionErr is a type wrapper for errors that indicate WAL corruption
// and trigger a truncation.
type walCorruptionErr error

func walCorruptionErrf(s string, args ...interface{}) error {
	return walCorruptionErr(errors.Errorf(s, args...))
}

func (r *walReader) entry(cr io.Reader) (WALEntryType, byte, []byte, error) {
	r.crc32.Reset()
	tr := io.TeeReader(cr, r.crc32)

	b := make([]byte, 6)
	if n, err := tr.Read(b); err != nil {
		return 0, 0, nil, err
	} else if n != 6 {
		return 0, 0, nil, walCorruptionErrf("invalid entry header size %d", n)
	}

	var (
		etype  = WALEntryType(b[0])
		flag   = b[1]
		length = int(binary.BigEndian.Uint32(b[2:]))
	)
	// Exit if we reached pre-allocated space.
	if etype == 0 {
		return 0, 0, nil, io.EOF
	}
	if etype != WALEntrySeries && etype != WALEntrySamples && etype != WALEntryDeletes {
		return 0, 0, nil, walCorruptionErrf("invalid entry type %d", etype)
	}

	if length > len(r.buf) {
		r.buf = make([]byte, length)
	}
	buf := r.buf[:length]

	if n, err := tr.Read(buf); err != nil {
		return 0, 0, nil, err
	} else if n != length {
		return 0, 0, nil, walCorruptionErrf("invalid entry body size %d", n)
	}

	if n, err := cr.Read(b[:4]); err != nil {
		return 0, 0, nil, err
	} else if n != 4 {
		return 0, 0, nil, walCorruptionErrf("invalid checksum length %d", n)
	}
	if exp, has := binary.BigEndian.Uint32(b[:4]), r.crc32.Sum32(); has != exp {
		return 0, 0, nil, walCorruptionErrf("unexpected CRC32 checksum %x, want %x", has, exp)
	}

	return etype, flag, buf, nil
}

func (r *walReader) decodeSeries(flag byte, b []byte) ([]RefSeries, error) {
	series := []RefSeries{}
	if len(b) < 8 {
		return nil, errors.Wrap(errInvalidSize, "header length")
	}

	b = b[8:]

	for len(b) > 0 {
		var ser RefSeries
		// TODO: Check again.
		if len(b) < 8 {
			return nil, errors.Wrap(errInvalidSize, "series ref")
		}
		ser.Ref = binary.BigEndian.Uint64(b)
		b = b[8:]

		l, n := binary.Uvarint(b)
		if n < 1 {
			return nil, errors.Wrap(errInvalidSize, "number of labels")
		}
		b = b[n:]
		lset := make(labels.Labels, l)

		for i := 0; i < int(l); i++ {
			nl, n := binary.Uvarint(b)
			if n < 1 || len(b) < n+int(nl) {
				return nil, errors.Wrap(errInvalidSize, "label name")
			}
			lset[i].Name = string(b[n : n+int(nl)])
			b = b[n+int(nl):]

			vl, n := binary.Uvarint(b)
			if n < 1 || len(b) < n+int(vl) {
				return nil, errors.Wrap(errInvalidSize, "label value")
			}
			lset[i].Value = string(b[n : n+int(vl)])
			b = b[n+int(vl):]
		}
		ser.Labels = lset

		series = append(series, ser)
	}
	return series, nil
}

func (r *walReader) decodeSamples(flag byte, b []byte) ([]RefSample, error) {
	samples := []RefSample{}

	if len(b) < 16 {
		return nil, errors.Wrap(errInvalidSize, "header length")
	}
	var (
		baseRef  = binary.BigEndian.Uint64(b)
		baseTime = int64(binary.BigEndian.Uint64(b[8:]))
	)
	b = b[16:]

	for len(b) > 0 {
		var smpl RefSample

		dref, n := binary.Varint(b)
		if n < 1 {
			return nil, errors.Wrap(errInvalidSize, "sample ref delta")
		}
		b = b[n:]

		smpl.Ref = uint64(int64(baseRef) + dref)

		dtime, n := binary.Varint(b)
		if n < 1 {
			return nil, errors.Wrap(errInvalidSize, "sample timestamp delta")
		}
		b = b[n:]
		smpl.T = baseTime + dtime

		if len(b) < 8 {
			return nil, errors.Wrapf(errInvalidSize, "sample value bits %d", len(b))
		}
		smpl.V = float64(math.Float64frombits(binary.BigEndian.Uint64(b)))
		b = b[8:]

		samples = append(samples, smpl)
	}
	return samples, nil
}

func (r *walReader) decodeDeletes(flag byte, b []byte) ([]Stone, error) {
	db := &decbuf{b: b}
	stones := []Stone{}

	for db.len() > 0 {
		var s Stone
		s.ref = db.uvarint64()
		s.intervals = Intervals{{db.varint64(), db.varint64()}}
		if db.err() != nil {
			return nil, db.err()
		}

		stones = append(stones, s)
	}

	return stones, nil
}