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prometheus.go 14.69 KB
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// Copyright 2014 Google Inc. All Rights Reserved.
//
// 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 metrics
import (
"fmt"
"time"
"github.com/golang/glog"
info "github.com/google/cadvisor/info/v1"
"github.com/prometheus/client_golang/prometheus"
)
// This will usually be manager.Manager, but can be swapped out for testing.
type subcontainersInfoProvider interface {
// Get information about all subcontainers of the specified container (includes self).
SubcontainersInfo(containerName string, query *info.ContainerInfoRequest) ([]*info.ContainerInfo, error)
}
// metricValue describes a single metric value for a given set of label values
// within a parent containerMetric.
type metricValue struct {
value float64
labels []string
}
type metricValues []metricValue
// fsValues is a helper method for assembling per-filesystem stats.
func fsValues(fsStats []info.FsStats, valueFn func(*info.FsStats) float64) metricValues {
values := make(metricValues, 0, len(fsStats))
for _, stat := range fsStats {
values = append(values, metricValue{
value: valueFn(&stat),
labels: []string{stat.Device},
})
}
return values
}
// A containerMetric describes a multi-dimensional metric used for exposing
// a certain type of container statistic.
type containerMetric struct {
name string
help string
valueType prometheus.ValueType
extraLabels []string
getValues func(s *info.ContainerStats) metricValues
}
func (cm *containerMetric) desc() *prometheus.Desc {
return prometheus.NewDesc(cm.name, cm.help, append([]string{"name", "id"}, cm.extraLabels...), nil)
}
// PrometheusCollector implements prometheus.Collector.
type PrometheusCollector struct {
infoProvider subcontainersInfoProvider
errors prometheus.Gauge
containerMetrics []containerMetric
}
// NewPrometheusCollector returns a new PrometheusCollector.
func NewPrometheusCollector(infoProvider subcontainersInfoProvider) *PrometheusCollector {
c := &PrometheusCollector{
infoProvider: infoProvider,
errors: prometheus.NewGauge(prometheus.GaugeOpts{
Namespace: "container",
Name: "scrape_error",
Help: "1 if there was an error while getting container metrics, 0 otherwise",
}),
containerMetrics: []containerMetric{
{
name: "container_last_seen",
help: "Last time a container was seen by the exporter",
valueType: prometheus.GaugeValue,
getValues: func(s *info.ContainerStats) metricValues {
return metricValues{{value: float64(time.Now().Unix())}}
},
}, {
name: "container_cpu_user_seconds_total",
help: "Cumulative user cpu time consumed in seconds.",
valueType: prometheus.CounterValue,
getValues: func(s *info.ContainerStats) metricValues {
return metricValues{{value: float64(s.Cpu.Usage.User) / float64(time.Second)}}
},
}, {
name: "container_cpu_system_seconds_total",
help: "Cumulative system cpu time consumed in seconds.",
valueType: prometheus.CounterValue,
getValues: func(s *info.ContainerStats) metricValues {
return metricValues{{value: float64(s.Cpu.Usage.System) / float64(time.Second)}}
},
}, {
name: "container_cpu_usage_seconds_total",
help: "Cumulative cpu time consumed per cpu in seconds.",
valueType: prometheus.CounterValue,
extraLabels: []string{"cpu"},
getValues: func(s *info.ContainerStats) metricValues {
values := make(metricValues, 0, len(s.Cpu.Usage.PerCpu))
for i, value := range s.Cpu.Usage.PerCpu {
values = append(values, metricValue{
value: float64(value) / float64(time.Second),
labels: []string{fmt.Sprintf("cpu%02d", i)},
})
}
return values
},
}, {
name: "container_memory_usage_bytes",
help: "Current memory usage in bytes.",
valueType: prometheus.GaugeValue,
getValues: func(s *info.ContainerStats) metricValues {
return metricValues{{value: float64(s.Memory.Usage)}}
},
}, {
name: "container_memory_working_set_bytes",
help: "Current working set in bytes.",
valueType: prometheus.GaugeValue,
getValues: func(s *info.ContainerStats) metricValues {
return metricValues{{value: float64(s.Memory.WorkingSet)}}
},
}, {
name: "container_memory_failures_total",
help: "Cumulative count of memory allocation failures.",
valueType: prometheus.CounterValue,
extraLabels: []string{"type", "scope"},
getValues: func(s *info.ContainerStats) metricValues {
return metricValues{
{
value: float64(s.Memory.ContainerData.Pgfault),
labels: []string{"pgfault", "container"},
},
{
value: float64(s.Memory.ContainerData.Pgmajfault),
labels: []string{"pgmajfault", "container"},
},
{
value: float64(s.Memory.HierarchicalData.Pgfault),
labels: []string{"pgfault", "hierarchy"},
},
{
value: float64(s.Memory.HierarchicalData.Pgmajfault),
labels: []string{"pgmajfault", "hierarchy"},
},
}
},
}, {
name: "container_fs_limit_bytes",
help: "Number of bytes that can be consumed by the container on this filesystem.",
valueType: prometheus.GaugeValue,
extraLabels: []string{"device"},
getValues: func(s *info.ContainerStats) metricValues {
return fsValues(s.Filesystem, func(fs *info.FsStats) float64 {
return float64(fs.Limit)
})
},
}, {
name: "container_fs_usage_bytes",
help: "Number of bytes that are consumed by the container on this filesystem.",
valueType: prometheus.GaugeValue,
extraLabels: []string{"device"},
getValues: func(s *info.ContainerStats) metricValues {
return fsValues(s.Filesystem, func(fs *info.FsStats) float64 {
return float64(fs.Usage)
})
},
}, {
name: "container_fs_reads_total",
help: "Cumulative count of reads completed",
valueType: prometheus.CounterValue,
extraLabels: []string{"device"},
getValues: func(s *info.ContainerStats) metricValues {
return fsValues(s.Filesystem, func(fs *info.FsStats) float64 {
return float64(fs.ReadsCompleted)
})
},
}, {
name: "container_fs_sector_reads_total",
help: "Cumulative count of sector reads completed",
valueType: prometheus.CounterValue,
extraLabels: []string{"device"},
getValues: func(s *info.ContainerStats) metricValues {
return fsValues(s.Filesystem, func(fs *info.FsStats) float64 {
return float64(fs.SectorsRead)
})
},
}, {
name: "container_fs_reads_merged_total",
help: "Cumulative count of reads merged",
valueType: prometheus.CounterValue,
extraLabels: []string{"device"},
getValues: func(s *info.ContainerStats) metricValues {
return fsValues(s.Filesystem, func(fs *info.FsStats) float64 {
return float64(fs.ReadsMerged)
})
},
}, {
name: "container_fs_read_seconds_total",
help: "Cumulative count of seconds spent reading",
valueType: prometheus.CounterValue,
extraLabels: []string{"device"},
getValues: func(s *info.ContainerStats) metricValues {
return fsValues(s.Filesystem, func(fs *info.FsStats) float64 {
return float64(fs.ReadTime) / float64(time.Second)
})
},
}, {
name: "container_fs_writes_total",
help: "Cumulative count of writes completed",
valueType: prometheus.CounterValue,
extraLabels: []string{"device"},
getValues: func(s *info.ContainerStats) metricValues {
return fsValues(s.Filesystem, func(fs *info.FsStats) float64 {
return float64(fs.WritesCompleted)
})
},
}, {
name: "container_fs_sector_writes_total",
help: "Cumulative count of sector writes completed",
valueType: prometheus.CounterValue,
extraLabels: []string{"device"},
getValues: func(s *info.ContainerStats) metricValues {
return fsValues(s.Filesystem, func(fs *info.FsStats) float64 {
return float64(fs.SectorsWritten)
})
},
}, {
name: "container_fs_writes_merged_total",
help: "Cumulative count of writes merged",
valueType: prometheus.CounterValue,
extraLabels: []string{"device"},
getValues: func(s *info.ContainerStats) metricValues {
return fsValues(s.Filesystem, func(fs *info.FsStats) float64 {
return float64(fs.WritesMerged)
})
},
}, {
name: "container_fs_write_seconds_total",
help: "Cumulative count of seconds spent writing",
valueType: prometheus.CounterValue,
extraLabels: []string{"device"},
getValues: func(s *info.ContainerStats) metricValues {
return fsValues(s.Filesystem, func(fs *info.FsStats) float64 {
return float64(fs.WriteTime) / float64(time.Second)
})
},
}, {
name: "container_fs_io_current",
help: "Number of I/Os currently in progress",
valueType: prometheus.GaugeValue,
extraLabels: []string{"device"},
getValues: func(s *info.ContainerStats) metricValues {
return fsValues(s.Filesystem, func(fs *info.FsStats) float64 {
return float64(fs.IoInProgress)
})
},
}, {
name: "container_fs_io_time_seconds_total",
help: "Cumulative count of seconds spent doing I/Os",
valueType: prometheus.CounterValue,
extraLabels: []string{"device"},
getValues: func(s *info.ContainerStats) metricValues {
return fsValues(s.Filesystem, func(fs *info.FsStats) float64 {
return float64(float64(fs.IoTime) / float64(time.Second))
})
},
}, {
name: "container_fs_io_time_weighted_seconds_total",
help: "Cumulative weighted I/O time in seconds",
valueType: prometheus.CounterValue,
extraLabels: []string{"device"},
getValues: func(s *info.ContainerStats) metricValues {
return fsValues(s.Filesystem, func(fs *info.FsStats) float64 {
return float64(fs.WeightedIoTime) / float64(time.Second)
})
},
}, {
name: "container_network_receive_bytes_total",
help: "Cumulative count of bytes received",
valueType: prometheus.CounterValue,
getValues: func(s *info.ContainerStats) metricValues {
return metricValues{{value: float64(s.Network.RxBytes)}}
},
}, {
name: "container_network_receive_packets_total",
help: "Cumulative count of packets received",
valueType: prometheus.CounterValue,
getValues: func(s *info.ContainerStats) metricValues {
return metricValues{{value: float64(s.Network.RxPackets)}}
},
}, {
name: "container_network_receive_packets_dropped_total",
help: "Cumulative count of packets dropped while receiving",
valueType: prometheus.CounterValue,
getValues: func(s *info.ContainerStats) metricValues {
return metricValues{{value: float64(s.Network.RxDropped)}}
},
}, {
name: "container_network_receive_errors_total",
help: "Cumulative count of errors encountered while receiving",
valueType: prometheus.CounterValue,
getValues: func(s *info.ContainerStats) metricValues {
return metricValues{{value: float64(s.Network.RxErrors)}}
},
}, {
name: "container_network_transmit_bytes_total",
help: "Cumulative count of bytes transmitted",
valueType: prometheus.CounterValue,
getValues: func(s *info.ContainerStats) metricValues {
return metricValues{{value: float64(s.Network.TxBytes)}}
},
}, {
name: "container_network_transmit_packets_total",
help: "Cumulative count of packets transmitted",
valueType: prometheus.CounterValue,
getValues: func(s *info.ContainerStats) metricValues {
return metricValues{{value: float64(s.Network.TxPackets)}}
},
}, {
name: "container_network_transmit_packets_dropped_total",
help: "Cumulative count of packets dropped while transmitting",
valueType: prometheus.CounterValue,
getValues: func(s *info.ContainerStats) metricValues {
return metricValues{{value: float64(s.Network.TxDropped)}}
},
}, {
name: "container_network_transmit_errors_total",
help: "Cumulative count of errors encountered while transmitting",
valueType: prometheus.CounterValue,
getValues: func(s *info.ContainerStats) metricValues {
return metricValues{{value: float64(s.Network.TxErrors)}}
},
}, {
name: "container_tasks_state",
help: "Number of tasks in given state",
extraLabels: []string{"state"},
valueType: prometheus.GaugeValue,
getValues: func(s *info.ContainerStats) metricValues {
return metricValues{
{
value: float64(s.TaskStats.NrSleeping),
labels: []string{"sleeping"},
},
{
value: float64(s.TaskStats.NrRunning),
labels: []string{"running"},
},
{
value: float64(s.TaskStats.NrStopped),
labels: []string{"stopped"},
},
{
value: float64(s.TaskStats.NrUninterruptible),
labels: []string{"uninterruptible"},
},
{
value: float64(s.TaskStats.NrIoWait),
labels: []string{"iowaiting"},
},
}
},
},
},
}
return c
}
// Describe describes all the metrics ever exported by cadvisor. It
// implements prometheus.PrometheusCollector.
func (c *PrometheusCollector) Describe(ch chan<- *prometheus.Desc) {
c.errors.Describe(ch)
for _, cm := range c.containerMetrics {
ch <- cm.desc()
}
}
// Collect fetches the stats from all containers and delivers them as
// Prometheus metrics. It implements prometheus.PrometheusCollector.
func (c *PrometheusCollector) Collect(ch chan<- prometheus.Metric) {
containers, err := c.infoProvider.SubcontainersInfo("/", &info.ContainerInfoRequest{NumStats: 1})
if err != nil {
c.errors.Set(1)
glog.Warning("Couldn't get containers: %s", err)
return
}
for _, container := range containers {
id := container.Name
name := id
if len(container.Aliases) > 0 {
name = container.Aliases[0]
}
stats := container.Stats[0]
for _, cm := range c.containerMetrics {
desc := cm.desc()
for _, metricValue := range cm.getValues(stats) {
ch <- prometheus.MustNewConstMetric(desc, cm.valueType, float64(metricValue.value), append([]string{name, id}, metricValue.labels...)...)
}
}
}
c.errors.Collect(ch)
}
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