mirror of
https://github.com/ClusterCockpit/cc-backend
synced 2024-12-26 05:19:05 +01:00
Merge branch 'dev' into 275_add_tag_scope
This commit is contained in:
commit
d5382aec4f
@ -181,7 +181,7 @@ func main() {
|
||||
log.Fatalf("failed to initialize archive: %s", err.Error())
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}
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if err := metricdata.Init(config.Keys.DisableArchive); err != nil {
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if err := metricdata.Init(); err != nil {
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log.Fatalf("failed to initialize metricdata repository: %s", err.Error())
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}
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|
@ -20,6 +20,7 @@ import (
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"github.com/99designs/gqlgen/graphql/handler"
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"github.com/99designs/gqlgen/graphql/playground"
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"github.com/ClusterCockpit/cc-backend/internal/api"
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"github.com/ClusterCockpit/cc-backend/internal/archiver"
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"github.com/ClusterCockpit/cc-backend/internal/auth"
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"github.com/ClusterCockpit/cc-backend/internal/config"
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"github.com/ClusterCockpit/cc-backend/internal/graph"
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@ -260,8 +261,8 @@ func serverStart() {
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})
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server = &http.Server{
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ReadTimeout: 10 * time.Second,
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WriteTimeout: 10 * time.Second,
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ReadTimeout: 20 * time.Second,
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WriteTimeout: 20 * time.Second,
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Handler: handler,
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Addr: config.Keys.Addr,
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}
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@ -308,5 +309,5 @@ func serverShutdown() {
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server.Shutdown(context.Background())
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// Then, wait for any async archivings still pending...
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apiHandle.JobRepository.WaitForArchiving()
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archiver.WaitForArchiving()
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}
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|
@ -19,9 +19,11 @@ import (
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"testing"
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"github.com/ClusterCockpit/cc-backend/internal/api"
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"github.com/ClusterCockpit/cc-backend/internal/archiver"
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||||
"github.com/ClusterCockpit/cc-backend/internal/auth"
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"github.com/ClusterCockpit/cc-backend/internal/config"
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"github.com/ClusterCockpit/cc-backend/internal/graph"
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"github.com/ClusterCockpit/cc-backend/internal/metricDataDispatcher"
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"github.com/ClusterCockpit/cc-backend/internal/metricdata"
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"github.com/ClusterCockpit/cc-backend/internal/repository"
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"github.com/ClusterCockpit/cc-backend/pkg/archive"
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@ -150,10 +152,11 @@ func setup(t *testing.T) *api.RestApi {
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t.Fatal(err)
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}
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if err := metricdata.Init(config.Keys.DisableArchive); err != nil {
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if err := metricdata.Init(); err != nil {
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t.Fatal(err)
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}
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archiver.Start(repository.GetJobRepository())
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auth.Init()
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graph.Init()
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@ -311,7 +314,7 @@ func TestRestApi(t *testing.T) {
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t.Fatal(response.Status, recorder.Body.String())
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}
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restapi.JobRepository.WaitForArchiving()
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archiver.WaitForArchiving()
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resolver := graph.GetResolverInstance()
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job, err := resolver.Query().Job(ctx, strconv.Itoa(int(dbid)))
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if err != nil {
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@ -341,7 +344,7 @@ func TestRestApi(t *testing.T) {
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}
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t.Run("CheckArchive", func(t *testing.T) {
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data, err := metricdata.LoadData(stoppedJob, []string{"load_one"}, []schema.MetricScope{schema.MetricScopeNode}, context.Background())
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data, err := metricDataDispatcher.LoadData(stoppedJob, []string{"load_one"}, []schema.MetricScope{schema.MetricScopeNode}, context.Background())
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if err != nil {
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t.Fatal(err)
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}
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@ -422,7 +425,7 @@ func TestRestApi(t *testing.T) {
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t.Fatal(response.Status, recorder.Body.String())
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}
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restapi.JobRepository.WaitForArchiving()
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archiver.WaitForArchiving()
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jobid, cluster := int64(12345), "testcluster"
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job, err := restapi.JobRepository.Find(&jobid, &cluster, nil)
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if err != nil {
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|
@ -19,12 +19,13 @@ import (
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"sync"
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"time"
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"github.com/ClusterCockpit/cc-backend/internal/archiver"
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"github.com/ClusterCockpit/cc-backend/internal/auth"
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"github.com/ClusterCockpit/cc-backend/internal/config"
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"github.com/ClusterCockpit/cc-backend/internal/graph"
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"github.com/ClusterCockpit/cc-backend/internal/graph/model"
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"github.com/ClusterCockpit/cc-backend/internal/importer"
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"github.com/ClusterCockpit/cc-backend/internal/metricdata"
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"github.com/ClusterCockpit/cc-backend/internal/metricDataDispatcher"
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"github.com/ClusterCockpit/cc-backend/internal/repository"
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"github.com/ClusterCockpit/cc-backend/internal/util"
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"github.com/ClusterCockpit/cc-backend/pkg/archive"
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@ -516,7 +517,7 @@ func (api *RestApi) getCompleteJobById(rw http.ResponseWriter, r *http.Request)
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var data schema.JobData
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if r.URL.Query().Get("all-metrics") == "true" {
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data, err = metricdata.LoadData(job, nil, scopes, r.Context())
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data, err = metricDataDispatcher.LoadData(job, nil, scopes, r.Context())
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if err != nil {
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log.Warn("Error while loading job data")
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return
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@ -605,7 +606,7 @@ func (api *RestApi) getJobById(rw http.ResponseWriter, r *http.Request) {
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scopes = []schema.MetricScope{"node"}
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}
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data, err := metricdata.LoadData(job, metrics, scopes, r.Context())
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data, err := metricDataDispatcher.LoadData(job, metrics, scopes, r.Context())
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if err != nil {
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log.Warn("Error while loading job data")
|
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return
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@ -1083,7 +1084,7 @@ func (api *RestApi) checkAndHandleStopJob(rw http.ResponseWriter, job *schema.Jo
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}
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// Trigger async archiving
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api.JobRepository.TriggerArchiving(job)
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archiver.TriggerArchiving(job)
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}
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func (api *RestApi) getJobMetrics(rw http.ResponseWriter, r *http.Request) {
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|
94
internal/archiver/archiveWorker.go
Normal file
94
internal/archiver/archiveWorker.go
Normal file
@ -0,0 +1,94 @@
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// Copyright (C) NHR@FAU, University Erlangen-Nuremberg.
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// All rights reserved.
|
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// Use of this source code is governed by a MIT-style
|
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// license that can be found in the LICENSE file.
|
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package archiver
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|
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import (
|
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"context"
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"sync"
|
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"time"
|
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|
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"github.com/ClusterCockpit/cc-backend/internal/repository"
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"github.com/ClusterCockpit/cc-backend/pkg/log"
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"github.com/ClusterCockpit/cc-backend/pkg/schema"
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sq "github.com/Masterminds/squirrel"
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)
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var (
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archivePending sync.WaitGroup
|
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archiveChannel chan *schema.Job
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jobRepo *repository.JobRepository
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)
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func Start(r *repository.JobRepository) {
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archiveChannel = make(chan *schema.Job, 128)
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jobRepo = r
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go archivingWorker()
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}
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// Archiving worker thread
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func archivingWorker() {
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for {
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select {
|
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case job, ok := <-archiveChannel:
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if !ok {
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break
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}
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start := time.Now()
|
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// not using meta data, called to load JobMeta into Cache?
|
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// will fail if job meta not in repository
|
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if _, err := jobRepo.FetchMetadata(job); err != nil {
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log.Errorf("archiving job (dbid: %d) failed at check metadata step: %s", job.ID, err.Error())
|
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jobRepo.UpdateMonitoringStatus(job.ID, schema.MonitoringStatusArchivingFailed)
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continue
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}
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|
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// ArchiveJob will fetch all the data from a MetricDataRepository and push into configured archive backend
|
||||
// TODO: Maybe use context with cancel/timeout here
|
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jobMeta, err := ArchiveJob(job, context.Background())
|
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if err != nil {
|
||||
log.Errorf("archiving job (dbid: %d) failed at archiving job step: %s", job.ID, err.Error())
|
||||
jobRepo.UpdateMonitoringStatus(job.ID, schema.MonitoringStatusArchivingFailed)
|
||||
continue
|
||||
}
|
||||
|
||||
stmt := sq.Update("job").Where("job.id = ?", job.ID)
|
||||
|
||||
if stmt, err = jobRepo.UpdateFootprint(stmt, jobMeta); err != nil {
|
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log.Errorf("archiving job (dbid: %d) failed at update Footprint step: %s", job.ID, err.Error())
|
||||
continue
|
||||
}
|
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if stmt, err = jobRepo.UpdateEnergy(stmt, jobMeta); err != nil {
|
||||
log.Errorf("archiving job (dbid: %d) failed at update Energy step: %s", job.ID, err.Error())
|
||||
continue
|
||||
}
|
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// Update the jobs database entry one last time:
|
||||
stmt = jobRepo.MarkArchived(stmt, schema.MonitoringStatusArchivingSuccessful)
|
||||
if err := jobRepo.Execute(stmt); err != nil {
|
||||
log.Errorf("archiving job (dbid: %d) failed at db execute: %s", job.ID, err.Error())
|
||||
continue
|
||||
}
|
||||
log.Debugf("archiving job %d took %s", job.JobID, time.Since(start))
|
||||
log.Printf("archiving job (dbid: %d) successful", job.ID)
|
||||
archivePending.Done()
|
||||
}
|
||||
}
|
||||
}
|
||||
|
||||
// Trigger async archiving
|
||||
func TriggerArchiving(job *schema.Job) {
|
||||
if archiveChannel == nil {
|
||||
log.Fatal("Cannot archive without archiving channel. Did you Start the archiver?")
|
||||
}
|
||||
|
||||
archivePending.Add(1)
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archiveChannel <- job
|
||||
}
|
||||
|
||||
// Wait for background thread to finish pending archiving operations
|
||||
func WaitForArchiving() {
|
||||
// close channel and wait for worker to process remaining jobs
|
||||
archivePending.Wait()
|
||||
}
|
82
internal/archiver/archiver.go
Normal file
82
internal/archiver/archiver.go
Normal file
@ -0,0 +1,82 @@
|
||||
// Copyright (C) NHR@FAU, University Erlangen-Nuremberg.
|
||||
// All rights reserved.
|
||||
// Use of this source code is governed by a MIT-style
|
||||
// license that can be found in the LICENSE file.
|
||||
package archiver
|
||||
|
||||
import (
|
||||
"context"
|
||||
"math"
|
||||
|
||||
"github.com/ClusterCockpit/cc-backend/internal/config"
|
||||
"github.com/ClusterCockpit/cc-backend/internal/metricDataDispatcher"
|
||||
"github.com/ClusterCockpit/cc-backend/pkg/archive"
|
||||
"github.com/ClusterCockpit/cc-backend/pkg/log"
|
||||
"github.com/ClusterCockpit/cc-backend/pkg/schema"
|
||||
)
|
||||
|
||||
// Writes a running job to the job-archive
|
||||
func ArchiveJob(job *schema.Job, ctx context.Context) (*schema.JobMeta, error) {
|
||||
allMetrics := make([]string, 0)
|
||||
metricConfigs := archive.GetCluster(job.Cluster).MetricConfig
|
||||
for _, mc := range metricConfigs {
|
||||
allMetrics = append(allMetrics, mc.Name)
|
||||
}
|
||||
|
||||
scopes := []schema.MetricScope{schema.MetricScopeNode}
|
||||
// FIXME: Add a config option for this
|
||||
if job.NumNodes <= 8 {
|
||||
// This will add the native scope if core scope is not available
|
||||
scopes = append(scopes, schema.MetricScopeCore)
|
||||
}
|
||||
|
||||
if job.NumAcc > 0 {
|
||||
scopes = append(scopes, schema.MetricScopeAccelerator)
|
||||
}
|
||||
|
||||
jobData, err := metricDataDispatcher.LoadData(job, allMetrics, scopes, ctx)
|
||||
if err != nil {
|
||||
log.Error("Error wile loading job data for archiving")
|
||||
return nil, err
|
||||
}
|
||||
|
||||
jobMeta := &schema.JobMeta{
|
||||
BaseJob: job.BaseJob,
|
||||
StartTime: job.StartTime.Unix(),
|
||||
Statistics: make(map[string]schema.JobStatistics),
|
||||
}
|
||||
|
||||
for metric, data := range jobData {
|
||||
avg, min, max := 0.0, math.MaxFloat32, -math.MaxFloat32
|
||||
nodeData, ok := data["node"]
|
||||
if !ok {
|
||||
// This should never happen ?
|
||||
continue
|
||||
}
|
||||
|
||||
for _, series := range nodeData.Series {
|
||||
avg += series.Statistics.Avg
|
||||
min = math.Min(min, series.Statistics.Min)
|
||||
max = math.Max(max, series.Statistics.Max)
|
||||
}
|
||||
|
||||
jobMeta.Statistics[metric] = schema.JobStatistics{
|
||||
Unit: schema.Unit{
|
||||
Prefix: archive.GetMetricConfig(job.Cluster, metric).Unit.Prefix,
|
||||
Base: archive.GetMetricConfig(job.Cluster, metric).Unit.Base,
|
||||
},
|
||||
Avg: avg / float64(job.NumNodes),
|
||||
Min: min,
|
||||
Max: max,
|
||||
}
|
||||
}
|
||||
|
||||
// If the file based archive is disabled,
|
||||
// only return the JobMeta structure as the
|
||||
// statistics in there are needed.
|
||||
if config.Keys.DisableArchive {
|
||||
return jobMeta, nil
|
||||
}
|
||||
|
||||
return jobMeta, archive.GetHandle().ImportJob(jobMeta, &jobData)
|
||||
}
|
@ -15,7 +15,7 @@ import (
|
||||
"github.com/ClusterCockpit/cc-backend/internal/config"
|
||||
"github.com/ClusterCockpit/cc-backend/internal/graph/generated"
|
||||
"github.com/ClusterCockpit/cc-backend/internal/graph/model"
|
||||
"github.com/ClusterCockpit/cc-backend/internal/metricdata"
|
||||
"github.com/ClusterCockpit/cc-backend/internal/metricDataDispatcher"
|
||||
"github.com/ClusterCockpit/cc-backend/internal/repository"
|
||||
"github.com/ClusterCockpit/cc-backend/pkg/archive"
|
||||
"github.com/ClusterCockpit/cc-backend/pkg/log"
|
||||
@ -233,7 +233,7 @@ func (r *queryResolver) JobMetrics(ctx context.Context, id string, metrics []str
|
||||
return nil, err
|
||||
}
|
||||
|
||||
data, err := metricdata.LoadData(job, metrics, scopes, ctx)
|
||||
data, err := metricDataDispatcher.LoadData(job, metrics, scopes, ctx)
|
||||
if err != nil {
|
||||
log.Warn("Error while loading job data")
|
||||
return nil, err
|
||||
@ -385,7 +385,7 @@ func (r *queryResolver) NodeMetrics(ctx context.Context, cluster string, nodes [
|
||||
}
|
||||
}
|
||||
|
||||
data, err := metricdata.LoadNodeData(cluster, metrics, nodes, scopes, from, to, ctx)
|
||||
data, err := metricDataDispatcher.LoadNodeData(cluster, metrics, nodes, scopes, from, to, ctx)
|
||||
if err != nil {
|
||||
log.Warn("Error while loading node data")
|
||||
return nil, err
|
||||
@ -442,9 +442,11 @@ func (r *Resolver) Query() generated.QueryResolver { return &queryResolver{r} }
|
||||
// SubCluster returns generated.SubClusterResolver implementation.
|
||||
func (r *Resolver) SubCluster() generated.SubClusterResolver { return &subClusterResolver{r} }
|
||||
|
||||
type clusterResolver struct{ *Resolver }
|
||||
type jobResolver struct{ *Resolver }
|
||||
type metricValueResolver struct{ *Resolver }
|
||||
type mutationResolver struct{ *Resolver }
|
||||
type queryResolver struct{ *Resolver }
|
||||
type subClusterResolver struct{ *Resolver }
|
||||
type (
|
||||
clusterResolver struct{ *Resolver }
|
||||
jobResolver struct{ *Resolver }
|
||||
metricValueResolver struct{ *Resolver }
|
||||
mutationResolver struct{ *Resolver }
|
||||
queryResolver struct{ *Resolver }
|
||||
subClusterResolver struct{ *Resolver }
|
||||
)
|
||||
|
@ -11,7 +11,7 @@ import (
|
||||
|
||||
"github.com/99designs/gqlgen/graphql"
|
||||
"github.com/ClusterCockpit/cc-backend/internal/graph/model"
|
||||
"github.com/ClusterCockpit/cc-backend/internal/metricdata"
|
||||
"github.com/ClusterCockpit/cc-backend/internal/metricDataDispatcher"
|
||||
"github.com/ClusterCockpit/cc-backend/pkg/log"
|
||||
"github.com/ClusterCockpit/cc-backend/pkg/schema"
|
||||
// "github.com/ClusterCockpit/cc-backend/pkg/archive"
|
||||
@ -24,8 +24,8 @@ func (r *queryResolver) rooflineHeatmap(
|
||||
ctx context.Context,
|
||||
filter []*model.JobFilter,
|
||||
rows int, cols int,
|
||||
minX float64, minY float64, maxX float64, maxY float64) ([][]float64, error) {
|
||||
|
||||
minX float64, minY float64, maxX float64, maxY float64,
|
||||
) ([][]float64, error) {
|
||||
jobs, err := r.Repo.QueryJobs(ctx, filter, &model.PageRequest{Page: 1, ItemsPerPage: MAX_JOBS_FOR_ANALYSIS + 1}, nil)
|
||||
if err != nil {
|
||||
log.Error("Error while querying jobs for roofline")
|
||||
@ -47,7 +47,7 @@ func (r *queryResolver) rooflineHeatmap(
|
||||
continue
|
||||
}
|
||||
|
||||
jobdata, err := metricdata.LoadData(job, []string{"flops_any", "mem_bw"}, []schema.MetricScope{schema.MetricScopeNode}, ctx)
|
||||
jobdata, err := metricDataDispatcher.LoadData(job, []string{"flops_any", "mem_bw"}, []schema.MetricScope{schema.MetricScopeNode}, ctx)
|
||||
if err != nil {
|
||||
log.Errorf("Error while loading roofline metrics for job %d", job.ID)
|
||||
return nil, err
|
||||
@ -120,7 +120,7 @@ func (r *queryResolver) jobsFootprints(ctx context.Context, filter []*model.JobF
|
||||
continue
|
||||
}
|
||||
|
||||
if err := metricdata.LoadAverages(job, metrics, avgs, ctx); err != nil {
|
||||
if err := metricDataDispatcher.LoadAverages(job, metrics, avgs, ctx); err != nil {
|
||||
log.Error("Error while loading averages for footprint")
|
||||
return nil, err
|
||||
}
|
||||
|
@ -77,8 +77,16 @@ func HandleImportFlag(flag string) error {
|
||||
job.Footprint = make(map[string]float64)
|
||||
|
||||
for _, fp := range sc.Footprint {
|
||||
job.Footprint[fp] = repository.LoadJobStat(&job, fp)
|
||||
statType := "avg"
|
||||
|
||||
if i, err := archive.MetricIndex(sc.MetricConfig, fp); err != nil {
|
||||
statType = sc.MetricConfig[i].Footprint
|
||||
}
|
||||
|
||||
name := fmt.Sprintf("%s_%s", fp, statType)
|
||||
job.Footprint[fp] = repository.LoadJobStat(&job, name, statType)
|
||||
}
|
||||
|
||||
job.RawFootprint, err = json.Marshal(job.Footprint)
|
||||
if err != nil {
|
||||
log.Warn("Error while marshaling job footprint")
|
||||
|
@ -16,6 +16,11 @@ import (
|
||||
"github.com/ClusterCockpit/cc-backend/pkg/schema"
|
||||
)
|
||||
|
||||
const (
|
||||
addTagQuery = "INSERT INTO tag (tag_name, tag_type) VALUES (?, ?)"
|
||||
setTagQuery = "INSERT INTO jobtag (job_id, tag_id) VALUES (?, ?)"
|
||||
)
|
||||
|
||||
// Delete the tables "job", "tag" and "jobtag" from the database and
|
||||
// repopulate them using the jobs found in `archive`.
|
||||
func InitDB() error {
|
||||
@ -68,7 +73,15 @@ func InitDB() error {
|
||||
job.Footprint = make(map[string]float64)
|
||||
|
||||
for _, fp := range sc.Footprint {
|
||||
job.Footprint[fp] = repository.LoadJobStat(jobMeta, fp)
|
||||
statType := "avg"
|
||||
|
||||
if i, err := archive.MetricIndex(sc.MetricConfig, fp); err != nil {
|
||||
statType = sc.MetricConfig[i].Footprint
|
||||
}
|
||||
|
||||
name := fmt.Sprintf("%s_%s", fp, statType)
|
||||
|
||||
job.Footprint[fp] = repository.LoadJobStat(jobMeta, name, statType)
|
||||
}
|
||||
|
||||
job.RawFootprint, err = json.Marshal(job.Footprint)
|
||||
@ -97,7 +110,8 @@ func InitDB() error {
|
||||
continue
|
||||
}
|
||||
|
||||
id, err := r.TransactionAdd(t, job)
|
||||
id, err := r.TransactionAddNamed(t,
|
||||
repository.NamedJobInsert, job)
|
||||
if err != nil {
|
||||
log.Errorf("repository initDB(): %v", err)
|
||||
errorOccured++
|
||||
@ -108,7 +122,9 @@ func InitDB() error {
|
||||
tagstr := tag.Name + ":" + tag.Type
|
||||
tagId, ok := tags[tagstr]
|
||||
if !ok {
|
||||
tagId, err = r.TransactionAddTag(t, tag)
|
||||
tagId, err = r.TransactionAdd(t,
|
||||
addTagQuery,
|
||||
tag.Name, tag.Type)
|
||||
if err != nil {
|
||||
log.Errorf("Error adding tag: %v", err)
|
||||
errorOccured++
|
||||
@ -117,7 +133,9 @@ func InitDB() error {
|
||||
tags[tagstr] = tagId
|
||||
}
|
||||
|
||||
r.TransactionSetTag(t, id, tagId)
|
||||
r.TransactionAdd(t,
|
||||
setTagQuery,
|
||||
id, tagId)
|
||||
}
|
||||
|
||||
if err == nil {
|
||||
|
231
internal/metricDataDispatcher/dataLoader.go
Normal file
231
internal/metricDataDispatcher/dataLoader.go
Normal file
@ -0,0 +1,231 @@
|
||||
// Copyright (C) NHR@FAU, University Erlangen-Nuremberg.
|
||||
// All rights reserved.
|
||||
// Use of this source code is governed by a MIT-style
|
||||
// license that can be found in the LICENSE file.
|
||||
package metricDataDispatcher
|
||||
|
||||
import (
|
||||
"context"
|
||||
"fmt"
|
||||
"time"
|
||||
|
||||
"github.com/ClusterCockpit/cc-backend/internal/config"
|
||||
"github.com/ClusterCockpit/cc-backend/internal/metricdata"
|
||||
"github.com/ClusterCockpit/cc-backend/pkg/archive"
|
||||
"github.com/ClusterCockpit/cc-backend/pkg/log"
|
||||
"github.com/ClusterCockpit/cc-backend/pkg/lrucache"
|
||||
"github.com/ClusterCockpit/cc-backend/pkg/schema"
|
||||
)
|
||||
|
||||
var cache *lrucache.Cache = lrucache.New(128 * 1024 * 1024)
|
||||
|
||||
func cacheKey(
|
||||
job *schema.Job,
|
||||
metrics []string,
|
||||
scopes []schema.MetricScope,
|
||||
) string {
|
||||
// Duration and StartTime do not need to be in the cache key as StartTime is less unique than
|
||||
// job.ID and the TTL of the cache entry makes sure it does not stay there forever.
|
||||
return fmt.Sprintf("%d(%s):[%v],[%v]",
|
||||
job.ID, job.State, metrics, scopes)
|
||||
}
|
||||
|
||||
// Fetches the metric data for a job.
|
||||
func LoadData(job *schema.Job,
|
||||
metrics []string,
|
||||
scopes []schema.MetricScope,
|
||||
ctx context.Context,
|
||||
) (schema.JobData, error) {
|
||||
data := cache.Get(cacheKey(job, metrics, scopes), func() (_ interface{}, ttl time.Duration, size int) {
|
||||
var jd schema.JobData
|
||||
var err error
|
||||
|
||||
if job.State == schema.JobStateRunning ||
|
||||
job.MonitoringStatus == schema.MonitoringStatusRunningOrArchiving ||
|
||||
config.Keys.DisableArchive {
|
||||
|
||||
repo, err := metricdata.GetMetricDataRepo(job.Cluster)
|
||||
if err != nil {
|
||||
return fmt.Errorf("METRICDATA/METRICDATA > no metric data repository configured for '%s'", job.Cluster), 0, 0
|
||||
}
|
||||
|
||||
if scopes == nil {
|
||||
scopes = append(scopes, schema.MetricScopeNode)
|
||||
}
|
||||
|
||||
if metrics == nil {
|
||||
cluster := archive.GetCluster(job.Cluster)
|
||||
for _, mc := range cluster.MetricConfig {
|
||||
metrics = append(metrics, mc.Name)
|
||||
}
|
||||
}
|
||||
|
||||
jd, err = repo.LoadData(job, metrics, scopes, ctx)
|
||||
if err != nil {
|
||||
if len(jd) != 0 {
|
||||
log.Warnf("partial error: %s", err.Error())
|
||||
// return err, 0, 0 // Reactivating will block archiving on one partial error
|
||||
} else {
|
||||
log.Error("Error while loading job data from metric repository")
|
||||
return err, 0, 0
|
||||
}
|
||||
}
|
||||
size = jd.Size()
|
||||
} else {
|
||||
jd, err = archive.GetHandle().LoadJobData(job)
|
||||
if err != nil {
|
||||
log.Error("Error while loading job data from archive")
|
||||
return err, 0, 0
|
||||
}
|
||||
|
||||
// Avoid sending unrequested data to the client:
|
||||
if metrics != nil || scopes != nil {
|
||||
if metrics == nil {
|
||||
metrics = make([]string, 0, len(jd))
|
||||
for k := range jd {
|
||||
metrics = append(metrics, k)
|
||||
}
|
||||
}
|
||||
|
||||
res := schema.JobData{}
|
||||
for _, metric := range metrics {
|
||||
if perscope, ok := jd[metric]; ok {
|
||||
if len(perscope) > 1 {
|
||||
subset := make(map[schema.MetricScope]*schema.JobMetric)
|
||||
for _, scope := range scopes {
|
||||
if jm, ok := perscope[scope]; ok {
|
||||
subset[scope] = jm
|
||||
}
|
||||
}
|
||||
|
||||
if len(subset) > 0 {
|
||||
perscope = subset
|
||||
}
|
||||
}
|
||||
|
||||
res[metric] = perscope
|
||||
}
|
||||
}
|
||||
jd = res
|
||||
}
|
||||
size = jd.Size()
|
||||
}
|
||||
|
||||
ttl = 5 * time.Hour
|
||||
if job.State == schema.JobStateRunning {
|
||||
ttl = 2 * time.Minute
|
||||
}
|
||||
|
||||
// FIXME: Review: Is this really necessary or correct.
|
||||
// For /monitoring/job/<job> and some other places, flops_any and mem_bw need
|
||||
// to be available at the scope 'node'. If a job has a lot of nodes,
|
||||
// statisticsSeries should be available so that a min/median/max Graph can be
|
||||
// used instead of a lot of single lines.
|
||||
const maxSeriesSize int = 15
|
||||
for _, scopes := range jd {
|
||||
for _, jm := range scopes {
|
||||
if jm.StatisticsSeries != nil || len(jm.Series) <= maxSeriesSize {
|
||||
continue
|
||||
}
|
||||
|
||||
jm.AddStatisticsSeries()
|
||||
}
|
||||
}
|
||||
|
||||
nodeScopeRequested := false
|
||||
for _, scope := range scopes {
|
||||
if scope == schema.MetricScopeNode {
|
||||
nodeScopeRequested = true
|
||||
}
|
||||
}
|
||||
|
||||
if nodeScopeRequested {
|
||||
jd.AddNodeScope("flops_any")
|
||||
jd.AddNodeScope("mem_bw")
|
||||
}
|
||||
|
||||
return jd, ttl, size
|
||||
})
|
||||
|
||||
if err, ok := data.(error); ok {
|
||||
log.Error("Error in returned dataset")
|
||||
return nil, err
|
||||
}
|
||||
|
||||
return data.(schema.JobData), nil
|
||||
}
|
||||
|
||||
// Used for the jobsFootprint GraphQL-Query. TODO: Rename/Generalize.
|
||||
func LoadAverages(
|
||||
job *schema.Job,
|
||||
metrics []string,
|
||||
data [][]schema.Float,
|
||||
ctx context.Context,
|
||||
) error {
|
||||
if job.State != schema.JobStateRunning && !config.Keys.DisableArchive {
|
||||
return archive.LoadAveragesFromArchive(job, metrics, data) // #166 change also here?
|
||||
}
|
||||
|
||||
repo, err := metricdata.GetMetricDataRepo(job.Cluster)
|
||||
if err != nil {
|
||||
return fmt.Errorf("METRICDATA/METRICDATA > no metric data repository configured for '%s'", job.Cluster)
|
||||
}
|
||||
|
||||
stats, err := repo.LoadStats(job, metrics, ctx) // #166 how to handle stats for acc normalizazion?
|
||||
if err != nil {
|
||||
log.Errorf("Error while loading statistics for job %v (User %v, Project %v)", job.JobID, job.User, job.Project)
|
||||
return err
|
||||
}
|
||||
|
||||
for i, m := range metrics {
|
||||
nodes, ok := stats[m]
|
||||
if !ok {
|
||||
data[i] = append(data[i], schema.NaN)
|
||||
continue
|
||||
}
|
||||
|
||||
sum := 0.0
|
||||
for _, node := range nodes {
|
||||
sum += node.Avg
|
||||
}
|
||||
data[i] = append(data[i], schema.Float(sum))
|
||||
}
|
||||
|
||||
return nil
|
||||
}
|
||||
|
||||
// Used for the node/system view. Returns a map of nodes to a map of metrics.
|
||||
func LoadNodeData(
|
||||
cluster string,
|
||||
metrics, nodes []string,
|
||||
scopes []schema.MetricScope,
|
||||
from, to time.Time,
|
||||
ctx context.Context,
|
||||
) (map[string]map[string][]*schema.JobMetric, error) {
|
||||
repo, err := metricdata.GetMetricDataRepo(cluster)
|
||||
if err != nil {
|
||||
return nil, fmt.Errorf("METRICDATA/METRICDATA > no metric data repository configured for '%s'", cluster)
|
||||
}
|
||||
|
||||
if metrics == nil {
|
||||
for _, m := range archive.GetCluster(cluster).MetricConfig {
|
||||
metrics = append(metrics, m.Name)
|
||||
}
|
||||
}
|
||||
|
||||
data, err := repo.LoadNodeData(cluster, metrics, nodes, scopes, from, to, ctx)
|
||||
if err != nil {
|
||||
if len(data) != 0 {
|
||||
log.Warnf("partial error: %s", err.Error())
|
||||
} else {
|
||||
log.Error("Error while loading node data from metric repository")
|
||||
return nil, err
|
||||
}
|
||||
}
|
||||
|
||||
if data == nil {
|
||||
return nil, fmt.Errorf("METRICDATA/METRICDATA > the metric data repository for '%s' does not support this query", cluster)
|
||||
}
|
||||
|
||||
return data, nil
|
||||
}
|
@ -8,13 +8,10 @@ import (
|
||||
"context"
|
||||
"encoding/json"
|
||||
"fmt"
|
||||
"math"
|
||||
"time"
|
||||
|
||||
"github.com/ClusterCockpit/cc-backend/internal/config"
|
||||
"github.com/ClusterCockpit/cc-backend/pkg/archive"
|
||||
"github.com/ClusterCockpit/cc-backend/pkg/log"
|
||||
"github.com/ClusterCockpit/cc-backend/pkg/lrucache"
|
||||
"github.com/ClusterCockpit/cc-backend/pkg/schema"
|
||||
)
|
||||
|
||||
@ -35,10 +32,7 @@ type MetricDataRepository interface {
|
||||
|
||||
var metricDataRepos map[string]MetricDataRepository = map[string]MetricDataRepository{}
|
||||
|
||||
var useArchive bool
|
||||
|
||||
func Init(disableArchive bool) error {
|
||||
useArchive = !disableArchive
|
||||
func Init() error {
|
||||
for _, cluster := range config.Keys.Clusters {
|
||||
if cluster.MetricDataRepository != nil {
|
||||
var kind struct {
|
||||
@ -73,287 +67,13 @@ func Init(disableArchive bool) error {
|
||||
return nil
|
||||
}
|
||||
|
||||
var cache *lrucache.Cache = lrucache.New(128 * 1024 * 1024)
|
||||
|
||||
// Fetches the metric data for a job.
|
||||
func LoadData(job *schema.Job,
|
||||
metrics []string,
|
||||
scopes []schema.MetricScope,
|
||||
ctx context.Context,
|
||||
) (schema.JobData, error) {
|
||||
data := cache.Get(cacheKey(job, metrics, scopes), func() (_ interface{}, ttl time.Duration, size int) {
|
||||
var jd schema.JobData
|
||||
func GetMetricDataRepo(cluster string) (MetricDataRepository, error) {
|
||||
var err error
|
||||
|
||||
if job.State == schema.JobStateRunning ||
|
||||
job.MonitoringStatus == schema.MonitoringStatusRunningOrArchiving ||
|
||||
!useArchive {
|
||||
|
||||
repo, ok := metricDataRepos[job.Cluster]
|
||||
|
||||
if !ok {
|
||||
return fmt.Errorf("METRICDATA/METRICDATA > no metric data repository configured for '%s'", job.Cluster), 0, 0
|
||||
}
|
||||
|
||||
if scopes == nil {
|
||||
scopes = append(scopes, schema.MetricScopeNode)
|
||||
}
|
||||
|
||||
if metrics == nil {
|
||||
cluster := archive.GetCluster(job.Cluster)
|
||||
for _, mc := range cluster.MetricConfig {
|
||||
metrics = append(metrics, mc.Name)
|
||||
}
|
||||
}
|
||||
|
||||
jd, err = repo.LoadData(job, metrics, scopes, ctx)
|
||||
if err != nil {
|
||||
if len(jd) != 0 {
|
||||
log.Warnf("partial error: %s", err.Error())
|
||||
// return err, 0, 0 // Reactivating will block archiving on one partial error
|
||||
} else {
|
||||
log.Error("Error while loading job data from metric repository")
|
||||
return err, 0, 0
|
||||
}
|
||||
}
|
||||
size = jd.Size()
|
||||
} else {
|
||||
jd, err = archive.GetHandle().LoadJobData(job)
|
||||
if err != nil {
|
||||
log.Error("Error while loading job data from archive")
|
||||
return err, 0, 0
|
||||
}
|
||||
|
||||
// Avoid sending unrequested data to the client:
|
||||
if metrics != nil || scopes != nil {
|
||||
if metrics == nil {
|
||||
metrics = make([]string, 0, len(jd))
|
||||
for k := range jd {
|
||||
metrics = append(metrics, k)
|
||||
}
|
||||
}
|
||||
|
||||
res := schema.JobData{}
|
||||
for _, metric := range metrics {
|
||||
if perscope, ok := jd[metric]; ok {
|
||||
if len(perscope) > 1 {
|
||||
subset := make(map[schema.MetricScope]*schema.JobMetric)
|
||||
for _, scope := range scopes {
|
||||
if jm, ok := perscope[scope]; ok {
|
||||
subset[scope] = jm
|
||||
}
|
||||
}
|
||||
|
||||
if len(subset) > 0 {
|
||||
perscope = subset
|
||||
}
|
||||
}
|
||||
|
||||
res[metric] = perscope
|
||||
}
|
||||
}
|
||||
jd = res
|
||||
}
|
||||
size = jd.Size()
|
||||
}
|
||||
|
||||
ttl = 5 * time.Hour
|
||||
if job.State == schema.JobStateRunning {
|
||||
ttl = 2 * time.Minute
|
||||
}
|
||||
|
||||
prepareJobData(jd, scopes)
|
||||
|
||||
return jd, ttl, size
|
||||
})
|
||||
|
||||
if err, ok := data.(error); ok {
|
||||
log.Error("Error in returned dataset")
|
||||
return nil, err
|
||||
}
|
||||
|
||||
return data.(schema.JobData), nil
|
||||
}
|
||||
|
||||
// Used for the jobsFootprint GraphQL-Query. TODO: Rename/Generalize.
|
||||
func LoadAverages(
|
||||
job *schema.Job,
|
||||
metrics []string,
|
||||
data [][]schema.Float,
|
||||
ctx context.Context,
|
||||
) error {
|
||||
if job.State != schema.JobStateRunning && useArchive {
|
||||
return archive.LoadAveragesFromArchive(job, metrics, data) // #166 change also here?
|
||||
}
|
||||
|
||||
repo, ok := metricDataRepos[job.Cluster]
|
||||
if !ok {
|
||||
return fmt.Errorf("METRICDATA/METRICDATA > no metric data repository configured for '%s'", job.Cluster)
|
||||
}
|
||||
|
||||
stats, err := repo.LoadStats(job, metrics, ctx) // #166 how to handle stats for acc normalizazion?
|
||||
if err != nil {
|
||||
log.Errorf("Error while loading statistics for job %v (User %v, Project %v)", job.JobID, job.User, job.Project)
|
||||
return err
|
||||
}
|
||||
|
||||
for i, m := range metrics {
|
||||
nodes, ok := stats[m]
|
||||
if !ok {
|
||||
data[i] = append(data[i], schema.NaN)
|
||||
continue
|
||||
}
|
||||
|
||||
sum := 0.0
|
||||
for _, node := range nodes {
|
||||
sum += node.Avg
|
||||
}
|
||||
data[i] = append(data[i], schema.Float(sum))
|
||||
}
|
||||
|
||||
return nil
|
||||
}
|
||||
|
||||
// Used for the node/system view. Returns a map of nodes to a map of metrics.
|
||||
func LoadNodeData(
|
||||
cluster string,
|
||||
metrics, nodes []string,
|
||||
scopes []schema.MetricScope,
|
||||
from, to time.Time,
|
||||
ctx context.Context,
|
||||
) (map[string]map[string][]*schema.JobMetric, error) {
|
||||
repo, ok := metricDataRepos[cluster]
|
||||
|
||||
if !ok {
|
||||
return nil, fmt.Errorf("METRICDATA/METRICDATA > no metric data repository configured for '%s'", cluster)
|
||||
err = fmt.Errorf("METRICDATA/METRICDATA > no metric data repository configured for '%s'", cluster)
|
||||
}
|
||||
|
||||
if metrics == nil {
|
||||
for _, m := range archive.GetCluster(cluster).MetricConfig {
|
||||
metrics = append(metrics, m.Name)
|
||||
}
|
||||
}
|
||||
|
||||
data, err := repo.LoadNodeData(cluster, metrics, nodes, scopes, from, to, ctx)
|
||||
if err != nil {
|
||||
if len(data) != 0 {
|
||||
log.Warnf("partial error: %s", err.Error())
|
||||
} else {
|
||||
log.Error("Error while loading node data from metric repository")
|
||||
return nil, err
|
||||
}
|
||||
}
|
||||
|
||||
if data == nil {
|
||||
return nil, fmt.Errorf("METRICDATA/METRICDATA > the metric data repository for '%s' does not support this query", cluster)
|
||||
}
|
||||
|
||||
return data, nil
|
||||
}
|
||||
|
||||
func cacheKey(
|
||||
job *schema.Job,
|
||||
metrics []string,
|
||||
scopes []schema.MetricScope,
|
||||
) string {
|
||||
// Duration and StartTime do not need to be in the cache key as StartTime is less unique than
|
||||
// job.ID and the TTL of the cache entry makes sure it does not stay there forever.
|
||||
return fmt.Sprintf("%d(%s):[%v],[%v]",
|
||||
job.ID, job.State, metrics, scopes)
|
||||
}
|
||||
|
||||
// For /monitoring/job/<job> and some other places, flops_any and mem_bw need
|
||||
// to be available at the scope 'node'. If a job has a lot of nodes,
|
||||
// statisticsSeries should be available so that a min/median/max Graph can be
|
||||
// used instead of a lot of single lines.
|
||||
func prepareJobData(
|
||||
jobData schema.JobData,
|
||||
scopes []schema.MetricScope,
|
||||
) {
|
||||
const maxSeriesSize int = 15
|
||||
for _, scopes := range jobData {
|
||||
for _, jm := range scopes {
|
||||
if jm.StatisticsSeries != nil || len(jm.Series) <= maxSeriesSize {
|
||||
continue
|
||||
}
|
||||
|
||||
jm.AddStatisticsSeries()
|
||||
}
|
||||
}
|
||||
|
||||
nodeScopeRequested := false
|
||||
for _, scope := range scopes {
|
||||
if scope == schema.MetricScopeNode {
|
||||
nodeScopeRequested = true
|
||||
}
|
||||
}
|
||||
|
||||
if nodeScopeRequested {
|
||||
jobData.AddNodeScope("flops_any")
|
||||
jobData.AddNodeScope("mem_bw")
|
||||
}
|
||||
}
|
||||
|
||||
// Writes a running job to the job-archive
|
||||
func ArchiveJob(job *schema.Job, ctx context.Context) (*schema.JobMeta, error) {
|
||||
allMetrics := make([]string, 0)
|
||||
metricConfigs := archive.GetCluster(job.Cluster).MetricConfig
|
||||
for _, mc := range metricConfigs {
|
||||
allMetrics = append(allMetrics, mc.Name)
|
||||
}
|
||||
|
||||
// TODO: Talk about this! What resolutions to store data at...
|
||||
scopes := []schema.MetricScope{schema.MetricScopeNode}
|
||||
if job.NumNodes <= 8 {
|
||||
scopes = append(scopes, schema.MetricScopeCore)
|
||||
}
|
||||
|
||||
if job.NumAcc > 0 {
|
||||
scopes = append(scopes, schema.MetricScopeAccelerator)
|
||||
}
|
||||
|
||||
jobData, err := LoadData(job, allMetrics, scopes, ctx)
|
||||
if err != nil {
|
||||
log.Error("Error wile loading job data for archiving")
|
||||
return nil, err
|
||||
}
|
||||
|
||||
jobMeta := &schema.JobMeta{
|
||||
BaseJob: job.BaseJob,
|
||||
StartTime: job.StartTime.Unix(),
|
||||
Statistics: make(map[string]schema.JobStatistics),
|
||||
}
|
||||
|
||||
for metric, data := range jobData {
|
||||
avg, min, max := 0.0, math.MaxFloat32, -math.MaxFloat32
|
||||
nodeData, ok := data["node"]
|
||||
if !ok {
|
||||
// TODO/FIXME: Calc average for non-node metrics as well!
|
||||
continue
|
||||
}
|
||||
|
||||
for _, series := range nodeData.Series {
|
||||
avg += series.Statistics.Avg
|
||||
min = math.Min(min, series.Statistics.Min)
|
||||
max = math.Max(max, series.Statistics.Max)
|
||||
}
|
||||
|
||||
jobMeta.Statistics[metric] = schema.JobStatistics{
|
||||
Unit: schema.Unit{
|
||||
Prefix: archive.GetMetricConfig(job.Cluster, metric).Unit.Prefix,
|
||||
Base: archive.GetMetricConfig(job.Cluster, metric).Unit.Base,
|
||||
},
|
||||
Avg: avg / float64(job.NumNodes),
|
||||
Min: min,
|
||||
Max: max,
|
||||
}
|
||||
}
|
||||
|
||||
// If the file based archive is disabled,
|
||||
// only return the JobMeta structure as the
|
||||
// statistics in there are needed.
|
||||
if !useArchive {
|
||||
return jobMeta, nil
|
||||
}
|
||||
|
||||
return jobMeta, archive.GetHandle().ImportJob(jobMeta, &jobData)
|
||||
return repo, err
|
||||
}
|
||||
|
@ -1,112 +0,0 @@
|
||||
// Copyright (C) NHR@FAU, University Erlangen-Nuremberg.
|
||||
// All rights reserved.
|
||||
// Use of this source code is governed by a MIT-style
|
||||
// license that can be found in the LICENSE file.
|
||||
package repository
|
||||
|
||||
import (
|
||||
"context"
|
||||
"encoding/json"
|
||||
"time"
|
||||
|
||||
"github.com/ClusterCockpit/cc-backend/internal/metricdata"
|
||||
"github.com/ClusterCockpit/cc-backend/pkg/archive"
|
||||
"github.com/ClusterCockpit/cc-backend/pkg/log"
|
||||
"github.com/ClusterCockpit/cc-backend/pkg/schema"
|
||||
sq "github.com/Masterminds/squirrel"
|
||||
)
|
||||
|
||||
// Archiving worker thread
|
||||
func (r *JobRepository) archivingWorker() {
|
||||
for {
|
||||
select {
|
||||
case job, ok := <-r.archiveChannel:
|
||||
if !ok {
|
||||
break
|
||||
}
|
||||
start := time.Now()
|
||||
// not using meta data, called to load JobMeta into Cache?
|
||||
// will fail if job meta not in repository
|
||||
if _, err := r.FetchMetadata(job); err != nil {
|
||||
log.Errorf("archiving job (dbid: %d) failed at check metadata step: %s", job.ID, err.Error())
|
||||
r.UpdateMonitoringStatus(job.ID, schema.MonitoringStatusArchivingFailed)
|
||||
continue
|
||||
}
|
||||
|
||||
// metricdata.ArchiveJob will fetch all the data from a MetricDataRepository and push into configured archive backend
|
||||
// TODO: Maybe use context with cancel/timeout here
|
||||
jobMeta, err := metricdata.ArchiveJob(job, context.Background())
|
||||
if err != nil {
|
||||
log.Errorf("archiving job (dbid: %d) failed at archiving job step: %s", job.ID, err.Error())
|
||||
r.UpdateMonitoringStatus(job.ID, schema.MonitoringStatusArchivingFailed)
|
||||
continue
|
||||
}
|
||||
|
||||
// Update the jobs database entry one last time:
|
||||
if err := r.MarkArchived(jobMeta, schema.MonitoringStatusArchivingSuccessful); err != nil {
|
||||
log.Errorf("archiving job (dbid: %d) failed at marking archived step: %s", job.ID, err.Error())
|
||||
continue
|
||||
}
|
||||
log.Debugf("archiving job %d took %s", job.JobID, time.Since(start))
|
||||
log.Printf("archiving job (dbid: %d) successful", job.ID)
|
||||
r.archivePending.Done()
|
||||
}
|
||||
}
|
||||
}
|
||||
|
||||
// Stop updates the job with the database id jobId using the provided arguments.
|
||||
func (r *JobRepository) MarkArchived(
|
||||
jobMeta *schema.JobMeta,
|
||||
monitoringStatus int32,
|
||||
) error {
|
||||
stmt := sq.Update("job").
|
||||
Set("monitoring_status", monitoringStatus).
|
||||
Where("job.id = ?", jobMeta.JobID)
|
||||
|
||||
sc, err := archive.GetSubCluster(jobMeta.Cluster, jobMeta.SubCluster)
|
||||
if err != nil {
|
||||
log.Errorf("cannot get subcluster: %s", err.Error())
|
||||
return err
|
||||
}
|
||||
footprint := make(map[string]float64)
|
||||
|
||||
for _, fp := range sc.Footprint {
|
||||
footprint[fp] = LoadJobStat(jobMeta, fp)
|
||||
}
|
||||
|
||||
var rawFootprint []byte
|
||||
|
||||
if rawFootprint, err = json.Marshal(footprint); err != nil {
|
||||
log.Warnf("Error while marshaling footprint for job, DB ID '%v'", jobMeta.ID)
|
||||
return err
|
||||
}
|
||||
|
||||
stmt = stmt.Set("footprint", rawFootprint)
|
||||
|
||||
if _, err := stmt.RunWith(r.stmtCache).Exec(); err != nil {
|
||||
log.Warn("Error while marking job as archived")
|
||||
return err
|
||||
}
|
||||
return nil
|
||||
}
|
||||
|
||||
func (r *JobRepository) UpdateMonitoringStatus(job int64, monitoringStatus int32) (err error) {
|
||||
stmt := sq.Update("job").
|
||||
Set("monitoring_status", monitoringStatus).
|
||||
Where("job.id = ?", job)
|
||||
|
||||
_, err = stmt.RunWith(r.stmtCache).Exec()
|
||||
return
|
||||
}
|
||||
|
||||
// Trigger async archiving
|
||||
func (r *JobRepository) TriggerArchiving(job *schema.Job) {
|
||||
r.archivePending.Add(1)
|
||||
r.archiveChannel <- job
|
||||
}
|
||||
|
||||
// Wait for background thread to finish pending archiving operations
|
||||
func (r *JobRepository) WaitForArchiving() {
|
||||
// close channel and wait for worker to process remaining jobs
|
||||
r.archivePending.Wait()
|
||||
}
|
@ -31,9 +31,7 @@ type JobRepository struct {
|
||||
DB *sqlx.DB
|
||||
stmtCache *sq.StmtCache
|
||||
cache *lrucache.Cache
|
||||
archiveChannel chan *schema.Job
|
||||
driver string
|
||||
archivePending sync.WaitGroup
|
||||
}
|
||||
|
||||
func GetJobRepository() *JobRepository {
|
||||
@ -46,10 +44,7 @@ func GetJobRepository() *JobRepository {
|
||||
|
||||
stmtCache: sq.NewStmtCache(db.DB),
|
||||
cache: lrucache.New(1024 * 1024),
|
||||
archiveChannel: make(chan *schema.Job, 128),
|
||||
}
|
||||
// start archiving worker
|
||||
go jobRepoInstance.archivingWorker()
|
||||
})
|
||||
return jobRepoInstance
|
||||
}
|
||||
@ -210,7 +205,10 @@ func (r *JobRepository) UpdateMetadata(job *schema.Job, key, val string) (err er
|
||||
return err
|
||||
}
|
||||
|
||||
if _, err = sq.Update("job").Set("meta_data", job.RawMetaData).Where("job.id = ?", job.ID).RunWith(r.stmtCache).Exec(); err != nil {
|
||||
if _, err = sq.Update("job").
|
||||
Set("meta_data", job.RawMetaData).
|
||||
Where("job.id = ?", job.ID).
|
||||
RunWith(r.stmtCache).Exec(); err != nil {
|
||||
log.Warnf("Error while updating metadata for job, DB ID '%v'", job.ID)
|
||||
return err
|
||||
}
|
||||
@ -458,6 +456,44 @@ func (r *JobRepository) StopJobsExceedingWalltimeBy(seconds int) error {
|
||||
return nil
|
||||
}
|
||||
|
||||
func (r *JobRepository) FindRunningJobs(cluster string) ([]*schema.Job, error) {
|
||||
query := sq.Select(jobColumns...).From("job").
|
||||
Where(fmt.Sprintf("job.cluster = '%s'", cluster)).
|
||||
Where("job.job_state = 'running'").
|
||||
Where("job.duration>600")
|
||||
|
||||
rows, err := query.RunWith(r.stmtCache).Query()
|
||||
if err != nil {
|
||||
log.Error("Error while running query")
|
||||
return nil, err
|
||||
}
|
||||
|
||||
jobs := make([]*schema.Job, 0, 50)
|
||||
for rows.Next() {
|
||||
job, err := scanJob(rows)
|
||||
if err != nil {
|
||||
rows.Close()
|
||||
log.Warn("Error while scanning rows")
|
||||
return nil, err
|
||||
}
|
||||
jobs = append(jobs, job)
|
||||
}
|
||||
|
||||
log.Infof("Return job count %d", len(jobs))
|
||||
return jobs, nil
|
||||
}
|
||||
|
||||
func (r *JobRepository) UpdateDuration() error {
|
||||
if _, err := sq.Update("job").
|
||||
Set("duration", sq.Expr("? - job.start_time", time.Now().Unix())).
|
||||
Where("job_state = running").
|
||||
RunWith(r.stmtCache).Exec(); err != nil {
|
||||
return err
|
||||
}
|
||||
|
||||
return nil
|
||||
}
|
||||
|
||||
func (r *JobRepository) FindJobsBetween(startTimeBegin int64, startTimeEnd int64) ([]*schema.Job, error) {
|
||||
var query sq.SelectBuilder
|
||||
|
||||
@ -495,3 +531,100 @@ func (r *JobRepository) FindJobsBetween(startTimeBegin int64, startTimeEnd int64
|
||||
log.Infof("Return job count %d", len(jobs))
|
||||
return jobs, nil
|
||||
}
|
||||
|
||||
func (r *JobRepository) UpdateMonitoringStatus(job int64, monitoringStatus int32) (err error) {
|
||||
stmt := sq.Update("job").
|
||||
Set("monitoring_status", monitoringStatus).
|
||||
Where("job.id = ?", job)
|
||||
|
||||
_, err = stmt.RunWith(r.stmtCache).Exec()
|
||||
return
|
||||
}
|
||||
|
||||
func (r *JobRepository) Execute(stmt sq.UpdateBuilder) error {
|
||||
if _, err := stmt.RunWith(r.stmtCache).Exec(); err != nil {
|
||||
return err
|
||||
}
|
||||
|
||||
return nil
|
||||
}
|
||||
|
||||
func (r *JobRepository) MarkArchived(
|
||||
stmt sq.UpdateBuilder,
|
||||
monitoringStatus int32,
|
||||
) sq.UpdateBuilder {
|
||||
return stmt.Set("monitoring_status", monitoringStatus)
|
||||
}
|
||||
|
||||
func (r *JobRepository) UpdateEnergy(
|
||||
stmt sq.UpdateBuilder,
|
||||
jobMeta *schema.JobMeta,
|
||||
) (sq.UpdateBuilder, error) {
|
||||
sc, err := archive.GetSubCluster(jobMeta.Cluster, jobMeta.SubCluster)
|
||||
if err != nil {
|
||||
log.Errorf("cannot get subcluster: %s", err.Error())
|
||||
return stmt, err
|
||||
}
|
||||
energyFootprint := make(map[string]float64)
|
||||
var totalEnergy float64
|
||||
var energy float64
|
||||
|
||||
for _, fp := range sc.EnergyFootprint {
|
||||
if i, err := archive.MetricIndex(sc.MetricConfig, fp); err != nil {
|
||||
// FIXME: Check for unit conversions
|
||||
if sc.MetricConfig[i].Energy == "power" {
|
||||
energy = LoadJobStat(jobMeta, fp, "avg") * float64(jobMeta.Duration)
|
||||
} else if sc.MetricConfig[i].Energy == "energy" {
|
||||
// This assumes the metric is of aggregation type sum
|
||||
}
|
||||
}
|
||||
|
||||
energyFootprint[fp] = energy
|
||||
totalEnergy += energy
|
||||
}
|
||||
|
||||
var rawFootprint []byte
|
||||
|
||||
if rawFootprint, err = json.Marshal(energyFootprint); err != nil {
|
||||
log.Warnf("Error while marshaling energy footprint for job, DB ID '%v'", jobMeta.ID)
|
||||
return stmt, err
|
||||
}
|
||||
|
||||
stmt.Set("energy_footprint", rawFootprint).
|
||||
Set("energy", totalEnergy)
|
||||
|
||||
return stmt, nil
|
||||
}
|
||||
|
||||
func (r *JobRepository) UpdateFootprint(
|
||||
stmt sq.UpdateBuilder,
|
||||
jobMeta *schema.JobMeta,
|
||||
) (sq.UpdateBuilder, error) {
|
||||
sc, err := archive.GetSubCluster(jobMeta.Cluster, jobMeta.SubCluster)
|
||||
if err != nil {
|
||||
log.Errorf("cannot get subcluster: %s", err.Error())
|
||||
return stmt, err
|
||||
}
|
||||
footprint := make(map[string]float64)
|
||||
|
||||
for _, fp := range sc.Footprint {
|
||||
statType := "avg"
|
||||
|
||||
if i, err := archive.MetricIndex(sc.MetricConfig, fp); err != nil {
|
||||
statType = sc.MetricConfig[i].Footprint
|
||||
}
|
||||
|
||||
name := fmt.Sprintf("%s_%s", fp, statType)
|
||||
footprint[fp] = LoadJobStat(jobMeta, name, statType)
|
||||
}
|
||||
|
||||
var rawFootprint []byte
|
||||
|
||||
if rawFootprint, err = json.Marshal(footprint); err != nil {
|
||||
log.Warnf("Error while marshaling footprint for job, DB ID '%v'", jobMeta.ID)
|
||||
return stmt, err
|
||||
}
|
||||
|
||||
stmt.Set("footprint", rawFootprint)
|
||||
return stmt, nil
|
||||
}
|
||||
|
@ -1,5 +1,7 @@
|
||||
CREATE INDEX IF NOT EXISTS job_by_project ON job (project);
|
||||
CREATE INDEX IF NOT EXISTS job_list_projects ON job (project, job_state);
|
||||
CREATE INDEX IF NOT EXISTS jobs_cluster_orderby_starttime ON job (cluster, start_time DESC);
|
||||
CREATE INDEX IF NOT EXISTS jobs_cluster_count ON job (cluster, job_state, start_time);
|
||||
CREATE INDEX IF NOT EXISTS jobs_project_orderby_starttime ON job (project, start_time DESC);
|
||||
CREATE INDEX IF NOT EXISTS jobs_project_count ON job (project, job_state, start_time);
|
||||
|
||||
ALTER TABLE job ADD COLUMN energy REAL NOT NULL DEFAULT 0.0;
|
||||
ALTER TABLE job ADD COLUMN energy_footprint TEXT DEFAULT NULL;
|
||||
@ -25,3 +27,5 @@ ALTER TABLE job DROP net_bw_avg;
|
||||
ALTER TABLE job DROP net_data_vol_total;
|
||||
ALTER TABLE job DROP file_bw_avg;
|
||||
ALTER TABLE job DROP file_data_vol_total;
|
||||
|
||||
PRAGMA optimize;
|
@ -13,7 +13,7 @@ import (
|
||||
|
||||
"github.com/ClusterCockpit/cc-backend/internal/config"
|
||||
"github.com/ClusterCockpit/cc-backend/internal/graph/model"
|
||||
"github.com/ClusterCockpit/cc-backend/internal/metricdata"
|
||||
"github.com/ClusterCockpit/cc-backend/internal/metricDataDispatcher"
|
||||
"github.com/ClusterCockpit/cc-backend/pkg/archive"
|
||||
"github.com/ClusterCockpit/cc-backend/pkg/log"
|
||||
"github.com/ClusterCockpit/cc-backend/pkg/schema"
|
||||
@ -286,13 +286,17 @@ func (r *JobRepository) JobsStats(
|
||||
return stats, nil
|
||||
}
|
||||
|
||||
// FIXME: Make generic
|
||||
func LoadJobStat(job *schema.JobMeta, metric string) float64 {
|
||||
func LoadJobStat(job *schema.JobMeta, metric string, statType string) float64 {
|
||||
if stats, ok := job.Statistics[metric]; ok {
|
||||
if metric == "mem_used" {
|
||||
return stats.Max
|
||||
} else {
|
||||
switch statType {
|
||||
case "avg":
|
||||
return stats.Avg
|
||||
case "max":
|
||||
return stats.Max
|
||||
case "min":
|
||||
return stats.Min
|
||||
default:
|
||||
log.Errorf("Unknown stat type %s", statType)
|
||||
}
|
||||
}
|
||||
|
||||
@ -691,7 +695,7 @@ func (r *JobRepository) runningJobsMetricStatisticsHistogram(
|
||||
continue
|
||||
}
|
||||
|
||||
if err := metricdata.LoadAverages(job, metrics, avgs, ctx); err != nil {
|
||||
if err := metricDataDispatcher.LoadAverages(job, metrics, avgs, ctx); err != nil {
|
||||
log.Errorf("Error while loading averages for histogram: %s", err)
|
||||
return nil
|
||||
}
|
||||
|
@ -6,7 +6,6 @@ package repository
|
||||
|
||||
import (
|
||||
"github.com/ClusterCockpit/cc-backend/pkg/log"
|
||||
"github.com/ClusterCockpit/cc-backend/pkg/schema"
|
||||
"github.com/jmoiron/sqlx"
|
||||
)
|
||||
|
||||
@ -18,20 +17,12 @@ type Transaction struct {
|
||||
func (r *JobRepository) TransactionInit() (*Transaction, error) {
|
||||
var err error
|
||||
t := new(Transaction)
|
||||
// Inserts are bundled into transactions because in sqlite,
|
||||
// that speeds up inserts A LOT.
|
||||
|
||||
t.tx, err = r.DB.Beginx()
|
||||
if err != nil {
|
||||
log.Warn("Error while bundling transactions")
|
||||
return nil, err
|
||||
}
|
||||
|
||||
t.stmt, err = t.tx.PrepareNamed(NamedJobInsert)
|
||||
if err != nil {
|
||||
log.Warn("Error while preparing namedJobInsert")
|
||||
return nil, err
|
||||
}
|
||||
|
||||
return t, nil
|
||||
}
|
||||
|
||||
@ -50,7 +41,6 @@ func (r *JobRepository) TransactionCommit(t *Transaction) error {
|
||||
return err
|
||||
}
|
||||
|
||||
t.stmt = t.tx.NamedStmt(t.stmt)
|
||||
return nil
|
||||
}
|
||||
|
||||
@ -63,10 +53,14 @@ func (r *JobRepository) TransactionEnd(t *Transaction) error {
|
||||
return nil
|
||||
}
|
||||
|
||||
func (r *JobRepository) TransactionAdd(t *Transaction, job schema.Job) (int64, error) {
|
||||
res, err := t.stmt.Exec(job)
|
||||
func (r *JobRepository) TransactionAddNamed(
|
||||
t *Transaction,
|
||||
query string,
|
||||
args ...interface{},
|
||||
) (int64, error) {
|
||||
res, err := t.tx.NamedExec(query, args)
|
||||
if err != nil {
|
||||
log.Errorf("repository initDB(): %v", err)
|
||||
log.Errorf("Named Exec failed: %v", err)
|
||||
return 0, err
|
||||
}
|
||||
|
||||
@ -79,26 +73,14 @@ func (r *JobRepository) TransactionAdd(t *Transaction, job schema.Job) (int64, e
|
||||
return id, nil
|
||||
}
|
||||
|
||||
func (r *JobRepository) TransactionAddTag(t *Transaction, tag *schema.Tag) (int64, error) {
|
||||
res, err := t.tx.Exec(`INSERT INTO tag (tag_name, tag_type) VALUES (?, ?)`, tag.Name, tag.Type)
|
||||
func (r *JobRepository) TransactionAdd(t *Transaction, query string, args ...interface{}) (int64, error) {
|
||||
res := t.tx.MustExec(query, args)
|
||||
|
||||
id, err := res.LastInsertId()
|
||||
if err != nil {
|
||||
log.Errorf("Error while inserting tag into tag table: %v (Type %v)", tag.Name, tag.Type)
|
||||
return 0, err
|
||||
}
|
||||
tagId, err := res.LastInsertId()
|
||||
if err != nil {
|
||||
log.Warn("Error while getting last insert ID")
|
||||
log.Errorf("repository initDB(): %v", err)
|
||||
return 0, err
|
||||
}
|
||||
|
||||
return tagId, nil
|
||||
}
|
||||
|
||||
func (r *JobRepository) TransactionSetTag(t *Transaction, jobId int64, tagId int64) error {
|
||||
if _, err := t.tx.Exec(`INSERT INTO jobtag (job_id, tag_id) VALUES (?, ?)`, jobId, tagId); err != nil {
|
||||
log.Errorf("Error while inserting jobtag into jobtag table: %v (TagID %v)", jobId, tagId)
|
||||
return err
|
||||
}
|
||||
|
||||
return nil
|
||||
return id, nil
|
||||
}
|
||||
|
@ -1,8 +0,0 @@
|
||||
// Copyright (C) NHR@FAU, University Erlangen-Nuremberg.
|
||||
// All rights reserved.
|
||||
// Use of this source code is governed by a MIT-style
|
||||
// license that can be found in the LICENSE file.
|
||||
package taskManager
|
||||
|
||||
func registerFootprintWorker() {
|
||||
}
|
@ -79,6 +79,9 @@ func Start() {
|
||||
RegisterLdapSyncService(lc.SyncInterval)
|
||||
}
|
||||
|
||||
RegisterFootprintWorker()
|
||||
RegisterUpdateDurationWorker()
|
||||
|
||||
s.Start()
|
||||
}
|
||||
|
||||
|
26
internal/taskManager/updateDurationService.go
Normal file
26
internal/taskManager/updateDurationService.go
Normal file
@ -0,0 +1,26 @@
|
||||
// Copyright (C) NHR@FAU, University Erlangen-Nuremberg.
|
||||
// All rights reserved.
|
||||
// Use of this source code is governed by a MIT-style
|
||||
// license that can be found in the LICENSE file.
|
||||
package taskManager
|
||||
|
||||
import (
|
||||
"time"
|
||||
|
||||
"github.com/ClusterCockpit/cc-backend/pkg/log"
|
||||
"github.com/go-co-op/gocron/v2"
|
||||
)
|
||||
|
||||
func RegisterUpdateDurationWorker() {
|
||||
log.Info("Register duration update service")
|
||||
|
||||
d, _ := time.ParseDuration("5m")
|
||||
s.NewJob(gocron.DurationJob(d),
|
||||
gocron.NewTask(
|
||||
func() {
|
||||
start := time.Now()
|
||||
log.Printf("Update duration started at %s", start.Format(time.RFC3339))
|
||||
jobRepo.UpdateDuration()
|
||||
log.Printf("Update duration is done and took %s", time.Since(start))
|
||||
}))
|
||||
}
|
114
internal/taskManager/updateFootprintService.go
Normal file
114
internal/taskManager/updateFootprintService.go
Normal file
@ -0,0 +1,114 @@
|
||||
// Copyright (C) NHR@FAU, University Erlangen-Nuremberg.
|
||||
// All rights reserved.
|
||||
// Use of this source code is governed by a MIT-style
|
||||
// license that can be found in the LICENSE file.
|
||||
package taskManager
|
||||
|
||||
import (
|
||||
"context"
|
||||
"math"
|
||||
"time"
|
||||
|
||||
"github.com/ClusterCockpit/cc-backend/internal/metricDataDispatcher"
|
||||
"github.com/ClusterCockpit/cc-backend/pkg/archive"
|
||||
"github.com/ClusterCockpit/cc-backend/pkg/log"
|
||||
"github.com/ClusterCockpit/cc-backend/pkg/schema"
|
||||
sq "github.com/Masterminds/squirrel"
|
||||
"github.com/go-co-op/gocron/v2"
|
||||
)
|
||||
|
||||
func RegisterFootprintWorker() {
|
||||
log.Info("Register Footprint Update service")
|
||||
d, _ := time.ParseDuration("10m")
|
||||
s.NewJob(gocron.DurationJob(d),
|
||||
gocron.NewTask(
|
||||
func() {
|
||||
s := time.Now()
|
||||
log.Printf("Update Footprints started at %s", s.Format(time.RFC3339))
|
||||
|
||||
t, err := jobRepo.TransactionInit()
|
||||
if err != nil {
|
||||
log.Errorf("Failed TransactionInit %v", err)
|
||||
}
|
||||
|
||||
for _, cluster := range archive.Clusters {
|
||||
jobs, err := jobRepo.FindRunningJobs(cluster.Name)
|
||||
if err != nil {
|
||||
continue
|
||||
}
|
||||
allMetrics := make([]string, 0)
|
||||
metricConfigs := archive.GetCluster(cluster.Name).MetricConfig
|
||||
for _, mc := range metricConfigs {
|
||||
allMetrics = append(allMetrics, mc.Name)
|
||||
}
|
||||
|
||||
scopes := []schema.MetricScope{schema.MetricScopeNode}
|
||||
scopes = append(scopes, schema.MetricScopeCore)
|
||||
scopes = append(scopes, schema.MetricScopeAccelerator)
|
||||
|
||||
for _, job := range jobs {
|
||||
jobData, err := metricDataDispatcher.LoadData(job, allMetrics, scopes, context.Background())
|
||||
if err != nil {
|
||||
log.Error("Error wile loading job data for footprint update")
|
||||
continue
|
||||
}
|
||||
|
||||
jobMeta := &schema.JobMeta{
|
||||
BaseJob: job.BaseJob,
|
||||
StartTime: job.StartTime.Unix(),
|
||||
Statistics: make(map[string]schema.JobStatistics),
|
||||
}
|
||||
|
||||
for metric, data := range jobData {
|
||||
avg, min, max := 0.0, math.MaxFloat32, -math.MaxFloat32
|
||||
nodeData, ok := data["node"]
|
||||
if !ok {
|
||||
// This should never happen ?
|
||||
continue
|
||||
}
|
||||
|
||||
for _, series := range nodeData.Series {
|
||||
avg += series.Statistics.Avg
|
||||
min = math.Min(min, series.Statistics.Min)
|
||||
max = math.Max(max, series.Statistics.Max)
|
||||
}
|
||||
|
||||
jobMeta.Statistics[metric] = schema.JobStatistics{
|
||||
Unit: schema.Unit{
|
||||
Prefix: archive.GetMetricConfig(job.Cluster, metric).Unit.Prefix,
|
||||
Base: archive.GetMetricConfig(job.Cluster, metric).Unit.Base,
|
||||
},
|
||||
Avg: avg / float64(job.NumNodes),
|
||||
Min: min,
|
||||
Max: max,
|
||||
}
|
||||
}
|
||||
|
||||
stmt := sq.Update("job").Where("job.id = ?", job.ID)
|
||||
if stmt, err = jobRepo.UpdateFootprint(stmt, jobMeta); err != nil {
|
||||
log.Errorf("Update job (dbid: %d) failed at update Footprint step: %s", job.ID, err.Error())
|
||||
continue
|
||||
}
|
||||
if stmt, err = jobRepo.UpdateEnergy(stmt, jobMeta); err != nil {
|
||||
log.Errorf("Update job (dbid: %d) failed at update Energy step: %s", job.ID, err.Error())
|
||||
continue
|
||||
}
|
||||
|
||||
query, args, err := stmt.ToSql()
|
||||
if err != nil {
|
||||
log.Errorf("Failed in ToSQL conversion %v", err)
|
||||
continue
|
||||
}
|
||||
jobRepo.TransactionAdd(t, query, args)
|
||||
// if err := jobRepo.Execute(stmt); err != nil {
|
||||
// log.Errorf("Update job (dbid: %d) failed at db execute: %s", job.ID, err.Error())
|
||||
// continue
|
||||
// }
|
||||
}
|
||||
|
||||
jobRepo.TransactionCommit(t)
|
||||
}
|
||||
jobRepo.TransactionEnd(t)
|
||||
log.Printf("Update Footprints is done and took %s", time.Since(s))
|
||||
}))
|
||||
}
|
@ -88,7 +88,7 @@ func initClusterConfig() error {
|
||||
sc.Footprint = append(sc.Footprint, newMetric.Name)
|
||||
ml.Footprint = newMetric.Footprint
|
||||
}
|
||||
if newMetric.Energy {
|
||||
if newMetric.Energy != "" {
|
||||
sc.EnergyFootprint = append(sc.EnergyFootprint, newMetric.Name)
|
||||
}
|
||||
}
|
||||
@ -99,7 +99,7 @@ func initClusterConfig() error {
|
||||
if newMetric.Footprint != "" {
|
||||
sc.Footprint = append(sc.Footprint, newMetric.Name)
|
||||
}
|
||||
if newMetric.Energy {
|
||||
if newMetric.Energy != "" {
|
||||
sc.EnergyFootprint = append(sc.EnergyFootprint, newMetric.Name)
|
||||
}
|
||||
}
|
||||
@ -221,3 +221,13 @@ func GetSubClusterByNode(cluster, hostname string) (string, error) {
|
||||
|
||||
return "", fmt.Errorf("ARCHIVE/CLUSTERCONFIG > no subcluster found for cluster %v and host %v", cluster, hostname)
|
||||
}
|
||||
|
||||
func MetricIndex(mc []schema.MetricConfig, name string) (int, error) {
|
||||
for i, m := range mc {
|
||||
if m.Name == name {
|
||||
return i, nil
|
||||
}
|
||||
}
|
||||
|
||||
return 0, fmt.Errorf("Unknown metric name %s", name)
|
||||
}
|
||||
|
@ -94,7 +94,7 @@
|
||||
},
|
||||
"scope": "hwthread",
|
||||
"aggregation": "sum",
|
||||
"energy": true,
|
||||
"energy": "power",
|
||||
"timestep": 60,
|
||||
"peak": 500,
|
||||
"normal": 250,
|
||||
@ -136,7 +136,7 @@
|
||||
},
|
||||
"scope": "accelerator",
|
||||
"aggregation": "sum",
|
||||
"energy": true,
|
||||
"energy": "power",
|
||||
"timestep": 60,
|
||||
"peak": 400,
|
||||
"normal": 200,
|
||||
@ -190,7 +190,7 @@
|
||||
},
|
||||
"scope": "socket",
|
||||
"aggregation": "sum",
|
||||
"energy": true,
|
||||
"energy": "power",
|
||||
"timestep": 60,
|
||||
"peak": 500,
|
||||
"normal": 250,
|
||||
|
@ -256,7 +256,7 @@
|
||||
"normal": 250,
|
||||
"caution": 100,
|
||||
"alert": 50,
|
||||
"energy": true
|
||||
"energy": "power"
|
||||
},
|
||||
{
|
||||
"name": "mem_power",
|
||||
@ -270,7 +270,7 @@
|
||||
"normal": 50,
|
||||
"caution": 20,
|
||||
"alert": 10,
|
||||
"energy": true
|
||||
"energy": "power"
|
||||
},
|
||||
{
|
||||
"name": "ipc",
|
||||
|
@ -54,7 +54,7 @@ type SubClusterConfig struct {
|
||||
Alert float64 `json:"alert"`
|
||||
Remove bool `json:"remove"`
|
||||
LowerIsBetter bool `json:"lowerIsBetter"`
|
||||
Energy bool `json:"energy"`
|
||||
Energy string `json:"energy"`
|
||||
}
|
||||
|
||||
type MetricConfig struct {
|
||||
@ -70,7 +70,7 @@ type MetricConfig struct {
|
||||
Alert float64 `json:"alert"`
|
||||
Timestep int `json:"timestep"`
|
||||
LowerIsBetter bool `json:"lowerIsBetter"`
|
||||
Energy bool `json:"energy"`
|
||||
Energy string `json:"energy"`
|
||||
}
|
||||
|
||||
type Cluster struct {
|
||||
|
@ -50,7 +50,11 @@
|
||||
},
|
||||
"energy": {
|
||||
"description": "Is it used to calculate job energy",
|
||||
"type": "boolean"
|
||||
"type": "string",
|
||||
"enum": [
|
||||
"power",
|
||||
"energy"
|
||||
]
|
||||
},
|
||||
"lowerIsBetter": {
|
||||
"description": "Is lower better.",
|
||||
@ -93,7 +97,11 @@
|
||||
},
|
||||
"energy": {
|
||||
"description": "Is it used to calculate job energy. Overwrite global",
|
||||
"type": "boolean"
|
||||
"type": "string",
|
||||
"enum": [
|
||||
"power",
|
||||
"energy"
|
||||
]
|
||||
},
|
||||
"lowerIsBetter": {
|
||||
"description": "Is lower better. Overwrite global",
|
||||
|
Loading…
Reference in New Issue
Block a user