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https://github.com/ClusterCockpit/cc-metric-collector.git
synced 2026-06-10 05:47:30 +02:00
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2 Commits
nvidia_gpm
...
main
| Author | SHA1 | Date | |
|---|---|---|---|
|
bed5491068 | ||
|
a2eba41150 |
@@ -50,7 +50,6 @@ var AvailableCollectors = map[string]MetricCollector{
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"nfsiostat": new(NfsIOStatCollector),
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"slurm_cgroup": new(SlurmCgroupCollector),
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"smartmon": new(SmartMonCollector),
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"nvidia_gpm": new(NvidiaGPMCollector),
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}
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// Metric collector manager data structure
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@@ -100,17 +99,17 @@ func (cm *collectorManager) Init(ticker mct.MultiChanTicker, duration time.Durat
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// Initialize configured collectors
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for collectorName, collectorCfg := range cm.config {
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if _, found := AvailableCollectors[collectorName]; !found {
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cclog.ComponentErrorf("CollectorManager", "SKIP unknown collector %s", collectorName)
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cclog.ComponentError("CollectorManager", "SKIP unknown collector", collectorName)
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continue
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}
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collector := AvailableCollectors[collectorName]
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err := collector.Init(collectorCfg)
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if err != nil {
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cclog.ComponentErrorf("CollectorManager", "Collector %s initialization failed: %v", collectorName, err)
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cclog.ComponentError("CollectorManager", fmt.Sprintf("Collector %s initialization failed: %v", collectorName, err))
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continue
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}
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cclog.ComponentDebugf("CollectorManager", "ADD COLLECTOR %s", collector.Name())
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cclog.ComponentDebug("CollectorManager", "ADD COLLECTOR", collector.Name())
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if collector.Parallel() {
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cm.collectors = append(cm.collectors, collector)
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} else {
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@@ -156,7 +155,7 @@ func (cm *collectorManager) Start() {
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return
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default:
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// Read metrics from collector c via goroutine
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cclog.ComponentDebugf("CollectorManager: Read %s at %v", c.Name(), t)
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cclog.ComponentDebug("CollectorManager", c.Name(), t)
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cm.collector_wg.Add(1)
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go func(myc MetricCollector) {
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myc.Read(cm.duration, cm.output)
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@@ -174,7 +173,7 @@ func (cm *collectorManager) Start() {
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return
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default:
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// Read metrics from collector c
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cclog.ComponentDebugf("CollectorManager: Read %s at %v", c.Name(), t)
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cclog.ComponentDebug("CollectorManager", c.Name(), t)
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c.Read(cm.duration, cm.output)
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}
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}
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@@ -23,20 +23,29 @@ import (
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"golang.org/x/sys/unix"
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)
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const IB_BASEPATH = "/sys/class/infiniband/"
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// See: https://www.kernel.org/doc/Documentation/ABI/stable/sysfs-class-infiniband
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const (
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ibBasePath = "/sys/class/infiniband/"
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ibDataUnit = "bytes"
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ibDataRateUnit = ibDataUnit + "/sec"
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ibPkgUnit = "packets"
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ibPkgRateUnit = ibPkgUnit + "/sec"
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)
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type InfinibandCollectorMetric struct {
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name string
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path string
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unit string
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scale int64
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addToIBTotal bool
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addToIBTotalPkgs bool
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lastState int64
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name string
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path string
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unit string
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unitRates string
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scaleByFourLanes bool
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addToIBTotal bool
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addToIBTotalPkgs bool
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lastState uint64
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lastStateAvailable bool
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}
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type InfinibandCollectorInfo struct {
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LID string // IB local Identifier (LID)
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lid string // IB local Identifier (LID)
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device string // IB device
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port string // IB device port
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portCounterFiles []InfinibandCollectorMetric // mapping counter name -> InfinibandCollectorMetric
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@@ -56,7 +65,7 @@ type InfinibandCollector struct {
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lastTimestamp time.Time // Store time stamp of last tick to derive bandwidths
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}
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// Init initializes the Infiniband collector by walking through files below IB_BASEPATH
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// Init initializes the Infiniband collector by walking through files below ibBasePath
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func (m *InfinibandCollector) Init(config json.RawMessage) error {
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// Check if already initialized
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if m.init {
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@@ -87,7 +96,7 @@ func (m *InfinibandCollector) Init(config json.RawMessage) error {
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}
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// Loop for all InfiniBand directories
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globPattern := filepath.Join(IB_BASEPATH, "*", "ports", "*")
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globPattern := filepath.Join(ibBasePath, "*", "ports", "*")
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ibDirs, err := filepath.Glob(globPattern)
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if err != nil {
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return fmt.Errorf("%s Init(): unable to glob files with pattern %s: %w", m.name, globPattern, err)
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@@ -122,36 +131,42 @@ func (m *InfinibandCollector) Init(config json.RawMessage) error {
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countersDir := filepath.Join(path, "counters")
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portCounterFiles := []InfinibandCollectorMetric{
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{
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name: "ib_recv",
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path: filepath.Join(countersDir, "port_rcv_data"),
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unit: "bytes",
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scale: 4,
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addToIBTotal: true,
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lastState: -1,
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// Total number of data octets, divided by 4 (lanes), received on all VLs.
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// This is 64 bit counter
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name: "ib_recv",
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path: filepath.Join(countersDir, "port_rcv_data"),
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unit: ibDataUnit,
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unitRates: ibDataRateUnit,
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scaleByFourLanes: true,
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addToIBTotal: true,
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},
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{
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name: "ib_xmit",
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path: filepath.Join(countersDir, "port_xmit_data"),
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unit: "bytes",
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scale: 4,
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addToIBTotal: true,
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lastState: -1,
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// Total number of data octets, divided by 4 (lanes), transmitted on all VLs.
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// This is 64 bit counter
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name: "ib_xmit",
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path: filepath.Join(countersDir, "port_xmit_data"),
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unit: ibDataUnit,
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unitRates: ibDataRateUnit,
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scaleByFourLanes: true,
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addToIBTotal: true,
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},
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{
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// Total number of packets received on all VLs from this port (this may include packets containing Errors.
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// This is 64 bit counter.
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name: "ib_recv_pkts",
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path: filepath.Join(countersDir, "port_rcv_packets"),
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unit: "packets",
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scale: 1,
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unit: ibPkgUnit,
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unitRates: ibPkgRateUnit,
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addToIBTotalPkgs: true,
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lastState: -1,
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},
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{
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// Total number of packets transmitted on all VLs from this port. This may include packets with errors.
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// This is 64 bit counter.
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name: "ib_xmit_pkts",
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path: filepath.Join(countersDir, "port_xmit_packets"),
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unit: "packets",
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scale: 1,
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unit: ibPkgUnit,
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unitRates: ibPkgRateUnit,
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addToIBTotalPkgs: true,
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lastState: -1,
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},
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}
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for _, counter := range portCounterFiles {
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@@ -163,7 +178,7 @@ func (m *InfinibandCollector) Init(config json.RawMessage) error {
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m.info = append(m.info,
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InfinibandCollectorInfo{
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LID: LID,
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lid: LID,
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device: device,
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port: port,
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portCounterFiles: portCounterFiles,
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@@ -184,7 +199,7 @@ func (m *InfinibandCollector) Init(config json.RawMessage) error {
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return nil
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}
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// Read reads Infiniband counter files below IB_BASEPATH
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// Read reads Infiniband counter files below ibBasePath
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func (m *InfinibandCollector) Read(interval time.Duration, output chan lp.CCMessage) {
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// Check if already initialized
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if !m.init {
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@@ -201,9 +216,9 @@ func (m *InfinibandCollector) Read(interval time.Duration, output chan lp.CCMess
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for i := range m.info {
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info := &m.info[i]
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var ib_total, ib_total_last_state,
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ib_total_pkts, ib_total_pkts_last_state int64
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var ib_total_last_state_available, ib_total_pkts_last_state_available bool
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var ibTotal, ibTotalPkts uint64 // sum of xmit and recv counters
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var ibTotalBw, ibTotalPktsBw float64 // sum of xmit and recv rates
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var ibTotalBwAvailable, ibTotalPktsBwAvailable bool
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for i := range info.portCounterFiles {
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counterDef := &info.portCounterFiles[i]
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@@ -213,24 +228,30 @@ func (m *InfinibandCollector) Read(interval time.Duration, output chan lp.CCMess
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cclog.ComponentError(
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m.name,
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fmt.Sprintf("Read(): Failed to read from file '%s': %v", counterDef.path, err))
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// Current counter can not be saved as last state
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counterDef.lastStateAvailable = false
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continue
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}
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data := strings.TrimSpace(string(line))
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// convert counter to int64
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v, err := strconv.ParseInt(data, 10, 64)
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// convert counter to uint64
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vRawCounter, err := strconv.ParseUint(data, 10, 64)
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if err != nil {
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cclog.ComponentError(
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m.name,
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fmt.Sprintf("Read(): Failed to convert Infininiband metrice %s='%s' to int64: %v", counterDef.name, data, err))
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fmt.Sprintf("Read(): Failed to convert Infininiband metrice %s='%s' to uint64: %v", counterDef.name, data, err))
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// Current counter can not be saved as last state
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counterDef.lastStateAvailable = false
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continue
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}
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// Scale raw value
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v *= counterDef.scale
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vScaledCounter := vRawCounter
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if counterDef.scaleByFourLanes {
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vScaledCounter *= uint64(4)
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}
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// Send absolut values
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if m.config.SendAbsoluteValues {
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if y, err := lp.NewMetric(counterDef.name, info.tagSet, m.meta, v, now); err == nil {
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if y, err := lp.NewMetric(counterDef.name, info.tagSet, m.meta, vScaledCounter, now); err == nil {
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y.AddMeta("unit", counterDef.unit)
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output <- y
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}
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@@ -238,63 +259,72 @@ func (m *InfinibandCollector) Read(interval time.Duration, output chan lp.CCMess
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// Send derived values
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if m.config.SendDerivedValues {
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if counterDef.lastState >= 0 {
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rate := float64((v - counterDef.lastState)) / timeDiff
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if counterDef.lastStateAvailable {
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var rate float64
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// uint64 subtraction handles wraparound automatically
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// in case vRawCounter < counterDef.lastState we would compute:
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// math.MaxUint64 - lastState + vRawCounter + 1
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// = (2^64 - 1) - lastState + vRawCounter + 1
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// = 2^64 - lastState + vRawCounter
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// ≡ vRawCounter - lastState (mod 2^64)
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rate = float64(vRawCounter-counterDef.lastState) / timeDiff
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if counterDef.scaleByFourLanes {
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rate *= float64(4)
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}
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if y, err := lp.NewMetric(counterDef.name+"_bw", info.tagSet, m.meta, rate, now); err == nil {
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y.AddMeta("unit", counterDef.unit+"/sec")
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y.AddMeta("unit", counterDef.unitRates)
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output <- y
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}
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// Sum up total values of last state
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// Sum up rates for total rates
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if m.config.SendTotalValues {
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switch {
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case counterDef.addToIBTotal:
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ib_total_last_state += counterDef.lastState
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ib_total_last_state_available = true
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ibTotalBw += rate
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ibTotalBwAvailable = true
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case counterDef.addToIBTotalPkgs:
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ib_total_pkts_last_state += counterDef.lastState
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ib_total_pkts_last_state_available = true
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ibTotalPktsBw += rate
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ibTotalPktsBwAvailable = true
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}
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}
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}
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counterDef.lastState = v
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counterDef.lastState = vRawCounter
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counterDef.lastStateAvailable = true
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}
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// Sum up total values
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if m.config.SendTotalValues {
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switch {
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case counterDef.addToIBTotal:
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ib_total += v
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ibTotal += vScaledCounter
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case counterDef.addToIBTotalPkgs:
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ib_total_pkts += v
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ibTotalPkts += vScaledCounter
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}
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}
|
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}
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|
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// Send total values
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if m.config.SendTotalValues {
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if y, err := lp.NewMetric("ib_total", info.tagSet, m.meta, ib_total, now); err == nil {
|
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y.AddMeta("unit", "bytes")
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if y, err := lp.NewMetric("ib_total", info.tagSet, m.meta, ibTotal, now); err == nil {
|
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y.AddMeta("unit", ibDataUnit)
|
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output <- y
|
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}
|
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|
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if y, err := lp.NewMetric("ib_total_pkts", info.tagSet, m.meta, ib_total_pkts, now); err == nil {
|
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y.AddMeta("unit", "packets")
|
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if y, err := lp.NewMetric("ib_total_pkts", info.tagSet, m.meta, ibTotalPkts, now); err == nil {
|
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y.AddMeta("unit", ibPkgUnit)
|
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output <- y
|
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}
|
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|
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if m.config.SendDerivedValues && ib_total_last_state_available {
|
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rate := float64((ib_total - ib_total_last_state)) / timeDiff
|
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if y, err := lp.NewMetric("ib_total_bw", info.tagSet, m.meta, rate, now); err == nil {
|
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y.AddMeta("unit", "bytes/sec")
|
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if m.config.SendDerivedValues && ibTotalBwAvailable {
|
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if y, err := lp.NewMetric("ib_total_bw", info.tagSet, m.meta, ibTotalBw, now); err == nil {
|
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y.AddMeta("unit", ibDataRateUnit)
|
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output <- y
|
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}
|
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}
|
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|
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if m.config.SendDerivedValues && ib_total_pkts_last_state_available {
|
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rate := float64((ib_total_pkts - ib_total_pkts_last_state)) / timeDiff
|
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if y, err := lp.NewMetric("ib_total_pkts_bw", info.tagSet, m.meta, rate, now); err == nil {
|
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y.AddMeta("unit", "packets/sec")
|
||||
if m.config.SendDerivedValues && ibTotalPktsBwAvailable {
|
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if y, err := lp.NewMetric("ib_total_pkts_bw", info.tagSet, m.meta, ibTotalPktsBw, now); err == nil {
|
||||
y.AddMeta("unit", ibPkgRateUnit)
|
||||
output <- y
|
||||
}
|
||||
}
|
||||
|
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@@ -1,396 +0,0 @@
|
||||
package collectors
|
||||
|
||||
import (
|
||||
"encoding/json"
|
||||
"errors"
|
||||
"fmt"
|
||||
"slices"
|
||||
"strconv"
|
||||
"strings"
|
||||
"time"
|
||||
|
||||
cclog "github.com/ClusterCockpit/cc-lib/v2/ccLogger"
|
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lp "github.com/ClusterCockpit/cc-lib/v2/ccMessage"
|
||||
"github.com/NVIDIA/go-nvml/pkg/nvml"
|
||||
)
|
||||
|
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type NvidiaGPMMetricDef struct {
|
||||
name string
|
||||
outname string
|
||||
id nvml.GpmMetricId
|
||||
unit string
|
||||
}
|
||||
|
||||
var NvidiaGPMMetrics []NvidiaGPMMetricDef = []NvidiaGPMMetricDef{
|
||||
{
|
||||
name: "GRAPHICS_UTIL",
|
||||
outname: "nv_gpm_graphics_util",
|
||||
id: nvml.GPM_METRIC_GRAPHICS_UTIL,
|
||||
unit: "%",
|
||||
},
|
||||
{
|
||||
name: "SM_UTIL",
|
||||
outname: "nv_gpm_sm_util",
|
||||
id: nvml.GPM_METRIC_SM_UTIL,
|
||||
unit: "%",
|
||||
},
|
||||
{
|
||||
name: "SM_OCCUPANCY",
|
||||
outname: "nv_gpm_sm_occupancy",
|
||||
id: nvml.GPM_METRIC_SM_OCCUPANCY,
|
||||
unit: "%",
|
||||
},
|
||||
{
|
||||
name: "INTEGER_UTIL",
|
||||
outname: "nv_gpm_integer_util",
|
||||
id: nvml.GPM_METRIC_INTEGER_UTIL,
|
||||
unit: "%",
|
||||
},
|
||||
{
|
||||
name: "ANY_TENSOR_UTIL",
|
||||
outname: "nv_gpm_any_tensor_util",
|
||||
id: nvml.GPM_METRIC_ANY_TENSOR_UTIL,
|
||||
unit: "%",
|
||||
},
|
||||
{
|
||||
name: "DFMA_TENSOR_UTIL",
|
||||
outname: "nv_gpm_dfma_tensor_util",
|
||||
id: nvml.GPM_METRIC_DFMA_TENSOR_UTIL,
|
||||
unit: "%",
|
||||
},
|
||||
{
|
||||
name: "HMMA_TENSOR_UTIL",
|
||||
outname: "nv_gpm_hmma_tensor_util",
|
||||
id: nvml.GPM_METRIC_HMMA_TENSOR_UTIL,
|
||||
unit: "%",
|
||||
},
|
||||
{
|
||||
name: "IMMA_TENSOR_UTIL",
|
||||
outname: "nv_gpm_imma_tensor_util",
|
||||
id: nvml.GPM_METRIC_IMMA_TENSOR_UTIL,
|
||||
unit: "%",
|
||||
},
|
||||
{
|
||||
name: "DRAM_BW_UTIL",
|
||||
outname: "nv_gpm_dram_bw_util",
|
||||
id: nvml.GPM_METRIC_DRAM_BW_UTIL,
|
||||
unit: "%",
|
||||
},
|
||||
{
|
||||
name: "FP64_UTIL",
|
||||
outname: "nv_gpm_fp64_util",
|
||||
id: nvml.GPM_METRIC_FP64_UTIL,
|
||||
unit: "%",
|
||||
},
|
||||
{
|
||||
name: "FP32_UTIL",
|
||||
outname: "nv_gpm_fp32_util",
|
||||
id: nvml.GPM_METRIC_FP32_UTIL,
|
||||
unit: "%",
|
||||
},
|
||||
{
|
||||
name: "FP16_UTIL",
|
||||
outname: "nv_gpm_fp16_util",
|
||||
id: nvml.GPM_METRIC_FP16_UTIL,
|
||||
unit: "%",
|
||||
},
|
||||
}
|
||||
|
||||
type NvidiaGPMCollectorConfig struct {
|
||||
Metrics []string `json:"metrics,omitempty"`
|
||||
ExcludeDevices []string `json:"exclude_devices,omitempty"`
|
||||
AddPciInfoTag bool `json:"add_pci_info_tag,omitempty"`
|
||||
UsePciInfoAsTypeId bool `json:"use_pci_info_as_type_id,omitempty"`
|
||||
AddUuidMeta bool `json:"add_uuid_meta,omitempty"`
|
||||
AddBoardNumberMeta bool `json:"add_board_number_meta,omitempty"`
|
||||
AddSerialMeta bool `json:"add_serial_meta,omitempty"`
|
||||
ProcessMigDevices bool `json:"process_mig_devices,omitempty"`
|
||||
UseUuidForMigDevices bool `json:"use_uuid_for_mig_device,omitempty"`
|
||||
UseSliceForMigDevices bool `json:"use_slice_for_mig_device,omitempty"`
|
||||
}
|
||||
|
||||
type NvidiaGPMCollectorDevice struct {
|
||||
device nvml.Device
|
||||
tags map[string]string
|
||||
meta map[string]string
|
||||
startTime time.Time
|
||||
endTime time.Time
|
||||
measurement nvml.GpmMetricsGetType
|
||||
metricsLookup map[int]NvidiaGPMMetricDef
|
||||
}
|
||||
|
||||
type NvidiaGPMCollector struct {
|
||||
metricCollector
|
||||
|
||||
config NvidiaGPMCollectorConfig
|
||||
gpus []NvidiaGPMCollectorDevice
|
||||
num_gpus int
|
||||
}
|
||||
|
||||
func (m *NvidiaGPMCollector) Init(config json.RawMessage) error {
|
||||
var err error = nil
|
||||
m.name = "NvidiaGPMCollector"
|
||||
m.parallel = true
|
||||
if err := m.setup(); err != nil {
|
||||
return fmt.Errorf("%s Init(): setup() call failed: %w", m.name, err)
|
||||
}
|
||||
if len(config) > 0 {
|
||||
d := json.NewDecoder(strings.NewReader(string(config)))
|
||||
d.DisallowUnknownFields()
|
||||
if err = d.Decode(&m.config); err != nil {
|
||||
return fmt.Errorf("%s Init(): Error decoding JSON config: %w", m.name, err)
|
||||
}
|
||||
}
|
||||
m.meta = map[string]string{
|
||||
"source": m.name,
|
||||
"group": "NvidiaGPM",
|
||||
}
|
||||
|
||||
// Initialize NVIDIA Management Library (NVML)
|
||||
ret := nvml.Init()
|
||||
|
||||
// Error: NVML library not found
|
||||
// (nvml.ErrorString can not be used in this case)
|
||||
if ret == nvml.ERROR_LIBRARY_NOT_FOUND {
|
||||
return fmt.Errorf("%s Init(): NVML library not found", m.name)
|
||||
}
|
||||
if ret != nvml.SUCCESS {
|
||||
err = errors.New(nvml.ErrorString(ret))
|
||||
return fmt.Errorf("%s Init(): Unable to initialize NVML: %w", m.name, err)
|
||||
}
|
||||
|
||||
// Number of NVIDIA GPUs
|
||||
num_gpus, ret := nvml.DeviceGetCount()
|
||||
if ret != nvml.SUCCESS {
|
||||
err = errors.New(nvml.ErrorString(ret))
|
||||
return fmt.Errorf("%s Init(): Unable to get device count: %w", m.name, err)
|
||||
}
|
||||
|
||||
// For all GPUs
|
||||
m.gpus = make([]NvidiaGPMCollectorDevice, 0, num_gpus)
|
||||
for i := range num_gpus {
|
||||
|
||||
// Skip excluded devices by ID
|
||||
str_i := strconv.Itoa(i)
|
||||
if slices.Contains(m.config.ExcludeDevices, str_i) {
|
||||
cclog.ComponentDebugf(m.name, "Skipping excluded device %s", str_i)
|
||||
continue
|
||||
}
|
||||
|
||||
// Get device handle
|
||||
device, ret := nvml.DeviceGetHandleByIndex(i)
|
||||
if ret != nvml.SUCCESS {
|
||||
err = errors.New(nvml.ErrorString(ret))
|
||||
cclog.ComponentErrorf(m.name, "Unable to get device at index %d: %s", i, err.Error())
|
||||
continue
|
||||
}
|
||||
|
||||
supportInfo, ret := nvml.GpmQueryDeviceSupport(device)
|
||||
if ret != nvml.SUCCESS {
|
||||
err = errors.New(nvml.ErrorString(ret))
|
||||
cclog.ComponentErrorf(m.name, "Unable to query GPM support for device at index %d: %s", i, err.Error())
|
||||
continue
|
||||
} else {
|
||||
if supportInfo.IsSupportedDevice == uint32(nvml.FEATURE_DISABLED) {
|
||||
cclog.ComponentErrorf(m.name, "Device at index %d does not support GPM metrics", i)
|
||||
continue
|
||||
}
|
||||
}
|
||||
|
||||
stream, ret := nvml.GpmQueryIfStreamingEnabled(device)
|
||||
if ret != nvml.SUCCESS {
|
||||
err = errors.New(nvml.ErrorString(ret))
|
||||
cclog.ComponentErrorf(m.name, "Unable to query GPM streaming for device at index %d: %s", i, err.Error())
|
||||
continue
|
||||
} else {
|
||||
if stream == uint32(nvml.FEATURE_DISABLED) {
|
||||
ret = nvml.GpmSetStreamingEnabled(device, uint32(nvml.FEATURE_ENABLED))
|
||||
if ret != nvml.SUCCESS {
|
||||
err = errors.New(nvml.ErrorString(ret))
|
||||
cclog.ComponentErrorf(m.name, "Unable to set streaming mode for device at index %d: %s", i, err.Error())
|
||||
}
|
||||
}
|
||||
}
|
||||
|
||||
// Get device's PCI info
|
||||
pciInfo, ret := nvml.DeviceGetPciInfo(device)
|
||||
if ret != nvml.SUCCESS {
|
||||
err = errors.New(nvml.ErrorString(ret))
|
||||
cclog.ComponentErrorf(m.name, "Unable to get PCI info for device at index %d: %s", i, err.Error())
|
||||
continue
|
||||
}
|
||||
// Create PCI ID in the common format used by the NVML.
|
||||
pci_id := fmt.Sprintf(
|
||||
nvml.DEVICE_PCI_BUS_ID_FMT,
|
||||
pciInfo.Domain,
|
||||
pciInfo.Bus,
|
||||
pciInfo.Device)
|
||||
|
||||
// Skip excluded devices specified by PCI ID
|
||||
if slices.Contains(m.config.ExcludeDevices, pci_id) {
|
||||
cclog.ComponentDebugf(m.name, "Skipping excluded device %s", pci_id)
|
||||
continue
|
||||
}
|
||||
ss, nvmlErr := nvml.GpmSampleAlloc()
|
||||
if nvmlErr != nvml.SUCCESS {
|
||||
err = errors.New(nvml.ErrorString(ret))
|
||||
cclog.ComponentErrorf(m.name, "Failed to allocate GPM sample for device %d: %s", i, err.Error())
|
||||
continue
|
||||
}
|
||||
es, nvmlErr := nvml.GpmSampleAlloc()
|
||||
if nvmlErr != nvml.SUCCESS {
|
||||
err = errors.New(nvml.ErrorString(ret))
|
||||
cclog.ComponentErrorf(m.name, "Failed to allocate GPM sample for device %d: %s", i, err.Error())
|
||||
continue
|
||||
}
|
||||
|
||||
// Select which value to use as 'type-id'.
|
||||
// The PCI ID is commonly required in SLURM environments because the
|
||||
// numberic IDs used by SLURM and the ones used by NVML might differ
|
||||
// depending on the job type. The PCI ID is more reliable but is commonly
|
||||
// not recorded for a job, so it must be added manually in prologue or epilogue
|
||||
// e.g. to the comment field
|
||||
tid := str_i
|
||||
if m.config.UsePciInfoAsTypeId {
|
||||
tid = pci_id
|
||||
}
|
||||
|
||||
// Now we got all infos together, populate the device list
|
||||
g := NvidiaGPMCollectorDevice{}
|
||||
|
||||
// Add device handle
|
||||
g.device = device
|
||||
|
||||
// Add tags
|
||||
g.tags = map[string]string{
|
||||
"type": "accelerator",
|
||||
"type-id": tid,
|
||||
}
|
||||
|
||||
// Add PCI info as tag if not already used as 'type-id'
|
||||
if m.config.AddPciInfoTag && !m.config.UsePciInfoAsTypeId {
|
||||
g.tags["pci_identifier"] = pci_id
|
||||
}
|
||||
|
||||
g.meta = map[string]string{
|
||||
"source": m.name,
|
||||
"group": "Nvidia",
|
||||
}
|
||||
|
||||
if m.config.AddBoardNumberMeta {
|
||||
board, ret := nvml.DeviceGetBoardPartNumber(device)
|
||||
if ret != nvml.SUCCESS {
|
||||
err = errors.New(nvml.ErrorString(ret))
|
||||
cclog.ComponentError(m.name, "Unable to get boart part number for device at index", i, ":", err.Error())
|
||||
} else {
|
||||
g.meta["board_number"] = board
|
||||
}
|
||||
}
|
||||
if m.config.AddSerialMeta {
|
||||
serial, ret := nvml.DeviceGetSerial(device)
|
||||
if ret != nvml.SUCCESS {
|
||||
err = errors.New(nvml.ErrorString(ret))
|
||||
cclog.ComponentError(m.name, "Unable to get serial number for device at index", i, ":", err.Error())
|
||||
} else {
|
||||
g.meta["serial"] = serial
|
||||
}
|
||||
}
|
||||
if m.config.AddUuidMeta {
|
||||
uuid, ret := nvml.DeviceGetUUID(device)
|
||||
if ret != nvml.SUCCESS {
|
||||
err = errors.New(nvml.ErrorString(ret))
|
||||
cclog.ComponentError(m.name, "Unable to get UUID for device at index", i, ":", err.Error())
|
||||
} else {
|
||||
g.meta["uuid"] = uuid
|
||||
}
|
||||
}
|
||||
|
||||
g.measurement.Sample1 = ss
|
||||
g.measurement.Sample2 = es
|
||||
g.measurement.Version = nvml.GPM_METRICS_GET_VERSION
|
||||
g.metricsLookup = make(map[int]NvidiaGPMMetricDef)
|
||||
metIdx := 0
|
||||
for _, inmetric := range m.config.Metrics {
|
||||
for _, defmetric := range NvidiaGPMMetrics {
|
||||
if inmetric == defmetric.outname || inmetric == defmetric.name {
|
||||
g.measurement.Metrics[metIdx] = nvml.GpmMetric{
|
||||
MetricId: uint32(defmetric.id),
|
||||
}
|
||||
g.metricsLookup[metIdx] = defmetric
|
||||
metIdx += 1
|
||||
}
|
||||
}
|
||||
}
|
||||
g.measurement.NumMetrics = uint32(metIdx)
|
||||
m.gpus = append(m.gpus, g)
|
||||
}
|
||||
cclog.ComponentDebugf(m.name, "Found %d Nvidia GPUs with GPM support", len(m.gpus))
|
||||
m.num_gpus = len(m.gpus)
|
||||
m.init = true
|
||||
return err
|
||||
}
|
||||
|
||||
func (m *NvidiaGPMCollector) Read(interval time.Duration, output chan lp.CCMessage) {
|
||||
var err error
|
||||
if !m.init {
|
||||
return
|
||||
}
|
||||
for i, gpu := range m.gpus {
|
||||
gpu.startTime = time.Now()
|
||||
nvmlErr := gpu.measurement.Sample1.Get(gpu.device)
|
||||
if nvmlErr != nvml.SUCCESS {
|
||||
err = errors.New(nvml.ErrorString(nvmlErr))
|
||||
cclog.ComponentError(m.name, "Unable to get start GPM sample for device at index", i, ":", err.Error())
|
||||
continue
|
||||
}
|
||||
}
|
||||
time.Sleep(interval)
|
||||
|
||||
for i, gpu := range m.gpus {
|
||||
gpu.endTime = time.Now()
|
||||
nvmlErr := gpu.measurement.Sample2.Get(gpu.device)
|
||||
if nvmlErr != nvml.SUCCESS {
|
||||
err = errors.New(nvml.ErrorString(nvmlErr))
|
||||
cclog.ComponentError(m.name, "Unable to get stop GPM sample for device at index", i, ":", err.Error())
|
||||
continue
|
||||
}
|
||||
}
|
||||
|
||||
for i, gpu := range m.gpus {
|
||||
nvmlErr := nvml.GpmMetricsGet(&gpu.measurement)
|
||||
if nvmlErr != nvml.SUCCESS {
|
||||
err = errors.New(nvml.ErrorString(nvmlErr))
|
||||
cclog.ComponentError(m.name, "Unable to get evaluate GPM sample for device at index", i, ":", err.Error())
|
||||
continue
|
||||
}
|
||||
for idx, metricDef := range gpu.metricsLookup {
|
||||
y, err := lp.NewMetric(metricDef.outname, gpu.tags, gpu.meta, gpu.measurement.Metrics[idx].Value, time.Now())
|
||||
if err == nil {
|
||||
y.AddMeta("unit", metricDef.unit)
|
||||
output <- y
|
||||
}
|
||||
}
|
||||
}
|
||||
|
||||
}
|
||||
|
||||
func (m *NvidiaGPMCollector) Close() {
|
||||
if m.init {
|
||||
for i, gpu := range m.gpus {
|
||||
ret := gpu.measurement.Sample1.Free()
|
||||
if ret != nvml.SUCCESS {
|
||||
err := errors.New(nvml.ErrorString(ret))
|
||||
cclog.ComponentErrorf(m.name, "Unable to free start sample for device at index %d: %s", i, err.Error())
|
||||
}
|
||||
ret = gpu.measurement.Sample2.Free()
|
||||
if ret != nvml.SUCCESS {
|
||||
err := errors.New(nvml.ErrorString(ret))
|
||||
cclog.ComponentErrorf(m.name, "Unable to free stop sample for device at index %d: %s", i, err.Error())
|
||||
}
|
||||
}
|
||||
if ret := nvml.Shutdown(); ret != nvml.SUCCESS {
|
||||
cclog.ComponentError(m.name, "nvml.Shutdown() not successful")
|
||||
}
|
||||
m.init = false
|
||||
}
|
||||
}
|
||||
@@ -1,54 +0,0 @@
|
||||
<!--
|
||||
---
|
||||
title: "Nvidia NVML GPM metric collector"
|
||||
description: Collect metrics for Nvidia GPUs using the NVML GPM interface
|
||||
categories: [cc-metric-collector]
|
||||
tags: ['Admin']
|
||||
weight: 2
|
||||
hugo_path: docs/reference/cc-metric-collector/collectors/nvidiaGPM.md
|
||||
---
|
||||
-->
|
||||
|
||||
## `nvidiaGPM` collector
|
||||
|
||||
```json
|
||||
"nvidia_gpm": {
|
||||
"metrics": [
|
||||
"nv_fb_mem_used",
|
||||
"nv_fan"
|
||||
],
|
||||
"exclude_devices": [
|
||||
"0","1", "0000000:ff:01.0"
|
||||
],
|
||||
|
||||
"process_mig_devices": false,
|
||||
"use_pci_info_as_type_id": true,
|
||||
"add_pci_info_tag": false,
|
||||
"add_uuid_meta": false,
|
||||
"add_board_number_meta": false,
|
||||
"add_serial_meta": false,
|
||||
"use_uuid_for_mig_device": false,
|
||||
"use_slice_for_mig_device": false
|
||||
}
|
||||
```
|
||||
|
||||
The `nvidia_gpm` collector can be configured to leave out specific devices with the `exclude_devices` option. It takes IDs as supplied to the NVML with `nvmlDeviceGetHandleByIndex()` or the PCI address in NVML format (`%08X:%02X:%02X.0`). Commonly only the physical GPUs are monitored. If MIG devices should be analyzed as well, set `process_mig_devices` (adds `stype=mig,stype-id=<mig_index>`). With the options `use_uuid_for_mig_device` and `use_slice_for_mig_device`, the `<mig_index>` can be replaced with the UUID (e.g. `MIG-6a9f7cc8-6d5b-5ce0-92de-750edc4d8849`) or the MIG slice name (e.g. `1g.5gb`).
|
||||
|
||||
The metrics sent by the `nvidia_gpm` collector use `accelerator` as `type` tag. For the `type-id`, it uses the device handle index by default. With the `use_pci_info_as_type_id` option, the PCI ID is used instead. If both values should be added as tags, activate the `add_pci_info_tag` option. It uses the device handle index as `type-id` and adds the PCI ID as separate `pci_identifier` tag.
|
||||
|
||||
Optionally, it is possible to add the UUID, the board part number and the serial to the meta informations. They are not sent to the sinks (if not configured otherwise).
|
||||
|
||||
|
||||
Available Metrics:
|
||||
* `nv_gpm_graphics_util`
|
||||
* `nv_gpm_sm_util`
|
||||
* `nv_gpm_sm_occupancy`
|
||||
* `nv_gpm_integer_util`
|
||||
* `nv_gpm_any_tensor_util`
|
||||
* `nv_gpm_dfma_tensor_util`
|
||||
* `nv_gpm_hmma_tensor_util`
|
||||
* `nv_gpm_imma_tensor_util`
|
||||
* `nv_gpm_dram_bw_util`
|
||||
* `nv_gpm_fp64_util`
|
||||
* `nv_gpm_fp32_util`
|
||||
* `nv_gpm_fp16_util`
|
||||
2
go.mod
2
go.mod
@@ -9,7 +9,7 @@ require (
|
||||
github.com/PaesslerAG/gval v1.2.4
|
||||
github.com/fsnotify/fsnotify v1.10.1
|
||||
github.com/tklauser/go-sysconf v0.4.0
|
||||
golang.design/x/thread v0.0.0-20210122121316-335e9adffdf1
|
||||
golang.design/x/thread v0.3.2
|
||||
golang.org/x/sys v0.45.0
|
||||
)
|
||||
|
||||
|
||||
5
go.sum
5
go.sum
@@ -173,8 +173,8 @@ go.uber.org/goleak v1.3.0 h1:2K3zAYmnTNqV73imy9J1T3WC+gmCePx2hEGkimedGto=
|
||||
go.uber.org/goleak v1.3.0/go.mod h1:CoHD4mav9JJNrW/WLlf7HGZPjdw8EucARQHekz1X6bE=
|
||||
go.yaml.in/yaml/v2 v2.4.4 h1:tuyd0P+2Ont/d6e2rl3be67goVK4R6deVxCUX5vyPaQ=
|
||||
go.yaml.in/yaml/v2 v2.4.4/go.mod h1:gMZqIpDtDqOfM0uNfy0SkpRhvUryYH0Z6wdMYcacYXQ=
|
||||
golang.design/x/thread v0.0.0-20210122121316-335e9adffdf1 h1:P7S/GeHBAFEZIYp0ePPs2kHXoazz8q2KsyxHyQVGCJg=
|
||||
golang.design/x/thread v0.0.0-20210122121316-335e9adffdf1/go.mod h1:9CWpnTUmlQkfdpdutA1nNf4iE5lAVt3QZOu0Z6hahBE=
|
||||
golang.design/x/thread v0.3.2 h1:FmD1glspGrQCe6FuQLmSrT6wz2CSzq7vKVDluyiMnqo=
|
||||
golang.design/x/thread v0.3.2/go.mod h1:6+Hi2rMOgMHZdKDWaqNHyWtoFUx1HxZ06LfHPh5Z/hQ=
|
||||
golang.org/x/crypto v0.50.0 h1:zO47/JPrL6vsNkINmLoo/PH1gcxpls50DNogFvB5ZGI=
|
||||
golang.org/x/crypto v0.50.0/go.mod h1:3muZ7vA7PBCE6xgPX7nkzzjiUq87kRItoJQM1Yo8S+Q=
|
||||
golang.org/x/exp v0.0.0-20231005195138-3e424a577f31 h1:9k5exFQKQglLo+RoP+4zMjOFE14P6+vyR0baDAi0Rcs=
|
||||
@@ -183,7 +183,6 @@ golang.org/x/mod v0.13.0 h1:I/DsJXRlw/8l/0c24sM9yb0T4z9liZTduXvdAWYiysY=
|
||||
golang.org/x/mod v0.13.0/go.mod h1:hTbmBsO62+eylJbnUtE2MGJUyE7QWk4xUqPFrRgJ+7c=
|
||||
golang.org/x/net v0.53.0 h1:d+qAbo5L0orcWAr0a9JweQpjXF19LMXJE8Ey7hwOdUA=
|
||||
golang.org/x/net v0.53.0/go.mod h1:JvMuJH7rrdiCfbeHoo3fCQU24Lf5JJwT9W3sJFulfgs=
|
||||
golang.org/x/sys v0.0.0-20210122093101-04d7465088b8/go.mod h1:h1NjWce9XRLGQEsW7wpKNCjG9DtNlClVuFLEZdDNbEs=
|
||||
golang.org/x/sys v0.45.0 h1:dO4czNzziLiiXplLQgBCEpCvXQ3dnkn0SdaZSYdQ+FY=
|
||||
golang.org/x/sys v0.45.0/go.mod h1:4GL1E5IUh+htKOUEOaiffhrAeqysfVGipDYzABqnCmw=
|
||||
golang.org/x/time v0.15.0 h1:bbrp8t3bGUeFOx08pvsMYRTCVSMk89u4tKbNOZbp88U=
|
||||
|
||||
Reference in New Issue
Block a user