minio/cmd/metrics-v2.go
Poorna Krishnamoorthy 3690de0c6b
Drop Pending size and count from replication metrics (#12378)
Real-time metrics calculated in-memory rely on the initial
replication metrics saved with data usage. However, this can
lag behind the actual state of the cluster at the time of server 
restart leading to inaccurate Pending size/counts reported to
Prometheus. Dropping the Pending metrics as this can be more 
reliably monitored by applications with replication notifications.

Signed-off-by: Poorna Krishnamoorthy <poorna@minio.io>
2021-05-31 20:26:52 -07:00

1687 lines
48 KiB
Go

// 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/>.
package cmd
import (
"context"
"fmt"
"net/http"
"runtime"
"strings"
"sync"
"time"
"github.com/minio/minio/cmd/logger"
"github.com/prometheus/client_golang/prometheus"
"github.com/prometheus/client_golang/prometheus/promhttp"
dto "github.com/prometheus/client_model/go"
"github.com/prometheus/procfs"
)
// MetricNamespace is top level grouping of metrics to create the metric name.
type MetricNamespace string
// MetricSubsystem is the sub grouping for metrics within a namespace.
type MetricSubsystem string
const (
bucketMetricNamespace MetricNamespace = "minio_bucket"
clusterMetricNamespace MetricNamespace = "minio_cluster"
healMetricNamespace MetricNamespace = "minio_heal"
interNodeMetricNamespace MetricNamespace = "minio_inter_node"
nodeMetricNamespace MetricNamespace = "minio_node"
minioMetricNamespace MetricNamespace = "minio"
s3MetricNamespace MetricNamespace = "minio_s3"
)
const (
cacheSubsystem MetricSubsystem = "cache"
capacityRawSubsystem MetricSubsystem = "capacity_raw"
capacityUsableSubsystem MetricSubsystem = "capacity_usable"
diskSubsystem MetricSubsystem = "disk"
fileDescriptorSubsystem MetricSubsystem = "file_descriptor"
goRoutines MetricSubsystem = "go_routine"
ioSubsystem MetricSubsystem = "io"
nodesSubsystem MetricSubsystem = "nodes"
objectsSubsystem MetricSubsystem = "objects"
processSubsystem MetricSubsystem = "process"
replicationSubsystem MetricSubsystem = "replication"
requestsSubsystem MetricSubsystem = "requests"
requestsRejectedSubsystem MetricSubsystem = "requests_rejected"
timeSubsystem MetricSubsystem = "time"
trafficSubsystem MetricSubsystem = "traffic"
softwareSubsystem MetricSubsystem = "software"
sysCallSubsystem MetricSubsystem = "syscall"
usageSubsystem MetricSubsystem = "usage"
)
// MetricName are the individual names for the metric.
type MetricName string
const (
authTotal MetricName = "auth_total"
canceledTotal MetricName = "canceled_total"
errorsTotal MetricName = "errors_total"
headerTotal MetricName = "header_total"
healTotal MetricName = "heal_total"
hitsTotal MetricName = "hits_total"
inflightTotal MetricName = "inflight_total"
invalidTotal MetricName = "invalid_total"
limitTotal MetricName = "limit_total"
missedTotal MetricName = "missed_total"
waitingTotal MetricName = "waiting_total"
objectTotal MetricName = "object_total"
offlineTotal MetricName = "offline_total"
onlineTotal MetricName = "online_total"
openTotal MetricName = "open_total"
readTotal MetricName = "read_total"
timestampTotal MetricName = "timestamp_total"
writeTotal MetricName = "write_total"
total MetricName = "total"
freeInodes MetricName = "free_inodes"
failedCount MetricName = "failed_count"
failedBytes MetricName = "failed_bytes"
freeBytes MetricName = "free_bytes"
readBytes MetricName = "read_bytes"
rcharBytes MetricName = "rchar_bytes"
receivedBytes MetricName = "received_bytes"
sentBytes MetricName = "sent_bytes"
totalBytes MetricName = "total_bytes"
usedBytes MetricName = "used_bytes"
writeBytes MetricName = "write_bytes"
wcharBytes MetricName = "wchar_bytes"
usagePercent MetricName = "update_percent"
commitInfo MetricName = "commit_info"
usageInfo MetricName = "usage_info"
versionInfo MetricName = "version_info"
sizeDistribution = "size_distribution"
ttfbDistribution = "ttfb_seconds_distribution"
lastActivityTime = "last_activity_nano_seconds"
startTime = "starttime_seconds"
upTime = "uptime_seconds"
memory = "resident_memory_bytes"
cpu = "cpu_total_seconds"
)
const (
serverName = "server"
)
// MetricType for the types of metrics supported
type MetricType string
const (
gaugeMetric = "gaugeMetric"
counterMetric = "counterMetric"
histogramMetric = "histogramMetric"
)
// MetricDescription describes the metric
type MetricDescription struct {
Namespace MetricNamespace `json:"MetricNamespace"`
Subsystem MetricSubsystem `json:"Subsystem"`
Name MetricName `json:"MetricName"`
Help string `json:"Help"`
Type MetricType `json:"Type"`
}
// Metric captures the details for a metric
type Metric struct {
Description MetricDescription `json:"Description"`
StaticLabels map[string]string `json:"StaticLabels"`
Value float64 `json:"Value"`
VariableLabels map[string]string `json:"VariableLabels"`
HistogramBucketLabel string `json:"HistogramBucketLabel"`
Histogram map[string]uint64 `json:"Histogram"`
}
func (m *Metric) copyMetric() Metric {
metric := Metric{
Description: m.Description,
Value: m.Value,
HistogramBucketLabel: m.HistogramBucketLabel,
StaticLabels: make(map[string]string),
VariableLabels: make(map[string]string),
Histogram: make(map[string]uint64),
}
for k, v := range m.StaticLabels {
metric.StaticLabels[k] = v
}
for k, v := range m.VariableLabels {
metric.VariableLabels[k] = v
}
for k, v := range m.Histogram {
metric.Histogram[k] = v
}
return metric
}
// MetricsGroup are a group of metrics that are initialized together.
type MetricsGroup struct {
id string
cacheInterval time.Duration
cachedRead func(ctx context.Context, mg *MetricsGroup) []Metric
read func(ctx context.Context) []Metric
}
var metricsGroupCache = make(map[string]*timedValue)
var cacheLock sync.Mutex
func cachedRead(ctx context.Context, mg *MetricsGroup) (metrics []Metric) {
cacheLock.Lock()
defer cacheLock.Unlock()
v, ok := metricsGroupCache[mg.id]
if !ok {
interval := mg.cacheInterval
if interval == 0 {
interval = 30 * time.Second
}
v = &timedValue{}
v.Once.Do(func() {
v.Update = func() (interface{}, error) {
c := mg.read(ctx)
return c, nil
}
v.TTL = interval
})
metricsGroupCache[mg.id] = v
}
c, err := v.Get()
if err != nil {
return []Metric{}
}
m := c.([]Metric)
for i := range m {
metrics = append(metrics, m[i].copyMetric())
}
return metrics
}
// MetricsGenerator are functions that generate metric groups.
type MetricsGenerator func() MetricsGroup
// GetGlobalGenerators gets all the generators the report global metrics pre calculated.
func GetGlobalGenerators() []MetricsGenerator {
g := []MetricsGenerator{
getBucketUsageMetrics,
getMinioHealingMetrics,
getNodeHealthMetrics,
getClusterStorageMetrics,
}
return g
}
// GetAllGenerators gets all the metric generators.
func GetAllGenerators() []MetricsGenerator {
g := GetGlobalGenerators()
g = append(g, GetGeneratorsForPeer()...)
return g
}
// GetGeneratorsForPeer - gets the generators to report to peer.
func GetGeneratorsForPeer() []MetricsGenerator {
g := []MetricsGenerator{
getCacheMetrics,
getGoMetrics,
getHTTPMetrics,
getLocalStorageMetrics,
getMinioProcMetrics,
getMinioVersionMetrics,
getNetworkMetrics,
getS3TTFBMetric,
}
return g
}
// GetSingleNodeGenerators gets the metrics that are local
func GetSingleNodeGenerators() []MetricsGenerator {
g := []MetricsGenerator{
getNodeHealthMetrics,
getCacheMetrics,
getHTTPMetrics,
getNetworkMetrics,
getMinioVersionMetrics,
getS3TTFBMetric,
}
return g
}
func getClusterCapacityTotalBytesMD() MetricDescription {
return MetricDescription{
Namespace: clusterMetricNamespace,
Subsystem: capacityRawSubsystem,
Name: totalBytes,
Help: "Total capacity online in the cluster.",
Type: gaugeMetric,
}
}
func getClusterCapacityFreeBytesMD() MetricDescription {
return MetricDescription{
Namespace: clusterMetricNamespace,
Subsystem: capacityRawSubsystem,
Name: freeBytes,
Help: "Total free capacity online in the cluster.",
Type: gaugeMetric,
}
}
func getClusterCapacityUsageBytesMD() MetricDescription {
return MetricDescription{
Namespace: clusterMetricNamespace,
Subsystem: capacityUsableSubsystem,
Name: totalBytes,
Help: "Total usable capacity online in the cluster.",
Type: gaugeMetric,
}
}
func getClusterCapacityUsageFreeBytesMD() MetricDescription {
return MetricDescription{
Namespace: clusterMetricNamespace,
Subsystem: capacityUsableSubsystem,
Name: freeBytes,
Help: "Total free usable capacity online in the cluster.",
Type: gaugeMetric,
}
}
func getNodeDiskUsedBytesMD() MetricDescription {
return MetricDescription{
Namespace: nodeMetricNamespace,
Subsystem: diskSubsystem,
Name: usedBytes,
Help: "Total storage used on a disk.",
Type: gaugeMetric,
}
}
func getNodeDiskFreeBytesMD() MetricDescription {
return MetricDescription{
Namespace: nodeMetricNamespace,
Subsystem: diskSubsystem,
Name: freeBytes,
Help: "Total storage available on a disk.",
Type: gaugeMetric,
}
}
func getClusterDisksOfflineTotalMD() MetricDescription {
return MetricDescription{
Namespace: clusterMetricNamespace,
Subsystem: diskSubsystem,
Name: offlineTotal,
Help: "Total disks offline.",
Type: gaugeMetric,
}
}
func getClusterDisksOnlineTotalMD() MetricDescription {
return MetricDescription{
Namespace: clusterMetricNamespace,
Subsystem: diskSubsystem,
Name: onlineTotal,
Help: "Total disks online.",
Type: gaugeMetric,
}
}
func getClusterDisksTotalMD() MetricDescription {
return MetricDescription{
Namespace: clusterMetricNamespace,
Subsystem: diskSubsystem,
Name: total,
Help: "Total disks.",
Type: gaugeMetric,
}
}
func getClusterDisksFreeInodes() MetricDescription {
return MetricDescription{
Namespace: clusterMetricNamespace,
Subsystem: diskSubsystem,
Name: freeInodes,
Help: "Total free inodes.",
Type: gaugeMetric,
}
}
func getNodeDiskTotalBytesMD() MetricDescription {
return MetricDescription{
Namespace: nodeMetricNamespace,
Subsystem: diskSubsystem,
Name: totalBytes,
Help: "Total storage on a disk.",
Type: gaugeMetric,
}
}
func getUsageLastScanActivityMD() MetricDescription {
return MetricDescription{
Namespace: minioMetricNamespace,
Subsystem: usageSubsystem,
Name: lastActivityTime,
Help: "Time elapsed (in nano seconds) since last scan activity. This is set to 0 until first scan cycle",
Type: gaugeMetric,
}
}
func getBucketUsageTotalBytesMD() MetricDescription {
return MetricDescription{
Namespace: bucketMetricNamespace,
Subsystem: usageSubsystem,
Name: totalBytes,
Help: "Total bucket size in bytes",
Type: gaugeMetric,
}
}
func getBucketUsageObjectsTotalMD() MetricDescription {
return MetricDescription{
Namespace: bucketMetricNamespace,
Subsystem: usageSubsystem,
Name: objectTotal,
Help: "Total number of objects",
Type: gaugeMetric,
}
}
func getBucketRepFailedBytesMD() MetricDescription {
return MetricDescription{
Namespace: bucketMetricNamespace,
Subsystem: replicationSubsystem,
Name: failedBytes,
Help: "Total number of bytes failed at least once to replicate.",
Type: gaugeMetric,
}
}
func getBucketRepSentBytesMD() MetricDescription {
return MetricDescription{
Namespace: bucketMetricNamespace,
Subsystem: replicationSubsystem,
Name: sentBytes,
Help: "Total number of bytes replicated to the target bucket.",
Type: gaugeMetric,
}
}
func getBucketRepReceivedBytesMD() MetricDescription {
return MetricDescription{
Namespace: bucketMetricNamespace,
Subsystem: replicationSubsystem,
Name: receivedBytes,
Help: "Total number of bytes replicated to this bucket from another source bucket.",
Type: gaugeMetric,
}
}
func getBucketRepFailedOperationsMD() MetricDescription {
return MetricDescription{
Namespace: bucketMetricNamespace,
Subsystem: replicationSubsystem,
Name: failedCount,
Help: "Total number of objects which failed replication",
Type: gaugeMetric,
}
}
func getBucketObjectDistributionMD() MetricDescription {
return MetricDescription{
Namespace: bucketMetricNamespace,
Subsystem: objectsSubsystem,
Name: sizeDistribution,
Help: "Distribution of object sizes in the bucket, includes label for the bucket name.",
Type: histogramMetric,
}
}
func getInternodeFailedRequests() MetricDescription {
return MetricDescription{
Namespace: interNodeMetricNamespace,
Subsystem: trafficSubsystem,
Name: errorsTotal,
Help: "Total number of failed internode calls.",
Type: counterMetric,
}
}
func getInterNodeSentBytesMD() MetricDescription {
return MetricDescription{
Namespace: interNodeMetricNamespace,
Subsystem: trafficSubsystem,
Name: sentBytes,
Help: "Total number of bytes sent to the other peer nodes.",
Type: counterMetric,
}
}
func getInterNodeReceivedBytesMD() MetricDescription {
return MetricDescription{
Namespace: interNodeMetricNamespace,
Subsystem: trafficSubsystem,
Name: receivedBytes,
Help: "Total number of bytes received from other peer nodes.",
Type: counterMetric,
}
}
func getS3SentBytesMD() MetricDescription {
return MetricDescription{
Namespace: s3MetricNamespace,
Subsystem: trafficSubsystem,
Name: sentBytes,
Help: "Total number of s3 bytes sent",
Type: counterMetric,
}
}
func getS3ReceivedBytesMD() MetricDescription {
return MetricDescription{
Namespace: s3MetricNamespace,
Subsystem: trafficSubsystem,
Name: receivedBytes,
Help: "Total number of s3 bytes received.",
Type: counterMetric,
}
}
func getS3RequestsInFlightMD() MetricDescription {
return MetricDescription{
Namespace: s3MetricNamespace,
Subsystem: requestsSubsystem,
Name: inflightTotal,
Help: "Total number of S3 requests currently in flight",
Type: gaugeMetric,
}
}
func getS3RequestsInQueueMD() MetricDescription {
return MetricDescription{
Namespace: s3MetricNamespace,
Subsystem: requestsSubsystem,
Name: waitingTotal,
Help: "Number of S3 requests in the waiting queue",
Type: gaugeMetric,
}
}
func getS3RequestsTotalMD() MetricDescription {
return MetricDescription{
Namespace: s3MetricNamespace,
Subsystem: requestsSubsystem,
Name: total,
Help: "Total number S3 requests",
Type: counterMetric,
}
}
func getS3RequestsErrorsMD() MetricDescription {
return MetricDescription{
Namespace: s3MetricNamespace,
Subsystem: requestsSubsystem,
Name: errorsTotal,
Help: "Total number S3 requests with errors",
Type: counterMetric,
}
}
func getS3RequestsCanceledMD() MetricDescription {
return MetricDescription{
Namespace: s3MetricNamespace,
Subsystem: requestsSubsystem,
Name: canceledTotal,
Help: "Total number S3 requests that were canceled from the client while processing",
Type: counterMetric,
}
}
func getS3RejectedAuthRequestsTotalMD() MetricDescription {
return MetricDescription{
Namespace: s3MetricNamespace,
Subsystem: requestsRejectedSubsystem,
Name: authTotal,
Help: "Total number S3 requests rejected for auth failure.",
Type: counterMetric,
}
}
func getS3RejectedHeaderRequestsTotalMD() MetricDescription {
return MetricDescription{
Namespace: s3MetricNamespace,
Subsystem: requestsRejectedSubsystem,
Name: headerTotal,
Help: "Total number S3 requests rejected for invalid header.",
Type: counterMetric,
}
}
func getS3RejectedTimestampRequestsTotalMD() MetricDescription {
return MetricDescription{
Namespace: s3MetricNamespace,
Subsystem: requestsRejectedSubsystem,
Name: timestampTotal,
Help: "Total number S3 requests rejected for invalid timestamp.",
Type: counterMetric,
}
}
func getS3RejectedInvalidRequestsTotalMD() MetricDescription {
return MetricDescription{
Namespace: s3MetricNamespace,
Subsystem: requestsRejectedSubsystem,
Name: invalidTotal,
Help: "Total number S3 invalid requests.",
Type: counterMetric,
}
}
func getCacheHitsTotalMD() MetricDescription {
return MetricDescription{
Namespace: minioNamespace,
Subsystem: cacheSubsystem,
Name: hitsTotal,
Help: "Total number of disk cache hits",
Type: counterMetric,
}
}
func getCacheHitsMissedTotalMD() MetricDescription {
return MetricDescription{
Namespace: minioNamespace,
Subsystem: cacheSubsystem,
Name: missedTotal,
Help: "Total number of disk cache misses",
Type: counterMetric,
}
}
func getCacheUsagePercentMD() MetricDescription {
return MetricDescription{
Namespace: minioNamespace,
Subsystem: minioNamespace,
Name: usagePercent,
Help: "Total percentage cache usage",
Type: gaugeMetric,
}
}
func getCacheUsageInfoMD() MetricDescription {
return MetricDescription{
Namespace: minioNamespace,
Subsystem: cacheSubsystem,
Name: usageInfo,
Help: "Total percentage cache usage, value of 1 indicates high and 0 low, label level is set as well",
Type: gaugeMetric,
}
}
func getCacheUsedBytesMD() MetricDescription {
return MetricDescription{
Namespace: minioNamespace,
Subsystem: cacheSubsystem,
Name: usedBytes,
Help: "Current cache usage in bytes",
Type: gaugeMetric,
}
}
func getCacheTotalBytesMD() MetricDescription {
return MetricDescription{
Namespace: minioNamespace,
Subsystem: cacheSubsystem,
Name: totalBytes,
Help: "Total size of cache disk in bytes",
Type: gaugeMetric,
}
}
func getCacheSentBytesMD() MetricDescription {
return MetricDescription{
Namespace: minioNamespace,
Subsystem: cacheSubsystem,
Name: sentBytes,
Help: "Total number of bytes served from cache",
Type: counterMetric,
}
}
func getHealObjectsTotalMD() MetricDescription {
return MetricDescription{
Namespace: healMetricNamespace,
Subsystem: objectsSubsystem,
Name: total,
Help: "Objects scanned in current self healing run",
Type: gaugeMetric,
}
}
func getHealObjectsHealTotalMD() MetricDescription {
return MetricDescription{
Namespace: healMetricNamespace,
Subsystem: objectsSubsystem,
Name: healTotal,
Help: "Objects healed in current self healing run",
Type: gaugeMetric,
}
}
func getHealObjectsFailTotalMD() MetricDescription {
return MetricDescription{
Namespace: healMetricNamespace,
Subsystem: objectsSubsystem,
Name: errorsTotal,
Help: "Objects for which healing failed in current self healing run",
Type: gaugeMetric,
}
}
func getHealLastActivityTimeMD() MetricDescription {
return MetricDescription{
Namespace: healMetricNamespace,
Subsystem: timeSubsystem,
Name: lastActivityTime,
Help: "Time elapsed (in nano seconds) since last self healing activity. This is set to -1 until initial self heal activity",
Type: gaugeMetric,
}
}
func getNodeOnlineTotalMD() MetricDescription {
return MetricDescription{
Namespace: clusterMetricNamespace,
Subsystem: nodesSubsystem,
Name: onlineTotal,
Help: "Total number of MinIO nodes online.",
Type: gaugeMetric,
}
}
func getNodeOfflineTotalMD() MetricDescription {
return MetricDescription{
Namespace: clusterMetricNamespace,
Subsystem: nodesSubsystem,
Name: offlineTotal,
Help: "Total number of MinIO nodes offline.",
Type: gaugeMetric,
}
}
func getMinIOVersionMD() MetricDescription {
return MetricDescription{
Namespace: minioMetricNamespace,
Subsystem: softwareSubsystem,
Name: versionInfo,
Help: "MinIO Release tag for the server",
Type: gaugeMetric,
}
}
func getMinIOCommitMD() MetricDescription {
return MetricDescription{
Namespace: minioMetricNamespace,
Subsystem: softwareSubsystem,
Name: commitInfo,
Help: "Git commit hash for the MinIO release.",
Type: gaugeMetric,
}
}
func getS3TTFBDistributionMD() MetricDescription {
return MetricDescription{
Namespace: s3MetricNamespace,
Subsystem: timeSubsystem,
Name: ttfbDistribution,
Help: "Distribution of the time to first byte across API calls.",
Type: gaugeMetric,
}
}
func getMinioFDOpenMD() MetricDescription {
return MetricDescription{
Namespace: nodeMetricNamespace,
Subsystem: fileDescriptorSubsystem,
Name: openTotal,
Help: "Total number of open file descriptors by the MinIO Server process.",
Type: gaugeMetric,
}
}
func getMinioFDLimitMD() MetricDescription {
return MetricDescription{
Namespace: nodeMetricNamespace,
Subsystem: fileDescriptorSubsystem,
Name: limitTotal,
Help: "Limit on total number of open file descriptors for the MinIO Server process.",
Type: gaugeMetric,
}
}
func getMinioProcessIOWriteBytesMD() MetricDescription {
return MetricDescription{
Namespace: nodeMetricNamespace,
Subsystem: ioSubsystem,
Name: writeBytes,
Help: "Total bytes written by the process to the underlying storage system, /proc/[pid]/io write_bytes",
Type: counterMetric,
}
}
func getMinioProcessIOReadBytesMD() MetricDescription {
return MetricDescription{
Namespace: nodeMetricNamespace,
Subsystem: ioSubsystem,
Name: readBytes,
Help: "Total bytes read by the process from the underlying storage system, /proc/[pid]/io read_bytes",
Type: counterMetric,
}
}
func getMinioProcessIOWriteCachedBytesMD() MetricDescription {
return MetricDescription{
Namespace: nodeMetricNamespace,
Subsystem: ioSubsystem,
Name: wcharBytes,
Help: "Total bytes written by the process to the underlying storage system including page cache, /proc/[pid]/io wchar",
Type: counterMetric,
}
}
func getMinioProcessIOReadCachedBytesMD() MetricDescription {
return MetricDescription{
Namespace: nodeMetricNamespace,
Subsystem: ioSubsystem,
Name: rcharBytes,
Help: "Total bytes read by the process from the underlying storage system including cache, /proc/[pid]/io rchar",
Type: counterMetric,
}
}
func getMinIOProcessSysCallRMD() MetricDescription {
return MetricDescription{
Namespace: nodeMetricNamespace,
Subsystem: sysCallSubsystem,
Name: readTotal,
Help: "Total read SysCalls to the kernel. /proc/[pid]/io syscr",
Type: counterMetric,
}
}
func getMinIOProcessSysCallWMD() MetricDescription {
return MetricDescription{
Namespace: nodeMetricNamespace,
Subsystem: sysCallSubsystem,
Name: writeTotal,
Help: "Total write SysCalls to the kernel. /proc/[pid]/io syscw",
Type: counterMetric,
}
}
func getMinIOGORoutineCountMD() MetricDescription {
return MetricDescription{
Namespace: nodeMetricNamespace,
Subsystem: goRoutines,
Name: total,
Help: "Total number of go routines running.",
Type: gaugeMetric,
}
}
func getMinIOProcessStartTimeMD() MetricDescription {
return MetricDescription{
Namespace: nodeMetricNamespace,
Subsystem: processSubsystem,
Name: startTime,
Help: "Start time for MinIO process per node, time in seconds since Unix epoc.",
Type: gaugeMetric,
}
}
func getMinIOProcessUptimeMD() MetricDescription {
return MetricDescription{
Namespace: nodeMetricNamespace,
Subsystem: processSubsystem,
Name: upTime,
Help: "Uptime for MinIO process per node in seconds.",
Type: gaugeMetric,
}
}
func getMinIOProcessResidentMemory() MetricDescription {
return MetricDescription{
Namespace: nodeMetricNamespace,
Subsystem: processSubsystem,
Name: memory,
Help: "Resident memory size in bytes.",
Type: gaugeMetric,
}
}
func getMinIOProcessCPUTime() MetricDescription {
return MetricDescription{
Namespace: nodeMetricNamespace,
Subsystem: processSubsystem,
Name: cpu,
Help: "Total user and system CPU time spent in seconds.",
Type: counterMetric,
}
}
func getMinioProcMetrics() MetricsGroup {
return MetricsGroup{
id: "MinioProcMetrics",
cachedRead: cachedRead,
read: func(ctx context.Context) (metrics []Metric) {
if runtime.GOOS == "windows" {
return nil
}
metrics = make([]Metric, 0, 20)
p, err := procfs.Self()
if err != nil {
logger.LogOnceIf(ctx, err, nodeMetricNamespace)
return
}
var openFDs int
openFDs, err = p.FileDescriptorsLen()
if err != nil {
logger.LogOnceIf(ctx, err, getMinioFDOpenMD())
return
}
l, err := p.Limits()
if err != nil {
logger.LogOnceIf(ctx, err, getMinioFDLimitMD())
return
}
io, err := p.IO()
if err != nil {
logger.LogOnceIf(ctx, err, ioSubsystem)
return
}
stat, err := p.Stat()
if err != nil {
logger.LogOnceIf(ctx, err, processSubsystem)
return
}
startTime, err := stat.StartTime()
if err != nil {
logger.LogOnceIf(ctx, err, startTime)
return
}
metrics = append(metrics,
Metric{
Description: getMinioFDOpenMD(),
Value: float64(openFDs),
},
)
metrics = append(metrics,
Metric{
Description: getMinioFDLimitMD(),
Value: float64(l.OpenFiles),
})
metrics = append(metrics,
Metric{
Description: getMinIOProcessSysCallRMD(),
Value: float64(io.SyscR),
})
metrics = append(metrics,
Metric{
Description: getMinIOProcessSysCallWMD(),
Value: float64(io.SyscW),
})
metrics = append(metrics,
Metric{
Description: getMinioProcessIOReadBytesMD(),
Value: float64(io.ReadBytes),
})
metrics = append(metrics,
Metric{
Description: getMinioProcessIOWriteBytesMD(),
Value: float64(io.WriteBytes),
})
metrics = append(metrics,
Metric{
Description: getMinioProcessIOReadCachedBytesMD(),
Value: float64(io.RChar),
})
metrics = append(metrics,
Metric{
Description: getMinioProcessIOWriteCachedBytesMD(),
Value: float64(io.WChar),
})
metrics = append(metrics,
Metric{
Description: getMinIOProcessStartTimeMD(),
Value: startTime,
})
metrics = append(metrics,
Metric{
Description: getMinIOProcessUptimeMD(),
Value: time.Since(globalBootTime).Seconds(),
})
metrics = append(metrics,
Metric{
Description: getMinIOProcessResidentMemory(),
Value: float64(stat.ResidentMemory()),
})
metrics = append(metrics,
Metric{
Description: getMinIOProcessCPUTime(),
Value: stat.CPUTime(),
})
return
},
}
}
func getGoMetrics() MetricsGroup {
return MetricsGroup{
id: "GoMetrics",
cachedRead: cachedRead,
read: func(ctx context.Context) (metrics []Metric) {
metrics = append(metrics, Metric{
Description: getMinIOGORoutineCountMD(),
Value: float64(runtime.NumGoroutine()),
})
return
},
}
}
func getS3TTFBMetric() MetricsGroup {
return MetricsGroup{
id: "s3TTFBMetric",
cachedRead: cachedRead,
read: func(ctx context.Context) (metrics []Metric) {
// Read prometheus metric on this channel
ch := make(chan prometheus.Metric)
var wg sync.WaitGroup
wg.Add(1)
// Read prometheus histogram data and convert it to internal metric data
go func() {
defer wg.Done()
for promMetric := range ch {
dtoMetric := &dto.Metric{}
err := promMetric.Write(dtoMetric)
if err != nil {
logger.LogIf(GlobalContext, err)
return
}
h := dtoMetric.GetHistogram()
for _, b := range h.Bucket {
labels := make(map[string]string)
for _, lp := range dtoMetric.GetLabel() {
labels[*lp.Name] = *lp.Value
}
labels["le"] = fmt.Sprintf("%.3f", *b.UpperBound)
metric := Metric{
Description: getS3TTFBDistributionMD(),
VariableLabels: labels,
Value: float64(b.GetCumulativeCount()),
}
metrics = append(metrics, metric)
}
}
}()
httpRequestsDuration.Collect(ch)
close(ch)
wg.Wait()
return
},
}
}
func getMinioVersionMetrics() MetricsGroup {
return MetricsGroup{
id: "MinioVersionMetrics",
cachedRead: cachedRead,
read: func(_ context.Context) (metrics []Metric) {
metrics = append(metrics, Metric{
Description: getMinIOCommitMD(),
VariableLabels: map[string]string{"commit": CommitID},
})
metrics = append(metrics, Metric{
Description: getMinIOVersionMD(),
VariableLabels: map[string]string{"version": Version},
})
return
},
}
}
func getNodeHealthMetrics() MetricsGroup {
return MetricsGroup{
id: "NodeHealthMetrics",
cachedRead: cachedRead,
read: func(_ context.Context) (metrics []Metric) {
if globalIsGateway {
return
}
metrics = make([]Metric, 0, 16)
nodesUp, nodesDown := GetPeerOnlineCount()
metrics = append(metrics, Metric{
Description: getNodeOnlineTotalMD(),
Value: float64(nodesUp),
})
metrics = append(metrics, Metric{
Description: getNodeOfflineTotalMD(),
Value: float64(nodesDown),
})
return
},
}
}
func getMinioHealingMetrics() MetricsGroup {
return MetricsGroup{
id: "minioHealingMetrics",
cachedRead: cachedRead,
read: func(_ context.Context) (metrics []Metric) {
metrics = make([]Metric, 0, 5)
if !globalIsErasure {
return
}
bgSeq, exists := globalBackgroundHealState.getHealSequenceByToken(bgHealingUUID)
if !exists {
return
}
if bgSeq.lastHealActivity.IsZero() {
return
}
metrics = append(metrics, Metric{
Description: getHealLastActivityTimeMD(),
Value: float64(time.Since(bgSeq.lastHealActivity)),
})
metrics = append(metrics, getObjectsScanned(bgSeq)...)
metrics = append(metrics, getScannedItems(bgSeq)...)
metrics = append(metrics, getFailedItems(bgSeq)...)
return
},
}
}
func getFailedItems(seq *healSequence) (m []Metric) {
m = make([]Metric, 0, 1)
for k, v := range seq.gethealFailedItemsMap() {
s := strings.Split(k, ",")
m = append(m, Metric{
Description: getHealObjectsFailTotalMD(),
VariableLabels: map[string]string{
"mount_path": s[0],
"volume_status": s[1],
},
Value: float64(v),
})
}
return
}
func getScannedItems(seq *healSequence) (m []Metric) {
items := seq.getHealedItemsMap()
m = make([]Metric, 0, len(items))
for k, v := range items {
m = append(m, Metric{
Description: getHealObjectsHealTotalMD(),
VariableLabels: map[string]string{"type": string(k)},
Value: float64(v),
})
}
return
}
func getObjectsScanned(seq *healSequence) (m []Metric) {
items := seq.getHealedItemsMap()
m = make([]Metric, 0, len(items))
for k, v := range seq.getScannedItemsMap() {
m = append(m, Metric{
Description: getHealObjectsTotalMD(),
VariableLabels: map[string]string{"type": string(k)},
Value: float64(v),
})
}
return
}
func getCacheMetrics() MetricsGroup {
return MetricsGroup{
id: "CacheMetrics",
cachedRead: cachedRead,
read: func(ctx context.Context) (metrics []Metric) {
metrics = make([]Metric, 0, 20)
cacheObjLayer := newCachedObjectLayerFn()
// Service not initialized yet
if cacheObjLayer == nil {
return
}
metrics = append(metrics, Metric{
Description: getCacheHitsTotalMD(),
Value: float64(cacheObjLayer.CacheStats().getHits()),
})
metrics = append(metrics, Metric{
Description: getCacheHitsMissedTotalMD(),
Value: float64(cacheObjLayer.CacheStats().getMisses()),
})
metrics = append(metrics, Metric{
Description: getCacheSentBytesMD(),
Value: float64(cacheObjLayer.CacheStats().getBytesServed()),
})
for _, cdStats := range cacheObjLayer.CacheStats().GetDiskStats() {
metrics = append(metrics, Metric{
Description: getCacheUsagePercentMD(),
Value: float64(cdStats.UsagePercent),
VariableLabels: map[string]string{"disk": cdStats.Dir},
})
metrics = append(metrics, Metric{
Description: getCacheUsageInfoMD(),
Value: float64(cdStats.UsageState),
VariableLabels: map[string]string{"disk": cdStats.Dir, "level": cdStats.GetUsageLevelString()},
})
metrics = append(metrics, Metric{
Description: getCacheUsedBytesMD(),
Value: float64(cdStats.UsageSize),
VariableLabels: map[string]string{"disk": cdStats.Dir},
})
metrics = append(metrics, Metric{
Description: getCacheTotalBytesMD(),
Value: float64(cdStats.TotalCapacity),
VariableLabels: map[string]string{"disk": cdStats.Dir},
})
}
return
},
}
}
func getHTTPMetrics() MetricsGroup {
return MetricsGroup{
id: "httpMetrics",
cachedRead: cachedRead,
read: func(ctx context.Context) (metrics []Metric) {
httpStats := globalHTTPStats.toServerHTTPStats()
metrics = make([]Metric, 0, 3+
len(httpStats.CurrentS3Requests.APIStats)+
len(httpStats.TotalS3Requests.APIStats)+
len(httpStats.TotalS3Errors.APIStats))
metrics = append(metrics, Metric{
Description: getS3RejectedAuthRequestsTotalMD(),
Value: float64(httpStats.TotalS3RejectedAuth),
})
metrics = append(metrics, Metric{
Description: getS3RejectedTimestampRequestsTotalMD(),
Value: float64(httpStats.TotalS3RejectedTime),
})
metrics = append(metrics, Metric{
Description: getS3RejectedHeaderRequestsTotalMD(),
Value: float64(httpStats.TotalS3RejectedHeader),
})
metrics = append(metrics, Metric{
Description: getS3RejectedInvalidRequestsTotalMD(),
Value: float64(httpStats.TotalS3RejectedInvalid),
})
metrics = append(metrics, Metric{
Description: getS3RequestsInQueueMD(),
Value: float64(httpStats.S3RequestsInQueue),
})
for api, value := range httpStats.CurrentS3Requests.APIStats {
metrics = append(metrics, Metric{
Description: getS3RequestsInFlightMD(),
Value: float64(value),
VariableLabels: map[string]string{"api": api},
})
}
for api, value := range httpStats.TotalS3Requests.APIStats {
metrics = append(metrics, Metric{
Description: getS3RequestsTotalMD(),
Value: float64(value),
VariableLabels: map[string]string{"api": api},
})
}
for api, value := range httpStats.TotalS3Errors.APIStats {
metrics = append(metrics, Metric{
Description: getS3RequestsErrorsMD(),
Value: float64(value),
VariableLabels: map[string]string{"api": api},
})
}
for api, value := range httpStats.TotalS3Canceled.APIStats {
metrics = append(metrics, Metric{
Description: getS3RequestsCanceledMD(),
Value: float64(value),
VariableLabels: map[string]string{"api": api},
})
}
return
},
}
}
func getNetworkMetrics() MetricsGroup {
return MetricsGroup{
id: "networkMetrics",
cachedRead: cachedRead,
read: func(ctx context.Context) (metrics []Metric) {
metrics = make([]Metric, 0, 10)
metrics = append(metrics, Metric{
Description: getInternodeFailedRequests(),
Value: float64(loadAndResetRPCNetworkErrsCounter()),
})
connStats := globalConnStats.toServerConnStats()
metrics = append(metrics, Metric{
Description: getInterNodeSentBytesMD(),
Value: float64(connStats.TotalOutputBytes),
})
metrics = append(metrics, Metric{
Description: getInterNodeReceivedBytesMD(),
Value: float64(connStats.TotalInputBytes),
})
metrics = append(metrics, Metric{
Description: getS3SentBytesMD(),
Value: float64(connStats.S3OutputBytes),
})
metrics = append(metrics, Metric{
Description: getS3ReceivedBytesMD(),
Value: float64(connStats.S3InputBytes),
})
return
},
}
}
func getBucketUsageMetrics() MetricsGroup {
return MetricsGroup{
id: "BucketUsageMetrics",
cachedRead: cachedRead,
read: func(ctx context.Context) (metrics []Metric) {
objLayer := newObjectLayerFn()
// Service not initialized yet
if objLayer == nil || globalIsGateway {
return
}
metrics = make([]Metric, 0, 50)
dataUsageInfo, err := loadDataUsageFromBackend(ctx, objLayer)
if err != nil {
return
}
// data usage has not captured any data yet.
if dataUsageInfo.LastUpdate.IsZero() {
return
}
metrics = append(metrics, Metric{
Description: getUsageLastScanActivityMD(),
Value: float64(time.Since(dataUsageInfo.LastUpdate)),
})
for bucket, usage := range dataUsageInfo.BucketsUsage {
stat := getLatestReplicationStats(bucket, usage)
metrics = append(metrics, Metric{
Description: getBucketUsageTotalBytesMD(),
Value: float64(usage.Size),
VariableLabels: map[string]string{"bucket": bucket},
})
metrics = append(metrics, Metric{
Description: getBucketUsageObjectsTotalMD(),
Value: float64(usage.ObjectsCount),
VariableLabels: map[string]string{"bucket": bucket},
})
if stat.hasReplicationUsage() {
metrics = append(metrics, Metric{
Description: getBucketRepFailedBytesMD(),
Value: float64(stat.FailedSize),
VariableLabels: map[string]string{"bucket": bucket},
})
metrics = append(metrics, Metric{
Description: getBucketRepSentBytesMD(),
Value: float64(stat.ReplicatedSize),
VariableLabels: map[string]string{"bucket": bucket},
})
metrics = append(metrics, Metric{
Description: getBucketRepReceivedBytesMD(),
Value: float64(stat.ReplicaSize),
VariableLabels: map[string]string{"bucket": bucket},
})
metrics = append(metrics, Metric{
Description: getBucketRepFailedOperationsMD(),
Value: float64(stat.FailedCount),
VariableLabels: map[string]string{"bucket": bucket},
})
}
metrics = append(metrics, Metric{
Description: getBucketObjectDistributionMD(),
Histogram: usage.ObjectSizesHistogram,
HistogramBucketLabel: "range",
VariableLabels: map[string]string{"bucket": bucket},
})
}
return
},
}
}
func getLocalStorageMetrics() MetricsGroup {
return MetricsGroup{
id: "localStorageMetrics",
cachedRead: cachedRead,
read: func(ctx context.Context) (metrics []Metric) {
objLayer := newObjectLayerFn()
// Service not initialized yet
if objLayer == nil || globalIsGateway {
return
}
metrics = make([]Metric, 0, 50)
storageInfo, _ := objLayer.LocalStorageInfo(ctx)
for _, disk := range storageInfo.Disks {
metrics = append(metrics, Metric{
Description: getNodeDiskUsedBytesMD(),
Value: float64(disk.UsedSpace),
VariableLabels: map[string]string{"disk": disk.DrivePath},
})
metrics = append(metrics, Metric{
Description: getNodeDiskFreeBytesMD(),
Value: float64(disk.AvailableSpace),
VariableLabels: map[string]string{"disk": disk.DrivePath},
})
metrics = append(metrics, Metric{
Description: getNodeDiskTotalBytesMD(),
Value: float64(disk.TotalSpace),
VariableLabels: map[string]string{"disk": disk.DrivePath},
})
metrics = append(metrics, Metric{
Description: getClusterDisksFreeInodes(),
Value: float64(disk.FreeInodes),
VariableLabels: map[string]string{"disk": disk.DrivePath},
})
}
return
},
}
}
func getClusterStorageMetrics() MetricsGroup {
return MetricsGroup{
id: "ClusterStorageMetrics",
cachedRead: cachedRead,
read: func(ctx context.Context) (metrics []Metric) {
objLayer := newObjectLayerFn()
// Service not initialized yet
if objLayer == nil || globalIsGateway {
return
}
// Fetch disk space info, ignore errors
metrics = make([]Metric, 0, 10)
storageInfo, _ := objLayer.StorageInfo(ctx)
onlineDisks, offlineDisks := getOnlineOfflineDisksStats(storageInfo.Disks)
totalDisks := onlineDisks.Merge(offlineDisks)
metrics = append(metrics, Metric{
Description: getClusterCapacityTotalBytesMD(),
Value: float64(GetTotalCapacity(storageInfo.Disks)),
})
metrics = append(metrics, Metric{
Description: getClusterCapacityFreeBytesMD(),
Value: float64(GetTotalCapacityFree(storageInfo.Disks)),
})
metrics = append(metrics, Metric{
Description: getClusterCapacityUsageBytesMD(),
Value: GetTotalUsableCapacity(storageInfo.Disks, storageInfo),
})
metrics = append(metrics, Metric{
Description: getClusterCapacityUsageFreeBytesMD(),
Value: GetTotalUsableCapacityFree(storageInfo.Disks, storageInfo),
})
metrics = append(metrics, Metric{
Description: getClusterDisksOfflineTotalMD(),
Value: float64(offlineDisks.Sum()),
})
metrics = append(metrics, Metric{
Description: getClusterDisksOnlineTotalMD(),
Value: float64(onlineDisks.Sum()),
})
metrics = append(metrics, Metric{
Description: getClusterDisksTotalMD(),
Value: float64(totalDisks.Sum()),
})
return
},
}
}
type minioClusterCollector struct {
desc *prometheus.Desc
}
func newMinioClusterCollector() *minioClusterCollector {
return &minioClusterCollector{
desc: prometheus.NewDesc("minio_stats", "Statistics exposed by MinIO server", nil, nil),
}
}
// Describe sends the super-set of all possible descriptors of metrics
func (c *minioClusterCollector) Describe(ch chan<- *prometheus.Desc) {
ch <- c.desc
}
// Collect is called by the Prometheus registry when collecting metrics.
func (c *minioClusterCollector) Collect(out chan<- prometheus.Metric) {
var wg sync.WaitGroup
publish := func(in <-chan Metric) {
defer wg.Done()
for metric := range in {
labels, values := getOrderedLabelValueArrays(metric.VariableLabels)
if metric.Description.Type == histogramMetric {
if metric.Histogram == nil {
continue
}
for k, v := range metric.Histogram {
l := append(labels, metric.HistogramBucketLabel)
lv := append(values, k)
out <- prometheus.MustNewConstMetric(
prometheus.NewDesc(
prometheus.BuildFQName(string(metric.Description.Namespace),
string(metric.Description.Subsystem),
string(metric.Description.Name)),
metric.Description.Help,
l,
metric.StaticLabels,
),
prometheus.GaugeValue,
float64(v),
lv...)
}
continue
}
metricType := prometheus.GaugeValue
switch metric.Description.Type {
case counterMetric:
metricType = prometheus.CounterValue
}
toPost := prometheus.MustNewConstMetric(
prometheus.NewDesc(
prometheus.BuildFQName(string(metric.Description.Namespace),
string(metric.Description.Subsystem),
string(metric.Description.Name)),
metric.Description.Help,
labels,
metric.StaticLabels,
),
metricType,
metric.Value,
values...)
out <- toPost
}
}
// Call peer api to fetch metrics
peerCh := globalNotificationSys.GetClusterMetrics(GlobalContext)
selfCh := ReportMetrics(GlobalContext, GetAllGenerators)
wg.Add(2)
go publish(peerCh)
go publish(selfCh)
wg.Wait()
}
// ReportMetrics reports serialized metrics to the channel passed for the metrics generated.
func ReportMetrics(ctx context.Context, generators func() []MetricsGenerator) <-chan Metric {
ch := make(chan Metric)
go func() {
defer close(ch)
populateAndPublish(generators, func(m Metric) bool {
if m.VariableLabels == nil {
m.VariableLabels = make(map[string]string)
}
m.VariableLabels[serverName] = globalLocalNodeName
for {
select {
case ch <- m:
return true
case <-ctx.Done():
return false
}
}
})
}()
return ch
}
// minioCollectorV2 is the Custom Collector
type minioCollectorV2 struct {
generator func() []MetricsGenerator
desc *prometheus.Desc
}
// Describe sends the super-set of all possible descriptors of metrics
func (c *minioCollectorV2) Describe(ch chan<- *prometheus.Desc) {
ch <- c.desc
}
// populateAndPublish populates and then publishes the metrics generated by the generator function.
func populateAndPublish(generatorFn func() []MetricsGenerator, publish func(m Metric) bool) {
generators := generatorFn()
for _, g := range generators {
metricsGroup := g()
metrics := metricsGroup.cachedRead(GlobalContext, &metricsGroup)
for _, metric := range metrics {
if !publish(metric) {
return
}
}
}
}
// Collect is called by the Prometheus registry when collecting metrics.
func (c *minioCollectorV2) Collect(ch chan<- prometheus.Metric) {
// Expose MinIO's version information
minioVersionInfo.WithLabelValues(Version, CommitID).Set(1.0)
populateAndPublish(c.generator, func(metric Metric) bool {
labels, values := getOrderedLabelValueArrays(metric.VariableLabels)
values = append(values, globalLocalNodeName)
labels = append(labels, serverName)
if metric.Description.Type == histogramMetric {
if metric.Histogram == nil {
return true
}
for k, v := range metric.Histogram {
labels = append(labels, metric.HistogramBucketLabel)
values = append(values, k)
ch <- prometheus.MustNewConstMetric(
prometheus.NewDesc(
prometheus.BuildFQName(string(metric.Description.Namespace),
string(metric.Description.Subsystem),
string(metric.Description.Name)),
metric.Description.Help,
labels,
metric.StaticLabels,
),
prometheus.GaugeValue,
float64(v),
values...)
}
return true
}
metricType := prometheus.GaugeValue
switch metric.Description.Type {
case counterMetric:
metricType = prometheus.CounterValue
}
ch <- prometheus.MustNewConstMetric(
prometheus.NewDesc(
prometheus.BuildFQName(string(metric.Description.Namespace),
string(metric.Description.Subsystem),
string(metric.Description.Name)),
metric.Description.Help,
labels,
metric.StaticLabels,
),
metricType,
metric.Value,
values...)
return true
})
}
func getOrderedLabelValueArrays(labelsWithValue map[string]string) (labels, values []string) {
labels = make([]string, 0)
values = make([]string, 0)
for l, v := range labelsWithValue {
labels = append(labels, l)
values = append(values, v)
}
return
}
// newMinioCollectorV2 describes the collector
// and returns reference of minioCollector for version 2
// It creates the Prometheus Description which is used
// to define Metric and help string
func newMinioCollectorV2(generator func() []MetricsGenerator) *minioCollectorV2 {
return &minioCollectorV2{
generator: generator,
desc: prometheus.NewDesc("minio_stats", "Statistics exposed by MinIO server", nil, nil),
}
}
func metricsServerHandler() http.Handler {
registry := prometheus.NewRegistry()
// Report all other metrics
err := registry.Register(newMinioClusterCollector())
if err != nil {
logger.CriticalIf(GlobalContext, err)
}
// DefaultGatherers include golang metrics and process metrics.
gatherers := prometheus.Gatherers{
registry,
}
// Delegate http serving to Prometheus client library, which will call collector.Collect.
return promhttp.InstrumentMetricHandler(
registry,
promhttp.HandlerFor(gatherers,
promhttp.HandlerOpts{
ErrorHandling: promhttp.ContinueOnError,
}),
)
}
func metricsNodeHandler() http.Handler {
registry := prometheus.NewRegistry()
err := registry.Register(newMinioCollectorV2(GetSingleNodeGenerators))
if err != nil {
logger.CriticalIf(GlobalContext, err)
}
err = registry.Register(prometheus.NewProcessCollector(prometheus.ProcessCollectorOpts{
Namespace: minioNamespace,
ReportErrors: true,
}))
if err != nil {
logger.CriticalIf(GlobalContext, err)
}
err = registry.Register(prometheus.NewGoCollector())
if err != nil {
logger.CriticalIf(GlobalContext, err)
}
gatherers := prometheus.Gatherers{
registry,
}
// Delegate http serving to Prometheus client library, which will call collector.Collect.
return promhttp.InstrumentMetricHandler(
registry,
promhttp.HandlerFor(gatherers,
promhttp.HandlerOpts{
ErrorHandling: promhttp.ContinueOnError,
}),
)
}