change: implement topX query in jobsStatistics

api/schema.graphqls

@@ -167,7 +167,7 @@ type TimeWeights {
 }
 
 enum Aggregate { USER, PROJECT, CLUSTER }
-enum SortByAggregate { WALLTIME, NODEHOURS, COREHOURS, ACCHOURS }
+enum SortByAggregate { WALLTIME, TOTALNODES, NODEHOURS, TOTALCORES, COREHOURS, TOTALACCS, ACCHOURS }
 
 type NodeMetrics {
   host:       String!
@@ -293,8 +293,11 @@ type JobsStatistics  {
   runningJobs:    Int!           # Number of running jobs
   shortJobs:      Int!           # Number of jobs with a duration of less than duration
   totalWalltime:  Int!           # Sum of the duration of all matched jobs in hours
+  totalNodes:     Int!           # Sum of the nodes of all matched jobs
   totalNodeHours: Int!           # Sum of the node hours of all matched jobs
+  totalCores:     Int!           # Sum of the cores of all matched jobs
   totalCoreHours: Int!           # Sum of the core hours of all matched jobs
+  totalAccs:      Int!         # Sum of the accs of all matched jobs
   totalAccHours:  Int!           # Sum of the gpu hours of all matched jobs
   histDuration:   [HistoPoint!]! # value: hour, count: number of jobs with a rounded duration of value
   histNumNodes:   [HistoPoint!]! # value: number of nodes, count: number of jobs with that number of nodes

internal/graph/generated/generated.go

@@ -147,9 +147,12 @@ type ComplexityRoot struct {
 		RunningJobs    func(childComplexity int) int
 		ShortJobs      func(childComplexity int) int
 		TotalAccHours  func(childComplexity int) int
+		TotalAccs      func(childComplexity int) int
 		TotalCoreHours func(childComplexity int) int
+		TotalCores     func(childComplexity int) int
 		TotalJobs      func(childComplexity int) int
 		TotalNodeHours func(childComplexity int) int
+		TotalNodes     func(childComplexity int) int
 		TotalWalltime  func(childComplexity int) int
 	}
 
@@ -767,6 +770,13 @@ func (e *executableSchema) Complexity(typeName, field string, childComplexity in
 
 		return e.complexity.JobsStatistics.TotalAccHours(childComplexity), true
 
+	case "JobsStatistics.totalAccs":
+		if e.complexity.JobsStatistics.TotalAccs == nil {
+			break
+		}
+
+		return e.complexity.JobsStatistics.TotalAccs(childComplexity), true
+
 	case "JobsStatistics.totalCoreHours":
 		if e.complexity.JobsStatistics.TotalCoreHours == nil {
 			break
@@ -774,6 +784,13 @@ func (e *executableSchema) Complexity(typeName, field string, childComplexity in
 
 		return e.complexity.JobsStatistics.TotalCoreHours(childComplexity), true
 
+	case "JobsStatistics.totalCores":
+		if e.complexity.JobsStatistics.TotalCores == nil {
+			break
+		}
+
+		return e.complexity.JobsStatistics.TotalCores(childComplexity), true
+
 	case "JobsStatistics.totalJobs":
 		if e.complexity.JobsStatistics.TotalJobs == nil {
 			break
@@ -788,6 +805,13 @@ func (e *executableSchema) Complexity(typeName, field string, childComplexity in
 
 		return e.complexity.JobsStatistics.TotalNodeHours(childComplexity), true
 
+	case "JobsStatistics.totalNodes":
+		if e.complexity.JobsStatistics.TotalNodes == nil {
+			break
+		}
+
+		return e.complexity.JobsStatistics.TotalNodes(childComplexity), true
+
 	case "JobsStatistics.totalWalltime":
 		if e.complexity.JobsStatistics.TotalWalltime == nil {
 			break
@@ -1727,7 +1751,7 @@ type TimeWeights {
 }
 
 enum Aggregate { USER, PROJECT, CLUSTER }
-enum SortByAggregate { WALLTIME, NODEHOURS, COREHOURS, ACCHOURS }
+enum SortByAggregate { WALLTIME, TOTALNODES, NODEHOURS, TOTALCORES, COREHOURS, TOTALACCS, ACCHOURS }
 
 type NodeMetrics {
   host:       String!
@@ -1853,8 +1877,11 @@ type JobsStatistics  {
   runningJobs:    Int!           # Number of running jobs
   shortJobs:      Int!           # Number of jobs with a duration of less than duration
   totalWalltime:  Int!           # Sum of the duration of all matched jobs in hours
+  totalNodes:     Int!           # Sum of the nodes of all matched jobs
   totalNodeHours: Int!           # Sum of the node hours of all matched jobs
+  totalCores:     Int!           # Sum of the cores of all matched jobs
   totalCoreHours: Int!           # Sum of the core hours of all matched jobs
+  totalAccs:      Int!         # Sum of the accs of all matched jobs
   totalAccHours:  Int!           # Sum of the gpu hours of all matched jobs
   histDuration:   [HistoPoint!]! # value: hour, count: number of jobs with a rounded duration of value
   histNumNodes:   [HistoPoint!]! # value: number of nodes, count: number of jobs with that number of nodes
@@ -5131,6 +5158,50 @@ func (ec *executionContext) fieldContext_JobsStatistics_totalWalltime(ctx contex
 	return fc, nil
 }
 
+func (ec *executionContext) _JobsStatistics_totalNodes(ctx context.Context, field graphql.CollectedField, obj *model.JobsStatistics) (ret graphql.Marshaler) {
+	fc, err := ec.fieldContext_JobsStatistics_totalNodes(ctx, field)
+	if err != nil {
+		return graphql.Null
+	}
+	ctx = graphql.WithFieldContext(ctx, fc)
+	defer func() {
+		if r := recover(); r != nil {
+			ec.Error(ctx, ec.Recover(ctx, r))
+			ret = graphql.Null
+		}
+	}()
+	resTmp, err := ec.ResolverMiddleware(ctx, func(rctx context.Context) (interface{}, error) {
+		ctx = rctx // use context from middleware stack in children
+		return obj.TotalNodes, nil
+	})
+	if err != nil {
+		ec.Error(ctx, err)
+		return graphql.Null
+	}
+	if resTmp == nil {
+		if !graphql.HasFieldError(ctx, fc) {
+			ec.Errorf(ctx, "must not be null")
+		}
+		return graphql.Null
+	}
+	res := resTmp.(int)
+	fc.Result = res
+	return ec.marshalNInt2int(ctx, field.Selections, res)
+}
+
+func (ec *executionContext) fieldContext_JobsStatistics_totalNodes(ctx context.Context, field graphql.CollectedField) (fc *graphql.FieldContext, err error) {
+	fc = &graphql.FieldContext{
+		Object:     "JobsStatistics",
+		Field:      field,
+		IsMethod:   false,
+		IsResolver: false,
+		Child: func(ctx context.Context, field graphql.CollectedField) (*graphql.FieldContext, error) {
+			return nil, errors.New("field of type Int does not have child fields")
+		},
+	}
+	return fc, nil
+}
+
 func (ec *executionContext) _JobsStatistics_totalNodeHours(ctx context.Context, field graphql.CollectedField, obj *model.JobsStatistics) (ret graphql.Marshaler) {
 	fc, err := ec.fieldContext_JobsStatistics_totalNodeHours(ctx, field)
 	if err != nil {
@@ -5175,6 +5246,50 @@ func (ec *executionContext) fieldContext_JobsStatistics_totalNodeHours(ctx conte
 	return fc, nil
 }
 
+func (ec *executionContext) _JobsStatistics_totalCores(ctx context.Context, field graphql.CollectedField, obj *model.JobsStatistics) (ret graphql.Marshaler) {
+	fc, err := ec.fieldContext_JobsStatistics_totalCores(ctx, field)
+	if err != nil {
+		return graphql.Null
+	}
+	ctx = graphql.WithFieldContext(ctx, fc)
+	defer func() {
+		if r := recover(); r != nil {
+			ec.Error(ctx, ec.Recover(ctx, r))
+			ret = graphql.Null
+		}
+	}()
+	resTmp, err := ec.ResolverMiddleware(ctx, func(rctx context.Context) (interface{}, error) {
+		ctx = rctx // use context from middleware stack in children
+		return obj.TotalCores, nil
+	})
+	if err != nil {
+		ec.Error(ctx, err)
+		return graphql.Null
+	}
+	if resTmp == nil {
+		if !graphql.HasFieldError(ctx, fc) {
+			ec.Errorf(ctx, "must not be null")
+		}
+		return graphql.Null
+	}
+	res := resTmp.(int)
+	fc.Result = res
+	return ec.marshalNInt2int(ctx, field.Selections, res)
+}
+
+func (ec *executionContext) fieldContext_JobsStatistics_totalCores(ctx context.Context, field graphql.CollectedField) (fc *graphql.FieldContext, err error) {
+	fc = &graphql.FieldContext{
+		Object:     "JobsStatistics",
+		Field:      field,
+		IsMethod:   false,
+		IsResolver: false,
+		Child: func(ctx context.Context, field graphql.CollectedField) (*graphql.FieldContext, error) {
+			return nil, errors.New("field of type Int does not have child fields")
+		},
+	}
+	return fc, nil
+}
+
 func (ec *executionContext) _JobsStatistics_totalCoreHours(ctx context.Context, field graphql.CollectedField, obj *model.JobsStatistics) (ret graphql.Marshaler) {
 	fc, err := ec.fieldContext_JobsStatistics_totalCoreHours(ctx, field)
 	if err != nil {
@@ -5219,6 +5334,50 @@ func (ec *executionContext) fieldContext_JobsStatistics_totalCoreHours(ctx conte
 	return fc, nil
 }
 
+func (ec *executionContext) _JobsStatistics_totalAccs(ctx context.Context, field graphql.CollectedField, obj *model.JobsStatistics) (ret graphql.Marshaler) {
+	fc, err := ec.fieldContext_JobsStatistics_totalAccs(ctx, field)
+	if err != nil {
+		return graphql.Null
+	}
+	ctx = graphql.WithFieldContext(ctx, fc)
+	defer func() {
+		if r := recover(); r != nil {
+			ec.Error(ctx, ec.Recover(ctx, r))
+			ret = graphql.Null
+		}
+	}()
+	resTmp, err := ec.ResolverMiddleware(ctx, func(rctx context.Context) (interface{}, error) {
+		ctx = rctx // use context from middleware stack in children
+		return obj.TotalAccs, nil
+	})
+	if err != nil {
+		ec.Error(ctx, err)
+		return graphql.Null
+	}
+	if resTmp == nil {
+		if !graphql.HasFieldError(ctx, fc) {
+			ec.Errorf(ctx, "must not be null")
+		}
+		return graphql.Null
+	}
+	res := resTmp.(int)
+	fc.Result = res
+	return ec.marshalNInt2int(ctx, field.Selections, res)
+}
+
+func (ec *executionContext) fieldContext_JobsStatistics_totalAccs(ctx context.Context, field graphql.CollectedField) (fc *graphql.FieldContext, err error) {
+	fc = &graphql.FieldContext{
+		Object:     "JobsStatistics",
+		Field:      field,
+		IsMethod:   false,
+		IsResolver: false,
+		Child: func(ctx context.Context, field graphql.CollectedField) (*graphql.FieldContext, error) {
+			return nil, errors.New("field of type Int does not have child fields")
+		},
+	}
+	return fc, nil
+}
+
 func (ec *executionContext) _JobsStatistics_totalAccHours(ctx context.Context, field graphql.CollectedField, obj *model.JobsStatistics) (ret graphql.Marshaler) {
 	fc, err := ec.fieldContext_JobsStatistics_totalAccHours(ctx, field)
 	if err != nil {
@@ -7134,10 +7293,16 @@ func (ec *executionContext) fieldContext_Query_jobsStatistics(ctx context.Contex
 				return ec.fieldContext_JobsStatistics_shortJobs(ctx, field)
 			case "totalWalltime":
 				return ec.fieldContext_JobsStatistics_totalWalltime(ctx, field)
+			case "totalNodes":
+				return ec.fieldContext_JobsStatistics_totalNodes(ctx, field)
 			case "totalNodeHours":
 				return ec.fieldContext_JobsStatistics_totalNodeHours(ctx, field)
+			case "totalCores":
+				return ec.fieldContext_JobsStatistics_totalCores(ctx, field)
 			case "totalCoreHours":
 				return ec.fieldContext_JobsStatistics_totalCoreHours(ctx, field)
+			case "totalAccs":
+				return ec.fieldContext_JobsStatistics_totalAccs(ctx, field)
 			case "totalAccHours":
 				return ec.fieldContext_JobsStatistics_totalAccHours(ctx, field)
 			case "histDuration":
@@ -12573,16 +12738,31 @@ func (ec *executionContext) _JobsStatistics(ctx context.Context, sel ast.Selecti
 			if out.Values[i] == graphql.Null {
 				out.Invalids++
 			}
+		case "totalNodes":
+			out.Values[i] = ec._JobsStatistics_totalNodes(ctx, field, obj)
+			if out.Values[i] == graphql.Null {
+				out.Invalids++
+			}
 		case "totalNodeHours":
 			out.Values[i] = ec._JobsStatistics_totalNodeHours(ctx, field, obj)
 			if out.Values[i] == graphql.Null {
 				out.Invalids++
 			}
+		case "totalCores":
+			out.Values[i] = ec._JobsStatistics_totalCores(ctx, field, obj)
+			if out.Values[i] == graphql.Null {
+				out.Invalids++
+			}
 		case "totalCoreHours":
 			out.Values[i] = ec._JobsStatistics_totalCoreHours(ctx, field, obj)
 			if out.Values[i] == graphql.Null {
 				out.Invalids++
 			}
+		case "totalAccs":
+			out.Values[i] = ec._JobsStatistics_totalAccs(ctx, field, obj)
+			if out.Values[i] == graphql.Null {
+				out.Invalids++
+			}
 		case "totalAccHours":
 			out.Values[i] = ec._JobsStatistics_totalAccHours(ctx, field, obj)
 			if out.Values[i] == graphql.Null {

internal/graph/model/models_gen.go

@@ -91,8 +91,11 @@ type JobsStatistics struct {
 	RunningJobs    int           `json:"runningJobs"`
 	ShortJobs      int           `json:"shortJobs"`
 	TotalWalltime  int           `json:"totalWalltime"`
+	TotalNodes     int           `json:"totalNodes"`
 	TotalNodeHours int           `json:"totalNodeHours"`
+	TotalCores     int           `json:"totalCores"`
 	TotalCoreHours int           `json:"totalCoreHours"`
+	TotalAccs      int           `json:"totalAccs"`
 	TotalAccHours  int           `json:"totalAccHours"`
 	HistDuration   []*HistoPoint `json:"histDuration"`
 	HistNumNodes   []*HistoPoint `json:"histNumNodes"`
@@ -192,21 +195,27 @@ type SortByAggregate string
 
 const (
 	SortByAggregateWalltime   SortByAggregate = "WALLTIME"
+	SortByAggregateTotalnodes SortByAggregate = "TOTALNODES"
 	SortByAggregateNodehours  SortByAggregate = "NODEHOURS"
+	SortByAggregateTotalcores SortByAggregate = "TOTALCORES"
 	SortByAggregateCorehours  SortByAggregate = "COREHOURS"
+	SortByAggregateTotalaccs  SortByAggregate = "TOTALACCS"
 	SortByAggregateAcchours   SortByAggregate = "ACCHOURS"
 )
 
 var AllSortByAggregate = []SortByAggregate{
 	SortByAggregateWalltime,
+	SortByAggregateTotalnodes,
 	SortByAggregateNodehours,
+	SortByAggregateTotalcores,
 	SortByAggregateCorehours,
+	SortByAggregateTotalaccs,
 	SortByAggregateAcchours,
 }
 
 func (e SortByAggregate) IsValid() bool {
 	switch e {
-	case SortByAggregateWalltime, SortByAggregateNodehours, SortByAggregateCorehours, SortByAggregateAcchours:
+	case SortByAggregateWalltime, SortByAggregateTotalnodes, SortByAggregateNodehours, SortByAggregateTotalcores, SortByAggregateCorehours, SortByAggregateTotalaccs, SortByAggregateAcchours:
 		return true
 	}
 	return false

internal/repository/stats.go

@@ -25,8 +25,11 @@ var groupBy2column = map[model.Aggregate]string{
 
 var sortBy2column = map[model.SortByAggregate]string{
 	model.SortByAggregateWalltime:   "totalWalltime",
+	model.SortByAggregateTotalnodes: "totalNodes",
 	model.SortByAggregateNodehours:  "totalNodeHours",
+	model.SortByAggregateTotalcores: "totalCores",
 	model.SortByAggregateCorehours:  "totalCoreHours",
+	model.SortByAggregateTotalaccs:  "totalAccs",
 	model.SortByAggregateAcchours:   "totalAccHours",
 }
 
@@ -67,20 +70,26 @@ func (r *JobRepository) buildStatsQuery(
 	castType := r.getCastType()
 
 	if col != "" {
-		// Scan columns: id, totalJobs, totalWalltime, totalNodeHours, totalCoreHours, totalAccHours
+		// Scan columns: id, totalJobs, totalWalltime, totalNodes, totalNodeHours, totalCores, totalCoreHours, totalAccs, totalAccHours
 		query = sq.Select(col, "COUNT(job.id)",
 			fmt.Sprintf("CAST(ROUND(SUM(job.duration) / 3600) as %s) as totalWalltime", castType),
+			fmt.Sprintf("CAST(SUM(job.num_nodes) as %s) as totalNodes", castType),
 			fmt.Sprintf("CAST(ROUND(SUM(job.duration * job.num_nodes) / 3600) as %s) as totalNodeHours", castType),
+			fmt.Sprintf("CAST(SUM(job.num_hwthreads) as %s) as totalCores", castType),
 			fmt.Sprintf("CAST(ROUND(SUM(job.duration * job.num_hwthreads) / 3600) as %s) as totalCoreHours", castType),
+			fmt.Sprintf("CAST(SUM(job.num_acc) as %s) as totalAccs", castType),
 			fmt.Sprintf("CAST(ROUND(SUM(job.duration * job.num_acc) / 3600) as %s) as totalAccHours", castType),
 		).From("job").GroupBy(col)
 
 	} else {
-		// Scan columns: totalJobs, totalWalltime, totalNodeHours, totalCoreHours, totalAccHours
+		// Scan columns: totalJobs, totalWalltime, totalNodes, totalNodeHours, totalCores, totalCoreHours, totalAccs, totalAccHours
 		query = sq.Select("COUNT(job.id)",
 			fmt.Sprintf("CAST(ROUND(SUM(job.duration) / 3600) as %s)", castType),
+			fmt.Sprintf("CAST(SUM(job.num_nodes) as %s)", castType),
 			fmt.Sprintf("CAST(ROUND(SUM(job.duration * job.num_nodes) / 3600) as %s)", castType),
+			fmt.Sprintf("CAST(SUM(job.num_hwthreads) as %s)", castType),
 			fmt.Sprintf("CAST(ROUND(SUM(job.duration * job.num_hwthreads) / 3600) as %s)", castType),
+			fmt.Sprintf("CAST(SUM(job.num_acc) as %s)", castType),
 			fmt.Sprintf("CAST(ROUND(SUM(job.duration * job.num_acc) / 3600) as %s)", castType),
 		).From("job")
 	}
@@ -152,14 +161,21 @@ func (r *JobRepository) JobsStatsGrouped(
 
 	for rows.Next() {
 		var id sql.NullString
-		var jobs, walltime, nodeHours, coreHours, accHours sql.NullInt64
+		var jobs, walltime, nodes, nodeHours, cores, coreHours, accs, accHours sql.NullInt64
-		if err := rows.Scan(&id, &jobs, &walltime, &nodeHours, &coreHours, &accHours); err != nil {
+		if err := rows.Scan(&id, &jobs, &walltime, &nodes, &nodeHours, &cores, &coreHours, &accs, &accHours); err != nil {
 			log.Warn("Error while scanning rows")
 			return nil, err
 		}
 
 		if id.Valid {
-			var totalCoreHours, totalAccHours int
+			var totalCores, totalCoreHours, totalAccs, totalAccHours int
+
+			if cores.Valid {
+				totalCores = int(cores.Int64)
+			}
+			if accs.Valid {
+				totalAccs = int(accs.Int64)
+			}
 
 			if coreHours.Valid {
 				totalCoreHours = int(coreHours.Int64)
@@ -176,7 +192,9 @@ func (r *JobRepository) JobsStatsGrouped(
 						Name:           name,
 						TotalJobs:      int(jobs.Int64),
 						TotalWalltime:  int(walltime.Int64),
+						TotalCores:     totalCores,
 						TotalCoreHours: totalCoreHours,
+						TotalAccs:      totalAccs,
 						TotalAccHours:  totalAccHours})
 			} else {
 				stats = append(stats,
@@ -184,7 +202,9 @@ func (r *JobRepository) JobsStatsGrouped(
 						ID:             id.String,
 						TotalJobs:      int(jobs.Int64),
 						TotalWalltime:  int(walltime.Int64),
+						TotalCores:     totalCores,
 						TotalCoreHours: totalCoreHours,
+						TotalAccs:      totalAccs,
 						TotalAccHours:  totalAccHours})
 			}
 		}

web/frontend/src/Analysis.root.svelte

@@ -66,13 +66,26 @@
                     histDuration { count, value }
                     histNumNodes { count, value }
                 }
-
-                topUsers: jobsCount(filter: $jobFilters, groupBy: USER, weight: CORE_HOURS, limit: 5) { name, count }
             }
         `, 
         variables: { jobFilters }
     })
 
+    const paging = { itemsPerPage: 5, page: 1 }; // Top 5
+    // const sorting = { field: "totalCoreHours", order: "DESC" };
+    $: topQuery = queryStore({
+        client: client,
+        query: gql`
+            query($jobFilters: [JobFilter!]!, $paging: PageRequest!) {
+                jobsStatistics(filter: $jobFilters, page: $paging, sortBy: TOTALCOREHOURS, groupBy: USER) {
+                    id
+                    totalCoreHours
+                }
+            }
+        `, 
+        variables: { jobFilters, paging }
+    })
+
     $: footprintsQuery = queryStore({
         client: client,
         query: gql`
@@ -164,8 +177,8 @@
             <Pie
                 size={colWidth1}
                 sliceLabel='Core Hours'
-                quantities={$statsQuery.data.topUsers.sort((a, b) => b.count - a.count).map((tu) => tu.count)}
+                quantities={$topQuery.data.jobsStatistics.map((tu) => tu.totalCoreHours)}
-                entities={$statsQuery.data.topUsers.sort((a, b) => b.count - a.count).map((tu) => tu.name)}
+                entities={$topQuery.data.jobsStatistics.map((tu) => tu.id)}
             />
             {/key}
             </div>
@@ -173,11 +186,11 @@
         <Col>
             <Table>
                 <tr class="mb-2"><th>Legend</th><th>User Name</th><th>Core Hours</th></tr>
-                {#each $statsQuery.data.topUsers.sort((a, b) => b.count - a.count) as { name, count }, i}
+                {#each $topQuery.data.jobsStatistics as { id, totalCoreHours }, i}
                     <tr>
                         <td><Icon name="circle-fill" style="color: {colors[i]};"/></td>
-                        <th scope="col"><a href="/monitoring/user/{name}?cluster={cluster.name}">{name}</a></th>
+                        <th scope="col"><a href="/monitoring/user/{id}?cluster={cluster.name}">{id}</a></th>
-                        <td>{count}</td>
+                        <td>{totalCoreHours}</td>
                     </tr>
                 {/each}
             </Table>

web/frontend/src/Status.root.svelte

@@ -39,8 +39,6 @@
         }
 
         allocatedNodes(cluster: $cluster) { name, count }
-        topUsers:    jobsCount(filter: $filter, groupBy: USER,    weight: NODE_COUNT, limit: 10) { name, count }
-        topProjects: jobsCount(filter: $filter, groupBy: PROJECT, weight: NODE_COUNT, limit: 10) { name, count }
     }`,
     variables: {
          cluster: cluster, metrics: ['flops_any', 'mem_bw'], from: from.toISOString(), to: to.toISOString(),
@@ -48,6 +46,36 @@
     }
     })
 
+    const paging = { itemsPerPage: 10, page: 1 }; // Top 10
+    // const sorting = { field: "totalCores", order: "DESC" };
+    $: topUserQuery = queryStore({
+        client: client,
+        query: gql`
+            query($filter: [JobFilter!]!, $paging: PageRequest!) {
+                topUser: jobsStatistics(filter: $filter, page: $paging, sortBy: TOTALCORES, groupBy: USER) {
+                    id
+                    totalNodes
+                    totalCores
+                }
+            }
+        `, 
+        variables: { filter: [{ state: ['running'] }, { cluster: { eq: cluster } }], paging }
+    })
+
+    $: topProjectQuery = queryStore({
+        client: client,
+        query: gql`
+            query($filter: [JobFilter!]!, $paging: PageRequest!) {
+                topProjects: jobsStatistics(filter: $filter, page: $paging, sortBy: TOTALCORES, groupBy: PROJECT) {
+                    id
+                    totalNodes
+                    totalCores
+                }
+            }
+        `, 
+        variables: { filter: [{ state: ['running'] }, { cluster: { eq: cluster } }], paging }
+    })
+
     const sumUp = (data, subcluster, metric) => data.reduce((sum, node) => node.subCluster == subcluster
         ? sum + (node.metrics.find(m => m.name == metric)?.metric.series.reduce((sum, series) => sum + series.data[series.data.length - 1], 0) || 0)
         : sum, 0)
@@ -161,48 +189,47 @@
         <Col class="p-2">
             <div bind:clientWidth={colWidth1}>
                 <h4 class="text-center">Top Users</h4>
-                {#key $mainQuery.data}
+                {#key $topUserQuery.data}
                     <Pie
                         size={colWidth1}
                         sliceLabel='Jobs'
-                        quantities={$mainQuery.data.topUsers.sort((a, b) => b.count - a.count).map((tu) => tu.count)}
+                        quantities={$topUserQuery.data.topUser.map((tu) => tu.totalCores)}
-                        entities={$mainQuery.data.topUsers.sort((a, b) => b.count - a.count).map((tu) => tu.name)}
+                        entities={$topUserQuery.data.topUser.map((tu) => tu.id)}
-                        
                     />
                 {/key}
             </div>
         </Col>
         <Col class="px-4 py-2">
             <Table>
-                <tr class="mb-2"><th>Legend</th><th>User Name</th><th>Number of Nodes</th></tr>
+                <tr class="mb-2"><th>Legend</th><th>User Name</th><th>Number of Cores</th></tr>
-                {#each $mainQuery.data.topUsers.sort((a, b) => b.count - a.count) as { name, count }, i}
+                {#each $topUserQuery.data.topUser as { id, totalCores, totalNodes }, i}
                     <tr>
                         <td><Icon name="circle-fill" style="color: {colors[i]};"/></td>
-                        <th scope="col"><a href="/monitoring/user/{name}?cluster={cluster}&state=running">{name}</a></th>
+                        <th scope="col"><a href="/monitoring/user/{id}?cluster={cluster}&state=running">{id}</a></th>
-                        <td>{count}</td>
+                        <td>{totalCores}</td>
                     </tr>
                 {/each}
             </Table>
         </Col>
         <Col class="p-2">
             <h4 class="text-center">Top Projects</h4>
-            {#key $mainQuery.data}
+            {#key $topProjectQuery.data}
                 <Pie
                     size={colWidth1}
                     sliceLabel='Jobs'
-                    quantities={$mainQuery.data.topProjects.sort((a, b) => b.count - a.count).map((tp) => tp.count)}
+                    quantities={$topProjectQuery.data.topProjects.map((tp) => tp.totalCores)}
-                    entities={$mainQuery.data.topProjects.sort((a, b) => b.count - a.count).map((tp) => tp.name)}
+                    entities={$topProjectQuery.data.topProjects.map((tp) => tp.id)}
                 />
             {/key}
         </Col>
         <Col class="px-4 py-2">
             <Table>
-                <tr class="mb-2"><th>Legend</th><th>Project Code</th><th>Number of Nodes</th></tr>
+                <tr class="mb-2"><th>Legend</th><th>Project Code</th><th>Number of Cores</th></tr>
-                {#each $mainQuery.data.topProjects.sort((a, b) => b.count - a.count) as { name, count }, i}
+                {#each $topProjectQuery.data.topProjects as { id, totalCores, totalNodes }, i}
                     <tr>
                         <td><Icon name="circle-fill" style="color: {colors[i]};"/></td>
-                        <th scope="col"><a href="/monitoring/jobs/?cluster={cluster}&state=running&project={name}&projectMatch=eq">{name}</a></th>
+                        <th scope="col"><a href="/monitoring/jobs/?cluster={cluster}&state=running&project={id}&projectMatch=eq">{id}</a></th>
-                        <td>{count}</td>
+                        <td>{totalCores}</td>
                     </tr>
                 {/each}
             </Table>