client/fingerprint: correctly fingerprint E/P cores of Apple Silicon chips (#16672)

* client/fingerprint: correctly fingerprint E/P cores of Apple Silicon chips

This PR adds detection of asymetric core types (Power & Efficiency) (P/E)
when running on M1/M2 Apple Silicon CPUs. This functionality is provided
by shoenig/go-m1cpu which makes use of the Apple IOKit framework to read
undocumented registers containing CPU performance data. Currently working
on getting that functionality merged upstream into gopsutil, but gopsutil
would still not support detecting P vs E cores like this PR does.

Also refactors the CPUFingerprinter code to handle the mixed core
types, now setting power vs efficiency cpu attributes.

For now the scheduler is still unaware of mixed core types - on Apple
platforms tasks cannot reserve cores anyway so it doesn't matter, but
at least now the total CPU shares available will be correct.

Future work should include adding support for detecting P/E cores on
the latest and upcoming Intel chips, where computation of total cpu shares
is currently incorrect. For that, we should also include updating the
scheduler to be core-type aware, so that tasks of resources.cores on Linux
platforms can be assigned the correct number of CPU shares for the core
type(s) they have been assigned.

node attributes before

cpu.arch                  = arm64
cpu.modelname             = Apple M2 Pro
cpu.numcores              = 12
cpu.reservablecores       = 0
cpu.totalcompute          = 1000

node attributes after

cpu.arch                  = arm64
cpu.frequency.efficiency  = 2424
cpu.frequency.power       = 3504
cpu.modelname             = Apple M2 Pro
cpu.numcores.efficiency   = 4
cpu.numcores.power        = 8
cpu.reservablecores       = 0
cpu.totalcompute          = 37728

* fingerprint/cpu: follow up cr items
This commit is contained in:
Seth Hoenig
2023-03-28 08:27:58 -05:00
committed by GitHub
parent 5816edcf85
commit fd900d0723
15 changed files with 310 additions and 159 deletions

View File

@@ -6,7 +6,7 @@ import (
"github.com/hashicorp/nomad/lib/cpuset"
log "github.com/hashicorp/go-hclog"
"github.com/hashicorp/go-hclog"
"github.com/hashicorp/nomad/helper/stats"
"github.com/hashicorp/nomad/nomad/structs"
)
@@ -22,85 +22,128 @@ const (
// CPUFingerprint is used to fingerprint the CPU
type CPUFingerprint struct {
StaticFingerprinter
logger log.Logger
logger hclog.Logger
// accumulates result in these resource structs
resources *structs.Resources
nodeResources *structs.NodeResources
}
// NewCPUFingerprint is used to create a CPU fingerprint
func NewCPUFingerprint(logger log.Logger) Fingerprint {
f := &CPUFingerprint{logger: logger.Named("cpu")}
return f
func NewCPUFingerprint(logger hclog.Logger) Fingerprint {
return &CPUFingerprint{
logger: logger.Named("cpu"),
resources: new(structs.Resources), // COMPAT (to be removed after 0.10)
nodeResources: new(structs.NodeResources),
}
}
func (f *CPUFingerprint) Fingerprint(req *FingerprintRequest, resp *FingerprintResponse) error {
cfg := req.Config
setResourcesCPU := func(totalCompute int, totalCores uint16, reservableCores []uint16) {
// COMPAT(0.10): Remove in 0.10
resp.Resources = &structs.Resources{
CPU: totalCompute,
}
func (f *CPUFingerprint) Fingerprint(request *FingerprintRequest, response *FingerprintResponse) error {
f.initialize()
resp.NodeResources = &structs.NodeResources{
Cpu: structs.NodeCpuResources{
CpuShares: int64(totalCompute),
TotalCpuCores: totalCores,
ReservableCpuCores: reservableCores,
},
}
}
f.setModelName(response)
if err := stats.Init(); err != nil {
f.logger.Warn("failed initializing stats collector", "error", err)
}
f.setFrequency(response)
if modelName := stats.CPUModelName(); modelName != "" {
resp.AddAttribute("cpu.modelname", modelName)
}
f.setCoreCount(response)
if mhz := stats.CPUMHzPerCore(); mhz > 0 {
resp.AddAttribute("cpu.frequency", fmt.Sprintf("%.0f", mhz))
f.logger.Debug("detected cpu frequency", "MHz", log.Fmt("%.0f", mhz))
}
f.setReservableCores(request, response)
var numCores int
if numCores = stats.CPUNumCores(); numCores > 0 {
resp.AddAttribute("cpu.numcores", strconv.Itoa(numCores))
f.logger.Debug("detected core count", "cores", numCores)
}
f.setTotalCompute(request, response)
var reservableCores []uint16
if req.Config.ReservableCores != nil {
reservableCores = req.Config.ReservableCores
f.logger.Debug("reservable cores set by config", "cpuset", reservableCores)
} else {
if cores, err := f.deriveReservableCores(req); err != nil {
f.logger.Warn("failed to detect set of reservable cores", "error", err)
} else {
if req.Node.ReservedResources != nil {
reservableCores = cpuset.New(cores...).Difference(cpuset.New(req.Node.ReservedResources.Cpu.ReservedCpuCores...)).ToSlice()
}
f.logger.Debug("detected reservable cores", "cpuset", reservableCores)
}
}
resp.AddAttribute("cpu.reservablecores", strconv.Itoa(len(reservableCores)))
f.setResponseResources(response)
tt := int(stats.TotalTicksAvailable())
if cfg.CpuCompute > 0 {
f.logger.Debug("using user specified cpu compute", "cpu_compute", cfg.CpuCompute)
tt = cfg.CpuCompute
}
// If we cannot detect the cpu total compute, fallback to a very low default
// value and log a message about configuring cpu_total_compute. This happens
// on Graviton instances where CPU information is unavailable. In that case,
// the env_aws fingerprinter updates the value with correct information.
if tt == 0 {
f.logger.Info("fallback to default cpu total compute, set client config option cpu_total_compute to override")
tt = defaultCPUTicks
}
resp.AddAttribute("cpu.totalcompute", fmt.Sprintf("%d", tt))
setResourcesCPU(tt, uint16(numCores), reservableCores)
resp.Detected = true
response.Detected = true
return nil
}
func (f *CPUFingerprint) initialize() {
if err := stats.Init(); err != nil {
f.logger.Warn("failed initializing stats collector", "error", err)
}
}
func (f *CPUFingerprint) setModelName(response *FingerprintResponse) {
if modelName := stats.CPUModelName(); modelName != "" {
response.AddAttribute("cpu.modelname", modelName)
f.logger.Debug("detected CPU model", "name", modelName)
}
}
func (*CPUFingerprint) frequency(mhz uint64) string {
return fmt.Sprintf("%.0f", float64(mhz))
}
func (f *CPUFingerprint) setFrequency(response *FingerprintResponse) {
power, efficiency := stats.CPUMHzPerCore()
switch {
case efficiency > 0:
response.AddAttribute("cpu.frequency.efficiency", f.frequency(efficiency))
response.AddAttribute("cpu.frequency.power", f.frequency(power))
f.logger.Debug("detected CPU efficiency core speed", "mhz", efficiency)
f.logger.Debug("detected CPU power core speed", "mhz", power)
case power > 0:
response.AddAttribute("cpu.frequency", f.frequency(power))
f.logger.Debug("detected CPU frequency", "mhz", power)
}
}
func (*CPUFingerprint) cores(count int) string {
return strconv.Itoa(count)
}
func (f *CPUFingerprint) setCoreCount(response *FingerprintResponse) {
power, efficiency := stats.CPUNumCores()
switch {
case efficiency > 0:
response.AddAttribute("cpu.numcores.efficiency", f.cores(efficiency))
response.AddAttribute("cpu.numcores.power", f.cores(power))
f.logger.Debug("detected CPU efficiency core count", "cores", efficiency)
f.logger.Debug("detected CPU power core count", "cores", power)
case power > 0:
response.AddAttribute("cpu.numcores", f.cores(power))
f.logger.Debug("detected CPU core count", power)
}
f.nodeResources.Cpu.TotalCpuCores = uint16(power + efficiency)
}
func (f *CPUFingerprint) setReservableCores(request *FingerprintRequest, response *FingerprintResponse) {
reservable := request.Config.ReservableCores
if len(reservable) > 0 {
f.logger.Debug("reservable cores set by config", "cpuset", reservable)
} else {
cgroupParent := request.Config.CgroupParent
if reservable = f.deriveReservableCores(cgroupParent); reservable != nil {
if request.Node.ReservedResources != nil {
forNode := request.Node.ReservedResources.Cpu.ReservedCpuCores
reservable = cpuset.New(reservable...).Difference(cpuset.New(forNode...)).ToSlice()
f.logger.Debug("client configuration reserves these cores for node", "cores", forNode)
}
f.logger.Debug("set of reservable cores available for tasks", "cores", reservable)
}
}
response.AddAttribute("cpu.reservablecores", strconv.Itoa(len(reservable)))
f.nodeResources.Cpu.ReservableCpuCores = reservable
}
func (f *CPUFingerprint) setTotalCompute(request *FingerprintRequest, response *FingerprintResponse) {
var ticks uint64
switch {
case request.Config.CpuCompute > 0:
ticks = uint64(request.Config.CpuCompute)
case stats.TotalTicksAvailable() > 0:
ticks = stats.TotalTicksAvailable()
default:
ticks = defaultCPUTicks
}
response.AddAttribute("cpu.totalcompute", fmt.Sprintf("%d", ticks))
f.resources.CPU = int(ticks)
f.nodeResources.Cpu.CpuShares = int64(ticks)
}
func (f *CPUFingerprint) setResponseResources(response *FingerprintResponse) {
response.Resources = f.resources
response.NodeResources = f.nodeResources
}

View File

@@ -0,0 +1,45 @@
//go:build darwin && arm64 && cgo
package fingerprint
import (
"testing"
"github.com/hashicorp/nomad/ci"
"github.com/hashicorp/nomad/client/config"
"github.com/hashicorp/nomad/helper/testlog"
"github.com/hashicorp/nomad/nomad/structs"
"github.com/shoenig/test/must"
)
func TestCPUFingerprint_AppleSilicon(t *testing.T) {
ci.Parallel(t)
f := NewCPUFingerprint(testlog.HCLogger(t))
node := &structs.Node{Attributes: make(map[string]string)}
request := &FingerprintRequest{Config: new(config.Config), Node: node}
var response FingerprintResponse
err := f.Fingerprint(request, &response)
must.NoError(t, err)
must.True(t, response.Detected)
attributes := response.Attributes
must.NotNil(t, attributes)
must.MapContainsKey(t, attributes, "cpu.modelname")
must.MapContainsKey(t, attributes, "cpu.numcores.power")
must.MapContainsKey(t, attributes, "cpu.numcores.efficiency")
must.MapContainsKey(t, attributes, "cpu.frequency.power")
must.MapContainsKey(t, attributes, "cpu.frequency.efficiency")
must.MapContainsKey(t, attributes, "cpu.totalcompute")
must.Positive(t, response.Resources.CPU)
must.Positive(t, response.NodeResources.Cpu.CpuShares)
must.Positive(t, response.NodeResources.Cpu.SharesPerCore())
must.SliceEmpty(t, response.NodeResources.Cpu.ReservableCpuCores)
// not included for mixed core types (that we can detect)
must.MapNotContainsKey(t, attributes, "cpu.numcores")
must.MapNotContainsKey(t, attributes, "cpu.frequency")
}

View File

@@ -1,8 +1,7 @@
//go:build !linux
// +build !linux
package fingerprint
func (f *CPUFingerprint) deriveReservableCores(req *FingerprintRequest) ([]uint16, error) {
return nil, nil
func (_ *CPUFingerprint) deriveReservableCores(string) []uint16 {
return nil
}

View File

@@ -1,3 +1,5 @@
//go:build !darwin || !arm64 || !cgo
package fingerprint
import (
@@ -8,54 +10,36 @@ import (
"github.com/hashicorp/nomad/client/config"
"github.com/hashicorp/nomad/helper/testlog"
"github.com/hashicorp/nomad/nomad/structs"
"github.com/shoenig/test/must"
)
func TestCPUFingerprint(t *testing.T) {
func TestCPUFingerprint_Classic(t *testing.T) {
ci.Parallel(t)
f := NewCPUFingerprint(testlog.HCLogger(t))
node := &structs.Node{
Attributes: make(map[string]string),
}
node := &structs.Node{Attributes: make(map[string]string)}
request := &FingerprintRequest{Config: &config.Config{}, Node: node}
var response FingerprintResponse
err := f.Fingerprint(request, &response)
if err != nil {
t.Fatalf("err: %v", err)
}
must.NoError(t, err)
if !response.Detected {
t.Fatalf("expected response to be applicable")
}
// CPU info
must.True(t, response.Detected)
attributes := response.Attributes
if attributes == nil {
t.Fatalf("expected attributes to be initialized")
}
if attributes["cpu.numcores"] == "" {
t.Fatalf("Missing Num Cores")
}
if attributes["cpu.modelname"] == "" {
t.Fatalf("Missing Model Name")
}
must.NotNil(t, attributes)
must.MapContainsKey(t, attributes, "cpu.numcores")
must.MapContainsKey(t, attributes, "cpu.modelname")
must.MapContainsKey(t, attributes, "cpu.frequency")
must.MapContainsKey(t, attributes, "cpu.totalcompute")
must.Positive(t, response.Resources.CPU)
must.Positive(t, response.NodeResources.Cpu.CpuShares)
must.Positive(t, response.NodeResources.Cpu.SharesPerCore())
must.SliceNotEmpty(t, response.NodeResources.Cpu.ReservableCpuCores)
if attributes["cpu.frequency"] == "" {
t.Fatalf("Missing CPU Frequency")
}
if attributes["cpu.totalcompute"] == "" {
t.Fatalf("Missing CPU Total Compute")
}
// COMPAT(0.10): Remove in 0.10
if response.Resources == nil || response.Resources.CPU == 0 {
t.Fatalf("Expected to find CPU Resources")
}
if response.NodeResources == nil || response.NodeResources.Cpu.CpuShares == 0 {
t.Fatalf("Expected to find CPU Resources")
}
// asymetric core detection currently only works with apple silicon
must.MapNotContainsKey(t, attributes, "cpu.numcores.power")
must.MapNotContainsKey(t, attributes, "cpu.numcores.efficiency")
}
// TestCPUFingerprint_OverrideCompute asserts that setting cpu_total_compute in

View File

@@ -4,9 +4,14 @@ import (
"github.com/hashicorp/nomad/client/lib/cgutil"
)
func (f *CPUFingerprint) deriveReservableCores(req *FingerprintRequest) ([]uint16, error) {
func (f *CPUFingerprint) deriveReservableCores(cgroupParent string) []uint16 {
// The cpuset cgroup manager is initialized (on linux), but not accessible
// from the finger-printer. So we reach in and grab the information manually.
// We may assume the hierarchy is already setup.
return cgutil.GetCPUsFromCgroup(req.Config.CgroupParent)
cpuset, err := cgutil.GetCPUsFromCgroup(cgroupParent)
if err != nil {
f.logger.Warn("failed to detect set of reservable cores", "error", err)
return nil
}
return cpuset
}

View File

@@ -48,7 +48,7 @@ func (c *CpuStats) Percent(cpuTime float64) float64 {
// TicksConsumed calculates the total ticks consumes by the process across all
// cpu cores
func (c *CpuStats) TicksConsumed(percent float64) float64 {
return (percent / 100) * shelpers.TotalTicksAvailable() / float64(c.totalCpus)
return (percent / 100) * float64(shelpers.TotalTicksAvailable()) / float64(c.totalCpus)
}
func (c *CpuStats) calculatePercent(t1, t2 float64, timeDelta int64) float64 {
@@ -83,7 +83,7 @@ func (h *HostStatsCollector) collectCPUStats() (cpus []*CPUStats, totalTicks flo
Idle: idle,
Total: total,
}
ticksConsumed += (total / 100.0) * (shelpers.TotalTicksAvailable() / float64(len(cpuStats)))
ticksConsumed += (total / 100.0) * (float64(shelpers.TotalTicksAvailable()) / float64(len(cpuStats)))
}
return cs, ticksConsumed, nil