// 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" "database/sql" "encoding/json" "errors" "fmt" "strconv" "sync" "time" "github.com/ClusterCockpit/cc-backend/internal/graph/model" "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" sq "github.com/Masterminds/squirrel" "github.com/jmoiron/sqlx" ) var ( jobRepoOnce sync.Once jobRepoInstance *JobRepository ) type JobRepository struct { DB *sqlx.DB stmtCache *sq.StmtCache cache *lrucache.Cache archiveChannel chan *schema.Job driver string archivePending sync.WaitGroup } func GetJobRepository() *JobRepository { jobRepoOnce.Do(func() { db := GetConnection() jobRepoInstance = &JobRepository{ DB: db.DB, driver: db.Driver, stmtCache: sq.NewStmtCache(db.DB), cache: lrucache.New(1024 * 1024), archiveChannel: make(chan *schema.Job, 128), } // start archiving worker go jobRepoInstance.archivingWorker() }) return jobRepoInstance } var jobColumns []string = []string{ "job.id", "job.job_id", "job.user", "job.project", "job.cluster", "job.subcluster", "job.start_time", "job.partition", "job.array_job_id", "job.num_nodes", "job.num_hwthreads", "job.num_acc", "job.exclusive", "job.monitoring_status", "job.smt", "job.job_state", "job.duration", "job.walltime", "job.resources", "job.mem_used_max", "job.flops_any_avg", "job.mem_bw_avg", "job.load_avg", // "job.meta_data", } func scanJob(row interface{ Scan(...interface{}) error }) (*schema.Job, error) { job := &schema.Job{} if err := row.Scan( &job.ID, &job.JobID, &job.User, &job.Project, &job.Cluster, &job.SubCluster, &job.StartTimeUnix, &job.Partition, &job.ArrayJobId, &job.NumNodes, &job.NumHWThreads, &job.NumAcc, &job.Exclusive, &job.MonitoringStatus, &job.SMT, &job.State, &job.Duration, &job.Walltime, &job.RawResources, &job.MemUsedMax, &job.FlopsAnyAvg, &job.MemBwAvg, &job.LoadAvg /*&job.RawMetaData*/); err != nil { log.Warnf("Error while scanning rows (Job): %v", err) return nil, err } if err := json.Unmarshal(job.RawResources, &job.Resources); err != nil { log.Warn("Error while unmarhsaling raw resources json") return nil, err } // if err := json.Unmarshal(job.RawMetaData, &job.MetaData); err != nil { // return nil, err // } job.StartTime = time.Unix(job.StartTimeUnix, 0) if job.Duration == 0 && job.State == schema.JobStateRunning { job.Duration = int32(time.Since(job.StartTime).Seconds()) } job.RawResources = nil return job, nil } func (r *JobRepository) Optimize() error { var err error switch r.driver { case "sqlite3": if _, err = r.DB.Exec(`VACUUM`); err != nil { return err } case "mysql": log.Info("Optimize currently not supported for mysql driver") } return nil } func (r *JobRepository) Flush() error { var err error switch r.driver { case "sqlite3": if _, err = r.DB.Exec(`DELETE FROM jobtag`); err != nil { return err } if _, err = r.DB.Exec(`DELETE FROM tag`); err != nil { return err } if _, err = r.DB.Exec(`DELETE FROM job`); err != nil { return err } case "mysql": if _, err = r.DB.Exec(`SET FOREIGN_KEY_CHECKS = 0`); err != nil { return err } if _, err = r.DB.Exec(`TRUNCATE TABLE jobtag`); err != nil { return err } if _, err = r.DB.Exec(`TRUNCATE TABLE tag`); err != nil { return err } if _, err = r.DB.Exec(`TRUNCATE TABLE job`); err != nil { return err } if _, err = r.DB.Exec(`SET FOREIGN_KEY_CHECKS = 1`); err != nil { return err } } return nil } func scanJobLink(row interface{ Scan(...interface{}) error }) (*model.JobLink, error) { jobLink := &model.JobLink{} if err := row.Scan( &jobLink.ID, &jobLink.JobID); err != nil { log.Warn("Error while scanning rows (jobLink)") return nil, err } return jobLink, nil } func (r *JobRepository) FetchMetadata(job *schema.Job) (map[string]string, error) { start := time.Now() cachekey := fmt.Sprintf("metadata:%d", job.ID) if cached := r.cache.Get(cachekey, nil); cached != nil { job.MetaData = cached.(map[string]string) return job.MetaData, nil } if err := sq.Select("job.meta_data").From("job").Where("job.id = ?", job.ID). RunWith(r.stmtCache).QueryRow().Scan(&job.RawMetaData); err != nil { log.Warn("Error while scanning for job metadata") return nil, err } if len(job.RawMetaData) == 0 { return nil, nil } if err := json.Unmarshal(job.RawMetaData, &job.MetaData); err != nil { log.Warn("Error while unmarshaling raw metadata json") return nil, err } r.cache.Put(cachekey, job.MetaData, len(job.RawMetaData), 24*time.Hour) log.Debugf("Timer FetchMetadata %s", time.Since(start)) return job.MetaData, nil } func (r *JobRepository) UpdateMetadata(job *schema.Job, key, val string) (err error) { cachekey := fmt.Sprintf("metadata:%d", job.ID) r.cache.Del(cachekey) if job.MetaData == nil { if _, err = r.FetchMetadata(job); err != nil { log.Warnf("Error while fetching metadata for job, DB ID '%v'", job.ID) return err } } if job.MetaData != nil { cpy := make(map[string]string, len(job.MetaData)+1) for k, v := range job.MetaData { cpy[k] = v } cpy[key] = val job.MetaData = cpy } else { job.MetaData = map[string]string{key: val} } if job.RawMetaData, err = json.Marshal(job.MetaData); err != nil { log.Warnf("Error while marshaling metadata for job, DB ID '%v'", job.ID) return err } 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 } r.cache.Put(cachekey, job.MetaData, len(job.RawMetaData), 24*time.Hour) return archive.UpdateMetadata(job, job.MetaData) } // Find executes a SQL query to find a specific batch job. // The job is queried using the batch job id, the cluster name, // and the start time of the job in UNIX epoch time seconds. // It returns a pointer to a schema.Job data structure and an error variable. // To check if no job was found test err == sql.ErrNoRows func (r *JobRepository) Find( jobId *int64, cluster *string, startTime *int64, ) (*schema.Job, error) { start := time.Now() q := sq.Select(jobColumns...).From("job"). Where("job.job_id = ?", *jobId) if cluster != nil { q = q.Where("job.cluster = ?", *cluster) } if startTime != nil { q = q.Where("job.start_time = ?", *startTime) } q = q.OrderBy("job.id DESC") // always use newest matching job by db id s, args, _ := q.ToSql() log.Printf("trying to find db job with query: %s | %v", s, args) log.Debugf("Timer Find %s", time.Since(start)) return scanJob(q.RunWith(r.stmtCache).QueryRow()) } // Find executes a SQL query to find a specific batch job. // The job is queried using the batch job id, the cluster name, // and the start time of the job in UNIX epoch time seconds. // It returns a pointer to a schema.Job data structure and an error variable. // To check if no job was found test err == sql.ErrNoRows func (r *JobRepository) FindAll( jobId *int64, cluster *string, startTime *int64, ) ([]*schema.Job, error) { start := time.Now() q := sq.Select(jobColumns...).From("job"). Where("job.job_id = ?", *jobId) if cluster != nil { q = q.Where("job.cluster = ?", *cluster) } if startTime != nil { q = q.Where("job.start_time = ?", *startTime) } rows, err := q.RunWith(r.stmtCache).Query() if err != nil { log.Error("Error while running query") return nil, err } jobs := make([]*schema.Job, 0, 10) for rows.Next() { job, err := scanJob(rows) if err != nil { log.Warn("Error while scanning rows") return nil, err } jobs = append(jobs, job) } log.Debugf("Timer FindAll %s", time.Since(start)) return jobs, nil } // FindById executes a SQL query to find a specific batch job. // The job is queried using the database id. // It returns a pointer to a schema.Job data structure and an error variable. // To check if no job was found test err == sql.ErrNoRows func (r *JobRepository) FindById(jobId int64) (*schema.Job, error) { q := sq.Select(jobColumns...). From("job").Where("job.id = ?", jobId) return scanJob(q.RunWith(r.stmtCache).QueryRow()) } func (r *JobRepository) FindConcurrentJobs( ctx context.Context, job *schema.Job, ) (*model.JobLinkResultList, error) { if job == nil { return nil, nil } query, qerr := SecurityCheck(ctx, sq.Select("job.id", "job.job_id", "job.start_time").From("job")) if qerr != nil { return nil, qerr } query = query.Where("cluster = ?", job.Cluster) var startTime int64 var stopTime int64 startTime = job.StartTimeUnix hostname := job.Resources[0].Hostname if job.State == schema.JobStateRunning { stopTime = time.Now().Unix() } else { stopTime = startTime + int64(job.Duration) } // Add 200s overlap for jobs start time at the end startTimeTail := startTime + 10 stopTimeTail := stopTime - 200 startTimeFront := startTime + 200 queryRunning := query.Where("job.job_state = ?").Where("(job.start_time BETWEEN ? AND ? OR job.start_time < ?)", "running", startTimeTail, stopTimeTail, startTime) queryRunning = queryRunning.Where("job.resources LIKE ?", fmt.Sprint("%", hostname, "%")) query = query.Where("job.job_state != ?").Where("((job.start_time BETWEEN ? AND ?) OR (job.start_time + job.duration) BETWEEN ? AND ? OR (job.start_time < ?) AND (job.start_time + job.duration) > ?)", "running", startTimeTail, stopTimeTail, startTimeFront, stopTimeTail, startTime, stopTime) query = query.Where("job.resources LIKE ?", fmt.Sprint("%", hostname, "%")) rows, err := query.RunWith(r.stmtCache).Query() if err != nil { log.Errorf("Error while running query: %v", err) return nil, err } items := make([]*model.JobLink, 0, 10) queryString := fmt.Sprintf("cluster=%s", job.Cluster) for rows.Next() { var id, jobId, startTime sql.NullInt64 if err = rows.Scan(&id, &jobId, &startTime); err != nil { log.Warn("Error while scanning rows") return nil, err } if id.Valid { queryString += fmt.Sprintf("&jobId=%d", int(jobId.Int64)) items = append(items, &model.JobLink{ ID: fmt.Sprint(id.Int64), JobID: int(jobId.Int64), }) } } rows, err = queryRunning.RunWith(r.stmtCache).Query() if err != nil { log.Errorf("Error while running query: %v", err) return nil, err } for rows.Next() { var id, jobId, startTime sql.NullInt64 if err := rows.Scan(&id, &jobId, &startTime); err != nil { log.Warn("Error while scanning rows") return nil, err } if id.Valid { queryString += fmt.Sprintf("&jobId=%d", int(jobId.Int64)) items = append(items, &model.JobLink{ ID: fmt.Sprint(id.Int64), JobID: int(jobId.Int64), }) } } cnt := len(items) return &model.JobLinkResultList{ ListQuery: &queryString, Items: items, Count: &cnt, }, nil } // Start inserts a new job in the table, returning the unique job ID. // Statistics are not transfered! func (r *JobRepository) Start(job *schema.JobMeta) (id int64, err error) { job.RawResources, err = json.Marshal(job.Resources) if err != nil { return -1, fmt.Errorf("REPOSITORY/JOB > encoding resources field failed: %w", err) } job.RawMetaData, err = json.Marshal(job.MetaData) if err != nil { return -1, fmt.Errorf("REPOSITORY/JOB > encoding metaData field failed: %w", err) } res, err := r.DB.NamedExec(`INSERT INTO job ( job_id, user, project, cluster, subcluster, `+"`partition`"+`, array_job_id, num_nodes, num_hwthreads, num_acc, exclusive, monitoring_status, smt, job_state, start_time, duration, walltime, resources, meta_data ) VALUES ( :job_id, :user, :project, :cluster, :subcluster, :partition, :array_job_id, :num_nodes, :num_hwthreads, :num_acc, :exclusive, :monitoring_status, :smt, :job_state, :start_time, :duration, :walltime, :resources, :meta_data );`, job) if err != nil { return -1, err } return res.LastInsertId() } // Stop updates the job with the database id jobId using the provided arguments. func (r *JobRepository) Stop( jobId int64, duration int32, state schema.JobState, monitoringStatus int32, ) (err error) { stmt := sq.Update("job"). Set("job_state", state). Set("duration", duration). Set("monitoring_status", monitoringStatus). Where("job.id = ?", jobId) _, err = stmt.RunWith(r.stmtCache).Exec() return } func (r *JobRepository) DeleteJobsBefore(startTime int64) (int, error) { var cnt int q := sq.Select("count(*)").From("job").Where("job.start_time < ?", startTime) q.RunWith(r.DB).QueryRow().Scan(cnt) qd := sq.Delete("job").Where("job.start_time < ?", startTime) _, err := qd.RunWith(r.DB).Exec() if err != nil { s, _, _ := qd.ToSql() log.Errorf(" DeleteJobsBefore(%d) with %s: error %#v", startTime, s, err) } else { log.Debugf("DeleteJobsBefore(%d): Deleted %d jobs", startTime, cnt) } return cnt, err } func (r *JobRepository) DeleteJobById(id int64) error { qd := sq.Delete("job").Where("job.id = ?", id) _, err := qd.RunWith(r.DB).Exec() if err != nil { s, _, _ := qd.ToSql() log.Errorf("DeleteJobById(%d) with %s : error %#v", id, s, err) } else { log.Debugf("DeleteJobById(%d): Success", id) } return err } 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 } // Stop updates the job with the database id jobId using the provided arguments. func (r *JobRepository) MarkArchived( jobId int64, monitoringStatus int32, metricStats map[string]schema.JobStatistics, ) error { stmt := sq.Update("job"). Set("monitoring_status", monitoringStatus). Where("job.id = ?", jobId) for metric, stats := range metricStats { switch metric { case "flops_any": stmt = stmt.Set("flops_any_avg", stats.Avg) case "mem_used": stmt = stmt.Set("mem_used_max", stats.Max) case "mem_bw": stmt = stmt.Set("mem_bw_avg", stats.Avg) case "load": stmt = stmt.Set("load_avg", stats.Avg) case "cpu_load": stmt = stmt.Set("load_avg", stats.Avg) case "net_bw": stmt = stmt.Set("net_bw_avg", stats.Avg) case "file_bw": stmt = stmt.Set("file_bw_avg", stats.Avg) default: log.Debugf("MarkArchived() Metric '%v' unknown", metric) } } if _, err := stmt.RunWith(r.stmtCache).Exec(); err != nil { log.Warn("Error while marking job as archived") return err } return nil } // 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(job.ID, schema.MonitoringStatusArchivingSuccessful, jobMeta.Statistics); 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() } } } // 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() } func (r *JobRepository) FindUserOrProjectOrJobname(user *schema.User, searchterm string) (jobid string, username string, project string, jobname string) { if _, err := strconv.Atoi(searchterm); err == nil { // Return empty on successful conversion: parent method will redirect for integer jobId return searchterm, "", "", "" } else { // Has to have letters and logged-in user for other guesses if user != nil { // Find username in jobs (match) uresult, _ := r.FindColumnValue(user, searchterm, "job", "user", "user", false) if uresult != "" { return "", uresult, "", "" } // Find username by name (like) nresult, _ := r.FindColumnValue(user, searchterm, "user", "username", "name", true) if nresult != "" { return "", nresult, "", "" } // Find projectId in jobs (match) presult, _ := r.FindColumnValue(user, searchterm, "job", "project", "project", false) if presult != "" { return "", "", presult, "" } } // Return searchterm if no match before: Forward as jobname query to GQL in handleSearchbar function return "", "", "", searchterm } } var ( ErrNotFound = errors.New("no such jobname, project or user") ErrForbidden = errors.New("not authorized") ) func (r *JobRepository) FindColumnValue(user *schema.User, searchterm string, table string, selectColumn string, whereColumn string, isLike bool) (result string, err error) { compareStr := " = ?" query := searchterm if isLike { compareStr = " LIKE ?" query = "%" + searchterm + "%" } if user.HasAnyRole([]schema.Role{schema.RoleAdmin, schema.RoleSupport, schema.RoleManager}) { theQuery := sq.Select(table+"."+selectColumn).Distinct().From(table). Where(table+"."+whereColumn+compareStr, query) // theSql, args, theErr := theQuery.ToSql() // if theErr != nil { // log.Warn("Error while converting query to sql") // return "", err // } // log.Debugf("SQL query (FindColumnValue): `%s`, args: %#v", theSql, args) err := theQuery.RunWith(r.stmtCache).QueryRow().Scan(&result) if err != nil && err != sql.ErrNoRows { return "", err } else if err == nil { return result, nil } return "", ErrNotFound } else { log.Infof("Non-Admin User %s : Requested Query '%s' on table '%s' : Forbidden", user.Name, query, table) return "", ErrForbidden } } func (r *JobRepository) FindColumnValues(user *schema.User, query string, table string, selectColumn string, whereColumn string) (results []string, err error) { emptyResult := make([]string, 0) if user.HasAnyRole([]schema.Role{schema.RoleAdmin, schema.RoleSupport, schema.RoleManager}) { rows, err := sq.Select(table+"."+selectColumn).Distinct().From(table). Where(table+"."+whereColumn+" LIKE ?", fmt.Sprint("%", query, "%")). RunWith(r.stmtCache).Query() if err != nil && err != sql.ErrNoRows { return emptyResult, err } else if err == nil { for rows.Next() { var result string err := rows.Scan(&result) if err != nil { rows.Close() log.Warnf("Error while scanning rows: %v", err) return emptyResult, err } results = append(results, result) } return results, nil } return emptyResult, ErrNotFound } else { log.Infof("Non-Admin User %s : Requested Query '%s' on table '%s' : Forbidden", user.Name, query, table) return emptyResult, ErrForbidden } } func (r *JobRepository) Partitions(cluster string) ([]string, error) { var err error start := time.Now() partitions := r.cache.Get("partitions:"+cluster, func() (interface{}, time.Duration, int) { parts := []string{} if err = r.DB.Select(&parts, `SELECT DISTINCT job.partition FROM job WHERE job.cluster = ?;`, cluster); err != nil { return nil, 0, 1000 } return parts, 1 * time.Hour, 1 }) if err != nil { return nil, err } log.Debugf("Timer Partitions %s", time.Since(start)) return partitions.([]string), nil } // AllocatedNodes returns a map of all subclusters to a map of hostnames to the amount of jobs running on that host. // Hosts with zero jobs running on them will not show up! func (r *JobRepository) AllocatedNodes(cluster string) (map[string]map[string]int, error) { start := time.Now() subclusters := make(map[string]map[string]int) rows, err := sq.Select("resources", "subcluster").From("job"). Where("job.job_state = 'running'"). Where("job.cluster = ?", cluster). RunWith(r.stmtCache).Query() if err != nil { log.Error("Error while running query") return nil, err } var raw []byte defer rows.Close() for rows.Next() { raw = raw[0:0] var resources []*schema.Resource var subcluster string if err := rows.Scan(&raw, &subcluster); err != nil { log.Warn("Error while scanning rows") return nil, err } if err := json.Unmarshal(raw, &resources); err != nil { log.Warn("Error while unmarshaling raw resources json") return nil, err } hosts, ok := subclusters[subcluster] if !ok { hosts = make(map[string]int) subclusters[subcluster] = hosts } for _, resource := range resources { hosts[resource.Hostname] += 1 } } log.Debugf("Timer AllocatedNodes %s", time.Since(start)) return subclusters, nil } func (r *JobRepository) StopJobsExceedingWalltimeBy(seconds int) error { start := time.Now() res, err := sq.Update("job"). Set("monitoring_status", schema.MonitoringStatusArchivingFailed). Set("duration", 0). Set("job_state", schema.JobStateFailed). Where("job.job_state = 'running'"). Where("job.walltime > 0"). Where(fmt.Sprintf("(%d - job.start_time) > (job.walltime + %d)", time.Now().Unix(), seconds)). RunWith(r.DB).Exec() if err != nil { log.Warn("Error while stopping jobs exceeding walltime") return err } rowsAffected, err := res.RowsAffected() if err != nil { log.Warn("Error while fetching affected rows after stopping due to exceeded walltime") return err } if rowsAffected > 0 { log.Infof("%d jobs have been marked as failed due to running too long", rowsAffected) } log.Debugf("Timer StopJobsExceedingWalltimeBy %s", time.Since(start)) return nil } func (r *JobRepository) FindJobsBetween(startTimeBegin int64, startTimeEnd int64) ([]*schema.Job, error) { var query sq.SelectBuilder if startTimeBegin == startTimeEnd || startTimeBegin > startTimeEnd { return nil, errors.New("startTimeBegin is equal or larger startTimeEnd") } if startTimeBegin == 0 { log.Infof("Find jobs before %d", startTimeEnd) query = sq.Select(jobColumns...).From("job").Where(fmt.Sprintf( "job.start_time < %d", startTimeEnd)) } else { log.Infof("Find jobs between %d and %d", startTimeBegin, startTimeEnd) query = sq.Select(jobColumns...).From("job").Where(fmt.Sprintf( "job.start_time BETWEEN %d AND %d", startTimeBegin, startTimeEnd)) } 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 } const NamedJobInsert string = `INSERT INTO job ( job_id, user, project, cluster, subcluster, ` + "`partition`" + `, array_job_id, num_nodes, num_hwthreads, num_acc, exclusive, monitoring_status, smt, job_state, start_time, duration, walltime, resources, meta_data, mem_used_max, flops_any_avg, mem_bw_avg, load_avg, net_bw_avg, net_data_vol_total, file_bw_avg, file_data_vol_total ) VALUES ( :job_id, :user, :project, :cluster, :subcluster, :partition, :array_job_id, :num_nodes, :num_hwthreads, :num_acc, :exclusive, :monitoring_status, :smt, :job_state, :start_time, :duration, :walltime, :resources, :meta_data, :mem_used_max, :flops_any_avg, :mem_bw_avg, :load_avg, :net_bw_avg, :net_data_vol_total, :file_bw_avg, :file_data_vol_total );` func (r *JobRepository) InsertJob(job *schema.Job) (int64, error) { res, err := r.DB.NamedExec(NamedJobInsert, job) if err != nil { log.Warn("Error while NamedJobInsert") return 0, err } id, err := res.LastInsertId() if err != nil { log.Warn("Error while getting last insert ID") return 0, err } return id, nil }