prometheus/main.go
Julius Volz 61d26e8445 Add optional sample replication to OpenTSDB.
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
2014-01-02 18:21:38 +01:00

399 lines
12 KiB
Go

// Copyright 2013 Prometheus Team
// 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 main
import (
"flag"
"os"
"os/signal"
"syscall"
"time"
"github.com/golang/glog"
"github.com/prometheus/client_golang/extraction"
clientmodel "github.com/prometheus/client_golang/model"
"github.com/prometheus/prometheus/config"
"github.com/prometheus/prometheus/notification"
"github.com/prometheus/prometheus/retrieval"
"github.com/prometheus/prometheus/rules"
"github.com/prometheus/prometheus/storage/metric"
"github.com/prometheus/prometheus/storage/remote"
"github.com/prometheus/prometheus/storage/remote/opentsdb"
"github.com/prometheus/prometheus/web"
"github.com/prometheus/prometheus/web/api"
)
const deletionBatchSize = 100
// Commandline flags.
var (
configFile = flag.String("configFile", "prometheus.conf", "Prometheus configuration file name.")
metricsStoragePath = flag.String("metricsStoragePath", "/tmp/metrics", "Base path for metrics storage.")
alertmanagerUrl = flag.String("alertmanager.url", "", "The URL of the alert manager to send notifications to.")
remoteTSDBUrl = flag.String("storage.remote.url", "", "The URL of the OpenTSDB instance to send samples to.")
remoteTSDBTimeout = flag.Duration("storage.remote.timeout", 30*time.Second, "The timeout to use when sending samples to OpenTSDB.")
samplesQueueCapacity = flag.Int("storage.queue.samplesCapacity", 4096, "The size of the unwritten samples queue.")
diskAppendQueueCapacity = flag.Int("storage.queue.diskAppendCapacity", 1000000, "The size of the queue for items that are pending writing to disk.")
memoryAppendQueueCapacity = flag.Int("storage.queue.memoryAppendCapacity", 10000, "The size of the queue for items that are pending writing to memory.")
headCompactInterval = flag.Duration("compact.headInterval", 3*time.Hour, "The amount of time between head compactions.")
bodyCompactInterval = flag.Duration("compact.bodyInterval", 5*time.Hour, "The amount of time between body compactions.")
tailCompactInterval = flag.Duration("compact.tailInterval", 7*time.Hour, "The amount of time between tail compactions.")
headGroupSize = flag.Int("compact.headGroupSize", 500, "The minimum group size for head samples.")
bodyGroupSize = flag.Int("compact.bodyGroupSize", 5000, "The minimum group size for body samples.")
tailGroupSize = flag.Int("compact.tailGroupSize", 10000, "The minimum group size for tail samples.")
headAge = flag.Duration("compact.headAgeInclusiveness", 5*time.Minute, "The relative inclusiveness of head samples.")
bodyAge = flag.Duration("compact.bodyAgeInclusiveness", time.Hour, "The relative inclusiveness of body samples.")
tailAge = flag.Duration("compact.tailAgeInclusiveness", 24*time.Hour, "The relative inclusiveness of tail samples.")
deleteInterval = flag.Duration("delete.interval", 11*time.Hour, "The amount of time between deletion of old values.")
deleteAge = flag.Duration("delete.ageMaximum", 15*24*time.Hour, "The relative maximum age for values before they are deleted.")
arenaFlushInterval = flag.Duration("arena.flushInterval", 15*time.Minute, "The period at which the in-memory arena is flushed to disk.")
arenaTTL = flag.Duration("arena.ttl", 10*time.Minute, "The relative age of values to purge to disk from memory.")
notificationQueueCapacity = flag.Int("alertmanager.notificationQueueCapacity", 100, "The size of the queue for pending alert manager notifications.")
concurrentRetrievalAllowance = flag.Int("concurrentRetrievalAllowance", 15, "The number of concurrent metrics retrieval requests allowed.")
printVersion = flag.Bool("version", false, "print version information")
)
type prometheus struct {
headCompactionTimer *time.Ticker
bodyCompactionTimer *time.Ticker
tailCompactionTimer *time.Ticker
deletionTimer *time.Ticker
curationSema chan bool
stopBackgroundOperations chan bool
unwrittenSamples chan *extraction.Result
ruleManager rules.RuleManager
targetManager retrieval.TargetManager
notifications chan notification.NotificationReqs
storage *metric.TieredStorage
remoteTSDBQueue *remote.TSDBQueueManager
curationState metric.CurationStateUpdater
}
func (p *prometheus) interruptHandler() {
notifier := make(chan os.Signal)
signal.Notify(notifier, os.Interrupt, syscall.SIGTERM)
<-notifier
glog.Warning("Received SIGINT/SIGTERM; Exiting gracefully...")
p.close()
os.Exit(0)
}
func (p *prometheus) compact(olderThan time.Duration, groupSize int) error {
select {
case p.curationSema <- true:
default:
glog.Warningf("Deferred compaction for %s and %s due to existing operation.", olderThan, groupSize)
return nil
}
defer func() {
<-p.curationSema
}()
processor := metric.NewCompactionProcessor(&metric.CompactionProcessorOptions{
MaximumMutationPoolBatch: groupSize * 3,
MinimumGroupSize: groupSize,
})
defer processor.Close()
curator := metric.NewCurator(&metric.CuratorOptions{
Stop: p.stopBackgroundOperations,
ViewQueue: p.storage.ViewQueue,
})
defer curator.Close()
return curator.Run(olderThan, clientmodel.Now(), processor, p.storage.DiskStorage.CurationRemarks, p.storage.DiskStorage.MetricSamples, p.storage.DiskStorage.MetricHighWatermarks, p.curationState)
}
func (p *prometheus) delete(olderThan time.Duration, batchSize int) error {
select {
case p.curationSema <- true:
default:
glog.Warningf("Deferred deletion for %s due to existing operation.", olderThan)
return nil
}
processor := metric.NewDeletionProcessor(&metric.DeletionProcessorOptions{
MaximumMutationPoolBatch: batchSize,
})
defer processor.Close()
curator := metric.NewCurator(&metric.CuratorOptions{
Stop: p.stopBackgroundOperations,
ViewQueue: p.storage.ViewQueue,
})
defer curator.Close()
return curator.Run(olderThan, clientmodel.Now(), processor, p.storage.DiskStorage.CurationRemarks, p.storage.DiskStorage.MetricSamples, p.storage.DiskStorage.MetricHighWatermarks, p.curationState)
}
func (p *prometheus) close() {
select {
case p.curationSema <- true:
default:
}
if p.headCompactionTimer != nil {
p.headCompactionTimer.Stop()
}
if p.bodyCompactionTimer != nil {
p.bodyCompactionTimer.Stop()
}
if p.tailCompactionTimer != nil {
p.tailCompactionTimer.Stop()
}
if p.deletionTimer != nil {
p.deletionTimer.Stop()
}
// Stop any currently active curation (deletion or compaction).
if len(p.stopBackgroundOperations) == 0 {
p.stopBackgroundOperations <- true
}
p.ruleManager.Stop()
p.targetManager.Stop()
close(p.unwrittenSamples)
p.storage.Close()
if p.remoteTSDBQueue != nil {
p.remoteTSDBQueue.Close()
}
close(p.notifications)
close(p.stopBackgroundOperations)
}
func main() {
// TODO(all): Future additions to main should be, where applicable, glumped
// into the prometheus struct above---at least where the scoping of the entire
// server is concerned.
flag.Parse()
versionInfoTmpl.Execute(os.Stdout, BuildInfo)
if *printVersion {
os.Exit(0)
}
conf, err := config.LoadFromFile(*configFile)
if err != nil {
glog.Fatalf("Error loading configuration from %s: %v", *configFile, err)
}
ts, err := metric.NewTieredStorage(uint(*diskAppendQueueCapacity), 100, *arenaFlushInterval, *arenaTTL, *metricsStoragePath)
if err != nil {
glog.Fatal("Error opening storage: ", err)
}
var remoteTSDBQueue *remote.TSDBQueueManager = nil
if *remoteTSDBUrl == "" {
glog.Warningf("No TSDB URL provided; not sending any samples to long-term storage")
} else {
openTSDB := opentsdb.NewClient(*remoteTSDBUrl, *remoteTSDBTimeout)
remoteTSDBQueue = remote.NewTSDBQueueManager(openTSDB, 512)
go remoteTSDBQueue.Run()
}
unwrittenSamples := make(chan *extraction.Result, *samplesQueueCapacity)
ingester := &retrieval.MergeLabelsIngester{
Labels: conf.GlobalLabels(),
CollisionPrefix: clientmodel.ExporterLabelPrefix,
Ingester: retrieval.ChannelIngester(unwrittenSamples),
}
// Coprime numbers, fool!
headCompactionTimer := time.NewTicker(*headCompactInterval)
bodyCompactionTimer := time.NewTicker(*bodyCompactInterval)
tailCompactionTimer := time.NewTicker(*tailCompactInterval)
deletionTimer := time.NewTicker(*deleteInterval)
// Queue depth will need to be exposed
targetManager := retrieval.NewTargetManager(ingester, *concurrentRetrievalAllowance)
targetManager.AddTargetsFromConfig(conf)
notifications := make(chan notification.NotificationReqs, *notificationQueueCapacity)
// Queue depth will need to be exposed
ruleManager := rules.NewRuleManager(&rules.RuleManagerOptions{
Results: unwrittenSamples,
Notifications: notifications,
EvaluationInterval: conf.EvaluationInterval(),
Storage: ts,
PrometheusUrl: web.MustBuildServerUrl(),
})
if err := ruleManager.AddRulesFromConfig(conf); err != nil {
glog.Fatal("Error loading rule files: ", err)
}
go ruleManager.Run()
notificationHandler := notification.NewNotificationHandler(*alertmanagerUrl, notifications)
go notificationHandler.Run()
flags := map[string]string{}
flag.VisitAll(func(f *flag.Flag) {
flags[f.Name] = f.Value.String()
})
prometheusStatus := &web.PrometheusStatusHandler{
BuildInfo: BuildInfo,
Config: conf.String(),
RuleManager: ruleManager,
TargetPools: targetManager.Pools(),
Flags: flags,
Birth: time.Now(),
}
alertsHandler := &web.AlertsHandler{
RuleManager: ruleManager,
}
databasesHandler := &web.DatabasesHandler{
Provider: ts.DiskStorage,
RefreshInterval: 5 * time.Minute,
}
metricsService := &api.MetricsService{
Config: &conf,
TargetManager: targetManager,
Storage: ts,
}
webService := &web.WebService{
StatusHandler: prometheusStatus,
MetricsHandler: metricsService,
DatabasesHandler: databasesHandler,
AlertsHandler: alertsHandler,
}
prometheus := &prometheus{
bodyCompactionTimer: bodyCompactionTimer,
headCompactionTimer: headCompactionTimer,
tailCompactionTimer: tailCompactionTimer,
deletionTimer: deletionTimer,
curationState: prometheusStatus,
curationSema: make(chan bool, 1),
unwrittenSamples: unwrittenSamples,
stopBackgroundOperations: make(chan bool, 1),
ruleManager: ruleManager,
targetManager: targetManager,
notifications: notifications,
storage: ts,
remoteTSDBQueue: remoteTSDBQueue,
}
defer prometheus.close()
storageStarted := make(chan bool)
go ts.Serve(storageStarted)
<-storageStarted
go prometheus.interruptHandler()
go func() {
for _ = range prometheus.headCompactionTimer.C {
glog.Info("Starting head compaction...")
err := prometheus.compact(*headAge, *headGroupSize)
if err != nil {
glog.Error("could not compact: ", err)
}
glog.Info("Done")
}
}()
go func() {
for _ = range prometheus.bodyCompactionTimer.C {
glog.Info("Starting body compaction...")
err := prometheus.compact(*bodyAge, *bodyGroupSize)
if err != nil {
glog.Error("could not compact: ", err)
}
glog.Info("Done")
}
}()
go func() {
for _ = range prometheus.tailCompactionTimer.C {
glog.Info("Starting tail compaction...")
err := prometheus.compact(*tailAge, *tailGroupSize)
if err != nil {
glog.Error("could not compact: ", err)
}
glog.Info("Done")
}
}()
go func() {
for _ = range prometheus.deletionTimer.C {
glog.Info("Starting deletion of stale values...")
err := prometheus.delete(*deleteAge, deletionBatchSize)
if err != nil {
glog.Error("could not delete: ", err)
}
glog.Info("Done")
}
}()
go func() {
err := webService.ServeForever()
if err != nil {
glog.Fatal(err)
}
}()
// TODO(all): Migrate this into prometheus.serve().
for block := range unwrittenSamples {
if block.Err == nil && len(block.Samples) > 0 {
ts.AppendSamples(block.Samples)
if remoteTSDBQueue != nil {
remoteTSDBQueue.Queue(block.Samples)
}
}
}
}