mirror of
https://github.com/prometheus/prometheus
synced 2024-12-27 00:53:12 +00:00
61d26e8445
Prometheus needs long-term storage. Since we don't have enough resources to build our own timeseries storage from scratch ontop of Riak, Cassandra or a similar distributed datastore at the moment, we're planning on using OpenTSDB as long-term storage for Prometheus. It's data model is roughly compatible with that of Prometheus, with some caveats. As a first step, this adds write-only replication from Prometheus to OpenTSDB, with the following things worth noting: 1) I tried to keep the integration lightweight, meaning that anything related to OpenTSDB is isolated to its own package and only main knows about it (essentially it tees all samples to both the existing storage and TSDB). It's not touching the existing TieredStorage at all to avoid more complexity in that area. This might change in the future, especially if we decide to implement a read path for OpenTSDB through Prometheus as well. 2) Backpressure while sending to OpenTSDB is handled by simply dropping samples on the floor when the in-memory queue of samples destined for OpenTSDB runs full. Prometheus also only attempts to send samples once, rather than implementing a complex retry algorithm. Thus, replication to OpenTSDB is best-effort for now. If needed, this may be extended in the future. 3) Samples are sent in batches of limited size to OpenTSDB. The optimal batch size, timeout parameters, etc. may need to be adjusted in the future. 4) OpenTSDB has different rules for legal characters in tag (label) values. While Prometheus allows any characters in label values, OpenTSDB limits them to a to z, A to Z, 0 to 9, -, _, . and /. Currently any illegal characters in Prometheus label values are simply replaced by an underscore. Especially when integrating OpenTSDB with the read path in Prometheus, we'll need to reconsider this: either we'll need to introduce the same limitations for Prometheus labels or escape/encode illegal characters in OpenTSDB in such a way that they are fully decodable again when reading through Prometheus, so that corresponding timeseries in both systems match in their labelsets. Change-Id: I8394c9c55dbac3946a0fa497f566d5e6e2d600b5
399 lines
12 KiB
Go
399 lines
12 KiB
Go
// Copyright 2013 Prometheus Team
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// Licensed under the Apache License, Version 2.0 (the "License");
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// you may not use this file except in compliance with the License.
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// You may obtain a copy of the License at
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//
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// http://www.apache.org/licenses/LICENSE-2.0
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//
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// Unless required by applicable law or agreed to in writing, software
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// distributed under the License is distributed on an "AS IS" BASIS,
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// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
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// See the License for the specific language governing permissions and
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// limitations under the License.
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package main
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import (
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"flag"
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"os"
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"os/signal"
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"syscall"
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"time"
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"github.com/golang/glog"
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"github.com/prometheus/client_golang/extraction"
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clientmodel "github.com/prometheus/client_golang/model"
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"github.com/prometheus/prometheus/config"
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"github.com/prometheus/prometheus/notification"
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"github.com/prometheus/prometheus/retrieval"
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"github.com/prometheus/prometheus/rules"
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"github.com/prometheus/prometheus/storage/metric"
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"github.com/prometheus/prometheus/storage/remote"
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"github.com/prometheus/prometheus/storage/remote/opentsdb"
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"github.com/prometheus/prometheus/web"
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"github.com/prometheus/prometheus/web/api"
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)
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const deletionBatchSize = 100
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// Commandline flags.
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var (
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configFile = flag.String("configFile", "prometheus.conf", "Prometheus configuration file name.")
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metricsStoragePath = flag.String("metricsStoragePath", "/tmp/metrics", "Base path for metrics storage.")
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alertmanagerUrl = flag.String("alertmanager.url", "", "The URL of the alert manager to send notifications to.")
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remoteTSDBUrl = flag.String("storage.remote.url", "", "The URL of the OpenTSDB instance to send samples to.")
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remoteTSDBTimeout = flag.Duration("storage.remote.timeout", 30*time.Second, "The timeout to use when sending samples to OpenTSDB.")
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samplesQueueCapacity = flag.Int("storage.queue.samplesCapacity", 4096, "The size of the unwritten samples queue.")
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diskAppendQueueCapacity = flag.Int("storage.queue.diskAppendCapacity", 1000000, "The size of the queue for items that are pending writing to disk.")
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memoryAppendQueueCapacity = flag.Int("storage.queue.memoryAppendCapacity", 10000, "The size of the queue for items that are pending writing to memory.")
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headCompactInterval = flag.Duration("compact.headInterval", 3*time.Hour, "The amount of time between head compactions.")
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bodyCompactInterval = flag.Duration("compact.bodyInterval", 5*time.Hour, "The amount of time between body compactions.")
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tailCompactInterval = flag.Duration("compact.tailInterval", 7*time.Hour, "The amount of time between tail compactions.")
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headGroupSize = flag.Int("compact.headGroupSize", 500, "The minimum group size for head samples.")
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bodyGroupSize = flag.Int("compact.bodyGroupSize", 5000, "The minimum group size for body samples.")
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tailGroupSize = flag.Int("compact.tailGroupSize", 10000, "The minimum group size for tail samples.")
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headAge = flag.Duration("compact.headAgeInclusiveness", 5*time.Minute, "The relative inclusiveness of head samples.")
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bodyAge = flag.Duration("compact.bodyAgeInclusiveness", time.Hour, "The relative inclusiveness of body samples.")
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tailAge = flag.Duration("compact.tailAgeInclusiveness", 24*time.Hour, "The relative inclusiveness of tail samples.")
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deleteInterval = flag.Duration("delete.interval", 11*time.Hour, "The amount of time between deletion of old values.")
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deleteAge = flag.Duration("delete.ageMaximum", 15*24*time.Hour, "The relative maximum age for values before they are deleted.")
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arenaFlushInterval = flag.Duration("arena.flushInterval", 15*time.Minute, "The period at which the in-memory arena is flushed to disk.")
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arenaTTL = flag.Duration("arena.ttl", 10*time.Minute, "The relative age of values to purge to disk from memory.")
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notificationQueueCapacity = flag.Int("alertmanager.notificationQueueCapacity", 100, "The size of the queue for pending alert manager notifications.")
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concurrentRetrievalAllowance = flag.Int("concurrentRetrievalAllowance", 15, "The number of concurrent metrics retrieval requests allowed.")
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printVersion = flag.Bool("version", false, "print version information")
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)
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type prometheus struct {
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headCompactionTimer *time.Ticker
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bodyCompactionTimer *time.Ticker
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tailCompactionTimer *time.Ticker
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deletionTimer *time.Ticker
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curationSema chan bool
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stopBackgroundOperations chan bool
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unwrittenSamples chan *extraction.Result
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ruleManager rules.RuleManager
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targetManager retrieval.TargetManager
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notifications chan notification.NotificationReqs
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storage *metric.TieredStorage
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remoteTSDBQueue *remote.TSDBQueueManager
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curationState metric.CurationStateUpdater
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}
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func (p *prometheus) interruptHandler() {
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notifier := make(chan os.Signal)
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signal.Notify(notifier, os.Interrupt, syscall.SIGTERM)
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<-notifier
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glog.Warning("Received SIGINT/SIGTERM; Exiting gracefully...")
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p.close()
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os.Exit(0)
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}
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func (p *prometheus) compact(olderThan time.Duration, groupSize int) error {
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select {
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case p.curationSema <- true:
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default:
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glog.Warningf("Deferred compaction for %s and %s due to existing operation.", olderThan, groupSize)
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return nil
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}
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defer func() {
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<-p.curationSema
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}()
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processor := metric.NewCompactionProcessor(&metric.CompactionProcessorOptions{
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MaximumMutationPoolBatch: groupSize * 3,
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MinimumGroupSize: groupSize,
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})
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defer processor.Close()
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curator := metric.NewCurator(&metric.CuratorOptions{
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Stop: p.stopBackgroundOperations,
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ViewQueue: p.storage.ViewQueue,
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})
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defer curator.Close()
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return curator.Run(olderThan, clientmodel.Now(), processor, p.storage.DiskStorage.CurationRemarks, p.storage.DiskStorage.MetricSamples, p.storage.DiskStorage.MetricHighWatermarks, p.curationState)
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}
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func (p *prometheus) delete(olderThan time.Duration, batchSize int) error {
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select {
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case p.curationSema <- true:
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default:
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glog.Warningf("Deferred deletion for %s due to existing operation.", olderThan)
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return nil
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}
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processor := metric.NewDeletionProcessor(&metric.DeletionProcessorOptions{
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MaximumMutationPoolBatch: batchSize,
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})
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defer processor.Close()
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curator := metric.NewCurator(&metric.CuratorOptions{
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Stop: p.stopBackgroundOperations,
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ViewQueue: p.storage.ViewQueue,
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})
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defer curator.Close()
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return curator.Run(olderThan, clientmodel.Now(), processor, p.storage.DiskStorage.CurationRemarks, p.storage.DiskStorage.MetricSamples, p.storage.DiskStorage.MetricHighWatermarks, p.curationState)
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}
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func (p *prometheus) close() {
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select {
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case p.curationSema <- true:
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default:
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}
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if p.headCompactionTimer != nil {
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p.headCompactionTimer.Stop()
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}
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if p.bodyCompactionTimer != nil {
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p.bodyCompactionTimer.Stop()
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}
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if p.tailCompactionTimer != nil {
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p.tailCompactionTimer.Stop()
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}
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if p.deletionTimer != nil {
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p.deletionTimer.Stop()
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}
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// Stop any currently active curation (deletion or compaction).
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if len(p.stopBackgroundOperations) == 0 {
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p.stopBackgroundOperations <- true
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}
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p.ruleManager.Stop()
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p.targetManager.Stop()
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close(p.unwrittenSamples)
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p.storage.Close()
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if p.remoteTSDBQueue != nil {
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p.remoteTSDBQueue.Close()
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}
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close(p.notifications)
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close(p.stopBackgroundOperations)
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}
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func main() {
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// TODO(all): Future additions to main should be, where applicable, glumped
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// into the prometheus struct above---at least where the scoping of the entire
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// server is concerned.
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flag.Parse()
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versionInfoTmpl.Execute(os.Stdout, BuildInfo)
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if *printVersion {
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os.Exit(0)
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}
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conf, err := config.LoadFromFile(*configFile)
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if err != nil {
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glog.Fatalf("Error loading configuration from %s: %v", *configFile, err)
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}
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ts, err := metric.NewTieredStorage(uint(*diskAppendQueueCapacity), 100, *arenaFlushInterval, *arenaTTL, *metricsStoragePath)
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if err != nil {
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glog.Fatal("Error opening storage: ", err)
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}
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var remoteTSDBQueue *remote.TSDBQueueManager = nil
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if *remoteTSDBUrl == "" {
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glog.Warningf("No TSDB URL provided; not sending any samples to long-term storage")
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} else {
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openTSDB := opentsdb.NewClient(*remoteTSDBUrl, *remoteTSDBTimeout)
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remoteTSDBQueue = remote.NewTSDBQueueManager(openTSDB, 512)
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go remoteTSDBQueue.Run()
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}
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unwrittenSamples := make(chan *extraction.Result, *samplesQueueCapacity)
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ingester := &retrieval.MergeLabelsIngester{
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Labels: conf.GlobalLabels(),
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CollisionPrefix: clientmodel.ExporterLabelPrefix,
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Ingester: retrieval.ChannelIngester(unwrittenSamples),
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}
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// Coprime numbers, fool!
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headCompactionTimer := time.NewTicker(*headCompactInterval)
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bodyCompactionTimer := time.NewTicker(*bodyCompactInterval)
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tailCompactionTimer := time.NewTicker(*tailCompactInterval)
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deletionTimer := time.NewTicker(*deleteInterval)
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// Queue depth will need to be exposed
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targetManager := retrieval.NewTargetManager(ingester, *concurrentRetrievalAllowance)
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targetManager.AddTargetsFromConfig(conf)
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notifications := make(chan notification.NotificationReqs, *notificationQueueCapacity)
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// Queue depth will need to be exposed
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ruleManager := rules.NewRuleManager(&rules.RuleManagerOptions{
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Results: unwrittenSamples,
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Notifications: notifications,
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EvaluationInterval: conf.EvaluationInterval(),
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Storage: ts,
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PrometheusUrl: web.MustBuildServerUrl(),
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})
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if err := ruleManager.AddRulesFromConfig(conf); err != nil {
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glog.Fatal("Error loading rule files: ", err)
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}
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go ruleManager.Run()
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notificationHandler := notification.NewNotificationHandler(*alertmanagerUrl, notifications)
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go notificationHandler.Run()
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flags := map[string]string{}
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flag.VisitAll(func(f *flag.Flag) {
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flags[f.Name] = f.Value.String()
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})
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prometheusStatus := &web.PrometheusStatusHandler{
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BuildInfo: BuildInfo,
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Config: conf.String(),
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RuleManager: ruleManager,
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TargetPools: targetManager.Pools(),
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Flags: flags,
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Birth: time.Now(),
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}
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alertsHandler := &web.AlertsHandler{
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RuleManager: ruleManager,
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}
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databasesHandler := &web.DatabasesHandler{
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Provider: ts.DiskStorage,
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RefreshInterval: 5 * time.Minute,
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}
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metricsService := &api.MetricsService{
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Config: &conf,
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TargetManager: targetManager,
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Storage: ts,
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}
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webService := &web.WebService{
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StatusHandler: prometheusStatus,
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MetricsHandler: metricsService,
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DatabasesHandler: databasesHandler,
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AlertsHandler: alertsHandler,
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}
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prometheus := &prometheus{
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bodyCompactionTimer: bodyCompactionTimer,
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headCompactionTimer: headCompactionTimer,
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tailCompactionTimer: tailCompactionTimer,
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deletionTimer: deletionTimer,
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curationState: prometheusStatus,
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curationSema: make(chan bool, 1),
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unwrittenSamples: unwrittenSamples,
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stopBackgroundOperations: make(chan bool, 1),
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ruleManager: ruleManager,
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targetManager: targetManager,
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notifications: notifications,
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storage: ts,
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remoteTSDBQueue: remoteTSDBQueue,
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}
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defer prometheus.close()
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storageStarted := make(chan bool)
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go ts.Serve(storageStarted)
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<-storageStarted
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go prometheus.interruptHandler()
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go func() {
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for _ = range prometheus.headCompactionTimer.C {
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glog.Info("Starting head compaction...")
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err := prometheus.compact(*headAge, *headGroupSize)
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if err != nil {
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glog.Error("could not compact: ", err)
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}
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glog.Info("Done")
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}
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}()
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go func() {
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for _ = range prometheus.bodyCompactionTimer.C {
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glog.Info("Starting body compaction...")
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err := prometheus.compact(*bodyAge, *bodyGroupSize)
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if err != nil {
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glog.Error("could not compact: ", err)
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}
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glog.Info("Done")
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}
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}()
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go func() {
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for _ = range prometheus.tailCompactionTimer.C {
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glog.Info("Starting tail compaction...")
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err := prometheus.compact(*tailAge, *tailGroupSize)
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if err != nil {
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glog.Error("could not compact: ", err)
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}
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glog.Info("Done")
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}
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}()
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go func() {
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for _ = range prometheus.deletionTimer.C {
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glog.Info("Starting deletion of stale values...")
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err := prometheus.delete(*deleteAge, deletionBatchSize)
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if err != nil {
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glog.Error("could not delete: ", err)
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}
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glog.Info("Done")
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}
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}()
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go func() {
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err := webService.ServeForever()
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if err != nil {
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glog.Fatal(err)
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}
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}()
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// TODO(all): Migrate this into prometheus.serve().
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for block := range unwrittenSamples {
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if block.Err == nil && len(block.Samples) > 0 {
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ts.AppendSamples(block.Samples)
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if remoteTSDBQueue != nil {
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remoteTSDBQueue.Queue(block.Samples)
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}
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}
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}
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}
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