// Copyright 2018 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 wlog import ( "errors" "fmt" "io" "math" "os" "path/filepath" "strconv" "strings" "time" "github.com/go-kit/log" "github.com/go-kit/log/level" "github.com/prometheus/client_golang/prometheus" "golang.org/x/exp/slices" "github.com/prometheus/prometheus/model/timestamp" "github.com/prometheus/prometheus/tsdb/record" ) const ( checkpointPeriod = 5 * time.Second segmentCheckPeriod = 100 * time.Millisecond consumer = "consumer" ) var ( ErrIgnorable = errors.New("ignore me") readTimeout = 15 * time.Second ) // WriteTo is an interface used by the Watcher to send the samples it's read // from the WAL on to somewhere else. Functions will be called concurrently // and it is left to the implementer to make sure they are safe. type WriteTo interface { // Append and AppendExemplar should block until the samples are fully accepted, // whether enqueued in memory or successfully written to it's final destination. // Once returned, the WAL Watcher will not attempt to pass that data again. Append([]record.RefSample) bool AppendExemplars([]record.RefExemplar) bool AppendHistograms([]record.RefHistogramSample) bool AppendFloatHistograms([]record.RefFloatHistogramSample) bool StoreSeries([]record.RefSeries, int) // Next two methods are intended for garbage-collection: first we call // UpdateSeriesSegment on all current series UpdateSeriesSegment([]record.RefSeries, int) // Then SeriesReset is called to allow the deletion // of all series created in a segment lower than the argument. SeriesReset(int) } // Used to notify the watcher that data has been written so that it can read. type WriteNotified interface { Notify() } type WatcherMetrics struct { recordsRead *prometheus.CounterVec recordDecodeFails *prometheus.CounterVec samplesSentPreTailing *prometheus.CounterVec currentSegment *prometheus.GaugeVec notificationsSkipped *prometheus.CounterVec } // Watcher watches the TSDB WAL for a given WriteTo. type Watcher struct { name string writer WriteTo logger log.Logger walDir string lastCheckpoint string sendExemplars bool sendHistograms bool metrics *WatcherMetrics readerMetrics *LiveReaderMetrics startTime time.Time startTimestamp int64 // the start time as a Prometheus timestamp sendSamples bool recordsReadMetric *prometheus.CounterVec recordDecodeFailsMetric prometheus.Counter samplesSentPreTailing prometheus.Counter currentSegmentMetric prometheus.Gauge notificationsSkipped prometheus.Counter readNotify chan struct{} quit chan struct{} done chan struct{} // For testing, stop when we hit this segment. MaxSegment int } func NewWatcherMetrics(reg prometheus.Registerer) *WatcherMetrics { m := &WatcherMetrics{ recordsRead: prometheus.NewCounterVec( prometheus.CounterOpts{ Namespace: "prometheus", Subsystem: "wal_watcher", Name: "records_read_total", Help: "Number of records read by the WAL watcher from the WAL.", }, []string{consumer, "type"}, ), recordDecodeFails: prometheus.NewCounterVec( prometheus.CounterOpts{ Namespace: "prometheus", Subsystem: "wal_watcher", Name: "record_decode_failures_total", Help: "Number of records read by the WAL watcher that resulted in an error when decoding.", }, []string{consumer}, ), samplesSentPreTailing: prometheus.NewCounterVec( prometheus.CounterOpts{ Namespace: "prometheus", Subsystem: "wal_watcher", Name: "samples_sent_pre_tailing_total", Help: "Number of sample records read by the WAL watcher and sent to remote write during replay of existing WAL.", }, []string{consumer}, ), currentSegment: prometheus.NewGaugeVec( prometheus.GaugeOpts{ Namespace: "prometheus", Subsystem: "wal_watcher", Name: "current_segment", Help: "Current segment the WAL watcher is reading records from.", }, []string{consumer}, ), notificationsSkipped: prometheus.NewCounterVec( prometheus.CounterOpts{ Namespace: "prometheus", Subsystem: "wal_watcher", Name: "notifications_skipped_total", Help: "The number of WAL write notifications that the Watcher has skipped due to already being in a WAL read routine.", }, []string{consumer}, ), } if reg != nil { reg.MustRegister(m.recordsRead) reg.MustRegister(m.recordDecodeFails) reg.MustRegister(m.samplesSentPreTailing) reg.MustRegister(m.currentSegment) reg.MustRegister(m.notificationsSkipped) } return m } // NewWatcher creates a new WAL watcher for a given WriteTo. func NewWatcher(metrics *WatcherMetrics, readerMetrics *LiveReaderMetrics, logger log.Logger, name string, writer WriteTo, dir string, sendExemplars, sendHistograms bool) *Watcher { if logger == nil { logger = log.NewNopLogger() } return &Watcher{ logger: logger, writer: writer, metrics: metrics, readerMetrics: readerMetrics, walDir: filepath.Join(dir, "wal"), name: name, sendExemplars: sendExemplars, sendHistograms: sendHistograms, readNotify: make(chan struct{}), quit: make(chan struct{}), done: make(chan struct{}), MaxSegment: -1, } } func (w *Watcher) Notify() { select { case w.readNotify <- struct{}{}: return default: // default so we can exit // we don't need a buffered channel or any buffering since // for each notification it recv's the watcher will read until EOF w.notificationsSkipped.Inc() } } func (w *Watcher) setMetrics() { // Setup the WAL Watchers metrics. We do this here rather than in the // constructor because of the ordering of creating Queue Managers's, // stopping them, and then starting new ones in storage/remote/storage.go ApplyConfig. if w.metrics != nil { w.recordsReadMetric = w.metrics.recordsRead.MustCurryWith(prometheus.Labels{consumer: w.name}) w.recordDecodeFailsMetric = w.metrics.recordDecodeFails.WithLabelValues(w.name) w.samplesSentPreTailing = w.metrics.samplesSentPreTailing.WithLabelValues(w.name) w.currentSegmentMetric = w.metrics.currentSegment.WithLabelValues(w.name) w.notificationsSkipped = w.metrics.notificationsSkipped.WithLabelValues(w.name) } } // Start the Watcher. func (w *Watcher) Start() { w.setMetrics() level.Info(w.logger).Log("msg", "Starting WAL watcher", "queue", w.name) go w.loop() } // Stop the Watcher. func (w *Watcher) Stop() { close(w.quit) <-w.done // Records read metric has series and samples. if w.metrics != nil { w.metrics.recordsRead.DeleteLabelValues(w.name, "series") w.metrics.recordsRead.DeleteLabelValues(w.name, "samples") w.metrics.recordDecodeFails.DeleteLabelValues(w.name) w.metrics.samplesSentPreTailing.DeleteLabelValues(w.name) w.metrics.currentSegment.DeleteLabelValues(w.name) } level.Info(w.logger).Log("msg", "WAL watcher stopped", "queue", w.name) } func (w *Watcher) loop() { defer close(w.done) // We may encounter failures processing the WAL; we should wait and retry. for !isClosed(w.quit) { w.SetStartTime(time.Now()) if err := w.Run(); err != nil { level.Error(w.logger).Log("msg", "error tailing WAL", "err", err) } select { case <-w.quit: return case <-time.After(5 * time.Second): } } } // Run the watcher, which will tail the WAL until the quit channel is closed // or an error case is hit. func (w *Watcher) Run() error { _, lastSegment, err := w.firstAndLast() if err != nil { return fmt.Errorf("wal.Segments: %w", err) } // We want to ensure this is false across iterations since // Run will be called again if there was a failure to read the WAL. w.sendSamples = false level.Info(w.logger).Log("msg", "Replaying WAL", "queue", w.name) // Backfill from the checkpoint first if it exists. lastCheckpoint, checkpointIndex, err := LastCheckpoint(w.walDir) if err != nil && !errors.Is(err, record.ErrNotFound) { return fmt.Errorf("tsdb.LastCheckpoint: %w", err) } if err == nil { if err = w.readCheckpoint(lastCheckpoint, (*Watcher).readSegment); err != nil { return fmt.Errorf("readCheckpoint: %w", err) } } w.lastCheckpoint = lastCheckpoint currentSegment, err := w.findSegmentForIndex(checkpointIndex) if err != nil { return err } level.Debug(w.logger).Log("msg", "Tailing WAL", "lastCheckpoint", lastCheckpoint, "checkpointIndex", checkpointIndex, "currentSegment", currentSegment, "lastSegment", lastSegment) for !isClosed(w.quit) { w.currentSegmentMetric.Set(float64(currentSegment)) level.Debug(w.logger).Log("msg", "Processing segment", "currentSegment", currentSegment) // On start, after reading the existing WAL for series records, we have a pointer to what is the latest segment. // On subsequent calls to this function, currentSegment will have been incremented and we should open that segment. if err := w.watch(currentSegment, currentSegment >= lastSegment); err != nil && !errors.Is(err, ErrIgnorable) { return err } // For testing: stop when you hit a specific segment. if currentSegment == w.MaxSegment { return nil } currentSegment++ } return nil } // findSegmentForIndex finds the first segment greater than or equal to index. func (w *Watcher) findSegmentForIndex(index int) (int, error) { refs, err := w.segments(w.walDir) if err != nil { return -1, err } for _, r := range refs { if r >= index { return r, nil } } return -1, errors.New("failed to find segment for index") } func (w *Watcher) firstAndLast() (int, int, error) { refs, err := w.segments(w.walDir) if err != nil { return -1, -1, err } if len(refs) == 0 { return -1, -1, nil } return refs[0], refs[len(refs)-1], nil } // Copied from tsdb/wlog/wlog.go so we do not have to open a WAL. // Plan is to move WAL watcher to TSDB and dedupe these implementations. func (w *Watcher) segments(dir string) ([]int, error) { files, err := os.ReadDir(dir) if err != nil { return nil, err } var refs []int for _, f := range files { k, err := strconv.Atoi(f.Name()) if err != nil { continue } refs = append(refs, k) } slices.Sort(refs) for i := 0; i < len(refs)-1; i++ { if refs[i]+1 != refs[i+1] { return nil, errors.New("segments are not sequential") } } return refs, nil } func (w *Watcher) readAndHandleError(r *LiveReader, segmentNum int, tail bool, size int64) error { err := w.readSegment(r, segmentNum, tail) // Ignore all errors reading to end of segment whilst replaying the WAL. if !tail { if err != nil && !errors.Is(err, io.EOF) { level.Warn(w.logger).Log("msg", "Ignoring error reading to end of segment, may have dropped data", "segment", segmentNum, "err", err) } else if r.Offset() != size { level.Warn(w.logger).Log("msg", "Expected to have read whole segment, may have dropped data", "segment", segmentNum, "read", r.Offset(), "size", size) } return ErrIgnorable } // Otherwise, when we are tailing, non-EOFs are fatal. if err != nil && !errors.Is(err, io.EOF) { return err } return nil } // Use tail true to indicate that the reader is currently on a segment that is // actively being written to. If false, assume it's a full segment and we're // replaying it on start to cache the series records. func (w *Watcher) watch(segmentNum int, tail bool) error { segment, err := OpenReadSegment(SegmentName(w.walDir, segmentNum)) if err != nil { return err } defer segment.Close() reader := NewLiveReader(w.logger, w.readerMetrics, segment) size := int64(math.MaxInt64) if !tail { var err error size, err = getSegmentSize(w.walDir, segmentNum) if err != nil { return fmt.Errorf("getSegmentSize: %w", err) } return w.readAndHandleError(reader, segmentNum, tail, size) } checkpointTicker := time.NewTicker(checkpointPeriod) defer checkpointTicker.Stop() segmentTicker := time.NewTicker(segmentCheckPeriod) defer segmentTicker.Stop() readTicker := time.NewTicker(readTimeout) defer readTicker.Stop() gcSem := make(chan struct{}, 1) for { select { case <-w.quit: return nil case <-checkpointTicker.C: // Periodically check if there is a new checkpoint so we can garbage // collect labels. As this is considered an optimisation, we ignore // errors during checkpoint processing. Doing the process asynchronously // allows the current WAL segment to be processed while reading the // checkpoint. select { case gcSem <- struct{}{}: go func() { defer func() { <-gcSem }() if err := w.garbageCollectSeries(segmentNum); err != nil { level.Warn(w.logger).Log("msg", "Error process checkpoint", "err", err) } }() default: // Currently doing a garbage collect, try again later. } case <-segmentTicker.C: _, last, err := w.firstAndLast() if err != nil { return fmt.Errorf("segments: %w", err) } // Check if new segments exists. if last <= segmentNum { continue } err = w.readSegment(reader, segmentNum, tail) // Ignore errors reading to end of segment whilst replaying the WAL. if !tail { switch { case err != nil && !errors.Is(err, io.EOF): level.Warn(w.logger).Log("msg", "Ignoring error reading to end of segment, may have dropped data", "err", err) case reader.Offset() != size: level.Warn(w.logger).Log("msg", "Expected to have read whole segment, may have dropped data", "segment", segmentNum, "read", reader.Offset(), "size", size) } return nil } // Otherwise, when we are tailing, non-EOFs are fatal. if err != nil && !errors.Is(err, io.EOF) { return err } return nil // we haven't read due to a notification in quite some time, try reading anyways case <-readTicker.C: level.Debug(w.logger).Log("msg", "Watcher is reading the WAL due to timeout, haven't received any write notifications recently", "timeout", readTimeout) err := w.readAndHandleError(reader, segmentNum, tail, size) if err != nil { return err } // still want to reset the ticker so we don't read too often readTicker.Reset(readTimeout) case <-w.readNotify: err := w.readAndHandleError(reader, segmentNum, tail, size) if err != nil { return err } // still want to reset the ticker so we don't read too often readTicker.Reset(readTimeout) } } } func (w *Watcher) garbageCollectSeries(segmentNum int) error { dir, _, err := LastCheckpoint(w.walDir) if err != nil && !errors.Is(err, record.ErrNotFound) { return fmt.Errorf("tsdb.LastCheckpoint: %w", err) } if dir == "" || dir == w.lastCheckpoint { return nil } w.lastCheckpoint = dir index, err := checkpointNum(dir) if err != nil { return fmt.Errorf("error parsing checkpoint filename: %w", err) } if index >= segmentNum { level.Debug(w.logger).Log("msg", "Current segment is behind the checkpoint, skipping reading of checkpoint", "current", fmt.Sprintf("%08d", segmentNum), "checkpoint", dir) return nil } level.Debug(w.logger).Log("msg", "New checkpoint detected", "new", dir, "currentSegment", segmentNum) if err = w.readCheckpoint(dir, (*Watcher).readSegmentForGC); err != nil { return fmt.Errorf("readCheckpoint: %w", err) } // Clear series with a checkpoint or segment index # lower than the checkpoint we just read. w.writer.SeriesReset(index) return nil } // Read from a segment and pass the details to w.writer. // Also used with readCheckpoint - implements segmentReadFn. func (w *Watcher) readSegment(r *LiveReader, segmentNum int, tail bool) error { var ( dec record.Decoder series []record.RefSeries samples []record.RefSample samplesToSend []record.RefSample exemplars []record.RefExemplar histograms []record.RefHistogramSample histogramsToSend []record.RefHistogramSample floatHistograms []record.RefFloatHistogramSample floatHistogramsToSend []record.RefFloatHistogramSample ) for r.Next() && !isClosed(w.quit) { rec := r.Record() w.recordsReadMetric.WithLabelValues(dec.Type(rec).String()).Inc() switch dec.Type(rec) { case record.Series: series, err := dec.Series(rec, series[:0]) if err != nil { w.recordDecodeFailsMetric.Inc() return err } w.writer.StoreSeries(series, segmentNum) case record.Samples: // If we're not tailing a segment we can ignore any samples records we see. // This speeds up replay of the WAL by > 10x. if !tail { break } samples, err := dec.Samples(rec, samples[:0]) if err != nil { w.recordDecodeFailsMetric.Inc() return err } for _, s := range samples { if s.T > w.startTimestamp { if !w.sendSamples { w.sendSamples = true duration := time.Since(w.startTime) level.Info(w.logger).Log("msg", "Done replaying WAL", "duration", duration) } samplesToSend = append(samplesToSend, s) } } if len(samplesToSend) > 0 { w.writer.Append(samplesToSend) samplesToSend = samplesToSend[:0] } case record.Exemplars: // Skip if experimental "exemplars over remote write" is not enabled. if !w.sendExemplars { break } // If we're not tailing a segment we can ignore any exemplars records we see. // This speeds up replay of the WAL significantly. if !tail { break } exemplars, err := dec.Exemplars(rec, exemplars[:0]) if err != nil { w.recordDecodeFailsMetric.Inc() return err } w.writer.AppendExemplars(exemplars) case record.HistogramSamples: // Skip if experimental "histograms over remote write" is not enabled. if !w.sendHistograms { break } if !tail { break } histograms, err := dec.HistogramSamples(rec, histograms[:0]) if err != nil { w.recordDecodeFailsMetric.Inc() return err } for _, h := range histograms { if h.T > w.startTimestamp { if !w.sendSamples { w.sendSamples = true duration := time.Since(w.startTime) level.Info(w.logger).Log("msg", "Done replaying WAL", "duration", duration) } histogramsToSend = append(histogramsToSend, h) } } if len(histogramsToSend) > 0 { w.writer.AppendHistograms(histogramsToSend) histogramsToSend = histogramsToSend[:0] } case record.FloatHistogramSamples: // Skip if experimental "histograms over remote write" is not enabled. if !w.sendHistograms { break } if !tail { break } floatHistograms, err := dec.FloatHistogramSamples(rec, floatHistograms[:0]) if err != nil { w.recordDecodeFailsMetric.Inc() return err } for _, fh := range floatHistograms { if fh.T > w.startTimestamp { if !w.sendSamples { w.sendSamples = true duration := time.Since(w.startTime) level.Info(w.logger).Log("msg", "Done replaying WAL", "duration", duration) } floatHistogramsToSend = append(floatHistogramsToSend, fh) } } if len(floatHistogramsToSend) > 0 { w.writer.AppendFloatHistograms(floatHistogramsToSend) floatHistogramsToSend = floatHistogramsToSend[:0] } case record.Tombstones: default: // Could be corruption, or reading from a WAL from a newer Prometheus. w.recordDecodeFailsMetric.Inc() } } if err := r.Err(); err != nil { return fmt.Errorf("segment %d: %w", segmentNum, err) } return nil } // Go through all series in a segment updating the segmentNum, so we can delete older series. // Used with readCheckpoint - implements segmentReadFn. func (w *Watcher) readSegmentForGC(r *LiveReader, segmentNum int, _ bool) error { var ( dec record.Decoder series []record.RefSeries ) for r.Next() && !isClosed(w.quit) { rec := r.Record() w.recordsReadMetric.WithLabelValues(dec.Type(rec).String()).Inc() switch dec.Type(rec) { case record.Series: series, err := dec.Series(rec, series[:0]) if err != nil { w.recordDecodeFailsMetric.Inc() return err } w.writer.UpdateSeriesSegment(series, segmentNum) // Ignore these; we're only interested in series. case record.Samples: case record.Exemplars: case record.Tombstones: default: // Could be corruption, or reading from a WAL from a newer Prometheus. w.recordDecodeFailsMetric.Inc() } } if err := r.Err(); err != nil { return fmt.Errorf("segment %d: %w", segmentNum, err) } return nil } func (w *Watcher) SetStartTime(t time.Time) { w.startTime = t w.startTimestamp = timestamp.FromTime(t) } type segmentReadFn func(w *Watcher, r *LiveReader, segmentNum int, tail bool) error // Read all the series records from a Checkpoint directory. func (w *Watcher) readCheckpoint(checkpointDir string, readFn segmentReadFn) error { level.Debug(w.logger).Log("msg", "Reading checkpoint", "dir", checkpointDir) index, err := checkpointNum(checkpointDir) if err != nil { return fmt.Errorf("checkpointNum: %w", err) } // Ensure we read the whole contents of every segment in the checkpoint dir. segs, err := w.segments(checkpointDir) if err != nil { return fmt.Errorf("Unable to get segments checkpoint dir: %w", err) } for _, seg := range segs { size, err := getSegmentSize(checkpointDir, seg) if err != nil { return fmt.Errorf("getSegmentSize: %w", err) } sr, err := OpenReadSegment(SegmentName(checkpointDir, seg)) if err != nil { return fmt.Errorf("unable to open segment: %w", err) } defer sr.Close() r := NewLiveReader(w.logger, w.readerMetrics, sr) if err := readFn(w, r, index, false); err != nil && !errors.Is(err, io.EOF) { return fmt.Errorf("readSegment: %w", err) } if r.Offset() != size { return fmt.Errorf("readCheckpoint wasn't able to read all data from the checkpoint %s/%08d, size: %d, totalRead: %d", checkpointDir, seg, size, r.Offset()) } } level.Debug(w.logger).Log("msg", "Read series references from checkpoint", "checkpoint", checkpointDir) return nil } func checkpointNum(dir string) (int, error) { // Checkpoint dir names are in the format checkpoint.000001 // dir may contain a hidden directory, so only check the base directory chunks := strings.Split(filepath.Base(dir), ".") if len(chunks) != 2 { return 0, fmt.Errorf("invalid checkpoint dir string: %s", dir) } result, err := strconv.Atoi(chunks[1]) if err != nil { return 0, fmt.Errorf("invalid checkpoint dir string: %s", dir) } return result, nil } // Get size of segment. func getSegmentSize(dir string, index int) (int64, error) { i := int64(-1) fi, err := os.Stat(SegmentName(dir, index)) if err == nil { i = fi.Size() } return i, err } func isClosed(c chan struct{}) bool { select { case <-c: return true default: return false } }