Update cclog calls in latest IB Collector

Merge branch 'main' into cclog_update
Update cclog calls
2026-06-10 13:57:30 +02:00 · 2026-06-08 14:58:29 +02:00 · 2026-06-08 14:57:31 +02:00 · 2026-06-08 14:52:24 +02:00 · 2026-06-08 14:00:09 +02:00 · 2026-06-08 13:10:27 +02:00
42 changed files with 974 additions and 456 deletions
--- a/.github/workflows/Release.yml
+++ b/.github/workflows/Release.yml
@@ -270,7 +270,7 @@ jobs:
    - name: Install development packages
      run: |
          apt update && apt --assume-yes upgrade
-          apt --assume-yes install build-essential sed git wget bash
+          apt --assume-yes install build-essential sed git wget bash libdrm-dev
    # Checkout git repository and submodules
    # fetch-depth must be 0 to use git describe
    # See: https://github.com/marketplace/actions/checkout
@@ -321,7 +321,7 @@ jobs:
    - name: Install development packages
      run: |
          apt update && apt --assume-yes upgrade
-          apt --assume-yes install build-essential sed git wget bash
+          apt --assume-yes install build-essential sed git wget bash libdrm-dev
    # Checkout git repository and submodules
    # fetch-depth must be 0 to use git describe
    # See: https://github.com/marketplace/actions/checkout
--- a/README.md
+++ b/README.md
@@ -11,13 +11,9 @@ hugo_path: docs/reference/cc-metric-collector/_index.md

 # cc-metric-collector

-A node agent for measuring, processing and forwarding node level metrics. It is part of the [ClusterCockpit ecosystem](https://clustercockpit.org/docs/overview/).
+A node agent for measuring, processing and forwarding node level metrics. It is part of the [ClusterCockpit ecosystem](https://clustercockpit.org/docs/overview/). 

-The metric collector sends (and receives) metric in the [InfluxDB line protocol](https://docs.influxdata.com/influxdb/cloud/reference/syntax/line-protocol/) as it provides flexibility while providing a separation between tags (like index columns in relational databases) and fields (like data columns).
-
-There is a single timer loop that triggers all collectors serially, collects the collectors' data and sends the metrics to the sink. This is done as all data is submitted with a single time stamp. The sinks currently use mostly blocking APIs.
-
-The receiver runs as a go routine side-by-side with the timer loop and asynchronously forwards received metrics to the sink.
+The `cc-metric-collector` sends (and maybe receives) metrics in the [InfluxDB line protocol](https://docs.influxdata.com/influxdb/cloud/reference/syntax/line-protocol/) as it provides flexibility while providing a separation between tags (like index columns in relational databases) and fields (like data columns). The `cc-metric-collector` consists of 4 components: collectors, router, sinks and receivers. The collectors read data from the current system and submit metrics to the router. The router can be configured to manipulate the metrics before forwarding them to the sinks. The receivers are also attached to the router like the collectors but they receive data from external source like other `cc-metric-collector` instances.


 [![DOI](https://zenodo.org/badge/DOI/10.5281/zenodo.7438287.svg)](https://doi.org/10.5281/zenodo.7438287)
@@ -43,7 +39,7 @@ There is a main configuration file with basic settings that point to the other c
 }
 ```

-The `interval` defines how often the metrics should be read and send to the sink. The `duration` tells collectors how long one measurement has to take. This is important for some collectors, like the `likwid` collector. For more information, see [here](./docs/configuration.md).
+The `interval` defines how often the metrics should be read and send to the sink(s). The `duration` tells the collectors how long one measurement has to take. This is important for some collectors, like the `likwid` collector. For more information, see [here](./docs/configuration.md).

 See the component READMEs for their configuration:

@@ -57,7 +53,7 @@ See the component READMEs for their configuration:
 ```
 $ git clone git@github.com:ClusterCockpit/cc-metric-collector.git
 $ make (downloads LIKWID, builds it as static library with 'direct' accessmode and copies all required files for the collector)
-$ go get (requires at least golang 1.16)
+$ go get
 $ make
 ```

@@ -67,11 +63,13 @@ For more information, see [here](./docs/building.md).

 ```
 $ ./cc-metric-collector --help
-Usage of metric-collector:
+Usage of ./cc-metric-collector:
  -config string
    	Path to configuration file (default "./config.json")
  -log string
    	Path for logfile (default "stderr")
+  -loglevel string
+    	Set log level (default "info")
  -once
    	Run all collectors only once
 ```
@@ -114,7 +112,7 @@ flowchart TD

 # Contributing

-The ClusterCockpit ecosystem is designed to be used by different HPC computing centers. Since configurations and setups differ between the centers, the centers likely have to put some work into the cc-metric-collector to gather all desired metrics.
+The ClusterCockpit ecosystem is designed to be used by different HPC computing centers. Since configurations and setups differ between the centers, the centers likely have to put some work into `cc-metric-collector` to gather all desired metrics.

 You are free to open an issue to request a collector but we would also be happy about PRs.

--- a/cc-metric-collector.go
+++ b/cc-metric-collector.go
@@ -132,11 +132,11 @@ func mainFunc() int {
 	if len(rcfg.ConfigFile.Interval) > 0 {
 		t, err := time.ParseDuration(rcfg.ConfigFile.Interval)
 		if err != nil {
-			cclog.Error("Configuration value 'interval' no valid duration")
+			cclog.Errorf("Configuration value interval=%s no valid duration", rcfg.ConfigFile.Interval)
 		}
 		rcfg.Interval = t
 		if rcfg.Interval == 0 {
-			cclog.Error("Configuration value 'interval' must be greater than zero")
+			cclog.Errorf("Configuration value interval=%s must be greater than zero", rcfg.ConfigFile.Interval)
 			return 1
 		}
 	}
@@ -145,11 +145,11 @@ func mainFunc() int {
 	if len(rcfg.ConfigFile.Duration) > 0 {
 		t, err := time.ParseDuration(rcfg.ConfigFile.Duration)
 		if err != nil {
-			cclog.Error("Configuration value 'duration' no valid duration")
+			cclog.Error("Configuration value duration=%s no valid duration", rcfg.ConfigFile.Duration)
 		}
 		rcfg.Duration = t
 		if rcfg.Duration == 0 {
-			cclog.Error("Configuration value 'duration' must be greater than zero")
+			cclog.Error("Configuration value duration=%s must be greater than zero", rcfg.ConfigFile.Duration)
 			return 1
 		}
 	}
--- a/collectors/beegfsmetaMetric.go
+++ b/collectors/beegfsmetaMetric.go
@@ -209,16 +209,16 @@ func (m *BeegfsMetaCollector) Read(interval time.Duration, output chan lp.CCMess
 				} else {
 					f1, err := strconv.ParseFloat(m.matches["other"], 32)
 					if err != nil {
-						cclog.ComponentError(
+						cclog.ComponentErrorf(
 							m.name,
-							fmt.Sprintf("Metric (other): Failed to convert str written '%s' to float: %v", m.matches["other"], err))
+							"Metric (other): Failed to convert str written '%s' to float: %v", m.matches["other"], err)
 						continue
 					}
 					f2, err := strconv.ParseFloat(split[i], 32)
 					if err != nil {
-						cclog.ComponentError(
+						cclog.ComponentErrorf(
 							m.name,
-							fmt.Sprintf("Metric (other): Failed to convert str written '%s' to float: %v", m.matches["other"], err))
+							"Metric (other): Failed to convert str written '%s' to float: %v", m.matches["other"], err)
 						continue
 					}
 					m.matches["beegfs_cstorage_other"] = fmt.Sprintf("%f", f1+f2)
@@ -227,8 +227,7 @@ func (m *BeegfsMetaCollector) Read(interval time.Duration, output chan lp.CCMess

 			for key, data := range m.matches {
 				value, _ := strconv.ParseFloat(data, 32)
-				y, err := lp.NewMessage(key, m.tags, m.meta, map[string]any{"value": value}, time.Now())
-				if err == nil {
+				if y, err := lp.NewMetric(key, m.tags, m.meta, value, time.Now()); err == nil {
 					output <- y
 				}
 			}
--- a/collectors/beegfsstorageMetric.go
+++ b/collectors/beegfsstorageMetric.go
@@ -200,16 +200,16 @@ func (m *BeegfsStorageCollector) Read(interval time.Duration, output chan lp.CCM
 				} else {
 					f1, err := strconv.ParseFloat(m.matches["other"], 32)
 					if err != nil {
-						cclog.ComponentError(
+						cclog.ComponentErrorf(
 							m.name,
-							fmt.Sprintf("Metric (other): Failed to convert str written '%s' to float: %v", m.matches["other"], err))
+							"Metric (other): Failed to convert str written '%s' to float: %v", m.matches["other"], err)
 						continue
 					}
 					f2, err := strconv.ParseFloat(split[i], 32)
 					if err != nil {
-						cclog.ComponentError(
+						cclog.ComponentErrorf(
 							m.name,
-							fmt.Sprintf("Metric (other): Failed to convert str written '%s' to float: %v", m.matches["other"], err))
+							"Metric (other): Failed to convert str written '%s' to float: %v", m.matches["other"], err)
 						continue
 					}
 					m.matches["beegfs_cstorage_other"] = fmt.Sprintf("%f", f1+f2)
@@ -218,8 +218,7 @@ func (m *BeegfsStorageCollector) Read(interval time.Duration, output chan lp.CCM

 			for key, data := range m.matches {
 				value, _ := strconv.ParseFloat(data, 32)
-				y, err := lp.NewMessage(key, m.tags, m.meta, map[string]any{"value": value}, time.Now())
-				if err == nil {
+				if y, err := lp.NewMetric(key, m.tags, m.meta, value, time.Now()); err == nil {
 					output <- y
 				}
 			}
--- a/collectors/collectorManager.go
+++ b/collectors/collectorManager.go
@@ -50,6 +50,7 @@ var AvailableCollectors = map[string]MetricCollector{
 	"nfsiostat":       new(NfsIOStatCollector),
 	"slurm_cgroup":    new(SlurmCgroupCollector),
 	"smartmon":        new(SmartMonCollector),
+	"nvidia_gpm":      new(NvidiaGPMCollector),
 }

 // Metric collector manager data structure
@@ -99,17 +100,17 @@ func (cm *collectorManager) Init(ticker mct.MultiChanTicker, duration time.Durat
 	// Initialize configured collectors
 	for collectorName, collectorCfg := range cm.config {
 		if _, found := AvailableCollectors[collectorName]; !found {
-			cclog.ComponentError("CollectorManager", "SKIP unknown collector", collectorName)
+			cclog.ComponentErrorf("CollectorManager", "SKIP unknown collector %s", collectorName)
 			continue
 		}
 		collector := AvailableCollectors[collectorName]

 		err := collector.Init(collectorCfg)
 		if err != nil {
-			cclog.ComponentError("CollectorManager", fmt.Sprintf("Collector %s initialization failed: %v", collectorName, err))
+			cclog.ComponentErrorf("CollectorManager", "Collector %s initialization failed: %v", collectorName, err)
 			continue
 		}
-		cclog.ComponentDebug("CollectorManager", "ADD COLLECTOR", collector.Name())
+		cclog.ComponentDebugf("CollectorManager", "ADD COLLECTOR %s", collector.Name())
 		if collector.Parallel() {
 			cm.collectors = append(cm.collectors, collector)
 		} else {
@@ -155,7 +156,7 @@ func (cm *collectorManager) Start() {
 						return
 					default:
 						// Read metrics from collector c via goroutine
-						cclog.ComponentDebug("CollectorManager", c.Name(), t)
+						cclog.ComponentDebugf("CollectorManager: Read %s at %v", c.Name(), t)
 						cm.collector_wg.Add(1)
 						go func(myc MetricCollector) {
 							myc.Read(cm.duration, cm.output)
@@ -173,7 +174,7 @@ func (cm *collectorManager) Start() {
 						return
 					default:
 						// Read metrics from collector c
-						cclog.ComponentDebug("CollectorManager", c.Name(), t)
+						cclog.ComponentDebugf("CollectorManager: Read %s at %v", c.Name(), t)
 						c.Read(cm.duration, cm.output)
 					}
 				}
--- a/collectors/cpufreqCpuinfoMetric.go
+++ b/collectors/cpufreqCpuinfoMetric.go
@@ -139,16 +139,16 @@ func (m *CPUFreqCpuInfoCollector) Read(interval time.Duration, output chan lp.CC
 	const cpuInfoFile = "/proc/cpuinfo"
 	file, err := os.Open(cpuInfoFile)
 	if err != nil {
-		cclog.ComponentError(
+		cclog.ComponentErrorf(
 			m.name,
-			fmt.Sprintf("Read(): Failed to open file '%s': %v", cpuInfoFile, err))
+			"Read(): Failed to open file '%s': %v", cpuInfoFile, err)
 		return
 	}
 	defer func() {
 		if err := file.Close(); err != nil {
-			cclog.ComponentError(
+			cclog.ComponentErrorf(
 				m.name,
-				fmt.Sprintf("Read(): Failed to close file '%s': %v", cpuInfoFile, err))
+				"Read(): Failed to close file '%s': %v", cpuInfoFile, err)
 		}
 	}()

@@ -166,12 +166,12 @@ func (m *CPUFreqCpuInfoCollector) Read(interval time.Duration, output chan lp.CC
 				if !t.isHT {
 					value, err := strconv.ParseFloat(strings.TrimSpace(lineSplit[1]), 64)
 					if err != nil {
-						cclog.ComponentError(
+						cclog.ComponentErrorf(
 							m.name,
-							fmt.Sprintf("Read(): Failed to convert cpu MHz '%s' to float64: %v", lineSplit[1], err))
+							"Read(): Failed to convert cpu MHz '%s' to float64: %v", lineSplit[1], err)
 						return
 					}
-					if y, err := lp.NewMessage("cpufreq", t.tagSet, m.meta, map[string]any{"value": value}, now); err == nil {
+					if y, err := lp.NewMetric("cpufreq", t.tagSet, m.meta, value, now); err == nil {
 						output <- y
 					}
 				}
--- a/collectors/cpufreqMetric.go
+++ b/collectors/cpufreqMetric.go
@@ -95,10 +95,7 @@ func (m *CPUFreqCollector) Init(config json.RawMessage) error {
 	}

 	// Initialized
-	cclog.ComponentDebug(
-		m.name,
-		"initialized",
-		len(m.topology), "non-hyper-threading CPUs")
+	cclog.ComponentDebugf(m.name, "initialized %d non-hyper-threading CPUs")
 	m.init = true
 	return nil
 }
@@ -116,20 +113,18 @@ func (m *CPUFreqCollector) Read(interval time.Duration, output chan lp.CCMessage
 		// Read current frequency
 		line, err := os.ReadFile(t.scalingCurFreqFile)
 		if err != nil {
-			cclog.ComponentError(
-				m.name,
-				fmt.Sprintf("Read(): Failed to read file '%s': %v", t.scalingCurFreqFile, err))
+			cclog.ComponentErrorf(
+				m.name, "Read(): Failed to read file '%s': %v", t.scalingCurFreqFile, err)
 			continue
 		}
 		cpuFreq, err := strconv.ParseInt(strings.TrimSpace(string(line)), 10, 64)
 		if err != nil {
 			cclog.ComponentError(
-				m.name,
-				fmt.Sprintf("Read(): Failed to convert CPU frequency '%s' to int64: %v", line, err))
+				m.name, "Read(): Failed to convert CPU frequency '%s' to int64: %v", line, err)
 			continue
 		}

-		if y, err := lp.NewMessage("cpufreq", t.tagSet, m.meta, map[string]any{"value": cpuFreq}, now); err == nil {
+		if y, err := lp.NewMetric("cpufreq", t.tagSet, m.meta, cpuFreq, now); err == nil {
 			output <- y
 		}
 	}
--- a/collectors/cpustatMetric.go
+++ b/collectors/cpustatMetric.go
@@ -27,6 +27,7 @@ const CPUSTATFILE = `/proc/stat`

 type CpustatCollectorConfig struct {
 	ExcludeMetrics []string `json:"exclude_metrics,omitempty"`
+	excludeNumCPUs bool
 }

 type CpustatCollector struct {
@@ -79,6 +80,7 @@ func (m *CpustatCollector) Init(config json.RawMessage) error {
 			m.matches[match] = index
 		}
 	}
+	m.config.excludeNumCPUs = slices.Contains(m.config.ExcludeMetrics, "num_cpus")

 	// Check input file
 	file, err := os.Open(CPUSTATFILE)
@@ -95,11 +97,13 @@ func (m *CpustatCollector) Init(config json.RawMessage) error {
 		line := scanner.Text()
 		linefields := strings.Fields(line)
 		if strings.Compare(linefields[0], "cpu") == 0 {
+			// Kernel system statistics for all CPUs
 			m.olddata["cpu"] = make(map[string]int64)
 			for k, v := range m.matches {
 				m.olddata["cpu"][k], _ = strconv.ParseInt(linefields[v], 0, 64)
 			}
 		} else if strings.HasPrefix(linefields[0], "cpu") && strings.Compare(linefields[0], "cpu") != 0 {
+			// Kernel system statistics per CPU
 			cpustr := strings.TrimLeft(linefields[0], "cpu")
 			cpu, _ := strconv.Atoi(cpustr)
 			m.cputags[linefields[0]] = map[string]string{
@@ -141,7 +145,7 @@ func (m *CpustatCollector) parseStatLine(linefields []string, tags map[string]st
 	sum := float64(0)
 	for name, value := range values {
 		sum += value
-		y, err := lp.NewMessage(name, tags, m.meta, map[string]any{"value": value * 100}, now)
+		y, err := lp.NewMetric(name, tags, m.meta, value*100, now)
 		if err == nil {
 			y.AddTag("unit", "Percent")
 			output <- y
@@ -149,7 +153,7 @@ func (m *CpustatCollector) parseStatLine(linefields []string, tags map[string]st
 	}
 	if v, ok := values["cpu_idle"]; ok {
 		sum -= v
-		y, err := lp.NewMessage("cpu_used", tags, m.meta, map[string]any{"value": sum * 100}, now)
+		y, err := lp.NewMetric("cpu_used", tags, m.meta, sum*100, now)
 		if err == nil {
 			y.AddTag("unit", "Percent")
 			output <- y
@@ -167,15 +171,15 @@ func (m *CpustatCollector) Read(interval time.Duration, output chan lp.CCMessage

 	file, err := os.Open(CPUSTATFILE)
 	if err != nil {
-		cclog.ComponentError(
+		cclog.ComponentErrorf(
 			m.name,
-			fmt.Sprintf("Read(): Failed to open file '%s': %v", CPUSTATFILE, err))
+			"Read(): Failed to open file '%s': %v", CPUSTATFILE, err)
 	}
 	defer func() {
 		if err := file.Close(); err != nil {
-			cclog.ComponentError(
+			cclog.ComponentErrorf(
 				m.name,
-				fmt.Sprintf("Read(): Failed to close file '%s': %v", string(CPUSTATFILE), err))
+				"Read(): Failed to close file '%s': %v", string(CPUSTATFILE), err)
 		}
 	}()

@@ -191,14 +195,10 @@ func (m *CpustatCollector) Read(interval time.Duration, output chan lp.CCMessage
 		}
 	}

-	num_cpus_metric, err := lp.NewMessage("num_cpus",
-		m.nodetags,
-		m.meta,
-		map[string]any{"value": num_cpus},
-		now,
-	)
-	if err == nil {
-		output <- num_cpus_metric
+	if !m.config.excludeNumCPUs {
+		if num_cpus_metric, err := lp.NewMetric("num_cpus", m.nodetags, m.meta, num_cpus, now); err == nil {
+			output <- num_cpus_metric
+		}
 	}

 	m.lastTimestamp = now
--- a/collectors/customCmdMetric.go
+++ b/collectors/customCmdMetric.go
@@ -64,9 +64,9 @@ func (m *CustomCmdCollector) Init(config json.RawMessage) error {
 		cmdFields := strings.Fields(c)
 		command := exec.Command(cmdFields[0], cmdFields[1:]...)
 		if _, err := command.Output(); err != nil {
-			cclog.ComponentWarn(
+			cclog.ComponentWarnf(
 				m.name,
-				fmt.Sprintf("%s Init(): Execution of command \"%s\" failed: %v", m.name, command.String(), err))
+				"%s Init(): Execution of command \"%s\" failed: %v", m.name, command.String(), err)
 			continue
 		}
 		m.cmdFieldsSlice = append(m.cmdFieldsSlice, cmdFields)
@@ -77,7 +77,7 @@ func (m *CustomCmdCollector) Init(config json.RawMessage) error {
 		if _, err := os.ReadFile(fileName); err != nil {
 			cclog.ComponentWarn(
 				m.name,
-				fmt.Sprintf("%s Init(): Reading of file \"%s\" failed: %v", m.name, fileName, err))
+				"%s Init(): Reading of file \"%s\" failed: %v", m.name, fileName, err)
 			continue
 		}
 		m.files = append(m.files, fileName)
@@ -100,20 +100,18 @@ func (m *CustomCmdCollector) Read(interval time.Duration, output chan lp.CCMessa
 		command := exec.Command(cmdFields[0], cmdFields[1:]...)
 		stdout, err := command.Output()
 		if err != nil {
-			cclog.ComponentError(
+			cclog.ComponentErrorf(
 				m.name,
-				fmt.Sprintf("Read(): Failed to read command output for command \"%s\": %v", command.String(), err),
-			)
+				"Read(): Failed to read command output for command \"%s\": %v", command.String(), err)
 			continue
 		}

 		// Read and decode influxDB line-protocol from command output
 		metrics, err := lp.FromBytes(stdout)
 		if err != nil {
-			cclog.ComponentError(
+			cclog.ComponentErrorf(
 				m.name,
-				fmt.Sprintf("Read(): Failed to decode influx Message: %v", err),
-			)
+				"Read(): Failed to decode influx Message: %v", err)
 			continue
 		}
 		for _, metric := range metrics {
@@ -128,20 +126,18 @@ func (m *CustomCmdCollector) Read(interval time.Duration, output chan lp.CCMessa
 	for _, filename := range m.files {
 		input, err := os.ReadFile(filename)
 		if err != nil {
-			cclog.ComponentError(
+			cclog.ComponentErrorf(
 				m.name,
-				fmt.Sprintf("Read(): Failed to read file \"%s\": %v\n", filename, err),
-			)
+				"Read(): Failed to read file \"%s\": %v\n", filename, err)
 			continue
 		}

 		// Read and decode influxDB line-protocol from file
 		metrics, err := lp.FromBytes(input)
 		if err != nil {
-			cclog.ComponentError(
+			cclog.ComponentErrorf(
 				m.name,
-				fmt.Sprintf("Read(): Failed to decode influx Message: %v", err),
-			)
+				"Read(): Failed to decode influx Message: %v", err)
 			continue
 		}
 		for _, metric := range metrics {
--- a/collectors/diskstatMetric.go
+++ b/collectors/diskstatMetric.go
@@ -77,16 +77,16 @@ func (m *DiskstatCollector) Read(interval time.Duration, output chan lp.CCMessag

 	file, err := os.Open(MOUNTFILE)
 	if err != nil {
-		cclog.ComponentError(
+		cclog.ComponentErrorf(
 			m.name,
-			fmt.Sprintf("Read(): Failed to open file '%s': %v", MOUNTFILE, err))
+			"Read(): Failed to open file '%s': %v", MOUNTFILE, err)
 		return
 	}
 	defer func() {
 		if err := file.Close(); err != nil {
 			cclog.ComponentError(
 				m.name,
-				fmt.Sprintf("Read(): Failed to close file '%s': %v", MOUNTFILE, err))
+				"Read(): Failed to close file '%s': %v", MOUNTFILE, err)
 		}
 	}()

@@ -128,30 +128,14 @@ mountLoop:
 		tags := map[string]string{"type": "node", "device": linefields[0]}
 		total := (stat.Blocks * uint64(stat.Bsize)) / uint64(1000_000_000)
 		if m.allowedMetrics["disk_total"] {
-			y, err := lp.NewMessage(
-				"disk_total",
-				tags,
-				m.meta,
-				map[string]any{
-					"value": total,
-				},
-				time.Now())
-			if err == nil {
+			if y, err := lp.NewMetric("disk_total", tags, m.meta, total, time.Now()); err == nil {
 				y.AddMeta("unit", "GBytes")
 				output <- y
 			}
 		}
 		free := (stat.Bfree * uint64(stat.Bsize)) / uint64(1000_000_000)
 		if m.allowedMetrics["disk_free"] {
-			y, err := lp.NewMessage(
-				"disk_free",
-				tags,
-				m.meta,
-				map[string]any{
-					"value": free,
-				},
-				time.Now())
-			if err == nil {
+			if y, err := lp.NewMetric("disk_free", tags, m.meta, free, time.Now()); err == nil {
 				y.AddMeta("unit", "GBytes")
 				output <- y
 			}
@@ -164,16 +148,7 @@ mountLoop:
 		}
 	}
 	if m.allowedMetrics["part_max_used"] {
-		y, err := lp.NewMessage(
-			"part_max_used",
-			map[string]string{
-				"type": "node",
-			},
-			m.meta,
-			map[string]any{
-				"value": int(part_max_used),
-			},
-			time.Now())
+		y, err := lp.NewMetric("part_max_used", map[string]string{"type": "node"}, m.meta, int(part_max_used), time.Now())
 		if err == nil {
 			y.AddMeta("unit", "percent")
 			output <- y
--- a/collectors/gpfsMetric.go
+++ b/collectors/gpfsMetric.go
@@ -371,7 +371,7 @@ func (m *GpfsCollector) Init(config json.RawMessage) error {
 	if err != nil {
 		// if using sudo, exec.lookPath will return EACCES (file mode r-x------), this can be ignored
 		if m.config.Sudo && errors.Is(err, syscall.EACCES) {
-			cclog.ComponentWarn(m.name, fmt.Sprintf("got error looking for mmpmon binary '%s': %v . This is expected when using sudo, continuing.", m.config.Mmpmon, err))
+			cclog.ComponentWarnf(m.name, "got error looking for mmpmon binary '%s': %v . This is expected when using sudo, continuing.", m.config.Mmpmon, err)
 			// the file was given in the config, use it
 			p = m.config.Mmpmon
 		} else {
@@ -517,23 +517,23 @@ func (m *GpfsCollector) Read(interval time.Duration, output chan lp.CCMessage) {
 		// return code
 		rc, err := strconv.Atoi(key_value["_rc_"])
 		if err != nil {
-			cclog.ComponentError(m.name, fmt.Sprintf("Read(): Failed to convert return code '%s' to int: %v", key_value["_rc_"], err))
+			cclog.ComponentErrorf(m.name, "Read(): Failed to convert return code '%s' to int: %v", key_value["_rc_"], err)
 			continue
 		}
 		if rc != 0 {
-			cclog.ComponentError(m.name, fmt.Sprintf("Read(): Filesystem '%s' is not ok.", filesystem))
+			cclog.ComponentErrorf(m.name, "Read(): Filesystem '%s' is not ok.", filesystem)
 			continue
 		}

 		// timestamp
 		sec, err := strconv.ParseInt(key_value["_t_"], 10, 64)
 		if err != nil {
-			cclog.ComponentError(m.name, fmt.Sprintf("Read(): Failed to convert seconds '%s' to int64: %v", key_value["_t_"], err))
+			cclog.ComponentErrorf(m.name, "Read(): Failed to convert seconds '%s' to int64: %v", key_value["_t_"], err)
 			continue
 		}
 		msec, err := strconv.ParseInt(key_value["_tu_"], 10, 64)
 		if err != nil {
-			cclog.ComponentError(m.name, fmt.Sprintf("Read(): Failed to convert micro seconds '%s' to int64: %v", key_value["_tu_"], err))
+			cclog.ComponentErrorf(m.name, "Read(): Failed to convert micro seconds '%s' to int64: %v", key_value["_tu_"], err)
 			continue
 		}
 		timestamp := time.Unix(sec, msec*1000)
@@ -551,7 +551,7 @@ func (m *GpfsCollector) Read(interval time.Duration, output chan lp.CCMessage) {
 		for _, metric := range GpfsAbsMetrics {
 			value, err := strconv.ParseInt(key_value[metric.prefix], 10, 64)
 			if err != nil {
-				cclog.ComponentError(m.name, fmt.Sprintf("Read(): Failed to convert %s '%s' to int64: %v", metric.desc, key_value[metric.prefix], err))
+				cclog.ComponentErrorf(m.name, "Read(): Failed to convert %s '%s' to int64: %v", metric.desc, key_value[metric.prefix], err)
 				continue
 			}
 			newstate[metric.prefix] = value
@@ -636,7 +636,7 @@ func (m *GpfsCollector) Read(interval time.Duration, output chan lp.CCMessage) {
 				}
 			} else {
 				// the value could not be computed correctly
-				cclog.ComponentWarn(m.name, fmt.Sprintf("Read(): Could not compute value for filesystem %s of metric %s: vold_ok = %t, vnew_ok = %t", filesystem, metric.name, vold_ok, vnew_ok))
+				cclog.ComponentWarnf(m.name, "Read(): Could not compute value for filesystem %s of metric %s: vold_ok = %t, vnew_ok = %t", filesystem, metric.name, vold_ok, vnew_ok)
 			}
 		}

--- a/collectors/gpfsMetric.md
+++ b/collectors/gpfsMetric.md
@@ -81,3 +81,16 @@ Metrics:
 * `gpfs_metaops_rate` (if `send_total_values == true` and `send_derived_values == true`)

 The collector adds a `filesystem` tag to all metrics
+
+`mmpmon` typically require root to run.
+In order to run `cc-metric-collector` without root priviliges, you can enable `use_sudo`.
+Add a file like this in `/etc/sudoers.d/` to allow `cc-metric-collector` to run the required command:
+
+```
+# Do not log the following sudo commands from monitoring, since this causes a lot of log spam.
+# However keep log_denied enabled, to detect failures
+Defaults: monitoring !log_allowed, !pam_session
+
+# Allow to use mmpmon
+monitoring ALL = (root) NOPASSWD:/absolute/path/to/mmpmon -p -s
+```
--- a/collectors/infinibandMetric.go
+++ b/collectors/infinibandMetric.go
@@ -23,21 +23,29 @@ import (
 	"golang.org/x/sys/unix"
 )

-const IB_BASEPATH = "/sys/class/infiniband/"
+// See: https://www.kernel.org/doc/Documentation/ABI/stable/sysfs-class-infiniband
+const (
+	ibBasePath     = "/sys/class/infiniband/"
+	ibDataUnit     = "bytes"
+	ibDataRateUnit = ibDataUnit + "/sec"
+	ibPkgUnit      = "packets"
+	ibPkgRateUnit  = ibPkgUnit + "/sec"
+)

 type InfinibandCollectorMetric struct {
-	name             string
-	path             string
-	unit             string
-	scale            int64
-	addToIBTotal     bool
-	addToIBTotalPkgs bool
-	currentState     int64
-	lastState        int64
+	name               string
+	path               string
+	unit               string
+	unitRates          string
+	scaleByFourLanes   bool
+	addToIBTotal       bool
+	addToIBTotalPkgs   bool
+	lastState          uint64
+	lastStateAvailable bool
 }

 type InfinibandCollectorInfo struct {
-	LID              string                      // IB local Identifier (LID)
+	lid              string                      // IB local Identifier (LID)
 	device           string                      // IB device
 	port             string                      // IB device port
 	portCounterFiles []InfinibandCollectorMetric // mapping counter name -> InfinibandCollectorMetric
@@ -57,7 +65,7 @@ type InfinibandCollector struct {
 	lastTimestamp time.Time // Store time stamp of last tick to derive bandwidths
 }

-// Init initializes the Infiniband collector by walking through files below IB_BASEPATH
+// Init initializes the Infiniband collector by walking through files below ibBasePath
 func (m *InfinibandCollector) Init(config json.RawMessage) error {
 	// Check if already initialized
 	if m.init {
@@ -88,7 +96,7 @@ func (m *InfinibandCollector) Init(config json.RawMessage) error {
 	}

 	// Loop for all InfiniBand directories
-	globPattern := filepath.Join(IB_BASEPATH, "*", "ports", "*")
+	globPattern := filepath.Join(ibBasePath, "*", "ports", "*")
 	ibDirs, err := filepath.Glob(globPattern)
 	if err != nil {
 		return fmt.Errorf("%s Init(): unable to glob files with pattern %s: %w", m.name, globPattern, err)
@@ -123,36 +131,42 @@ func (m *InfinibandCollector) Init(config json.RawMessage) error {
 		countersDir := filepath.Join(path, "counters")
 		portCounterFiles := []InfinibandCollectorMetric{
 			{
-				name:         "ib_recv",
-				path:         filepath.Join(countersDir, "port_rcv_data"),
-				unit:         "bytes",
-				scale:        4,
-				addToIBTotal: true,
-				lastState:    -1,
+				// Total number of data octets, divided by 4 (lanes), received on all VLs.
+				// This is 64 bit counter
+				name:             "ib_recv",
+				path:             filepath.Join(countersDir, "port_rcv_data"),
+				unit:             ibDataUnit,
+				unitRates:        ibDataRateUnit,
+				scaleByFourLanes: true,
+				addToIBTotal:     true,
 			},
 			{
-				name:         "ib_xmit",
-				path:         filepath.Join(countersDir, "port_xmit_data"),
-				unit:         "bytes",
-				scale:        4,
-				addToIBTotal: true,
-				lastState:    -1,
+				// Total number of data octets, divided by 4 (lanes), transmitted on all VLs.
+				// This is 64 bit counter
+				name:             "ib_xmit",
+				path:             filepath.Join(countersDir, "port_xmit_data"),
+				unit:             ibDataUnit,
+				unitRates:        ibDataRateUnit,
+				scaleByFourLanes: true,
+				addToIBTotal:     true,
 			},
 			{
+				// Total number of packets received on all VLs from this port (this may include packets containing Errors.
+				// This is 64 bit counter.
 				name:             "ib_recv_pkts",
 				path:             filepath.Join(countersDir, "port_rcv_packets"),
-				unit:             "packets",
-				scale:            1,
+				unit:             ibPkgUnit,
+				unitRates:        ibPkgRateUnit,
 				addToIBTotalPkgs: true,
-				lastState:        -1,
 			},
 			{
+				// Total number of packets transmitted on all VLs from this port. This may include packets with errors.
+				// This is 64 bit counter.
 				name:             "ib_xmit_pkts",
 				path:             filepath.Join(countersDir, "port_xmit_packets"),
-				unit:             "packets",
-				scale:            1,
+				unit:             ibPkgUnit,
+				unitRates:        ibPkgRateUnit,
 				addToIBTotalPkgs: true,
-				lastState:        -1,
 			},
 		}
 		for _, counter := range portCounterFiles {
@@ -164,7 +178,7 @@ func (m *InfinibandCollector) Init(config json.RawMessage) error {

 		m.info = append(m.info,
 			InfinibandCollectorInfo{
-				LID:              LID,
+				lid:              LID,
 				device:           device,
 				port:             port,
 				portCounterFiles: portCounterFiles,
@@ -185,7 +199,7 @@ func (m *InfinibandCollector) Init(config json.RawMessage) error {
 	return nil
 }

-// Read reads Infiniband counter files below IB_BASEPATH
+// Read reads Infiniband counter files below ibBasePath
 func (m *InfinibandCollector) Read(interval time.Duration, output chan lp.CCMessage) {
 	// Check if already initialized
 	if !m.init {
@@ -202,44 +216,42 @@ func (m *InfinibandCollector) Read(interval time.Duration, output chan lp.CCMess
 	for i := range m.info {
 		info := &m.info[i]

-		var ib_total, ib_total_pkts int64
+		var ibTotal, ibTotalPkts uint64      // sum of xmit and recv counters
+		var ibTotalBw, ibTotalPktsBw float64 // sum of xmit and recv rates
+		var ibTotalBwAvailable, ibTotalPktsBwAvailable bool
 		for i := range info.portCounterFiles {
 			counterDef := &info.portCounterFiles[i]

 			// Read counter file
 			line, err := os.ReadFile(counterDef.path)
 			if err != nil {
-				cclog.ComponentError(
+				cclog.ComponentErrorf(
 					m.name,
-					fmt.Sprintf("Read(): Failed to read from file '%s': %v", counterDef.path, err))
+					"Read(): Failed to read from file '%s': %v", counterDef.path, err)
+				// Current counter can not be saved as last state
+				counterDef.lastStateAvailable = false
 				continue
 			}
 			data := strings.TrimSpace(string(line))

-			// convert counter to int64
-			v, err := strconv.ParseInt(data, 10, 64)
+			// convert counter to uint64
+			vRawCounter, err := strconv.ParseUint(data, 10, 64)
 			if err != nil {
-				cclog.ComponentError(
+				cclog.ComponentErrorf(
 					m.name,
-					fmt.Sprintf("Read(): Failed to convert Infininiband metrice %s='%s' to int64: %v", counterDef.name, data, err))
+					"Read(): Failed to convert Infininiband metrice %s='%s' to uint64: %v", counterDef.name, data, err)
+				// Current counter can not be saved as last state
+				counterDef.lastStateAvailable = false
 				continue
 			}
-			// Scale raw value
-			v *= counterDef.scale
-
-			// Save current state
-			counterDef.currentState = v
+			vScaledCounter := vRawCounter
+			if counterDef.scaleByFourLanes {
+				vScaledCounter *= uint64(4)
+			}

 			// Send absolut values
 			if m.config.SendAbsoluteValues {
-				if y, err := lp.NewMessage(
-					counterDef.name,
-					info.tagSet,
-					m.meta,
-					map[string]any{
-						"value": counterDef.currentState,
-					},
-					now); err == nil {
+				if y, err := lp.NewMetric(counterDef.name, info.tagSet, m.meta, vScaledCounter, now); err == nil {
 					y.AddMeta("unit", counterDef.unit)
 					output <- y
 				}
@@ -247,60 +259,75 @@ func (m *InfinibandCollector) Read(interval time.Duration, output chan lp.CCMess

 			// Send derived values
 			if m.config.SendDerivedValues {
-				if counterDef.lastState >= 0 {
-					rate := float64((counterDef.currentState - counterDef.lastState)) / timeDiff
-					if y, err := lp.NewMessage(
-						counterDef.name+"_bw",
-						info.tagSet,
-						m.meta,
-						map[string]any{
-							"value": rate,
-						},
-						now); err == nil {
-						y.AddMeta("unit", counterDef.unit+"/sec")
+				if counterDef.lastStateAvailable {
+					var rate float64
+					// uint64 subtraction handles wraparound automatically
+					// in case vRawCounter < counterDef.lastState we would compute:
+					// math.MaxUint64 - lastState + vRawCounter + 1
+					// = (2^64 - 1) - lastState + vRawCounter + 1
+					// = 2^64 - lastState + vRawCounter
+					// ≡ vRawCounter - lastState (mod 2^64)
+					rate = float64(vRawCounter-counterDef.lastState) / timeDiff
+					if counterDef.scaleByFourLanes {
+						rate *= float64(4)
+					}
+					if y, err := lp.NewMetric(counterDef.name+"_bw", info.tagSet, m.meta, rate, now); err == nil {
+						y.AddMeta("unit", counterDef.unitRates)
 						output <- y
+					}

+					// Sum up rates for total rates
+					if m.config.SendTotalValues {
+						switch {
+						case counterDef.addToIBTotal:
+							ibTotalBw += rate
+							ibTotalBwAvailable = true
+						case counterDef.addToIBTotalPkgs:
+							ibTotalPktsBw += rate
+							ibTotalPktsBwAvailable = true
+						}
 					}
 				}
-				counterDef.lastState = counterDef.currentState
+				counterDef.lastState = vRawCounter
+				counterDef.lastStateAvailable = true
 			}

 			// Sum up total values
 			if m.config.SendTotalValues {
 				switch {
 				case counterDef.addToIBTotal:
-					ib_total += counterDef.currentState
+					ibTotal += vScaledCounter
 				case counterDef.addToIBTotalPkgs:
-					ib_total_pkts += counterDef.currentState
+					ibTotalPkts += vScaledCounter
 				}
 			}
 		}

 		// Send total values
 		if m.config.SendTotalValues {
-			if y, err := lp.NewMessage(
-				"ib_total",
-				info.tagSet,
-				m.meta,
-				map[string]any{
-					"value": ib_total,
-				},
-				now); err == nil {
-				y.AddMeta("unit", "bytes")
+			if y, err := lp.NewMetric("ib_total", info.tagSet, m.meta, ibTotal, now); err == nil {
+				y.AddMeta("unit", ibDataUnit)
 				output <- y
 			}

-			if y, err := lp.NewMessage(
-				"ib_total_pkts",
-				info.tagSet,
-				m.meta,
-				map[string]any{
-					"value": ib_total_pkts,
-				},
-				now); err == nil {
-				y.AddMeta("unit", "packets")
+			if y, err := lp.NewMetric("ib_total_pkts", info.tagSet, m.meta, ibTotalPkts, now); err == nil {
+				y.AddMeta("unit", ibPkgUnit)
 				output <- y
 			}
+
+			if m.config.SendDerivedValues && ibTotalBwAvailable {
+				if y, err := lp.NewMetric("ib_total_bw", info.tagSet, m.meta, ibTotalBw, now); err == nil {
+					y.AddMeta("unit", ibDataRateUnit)
+					output <- y
+				}
+			}
+
+			if m.config.SendDerivedValues && ibTotalPktsBwAvailable {
+				if y, err := lp.NewMetric("ib_total_pkts_bw", info.tagSet, m.meta, ibTotalPktsBw, now); err == nil {
+					y.AddMeta("unit", ibPkgRateUnit)
+					output <- y
+				}
+			}
 		}
 	}
 }
--- a/collectors/infinibandMetric.md
+++ b/collectors/infinibandMetric.md
@@ -41,5 +41,7 @@ Metrics:
 * `ib_xmit_bw` (if `send_derived_values == true`)
 * `ib_recv_pkts_bw` (if `send_derived_values == true`)
 * `ib_xmit_pkts_bw` (if `send_derived_values == true`)
+* `ib_total_bw` (if `send_total_values == true` and `send_derived_values == true`)
+* `ib_total_pkts_bw` (if `send_total_values == true` and `send_derived_values == true`)

 The collector adds a `device` tag to all metrics
--- a/collectors/iostatMetric.go
+++ b/collectors/iostatMetric.go
@@ -145,16 +145,16 @@ func (m *IOstatCollector) Read(interval time.Duration, output chan lp.CCMessage)

 	file, err := os.Open(IOSTATFILE)
 	if err != nil {
-		cclog.ComponentError(
+		cclog.ComponentErrorf(
 			m.name,
-			fmt.Sprintf("Read(): Failed to open file '%s': %v", IOSTATFILE, err))
+			"Read(): Failed to open file '%s': %v", IOSTATFILE, err)
 		return
 	}
 	defer func() {
 		if err := file.Close(); err != nil {
-			cclog.ComponentError(
+			cclog.ComponentErrorf(
 				m.name,
-				fmt.Sprintf("Read(): Failed to close file '%s': %v", IOSTATFILE, err))
+				"Read(): Failed to close file '%s': %v", IOSTATFILE, err)
 		}
 	}()

--- a/collectors/ipmiMetric.go
+++ b/collectors/ipmiMetric.go
@@ -28,10 +28,9 @@ type IpmiCollector struct {
 	metricCollector

 	config struct {
-		ExcludeDevices  []string `json:"exclude_devices"`
-		IpmitoolPath    string   `json:"ipmitool_path"`
-		IpmisensorsPath string   `json:"ipmisensors_path"`
-		Sudo            bool     `json:"use_sudo"`
+		IpmitoolPath    string `json:"ipmitool_path"`
+		IpmisensorsPath string `json:"ipmisensors_path"`
+		Sudo            bool   `json:"use_sudo"`
 	}

 	ipmitool    string
@@ -158,7 +157,7 @@ func (m *IpmiCollector) readIpmiTool(output chan lp.CCMessage) error {
 			unit = "Watts"
 		}

-		y, err := lp.NewMessage(name, map[string]string{"type": "node"}, m.meta, map[string]any{"value": v}, time.Now())
+		y, err := lp.NewMetric(name, map[string]string{"type": "node"}, m.meta, v, time.Now())
 		if err != nil {
 			cclog.ComponentErrorf(m.name, "Failed to create message: %v", err)
 			continue
@@ -210,7 +209,7 @@ func (m *IpmiCollector) readIpmiSensors(output chan lp.CCMessage) error {
 			continue
 		}
 		name := strings.ToLower(strings.ReplaceAll(lv[1], " ", "_"))
-		y, err := lp.NewMessage(name, map[string]string{"type": "node"}, m.meta, map[string]any{"value": v}, time.Now())
+		y, err := lp.NewMetric(name, map[string]string{"type": "node"}, m.meta, v, time.Now())
 		if err != nil {
 			cclog.ComponentErrorf(m.name, "Failed to create message: %v", err)
 			continue
--- a/collectors/ipmiMetric.md
+++ b/collectors/ipmiMetric.md
@@ -23,9 +23,9 @@ The `ipmistat` collector reads data from `ipmitool` (`ipmitool sensor`) or `ipmi

 The metrics depend on the output of the underlying tools but contain temperature, power and energy metrics.

-ipmitool and ipmi-sensors typically require root to run.
-In order to cc-metric-collector without root priviliges, you can enable `use_sudo`.
-Add a file like this in /etc/sudoers.d/ to allow cc-metric-collector to run this command:
+`ipmitool` and `ipmi-sensors` typically require root to run.
+In order to run `cc-metric-collector` without root priviliges, you can enable `use_sudo`.
+Add a file like this in `/etc/sudoers.d/` to allow `cc-metric-collector` to run the required commands:

 ```
 # Do not log the following sudo commands from monitoring, since this causes a lot of log spam.
--- a/collectors/likwidMetric.go
+++ b/collectors/likwidMetric.go
@@ -12,6 +12,12 @@ package collectors
 #cgo LDFLAGS: -Wl,--unresolved-symbols=ignore-in-object-files
 #include <stdlib.h>
 #include <likwid.h>
+
+
+int cc_add_hwthread(int cpu_id) {
+    return HPMaddThread(cpu_id);
+}
+
 */
 import "C"

@@ -261,12 +267,12 @@ func (m *LikwidCollector) Init(config json.RawMessage) error {
 			}
 			for _, metric := range evset.Metrics {
 				// Try to evaluate the metric
-				cclog.ComponentDebug(m.name, "Checking", metric.Name)
+				cclog.ComponentDebugf(m.name, "Checking %s", metric.Name)
 				if !checkMetricType(metric.Type) {
-					cclog.ComponentError(m.name, "Metric", metric.Name, "uses invalid type", metric.Type)
+					cclog.ComponentErrorf(m.name, "Metric %s uses invalid type %s", metric.Name, metric.Type)
 					metric.Calc = ""
 				} else if !testLikwidMetricFormula(metric.Calc, params) {
-					cclog.ComponentError(m.name, "Metric", metric.Name, "cannot be calculated with given counters")
+					cclog.ComponentError(m.name, "Metric %s cannot be calculated with given counters", metric.Name)
 					metric.Calc = ""
 				} else {
 					globalParams = append(globalParams, metric.Name)
@@ -281,13 +287,13 @@ func (m *LikwidCollector) Init(config json.RawMessage) error {
 	for _, metric := range m.config.Metrics {
 		// Try to evaluate the global metric
 		if !checkMetricType(metric.Type) {
-			cclog.ComponentError(m.name, "Metric", metric.Name, "uses invalid type", metric.Type)
+			cclog.ComponentErrorf(m.name, "Metric %s uses invalid type %s", metric.Name, metric.Type)
 			metric.Calc = ""
 		} else if !testLikwidMetricFormula(metric.Calc, globalParams) {
-			cclog.ComponentError(m.name, "Metric", metric.Name, "cannot be calculated with given counters")
+			cclog.ComponentError(m.name, "Metric %s cannot be calculated with given counters", metric.Name)
 			metric.Calc = ""
 		} else if !checkMetricType(metric.Type) {
-			cclog.ComponentError(m.name, "Metric", metric.Name, "has invalid type")
+			cclog.ComponentError(m.name, "Metric %s has invalid type", metric.Name)
 			metric.Calc = ""
 		} else {
 			totalMetrics++
@@ -328,7 +334,7 @@ func (m *LikwidCollector) Init(config json.RawMessage) error {
 		for _, c := range m.cpulist {
 			m.measureThread.Call(
 				func() {
-					retCode := C.HPMaddThread(C.uint32_t(c))
+					retCode := C.cc_add_hwthread(C.int(c))
 					if retCode != 0 {
 						err := fmt.Errorf("C.HPMaddThread(%v) failed with return code %v", c, retCode)
 						cclog.ComponentError(m.name, err.Error())
@@ -375,16 +381,16 @@ func (m *LikwidCollector) takeMeasurement(evidx int, evset LikwidEventsetConfig,
 	// Watch changes for the lock file ()
 	watcher, err := fsnotify.NewWatcher()
 	if err != nil {
-		cclog.ComponentError(
+		cclog.ComponentErrorf(
 			m.name,
-			fmt.Sprintf("takeMeasurement(): Failed to create a new fsnotify.Watcher: %v", err))
+			"takeMeasurement(): Failed to create a new fsnotify.Watcher: %v", err)
 		return true, err
 	}
 	defer func() {
 		if err := watcher.Close(); err != nil {
-			cclog.ComponentError(
+			cclog.ComponentErrorf(
 				m.name,
-				fmt.Sprintf("takeMeasurement(): Failed to close fsnotify.Watcher: %v", err))
+				"takeMeasurement(): Failed to close fsnotify.Watcher: %v", err)
 		}
 	}()
 	if len(m.config.LockfilePath) > 0 {
@@ -597,7 +603,7 @@ func (m *LikwidCollector) calcEventsetMetrics(evset LikwidEventsetConfig, interv
 			if tid >= 0 && len(metric.Calc) > 0 {
 				value, err := agg.EvalFloat64Condition(metric.Calc, evset.results[tid])
 				if err != nil {
-					cclog.ComponentError(m.name, "Calculation for metric", metric.Name, "failed:", err.Error())
+					cclog.ComponentErrorf(m.name, "Calculation for metric %s failed: %s", metric.Name, err.Error())
 					value = 0.0
 				}
 				if m.config.InvalidToZero && (math.IsNaN(value) || math.IsInf(value, 0)) {
@@ -762,7 +768,7 @@ func (m *LikwidCollector) calcGlobalMetrics(groups []LikwidEventsetConfig, inter
 				// Evaluate the metric
 				value, err := agg.EvalFloat64Condition(metric.Calc, params)
 				if err != nil {
-					cclog.ComponentError(m.name, "Calculation for metric", metric.Name, "failed:", err.Error())
+					cclog.ComponentErrorf(m.name, "Calculation for metric %s failed: %s", metric.Name, err.Error())
 					value = 0.0
 				}
 				if m.config.InvalidToZero && (math.IsNaN(value) || math.IsInf(value, 0)) {
--- a/collectors/loadavgMetric.go
+++ b/collectors/loadavgMetric.go
@@ -89,9 +89,9 @@ func (m *LoadavgCollector) Read(interval time.Duration, output chan lp.CCMessage
 	}
 	buffer, err := os.ReadFile(LOADAVGFILE)
 	if err != nil {
-		cclog.ComponentError(
+		cclog.ComponentErrorf(
 			m.name,
-			fmt.Sprintf("Read(): Failed to read file '%s': %v", LOADAVGFILE, err))
+			"Read(): Failed to read file '%s': %v", LOADAVGFILE, err)
 		return
 	}
 	now := time.Now()
@@ -101,15 +101,15 @@ func (m *LoadavgCollector) Read(interval time.Duration, output chan lp.CCMessage
 	for i, name := range m.load_matches {
 		x, err := strconv.ParseFloat(ls[i], 64)
 		if err != nil {
-			cclog.ComponentError(
+			cclog.ComponentErrorf(
 				m.name,
-				fmt.Sprintf("Read(): Failed to convert '%s' to float64: %v", ls[i], err))
+				"Read(): Failed to convert '%s' to float64: %v", ls[i], err)
 			continue
 		}
 		if m.load_skips[i] {
 			continue
 		}
-		y, err := lp.NewMessage(name, m.tags, m.meta, map[string]any{"value": x}, now)
+		y, err := lp.NewMetric(name, m.tags, m.meta, x, now)
 		if err == nil {
 			output <- y
 		}
@@ -120,15 +120,15 @@ func (m *LoadavgCollector) Read(interval time.Duration, output chan lp.CCMessage
 	for i, name := range m.proc_matches {
 		x, err := strconv.ParseInt(lv[i], 10, 64)
 		if err != nil {
-			cclog.ComponentError(
+			cclog.ComponentErrorf(
 				m.name,
-				fmt.Sprintf("Read(): Failed to convert '%s' to float64: %v", lv[i], err))
+				"Read(): Failed to convert '%s' to float64: %v", lv[i], err)
 			continue
 		}
 		if m.proc_skips[i] {
 			continue
 		}
-		y, err := lp.NewMessage(name, m.tags, m.meta, map[string]any{"value": x}, now)
+		y, err := lp.NewMetric(name, m.tags, m.meta, x, now)
 		if err == nil {
 			output <- y
 		}
--- a/collectors/lustreMetric.md
+++ b/collectors/lustreMetric.md
@@ -55,3 +55,16 @@ Metrics:
 * `lustre_inode_permission_diff` (if `send_diff_values == true`)

 This collector adds an `device` tag.
+
+`lctl` typically require root to run.
+In order to run `cc-metric-collector` without root priviliges, you can enable `use_sudo`.
+Add a file like this in `/etc/sudoers.d/` to allow `cc-metric-collector` to run the required command:
+
+```
+# Do not log the following sudo commands from monitoring, since this causes a lot of log spam.
+# However keep log_denied enabled, to detect failures
+Defaults: monitoring !log_allowed, !pam_session
+
+# Allow to use lctl
+monitoring ALL = (root) NOPASSWD:/absolute/path/to/lctl get_param llite.*.stats
+```
--- a/collectors/memstatMetric.go
+++ b/collectors/memstatMetric.go
@@ -72,7 +72,8 @@ func getStats(filename string) map[string]MemstatStats {
 	for scanner.Scan() {
 		line := scanner.Text()
 		linefields := strings.Fields(line)
-		if len(linefields) == 3 {
+		switch len(linefields) {
+		case 3:
 			v, err := strconv.ParseFloat(linefields[1], 64)
 			if err == nil {
 				stats[strings.Trim(linefields[0], ":")] = MemstatStats{
@@ -80,10 +81,10 @@ func getStats(filename string) map[string]MemstatStats {
 					unit:  linefields[2],
 				}
 			}
-		} else if len(linefields) == 5 {
+		case 5:
 			v, err := strconv.ParseFloat(linefields[3], 64)
 			if err == nil {
-				cclog.ComponentDebug("getStats", strings.Trim(linefields[2], ":"), v, linefields[4])
+				cclog.ComponentDebug("MemstatCollector", "getStats %s value %v unit %s", strings.Trim(linefields[2], ":"), v, linefields[4])
 				stats[strings.Trim(linefields[2], ":")] = MemstatStats{
 					value: v,
 					unit:  linefields[4],
@@ -106,7 +107,10 @@ func (m *MemstatCollector) Init(config json.RawMessage) error {
 			return fmt.Errorf("%s Init(): Error decoding JSON config: %w", m.name, err)
 		}
 	}
-	m.meta = map[string]string{"source": m.name, "group": "Memory"}
+	m.meta = map[string]string{
+		"source": m.name,
+		"group":  "Memory",
+	}
 	m.stats = make(map[string]int64)
 	m.matches = make(map[string]string)
 	m.tags = map[string]string{"type": "node"}
@@ -145,7 +149,7 @@ func (m *MemstatCollector) Init(config json.RawMessage) error {
 		"KernelStack":     "mem_kernelstack",
 	}
 	for k, v := range matches {
-		if !slices.Contains(m.config.ExcludeMetrics, k) {
+		if !slices.Contains(m.config.ExcludeMetrics, v) {
 			m.matches[k] = v
 		}
 	}
@@ -153,7 +157,7 @@ func (m *MemstatCollector) Init(config json.RawMessage) error {
 	if !slices.Contains(m.config.ExcludeMetrics, "mem_used") {
 		m.sendMemUsed = true
 	}
-	if len(m.matches) == 0 {
+	if len(m.matches) == 0 && !m.sendMemUsed {
 		return fmt.Errorf("%s Init(): no metrics to collect", m.name)
 	}
 	if err := m.setup(); err != nil {
@@ -213,7 +217,7 @@ func (m *MemstatCollector) Read(interval time.Duration, output chan lp.CCMessage
 				}
 			}

-			y, err := lp.NewMessage(name, tags, m.meta, map[string]any{"value": value}, time.Now())
+			y, err := lp.NewMetric(name, tags, m.meta, value, time.Now())
 			if err == nil {
 				if len(unit) > 0 {
 					y.AddMeta("unit", unit)
@@ -252,7 +256,7 @@ func (m *MemstatCollector) Read(interval time.Duration, output chan lp.CCMessage
 					}
 				}
 			}
-			y, err := lp.NewMessage("mem_used", tags, m.meta, map[string]any{"value": memUsed}, time.Now())
+			y, err := lp.NewMetric("mem_used", tags, m.meta, memUsed, time.Now())
 			if err == nil {
 				if len(unit) > 0 {
 					y.AddMeta("unit", unit)
--- a/collectors/netstatMetric.go
+++ b/collectors/netstatMetric.go
@@ -222,16 +222,16 @@ func (m *NetstatCollector) Read(interval time.Duration, output chan lp.CCMessage

 	file, err := os.Open(NETSTATFILE)
 	if err != nil {
-		cclog.ComponentError(
+		cclog.ComponentErrorf(
 			m.name,
-			fmt.Sprintf("Read(): Failed to open file '%s': %v", NETSTATFILE, err))
+			"Read(): Failed to open file '%s': %v", NETSTATFILE, err)
 		return
 	}
 	defer func() {
 		if err := file.Close(); err != nil {
-			cclog.ComponentError(
+			cclog.ComponentErrorf(
 				m.name,
-				fmt.Sprintf("Read(): Failed to close file '%s': %v", NETSTATFILE, err))
+				"Read(): Failed to close file '%s': %v", NETSTATFILE, err)
 		}
 	}()

@@ -262,14 +262,14 @@ func (m *NetstatCollector) Read(interval time.Duration, output chan lp.CCMessage
 					continue
 				}
 				if m.config.SendAbsoluteValues {
-					if y, err := lp.NewMessage(metric.name, metric.tags, metric.meta, map[string]any{"value": v}, now); err == nil {
+					if y, err := lp.NewMetric(metric.name, metric.tags, metric.meta, v, now); err == nil {
 						output <- y
 					}
 				}
 				if m.config.SendDerivedValues {
 					if metric.lastValue >= 0 {
 						rate := float64(v-metric.lastValue) / timeDiff
-						if y, err := lp.NewMessage(metric.name+"_bw", metric.tags, metric.meta_rates, map[string]any{"value": rate}, now); err == nil {
+						if y, err := lp.NewMetric(metric.name+"_bw", metric.tags, metric.meta_rates, rate, now); err == nil {
 							output <- y
 						}
 					}
--- a/collectors/nfsMetric.go
+++ b/collectors/nfsMetric.go
@@ -125,10 +125,9 @@ func (m *nfsCollector) Read(interval time.Duration, output chan lp.CCMessage) {
 	timestamp := time.Now()

 	if err := m.updateStats(); err != nil {
-		cclog.ComponentError(
+		cclog.ComponentErrorf(
 			m.name,
-			fmt.Sprintf("Read(): updateStats() failed: %v", err),
-		)
+			"Read(): updateStats() failed: %v", err)
 		return
 	}
 	var prefix string
@@ -146,14 +145,13 @@ func (m *nfsCollector) Read(interval time.Duration, output chan lp.CCMessage) {
 			continue
 		}

-		valueMap := make(map[string]any)
 		if data.current >= 0 && data.last >= 0 {
-			valueMap["value"] = data.current - data.last
-		}
-		y, err := lp.NewMessage(fmt.Sprintf("%s_%s", prefix, name), m.tags, m.meta, valueMap, timestamp)
-		if err == nil {
-			y.AddMeta("version", m.version)
-			output <- y
+			value := data.current - data.last
+			y, err := lp.NewMetric(fmt.Sprintf("%s_%s", prefix, name), m.tags, m.meta, value, timestamp)
+			if err == nil {
+				y.AddMeta("version", m.version)
+				output <- y
+			}
 		}
 	}
 }
--- a/collectors/nfsiostatMetric.go
+++ b/collectors/nfsiostatMetric.go
@@ -145,14 +145,7 @@ func (m *NfsIOStatCollector) Read(interval time.Duration, output chan lp.CCMessa
 		if old, ok := m.data[mntpoint]; ok {
 			for name, newVal := range values {
 				if m.config.SendAbsoluteValues {
-					msg, err := lp.NewMessage(
-						"nfsio_"+name,
-						m.tags,
-						m.meta,
-						map[string]any{
-							"value": newVal,
-						},
-						now)
+					msg, err := lp.NewMetric("nfsio_"+name, m.tags, m.meta, newVal, now)
 					if err == nil {
 						msg.AddTag("stype", "filesystem")
 						msg.AddTag("stype-id", mntpoint)
@@ -161,7 +154,7 @@ func (m *NfsIOStatCollector) Read(interval time.Duration, output chan lp.CCMessa
 				}
 				if m.config.SendDerivedValues {
 					rate := float64(newVal-old[name]) / timeDiff
-					msg, err := lp.NewMessage(fmt.Sprintf("nfsio_%s_bw", name), m.tags, m.meta, map[string]any{"value": rate}, now)
+					msg, err := lp.NewMetric(fmt.Sprintf("nfsio_%s_bw", name), m.tags, m.meta, rate, now)
 					if err == nil {
 						if strings.HasPrefix(name, "page") {
 							msg.AddMeta("unit", "4K_pages/s")
--- a/collectors/numastatsMetric.go
+++ b/collectors/numastatsMetric.go
@@ -117,7 +117,7 @@ func (m *NUMAStatsCollector) Init(config json.RawMessage) error {
 	}

 	// Initialized
-	cclog.ComponentDebug(m.name, "initialized", len(m.topology), "NUMA domains")
+	cclog.ComponentDebugf(m.name, "initialized %d NUMA domains", len(m.topology))
 	m.init = true
 	return nil
 }
--- a/collectors/nvidiaGPMMetric.go
+++ b/collectors/nvidiaGPMMetric.go
@@ -0,0 +1,396 @@
+package collectors
+
+import (
+	"encoding/json"
+	"errors"
+	"fmt"
+	"slices"
+	"strconv"
+	"strings"
+	"time"
+
+	cclog "github.com/ClusterCockpit/cc-lib/v2/ccLogger"
+	lp "github.com/ClusterCockpit/cc-lib/v2/ccMessage"
+	"github.com/NVIDIA/go-nvml/pkg/nvml"
+)
+
+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
+	}
+}
--- a/collectors/nvidiaGPMMetric.md
+++ b/collectors/nvidiaGPMMetric.md
@@ -0,0 +1,54 @@
+<!--
+---
+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`
--- a/collectors/nvidiaMetric.go
+++ b/collectors/nvidiaMetric.go
@@ -113,7 +113,7 @@ func (m *NvidiaCollector) Init(config json.RawMessage) error {
 		// Skip excluded devices by ID
 		str_i := strconv.Itoa(i)
 		if slices.Contains(m.config.ExcludeDevices, str_i) {
-			cclog.ComponentDebug(m.name, "Skipping excluded device", str_i)
+			cclog.ComponentDebugf(m.name, "Skipping excluded device %s", str_i)
 			continue
 		}

@@ -121,7 +121,7 @@ func (m *NvidiaCollector) Init(config json.RawMessage) error {
 		device, ret := nvml.DeviceGetHandleByIndex(i)
 		if ret != nvml.SUCCESS {
 			err = errors.New(nvml.ErrorString(ret))
-			cclog.ComponentError(m.name, "Unable to get device at index", i, ":", err.Error())
+			cclog.ComponentErrorf(m.name, "Unable to get device at index %d: %s", i, err.Error())
 			continue
 		}

@@ -129,7 +129,7 @@ func (m *NvidiaCollector) Init(config json.RawMessage) error {
 		pciInfo, ret := nvml.DeviceGetPciInfo(device)
 		if ret != nvml.SUCCESS {
 			err = errors.New(nvml.ErrorString(ret))
-			cclog.ComponentError(m.name, "Unable to get PCI info for device at index", i, ":", err.Error())
+			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.
@@ -141,7 +141,7 @@ func (m *NvidiaCollector) Init(config json.RawMessage) error {

 		// Skip excluded devices specified by PCI ID
 		if slices.Contains(m.config.ExcludeDevices, pci_id) {
-			cclog.ComponentDebug(m.name, "Skipping excluded device", pci_id)
+			cclog.ComponentDebugf(m.name, "Skipping excluded device %s", pci_id)
 			continue
 		}

@@ -183,7 +183,7 @@ func (m *NvidiaCollector) Init(config json.RawMessage) error {
 		if m.config.AddBoardNumberMeta {
 			board, ret := nvml.DeviceGetBoardPartNumber(device)
 			if ret != nvml.SUCCESS {
-				cclog.ComponentError(m.name, "Unable to get boart part number for device at index", i, ":", err.Error())
+				cclog.ComponentErrorf(m.name, "Unable to get boart part number for device at index %d: %s", i, err.Error())
 			} else {
 				g.meta["board_number"] = board
 			}
@@ -191,7 +191,7 @@ func (m *NvidiaCollector) Init(config json.RawMessage) error {
 		if m.config.AddSerialMeta {
 			serial, ret := nvml.DeviceGetSerial(device)
 			if ret != nvml.SUCCESS {
-				cclog.ComponentError(m.name, "Unable to get serial number for device at index", i, ":", err.Error())
+				cclog.ComponentErrorf(m.name, "Unable to get serial number for device at index %d: %s", i, err.Error())
 			} else {
 				g.meta["serial"] = serial
 			}
@@ -199,7 +199,7 @@ func (m *NvidiaCollector) Init(config json.RawMessage) error {
 		if m.config.AddUuidMeta {
 			uuid, ret := nvml.DeviceGetUUID(device)
 			if ret != nvml.SUCCESS {
-				cclog.ComponentError(m.name, "Unable to get UUID for device at index", i, ":", err.Error())
+				cclog.ComponentErrorf(m.name, "Unable to get UUID for device at index %d: %s", i, err.Error())
 			} else {
 				g.meta["uuid"] = uuid
 			}
@@ -1128,97 +1128,97 @@ func (m *NvidiaCollector) Read(interval time.Duration, output chan lp.CCMessage)
 		}
 		err = readMemoryInfo(device, output)
 		if err != nil {
-			cclog.ComponentDebug(m.name, "readMemoryInfo for device", name, "failed")
+			cclog.ComponentDebugf(m.name, "readMemoryInfo for device %s failed", name)
 		}

 		err = readUtilization(device, output)
 		if err != nil {
-			cclog.ComponentDebug(m.name, "readUtilization for device", name, "failed")
+			cclog.ComponentDebugf(m.name, "readUtilization for device %s failed", name)
 		}

 		err = readTemp(device, output)
 		if err != nil {
-			cclog.ComponentDebug(m.name, "readTemp for device", name, "failed")
+			cclog.ComponentDebugf(m.name, "readTemp for device %s failed", name)
 		}

 		err = readFan(device, output)
 		if err != nil {
-			cclog.ComponentDebug(m.name, "readFan for device", name, "failed")
+			cclog.ComponentDebugf(m.name, "readFan for device %s failed", name)
 		}

 		err = readEccMode(device, output)
 		if err != nil {
-			cclog.ComponentDebug(m.name, "readEccMode for device", name, "failed")
+			cclog.ComponentDebugf(m.name, "readEccMode for device %s failed", name)
 		}

 		err = readPerfState(device, output)
 		if err != nil {
-			cclog.ComponentDebug(m.name, "readPerfState for device", name, "failed")
+			cclog.ComponentDebugf(m.name, "readPerfState for device %s failed", name)
 		}

 		err = readPowerUsage(device, output)
 		if err != nil {
-			cclog.ComponentDebug(m.name, "readPowerUsage for device", name, "failed")
+			cclog.ComponentDebugf(m.name, "readPowerUsage for device %s failed", name)
 		}

 		err = readEnergyConsumption(device, output)
 		if err != nil {
-			cclog.ComponentDebug(m.name, "readEnergyConsumption for device", name, "failed")
+			cclog.ComponentDebugf(m.name, "readEnergyConsumption for device %s failed", name)
 		}

 		err = readClocks(device, output)
 		if err != nil {
-			cclog.ComponentDebug(m.name, "readClocks for device", name, "failed")
+			cclog.ComponentDebugf(m.name, "readClocks for device %s failed", name)
 		}

 		err = readMaxClocks(device, output)
 		if err != nil {
-			cclog.ComponentDebug(m.name, "readMaxClocks for device", name, "failed")
+			cclog.ComponentDebugf(m.name, "readMaxClocks for device %s failed", name)
 		}

 		err = readEccErrors(device, output)
 		if err != nil {
-			cclog.ComponentDebug(m.name, "readEccErrors for device", name, "failed")
+			cclog.ComponentDebugf(m.name, "readEccErrors for device %s failed", name)
 		}

 		err = readPowerLimit(device, output)
 		if err != nil {
-			cclog.ComponentDebug(m.name, "readPowerLimit for device", name, "failed")
+			cclog.ComponentDebugf(m.name, "readPowerLimit for device %s failed", name)
 		}

 		err = readEncUtilization(device, output)
 		if err != nil {
-			cclog.ComponentDebug(m.name, "readEncUtilization for device", name, "failed")
+			cclog.ComponentDebugf(m.name, "readEncUtilization for device %s failed", name)
 		}

 		err = readDecUtilization(device, output)
 		if err != nil {
-			cclog.ComponentDebug(m.name, "readDecUtilization for device", name, "failed")
+			cclog.ComponentDebugf(m.name, "readDecUtilization for device %s failed", name)
 		}

 		err = readRemappedRows(device, output)
 		if err != nil {
-			cclog.ComponentDebug(m.name, "readRemappedRows for device", name, "failed")
+			cclog.ComponentDebugf(m.name, "readRemappedRows for device %s failed", name)
 		}

 		err = readBarMemoryInfo(device, output)
 		if err != nil {
-			cclog.ComponentDebug(m.name, "readBarMemoryInfo for device", name, "failed")
+			cclog.ComponentDebugf(m.name, "readBarMemoryInfo for device %s failed", name)
 		}

 		err = readProcessCounts(device, output)
 		if err != nil {
-			cclog.ComponentDebug(m.name, "readProcessCounts for device", name, "failed")
+			cclog.ComponentDebugf(m.name, "readProcessCounts for device %s failed", name)
 		}

 		err = readViolationStats(device, output)
 		if err != nil {
-			cclog.ComponentDebug(m.name, "readViolationStats for device", name, "failed")
+			cclog.ComponentDebugf(m.name, "readViolationStats for device %s failed", name)
 		}

 		err = readNVLinkStats(device, output)
 		if err != nil {
-			cclog.ComponentDebug(m.name, "readNVLinkStats for device", name, "failed")
+			cclog.ComponentDebugf(m.name, "readNVLinkStats for device %s failed", name)
 		}
 	}

@@ -1244,7 +1244,7 @@ func (m *NvidiaCollector) Read(interval time.Duration, output chan lp.CCMessage)
 			if maxMig == 0 {
 				continue
 			}
-			cclog.ComponentDebug(m.name, "Reading MIG devices for GPU", i)
+			cclog.ComponentDebugf(m.name, "Reading MIG devices for GPU %d", i)

 			for j := range maxMig {
 				mdev, ret := nvml.DeviceGetMigDeviceHandleByIndex(m.gpus[i].device, j)
@@ -1268,7 +1268,7 @@ func (m *NvidiaCollector) Read(interval time.Duration, output chan lp.CCMessage)
 				if m.config.UseUuidForMigDevices {
 					uuid, ret := nvml.DeviceGetUUID(mdev)
 					if ret != nvml.SUCCESS {
-						cclog.ComponentError(m.name, "Unable to get UUID for mig device at index", j, ":", err.Error())
+						cclog.ComponentErrorf(m.name, "Unable to get UUID for mig device at index %d: %s", j, err.Error())
 					} else {
 						migDevice.tags["stype-id"] = uuid
 					}
--- a/collectors/raplMetric.go
+++ b/collectors/raplMetric.go
@@ -208,11 +208,10 @@ func (m *RAPLCollector) Init(config json.RawMessage) error {
 	}

 	// Initialized
-	cclog.ComponentDebug(
+	cclog.ComponentDebugf(
 		m.name,
-		"initialized",
-		len(m.RAPLZoneInfo),
-		"zones with running average power limit (RAPL) monitoring attributes")
+		"initialized %d zones with running average power limit (RAPL) monitoring attributes",
+		len(m.RAPLZoneInfo))
 	m.init = true

 	return err
@@ -242,12 +241,7 @@ func (m *RAPLCollector) Read(interval time.Duration, output chan lp.CCMessage) {
 				timeDiff := energyTimestamp.Sub(p.energyTimestamp)
 				averagePower := float64(energyDiff) / float64(timeDiff.Microseconds())

-				y, err := lp.NewMessage(
-					"rapl_average_power",
-					p.tags,
-					m.meta,
-					map[string]any{"value": averagePower},
-					energyTimestamp)
+				y, err := lp.NewMetric("rapl_average_power", p.tags, m.meta, averagePower, energyTimestamp)
 				if err == nil {
 					output <- y
 				}
--- a/collectors/rocmsmiMetric.go
+++ b/collectors/rocmsmiMetric.go
@@ -124,7 +124,7 @@ func (m *RocmSmiCollector) Init(config json.RawMessage) error {
 		if m.config.AddSerialMeta {
 			serial, ret := rocm_smi.DeviceGetSerialNumber(device)
 			if ret != rocm_smi.STATUS_SUCCESS {
-				cclog.ComponentError(m.name, "Unable to get serial number for device at index", i, ":", rocm_smi.StatusStringNoError(ret))
+				cclog.ComponentErrorf(m.name, "Unable to get serial number for device at index %d: %s", i, rocm_smi.StatusStringNoError(ret))
 			} else {
 				dev.meta["serial"] = serial
 			}
@@ -152,134 +152,116 @@ func (m *RocmSmiCollector) Read(interval time.Duration, output chan lp.CCMessage
 	for _, dev := range m.devices {
 		metrics, ret := rocm_smi.DeviceGetMetrics(dev.device)
 		if ret != rocm_smi.STATUS_SUCCESS {
-			cclog.ComponentError(m.name, "Unable to get metrics for device at index", dev.index, ":", rocm_smi.StatusStringNoError(ret))
+			cclog.ComponentErrorf(m.name, "Unable to get metrics for device at index %d: %s", dev.index, rocm_smi.StatusStringNoError(ret))
 			continue
 		}

 		if !dev.excludeMetrics["rocm_gfx_util"] {
 			value := metrics.Average_gfx_activity
-			y, err := lp.NewMessage("rocm_gfx_util", dev.tags, dev.meta, map[string]any{"value": value}, timestamp)
-			if err == nil {
+			if y, err := lp.NewMetric("rocm_gfx_util", dev.tags, dev.meta, value, timestamp); err == nil {
 				output <- y
 			}
 		}
 		if !dev.excludeMetrics["rocm_umc_util"] {
 			value := metrics.Average_umc_activity
-			y, err := lp.NewMessage("rocm_umc_util", dev.tags, dev.meta, map[string]any{"value": value}, timestamp)
-			if err == nil {
+			if y, err := lp.NewMetric("rocm_umc_util", dev.tags, dev.meta, value, timestamp); err == nil {
 				output <- y
 			}
 		}
 		if !dev.excludeMetrics["rocm_mm_util"] {
 			value := metrics.Average_mm_activity
-			y, err := lp.NewMessage("rocm_mm_util", dev.tags, dev.meta, map[string]any{"value": value}, timestamp)
-			if err == nil {
+			if y, err := lp.NewMetric("rocm_mm_util", dev.tags, dev.meta, value, timestamp); err == nil {
 				output <- y
 			}
 		}
 		if !dev.excludeMetrics["rocm_avg_power"] {
 			value := metrics.Average_socket_power
-			y, err := lp.NewMessage("rocm_avg_power", dev.tags, dev.meta, map[string]any{"value": value}, timestamp)
-			if err == nil {
+			if y, err := lp.NewMetric("rocm_avg_power", dev.tags, dev.meta, value, timestamp); err == nil {
 				output <- y
 			}
 		}
 		if !dev.excludeMetrics["rocm_temp_mem"] {
 			value := metrics.Temperature_mem
-			y, err := lp.NewMessage("rocm_temp_mem", dev.tags, dev.meta, map[string]any{"value": value}, timestamp)
-			if err == nil {
+			if y, err := lp.NewMetric("rocm_temp_mem", dev.tags, dev.meta, value, timestamp); err == nil {
 				output <- y
 			}
 		}
 		if !dev.excludeMetrics["rocm_temp_hotspot"] {
 			value := metrics.Temperature_hotspot
-			y, err := lp.NewMessage("rocm_temp_hotspot", dev.tags, dev.meta, map[string]any{"value": value}, timestamp)
-			if err == nil {
+			if y, err := lp.NewMetric("rocm_temp_hotspot", dev.tags, dev.meta, value, timestamp); err == nil {
 				output <- y
 			}
 		}
 		if !dev.excludeMetrics["rocm_temp_edge"] {
 			value := metrics.Temperature_edge
-			y, err := lp.NewMessage("rocm_temp_edge", dev.tags, dev.meta, map[string]any{"value": value}, timestamp)
-			if err == nil {
+			if y, err := lp.NewMetric("rocm_temp_edge", dev.tags, dev.meta, value, timestamp); err == nil {
 				output <- y
 			}
 		}
 		if !dev.excludeMetrics["rocm_temp_vrgfx"] {
 			value := metrics.Temperature_vrgfx
-			y, err := lp.NewMessage("rocm_temp_vrgfx", dev.tags, dev.meta, map[string]any{"value": value}, timestamp)
-			if err == nil {
+			if y, err := lp.NewMetric("rocm_temp_vrgfx", dev.tags, dev.meta, value, timestamp); err == nil {
 				output <- y
 			}
 		}
 		if !dev.excludeMetrics["rocm_temp_vrsoc"] {
 			value := metrics.Temperature_vrsoc
-			y, err := lp.NewMessage("rocm_temp_vrsoc", dev.tags, dev.meta, map[string]any{"value": value}, timestamp)
-			if err == nil {
+			if y, err := lp.NewMetric("rocm_temp_vrsoc", dev.tags, dev.meta, value, timestamp); err == nil {
 				output <- y
 			}
 		}
 		if !dev.excludeMetrics["rocm_temp_vrmem"] {
 			value := metrics.Temperature_vrmem
-			y, err := lp.NewMessage("rocm_temp_vrmem", dev.tags, dev.meta, map[string]any{"value": value}, timestamp)
-			if err == nil {
+			if y, err := lp.NewMetric("rocm_temp_vrmem", dev.tags, dev.meta, value, timestamp); err == nil {
 				output <- y
 			}
 		}
 		if !dev.excludeMetrics["rocm_gfx_clock"] {
 			value := metrics.Average_gfxclk_frequency
-			y, err := lp.NewMessage("rocm_gfx_clock", dev.tags, dev.meta, map[string]any{"value": value}, timestamp)
-			if err == nil {
+			if y, err := lp.NewMetric("rocm_gfx_clock", dev.tags, dev.meta, value, timestamp); err == nil {
 				output <- y
 			}
 		}
 		if !dev.excludeMetrics["rocm_soc_clock"] {
 			value := metrics.Average_socclk_frequency
-			y, err := lp.NewMessage("rocm_soc_clock", dev.tags, dev.meta, map[string]any{"value": value}, timestamp)
-			if err == nil {
+			if y, err := lp.NewMetric("rocm_soc_clock", dev.tags, dev.meta, value, timestamp); err == nil {
 				output <- y
 			}
 		}
 		if !dev.excludeMetrics["rocm_u_clock"] {
 			value := metrics.Average_uclk_frequency
-			y, err := lp.NewMessage("rocm_u_clock", dev.tags, dev.meta, map[string]any{"value": value}, timestamp)
-			if err == nil {
+			if y, err := lp.NewMetric("rocm_u_clock", dev.tags, dev.meta, value, timestamp); err == nil {
 				output <- y
 			}
 		}
 		if !dev.excludeMetrics["rocm_v0_clock"] {
 			value := metrics.Average_vclk0_frequency
-			y, err := lp.NewMessage("rocm_v0_clock", dev.tags, dev.meta, map[string]any{"value": value}, timestamp)
-			if err == nil {
+			if y, err := lp.NewMetric("rocm_v0_clock", dev.tags, dev.meta, value, timestamp); err == nil {
 				output <- y
 			}
 		}
 		if !dev.excludeMetrics["rocm_v1_clock"] {
 			value := metrics.Average_vclk1_frequency
-			y, err := lp.NewMessage("rocm_v1_clock", dev.tags, dev.meta, map[string]any{"value": value}, timestamp)
-			if err == nil {
+			if y, err := lp.NewMetric("rocm_v1_clock", dev.tags, dev.meta, value, timestamp); err == nil {
 				output <- y
 			}
 		}
 		if !dev.excludeMetrics["rocm_d0_clock"] {
 			value := metrics.Average_dclk0_frequency
-			y, err := lp.NewMessage("rocm_d0_clock", dev.tags, dev.meta, map[string]any{"value": value}, timestamp)
-			if err == nil {
+			if y, err := lp.NewMetric("rocm_d0_clock", dev.tags, dev.meta, value, timestamp); err == nil {
 				output <- y
 			}
 		}
 		if !dev.excludeMetrics["rocm_d1_clock"] {
 			value := metrics.Average_dclk1_frequency
-			y, err := lp.NewMessage("rocm_d1_clock", dev.tags, dev.meta, map[string]any{"value": value}, timestamp)
-			if err == nil {
+			if y, err := lp.NewMetric("rocm_d1_clock", dev.tags, dev.meta, value, timestamp); err == nil {
 				output <- y
 			}
 		}
 		if !dev.excludeMetrics["rocm_temp_hbm"] {
 			for i := range rocm_smi.NUM_HBM_INSTANCES {
 				value := metrics.Temperature_hbm[i]
-				y, err := lp.NewMessage("rocm_temp_hbm", dev.tags, dev.meta, map[string]any{"value": value}, timestamp)
-				if err == nil {
+				if y, err := lp.NewMetric("rocm_temp_hbm", dev.tags, dev.meta, value, timestamp); err == nil {
 					y.AddTag("stype", "device")
 					y.AddTag("stype-id", strconv.Itoa(i))
 					output <- y
--- a/collectors/schedstatMetric.go
+++ b/collectors/schedstatMetric.go
@@ -147,15 +147,15 @@ func (m *SchedstatCollector) Read(interval time.Duration, output chan lp.CCMessa

 	file, err := os.Open(SCHEDSTATFILE)
 	if err != nil {
-		cclog.ComponentError(
+		cclog.ComponentErrorf(
 			m.name,
-			fmt.Sprintf("Read(): Failed to open file '%s': %v", SCHEDSTATFILE, err))
+			"Read(): Failed to open file '%s': %v", SCHEDSTATFILE, err)
 	}
 	defer func() {
 		if err := file.Close(); err != nil {
-			cclog.ComponentError(
+			cclog.ComponentErrorf(
 				m.name,
-				fmt.Sprintf("Read(): Failed to close file '%s': %v", SCHEDSTATFILE, err))
+				"Read(): Failed to close file '%s': %v", SCHEDSTATFILE, err)
 		}
 	}()

--- a/collectors/slurmCgroupMetric.go
+++ b/collectors/slurmCgroupMetric.go
@@ -240,7 +240,7 @@ func (m *SlurmCgroupCollector) Read(interval time.Duration, output chan lp.CCMes
 	globPattern := filepath.Join(m.cgroupBase, "job_*")
 	jobDirs, err := filepath.Glob(globPattern)
 	if err != nil {
-		cclog.ComponentError(m.name, "Error globbing job directories:", err.Error())
+		cclog.ComponentErrorf(m.name, "Error globbing job directories: %s", err.Error())
 		return
 	}

@@ -249,7 +249,7 @@ func (m *SlurmCgroupCollector) Read(interval time.Duration, output chan lp.CCMes

 		jobdata, err := m.ReadJobData(jKey)
 		if err != nil {
-			cclog.ComponentError(m.name, "Error reading job data for", jKey, ":", err.Error())
+			cclog.ComponentError(m.name, "Error reading job data for %s: %s", jKey, err.Error())
 			continue
 		}

--- a/collectors/smartmonMetric.go
+++ b/collectors/smartmonMetric.go
@@ -228,12 +228,12 @@ func (m *SmartMonCollector) Read(interval time.Duration, output chan lp.CCMessag

 		stdout, err := command.Output()
 		if err != nil {
-			cclog.ComponentError(m.name, "cannot read data for device", d.Name)
+			cclog.ComponentErrorf(m.name, "cannot read data for device %s", d.Name)
 			continue
 		}
 		err = json.Unmarshal(stdout, &data)
 		if err != nil {
-			cclog.ComponentError(m.name, "cannot unmarshal data for device", d.Name)
+			cclog.ComponentErrorf(m.name, "cannot unmarshal data for device %s", d.Name)
 			continue
 		}
 		if !m.excludeMetric.temp {
--- a/collectors/smartmonMetric.md
+++ b/collectors/smartmonMetric.md
@@ -50,3 +50,18 @@ Metrics:
 * `smartmon_errlog_entries`: Error log entries
 * `smartmon_warn_temp_time`: Time above the warning temperature threshold
 * `smartmon_crit_comp_time`: Time above the critical composite temperature threshold
+
+`smartctl` typically require root to run.
+In order to run `cc-metric-collector` without root priviliges, you can enable `use_sudo`.
+Add a file like this in `/etc/sudoers.d/` to allow `cc-metric-collector` to run the required command:
+
+```
+# Do not log the following sudo commands from monitoring, since this causes a lot of log spam.
+# However keep log_denied enabled, to detect failures
+Defaults: monitoring !log_allowed, !pam_session
+
+# Allow to use lctl
+monitoring ALL = (root) NOPASSWD:/absolute/path/to/smartctl --json=c --device=* "--all" *
+# Or add individual rules for each device
+# monitoring ALL = (root) NOPASSWD:/absolute/path/to/smartctl --json=c --device=<device_type> "--all" <device>
+```
--- a/collectors/tempMetric.go
+++ b/collectors/tempMetric.go
@@ -188,39 +188,27 @@ func (m *TempCollector) Read(interval time.Duration, output chan lp.CCMessage) {
 		// Read sensor file
 		buffer, err := os.ReadFile(sensor.file)
 		if err != nil {
-			cclog.ComponentError(
+			cclog.ComponentErrorf(
 				m.name,
-				fmt.Sprintf("Read(): Failed to read file '%s': %v", sensor.file, err))
+				"Read(): Failed to read file '%s': %v", sensor.file, err)
 			continue
 		}
 		x, err := strconv.ParseInt(strings.TrimSpace(string(buffer)), 10, 64)
 		if err != nil {
-			cclog.ComponentError(
+			cclog.ComponentErrorf(
 				m.name,
-				fmt.Sprintf("Read(): Failed to convert temperature '%s' to int64: %v", buffer, err))
+				"Read(): Failed to convert temperature '%s' to int64: %v", buffer, err)
 			continue
 		}
 		x /= 1000
-		y, err := lp.NewMessage(
-			sensor.metricName,
-			sensor.tags,
-			m.meta,
-			map[string]any{"value": x},
-			time.Now(),
-		)
+		y, err := lp.NewMetric(sensor.metricName, sensor.tags, m.meta, x, time.Now())
 		if err == nil {
 			output <- y
 		}

 		// max temperature
 		if m.config.ReportMaxTemp && sensor.maxTemp != 0 {
-			y, err := lp.NewMessage(
-				sensor.maxTempName,
-				sensor.tags,
-				m.meta,
-				map[string]any{"value": sensor.maxTemp},
-				time.Now(),
-			)
+			y, err := lp.NewMetric(sensor.maxTempName, sensor.tags, m.meta, sensor.maxTemp, time.Now())
 			if err == nil {
 				output <- y
 			}
@@ -228,13 +216,7 @@ func (m *TempCollector) Read(interval time.Duration, output chan lp.CCMessage) {

 		// critical temperature
 		if m.config.ReportCriticalTemp && sensor.critTemp != 0 {
-			y, err := lp.NewMessage(
-				sensor.critTempName,
-				sensor.tags,
-				m.meta,
-				map[string]any{"value": sensor.critTemp},
-				time.Now(),
-			)
+			y, err := lp.NewMetric(sensor.critTempName, sensor.tags, m.meta, sensor.critTemp, time.Now())
 			if err == nil {
 				output <- y
 			}
--- a/collectors/topprocsMetric.go
+++ b/collectors/topprocsMetric.go
@@ -77,24 +77,16 @@ func (m *TopProcsCollector) Read(interval time.Duration, output chan lp.CCMessag
 	command := exec.Command("ps", "-Ao", "comm", "--sort=-pcpu")
 	stdout, err := command.Output()
 	if err != nil {
-		cclog.ComponentError(
+		cclog.ComponentErrorf(
 			m.name,
-			fmt.Sprintf("Read(): Failed to read output from command \"%s\": %v", command.String(), err))
+			"Read(): Failed to read output from command \"%s\": %v", command.String(), err)
 		return
 	}

 	lines := strings.Split(string(stdout), "\n")
 	for i := 1; i < m.config.Num_procs+1; i++ {
 		name := fmt.Sprintf("topproc%d", i)
-		y, err := lp.NewMessage(
-			name,
-			m.tags,
-			m.meta,
-			map[string]any{
-				"value": lines[i],
-			},
-			time.Now())
-		if err == nil {
+		if y, err := lp.NewMetric(name, m.tags, m.meta, lines[i], time.Now()); err == nil {
 			output <- y
 		}
 	}
--- a/go.mod
+++ b/go.mod
@@ -3,14 +3,14 @@ module github.com/ClusterCockpit/cc-metric-collector
 go 1.25.0

 require (
-	github.com/ClusterCockpit/cc-lib/v2 v2.11.0
-	github.com/ClusterCockpit/go-rocm-smi v0.3.0
+	github.com/ClusterCockpit/cc-lib/v2 v2.12.0
+	github.com/ClusterCockpit/go-rocm-smi v0.4.0
 	github.com/NVIDIA/go-nvml v0.13.0-1
 	github.com/PaesslerAG/gval v1.2.4
-	github.com/fsnotify/fsnotify v1.9.0
-	github.com/tklauser/go-sysconf v0.3.16
-	golang.design/x/thread v0.0.0-20210122121316-335e9adffdf1
-	golang.org/x/sys v0.42.0
+	github.com/fsnotify/fsnotify v1.10.1
+	github.com/tklauser/go-sysconf v0.4.0
+	golang.design/x/thread v0.3.2
+	golang.org/x/sys v0.45.0
 )

 require (
@@ -18,27 +18,29 @@ require (
 	github.com/apapsch/go-jsonmerge/v2 v2.0.0 // indirect
 	github.com/beorn7/perks v1.0.1 // indirect
 	github.com/cespare/xxhash/v2 v2.3.0 // indirect
+	github.com/coder/websocket v1.8.14 // indirect
 	github.com/expr-lang/expr v1.17.8 // indirect
 	github.com/google/uuid v1.6.0 // indirect
 	github.com/gorilla/mux v1.8.1 // indirect
 	github.com/influxdata/influxdb-client-go/v2 v2.14.0 // indirect
 	github.com/influxdata/line-protocol v0.0.0-20210922203350-b1ad95c89adf // indirect
-	github.com/klauspost/compress v1.18.4 // indirect
+	github.com/klauspost/compress v1.18.5 // indirect
 	github.com/munnerz/goautoneg v0.0.0-20191010083416-a7dc8b61c822 // indirect
-	github.com/nats-io/nats.go v1.49.0 // indirect
+	github.com/nats-io/nats.go v1.51.0 // indirect
 	github.com/nats-io/nkeys v0.4.15 // indirect
 	github.com/nats-io/nuid v1.0.1 // indirect
-	github.com/oapi-codegen/runtime v1.3.0 // indirect
+	github.com/oapi-codegen/runtime v1.4.0 // indirect
 	github.com/prometheus/client_golang v1.23.2 // indirect
 	github.com/prometheus/client_model v0.6.2 // indirect
 	github.com/prometheus/common v0.67.5 // indirect
 	github.com/prometheus/procfs v0.20.1 // indirect
+	github.com/questdb/go-questdb-client/v4 v4.2.0 // indirect
 	github.com/santhosh-tekuri/jsonschema/v5 v5.3.1 // indirect
 	github.com/shopspring/decimal v1.4.0 // indirect
-	github.com/stmcginnis/gofish v0.21.4 // indirect
-	github.com/tklauser/numcpus v0.11.0 // indirect
+	github.com/stmcginnis/gofish v0.21.6 // indirect
+	github.com/tklauser/numcpus v0.12.0 // indirect
 	go.yaml.in/yaml/v2 v2.4.4 // indirect
-	golang.org/x/crypto v0.49.0 // indirect
-	golang.org/x/net v0.52.0 // indirect
+	golang.org/x/crypto v0.50.0 // indirect
+	golang.org/x/net v0.53.0 // indirect
 	google.golang.org/protobuf v1.36.11 // indirect
 )
--- a/go.sum
+++ b/go.sum
@@ -1,10 +1,17 @@
-github.com/ClusterCockpit/cc-lib/v2 v2.11.0 h1:LaLs4J0b7FArIXT8byMUcIcUr55R5obATjVi7qI02r4=
-github.com/ClusterCockpit/cc-lib/v2 v2.11.0/go.mod h1:Oj+N2lpFqiBOBzjfrLIGJ2YSWT400TX4M0ii4lNl81A=
+dario.cat/mergo v1.0.0 h1:AGCNq9Evsj31mOgNPcLyXc+4PNABt905YmuqPYYpBWk=
+dario.cat/mergo v1.0.0/go.mod h1:uNxQE+84aUszobStD9th8a29P2fMDhsBdgRYvZOxGmk=
+github.com/Azure/go-ansiterm v0.0.0-20230124172434-306776ec8161 h1:L/gRVlceqvL25UVaW/CKtUDjefjrs0SPonmDGUVOYP0=
+github.com/Azure/go-ansiterm v0.0.0-20230124172434-306776ec8161/go.mod h1:xomTg63KZ2rFqZQzSB4Vz2SUXa1BpHTVz9L5PTmPC4E=
+github.com/ClusterCockpit/cc-lib/v2 v2.12.0 h1:ZbGD68nDniuvzFjJCdyYawpCBrabdSyWOg5FFSyFbjQ=
+github.com/ClusterCockpit/cc-lib/v2 v2.12.0/go.mod h1:ml8xtcYa5WhPM7JDQ+M9/R9ZBxITCR/5xqGJ//GxXJI=
 github.com/ClusterCockpit/cc-line-protocol/v2 v2.4.0 h1:hIzxgTBWcmCIHtoDKDkSCsKCOCOwUC34sFsbD2wcW0Q=
 github.com/ClusterCockpit/cc-line-protocol/v2 v2.4.0/go.mod h1:y42qUu+YFmu5fdNuUAS4VbbIKxVjxCvbVqFdpdh8ahY=
-github.com/ClusterCockpit/go-rocm-smi v0.3.0 h1:1qZnSpG7/NyLtc7AjqnUL9Jb8xtqG1nMVgp69rJfaR8=
-github.com/ClusterCockpit/go-rocm-smi v0.3.0/go.mod h1:+I3UMeX3OlizXDf1WpGD43W4KGZZGVSGmny6rTeOnWA=
-github.com/NVIDIA/go-nvml v0.11.6-0/go.mod h1:hy7HYeQy335x6nEss0Ne3PYqleRa6Ct+VKD9RQ4nyFs=
+github.com/ClusterCockpit/go-rocm-smi v0.4.0 h1:3+bEPrSkjEJcOtt+qBUX48ugDVlOFaKUnXHTef2Ve2Q=
+github.com/ClusterCockpit/go-rocm-smi v0.4.0/go.mod h1:c19u5vBCcgb7DjL4EWTGSGpo6c79d07r4rxD50z25ng=
+github.com/Microsoft/go-winio v0.6.1 h1:9/kr64B9VUZrLm5YYwbGtUJnMgqWVOdUAXu6Migciow=
+github.com/Microsoft/go-winio v0.6.1/go.mod h1:LRdKpFKfdobln8UmuiYcKPot9D2v6svN5+sAH+4kjUM=
+github.com/Microsoft/hcsshim v0.11.4 h1:68vKo2VN8DE9AdN4tnkWnmdhqdbpUFM8OF3Airm7fz8=
+github.com/Microsoft/hcsshim v0.11.4/go.mod h1:smjE4dvqPX9Zldna+t5FG3rnoHhaB7QYxPRqGcpAD9w=
 github.com/NVIDIA/go-nvml v0.13.0-1 h1:OLX8Jq3dONuPOQPC7rndB6+iDmDakw0XTYgzMxObkEw=
 github.com/NVIDIA/go-nvml v0.13.0-1/go.mod h1:+KNA7c7gIBH7SKSJ1ntlwkfN80zdx8ovl4hrK3LmPt4=
 github.com/PaesslerAG/gval v1.2.4 h1:rhX7MpjJlcxYwL2eTTYIOBUyEKZ+A96T9vQySWkVUiU=
@@ -12,28 +19,52 @@ github.com/PaesslerAG/gval v1.2.4/go.mod h1:XRFLwvmkTEdYziLdaCeCa5ImcGVrfQbeNUbV
 github.com/PaesslerAG/jsonpath v0.1.0 h1:gADYeifvlqK3R3i2cR5B4DGgxLXIPb3TRTH1mGi0jPI=
 github.com/PaesslerAG/jsonpath v0.1.0/go.mod h1:4BzmtoM/PI8fPO4aQGIusjGxGir2BzcV0grWtFzq1Y8=
 github.com/RaveNoX/go-jsoncommentstrip v1.0.0/go.mod h1:78ihd09MekBnJnxpICcwzCMzGrKSKYe4AqU6PDYYpjk=
-github.com/antithesishq/antithesis-sdk-go v0.5.0-default-no-op h1:Ucf+QxEKMbPogRO5guBNe5cgd9uZgfoJLOYs8WWhtjM=
-github.com/antithesishq/antithesis-sdk-go v0.5.0-default-no-op/go.mod h1:IUpT2DPAKh6i/YhSbt6Gl3v2yvUZjmKncl7U91fup7E=
+github.com/antithesishq/antithesis-sdk-go v0.6.0-default-no-op h1:kpBdlEPbRvff0mDD1gk7o9BhI16b9p5yYAXRlidpqJE=
+github.com/antithesishq/antithesis-sdk-go v0.6.0-default-no-op/go.mod h1:IUpT2DPAKh6i/YhSbt6Gl3v2yvUZjmKncl7U91fup7E=
 github.com/apapsch/go-jsonmerge/v2 v2.0.0 h1:axGnT1gRIfimI7gJifB699GoE/oq+F2MU7Dml6nw9rQ=
 github.com/apapsch/go-jsonmerge/v2 v2.0.0/go.mod h1:lvDnEdqiQrp0O42VQGgmlKpxL1AP2+08jFMw88y4klk=
 github.com/beorn7/perks v1.0.1 h1:VlbKKnNfV8bJzeqoa4cOKqO6bYr3WgKZxO8Z16+hsOM=
 github.com/beorn7/perks v1.0.1/go.mod h1:G2ZrVWU2WbWT9wwq4/hrbKbnv/1ERSJQ0ibhJ6rlkpw=
 github.com/bmatcuk/doublestar v1.1.1/go.mod h1:UD6OnuiIn0yFxxA2le/rnRU1G4RaI4UvFv1sNto9p6w=
+github.com/cenkalti/backoff/v4 v4.2.1 h1:y4OZtCnogmCPw98Zjyt5a6+QwPLGkiQsYW5oUqylYbM=
+github.com/cenkalti/backoff/v4 v4.2.1/go.mod h1:Y3VNntkOUPxTVeUxJ/G5vcM//AlwfmyYozVcomhLiZE=
 github.com/cespare/xxhash/v2 v2.3.0 h1:UL815xU9SqsFlibzuggzjXhog7bL6oX9BbNZnL2UFvs=
 github.com/cespare/xxhash/v2 v2.3.0/go.mod h1:VGX0DQ3Q6kWi7AoAeZDth3/j3BFtOZR5XLFGgcrjCOs=
+github.com/coder/websocket v1.8.14 h1:9L0p0iKiNOibykf283eHkKUHHrpG7f65OE3BhhO7v9g=
+github.com/coder/websocket v1.8.14/go.mod h1:NX3SzP+inril6yawo5CQXx8+fk145lPDC6pumgx0mVg=
+github.com/containerd/containerd v1.7.12 h1:+KQsnv4VnzyxWcfO9mlxxELaoztsDEjOuCMPAuPqgU0=
+github.com/containerd/containerd v1.7.12/go.mod h1:/5OMpE1p0ylxtEUGY8kuCYkDRzJm9NO1TFMWjUpdevk=
+github.com/containerd/log v0.1.0 h1:TCJt7ioM2cr/tfR8GPbGf9/VRAX8D2B4PjzCpfX540I=
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 github.com/stretchr/testify v1.11.1/go.mod h1:wZwfW3scLgRK+23gO65QZefKpKQRnfz6sD981Nm4B6U=
-github.com/tklauser/go-sysconf v0.3.16 h1:frioLaCQSsF5Cy1jgRBrzr6t502KIIwQ0MArYICU0nA=
-github.com/tklauser/go-sysconf v0.3.16/go.mod h1:/qNL9xxDhc7tx3HSRsLWNnuzbVfh3e7gh/BmM179nYI=
-github.com/tklauser/numcpus v0.11.0 h1:nSTwhKH5e1dMNsCdVBukSZrURJRoHbSEQjdEbY+9RXw=
-github.com/tklauser/numcpus v0.11.0/go.mod h1:z+LwcLq54uWZTX0u/bGobaV34u6V7KNlTZejzM6/3MQ=
+github.com/testcontainers/testcontainers-go v0.26.0 h1:uqcYdoOHBy1ca7gKODfBd9uTHVK3a7UL848z09MVZ0c=
+github.com/testcontainers/testcontainers-go v0.26.0/go.mod h1:ICriE9bLX5CLxL9OFQ2N+2N+f+803LNJ1utJb1+Inx0=
+github.com/tklauser/go-sysconf v0.4.0 h1:7H0uAN+7RkwWRaxhYXDLqa5V3LPrJeV8wmD9dRUgPQU=
+github.com/tklauser/go-sysconf v0.4.0/go.mod h1:8mTNWyog7H+MpKijp4VmKJAd2bbYQ2zuUwkYRbUArPI=
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+github.com/yusufpapurcu/wmi v1.2.3 h1:E1ctvB7uKFMOJw3fdOW32DwGE9I7t++CRUEMKvFoFiw=
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 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.org/x/crypto v0.49.0 h1:+Ng2ULVvLHnJ/ZFEq4KdcDd/cfjrrjjNSXNzxg0Y4U4=
-golang.org/x/crypto v0.49.0/go.mod h1:ErX4dUh2UM+CFYiXZRTcMpEcN8b/1gxEuv3nODoYtCA=
-golang.org/x/net v0.52.0 h1:He/TN1l0e4mmR3QqHMT2Xab3Aj3L9qjbhRm78/6jrW0=
-golang.org/x/net v0.52.0/go.mod h1:R1MAz7uMZxVMualyPXb+VaqGSa3LIaUqk0eEt3w36Sw=
-golang.org/x/sys v0.0.0-20210122093101-04d7465088b8/go.mod h1:h1NjWce9XRLGQEsW7wpKNCjG9DtNlClVuFLEZdDNbEs=
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-golang.org/x/sys v0.42.0/go.mod h1:4GL1E5IUh+htKOUEOaiffhrAeqysfVGipDYzABqnCmw=
-golang.org/x/time v0.14.0 h1:MRx4UaLrDotUKUdCIqzPC48t1Y9hANFKIRpNx+Te8PI=
-golang.org/x/time v0.14.0/go.mod h1:eL/Oa2bBBK0TkX57Fyni+NgnyQQN4LitPmob2Hjnqw4=
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--- a/internal/metricRouter/metricRouter.go
+++ b/internal/metricRouter/metricRouter.go
@@ -35,18 +35,18 @@ type metricRouterTagConfig struct {

 // Metric router configuration
 type metricRouterConfig struct {
-	HostnameTagName   string                               `json:"hostname_tag"`        // Key name used when adding the hostname to a metric (default 'hostname')
-	AddTags           []metricRouterTagConfig              `json:"add_tags"`            // List of tags that are added when the condition is met
-	DelTags           []metricRouterTagConfig              `json:"delete_tags"`         // List of tags that are removed when the condition is met
-	IntervalAgg       []agg.MetricAggregatorIntervalConfig `json:"interval_aggregates"` // List of aggregation function processed at the end of an interval
-	DropMetrics       []string                             `json:"drop_metrics"`        // List of metric names to drop. For fine-grained dropping use drop_metrics_if
-	DropMetricsIf     []string                             `json:"drop_metrics_if"`     // List of evaluatable terms to drop metrics
-	RenameMetrics     map[string]string                    `json:"rename_metrics"`      // Map to rename metric name from key to value
-	IntervalStamp     bool                                 `json:"interval_timestamp"`  // Update timestamp periodically by ticker each interval?
-	NumCacheIntervals int                                  `json:"num_cache_intervals"` // Number of intervals of cached metrics for evaluation
-	MaxForward        int                                  `json:"max_forward"`         // Number of maximal forwarded metrics at one select
-	NormalizeUnits    bool                                 `json:"normalize_units"`     // Check unit meta flag and normalize it using cc-units
-	ChangeUnitPrefix  map[string]string                    `json:"change_unit_prefix"`  // Add prefix that should be applied to the metrics
+	HostnameTagName   string                               `json:"hostname_tag,omitempty"`        // Key name used when adding the hostname to a metric (default 'hostname')
+	AddTags           []metricRouterTagConfig              `json:"add_tags,omitempty"`            // List of tags that are added when the condition is met
+	DelTags           []metricRouterTagConfig              `json:"delete_tags,omitempty"`         // List of tags that are removed when the condition is met
+	IntervalAgg       []agg.MetricAggregatorIntervalConfig `json:"interval_aggregates,omitempty"` // List of aggregation function processed at the end of an interval
+	DropMetrics       []string                             `json:"drop_metrics,omitempty"`        // List of metric names to drop. For fine-grained dropping use drop_metrics_if
+	DropMetricsIf     []string                             `json:"drop_metrics_if,omitempty"`     // List of evaluatable terms to drop metrics
+	RenameMetrics     map[string]string                    `json:"rename_metrics,omitempty"`      // Map to rename metric name from key to value
+	IntervalStamp     bool                                 `json:"interval_timestamp,omitempty"`  // Update timestamp periodically by ticker each interval?
+	NumCacheIntervals int                                  `json:"num_cache_intervals,omitempty"` // Number of intervals of cached metrics for evaluation
+	MaxForward        int                                  `json:"max_forward,omitempty"`         // Number of maximal forwarded metrics at one select
+	NormalizeUnits    bool                                 `json:"normalize_units,omitempty"`     // Check unit meta flag and normalize it using cc-units
+	ChangeUnitPrefix  map[string]string                    `json:"change_unit_prefix,omitempty"`  // Add prefix that should be applied to the metrics
 	MessageProcessor  json.RawMessage                      `json:"process_messages,omitempty"`
 }

@@ -297,7 +297,7 @@ func (r *metricRouter) Start() {

 			case timestamp := <-timeChan:
 				r.timestamp = timestamp
-				cclog.ComponentDebug("MetricRouter", "Update timestamp", r.timestamp.UnixNano())
+				cclog.ComponentDebugf("MetricRouter", "Update timestamp %d", r.timestamp.UnixNano())

 			case p := <-r.coll_input:
 				coll_forward(p)
--- a/scripts/cc-metric-collector.deb.control
+++ b/scripts/cc-metric-collector.deb.control
@@ -6,7 +6,7 @@ Installed-Size: {INSTALLED_SIZE}
 Architecture: {ARCH}
 Maintainer: thomas.gruber@fau.de
 Depends: libc6 (>= 2.2.1)
-Build-Depends: debhelper-compat (= 13), git, golang-go
+Build-Depends: debhelper-compat (= 13), git, golang-go, libdrm-dev
 Description: Metric collection daemon from the ClusterCockpit suite
 Homepage: https://github.com/ClusterCockpit/cc-metric-collector
 Source: cc-metric-collector
--- a/scripts/cc-metric-collector.spec
+++ b/scripts/cc-metric-collector.spec
@@ -29,7 +29,7 @@ make


 %install
-install -Dpm 0750 %{name} %{buildroot}%{_bindir}/%{name}
+install -Dpm 0755 %{name} %{buildroot}%{_bindir}/%{name}
 install -Dpm 0600 example-configs/config.json %{buildroot}%{_sysconfdir}/%{name}/%{name}.json
 install -Dpm 0600 example-configs/collectors.json %{buildroot}%{_sysconfdir}/%{name}/collectors.json
 install -Dpm 0600 example-configs/sinks.json %{buildroot}%{_sysconfdir}/%{name}/sinks.json
@@ -54,7 +54,7 @@ install -Dpm 0644 scripts/%{name}.sysusers %{buildroot}%{_sysusersdir}/%{name}.c

 %files
 # Binary
-%attr(-,clustercockpit,clustercockpit) %{_bindir}/%{name}
+%attr(-,root,root) %{_bindir}/%{name}
 # Config
 %dir %{_sysconfdir}/%{name}
 %attr(0600,clustercockpit,clustercockpit) %config(noreplace) %{_sysconfdir}/%{name}/%{name}.json
Author	SHA1	Message	Date
Thomas Roehl	c9dfca622f	Update cclog calls in latest IB Collector	2026-06-08 14:58:29 +02:00
Thomas Roehl	3b0638e815	Merge branch 'main' into cclog_update	2026-06-08 14:57:31 +02:00
Thomas Roehl	037b4f1526	Update cclog calls	2026-06-08 14:52:24 +02:00
Holger Obermaier	bed5491068	Fix Overflows in Infiniband collector (#219 ) * Add information about the used infiniband counters * Change datatype from int64 to uint64 * uint64 subtraction handles wraparound automatically * Compute total rates by summing up the xmit and recv rates. This avoids overflows in the raw counters * Check for cases where the current counter can not be saved as last state * Use golang variable naming convention (camelCase)	2026-06-08 14:00:09 +02:00
dependabot[bot]	a2eba41150	Bump golang.design/x/thread Bumps [golang.design/x/thread](https://github.com/golang-design/thread) from 0.0.0-20210122121316-335e9adffdf1 to 0.3.2. - [Release notes](https://github.com/golang-design/thread/releases) - [Commits](https://github.com/golang-design/thread/commits/v0.3.2) --- updated-dependencies: - dependency-name: golang.design/x/thread dependency-version: 0.3.2 dependency-type: direct:production update-type: version-update:semver-minor ... Signed-off-by: dependabot[bot] <support@github.com>	2026-06-08 13:10:27 +02:00
Thomas Roehl	5d55ee7a77	Fix lint errors	2026-06-02 16:35:11 +02:00
Thomas Roehl	5938368a76	Add collector to get Nvidia GPM metrics	2026-06-02 13:52:44 +02:00
dependabot[bot]	077204d39f	Bump github.com/tklauser/go-sysconf from 0.3.16 to 0.4.0 Bumps [github.com/tklauser/go-sysconf](https://github.com/tklauser/go-sysconf) from 0.3.16 to 0.4.0. - [Release notes](https://github.com/tklauser/go-sysconf/releases) - [Commits](https://github.com/tklauser/go-sysconf/compare/v0.3.16...v0.4.0) --- updated-dependencies: - dependency-name: github.com/tklauser/go-sysconf dependency-version: 0.4.0 dependency-type: direct:production update-type: version-update:semver-minor ... Signed-off-by: dependabot[bot] <support@github.com>	2026-05-25 12:17:29 +02:00
dependabot[bot]	dcc9746df4	Bump golang.org/x/sys from 0.43.0 to 0.45.0 Bumps [golang.org/x/sys](https://github.com/golang/sys) from 0.43.0 to 0.45.0. - [Commits](https://github.com/golang/sys/compare/v0.43.0...v0.45.0) --- updated-dependencies: - dependency-name: golang.org/x/sys dependency-version: 0.45.0 dependency-type: direct:production update-type: version-update:semver-minor ... Signed-off-by: dependabot[bot] <support@github.com>	2026-05-25 12:10:50 +02:00
dependabot[bot]	2c51a3ed72	Bump github.com/fsnotify/fsnotify from 1.10.0 to 1.10.1 Bumps [github.com/fsnotify/fsnotify](https://github.com/fsnotify/fsnotify) from 1.10.0 to 1.10.1. - [Release notes](https://github.com/fsnotify/fsnotify/releases) - [Changelog](https://github.com/fsnotify/fsnotify/blob/main/CHANGELOG.md) - [Commits](https://github.com/fsnotify/fsnotify/compare/v1.10.0...v1.10.1) --- updated-dependencies: - dependency-name: github.com/fsnotify/fsnotify dependency-version: 1.10.1 dependency-type: direct:production update-type: version-update:semver-patch ... Signed-off-by: dependabot[bot] <support@github.com>	2026-05-25 12:10:16 +02:00
Holger Obermaier	656ea73d12	Fix: num_cpus could not be excluded	2026-05-07 14:47:23 +02:00
Holger Obermaier	330f923596	Fixed exclude_metrics and check for used metrics	2026-05-07 12:25:07 +02:00
Holger Obermaier	8e58072ff6	Use NewMetric to create a new metric	2026-05-06 13:22:02 +02:00
Holger Obermaier	0f6fee9db4	Do not save current state of infiniband counters, only last state is required	2026-05-06 10:42:06 +02:00
Holger Obermaier	7585ee7289	Add bandwidth metrics for ib_total and ib_total_pkts	2026-05-05 14:13:38 +02:00
Michael Panzlaff	30b2eb69dd	Merge pull request #213 from ClusterCockpit/fix/libdrm-ubuntu-deb CI: Install libdrm-dev for building (required on Ubuntu)	2026-05-04 14:30:44 +02:00
Michael Panzlaff	2a51bd17f3	CI: Install libdrm-dev for building (required on Ubuntu)	2026-05-04 14:17:59 +02:00
dependabot[bot]	34d3d8970e	Bump github.com/fsnotify/fsnotify from 1.9.0 to 1.10.0 Bumps [github.com/fsnotify/fsnotify](https://github.com/fsnotify/fsnotify) from 1.9.0 to 1.10.0. - [Release notes](https://github.com/fsnotify/fsnotify/releases) - [Changelog](https://github.com/fsnotify/fsnotify/blob/main/CHANGELOG.md) - [Commits](https://github.com/fsnotify/fsnotify/compare/v1.9.0...v1.10.0) --- updated-dependencies: - dependency-name: github.com/fsnotify/fsnotify dependency-version: 1.10.0 dependency-type: direct:production update-type: version-update:semver-minor ... Signed-off-by: dependabot[bot] <support@github.com>	2026-05-04 13:30:59 +02:00
dependabot[bot]	50c7eba192	Bump github.com/ClusterCockpit/cc-lib/v2 from 2.11.0 to 2.12.0 Bumps [github.com/ClusterCockpit/cc-lib/v2](https://github.com/ClusterCockpit/cc-lib) from 2.11.0 to 2.12.0. - [Release notes](https://github.com/ClusterCockpit/cc-lib/releases) - [Commits](https://github.com/ClusterCockpit/cc-lib/compare/v2.11.0...v2.12.0) --- updated-dependencies: - dependency-name: github.com/ClusterCockpit/cc-lib/v2 dependency-version: 2.12.0 dependency-type: direct:production update-type: version-update:semver-minor ... Signed-off-by: dependabot[bot] <support@github.com>	2026-04-27 12:13:32 +02:00
Michael Panzlaff	d215cabb3e	rpm: The installed binary is not secret and should be rx'able	2026-04-13 12:28:48 +02:00
Michael Panzlaff	86da3c15f7	rpm: The main binary should be owner by root The system user should not be allowed to modify the ccmc binary.	2026-04-08 16:46:19 +02:00
Michael Panzlaff	93cd397b79	Revert "rpm: chown on /usr/bin/cc-metric-collector is unnecessary" This reverts commit `65b9c0ea14`.	2026-04-08 16:45:57 +02:00
Michael Panzlaff	65b9c0ea14	rpm: chown on /usr/bin/cc-metric-collector is unnecessary The file belongs to root otherwise. The monitoring user can already execute it. The monitoring user should not be allowed to change the file, which is slightly more restricting. However it is in line with what 99.9% of packages will do.	2026-04-08 15:56:11 +02:00
dependabot[bot]	0ecf06cee7	Bump github.com/ClusterCockpit/go-rocm-smi from 0.3.0 to 0.4.0 Bumps [github.com/ClusterCockpit/go-rocm-smi](https://github.com/ClusterCockpit/go-rocm-smi) from 0.3.0 to 0.4.0. - [Commits](https://github.com/ClusterCockpit/go-rocm-smi/compare/v0.3...v0.4.0) --- updated-dependencies: - dependency-name: github.com/ClusterCockpit/go-rocm-smi dependency-version: 0.4.0 dependency-type: direct:production update-type: version-update:semver-minor ... Signed-off-by: dependabot[bot] <support@github.com>	2026-03-30 13:08:36 +02:00
Thomas Roehl	9eaf77db4f	Update README.md	2026-03-24 19:50:51 +01:00
Thomas Roehl	7cb5d1b47a	Add/update sudo configuration to all collectors with 'use_sudo'	2026-03-24 19:50:41 +01:00
Thomas Roehl	319e71a853	IpmiCollector: Remove unused configuration 'exclude_devices'	2026-03-24 19:48:34 +01:00