Adapt svelte to new schema, add removed metric box

- Moved 'scope' field to parent jobMetric
- Implemented unit { prefix, base } where necessary
- SubCluster Metric Config 'remove' option implemented in Joblists

internal/graph/schema.resolvers.go

@@ -269,6 +269,7 @@ func (r *queryResolver) NodeMetrics(ctx context.Context, cluster string, nodes [
 			for _, scopedMetric := range scopedMetrics {
 				host.Metrics = append(host.Metrics, &model.JobMetricWithName{
 					Name:   metric,
+					Scope:  schema.MetricScopeNode, // NodeMetrics allow fixed scope?
 					Metric: scopedMetric,
 				})
 			}
@@ -282,7 +283,16 @@ func (r *queryResolver) NodeMetrics(ctx context.Context, cluster string, nodes [
 
 // NumberOfNodes is the resolver for the numberOfNodes field.
 func (r *subClusterResolver) NumberOfNodes(ctx context.Context, obj *schema.SubCluster) (int, error) {
-	panic(fmt.Errorf("not implemented: NumberOfNodes - numberOfNodes"))
+	nodeList, err := archive.ParseNodeList(obj.Nodes)
+	if err != nil {
+		return 0, err
+	}
+	// log.Debugf(">>>> See raw list definition here: %v", nodeList)
+	stringList := nodeList.PrintList()
+	// log.Debugf(">>>> See parsed list here: %v", stringList)
+	numOfNodes := len(stringList)
+	// log.Debugf(">>>> See numOfNodes here: %v", len(stringList))
+	return numOfNodes, nil
 }
 
 // Cluster returns generated.ClusterResolver implementation.

internal/metricdata/metricdata.go

@@ -324,10 +324,13 @@ func ArchiveJob(job *schema.Job, ctx context.Context) (*schema.JobMeta, error) {
 		}
 
 		jobMeta.Statistics[metric] = schema.JobStatistics{
-			Unit: archive.GetMetricConfig(job.Cluster, metric).Unit,
+			Unit: schema.Unit{
-			Avg:  avg / float64(job.NumNodes),
+				Prefix: archive.GetMetricConfig(job.Cluster, metric).Unit.Prefix,
-			Min:  min,
+				Base:   archive.GetMetricConfig(job.Cluster, metric).Unit.Base,
-			Max:  max,
+			},
+			Avg: avg / float64(job.NumNodes),
+			Min: min,
+			Max: max,
 		}
 	}
 

pkg/archive/nodelist.go

@@ -14,6 +14,8 @@ import (
 
 type NodeList [][]interface {
 	consume(input string) (next string, ok bool)
+	limits() []map[string]int64
+	prefix() string
 }
 
 func (nl *NodeList) Contains(name string) bool {
@@ -35,6 +37,29 @@ func (nl *NodeList) Contains(name string) bool {
 	return false
 }
 
+func (nl *NodeList) PrintList() []string {
+	var out []string
+	for _, term := range *nl {
+		// log.Debugf("Term: %v", term)
+
+		prefix := term[0].prefix()
+		// log.Debugf("Prefix as String: %s", prefix)
+
+		limitArr := term[1].limits()
+		for _, inner := range limitArr {
+			for i := inner["start"]; i < inner["end"]+1; i++ {
+				node := fmt.Sprintf("%s%02d", prefix, i)
+				out = append(out, node)
+			}
+			// log.Debugf("Inner Map @ %d: %#v", indx, inner)
+			// log.Debugf("Start: %#v", inner["start"])
+			// log.Debugf("End: %#v", inner["end"])
+		}
+	}
+	// log.Debugf("Node List as Strings: %#v", out)
+	return out
+}
+
 type NLExprString string
 
 func (nle NLExprString) consume(input string) (next string, ok bool) {
@@ -45,6 +70,16 @@ func (nle NLExprString) consume(input string) (next string, ok bool) {
 	return "", false
 }
 
+func (nle NLExprString) limits() []map[string]int64 {
+	// Null implementation to  fullfill interface requirement
+	l := make([]map[string]int64, 0)
+	return l
+}
+
+func (nle NLExprString) prefix() string {
+	return string(nle)
+}
+
 type NLExprIntRanges []NLExprIntRange
 
 func (nles NLExprIntRanges) consume(input string) (next string, ok bool) {
@@ -56,6 +91,22 @@ func (nles NLExprIntRanges) consume(input string) (next string, ok bool) {
 	return "", false
 }
 
+func (nles NLExprIntRanges) limits() []map[string]int64 {
+	l := make([]map[string]int64, 0)
+	for _, nle := range nles {
+		inner := nle.limits()
+		// log.Debugf("limits @ nles: %#v", inner)
+		l = append(l, inner[0])
+	}
+	return l
+}
+
+func (nles NLExprIntRanges) prefix() string {
+	// Null implementation to  fullfill interface requirement
+	var s string
+	return s
+}
+
 type NLExprIntRange struct {
 	start, end int64
 	zeroPadded bool
@@ -89,6 +140,22 @@ func (nle NLExprIntRange) consume(input string) (next string, ok bool) {
 	return "", false
 }
 
+func (nle NLExprIntRange) limits() []map[string]int64 {
+	l := make([]map[string]int64, 0)
+	m := make(map[string]int64)
+	m["start"] = nle.start
+	m["end"] = nle.end
+	l = append(l, m)
+	// log.Debugf("limits @ nle: %#v", l)
+	return l
+}
+
+func (nles NLExprIntRange) prefix() string {
+	// Null implementation to  fullfill interface requirement
+	var s string
+	return s
+}
+
 func ParseNodeList(raw string) (NodeList, error) {
 	isLetter := func(r byte) bool { return ('a' <= r && r <= 'z') || ('A' <= r && r <= 'Z') }
 	isDigit := func(r byte) bool { return '0' <= r && r <= '9' }
@@ -116,6 +183,8 @@ func ParseNodeList(raw string) (NodeList, error) {
 	for _, rawterm := range rawterms {
 		exprs := []interface {
 			consume(input string) (next string, ok bool)
+			limits() []map[string]int64
+			prefix() string
 		}{}
 		for i := 0; i < len(rawterm); i++ {
 			c := rawterm[i]

web/frontend/src/Analysis.root.svelte

@@ -30,8 +30,8 @@
     let rooflineMaxY
     let colWidth
     let numBins = 50
-    const ccconfig = getContext('cc-config'),
+    const ccconfig = getContext('cc-config')
-          metricConfig = getContext('metrics')
+    const metricConfig = getContext('metrics')
 
     let metricsInHistograms = ccconfig.analysis_view_histogramMetrics,
         metricsInScatterplots = ccconfig.analysis_view_scatterPlotMetrics
@@ -161,24 +161,29 @@
                     <Histogram
                         width={colWidth - 25} height={300 * 0.5}
                         data={$statsQuery.data.topUsers.sort((a, b) => b.count - a.count).map(({ count }, idx) => ({ count, value: idx }))}
-                        label={(x) => x < $statsQuery.data.topUsers.length ? $statsQuery.data.topUsers[Math.floor(x)].name : '0'} />
+                        label={(x) => x < $statsQuery.data.topUsers.length ? $statsQuery.data.topUsers[Math.floor(x)].name : 'No Users'} 
+                        ylabel="Node Hours [h]"/>
                 {/key}
             </div>
         </div>
         <div class="col-3">
             {#key $statsQuery.data.stats[0].histDuration}
-                <h4>Walltime Distribution</h4>
+                <h4>Duration Distribution</h4>
                 <Histogram
-                    width={colWidth - 25} height={300}
+                    width={colWidth - 25}
-                    data={$statsQuery.data.stats[0].histDuration} />
+                    data={$statsQuery.data.stats[0].histDuration} 
+                    xlabel="Current Runtimes [h]" 
+                    ylabel="Number of Jobs"/>
             {/key}
         </div>
         <div class="col-3">
             {#key $statsQuery.data.stats[0].histNumNodes}
                 <h4>Number of Nodes Distribution</h4>
                 <Histogram
-                    width={colWidth - 25} height={300}
+                    width={colWidth - 25}
-                    data={$statsQuery.data.stats[0].histNumNodes} />
+                    data={$statsQuery.data.stats[0].histNumNodes} 
+                    xlabel="Allocated Nodes [#]"
+                    ylabel="Number of Jobs" />
             {/key}
         </div>
         <div class="col-3">
@@ -189,7 +194,7 @@
             {:else if $rooflineQuery.data && cluster}
                 {#key $rooflineQuery.data}
                     <Roofline
-                        width={colWidth - 25} height={300}
+                        width={colWidth - 25}
                         tiles={$rooflineQuery.data.rooflineHeatmap}
                         cluster={cluster.subClusters.length == 1 ? cluster.subClusters[0] : null}
                         maxY={rooflineMaxY} />
@@ -224,12 +229,16 @@
                     $footprintsQuery.data.footprints.nodehours,
                     $footprintsQuery.data.footprints.metrics.find(f => f.metric == metric).data, numBins) }))}
                 itemsPerRow={ccconfig.plot_view_plotsPerRow}>
-                <h4>{item.metric} [{metricConfig(cluster.name, item.metric)?.unit}]</h4>
+                <h4>Average Distribution of '{item.metric}'</h4>
 
                 <Histogram
                     width={width} height={250}
                     min={item.min} max={item.max}
-                    data={item.bins} label={item.label} />
+                    data={item.bins} 
+                    label={item.label}
+                    xlabel={`${item.metric} Average [${(metricConfig(cluster.name, item.metric)?.unit?.prefix ? metricConfig(cluster.name, item.metric)?.unit?.prefix : '') +
+                                                       (metricConfig(cluster.name, item.metric)?.unit?.base   ? metricConfig(cluster.name, item.metric)?.unit?.base   : '')}]`}
+                    ylabel="Node Hours [h]" />
             </PlotTable>
         </Col>
     </Row>
@@ -254,12 +263,18 @@
 
                 <ScatterPlot
                     width={width} height={250} color={"rgba(0, 102, 204, 0.33)"}
-                    xLabel={`${item.m1} [${metricConfig(cluster.name, item.m1)?.unit}]`}
+                    xLabel={`${item.m1} [${(metricConfig(cluster.name, item.m1)?.unit?.prefix ? metricConfig(cluster.name, item.m1)?.unit?.prefix : '') + 
-                    yLabel={`${item.m2} [${metricConfig(cluster.name, item.m2)?.unit}]`}
+                                           (metricConfig(cluster.name, item.m1)?.unit?.base   ? metricConfig(cluster.name, item.m1)?.unit?.base   : '')}]`}
+                    yLabel={`${item.m2} [${(metricConfig(cluster.name, item.m2)?.unit?.prefix ? metricConfig(cluster.name, item.m2)?.unit?.prefix : '') + 
+                                           (metricConfig(cluster.name, item.m2)?.unit?.base   ? metricConfig(cluster.name, item.m2)?.unit?.base   : '')}]`}
                     X={item.f1} Y={item.f2} S={$footprintsQuery.data.footprints.nodehours} />
             </PlotTable>
         </Col>
     </Row>
 {/if}
 
-
+<style>
+    h4 {
+        text-align: center;
+    }
+</style>

web/frontend/src/Job.root.svelte

@@ -81,7 +81,7 @@
         missingMetrics = metricNames.filter(metric => !metrics.some(jm => jm.name == metric))
         missingHosts = job.resources.map(({ hostname }) => ({
             hostname: hostname,
-            metrics: metricNames.filter(metric => !metrics.some(jm => jm.metric.scope == 'node' && jm.metric.series.some(series => series.hostname == hostname)))
+            metrics: metricNames.filter(metric => !metrics.some(jm => jm.scope == 'node' && jm.metric.series.some(series => series.hostname == hostname)))
         })).filter(({ metrics }) => metrics.length > 0)
         somethingMissing = missingMetrics.length > 0 || missingHosts.length > 0
     }
@@ -114,8 +114,8 @@
                 cluster={clusters
                     .find(c => c.name == $initq.data.job.cluster).subClusters
                     .find(sc => sc.name == $initq.data.job.subCluster)}
-                flopsAny={$jobMetrics.data.jobMetrics.find(m => m.name == 'flops_any' && m.metric.scope == 'node').metric}
+                flopsAny={$jobMetrics.data.jobMetrics.find(m => m.name == 'flops_any' && m.scope == 'node').metric}
-                memBw={$jobMetrics.data.jobMetrics.find(m => m.name == 'mem_bw' && m.metric.scope == 'node').metric} />
+                memBw={$jobMetrics.data.jobMetrics.find(m => m.name == 'mem_bw' && m.scope == 'node').metric} />
         </Col>
     {:else}
         <Col></Col>
@@ -163,8 +163,9 @@
                         bind:this={plots[item.metric]}
                         on:more-loaded={({ detail }) => statsTable.moreLoaded(detail)}
                         job={$initq.data.job}
-                        metric={item.metric}
+                        metricName={item.metric}
-                        scopes={item.data.map(x => x.metric)}
+                        rawData={item.data.map(x => x.metric)}
+                        scopes={item.data.map(x => x.scope)}
                         width={width}/>
                 {:else}
                     <Card body color="warning">No data for <code>{item.metric}</code></Card>

web/frontend/src/Metric.svelte

@@ -5,21 +5,36 @@
     import { fetchMetrics, minScope } from './utils'
 
     export let job
-    export let metric
+    export let metricName
     export let scopes
     export let width
+    export let rawData
 
     const dispatch = createEventDispatcher()
     const cluster = getContext('clusters').find(cluster => cluster.name == job.cluster)
     const subCluster = cluster.subClusters.find(subCluster => subCluster.name == job.subCluster)
-    const metricConfig = cluster.metricConfig.find(metricConfig => metricConfig.name == metric)
+    const metricConfig = cluster.metricConfig.find(metricConfig => metricConfig.name == metricName)
+    
+    let selectedHost = null, plot, fetching = false, error = null
+    let selectedScope = minScope(scopes)
+    let selectedScopeIndex = scopes.findIndex(s => s == selectedScope)
+    
+    // console.log('- Inputs -')
+    // console.log(metricName)
+    // console.log(scopes)
+    // console.log(rawData)
+    // console.log('- Prep Scopes -')
+    // console.log(selectedScope)
+    // console.log(selectedScopeIndex)
 
-    let selectedScope = minScope(scopes.map(s => s.scope)), selectedHost = null, plot, fetching = false, error = null
+    $: avaliableScopes = scopes
-
+    $: data = rawData[selectedScopeIndex]
-    $: avaliableScopes = scopes.map(metric => metric.scope)
-    $: data = scopes.find(metric => metric.scope == selectedScope)
     $: series = data?.series.filter(series => selectedHost == null || series.hostname == selectedHost)
 
+    // console.log('- Prep Data -')
+    // console.log(rawData[selectedScopeIndex])
+    // console.log(rawData[selectedScopeIndex].series.filter(series => selectedHost == null || series.hostname == selectedHost))
+
     let from = null, to = null
     export function setTimeRange(f, t) {
         from = f, to = t
@@ -29,7 +44,7 @@
 
     export async function loadMore() {
         fetching = true
-        let response = await fetchMetrics(job, [metric], ["core"])
+        let response = await fetchMetrics(job, [metricName], ["core"])
         fetching = false
 
         if (response.error) {
@@ -38,9 +53,9 @@
         }
 
         for (let jm of response.data.jobMetrics) {
-            if (jm.metric.scope != "node") {
+            if (jm.scope != "node") {
                 scopes.push(jm.metric)
-                selectedScope = jm.metric.scope
+                selectedScope = jm.scope
                 dispatch('more-loaded', jm)
                 if (!avaliableScopes.includes(selectedScope))
                     avaliableScopes = [...avaliableScopes, selectedScope]
@@ -52,7 +67,8 @@
 </script>
 <InputGroup>
     <InputGroupText style="min-width: 150px;">
-        {metric} ({metricConfig?.unit})
+        {metricName} ({(metricConfig?.unit?.prefix ? metricConfig.unit.prefix : '') +
+                       (metricConfig?.unit?.base   ? metricConfig.unit.base   : '')})
     </InputGroupText>
     <select class="form-select" bind:value={selectedScope}>
         {#each avaliableScopes as scope}
@@ -82,7 +98,7 @@
             width={width} height={300}
             cluster={cluster} subCluster={subCluster}
             timestep={data.timestep}
-            scope={selectedScope} metric={metric}
+            scope={selectedScope} metric={metricName}
             series={series} />
     {/if}
 {/key}

web/frontend/src/Node.root.svelte

@@ -20,16 +20,19 @@
         from.setMinutes(from.getMinutes() - 30)
     }
 
-    const ccconfig = getContext('cc-config'), clusters = getContext('clusters')
+    const ccconfig = getContext('cc-config')
+    const clusters = getContext('clusters')
 
     const nodesQuery = operationStore(`query($cluster: String!, $nodes: [String!], $from: Time!, $to: Time!) {
         nodeMetrics(cluster: $cluster, nodes: $nodes, from: $from, to: $to) {
-            host, subCluster
+            host
+            subCluster
             metrics {
-                name,
+                name
+                scope
                 metric {
                     timestep
-                    scope
+                    unit { base, prefix }
                     series {
                         statistics { min, avg, max }
                         data
@@ -46,6 +49,17 @@
 
     $: $nodesQuery.variables = { cluster, nodes: [hostname], from: from.toISOString(), to: to.toISOString() }
 
+    let metricUnits = {}
+    $: if ($nodesQuery.data) {
+        for (let metric of clusters.find(c => c.name == cluster).metricConfig) {
+            if (metric.unit.prefix || metric.unit.base) {
+                metricUnits[metric.name] = '(' + (metric.unit.prefix ? metric.unit.prefix : '') + (metric.unit.base ? metric.unit.base : '') + ')'
+            } else { // If no unit defined: Omit Unit Display
+                metricUnits[metric.name] = ''
+            }
+        }
+    }
+
     query(nodesQuery)
 
     $: console.log($nodesQuery?.data?.nodeMetrics[0].metrics)
@@ -83,7 +97,7 @@
                 let:width
                 itemsPerRow={ccconfig.plot_view_plotsPerRow}
                 items={$nodesQuery.data.nodeMetrics[0].metrics.sort((a, b) => a.name.localeCompare(b.name))}>
-                <h4 style="text-align: center;">{item.name}</h4>
+                <h4 style="text-align: center;">{item.name} {metricUnits[item.name]}</h4>
                 <MetricPlot
                     width={width} height={300} metric={item.name} timestep={item.metric.timestep}
                     cluster={clusters.find(c => c.name == cluster)} subCluster={$nodesQuery.data.nodeMetrics[0].subCluster}

web/frontend/src/StatsTable.svelte

@@ -11,7 +11,7 @@
     const allMetrics = [...new Set(jobMetrics.map(m => m.name))].sort(),
           scopesForMetric = (metric) => jobMetrics
             .filter(jm => jm.name == metric)
-            .map(jm => jm.metric.scope)
+            .map(jm => jm.scope)
 
     let hosts = job.resources.map(r => r.hostname).sort(),
         selectedScopes = {},
@@ -40,7 +40,7 @@
             s.active = true
         }
 
-        let series = jobMetrics.find(jm => jm.name == metric && jm.metric.scope == 'node')?.metric.series
+        let series = jobMetrics.find(jm => jm.name == metric && jm.scope == 'node')?.metric.series
         sorting = {...sorting}
         hosts = hosts.sort((h1, h2) => {
             let s1 = series.find(s => s.hostname == h1)?.statistics

web/frontend/src/StatsTableEntry.svelte

@@ -5,7 +5,7 @@
     export let jobMetrics
 
     $: series = jobMetrics
-        .find(jm => jm.name == metric && jm.metric.scope == scope)
+        .find(jm => jm.name == metric && jm.scope == scope)
         ?.metric.series.filter(s => s.hostname == host && s.statistics != null)
 </script>
 

web/frontend/src/Status.root.svelte

@@ -15,13 +15,14 @@
     let from = new Date(Date.now() - 5 * 60 * 1000), to = new Date(Date.now())
     const mainQuery = operationStore(`query($cluster: String!, $filter: [JobFilter!]!, $metrics: [String!], $from: Time!, $to: Time!) {
         nodeMetrics(cluster: $cluster, metrics: $metrics, from: $from, to: $to) {
-            host,
+            host
-            subCluster,
+            subCluster
             metrics {
-                name,
+                name
+                scope
                 metric {
-                    scope
+                    timestep
-                    timestep,
+                    unit { base, prefix }
                     series { data }
                 }
             }
@@ -47,13 +48,15 @@
         ? sum + (node.metrics.find(m => m.name == metric)?.metric.series.reduce((sum, series) => sum + series.data[series.data.length - 1], 0) || 0)
         : sum, 0)
 
-    let allocatedNodes = {}, flopRate = {}, memBwRate = {}
+    let allocatedNodes = {}, flopRate = {}, flopRateUnit = {}, memBwRate = {}, memBwRateUnit = {}
     $: if ($initq.data && $mainQuery.data) {
         let subClusters = $initq.data.clusters.find(c => c.name == cluster).subClusters
         for (let subCluster of subClusters) {
             allocatedNodes[subCluster.name] = $mainQuery.data.allocatedNodes.find(({ name }) => name == subCluster.name)?.count || 0
             flopRate[subCluster.name] = Math.floor(sumUp($mainQuery.data.nodeMetrics, subCluster.name, 'flops_any') * 100) / 100
+            flopRateUnit[subCluster.name] = subCluster.flopRateSimd.unit.prefix + subCluster.flopRateSimd.unit.base
             memBwRate[subCluster.name] = Math.floor(sumUp($mainQuery.data.nodeMetrics, subCluster.name, 'mem_bw') * 100) / 100
+            memBwRateUnit[subCluster.name] = subCluster.memoryBandwidth.unit.prefix + subCluster.memoryBandwidth.unit.base
         }
     }
 
@@ -116,13 +119,13 @@
                             </tr>
                             <tr>
                                 <th scope="col">Flop Rate (Any) <Icon name="info-circle" class="p-1" style="cursor: help;" title="Flops[Any] = (Flops[Double] x 2) + Flops[Single]"/></th>
-                                <td style="min-width: 100px;"><div class="col"><Progress value={flopRate[subCluster.name]} max={subCluster.flopRateSimd * subCluster.numberOfNodes}/></div></td>
+                                <td style="min-width: 100px;"><div class="col"><Progress value={flopRate[subCluster.name]} max={subCluster.flopRateSimd.value * subCluster.numberOfNodes}/></div></td>
-                                <td>({formatNumber(flopRate[subCluster.name])}Flops/s / {formatNumber((subCluster.flopRateSimd * subCluster.numberOfNodes))}Flops/s [Max])</td>
+                                <td>({flopRate[subCluster.name]} {flopRateUnit[subCluster.name]} / {(subCluster.flopRateSimd.value * subCluster.numberOfNodes)} {flopRateUnit[subCluster.name]} [Max])</td>
                             </tr>
                             <tr>
                                 <th scope="col">MemBw Rate</th>
-                                <td style="min-width: 100px;"><div class="col"><Progress value={memBwRate[subCluster.name]} max={subCluster.memoryBandwidth * subCluster.numberOfNodes}/></div></td>
+                                <td style="min-width: 100px;"><div class="col"><Progress value={memBwRate[subCluster.name]} max={subCluster.memoryBandwidth.value * subCluster.numberOfNodes}/></div></td>
-                                <td>({formatNumber(memBwRate[subCluster.name])}Byte/s / {formatNumber((subCluster.memoryBandwidth * subCluster.numberOfNodes))}Byte/s [Max])</td>
+                                <td>({memBwRate[subCluster.name]} {memBwRateUnit[subCluster.name]} / {(subCluster.memoryBandwidth.value * subCluster.numberOfNodes)} {memBwRateUnit[subCluster.name]} [Max])</td>
                             </tr>
                         </Table>
                     </CardBody>
@@ -150,7 +153,7 @@
                 <h4 class="mb-3 text-center">Top Users</h4>
                 {#key $mainQuery.data}
                     <Histogram
-                        width={colWidth1 - 25} height={300}
+                        width={colWidth1 - 25}
                         data={$mainQuery.data.topUsers.sort((a, b) => b.count - a.count).map(({ count }, idx) => ({ count, value: idx }))}
                         label={(x) => x < $mainQuery.data.topUsers.length ? $mainQuery.data.topUsers[Math.floor(x)].name : '0'}
                         xlabel="User Name" ylabel="Number of Jobs" />
@@ -172,7 +175,7 @@
             <h4 class="mb-3 text-center">Top Projects</h4>
             {#key $mainQuery.data}
                 <Histogram
-                    width={colWidth1 - 25} height={300}
+                    width={colWidth1 - 25}
                     data={$mainQuery.data.topProjects.sort((a, b) => b.count - a.count).map(({ count }, idx) => ({ count, value: idx }))}
                     label={(x) => x < $mainQuery.data.topProjects.length ? $mainQuery.data.topProjects[Math.floor(x)].name : '0'}
                     xlabel="Project Code" ylabel="Number of Jobs" />
@@ -193,9 +196,10 @@
                 <h4 class="mb-3 text-center">Duration Distribution</h4>
                 {#key $mainQuery.data.stats}
                     <Histogram
-                        width={colWidth2 - 25} height={300}
+                        width={colWidth2 - 25}
                         data={$mainQuery.data.stats[0].histDuration}
-                        xlabel="Current Runtime in Hours [h]" ylabel="Number of Jobs" />
+                        xlabel="Current Runtimes [h]" 
+                        ylabel="Number of Jobs" />
                 {/key}
             </div>
         </Col>
@@ -203,9 +207,10 @@
             <h4 class="mb-3 text-center">Number of Nodes Distribution</h4>
             {#key $mainQuery.data.stats}
                 <Histogram
-                    width={colWidth2 - 25} height={300}
+                    width={colWidth2 - 25}
                     data={$mainQuery.data.stats[0].histNumNodes}
-                    xlabel="Allocated Nodes" ylabel="Number of Jobs" />
+                    xlabel="Allocated Nodes [#]"
+                    ylabel="Number of Jobs" />
             {/key}
         </Col>
     </Row>

web/frontend/src/Systems.root.svelte

@@ -28,13 +28,14 @@
 
     const nodesQuery = operationStore(`query($cluster: String!, $metrics: [String!], $from: Time!, $to: Time!) {
         nodeMetrics(cluster: $cluster, metrics: $metrics, from: $from, to: $to) {
-            host,
+            host
             subCluster
             metrics {
-                name,
+                name
+                scope
                 metric {
-                    scope
+                    timestep
-                    timestep,
+                    unit { base, prefix }
                     series {
                         statistics { min, avg, max }
                         data
@@ -49,6 +50,18 @@
         to: to.toISOString()
     })
 
+    let metricUnits = {}
+    $: if ($nodesQuery.data) {
+        let thisCluster = clusters.find(c => c.name == cluster)
+        for (let metric of thisCluster.metricConfig) {
+            if (metric.unit.prefix || metric.unit.base) {
+                metricUnits[metric.name] = '(' + (metric.unit.prefix ? metric.unit.prefix : '') + (metric.unit.base ? metric.unit.base : '') + ')'
+            } else { // If no unit defined: Omit Unit Display
+                metricUnits[metric.name] = ''
+            }
+        }
+    }
+
     $: $nodesQuery.variables = { cluster, metrics: [selectedMetric], from: from.toISOString(), to: to.toISOString() }
 
     query(nodesQuery)
@@ -71,7 +84,7 @@
                 <InputGroupText>Metric</InputGroupText>
                 <select class="form-select" bind:value={selectedMetric}>
                     {#each clusters.find(c => c.name == cluster).metricConfig as metric}
-                        <option value={metric.name}>{metric.name} ({metric.unit})</option>
+                        <option value={metric.name}>{metric.name} {metricUnits[metric.name]}</option>
                     {/each}
                 </select>
             </InputGroup>
@@ -98,8 +111,8 @@
                 let:width
                 itemsPerRow={ccconfig.plot_view_plotsPerRow}
                 items={$nodesQuery.data.nodeMetrics
-                    .filter(h => h.host.includes(hostnameFilter) && h.metrics.some(m => m.name == selectedMetric && m.metric.scope == 'node'))
+                    .filter(h => h.host.includes(hostnameFilter) && h.metrics.some(m => m.name == selectedMetric && m.scope == 'node'))
-                    .map(h => ({ host: h.host, subCluster: h.subCluster, data: h.metrics.find(m => m.name == selectedMetric && m.metric.scope == 'node') }))
+                    .map(h => ({ host: h.host, subCluster: h.subCluster, data: h.metrics.find(m => m.name == selectedMetric && m.scope == 'node') }))
                     .sort((a, b) => a.host.localeCompare(b.host))}>
 
                 <h4 style="width: 100%; text-align: center;"><a href="/monitoring/node/{cluster}/{item.host}">{item.host} ({item.subCluster})</a></h4>

web/frontend/src/User.root.svelte

@@ -136,19 +136,23 @@
             </Table>
         </Col>
         <div class="col-4" style="text-align: center;" bind:clientWidth={w1}>
-            <b>Walltime</b>
+            <b>Duration Distribution</b>
             {#key $stats.data.jobsStatistics[0].histDuration}
                 <Histogram
                     data={$stats.data.jobsStatistics[0].histDuration}
-                    width={w1 - 25} height={histogramHeight} />
+                    width={w1 - 25} height={histogramHeight}
+                    xlabel="Current Runtimes [h]" 
+                    ylabel="Number of Jobs"/>
             {/key}
         </div>
         <div class="col-4" style="text-align: center;" bind:clientWidth={w2}>
-            <b>Number of Nodes</b>
+            <b>Number of Nodes Distribution</b>
             {#key $stats.data.jobsStatistics[0].histNumNodes}
                 <Histogram
                     data={$stats.data.jobsStatistics[0].histNumNodes}
-                    width={w2 - 25} height={histogramHeight} />
+                    width={w2 - 25} height={histogramHeight}
+                    xlabel="Allocated Nodes [#]"
+                    ylabel="Number of Jobs" />
             {/key}
         </div>
     {/if}

web/frontend/src/joblist/JobList.svelte

@@ -101,9 +101,11 @@
                             {#if $initialized}
                                 ({clusters
                                     .map(cluster => cluster.metricConfig.find(m => m.name == metric))
-                                    .filter(m => m != null).map(m => m.unit)
+                                    .filter(m => m != null)
-                                    .reduce((arr, unit) => arr.includes(unit) ? arr : [...arr, unit], [])
+                                    .map(m => (m.unit?.prefix?m.unit?.prefix:'') + (m.unit?.base?m.unit?.base:'')) // Build unitStr
-                                    .join(', ')})
+                                    .reduce((arr, unitStr) => arr.includes(unitStr) ? arr : [...arr, unitStr], []) // w/o this, output would be [unitStr, unitStr]
+                                    .join(', ')
+                                })
                             {/if}
                         </th>
                     {/each}

web/frontend/src/joblist/Row.svelte

@@ -24,12 +24,14 @@
     let scopes = [job.numNodes == 1 ? 'core' : 'node']
 
     const cluster = getContext('clusters').find(c => c.name == job.cluster)
-
+    // Get all MetricConfs which include subCluster-specific settings for this job
+    const metricConfig = getContext('metrics')
     const metricsQuery = operationStore(`query($id: ID!, $metrics: [String!]!, $scopes: [MetricScope!]!) {
         jobMetrics(id: $id, metrics: $metrics, scopes: $scopes) {
             name
+            scope
             metric {
-                unit, scope, timestep
+                unit { prefix, base }, timestep
                 statisticsSeries { min, mean, max }
                 series {
                     hostname, id, data
@@ -44,13 +46,64 @@
     })
 
     const selectScope = (jobMetrics) => jobMetrics.reduce(
-        (a, b) => maxScope([a.metric.scope, b.metric.scope]) == a.metric.scope
+        (a, b) => maxScope([a.scope, b.scope]) == a.scope
             ? (job.numNodes > 1 ? a : b)
             : (job.numNodes > 1 ? b : a), jobMetrics[0])
 
     const sortAndSelectScope = (jobMetrics) => metrics
-        .map(name => jobMetrics.filter(jobMetric => jobMetric.name == name))
+        .map(function(name) {
-        .map(jobMetrics => jobMetrics.length > 0 ? selectScope(jobMetrics) : null)
+            // Get MetricConf for this selected/requested metric
+            let thisConfig = metricConfig(cluster, name)
+            let thisSCIndex = thisConfig.subClusters.findIndex(sc => sc.name == job.subCluster)
+            // Check if Subcluster has MetricConf: If not found (index == -1), no further remove flag check required
+            if (thisSCIndex >= 0) {
+                // SubCluster Config present: Check if remove flag is set
+                if (thisConfig.subClusters[thisSCIndex].remove == true) {
+                    // Return null data and informational flag
+                    // console.log('Case 1.1 -> Returned')
+                    // console.log({removed: true, data: null})
+                    return {removed: true, data: null}
+                } else {
+                    // load and return metric, if data available
+                    let thisMetric = jobMetrics.filter(jobMetric => jobMetric.name == name) // Returns Array
+                    if (thisMetric.length > 0) {
+                        // console.log('Case 1.2.1 -> Returned')
+                        // console.log({removed: false, data: thisMetric})
+                        return {removed: false, data: thisMetric}
+                    } else {
+                        // console.log('Case 1.2.2 -> Returned:')
+                        // console.log({removed: false, data: null})
+                        return {removed: false, data: null}
+                    }
+                }
+            } else {
+                // No specific subCluster config: 'remove' flag not set, deemed false -> load and return metric, if data available
+                let thisMetric = jobMetrics.filter(jobMetric => jobMetric.name == name) // Returns Array
+                if (thisMetric.length > 0) {
+                    // console.log('Case 2.1 -> Returned')
+                    // console.log({removed: false, data: thisMetric})
+                    return {removed: false, data: thisMetric}
+                } else {
+                    // console.log('Case 2.2 -> Returned')
+                    // console.log({removed: false, data: null})
+                    return {removed: false, data: null}
+                }
+            }
+        })
+        .map(function(jobMetrics) {
+            if (jobMetrics.data != null && jobMetrics.data.length > 0) {
+                // console.log('Before')
+                // console.log(jobMetrics.data)
+                // console.log('After')
+                // console.log(selectScope(jobMetrics.data))
+                let res = {removed: jobMetrics.removed, data: selectScope(jobMetrics.data)}
+                // console.log('Packed')
+                // console.log(res)
+                return res
+            } else {
+                return jobMetrics
+            }
+        })
 
     $: metricsQuery.variables = { id: job.id, metrics, scopes }
 
@@ -81,17 +134,20 @@
     {:else}
         {#each sortAndSelectScope($metricsQuery.data.jobMetrics) as metric, i (metric || i)}
             <td>
-            {#if metric != null}
+            <!-- Subluster Metricconfig remove keyword for jobtables (joblist main, user joblist, project joblist) to be used here as toplevel case-->
+            {#if metric.removed == false && metric.data != null}
                 <MetricPlot
                     width={plotWidth}
                     height={plotHeight}
-                    timestep={metric.metric.timestep}
+                    timestep={metric.data.metric.timestep}
-                    scope={metric.metric.scope}
+                    scope={metric.data.scope}
-                    series={metric.metric.series}
+                    series={metric.data.metric.series}
-                    statisticsSeries={metric.metric.statisticsSeries}
+                    statisticsSeries={metric.data.metric.statisticsSeries}
-                    metric={metric.name}
+                    metric={metric.data.name}
                     cluster={cluster}
                     subCluster={job.subCluster} />
+            {:else if metric.removed == true && metric.data == null}
+                <Card body color="info">Metric disabled for subcluster '{ job.subCluster }'</Card>
             {:else}
                 <Card body color="warning">Missing Data</Card>
             {/if}

web/frontend/src/plots/Histogram.svelte

@@ -18,10 +18,10 @@
     import { onMount } from 'svelte'
 
     export let data
-    export let width
+    export let width = 500
-    export let height
+    export let height = 300
-    export let xlabel
+    export let xlabel = ''
-    export let ylabel
+    export let ylabel = ''
     export let min = null
     export let max = null
     export let label = formatNumber

web/frontend/src/plots/Polar.svelte

@@ -18,7 +18,7 @@
     let ctx, canvasElement
 
     const labels = metrics.filter(name => {
-        if (!jobMetrics.find(m => m.name == name && m.metric.scope == "node")) {
+        if (!jobMetrics.find(m => m.name == name && m.scope == "node")) {
             console.warn(`PolarPlot: No metric data for '${name}'`)
             return false
         }
@@ -27,7 +27,7 @@
 
     const getValuesForStat = (getStat) => labels.map(name => {
         const peak = metricConfig(cluster, name).peak
-        const metric = jobMetrics.find(m => m.name == name && m.metric.scope == "node")
+        const metric = jobMetrics.find(m => m.name == name && m.scope == "node")
         const value = getStat(metric.metric) / peak
         return value <= 1. ? value : 1.
     })

web/frontend/src/plots/Roofline.svelte

@@ -71,7 +71,7 @@
         if (width <= 0)
             return
 
-        const [minX, maxX, minY, maxY] = [0.01, 1000, 1., cluster?.flopRateSimd || defaultMaxY]
+        const [minX, maxX, minY, maxY] = [0.01, 1000, 1., cluster?.flopRateSimd?.value || defaultMaxY]
         const w = width - paddingLeft - paddingRight
         const h = height - paddingTop - paddingBottom
 
@@ -185,13 +185,13 @@
         ctx.lineWidth = 2
         ctx.beginPath()
         if (cluster != null) {
-            const ycut = 0.01 * cluster.memoryBandwidth
+            const ycut = 0.01 * cluster.memoryBandwidth.value
-            const scalarKnee = (cluster.flopRateScalar - ycut) / cluster.memoryBandwidth
+            const scalarKnee = (cluster.flopRateScalar.value - ycut) / cluster.memoryBandwidth.value
-            const simdKnee = (cluster.flopRateSimd - ycut) / cluster.memoryBandwidth
+            const simdKnee = (cluster.flopRateSimd.value - ycut) / cluster.memoryBandwidth.value
             const scalarKneeX = getCanvasX(scalarKnee),
                   simdKneeX = getCanvasX(simdKnee),
-                  flopRateScalarY = getCanvasY(cluster.flopRateScalar),
+                  flopRateScalarY = getCanvasY(cluster.flopRateScalar.value),
-                  flopRateSimdY = getCanvasY(cluster.flopRateSimd)
+                  flopRateSimdY = getCanvasY(cluster.flopRateSimd.value)
 
             if (scalarKneeX < width - paddingRight) {
                 ctx.moveTo(scalarKneeX, flopRateScalarY)
@@ -270,8 +270,8 @@
     export function transformPerNodeData(nodes) {
         const x = [], y = [], c = []
         for (let node of nodes) {
-            let flopsAny = node.metrics.find(m => m.name == 'flops_any' && m.metric.scope == 'node')?.metric
+            let flopsAny = node.metrics.find(m => m.name == 'flops_any' && m.scope == 'node')?.metric
-            let memBw    = node.metrics.find(m => m.name == 'mem_bw'    && m.metric.scope == 'node')?.metric
+            let memBw    = node.metrics.find(m => m.name == 'mem_bw'    && m.scope == 'node')?.metric
             if (!flopsAny || !memBw)
                 continue
 
@@ -301,8 +301,8 @@
     export let memBw = null
     export let cluster = null
     export let maxY = null
-    export let width
+    export let width = 500
-    export let height
+    export let height = 300
     export let tiles = null
     export let colorDots = true
     export let showTime = true

web/frontend/src/utils.js

@@ -37,11 +37,11 @@ export function init(extraInitQuery = '') {
         clusters {
             name,
             metricConfig {
-                name, unit {base, prefix}, peak,
+                name, unit { base, prefix }, peak,
                 normal, caution, alert,
                 timestep, scope,
                 aggregation,
-                subClusters { name, peak, normal, caution, alert }
+                subClusters { name, peak, normal, caution, alert, remove }
             }
             partitions
             subClusters {
@@ -49,9 +49,9 @@ export function init(extraInitQuery = '') {
                 socketsPerNode
                 coresPerSocket
                 threadsPerCore
-                flopRateScalar
+                flopRateScalar { unit { base, prefix }, value }
-                flopRateSimd
+                flopRateSimd { unit { base, prefix }, value }
-                memoryBandwidth
+                memoryBandwidth { unit { base, prefix }, value }
                 numberOfNodes
                 topology {
                     node, socket, core