/* Copyright 2017 The Kubernetes Authors. 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 stats import ( "fmt" "time" cadvisorapiv1 "github.com/google/cadvisor/info/v1" cadvisorapiv2 "github.com/google/cadvisor/info/v2" metav1 "k8s.io/apimachinery/pkg/apis/meta/v1" "k8s.io/klog/v2" statsapi "k8s.io/kubelet/pkg/apis/stats/v1alpha1" "k8s.io/kubernetes/pkg/kubelet/cadvisor" ) // defaultNetworkInterfaceName is used for collectng network stats. // This logic relies on knowledge of the container runtime implementation and // is not reliable. const defaultNetworkInterfaceName = "eth0" func cadvisorInfoToCPUandMemoryStats(info *cadvisorapiv2.ContainerInfo) (*statsapi.CPUStats, *statsapi.MemoryStats) { cstat, found := latestContainerStats(info) if !found { return nil, nil } var cpuStats *statsapi.CPUStats var memoryStats *statsapi.MemoryStats cpuStats = &statsapi.CPUStats{ Time: metav1.NewTime(cstat.Timestamp), UsageNanoCores: uint64Ptr(0), UsageCoreNanoSeconds: uint64Ptr(0), } if info.Spec.HasCpu { if cstat.CpuInst != nil { cpuStats.UsageNanoCores = &cstat.CpuInst.Usage.Total } if cstat.Cpu != nil { cpuStats.UsageCoreNanoSeconds = &cstat.Cpu.Usage.Total } } if info.Spec.HasMemory && cstat.Memory != nil { pageFaults := cstat.Memory.ContainerData.Pgfault majorPageFaults := cstat.Memory.ContainerData.Pgmajfault memoryStats = &statsapi.MemoryStats{ Time: metav1.NewTime(cstat.Timestamp), UsageBytes: &cstat.Memory.Usage, WorkingSetBytes: &cstat.Memory.WorkingSet, RSSBytes: &cstat.Memory.RSS, PageFaults: &pageFaults, MajorPageFaults: &majorPageFaults, } // availableBytes = memory limit (if known) - workingset if !isMemoryUnlimited(info.Spec.Memory.Limit) { availableBytes := info.Spec.Memory.Limit - cstat.Memory.WorkingSet memoryStats.AvailableBytes = &availableBytes } } else { memoryStats = &statsapi.MemoryStats{ Time: metav1.NewTime(cstat.Timestamp), WorkingSetBytes: uint64Ptr(0), } } return cpuStats, memoryStats } // cadvisorInfoToContainerStats returns the statsapi.ContainerStats converted // from the container and filesystem info. func cadvisorInfoToContainerStats(name string, info *cadvisorapiv2.ContainerInfo, rootFs, imageFs *cadvisorapiv2.FsInfo) *statsapi.ContainerStats { result := &statsapi.ContainerStats{ StartTime: metav1.NewTime(info.Spec.CreationTime), Name: name, } cstat, found := latestContainerStats(info) if !found { return result } cpu, memory := cadvisorInfoToCPUandMemoryStats(info) result.CPU = cpu result.Memory = memory if rootFs != nil { // The container logs live on the node rootfs device result.Logs = buildLogsStats(cstat, rootFs) } if imageFs != nil { // The container rootFs lives on the imageFs devices (which may not be the node root fs) result.Rootfs = buildRootfsStats(cstat, imageFs) } cfs := cstat.Filesystem if cfs != nil { if cfs.BaseUsageBytes != nil { if result.Rootfs != nil { rootfsUsage := *cfs.BaseUsageBytes result.Rootfs.UsedBytes = &rootfsUsage } if cfs.TotalUsageBytes != nil && result.Logs != nil { logsUsage := *cfs.TotalUsageBytes - *cfs.BaseUsageBytes result.Logs.UsedBytes = &logsUsage } } if cfs.InodeUsage != nil && result.Rootfs != nil { rootInodes := *cfs.InodeUsage result.Rootfs.InodesUsed = &rootInodes } } for _, acc := range cstat.Accelerators { result.Accelerators = append(result.Accelerators, statsapi.AcceleratorStats{ Make: acc.Make, Model: acc.Model, ID: acc.ID, MemoryTotal: acc.MemoryTotal, MemoryUsed: acc.MemoryUsed, DutyCycle: acc.DutyCycle, }) } result.UserDefinedMetrics = cadvisorInfoToUserDefinedMetrics(info) return result } // cadvisorInfoToContainerCPUAndMemoryStats returns the statsapi.ContainerStats converted // from the container and filesystem info. func cadvisorInfoToContainerCPUAndMemoryStats(name string, info *cadvisorapiv2.ContainerInfo) *statsapi.ContainerStats { result := &statsapi.ContainerStats{ StartTime: metav1.NewTime(info.Spec.CreationTime), Name: name, } cpu, memory := cadvisorInfoToCPUandMemoryStats(info) result.CPU = cpu result.Memory = memory return result } // cadvisorInfoToAcceleratorStats returns the statsapi.AcceleratorStats converted from // the container info from cadvisor. func cadvisorInfoToAcceleratorStats(info *cadvisorapiv2.ContainerInfo) []statsapi.AcceleratorStats { cstat, found := latestContainerStats(info) if !found || cstat.Accelerators == nil { return nil } var result []statsapi.AcceleratorStats for _, acc := range cstat.Accelerators { result = append(result, statsapi.AcceleratorStats{ Make: acc.Make, Model: acc.Model, ID: acc.ID, MemoryTotal: acc.MemoryTotal, MemoryUsed: acc.MemoryUsed, DutyCycle: acc.DutyCycle, }) } return result } func cadvisorInfoToProcessStats(info *cadvisorapiv2.ContainerInfo) *statsapi.ProcessStats { cstat, found := latestContainerStats(info) if !found || cstat.Processes == nil { return nil } num := cstat.Processes.ProcessCount return &statsapi.ProcessStats{ProcessCount: uint64Ptr(num)} } // cadvisorInfoToNetworkStats returns the statsapi.NetworkStats converted from // the container info from cadvisor. func cadvisorInfoToNetworkStats(info *cadvisorapiv2.ContainerInfo) *statsapi.NetworkStats { if !info.Spec.HasNetwork { return nil } cstat, found := latestContainerStats(info) if !found { return nil } if cstat.Network == nil { return nil } iStats := statsapi.NetworkStats{ Time: metav1.NewTime(cstat.Timestamp), } for i := range cstat.Network.Interfaces { inter := cstat.Network.Interfaces[i] iStat := statsapi.InterfaceStats{ Name: inter.Name, RxBytes: &inter.RxBytes, RxErrors: &inter.RxErrors, TxBytes: &inter.TxBytes, TxErrors: &inter.TxErrors, } if inter.Name == defaultNetworkInterfaceName { iStats.InterfaceStats = iStat } iStats.Interfaces = append(iStats.Interfaces, iStat) } return &iStats } // cadvisorInfoToUserDefinedMetrics returns the statsapi.UserDefinedMetric // converted from the container info from cadvisor. func cadvisorInfoToUserDefinedMetrics(info *cadvisorapiv2.ContainerInfo) []statsapi.UserDefinedMetric { type specVal struct { ref statsapi.UserDefinedMetricDescriptor valType cadvisorapiv1.DataType time time.Time value float64 } udmMap := map[string]*specVal{} for _, spec := range info.Spec.CustomMetrics { udmMap[spec.Name] = &specVal{ ref: statsapi.UserDefinedMetricDescriptor{ Name: spec.Name, Type: statsapi.UserDefinedMetricType(spec.Type), Units: spec.Units, }, valType: spec.Format, } } for _, stat := range info.Stats { for name, values := range stat.CustomMetrics { specVal, ok := udmMap[name] if !ok { klog.Warningf("spec for custom metric %q is missing from cAdvisor output. Spec: %+v, Metrics: %+v", name, info.Spec, stat.CustomMetrics) continue } for _, value := range values { // Pick the most recent value if value.Timestamp.Before(specVal.time) { continue } specVal.time = value.Timestamp specVal.value = value.FloatValue if specVal.valType == cadvisorapiv1.IntType { specVal.value = float64(value.IntValue) } } } } var udm []statsapi.UserDefinedMetric for _, specVal := range udmMap { udm = append(udm, statsapi.UserDefinedMetric{ UserDefinedMetricDescriptor: specVal.ref, Time: metav1.NewTime(specVal.time), Value: specVal.value, }) } return udm } // latestContainerStats returns the latest container stats from cadvisor, or nil if none exist func latestContainerStats(info *cadvisorapiv2.ContainerInfo) (*cadvisorapiv2.ContainerStats, bool) { stats := info.Stats if len(stats) < 1 { return nil, false } latest := stats[len(stats)-1] if latest == nil { return nil, false } return latest, true } func isMemoryUnlimited(v uint64) bool { // Size after which we consider memory to be "unlimited". This is not // MaxInt64 due to rounding by the kernel. // TODO: cadvisor should export this https://github.com/google/cadvisor/blob/master/metrics/prometheus.go#L596 const maxMemorySize = uint64(1 << 62) return v > maxMemorySize } // getCgroupInfo returns the information of the container with the specified // containerName from cadvisor. func getCgroupInfo(cadvisor cadvisor.Interface, containerName string, updateStats bool) (*cadvisorapiv2.ContainerInfo, error) { var maxAge *time.Duration if updateStats { age := 0 * time.Second maxAge = &age } infoMap, err := cadvisor.ContainerInfoV2(containerName, cadvisorapiv2.RequestOptions{ IdType: cadvisorapiv2.TypeName, Count: 2, // 2 samples are needed to compute "instantaneous" CPU Recursive: false, MaxAge: maxAge, }) if err != nil { return nil, fmt.Errorf("failed to get container info for %q: %v", containerName, err) } if len(infoMap) != 1 { return nil, fmt.Errorf("unexpected number of containers: %v", len(infoMap)) } info := infoMap[containerName] return &info, nil } // getCgroupStats returns the latest stats of the container having the // specified containerName from cadvisor. func getCgroupStats(cadvisor cadvisor.Interface, containerName string, updateStats bool) (*cadvisorapiv2.ContainerStats, error) { info, err := getCgroupInfo(cadvisor, containerName, updateStats) if err != nil { return nil, err } stats, found := latestContainerStats(info) if !found { return nil, fmt.Errorf("failed to get latest stats from container info for %q", containerName) } return stats, nil } func buildLogsStats(cstat *cadvisorapiv2.ContainerStats, rootFs *cadvisorapiv2.FsInfo) *statsapi.FsStats { fsStats := &statsapi.FsStats{ Time: metav1.NewTime(cstat.Timestamp), AvailableBytes: &rootFs.Available, CapacityBytes: &rootFs.Capacity, InodesFree: rootFs.InodesFree, Inodes: rootFs.Inodes, } if rootFs.Inodes != nil && rootFs.InodesFree != nil { logsInodesUsed := *rootFs.Inodes - *rootFs.InodesFree fsStats.InodesUsed = &logsInodesUsed } return fsStats } func buildRootfsStats(cstat *cadvisorapiv2.ContainerStats, imageFs *cadvisorapiv2.FsInfo) *statsapi.FsStats { return &statsapi.FsStats{ Time: metav1.NewTime(cstat.Timestamp), AvailableBytes: &imageFs.Available, CapacityBytes: &imageFs.Capacity, InodesFree: imageFs.InodesFree, Inodes: imageFs.Inodes, } } func getUint64Value(value *uint64) uint64 { if value == nil { return 0 } return *value } func uint64Ptr(i uint64) *uint64 { return &i } func calcEphemeralStorage(containers []statsapi.ContainerStats, volumes []statsapi.VolumeStats, rootFsInfo *cadvisorapiv2.FsInfo, podLogStats *statsapi.FsStats, isCRIStatsProvider bool) *statsapi.FsStats { result := &statsapi.FsStats{ Time: metav1.NewTime(rootFsInfo.Timestamp), AvailableBytes: &rootFsInfo.Available, CapacityBytes: &rootFsInfo.Capacity, InodesFree: rootFsInfo.InodesFree, Inodes: rootFsInfo.Inodes, } for _, container := range containers { addContainerUsage(result, &container, isCRIStatsProvider) } for _, volume := range volumes { result.UsedBytes = addUsage(result.UsedBytes, volume.FsStats.UsedBytes) result.InodesUsed = addUsage(result.InodesUsed, volume.InodesUsed) result.Time = maxUpdateTime(&result.Time, &volume.FsStats.Time) } if podLogStats != nil { result.UsedBytes = addUsage(result.UsedBytes, podLogStats.UsedBytes) result.InodesUsed = addUsage(result.InodesUsed, podLogStats.InodesUsed) result.Time = maxUpdateTime(&result.Time, &podLogStats.Time) } return result } func addContainerUsage(stat *statsapi.FsStats, container *statsapi.ContainerStats, isCRIStatsProvider bool) { if rootFs := container.Rootfs; rootFs != nil { stat.Time = maxUpdateTime(&stat.Time, &rootFs.Time) stat.InodesUsed = addUsage(stat.InodesUsed, rootFs.InodesUsed) stat.UsedBytes = addUsage(stat.UsedBytes, rootFs.UsedBytes) if logs := container.Logs; logs != nil { stat.UsedBytes = addUsage(stat.UsedBytes, logs.UsedBytes) // We have accurate container log inode usage for CRI stats provider. if isCRIStatsProvider { stat.InodesUsed = addUsage(stat.InodesUsed, logs.InodesUsed) } stat.Time = maxUpdateTime(&stat.Time, &logs.Time) } } } func maxUpdateTime(first, second *metav1.Time) metav1.Time { if first.Before(second) { return *second } return *first } func addUsage(first, second *uint64) *uint64 { if first == nil { return second } else if second == nil { return first } total := *first + *second return &total }