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Fix for Likwid collector (#95)

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* Run LIKWID in separate thread and check metric type

* Change LIKWID collector documentation to use 'type' instead of 'scope'

* Re-initialize LIKWID after one read is missing due to lock toggle
This commit is contained in:
Thomas Gruber 2022-12-14 16:53:08 +01:00 committed by GitHub
parent a1f4dd6a6c
commit efd4f5feb4
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2 changed files with 167 additions and 98 deletions
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247
collectors/likwidMetric.go
View File

@ -28,6 +28,7 @@ import (
lp "github.com/ClusterCockpit/cc-metric-collector/pkg/ccMetric"
topo "github.com/ClusterCockpit/cc-metric-collector/pkg/ccTopology"
"github.com/NVIDIA/go-nvml/pkg/dl"
"golang.design/x/thread"
)
const (
@ -71,18 +72,20 @@ type LikwidCollectorConfig struct {
type LikwidCollector struct {
metricCollector
cpulist []C.int
cpu2tid map[int]int
sock2tid map[int]int
metrics map[C.int]map[string]int
groups []C.int
config LikwidCollectorConfig
gmresults map[int]map[string]float64
basefreq float64
running bool
initialized bool
likwidGroups map[C.int]LikwidEventsetConfig
lock sync.Mutex
cpulist []C.int
cpu2tid map[int]int
sock2tid map[int]int
metrics map[C.int]map[string]int
groups []C.int
config LikwidCollectorConfig
gmresults map[int]map[string]float64
basefreq float64
running bool
initialized bool
needs_reinit bool
likwidGroups map[C.int]LikwidEventsetConfig
lock sync.Mutex
measureThread thread.Thread
}
type LikwidMetric struct {
@ -92,6 +95,18 @@ type LikwidMetric struct {
group_idx int
}
func checkMetricType(t string) bool {
valid := map[string]bool{
"node": true,
"socket": true,
"hwthread": true,
"core": true,
"memoryDomain": true,
}
_, ok := valid[t]
return ok
}
func eventsToEventStr(events map[string]string) string {
elist := make([]string, 0)
for k, v := range events {
@ -179,6 +194,7 @@ func (m *LikwidCollector) Init(config json.RawMessage) error {
m.name = "LikwidCollector"
m.parallel = false
m.initialized = false
m.needs_reinit = true
m.running = false
m.config.AccessMode = LIKWID_DEF_ACCESSMODE
m.config.LibraryPath = LIKWID_LIB_NAME
@ -239,7 +255,7 @@ func (m *LikwidCollector) Init(config json.RawMessage) error {
}
for _, metric := range evset.Metrics {
// Try to evaluate the metric
if testLikwidMetricFormula(metric.Calc, params) {
if testLikwidMetricFormula(metric.Calc, params) && checkMetricType(metric.Type) {
// Add the computable metric to the parameter list for the global metrics
globalParams = append(globalParams, metric.Name)
totalMetrics++
@ -257,6 +273,9 @@ func (m *LikwidCollector) Init(config json.RawMessage) error {
if !testLikwidMetricFormula(metric.Calc, globalParams) {
cclog.ComponentError(m.name, "Calculation for metric", metric.Name, "failed")
metric.Calc = ""
} else if !checkMetricType(metric.Type) {
cclog.ComponentError(m.name, "Metric", metric.Name, "has invalid type")
metric.Calc = ""
} else {
totalMetrics++
}
@ -268,6 +287,7 @@ func (m *LikwidCollector) Init(config json.RawMessage) error {
cclog.ComponentError(m.name, err.Error())
return err
}
m.measureThread = thread.New()
m.init = true
return nil
}
@ -281,6 +301,7 @@ func (m *LikwidCollector) takeMeasurement(evset LikwidEventsetConfig, interval t
if ret != 0 {
var err error = nil
var skip bool = false
cclog.ComponentDebug(m.name, "Setup returns", ret)
if ret == -37 {
skip = true
} else {
@ -289,6 +310,7 @@ func (m *LikwidCollector) takeMeasurement(evset LikwidEventsetConfig, interval t
m.lock.Unlock()
return skip, err
}
m.running = true
ret = C.perfmon_startCounters()
if ret != 0 {
var err error = nil
@ -301,7 +323,7 @@ func (m *LikwidCollector) takeMeasurement(evset LikwidEventsetConfig, interval t
m.lock.Unlock()
return skip, err
}
m.running = true
ret = C.perfmon_readCounters()
time.Sleep(interval)
m.running = false
ret = C.perfmon_stopCounters()
@ -316,6 +338,24 @@ func (m *LikwidCollector) takeMeasurement(evset LikwidEventsetConfig, interval t
m.lock.Unlock()
return skip, err
}
m.running = false
runtime := float64(C.perfmon_getLastTimeOfGroup(evset.gid))
// Go over events and get the results
for eidx, counter := range evset.eorder {
gctr := C.GoString(counter)
for _, tid := range m.cpu2tid {
res := C.perfmon_getLastResult(evset.gid, C.int(eidx), C.int(tid))
fres := float64(res)
if m.config.InvalidToZero && (math.IsNaN(fres) || math.IsInf(fres, 0)) {
cclog.ComponentDebug(m.name, "Sanitize", gctr, "to zero")
fres = 0.0
}
evset.results[tid][gctr] = fres
}
}
for _, tid := range m.cpu2tid {
evset.results[tid]["time"] = runtime
}
}
m.lock.Unlock()
return false, nil
@ -325,19 +365,8 @@ func (m *LikwidCollector) takeMeasurement(evset LikwidEventsetConfig, interval t
func (m *LikwidCollector) calcEventsetMetrics(evset LikwidEventsetConfig, interval time.Duration, output chan lp.CCMetric) error {
invClock := float64(1.0 / m.basefreq)
// Go over events and get the results
for eidx, counter := range evset.eorder {
gctr := C.GoString(counter)
for _, tid := range m.cpu2tid {
res := C.perfmon_getLastResult(evset.gid, C.int(eidx), C.int(tid))
fres := float64(res)
if m.config.InvalidToZero && (math.IsNaN(fres) || math.IsInf(fres, 0)) {
fres = 0.0
}
evset.results[tid][gctr] = fres
evset.results[tid]["time"] = interval.Seconds()
evset.results[tid]["inverseClock"] = invClock
}
for _, tid := range m.cpu2tid {
evset.results[tid]["inverseClock"] = invClock
}
// Go over the event set metrics, derive the value out of the event:counter values and send it
@ -431,6 +460,28 @@ func (m *LikwidCollector) calcGlobalMetrics(interval time.Duration, output chan
return nil
}
func (m *LikwidCollector) ReInit() error {
C.perfmon_finalize()
ret := C.perfmon_init(C.int(len(m.cpulist)), &m.cpulist[0])
if ret != 0 {
return nil
}
for i, evset := range m.config.Eventsets {
var gid C.int
if len(evset.Events) > 0 {
//skip := false
likwidGroup := genLikwidEventSet(evset)
gid = C.perfmon_addEventSet(likwidGroup.estr)
if gid >= 0 {
likwidGroup.gid = gid
likwidGroup.internal = i
m.likwidGroups[gid] = likwidGroup
}
}
}
return nil
}
func (m *LikwidCollector) LateInit() error {
var ret C.int
if m.initialized {
@ -445,6 +496,9 @@ func (m *LikwidCollector) LateInit() error {
os.Setenv("PATH", m.config.DaemonPath+":"+p)
}
C.HPMmode(1)
for _, c := range m.cpulist {
C.HPMaddThread(c)
}
}
cclog.ComponentDebug(m.name, "initialize LIKWID topology")
ret = C.topology_init()
@ -468,48 +522,53 @@ func (m *LikwidCollector) LateInit() error {
m.basefreq = getBaseFreq()
cclog.ComponentDebug(m.name, "BaseFreq", m.basefreq)
cclog.ComponentDebug(m.name, "initialize LIKWID perfmon module")
ret = C.perfmon_init(C.int(len(m.cpulist)), &m.cpulist[0])
if ret != 0 {
var err error = nil
C.topology_finalize()
if ret != -22 {
err = errors.New("failed to initialize LIKWID perfmon")
cclog.ComponentError(m.name, err.Error())
} else {
err = errors.New("access to LIKWID perfmon locked")
}
return err
if m.needs_reinit {
m.ReInit()
m.needs_reinit = false
}
// While adding the events, we test the metrics whether they can be computed at all
for i, evset := range m.config.Eventsets {
var gid C.int
if len(evset.Events) > 0 {
skip := false
likwidGroup := genLikwidEventSet(evset)
for _, g := range m.likwidGroups {
if likwidGroup.go_estr == g.go_estr {
skip = true
break
}
}
if skip {
continue
}
// Now we add the list of events to likwid
gid = C.perfmon_addEventSet(likwidGroup.estr)
if gid >= 0 {
likwidGroup.gid = gid
likwidGroup.internal = i
m.likwidGroups[gid] = likwidGroup
}
} else {
cclog.ComponentError(m.name, "Invalid Likwid eventset config, no events given")
continue
}
// cclog.ComponentDebug(m.name, "initialize LIKWID perfmon module")
// ret = C.perfmon_init(C.int(len(m.cpulist)), &m.cpulist[0])
// if ret != 0 {
// var err error = nil
// C.topology_finalize()
// if ret != -22 {
// err = errors.New("failed to initialize LIKWID perfmon")
// cclog.ComponentError(m.name, err.Error())
// } else {
// err = errors.New("access to LIKWID perfmon locked")
// }
// return err
// }
}
// // While adding the events, we test the metrics whether they can be computed at all
// for i, evset := range m.config.Eventsets {
// var gid C.int
// if len(evset.Events) > 0 {
// //skip := false
// likwidGroup := genLikwidEventSet(evset)
// // for _, g := range m.likwidGroups {
// // if likwidGroup.go_estr == g.go_estr {
// // skip = true
// // break
// // }
// // }
// // if skip {
// // continue
// // }
// // Now we add the list of events to likwid
// gid = C.perfmon_addEventSet(likwidGroup.estr)
// if gid >= 0 {
// likwidGroup.gid = gid
// likwidGroup.internal = i
// m.likwidGroups[gid] = likwidGroup
// }
// } else {
// cclog.ComponentError(m.name, "Invalid Likwid eventset config, no events given")
// continue
// }
// }
// If no event set could be added, shut down LikwidCollector
if len(m.likwidGroups) == 0 {
@ -540,38 +599,48 @@ func (m *LikwidCollector) Read(interval time.Duration, output chan lp.CCMetric)
return
}
if !m.initialized {
m.lock.Lock()
err = m.LateInit()
if err != nil {
m.measureThread.Call(func() {
if !m.initialized {
m.lock.Lock()
err = m.LateInit()
if err != nil {
m.lock.Unlock()
cclog.ComponentError(m.name, "lateinit failed")
return
}
m.initialized = true
m.lock.Unlock()
return
skip = true
}
m.initialized = true
m.lock.Unlock()
}
if m.initialized && !skip {
for _, evset := range m.likwidGroups {
if !skip {
// measure event set 'i' for 'interval' seconds
skip, err = m.takeMeasurement(evset, interval)
if err != nil {
cclog.ComponentError(m.name, err.Error())
return
if m.initialized && !skip {
time := interval
for _, evset := range m.likwidGroups {
if !skip {
// measure event set 'i' for 'interval' seconds
skip, err = m.takeMeasurement(evset, interval)
if err != nil {
cclog.ComponentError(m.name, err.Error())
return
}
}
if !skip {
// read measurements and derive event set metrics
m.calcEventsetMetrics(evset, time, output)
}
}
if !skip {
// read measurements and derive event set metrics
m.calcEventsetMetrics(evset, interval, output)
// use the event set metrics to derive the global metrics
m.calcGlobalMetrics(time, output)
}
if skip {
m.needs_reinit = true
m.initialized = false
}
}
if !skip {
// use the event set metrics to derive the global metrics
m.calcGlobalMetrics(interval, output)
}
}
})
}
func (m *LikwidCollector) Close() {

18
collectors/likwidMetric.md
View File

@ -41,7 +41,7 @@ The `likwid` collector is probably the most complicated collector. The LIKWID li
The `likwid` configuration consists of two parts, the `eventsets` and `globalmetrics`:
- An event set list itself has two parts, the `events` and a set of derivable `metrics`. Each of the `events` is a `counter:event` pair in LIKWID's syntax. The `metrics` are a list of formulas to derive the metric value from the measurements of the `events`' values. Each metric has a name, the formula, a type and a publish flag. There is an optional `unit` field. Counter names can be used like variables in the formulas, so `PMC0+PMC1` sums the measurements for the both events configured in the counters `PMC0` and `PMC1`. You can optionally use `time` for the measurement time and `inverseClock` for `1.0/baseCpuFrequency`. The type tells the LikwidCollector whether it is a metric for each hardware thread (`cpu`) or each CPU socket (`socket`). You may specify a unit for the metric with `unit`. The last one is the publishing flag. It tells the LikwidCollector whether a metric should be sent to the router or is only used internally to compute a global metric.
- The `globalmetrics` are metrics which require data from multiple event set measurements to be derived. The inputs are the metrics in the event sets. Similar to the metrics in the event sets, the global metrics are defined by a name, a formula, a scope and a publish flag. See event set metrics for details. The only difference is that there is no access to the raw event measurements anymore but only to the metrics. Also `time` and `inverseClock` cannot be used anymore. So, the idea is to derive a metric in the `eventsets` section and reuse it in the `globalmetrics` part. If you need a metric only for deriving the global metrics, disable forwarding of the event set metrics (`"publish": false`). **Be aware** that the combination might be misleading because the "behavior" of a metric changes over time and the multiple measurements might count different computing phases. Similar to the metrics in the eventset, you can specify a metric unit with the `unit` field.
- The `globalmetrics` are metrics which require data from multiple event set measurements to be derived. The inputs are the metrics in the event sets. Similar to the metrics in the event sets, the global metrics are defined by a name, a formula, a type and a publish flag. See event set metrics for details. The only difference is that there is no access to the raw event measurements anymore but only to the metrics. Also `time` and `inverseClock` cannot be used anymore. So, the idea is to derive a metric in the `eventsets` section and reuse it in the `globalmetrics` part. If you need a metric only for deriving the global metrics, disable forwarding of the event set metrics (`"publish": false`). **Be aware** that the combination might be misleading because the "behavior" of a metric changes over time and the multiple measurements might count different computing phases. Similar to the metrics in the eventset, you can specify a metric unit with the `unit` field.
Additional options:
- `force_overwrite`: Same as setting `LIKWID_FORCE=1`. In case counters are already in-use, LIKWID overwrites their configuration to do its measurements
@ -50,20 +50,20 @@ Additional options:
- `accessdaemon_path`: Folder of the accessDaemon `likwid-accessD` (like `/usr/local/sbin`)
- `liblikwid_path`: Location of `liblikwid.so` including file name like `/usr/local/lib/liblikwid.so`
### Available metric scopes
### Available metric types
Hardware performance counters are scattered all over the system nowadays. A counter coveres a specific part of the system. While there are hardware thread specific counter for CPU cycles, instructions and so on, some others are specific for a whole CPU socket/package. To address that, the LikwidCollector provides the specification of a `type` for each metric.
- `hwthread` : One metric per CPU hardware thread with the tags `"type" : "hwthread"` and `"type-id" : "$hwthread_id"`
- `socket` : One metric per CPU socket/package with the tags `"type" : "socket"` and `"type-id" : "$socket_id"`
**Note:** You cannot specify `socket` scope for a metric that is measured at `hwthread` scope, so some kind of expert knowledge or lookup work in the [Likwid Wiki](https://github.com/RRZE-HPC/likwid/wiki) is required. Get the scope of each counter from the *Architecture* pages and as soon as one counter in a metric is socket-specific, the whole metric is socket-specific.
**Note:** You cannot specify `socket` type for a metric that is measured at `hwthread` type, so some kind of expert knowledge or lookup work in the [Likwid Wiki](https://github.com/RRZE-HPC/likwid/wiki) is required. Get the type of each counter from the *Architecture* pages and as soon as one counter in a metric is socket-specific, the whole metric is socket-specific.
As a guideline:
- All counters `FIXCx`, `PMCy` and `TMAz` have the scope `hwthread`
- All counters names containing `BOX` have the scope `socket`
- All `PWRx` counters have scope `socket`, except `"PWR1" : "RAPL_CORE_ENERGY"` has `hwthread` scope
- All `DFCx` counters have scope `socket`
- All counters `FIXCx`, `PMCy` and `TMAz` have the type `hwthread`
- All counters names containing `BOX` have the type `socket`
- All `PWRx` counters have type `socket`, except `"PWR1" : "RAPL_CORE_ENERGY"` has `hwthread` type
- All `DFCx` counters have type `socket`
### Help with the configuration
@ -93,7 +93,7 @@ $ scripts/likwid_perfgroup_to_cc_config.py ICX MEM_DP
"name": "Runtime (RDTSC) [s]",
"publish": true,
"unit": "seconds"
"scope": "hwthread"
"type": "hwthread"
},
{
"..." : "..."
@ -245,7 +245,7 @@ METRICS -> "metrics": [
IPC PMC0/PMC1 -> {
-> "name" : "IPC",
-> "calc" : "PMC0/PMC1",
-> "scope": "hwthread",
-> "type": "hwthread",
-> "publish": true
-> }
-> ]