Merge branch 'dev' into optimize-checkpoint-loading

Makefile

@@ -84,4 +84,4 @@ $(VAR):
 
 $(SVELTE_TARGETS): $(SVELTE_SRC)
 	$(info ===>  BUILD frontend)
-	cd web/frontend && npm install && npm run build
+	cd web/frontend && npm ci && npm run build

configs/tagger/jobclasses/highMemoryUsage.json

@@ -11,15 +11,11 @@
     "job.duration > job_min_duration_seconds"
   ],
   "variables": [
-    {
-      "name": "memory_threshold",
-      "expr": "mem_used.limits.peak * highmemoryusage_threshold_factor"
-    },
     {
       "name": "memory_usage_pct",
       "expr": "mem_used.max / mem_used.limits.peak * 100.0"
     }
   ],
-  "rule": "mem_used.max > memory_threshold",
+  "rule": "mem_used.max > memory_used.limits.alert",
   "hint": "This job used high memory: peak memory usage {{.mem_used.max}} GB ({{.memory_usage_pct}}% of {{.mem_used.limits.peak}} GB node capacity), exceeding the {{.highmemoryusage_threshold_factor}} utilization threshold. Risk of out-of-memory conditions."
 }

configs/tagger/jobclasses/lowload.json

@@ -1,10 +1,7 @@
 {
   "name": "Low CPU load",
   "tag": "lowload",
-  "parameters": [
+  "parameters": ["lowcpuload_threshold_factor", "job_min_duration_seconds"],
-    "lowcpuload_threshold_factor",
-    "job_min_duration_seconds"
-  ],
   "metrics": ["cpu_load"],
   "requirements": [
     "job.shared == \"none\"",
@@ -13,9 +10,9 @@
   "variables": [
     {
       "name": "load_threshold",
-      "expr": "job.numCores * lowcpuload_threshold_factor"
+      "expr": "cpu_load.limits.peak * lowcpuload_threshold_factor"
     }
   ],
   "rule": "cpu_load.avg < load_threshold",
-  "hint": "This job was detected as low CPU load: average cpu load {{.cpu_load.avg}} is below the threshold {{.load_threshold}} ({{.lowcpuload_threshold_factor}} \u00d7 {{.job.numCores}} allocated cores)."
+  "hint": "This job was detected as low CPU load: average cpu load {{.cpu_load.avg}} is below the threshold {{.load_threshold}} ({{.lowcpuload_threshold_factor}})."
 }

go.mod

@@ -9,7 +9,7 @@ tool (
 
 require (
 	github.com/99designs/gqlgen v0.17.86
-	github.com/ClusterCockpit/cc-lib/v2 v2.5.1
+	github.com/ClusterCockpit/cc-lib/v2 v2.6.0
 	github.com/Masterminds/squirrel v1.5.4
 	github.com/aws/aws-sdk-go-v2 v1.41.1
 	github.com/aws/aws-sdk-go-v2/config v1.32.8

go.sum

@@ -6,6 +6,8 @@ github.com/Azure/go-ntlmssp v0.1.0 h1:DjFo6YtWzNqNvQdrwEyr/e4nhU3vRiwenz5QX7sFz+
 github.com/Azure/go-ntlmssp v0.1.0/go.mod h1:NYqdhxd/8aAct/s4qSYZEerdPuH1liG2/X9DiVTbhpk=
 github.com/ClusterCockpit/cc-lib/v2 v2.5.1 h1:s6M9tyPDty+4zTdQGJYKpGJM9Nz7N6ITMdjPvNSLX5g=
 github.com/ClusterCockpit/cc-lib/v2 v2.5.1/go.mod h1:DZ8OIHPUZJpWqErLITt0B8P6/Q7CBW2IQSQ5YiFFaG0=
+github.com/ClusterCockpit/cc-lib/v2 v2.6.0 h1:Q7zvRAVhfYA9PDB18pfY9A/6Ws4oWpnv8+P9MBRUDzg=
+github.com/ClusterCockpit/cc-lib/v2 v2.6.0/go.mod h1:DZ8OIHPUZJpWqErLITt0B8P6/Q7CBW2IQSQ5YiFFaG0=
 github.com/DATA-DOG/go-sqlmock v1.5.2 h1:OcvFkGmslmlZibjAjaHm3L//6LiuBgolP7OputlJIzU=
 github.com/DATA-DOG/go-sqlmock v1.5.2/go.mod h1:88MAG/4G7SMwSE3CeA0ZKzrT5CiOU3OJ+JlNzwDqpNU=
 github.com/KyleBanks/depth v1.2.1 h1:5h8fQADFrWtarTdtDudMmGsC7GPbOAu6RVB3ffsVFHc=

internal/metricstoreclient/cc-metric-store-queries.go

@@ -70,14 +70,15 @@ func (ccms *CCMetricStore) buildQueries(
 	scopes []schema.MetricScope,
 	resolution int,
 ) ([]APIQuery, []schema.MetricScope, error) {
+	// Initialize both slices together
 	queries := make([]APIQuery, 0, len(metrics)*len(scopes)*len(job.Resources))
-	assignedScope := []schema.MetricScope{}
+	assignedScope := make([]schema.MetricScope, 0, len(metrics)*len(scopes)*len(job.Resources))
 
-	subcluster, scerr := archive.GetSubCluster(job.Cluster, job.SubCluster)
+	topology, err := ccms.getTopology(job.Cluster, job.SubCluster)
-	if scerr != nil {
+	if err != nil {
-		return nil, nil, scerr
+		cclog.Errorf("could not load cluster %s subCluster %s topology: %s", job.Cluster, job.SubCluster, err.Error())
+		return nil, nil, err
 	}
-	topology := subcluster.Topology
 
 	for _, metric := range metrics {
 		remoteName := metric
@@ -128,7 +129,7 @@ func (ccms *CCMetricStore) buildQueries(
 				hostQueries, hostScopes := buildScopeQueries(
 					nativeScope, requestedScope,
 					remoteName, host.Hostname,
-					&topology, hwthreads, host.Accelerators,
+					topology, hwthreads, host.Accelerators,
 					resolution,
 				)
 
@@ -163,19 +164,9 @@ func (ccms *CCMetricStore) buildNodeQueries(
 	scopes []schema.MetricScope,
 	resolution int,
 ) ([]APIQuery, []schema.MetricScope, error) {
+	// Initialize both slices together
 	queries := make([]APIQuery, 0, len(metrics)*len(scopes)*len(nodes))
-	assignedScope := []schema.MetricScope{}
+	assignedScope := make([]schema.MetricScope, 0, len(metrics)*len(scopes)*len(nodes))
-
-	// Get Topol before loop if subCluster given
-	var subClusterTopol *schema.SubCluster
-	var scterr error
-	if subCluster != "" {
-		subClusterTopol, scterr = archive.GetSubCluster(cluster, subCluster)
-		if scterr != nil {
-			cclog.Errorf("could not load cluster %s subCluster %s topology: %s", cluster, subCluster, scterr.Error())
-			return nil, nil, scterr
-		}
-	}
 
 	for _, metric := range metrics {
 		remoteName := metric
@@ -215,22 +206,22 @@ func (ccms *CCMetricStore) buildNodeQueries(
 			handledScopes = append(handledScopes, scope)
 
 			for _, hostname := range nodes {
+				var topology *schema.Topology
+				var err error
 
 				// If no subCluster given, get it by node
 				if subCluster == "" {
-					subClusterName, scnerr := archive.GetSubClusterByNode(cluster, hostname)
+					topology, err = ccms.getTopologyByNode(cluster, hostname)
-					if scnerr != nil {
+				} else {
-						return nil, nil, scnerr
+					topology, err = ccms.getTopology(cluster, subCluster)
-					}
+				}
-					subClusterTopol, scterr = archive.GetSubCluster(cluster, subClusterName)
+
-					if scterr != nil {
+				if err != nil {
-						return nil, nil, scterr
+					return nil, nil, err
-					}
 				}
 
 				// Always full node hwthread id list, no partial queries expected -> Use "topology.Node" directly where applicable
 				// Always full accelerator id list, no partial queries expected -> Use "acceleratorIds" directly where applicable
-				topology := subClusterTopol.Topology
 				acceleratorIds := topology.GetAcceleratorIDs()
 
 				// Moved check here if metric matches hardware specs
@@ -241,7 +232,7 @@ func (ccms *CCMetricStore) buildNodeQueries(
 				nodeQueries, nodeScopes := buildScopeQueries(
 					nativeScope, requestedScope,
 					remoteName, hostname,
-					&topology, topology.Node, acceleratorIds,
+					topology, topology.Node, acceleratorIds,
 					resolution,
 				)
 
@@ -278,7 +269,6 @@ func buildScopeQueries(
 	// Accelerator -> Accelerator (Use "accelerator" scope if requested scope is lower than node)
 	if nativeScope == schema.MetricScopeAccelerator && scope.LT(schema.MetricScopeNode) {
 		if scope != schema.MetricScopeAccelerator {
-			// Skip all other caught cases
 			return queries, scopes
 		}
 
@@ -451,6 +441,31 @@ func buildScopeQueries(
 		return queries, scopes
 	}
 
+	// MemoryDomain -> Socket
+	if nativeScope == schema.MetricScopeMemoryDomain && scope == schema.MetricScopeSocket {
+		memDomains, _ := topology.GetMemoryDomainsFromHWThreads(hwthreads)
+		socketToDomains, err := topology.GetMemoryDomainsBySocket(memDomains)
+		if err != nil {
+			cclog.Errorf("Error mapping memory domains to sockets, return unchanged: %v", err)
+			return queries, scopes
+		}
+
+		// Create a query for each socket
+		for _, domains := range socketToDomains {
+			queries = append(queries, APIQuery{
+				Metric:     metric,
+				Hostname:   hostname,
+				Aggregate:  true,
+				Type:       &memoryDomainString,
+				TypeIds:    intToStringSlice(domains),
+				Resolution: resolution,
+			})
+			// Add scope for each query, not just once
+			scopes = append(scopes, scope)
+		}
+		return queries, scopes
+	}
+
 	// Socket -> Socket
 	if nativeScope == schema.MetricScopeSocket && scope == schema.MetricScopeSocket {
 		sockets, _ := topology.GetSocketsFromHWThreads(hwthreads)

internal/metricstoreclient/cc-metric-store.go

@@ -71,10 +71,11 @@ import (
 // CCMetricStore is the HTTP client for communicating with cc-metric-store.
 // It manages connection details, authentication, and provides methods for querying metrics.
 type CCMetricStore struct {
-	client        http.Client // HTTP client with 10-second timeout
+	client        http.Client                 // HTTP client with 10-second timeout
-	jwt           string      // JWT Bearer token for authentication
+	jwt           string                      // JWT Bearer token for authentication
-	url           string      // Base URL of cc-metric-store instance
+	url           string                      // Base URL of cc-metric-store instance
-	queryEndpoint string      // Full URL to query API endpoint
+	queryEndpoint string                      // Full URL to query API endpoint
+	topologyCache map[string]*schema.Topology // cluster -> topology cache
 }
 
 // APIQueryRequest represents a request to the cc-metric-store query API.
@@ -133,6 +134,7 @@ func NewCCMetricStore(url string, token string) *CCMetricStore {
 		client: http.Client{
 			Timeout: 10 * time.Second,
 		},
+		topologyCache: make(map[string]*schema.Topology),
 	}
 }
 
@@ -185,6 +187,32 @@ func (ccms *CCMetricStore) doRequest(
 	return &resBody, nil
 }
 
+// getTopology returns the topology for a given cluster and subcluster, caching it if not already present
+func (ccms *CCMetricStore) getTopology(cluster, subCluster string) (*schema.Topology, error) {
+	cacheKey := fmt.Sprintf("%s:%s", cluster, subCluster)
+	if topology, ok := ccms.topologyCache[cacheKey]; ok {
+		return topology, nil
+	}
+
+	subcluster, err := archive.GetSubCluster(cluster, subCluster)
+	if err != nil {
+		return nil, err
+	}
+
+	ccms.topologyCache[cacheKey] = &subcluster.Topology
+	return &subcluster.Topology, nil
+}
+
+// getTopologyByNode returns the topology for a given cluster and node, caching it if not already present
+func (ccms *CCMetricStore) getTopologyByNode(cluster, node string) (*schema.Topology, error) {
+	subCluster, err := archive.GetSubClusterByNode(cluster, node)
+	if err != nil {
+		return nil, err
+	}
+
+	return ccms.getTopology(cluster, subCluster)
+}
+
 // LoadData retrieves time series data and statistics for the specified job and metrics.
 // It queries data for the job's time range and resources, handling scope transformations automatically.
 //
@@ -210,6 +238,12 @@ func (ccms *CCMetricStore) LoadData(
 		return nil, err
 	}
 
+	// Verify assignment is correct - log any inconsistencies for debugging
+	if len(queries) != len(assignedScope) {
+		cclog.Errorf("Critical error: queries and assignedScope have different lengths after buildQueries: %d vs %d",
+			len(queries), len(assignedScope))
+	}
+
 	req := APIQueryRequest{
 		Cluster:   job.Cluster,
 		From:      job.StartTime,
@@ -227,11 +261,37 @@ func (ccms *CCMetricStore) LoadData(
 
 	var errors []string
 	jobData := make(schema.JobData)
+
+	// Add safety check for potential index out of range errors
+	if len(resBody.Results) != len(req.Queries) || len(assignedScope) != len(req.Queries) {
+		cclog.Warnf("Mismatch in query results count: queries=%d, results=%d, assignedScope=%d",
+			len(req.Queries), len(resBody.Results), len(assignedScope))
+		if len(resBody.Results) > len(req.Queries) {
+			resBody.Results = resBody.Results[:len(req.Queries)]
+		}
+		if len(assignedScope) > len(req.Queries) {
+			assignedScope = assignedScope[:len(req.Queries)]
+		}
+	}
+
 	for i, row := range resBody.Results {
+		// Safety check to prevent index out of range errors
+		if i >= len(req.Queries) || i >= len(assignedScope) {
+			cclog.Warnf("Index out of range prevented: i=%d, queries=%d, assignedScope=%d",
+				i, len(req.Queries), len(assignedScope))
+			continue
+		}
+
 		query := req.Queries[i]
 		metric := query.Metric
 		scope := assignedScope[i]
 		mc := archive.GetMetricConfig(job.Cluster, metric)
+
+		if mc == nil {
+			cclog.Warnf("Metric config not found for %s on cluster %s", metric, job.Cluster)
+			continue
+		}
+
 		if _, ok := jobData[metric]; !ok {
 			jobData[metric] = make(map[schema.MetricScope]*schema.JobMetric)
 		}
@@ -260,8 +320,15 @@ func (ccms *CCMetricStore) LoadData(
 
 			id := (*string)(nil)
 			if query.Type != nil {
-				id = new(string)
+				// Check if ndx is within the bounds of TypeIds slice
-				*id = query.TypeIds[ndx]
+				if ndx < len(query.TypeIds) {
+					id = new(string)
+					*id = query.TypeIds[ndx]
+				} else {
+					// Log the error but continue processing
+					cclog.Warnf("TypeIds index out of range: %d with length %d for metric %s on host %s",
+						ndx, len(query.TypeIds), query.Metric, query.Hostname)
+				}
 			}
 
 			sanitizeStats(&res.Avg, &res.Min, &res.Max)
@@ -412,8 +479,15 @@ func (ccms *CCMetricStore) LoadScopedStats(
 
 			id := (*string)(nil)
 			if query.Type != nil {
-				id = new(string)
+				// Check if ndx is within the bounds of TypeIds slice
-				*id = query.TypeIds[ndx]
+				if ndx < len(query.TypeIds) {
+					id = new(string)
+					*id = query.TypeIds[ndx]
+				} else {
+					// Log the error but continue processing
+					cclog.Warnf("TypeIds index out of range: %d with length %d for metric %s on host %s",
+						ndx, len(query.TypeIds), query.Metric, query.Hostname)
+				}
 			}
 
 			sanitizeStats(&res.Avg, &res.Min, &res.Max)
@@ -561,6 +635,12 @@ func (ccms *CCMetricStore) LoadNodeListData(
 		return nil, err
 	}
 
+	// Verify assignment is correct - log any inconsistencies for debugging
+	if len(queries) != len(assignedScope) {
+		cclog.Errorf("Critical error: queries and assignedScope have different lengths after buildNodeQueries: %d vs %d",
+			len(queries), len(assignedScope))
+	}
+
 	req := APIQueryRequest{
 		Cluster:   cluster,
 		Queries:   queries,
@@ -578,17 +658,47 @@ func (ccms *CCMetricStore) LoadNodeListData(
 
 	var errors []string
 	data := make(map[string]schema.JobData)
+
+	// Add safety check for index out of range issues
+	if len(resBody.Results) != len(req.Queries) || len(assignedScope) != len(req.Queries) {
+		cclog.Warnf("Mismatch in query results count: queries=%d, results=%d, assignedScope=%d",
+			len(req.Queries), len(resBody.Results), len(assignedScope))
+		if len(resBody.Results) > len(req.Queries) {
+			resBody.Results = resBody.Results[:len(req.Queries)]
+		}
+		if len(assignedScope) > len(req.Queries) {
+			assignedScope = assignedScope[:len(req.Queries)]
+		}
+	}
+
 	for i, row := range resBody.Results {
+		// Safety check to prevent index out of range errors
+		if i >= len(req.Queries) || i >= len(assignedScope) {
+			cclog.Warnf("Index out of range prevented: i=%d, queries=%d, assignedScope=%d",
+				i, len(req.Queries), len(assignedScope))
+			continue
+		}
+
 		var query APIQuery
 		if resBody.Queries != nil {
-			query = resBody.Queries[i]
+			if i < len(resBody.Queries) {
+				query = resBody.Queries[i]
+			} else {
+				cclog.Warnf("Index out of range prevented for resBody.Queries: i=%d, len=%d",
+					i, len(resBody.Queries))
+				continue
+			}
 		} else {
 			query = req.Queries[i]
 		}
-		// qdata := res[0]
+
 		metric := query.Metric
 		scope := assignedScope[i]
 		mc := archive.GetMetricConfig(cluster, metric)
+		if mc == nil {
+			cclog.Warnf("Metric config not found for %s on cluster %s", metric, cluster)
+			continue
+		}
 
 		res := mc.Timestep
 		if len(row) > 0 {
@@ -627,8 +737,15 @@ func (ccms *CCMetricStore) LoadNodeListData(
 
 			id := (*string)(nil)
 			if query.Type != nil {
-				id = new(string)
+				// Check if ndx is within the bounds of TypeIds slice
-				*id = query.TypeIds[ndx]
+				if ndx < len(query.TypeIds) {
+					id = new(string)
+					*id = query.TypeIds[ndx]
+				} else {
+					// Log the error but continue processing
+					cclog.Warnf("TypeIds index out of range: %d with length %d for metric %s on host %s",
+						ndx, len(query.TypeIds), query.Metric, query.Hostname)
+				}
 			}
 
 			sanitizeStats(&res.Avg, &res.Min, &res.Max)

internal/tagger/classifyJob.go

@@ -190,6 +190,8 @@ func (t *JobClassTagger) EventCallback() {
 		cclog.Fatal(err)
 	}
 
+	t.rules = make(map[string]ruleInfo)
+
 	parametersFile := filepath.Join(t.cfgPath, parametersFileName)
 	if util.CheckFileExists(parametersFile) {
 		cclog.Info("Merge parameters")
@@ -301,17 +303,21 @@ func (t *JobClassTagger) Register() error {
 //   - Shared parameters defined in parameters.json
 //   - Computed variables from the rule definition
 //
-// Rules are evaluated in arbitrary order. If multiple rules match, only the first
+// Rules are evaluated in arbitrary order. Multiple rules can match and apply
-// encountered match is applied (FIXME: this should handle multiple matches).
+// their tags to the same job. Hint messages from all matching rules are collected
+// and stored as a combined message in the job metadata.
 func (t *JobClassTagger) Match(job *schema.Job) {
 	jobStats, err := t.getStatistics(job)
 	metricsList := t.getMetricConfig(job.Cluster, job.SubCluster)
-	cclog.Infof("Enter  match rule with %d rules for job %d", len(t.rules), job.JobID)
+	cclog.Infof("Enter match rule with %d rules for job %d", len(t.rules), job.JobID)
 	if err != nil {
-		cclog.Errorf("job classification failed for job  %d: %#v", job.JobID, err)
+		cclog.Errorf("job classification failed for job %d: %#v", job.JobID, err)
 		return
 	}
 
+	id := *job.ID
+	var messages []string
+
 	for tag, ri := range t.rules {
 		env := make(map[string]any)
 		maps.Copy(env, ri.env)
@@ -329,11 +335,13 @@ func (t *JobClassTagger) Match(job *schema.Job) {
 		}
 
 		// add metrics to env
+		skipRule := false
 		for _, m := range ri.metrics {
 			stats, ok := jobStats[m]
 			if !ok {
-				cclog.Errorf("job classification failed for job %d: missing metric '%s'", job.JobID, m)
+				cclog.Errorf("job classification: missing metric '%s' for rule %s on job %d", m, tag, job.JobID)
-				return
+				skipRule = true
+				break
 			}
 			env[m] = map[string]any{
 				"min": stats.Min,
@@ -347,44 +355,55 @@ func (t *JobClassTagger) Match(job *schema.Job) {
 				},
 			}
 		}
+		if skipRule {
+			continue
+		}
 
 		// check rule requirements apply
+		requirementsMet := true
 		for _, r := range ri.requirements {
 			ok, err := expr.Run(r, env)
 			if err != nil {
 				cclog.Errorf("error running requirement for rule %s: %#v", tag, err)
-				return
+				requirementsMet = false
+				break
 			}
 			if !ok.(bool) {
 				cclog.Infof("requirement for rule %s not met", tag)
-				return
+				requirementsMet = false
+				break
 			}
 		}
+		if !requirementsMet {
+			continue
+		}
 
-		// validate rule expression
+		// evaluate rule variables
+		varError := false
 		for _, v := range ri.variables {
 			value, err := expr.Run(v.expr, env)
 			if err != nil {
-				cclog.Errorf("error running rule %s: %#v", tag, err)
+				cclog.Errorf("error evaluating variable %s for rule %s: %#v", v.name, tag, err)
-				return
+				varError = true
+				break
 			}
 			env[v.name] = value
 		}
-
+		if varError {
-		// dump.P(env)
+			continue
+		}
 
 		match, err := expr.Run(ri.rule, env)
 		if err != nil {
 			cclog.Errorf("error running rule %s: %#v", tag, err)
-			return
+			continue
 		}
 		if match.(bool) {
 			cclog.Info("Rule matches!")
-			id := *job.ID
 			if !t.repo.HasTag(id, t.tagType, tag) {
-				_, err := t.repo.AddTagOrCreateDirect(id, t.tagType, tag)
+				if _, err := t.repo.AddTagOrCreateDirect(id, t.tagType, tag); err != nil {
-				if err != nil {
+					cclog.Errorf("failed to add tag '%s' to job %d: %v", tag, id, err)
-					return
+					continue
 				}
 			}
 
@@ -392,17 +411,18 @@ func (t *JobClassTagger) Match(job *schema.Job) {
 			var msg bytes.Buffer
 			if err := ri.hint.Execute(&msg, env); err != nil {
 				cclog.Errorf("Template error: %s", err.Error())
-				return
+				continue
-			}
-
-			// FIXME: Handle case where multiple tags apply
-			// FIXME: Handle case where multiple tags apply
-			err = t.repo.UpdateMetadata(job, "message", msg.String())
-			if err != nil {
-				return
 			}
+			messages = append(messages, msg.String())
 		} else {
 			cclog.Info("Rule does not match!")
 		}
 	}
+
+	if len(messages) > 0 {
+		combined := strings.Join(messages, "\n")
+		if err := t.repo.UpdateMetadata(job, "message", combined); err != nil {
+			cclog.Errorf("failed to update metadata for job %d: %v", *job.ID, err)
+		}
+	}
 }

internal/tagger/detectApp.go

@@ -98,6 +98,8 @@ func (t *AppTagger) EventCallback() {
 		cclog.Fatal(err)
 	}
 
+	t.apps = make([]appInfo, 0)
+
 	for _, fn := range files {
 		if fn.IsDir() {
 			continue
@@ -163,7 +165,7 @@ func (t *AppTagger) Register() error {
 // It fetches the job metadata, extracts the job script, and matches it against
 // all configured application patterns using regular expressions.
 // If a match is found, the corresponding application tag is added to the job.
-// Only the first matching application is tagged.
+// Multiple application tags can be applied if patterns for different apps match.
 func (t *AppTagger) Match(job *schema.Job) {
 	r := repository.GetJobRepository()
 
@@ -199,6 +201,7 @@ func (t *AppTagger) Match(job *schema.Job) {
 	jobscriptLower := strings.ToLower(jobscript)
 	cclog.Debugf("AppTagger: matching job %d (script length: %d) against %d apps", id, len(jobscriptLower), len(t.apps))
 
+	matched := false
 	for _, a := range t.apps {
 		for _, re := range a.patterns {
 			if re.MatchString(jobscriptLower) {
@@ -210,10 +213,13 @@ func (t *AppTagger) Match(job *schema.Job) {
 						cclog.Errorf("AppTagger: failed to add tag '%s' to job %d: %v", a.tag, id, err)
 					}
 				}
-				return
+				matched = true
+				break // matched this app, move to next app
 			}
 		}
 	}
 
-	cclog.Debugf("AppTagger: no pattern matched for job %d on %s", id, job.Cluster)
+	if !matched {
+		cclog.Debugf("AppTagger: no pattern matched for job %d on %s", id, job.Cluster)
+	}
 }

pkg/metricstore/query.go

@@ -93,6 +93,12 @@ func (ccms *InternalMetricStore) LoadData(
 		return nil, err
 	}
 
+	// Verify assignment is correct - log any inconsistencies for debugging
+	if len(queries) != len(assignedScope) {
+		cclog.Errorf("Critical error: queries and assignedScope have different lengths after buildQueries: %d vs %d",
+			len(queries), len(assignedScope))
+	}
+
 	req := APIQueryRequest{
 		Cluster:   job.Cluster,
 		From:      job.StartTime,
@@ -110,9 +116,24 @@ func (ccms *InternalMetricStore) LoadData(
 
 	var errors []string
 	jobData := make(schema.JobData)
+
+	// Add safety check for potential index out of range errors
+	if len(resBody.Results) != len(req.Queries) || len(assignedScope) != len(req.Queries) {
+		cclog.Warnf("Mismatch in query results count: queries=%d, results=%d, assignedScope=%d",
+			len(req.Queries), len(resBody.Results), len(assignedScope))
+		if len(resBody.Results) > len(req.Queries) {
+			resBody.Results = resBody.Results[:len(req.Queries)]
+		}
+		if len(assignedScope) > len(req.Queries) {
+			assignedScope = assignedScope[:len(req.Queries)]
+		}
+	}
+
 	for i, row := range resBody.Results {
-		if len(row) == 0 {
+		// Safety check to prevent index out of range errors
-			// No Data Found For Metric, Logged in FetchData to Warn
+		if i >= len(req.Queries) || i >= len(assignedScope) {
+			cclog.Warnf("Index out of range prevented: i=%d, queries=%d, assignedScope=%d",
+				i, len(req.Queries), len(assignedScope))
 			continue
 		}
 
@@ -120,6 +141,12 @@ func (ccms *InternalMetricStore) LoadData(
 		metric := query.Metric
 		scope := assignedScope[i]
 		mc := archive.GetMetricConfig(job.Cluster, metric)
+
+		if mc == nil {
+			cclog.Warnf("Metric config not found for %s on cluster %s", metric, job.Cluster)
+			continue
+		}
+
 		if _, ok := jobData[metric]; !ok {
 			jobData[metric] = make(map[schema.MetricScope]*schema.JobMetric)
 		}
@@ -148,8 +175,15 @@ func (ccms *InternalMetricStore) LoadData(
 
 			id := (*string)(nil)
 			if query.Type != nil {
-				id = new(string)
+				// Check if ndx is within the bounds of TypeIds slice
-				*id = query.TypeIds[ndx]
+				if ndx < len(query.TypeIds) {
+					id = new(string)
+					*id = query.TypeIds[ndx]
+				} else {
+					// Log the error but continue processing
+					cclog.Warnf("TypeIds index out of range: %d with length %d for metric %s on host %s",
+						ndx, len(query.TypeIds), query.Metric, query.Hostname)
+				}
 			}
 
 			sanitizeStats(&res)
@@ -650,8 +684,15 @@ func (ccms *InternalMetricStore) LoadScopedStats(
 
 			id := (*string)(nil)
 			if query.Type != nil {
-				id = new(string)
+				// Check if ndx is within the bounds of TypeIds slice
-				*id = query.TypeIds[ndx]
+				if ndx < len(query.TypeIds) {
+					id = new(string)
+					*id = query.TypeIds[ndx]
+				} else {
+					// Log the error but continue processing
+					cclog.Warnf("TypeIds index out of range: %d with length %d for metric %s on host %s",
+						ndx, len(query.TypeIds), query.Metric, query.Hostname)
+				}
 			}
 
 			sanitizeStats(&res)
@@ -823,6 +864,12 @@ func (ccms *InternalMetricStore) LoadNodeListData(
 		return nil, err
 	}
 
+	// Verify assignment is correct - log any inconsistencies for debugging
+	if len(queries) != len(assignedScope) {
+		cclog.Errorf("Critical error: queries and assignedScope have different lengths after buildNodeQueries: %d vs %d",
+			len(queries), len(assignedScope))
+	}
+
 	req := APIQueryRequest{
 		Cluster:   cluster,
 		Queries:   queries,
@@ -840,14 +887,36 @@ func (ccms *InternalMetricStore) LoadNodeListData(
 
 	var errors []string
 	data := make(map[string]schema.JobData)
+
+	// Add safety check for index out of range issues
+	if len(resBody.Results) != len(req.Queries) || len(assignedScope) != len(req.Queries) {
+		cclog.Warnf("Mismatch in query results count: queries=%d, results=%d, assignedScope=%d",
+			len(req.Queries), len(resBody.Results), len(assignedScope))
+		if len(resBody.Results) > len(req.Queries) {
+			resBody.Results = resBody.Results[:len(req.Queries)]
+		}
+		if len(assignedScope) > len(req.Queries) {
+			assignedScope = assignedScope[:len(req.Queries)]
+		}
+	}
+
 	for i, row := range resBody.Results {
-		if len(row) == 0 {
+		// Safety check to prevent index out of range errors
-			// No Data Found For Metric, Logged in FetchData to Warn
+		if i >= len(req.Queries) || i >= len(assignedScope) {
+			cclog.Warnf("Index out of range prevented: i=%d, queries=%d, assignedScope=%d",
+				i, len(req.Queries), len(assignedScope))
 			continue
 		}
+
 		var query APIQuery
 		if resBody.Queries != nil {
-			query = resBody.Queries[i]
+			if i < len(resBody.Queries) {
+				query = resBody.Queries[i]
+			} else {
+				cclog.Warnf("Index out of range prevented for resBody.Queries: i=%d, len=%d",
+					i, len(resBody.Queries))
+				continue
+			}
 		} else {
 			query = req.Queries[i]
 		}
@@ -855,6 +924,10 @@ func (ccms *InternalMetricStore) LoadNodeListData(
 		metric := query.Metric
 		scope := assignedScope[i]
 		mc := archive.GetMetricConfig(cluster, metric)
+		if mc == nil {
+			cclog.Warnf("Metric config not found for %s on cluster %s", metric, cluster)
+			continue
+		}
 
 		res := mc.Timestep
 		if len(row) > 0 {
@@ -893,8 +966,15 @@ func (ccms *InternalMetricStore) LoadNodeListData(
 
 			id := (*string)(nil)
 			if query.Type != nil {
-				id = new(string)
+				// Check if ndx is within the bounds of TypeIds slice
-				*id = query.TypeIds[ndx]
+				if ndx < len(query.TypeIds) {
+					id = new(string)
+					*id = query.TypeIds[ndx]
+				} else {
+					// Log the error but continue processing
+					cclog.Warnf("TypeIds index out of range: %d with length %d for metric %s on host %s",
+						ndx, len(query.TypeIds), query.Metric, query.Hostname)
+				}
 			}
 
 			sanitizeStats(&res)

web/frontend/src/List.root.svelte

@@ -61,6 +61,9 @@
     }
     return colbase
   })
+  const sortedRows = $derived(
+    $stats.data ? sort($stats.data.rows, sorting, nameFilter) : []
+  );
 
   let stats = $derived(
     queryStore({
@@ -87,6 +90,40 @@
   );
 
   /* Functions */
+  function exportCsv() {
+    const isUser = type === "USER";
+    const header = [
+      isUser ? "Username" : "Project",
+      ...(isUser ? ["Name"] : []),
+      "Total Jobs",
+      "Short Jobs",
+      ...(fetchRunning ? ["Total Cores", "Total Accelerators"] : []),
+      "Total Walltime",
+      "Total Core Hours",
+      "Total Accelerator Hours",
+    ];
+    const rows = sortedRows.map((row) => [
+      row.id,
+      ...(isUser ? [row?.name ?? ""] : []),
+      row.totalJobs,
+      row.shortJobs,
+      ...(fetchRunning ? [row.totalCores, row.totalAccs] : []),
+      row.totalWalltime,
+      row.totalCoreHours,
+      row.totalAccHours,
+    ]);
+    const csv = [header, ...rows]
+      .map((row) => row.map((v) => `"${String(v ?? "").replace(/"/g, '""')}"`).join(","))
+      .join("\n");
+    const blob = new Blob([csv], { type: "text/csv" });
+    const url = URL.createObjectURL(blob);
+    const a = document.createElement("a");
+    a.href = url;
+    a.download = `${type.toLowerCase()}s.csv`;
+    a.click();
+    URL.revokeObjectURL(url);
+  }
+
   function changeSorting(newField) {
     if (sorting.field == newField) {
       // Same Field, Change Direction
@@ -137,6 +174,14 @@
           PROJECT: 'project',
         }[type]}"
       />
+      <Button
+        color="success"
+        title="Export current view as CSV"
+        disabled={!$stats.data}
+        onclick={() => exportCsv()}
+      >
+        <Icon name="download" /> CSV
+      </Button>
     </InputGroup>
   </Col>
   <Col xs="12" md="7" lg="8" xl="9">

web/frontend/src/generic/utils.js

@@ -60,6 +60,7 @@ export function init(extraInitQuery = "") {
                 topology {
                     node
                     socket
+                    memoryDomain
                     core
                     accelerators { id }
                 }
@@ -238,7 +239,7 @@ export function groupByScope(jobMetrics) {
 const scopeGranularity = {
     node: 10,
     socket: 5,
-    memorydomain: 4,
+    memoryDomain: 4,
     core: 3,
     hwthread: 2,
     accelerator: 1

web/frontend/src/status/dashdetails/HealthDash.svelte

@@ -107,6 +107,12 @@
     return pendingTableData
   });
 
+  const refinedStateData = $derived.by(() => {
+    return $statusQuery?.data?.nodeStates.
+      filter((e) => ['allocated', 'reserved', 'idle', 'mixed','down', 'unknown'].includes(e.state)).
+      sort((a, b) => b.count - a.count)
+  });
+
   const refinedHealthData = $derived.by(() => {
     return $statusQuery?.data?.nodeStates.
       filter((e) => ['full', 'partial', 'failed'].includes(e.state)).