custom-kube-scheduler/kubernetes-v1.15.4/vendor/github.com/google/cadvisor/metrics/prometheus.go

// 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"
	"regexp"
	"time"

	"github.com/google/cadvisor/container"
	info "github.com/google/cadvisor/info/v1"
	"github.com/prometheus/client_golang/prometheus"
	"k8s.io/klog"
)

// infoProvider will usually be manager.Manager, but can be swapped out for testing.
type infoProvider interface {
	// SubcontainersInfo provides information about all subcontainers of the
	// specified container including itself.
	SubcontainersInfo(containerName string, query *info.ContainerInfoRequest) ([]*info.ContainerInfo, error)
	// GetVersionInfo provides information about the version.
	GetVersionInfo() (*info.VersionInfo, error)
	// GetMachineInfo provides information about the machine.
	GetMachineInfo() (*info.MachineInfo, 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
	timestamp time.Time
}

type metricValues []metricValue

// asFloat64 converts a uint64 into a float64.
func asFloat64(v uint64) float64 { return float64(v) }

// asNanosecondsToSeconds converts nanoseconds into a float64 representing seconds.
func asNanosecondsToSeconds(v uint64) float64 {
	return float64(v) / float64(time.Second)
}

// fsValues is a helper method for assembling per-filesystem stats.
func fsValues(fsStats []info.FsStats, valueFn func(*info.FsStats) float64, timestamp time.Time) metricValues {
	values := make(metricValues, 0, len(fsStats))
	for _, stat := range fsStats {
		values = append(values, metricValue{
			value:     valueFn(&stat),
			labels:    []string{stat.Device},
			timestamp: timestamp,
		})
	}
	return values
}

// ioValues is a helper method for assembling per-disk and per-filesystem stats.
func ioValues(ioStats []info.PerDiskStats, ioType string, ioValueFn func(uint64) float64,
	fsStats []info.FsStats, valueFn func(*info.FsStats) float64, timestamp time.Time) metricValues {

	values := make(metricValues, 0, len(ioStats)+len(fsStats))
	for _, stat := range ioStats {
		values = append(values, metricValue{
			value:     ioValueFn(stat.Stats[ioType]),
			labels:    []string{stat.Device},
			timestamp: timestamp,
		})
	}
	for _, stat := range fsStats {
		values = append(values, metricValue{
			value:     valueFn(&stat),
			labels:    []string{stat.Device},
			timestamp: timestamp,
		})
	}
	return values
}

// 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
	condition   func(s info.ContainerSpec) bool
	getValues   func(s *info.ContainerStats) metricValues
}

func (cm *containerMetric) desc(baseLabels []string) *prometheus.Desc {
	return prometheus.NewDesc(cm.name, cm.help, append(baseLabels, cm.extraLabels...), nil)
}

// ContainerLabelsFunc defines all base labels and their values attached to
// each metric exported by cAdvisor.
type ContainerLabelsFunc func(*info.ContainerInfo) map[string]string

// PrometheusCollector implements prometheus.Collector.
type PrometheusCollector struct {
	infoProvider        infoProvider
	errors              prometheus.Gauge
	containerMetrics    []containerMetric
	containerLabelsFunc ContainerLabelsFunc
	includedMetrics     container.MetricSet
}

// NewPrometheusCollector returns a new PrometheusCollector. The passed
// ContainerLabelsFunc specifies which base labels will be attached to all
// exported metrics. If left to nil, the DefaultContainerLabels function
// will be used instead.
func NewPrometheusCollector(i infoProvider, f ContainerLabelsFunc, includedMetrics container.MetricSet) *PrometheusCollector {
	if f == nil {
		f = DefaultContainerLabels
	}
	c := &PrometheusCollector{
		infoProvider:        i,
		containerLabelsFunc: f,
		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()),
						timestamp: time.Now(),
					}}
				},
			},
		},
		includedMetrics: includedMetrics,
	}
	if includedMetrics.Has(container.CpuUsageMetrics) {
		c.containerMetrics = append(c.containerMetrics, []containerMetric{
			{
				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),
							timestamp: s.Timestamp,
						},
					}
				},
			}, {
				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),
							timestamp: s.Timestamp,
						},
					}
				},
			}, {
				name:        "container_cpu_usage_seconds_total",
				help:        "Cumulative cpu time consumed in seconds.",
				valueType:   prometheus.CounterValue,
				extraLabels: []string{"cpu"},
				getValues: func(s *info.ContainerStats) metricValues {
					if len(s.Cpu.Usage.PerCpu) == 0 {
						if s.Cpu.Usage.Total > 0 {
							return metricValues{{
								value:     float64(s.Cpu.Usage.Total) / float64(time.Second),
								labels:    []string{"total"},
								timestamp: s.Timestamp,
							}}
						}
					}
					values := make(metricValues, 0, len(s.Cpu.Usage.PerCpu))
					for i, value := range s.Cpu.Usage.PerCpu {
						if value > 0 {
							values = append(values, metricValue{
								value:     float64(value) / float64(time.Second),
								labels:    []string{fmt.Sprintf("cpu%02d", i)},
								timestamp: s.Timestamp,
							})
						}
					}
					return values
				},
			}, {
				name:      "container_cpu_cfs_periods_total",
				help:      "Number of elapsed enforcement period intervals.",
				valueType: prometheus.CounterValue,
				condition: func(s info.ContainerSpec) bool { return s.Cpu.Quota != 0 },
				getValues: func(s *info.ContainerStats) metricValues {
					return metricValues{
						{
							value:     float64(s.Cpu.CFS.Periods),
							timestamp: s.Timestamp,
						}}
				},
			}, {
				name:      "container_cpu_cfs_throttled_periods_total",
				help:      "Number of throttled period intervals.",
				valueType: prometheus.CounterValue,
				condition: func(s info.ContainerSpec) bool { return s.Cpu.Quota != 0 },
				getValues: func(s *info.ContainerStats) metricValues {
					return metricValues{
						{
							value:     float64(s.Cpu.CFS.ThrottledPeriods),
							timestamp: s.Timestamp,
						}}
				},
			}, {
				name:      "container_cpu_cfs_throttled_seconds_total",
				help:      "Total time duration the container has been throttled.",
				valueType: prometheus.CounterValue,
				condition: func(s info.ContainerSpec) bool { return s.Cpu.Quota != 0 },
				getValues: func(s *info.ContainerStats) metricValues {
					return metricValues{
						{
							value:     float64(s.Cpu.CFS.ThrottledTime) / float64(time.Second),
							timestamp: s.Timestamp,
						}}
				},
			},
		}...)
	}
	if includedMetrics.Has(container.ProcessSchedulerMetrics) {
		c.containerMetrics = append(c.containerMetrics, []containerMetric{
			{
				name:      "container_cpu_schedstat_run_seconds_total",
				help:      "Time duration the processes of the container have run on the CPU.",
				valueType: prometheus.CounterValue,
				getValues: func(s *info.ContainerStats) metricValues {
					return metricValues{{
						value:     float64(s.Cpu.Schedstat.RunTime) / float64(time.Second),
						timestamp: s.Timestamp,
					}}
				},
			}, {
				name:      "container_cpu_schedstat_runqueue_seconds_total",
				help:      "Time duration processes of the container have been waiting on a runqueue.",
				valueType: prometheus.CounterValue,
				getValues: func(s *info.ContainerStats) metricValues {
					return metricValues{{
						value:     float64(s.Cpu.Schedstat.RunqueueTime) / float64(time.Second),
						timestamp: s.Timestamp,
					}}
				},
			}, {
				name:      "container_cpu_schedstat_run_periods_total",
				help:      "Number of times processes of the cgroup have run on the cpu",
				valueType: prometheus.CounterValue,
				getValues: func(s *info.ContainerStats) metricValues {
					return metricValues{{
						value:     float64(s.Cpu.Schedstat.RunPeriods),
						timestamp: s.Timestamp,
					}}
				},
			},
		}...)
	}
	if includedMetrics.Has(container.CpuLoadMetrics) {
		c.containerMetrics = append(c.containerMetrics, []containerMetric{
			{
				name:      "container_cpu_load_average_10s",
				help:      "Value of container cpu load average over the last 10 seconds.",
				valueType: prometheus.GaugeValue,
				getValues: func(s *info.ContainerStats) metricValues {
					return metricValues{{value: float64(s.Cpu.LoadAverage), timestamp: s.Timestamp}}
				},
			}, {
				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"},
							timestamp: s.Timestamp,
						},
						{
							value:     float64(s.TaskStats.NrRunning),
							labels:    []string{"running"},
							timestamp: s.Timestamp,
						},
						{
							value:     float64(s.TaskStats.NrStopped),
							labels:    []string{"stopped"},
							timestamp: s.Timestamp,
						},
						{
							value:     float64(s.TaskStats.NrUninterruptible),
							labels:    []string{"uninterruptible"},
							timestamp: s.Timestamp,
						},
						{
							value:     float64(s.TaskStats.NrIoWait),
							labels:    []string{"iowaiting"},
							timestamp: s.Timestamp,
						},
					}
				},
			},
		}...)
	}
	if includedMetrics.Has(container.MemoryUsageMetrics) {
		c.containerMetrics = append(c.containerMetrics, []containerMetric{
			{
				name:      "container_memory_cache",
				help:      "Number of bytes of page cache memory.",
				valueType: prometheus.GaugeValue,
				getValues: func(s *info.ContainerStats) metricValues {
					return metricValues{{value: float64(s.Memory.Cache), timestamp: s.Timestamp}}
				},
			}, {
				name:      "container_memory_rss",
				help:      "Size of RSS in bytes.",
				valueType: prometheus.GaugeValue,
				getValues: func(s *info.ContainerStats) metricValues {
					return metricValues{{value: float64(s.Memory.RSS), timestamp: s.Timestamp}}
				},
			}, {
				name:      "container_memory_mapped_file",
				help:      "Size of memory mapped files in bytes.",
				valueType: prometheus.GaugeValue,
				getValues: func(s *info.ContainerStats) metricValues {
					return metricValues{{value: float64(s.Memory.MappedFile), timestamp: s.Timestamp}}
				},
			}, {
				name:      "container_memory_swap",
				help:      "Container swap usage in bytes.",
				valueType: prometheus.GaugeValue,
				getValues: func(s *info.ContainerStats) metricValues {
					return metricValues{{value: float64(s.Memory.Swap), timestamp: s.Timestamp}}
				},
			}, {
				name:      "container_memory_failcnt",
				help:      "Number of memory usage hits limits",
				valueType: prometheus.CounterValue,
				getValues: func(s *info.ContainerStats) metricValues {
					return metricValues{{
						value:     float64(s.Memory.Failcnt),
						timestamp: s.Timestamp,
					}}
				},
			}, {
				name:      "container_memory_usage_bytes",
				help:      "Current memory usage in bytes, including all memory regardless of when it was accessed",
				valueType: prometheus.GaugeValue,
				getValues: func(s *info.ContainerStats) metricValues {
					return metricValues{{value: float64(s.Memory.Usage), timestamp: s.Timestamp}}
				},
			},
			{
				name:      "container_memory_max_usage_bytes",
				help:      "Maximum memory usage recorded in bytes",
				valueType: prometheus.GaugeValue,
				getValues: func(s *info.ContainerStats) metricValues {
					return metricValues{{value: float64(s.Memory.MaxUsage), timestamp: s.Timestamp}}
				},
			}, {
				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), timestamp: s.Timestamp}}
				},
			}, {
				name:        "container_memory_failures_total",
				help:        "Cumulative count of memory allocation failures.",
				valueType:   prometheus.CounterValue,
				extraLabels: []string{"failure_type", "scope"},
				getValues: func(s *info.ContainerStats) metricValues {
					return metricValues{
						{
							value:     float64(s.Memory.ContainerData.Pgfault),
							labels:    []string{"pgfault", "container"},
							timestamp: s.Timestamp,
						},
						{
							value:     float64(s.Memory.ContainerData.Pgmajfault),
							labels:    []string{"pgmajfault", "container"},
							timestamp: s.Timestamp,
						},
						{
							value:     float64(s.Memory.HierarchicalData.Pgfault),
							labels:    []string{"pgfault", "hierarchy"},
							timestamp: s.Timestamp,
						},
						{
							value:     float64(s.Memory.HierarchicalData.Pgmajfault),
							labels:    []string{"pgmajfault", "hierarchy"},
							timestamp: s.Timestamp,
						},
					}
				},
			},
		}...)
	}
	if includedMetrics.Has(container.AcceleratorUsageMetrics) {
		c.containerMetrics = append(c.containerMetrics, []containerMetric{
			{
				name:        "container_accelerator_memory_total_bytes",
				help:        "Total accelerator memory.",
				valueType:   prometheus.GaugeValue,
				extraLabels: []string{"make", "model", "acc_id"},
				getValues: func(s *info.ContainerStats) metricValues {
					values := make(metricValues, 0, len(s.Accelerators))
					for _, value := range s.Accelerators {
						values = append(values, metricValue{
							value:     float64(value.MemoryTotal),
							labels:    []string{value.Make, value.Model, value.ID},
							timestamp: s.Timestamp,
						})
					}
					return values
				},
			}, {
				name:        "container_accelerator_memory_used_bytes",
				help:        "Total accelerator memory allocated.",
				valueType:   prometheus.GaugeValue,
				extraLabels: []string{"make", "model", "acc_id"},
				getValues: func(s *info.ContainerStats) metricValues {
					values := make(metricValues, 0, len(s.Accelerators))
					for _, value := range s.Accelerators {
						values = append(values, metricValue{
							value:     float64(value.MemoryUsed),
							labels:    []string{value.Make, value.Model, value.ID},
							timestamp: s.Timestamp,
						})
					}
					return values
				},
			}, {
				name:        "container_accelerator_duty_cycle",
				help:        "Percent of time over the past sample period during which the accelerator was actively processing.",
				valueType:   prometheus.GaugeValue,
				extraLabels: []string{"make", "model", "acc_id"},
				getValues: func(s *info.ContainerStats) metricValues {
					values := make(metricValues, 0, len(s.Accelerators))
					for _, value := range s.Accelerators {
						values = append(values, metricValue{
							value:     float64(value.DutyCycle),
							labels:    []string{value.Make, value.Model, value.ID},
							timestamp: s.Timestamp,
						})
					}
					return values
				},
			},
		}...)
	}
	if includedMetrics.Has(container.DiskUsageMetrics) {
		c.containerMetrics = append(c.containerMetrics, []containerMetric{
			{
				name:        "container_fs_inodes_free",
				help:        "Number of available Inodes",
				valueType:   prometheus.GaugeValue,
				extraLabels: []string{"device"},
				getValues: func(s *info.ContainerStats) metricValues {
					return fsValues(s.Filesystem, func(fs *info.FsStats) float64 {
						return float64(fs.InodesFree)
					}, s.Timestamp)
				},
			}, {
				name:        "container_fs_inodes_total",
				help:        "Number of Inodes",
				valueType:   prometheus.GaugeValue,
				extraLabels: []string{"device"},
				getValues: func(s *info.ContainerStats) metricValues {
					return fsValues(s.Filesystem, func(fs *info.FsStats) float64 {
						return float64(fs.Inodes)
					}, s.Timestamp)
				},
			}, {
				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)
					}, s.Timestamp)
				},
			}, {
				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)
					}, s.Timestamp)
				},
			},
		}...)
	}
	if includedMetrics.Has(container.DiskIOMetrics) {
		c.containerMetrics = append(c.containerMetrics, []containerMetric{
			{
				name:        "container_fs_reads_bytes_total",
				help:        "Cumulative count of bytes read",
				valueType:   prometheus.CounterValue,
				extraLabels: []string{"device"},
				getValues: func(s *info.ContainerStats) metricValues {
					return ioValues(
						s.DiskIo.IoServiceBytes, "Read", asFloat64,
						nil, nil,
						s.Timestamp,
					)
				},
			}, {
				name:        "container_fs_reads_total",
				help:        "Cumulative count of reads completed",
				valueType:   prometheus.CounterValue,
				extraLabels: []string{"device"},
				getValues: func(s *info.ContainerStats) metricValues {
					return ioValues(
						s.DiskIo.IoServiced, "Read", asFloat64,
						s.Filesystem, func(fs *info.FsStats) float64 {
							return float64(fs.ReadsCompleted)
						},
						s.Timestamp,
					)
				},
			}, {
				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 ioValues(
						s.DiskIo.Sectors, "Read", asFloat64,
						s.Filesystem, func(fs *info.FsStats) float64 {
							return float64(fs.SectorsRead)
						},
						s.Timestamp,
					)
				},
			}, {
				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 ioValues(
						s.DiskIo.IoMerged, "Read", asFloat64,
						s.Filesystem, func(fs *info.FsStats) float64 {
							return float64(fs.ReadsMerged)
						},
						s.Timestamp,
					)
				},
			}, {
				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 ioValues(
						s.DiskIo.IoServiceTime, "Read", asNanosecondsToSeconds,
						s.Filesystem, func(fs *info.FsStats) float64 {
							return float64(fs.ReadTime) / float64(time.Second)
						},
						s.Timestamp,
					)
				},
			}, {
				name:        "container_fs_writes_bytes_total",
				help:        "Cumulative count of bytes written",
				valueType:   prometheus.CounterValue,
				extraLabels: []string{"device"},
				getValues: func(s *info.ContainerStats) metricValues {
					return ioValues(
						s.DiskIo.IoServiceBytes, "Write", asFloat64,
						nil, nil,
						s.Timestamp,
					)
				},
			}, {
				name:        "container_fs_writes_total",
				help:        "Cumulative count of writes completed",
				valueType:   prometheus.CounterValue,
				extraLabels: []string{"device"},
				getValues: func(s *info.ContainerStats) metricValues {
					return ioValues(
						s.DiskIo.IoServiced, "Write", asFloat64,
						s.Filesystem, func(fs *info.FsStats) float64 {
							return float64(fs.WritesCompleted)
						},
						s.Timestamp,
					)
				},
			}, {
				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 ioValues(
						s.DiskIo.Sectors, "Write", asFloat64,
						s.Filesystem, func(fs *info.FsStats) float64 {
							return float64(fs.SectorsWritten)
						},
						s.Timestamp,
					)
				},
			}, {
				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 ioValues(
						s.DiskIo.IoMerged, "Write", asFloat64,
						s.Filesystem, func(fs *info.FsStats) float64 {
							return float64(fs.WritesMerged)
						},
						s.Timestamp,
					)
				},
			}, {
				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 ioValues(
						s.DiskIo.IoServiceTime, "Write", asNanosecondsToSeconds,
						s.Filesystem, func(fs *info.FsStats) float64 {
							return float64(fs.WriteTime) / float64(time.Second)
						},
						s.Timestamp,
					)
				},
			}, {
				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 ioValues(
						s.DiskIo.IoQueued, "Total", asFloat64,
						s.Filesystem, func(fs *info.FsStats) float64 {
							return float64(fs.IoInProgress)
						},
						s.Timestamp,
					)
				},
			}, {
				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 ioValues(
						s.DiskIo.IoServiceTime, "Total", asNanosecondsToSeconds,
						s.Filesystem, func(fs *info.FsStats) float64 {
							return float64(float64(fs.IoTime) / float64(time.Second))
						},
						s.Timestamp,
					)
				},
			}, {
				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)
					}, s.Timestamp)
				},
			},
		}...)
	}
	if includedMetrics.Has(container.NetworkUsageMetrics) {
		c.containerMetrics = append(c.containerMetrics, []containerMetric{
			{
				name:        "container_network_receive_bytes_total",
				help:        "Cumulative count of bytes received",
				valueType:   prometheus.CounterValue,
				extraLabels: []string{"interface"},
				getValues: func(s *info.ContainerStats) metricValues {
					values := make(metricValues, 0, len(s.Network.Interfaces))
					for _, value := range s.Network.Interfaces {
						values = append(values, metricValue{
							value:     float64(value.RxBytes),
							labels:    []string{value.Name},
							timestamp: s.Timestamp,
						})
					}
					return values
				},
			}, {
				name:        "container_network_receive_packets_total",
				help:        "Cumulative count of packets received",
				valueType:   prometheus.CounterValue,
				extraLabels: []string{"interface"},
				getValues: func(s *info.ContainerStats) metricValues {
					values := make(metricValues, 0, len(s.Network.Interfaces))
					for _, value := range s.Network.Interfaces {
						values = append(values, metricValue{
							value:     float64(value.RxPackets),
							labels:    []string{value.Name},
							timestamp: s.Timestamp,
						})
					}
					return values
				},
			}, {
				name:        "container_network_receive_packets_dropped_total",
				help:        "Cumulative count of packets dropped while receiving",
				valueType:   prometheus.CounterValue,
				extraLabels: []string{"interface"},
				getValues: func(s *info.ContainerStats) metricValues {
					values := make(metricValues, 0, len(s.Network.Interfaces))
					for _, value := range s.Network.Interfaces {
						values = append(values, metricValue{
							value:     float64(value.RxDropped),
							labels:    []string{value.Name},
							timestamp: s.Timestamp,
						})
					}
					return values
				},
			}, {
				name:        "container_network_receive_errors_total",
				help:        "Cumulative count of errors encountered while receiving",
				valueType:   prometheus.CounterValue,
				extraLabels: []string{"interface"},
				getValues: func(s *info.ContainerStats) metricValues {
					values := make(metricValues, 0, len(s.Network.Interfaces))
					for _, value := range s.Network.Interfaces {
						values = append(values, metricValue{
							value:     float64(value.RxErrors),
							labels:    []string{value.Name},
							timestamp: s.Timestamp,
						})
					}
					return values
				},
			}, {
				name:        "container_network_transmit_bytes_total",
				help:        "Cumulative count of bytes transmitted",
				valueType:   prometheus.CounterValue,
				extraLabels: []string{"interface"},
				getValues: func(s *info.ContainerStats) metricValues {
					values := make(metricValues, 0, len(s.Network.Interfaces))
					for _, value := range s.Network.Interfaces {
						values = append(values, metricValue{
							value:     float64(value.TxBytes),
							labels:    []string{value.Name},
							timestamp: s.Timestamp,
						})
					}
					return values
				},
			}, {
				name:        "container_network_transmit_packets_total",
				help:        "Cumulative count of packets transmitted",
				valueType:   prometheus.CounterValue,
				extraLabels: []string{"interface"},
				getValues: func(s *info.ContainerStats) metricValues {
					values := make(metricValues, 0, len(s.Network.Interfaces))
					for _, value := range s.Network.Interfaces {
						values = append(values, metricValue{
							value:     float64(value.TxPackets),
							labels:    []string{value.Name},
							timestamp: s.Timestamp,
						})
					}
					return values
				},
			}, {
				name:        "container_network_transmit_packets_dropped_total",
				help:        "Cumulative count of packets dropped while transmitting",
				valueType:   prometheus.CounterValue,
				extraLabels: []string{"interface"},
				getValues: func(s *info.ContainerStats) metricValues {
					values := make(metricValues, 0, len(s.Network.Interfaces))
					for _, value := range s.Network.Interfaces {
						values = append(values, metricValue{
							value:     float64(value.TxDropped),
							labels:    []string{value.Name},
							timestamp: s.Timestamp,
						})
					}
					return values
				},
			}, {
				name:        "container_network_transmit_errors_total",
				help:        "Cumulative count of errors encountered while transmitting",
				valueType:   prometheus.CounterValue,
				extraLabels: []string{"interface"},
				getValues: func(s *info.ContainerStats) metricValues {
					values := make(metricValues, 0, len(s.Network.Interfaces))
					for _, value := range s.Network.Interfaces {
						values = append(values, metricValue{
							value:     float64(value.TxErrors),
							labels:    []string{value.Name},
							timestamp: s.Timestamp,
						})
					}
					return values
				},
			},
		}...)
	}
	if includedMetrics.Has(container.NetworkTcpUsageMetrics) {
		c.containerMetrics = append(c.containerMetrics, []containerMetric{
			{
				name:        "container_network_tcp_usage_total",
				help:        "tcp connection usage statistic for container",
				valueType:   prometheus.GaugeValue,
				extraLabels: []string{"tcp_state"},
				getValues: func(s *info.ContainerStats) metricValues {
					return metricValues{
						{
							value:     float64(s.Network.Tcp.Established),
							labels:    []string{"established"},
							timestamp: s.Timestamp,
						},
						{
							value:     float64(s.Network.Tcp.SynSent),
							labels:    []string{"synsent"},
							timestamp: s.Timestamp,
						},
						{
							value:     float64(s.Network.Tcp.SynRecv),
							labels:    []string{"synrecv"},
							timestamp: s.Timestamp,
						},
						{
							value:     float64(s.Network.Tcp.FinWait1),
							labels:    []string{"finwait1"},
							timestamp: s.Timestamp,
						},
						{
							value:     float64(s.Network.Tcp.FinWait2),
							labels:    []string{"finwait2"},
							timestamp: s.Timestamp,
						},
						{
							value:     float64(s.Network.Tcp.TimeWait),
							labels:    []string{"timewait"},
							timestamp: s.Timestamp,
						},
						{
							value:     float64(s.Network.Tcp.Close),
							labels:    []string{"close"},
							timestamp: s.Timestamp,
						},
						{
							value:     float64(s.Network.Tcp.CloseWait),
							labels:    []string{"closewait"},
							timestamp: s.Timestamp,
						},
						{
							value:     float64(s.Network.Tcp.LastAck),
							labels:    []string{"lastack"},
							timestamp: s.Timestamp,
						},
						{
							value:     float64(s.Network.Tcp.Listen),
							labels:    []string{"listen"},
							timestamp: s.Timestamp,
						},
						{
							value:     float64(s.Network.Tcp.Closing),
							labels:    []string{"closing"},
							timestamp: s.Timestamp,
						},
					}
				},
			},
		}...)
		c.containerMetrics = append(c.containerMetrics, []containerMetric{
			{
				name:        "container_network_tcp6_usage_total",
				help:        "tcp6 connection usage statistic for container",
				valueType:   prometheus.GaugeValue,
				extraLabels: []string{"tcp_state"},
				getValues: func(s *info.ContainerStats) metricValues {
					return metricValues{
						{
							value:     float64(s.Network.Tcp6.Established),
							labels:    []string{"established"},
							timestamp: s.Timestamp,
						},
						{
							value:     float64(s.Network.Tcp6.SynSent),
							labels:    []string{"synsent"},
							timestamp: s.Timestamp,
						},
						{
							value:     float64(s.Network.Tcp6.SynRecv),
							labels:    []string{"synrecv"},
							timestamp: s.Timestamp,
						},
						{
							value:     float64(s.Network.Tcp6.FinWait1),
							labels:    []string{"finwait1"},
							timestamp: s.Timestamp,
						},
						{
							value:     float64(s.Network.Tcp6.FinWait2),
							labels:    []string{"finwait2"},
							timestamp: s.Timestamp,
						},
						{
							value:     float64(s.Network.Tcp6.TimeWait),
							labels:    []string{"timewait"},
							timestamp: s.Timestamp,
						},
						{
							value:     float64(s.Network.Tcp6.Close),
							labels:    []string{"close"},
							timestamp: s.Timestamp,
						},
						{
							value:     float64(s.Network.Tcp6.CloseWait),
							labels:    []string{"closewait"},
							timestamp: s.Timestamp,
						},
						{
							value:     float64(s.Network.Tcp6.LastAck),
							labels:    []string{"lastack"},
							timestamp: s.Timestamp,
						},
						{
							value:     float64(s.Network.Tcp6.Listen),
							labels:    []string{"listen"},
							timestamp: s.Timestamp,
						},
						{
							value:     float64(s.Network.Tcp6.Closing),
							labels:    []string{"closing"},
							timestamp: s.Timestamp,
						},
					}
				},
			},
		}...)
	}
	if includedMetrics.Has(container.NetworkUdpUsageMetrics) {
		c.containerMetrics = append(c.containerMetrics, []containerMetric{
			{
				name:        "container_network_udp6_usage_total",
				help:        "udp6 connection usage statistic for container",
				valueType:   prometheus.GaugeValue,
				extraLabels: []string{"udp_state"},
				getValues: func(s *info.ContainerStats) metricValues {
					return metricValues{
						{
							value:     float64(s.Network.Udp6.Listen),
							labels:    []string{"listen"},
							timestamp: s.Timestamp,
						},
						{
							value:     float64(s.Network.Udp6.Dropped),
							labels:    []string{"dropped"},
							timestamp: s.Timestamp,
						},
						{
							value:     float64(s.Network.Udp6.RxQueued),
							labels:    []string{"rxqueued"},
							timestamp: s.Timestamp,
						},
						{
							value:     float64(s.Network.Udp6.TxQueued),
							labels:    []string{"txqueued"},
							timestamp: s.Timestamp,
						},
					}
				},
			},
		}...)
		c.containerMetrics = append(c.containerMetrics, []containerMetric{
			{
				name:        "container_network_udp_usage_total",
				help:        "udp connection usage statistic for container",
				valueType:   prometheus.GaugeValue,
				extraLabels: []string{"udp_state"},
				getValues: func(s *info.ContainerStats) metricValues {
					return metricValues{
						{
							value:     float64(s.Network.Udp.Listen),
							labels:    []string{"listen"},
							timestamp: s.Timestamp,
						},
						{
							value:     float64(s.Network.Udp.Dropped),
							labels:    []string{"dropped"},
							timestamp: s.Timestamp,
						},
						{
							value:     float64(s.Network.Udp.RxQueued),
							labels:    []string{"rxqueued"},
							timestamp: s.Timestamp,
						},
						{
							value:     float64(s.Network.Udp.TxQueued),
							labels:    []string{"txqueued"},
							timestamp: s.Timestamp,
						},
					}
				},
			},
		}...)
	}
	if includedMetrics.Has(container.ProcessMetrics) {
		c.containerMetrics = append(c.containerMetrics, []containerMetric{
			{
				name:      "container_processes",
				help:      "Number of processes running inside the container.",
				valueType: prometheus.GaugeValue,
				getValues: func(s *info.ContainerStats) metricValues {
					return metricValues{{value: float64(s.Processes.ProcessCount), timestamp: s.Timestamp}}
				},
			},
			{
				name:      "container_file_descriptors",
				help:      "Number of open file descriptors for the container.",
				valueType: prometheus.GaugeValue,
				getValues: func(s *info.ContainerStats) metricValues {
					return metricValues{{value: float64(s.Processes.FdCount), timestamp: s.Timestamp}}
				},
			},
		}...)
	}

	return c
}

var (
	versionInfoDesc       = prometheus.NewDesc("cadvisor_version_info", "A metric with a constant '1' value labeled by kernel version, OS version, docker version, cadvisor version & cadvisor revision.", []string{"kernelVersion", "osVersion", "dockerVersion", "cadvisorVersion", "cadvisorRevision"}, nil)
	machineInfoCoresDesc  = prometheus.NewDesc("machine_cpu_cores", "Number of CPU cores on the machine.", nil, nil)
	machineInfoMemoryDesc = prometheus.NewDesc("machine_memory_bytes", "Amount of memory installed on the machine.", nil, nil)
)

// 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([]string{})
	}
	ch <- versionInfoDesc
	ch <- machineInfoCoresDesc
	ch <- machineInfoMemoryDesc
}

// 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) {
	c.errors.Set(0)
	c.collectMachineInfo(ch)
	c.collectVersionInfo(ch)
	c.collectContainersInfo(ch)
	c.errors.Collect(ch)
}

const (
	// ContainerLabelPrefix is the prefix added to all container labels.
	ContainerLabelPrefix = "container_label_"
	// ContainerEnvPrefix is the prefix added to all env variable labels.
	ContainerEnvPrefix = "container_env_"
	// LabelID is the name of the id label.
	LabelID = "id"
	// LabelName is the name of the name label.
	LabelName = "name"
	// LabelImage is the name of the image label.
	LabelImage = "image"
)

// DefaultContainerLabels implements ContainerLabelsFunc. It exports the
// container name, first alias, image name as well as all its env and label
// values.
func DefaultContainerLabels(container *info.ContainerInfo) map[string]string {
	set := map[string]string{LabelID: container.Name}
	if len(container.Aliases) > 0 {
		set[LabelName] = container.Aliases[0]
	}
	if image := container.Spec.Image; len(image) > 0 {
		set[LabelImage] = image
	}
	for k, v := range container.Spec.Labels {
		set[ContainerLabelPrefix+k] = v
	}
	for k, v := range container.Spec.Envs {
		set[ContainerEnvPrefix+k] = v
	}
	return set
}

// BaseContainerLabels returns a ContainerLabelsFunc that exports the container
// name, first alias, image name as well as white listed label values.
func BaseContainerLabels(whiteList []string) func(container *info.ContainerInfo) map[string]string {
	whiteListMap := make(map[string]struct{}, len(whiteList))
	for _, k := range whiteList {
		whiteListMap[k] = struct{}{}
	}

	return func(container *info.ContainerInfo) map[string]string {
		set := map[string]string{LabelID: container.Name}
		if len(container.Aliases) > 0 {
			set[LabelName] = container.Aliases[0]
		}
		if image := container.Spec.Image; len(image) > 0 {
			set[LabelImage] = image
		}
		for k, v := range container.Spec.Labels {
			if _, ok := whiteListMap[k]; ok {
				set[ContainerLabelPrefix+k] = v
			}
		}
		return set
	}
}

func (c *PrometheusCollector) collectContainersInfo(ch chan<- prometheus.Metric) {
	containers, err := c.infoProvider.SubcontainersInfo("/", &info.ContainerInfoRequest{NumStats: 1})
	if err != nil {
		c.errors.Set(1)
		klog.Warningf("Couldn't get containers: %s", err)
		return
	}
	rawLabels := map[string]struct{}{}
	for _, container := range containers {
		for l := range c.containerLabelsFunc(container) {
			rawLabels[l] = struct{}{}
		}
	}

	for _, cont := range containers {
		values := make([]string, 0, len(rawLabels))
		labels := make([]string, 0, len(rawLabels))
		containerLabels := c.containerLabelsFunc(cont)
		for l := range rawLabels {
			labels = append(labels, sanitizeLabelName(l))
			values = append(values, containerLabels[l])
		}

		// Container spec
		desc := prometheus.NewDesc("container_start_time_seconds", "Start time of the container since unix epoch in seconds.", labels, nil)
		ch <- prometheus.MustNewConstMetric(desc, prometheus.GaugeValue, float64(cont.Spec.CreationTime.Unix()), values...)

		if cont.Spec.HasCpu {
			desc = prometheus.NewDesc("container_spec_cpu_period", "CPU period of the container.", labels, nil)
			ch <- prometheus.MustNewConstMetric(desc, prometheus.GaugeValue, float64(cont.Spec.Cpu.Period), values...)
			if cont.Spec.Cpu.Quota != 0 {
				desc = prometheus.NewDesc("container_spec_cpu_quota", "CPU quota of the container.", labels, nil)
				ch <- prometheus.MustNewConstMetric(desc, prometheus.GaugeValue, float64(cont.Spec.Cpu.Quota), values...)
			}
			desc := prometheus.NewDesc("container_spec_cpu_shares", "CPU share of the container.", labels, nil)
			ch <- prometheus.MustNewConstMetric(desc, prometheus.GaugeValue, float64(cont.Spec.Cpu.Limit), values...)

		}
		if cont.Spec.HasMemory {
			desc := prometheus.NewDesc("container_spec_memory_limit_bytes", "Memory limit for the container.", labels, nil)
			ch <- prometheus.MustNewConstMetric(desc, prometheus.GaugeValue, specMemoryValue(cont.Spec.Memory.Limit), values...)
			desc = prometheus.NewDesc("container_spec_memory_swap_limit_bytes", "Memory swap limit for the container.", labels, nil)
			ch <- prometheus.MustNewConstMetric(desc, prometheus.GaugeValue, specMemoryValue(cont.Spec.Memory.SwapLimit), values...)
			desc = prometheus.NewDesc("container_spec_memory_reservation_limit_bytes", "Memory reservation limit for the container.", labels, nil)
			ch <- prometheus.MustNewConstMetric(desc, prometheus.GaugeValue, specMemoryValue(cont.Spec.Memory.Reservation), values...)
		}

		// Now for the actual metrics
		if len(cont.Stats) == 0 {
			continue
		}
		stats := cont.Stats[0]
		for _, cm := range c.containerMetrics {
			if cm.condition != nil && !cm.condition(cont.Spec) {
				continue
			}
			desc := cm.desc(labels)
			for _, metricValue := range cm.getValues(stats) {
				ch <- prometheus.NewMetricWithTimestamp(
					metricValue.timestamp,
					prometheus.MustNewConstMetric(desc, cm.valueType, float64(metricValue.value), append(values, metricValue.labels...)...),
				)
			}
		}
	}
}

func (c *PrometheusCollector) collectVersionInfo(ch chan<- prometheus.Metric) {
	versionInfo, err := c.infoProvider.GetVersionInfo()
	if err != nil {
		c.errors.Set(1)
		klog.Warningf("Couldn't get version info: %s", err)
		return
	}
	ch <- prometheus.MustNewConstMetric(versionInfoDesc, prometheus.GaugeValue, 1, []string{versionInfo.KernelVersion, versionInfo.ContainerOsVersion, versionInfo.DockerVersion, versionInfo.CadvisorVersion, versionInfo.CadvisorRevision}...)
}

func (c *PrometheusCollector) collectMachineInfo(ch chan<- prometheus.Metric) {
	machineInfo, err := c.infoProvider.GetMachineInfo()
	if err != nil {
		c.errors.Set(1)
		klog.Warningf("Couldn't get machine info: %s", err)
		return
	}
	ch <- prometheus.MustNewConstMetric(machineInfoCoresDesc, prometheus.GaugeValue, float64(machineInfo.NumCores))
	ch <- prometheus.MustNewConstMetric(machineInfoMemoryDesc, prometheus.GaugeValue, float64(machineInfo.MemoryCapacity))
}

// Size after which we consider memory to be "unlimited". This is not
// MaxInt64 due to rounding by the kernel.
const maxMemorySize = uint64(1 << 62)

func specMemoryValue(v uint64) float64 {
	if v > maxMemorySize {
		return 0
	}
	return float64(v)
}

var invalidLabelCharRE = regexp.MustCompile(`[^a-zA-Z0-9_]`)

// sanitizeLabelName replaces anything that doesn't match
// client_label.LabelNameRE with an underscore.
func sanitizeLabelName(name string) string {
	return invalidLabelCharRE.ReplaceAllString(name, "_")
}