cc-backend/internal/metricdata/archive.go

// Copyright (C) 2022 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 metricdata

import (
	"bufio"
	"context"
	"encoding/json"
	"errors"
	"fmt"
	"math"
	"os"
	"path"
	"path/filepath"
	"strconv"
	"time"

	"github.com/ClusterCockpit/cc-backend/internal/config"
	"github.com/ClusterCockpit/cc-backend/pkg/schema"
)

// For a given job, return the path of the `data.json`/`meta.json` file.
// TODO: Implement Issue ClusterCockpit/ClusterCockpit#97
func getPath(job *schema.Job, file string, checkLegacy bool) (string, error) {
	lvl1, lvl2 := fmt.Sprintf("%d", job.JobID/1000), fmt.Sprintf("%03d", job.JobID%1000)
	if !checkLegacy {
		return filepath.Join(JobArchivePath, job.Cluster, lvl1, lvl2, strconv.FormatInt(job.StartTime.Unix(), 10), file), nil
	}

	legacyPath := filepath.Join(JobArchivePath, job.Cluster, lvl1, lvl2, file)
	if _, err := os.Stat(legacyPath); errors.Is(err, os.ErrNotExist) {
		return filepath.Join(JobArchivePath, job.Cluster, lvl1, lvl2, strconv.FormatInt(job.StartTime.Unix(), 10), file), nil
	}

	return legacyPath, nil
}

// Assuming job is completed/archived, return the jobs metric data.
func loadFromArchive(job *schema.Job) (schema.JobData, error) {
	filename, err := getPath(job, "data.json", true)
	if err != nil {
		return nil, err
	}

	data := cache.Get(filename, func() (value interface{}, ttl time.Duration, size int) {
		f, err := os.Open(filename)
		if err != nil {
			return err, 0, 1000
		}
		defer f.Close()

		var data schema.JobData
		if err := json.NewDecoder(bufio.NewReader(f)).Decode(&data); err != nil {
			return err, 0, 1000
		}

		return data, 1 * time.Hour, data.Size()
	})

	if err, ok := data.(error); ok {
		return nil, err
	}

	return data.(schema.JobData), nil
}

func loadMetaJson(job *schema.Job) (*schema.JobMeta, error) {
	filename, err := getPath(job, "meta.json", true)
	if err != nil {
		return nil, err
	}

	bytes, err := os.ReadFile(filename)
	if err != nil {
		return nil, err
	}

	var metaFile schema.JobMeta = schema.JobMeta{
		BaseJob: schema.JobDefaults,
	}
	if err := json.Unmarshal(bytes, &metaFile); err != nil {
		return nil, err
	}

	return &metaFile, nil
}

// If the job is archived, find its `meta.json` file and override the tags list
// in that JSON file. If the job is not archived, nothing is done.
func UpdateTags(job *schema.Job, tags []*schema.Tag) error {
	if job.State == schema.JobStateRunning {
		return nil
	}

	filename, err := getPath(job, "meta.json", true)
	if err != nil {
		return err
	}

	f, err := os.Open(filename)
	if err != nil {
		if os.IsNotExist(err) {
			return nil
		}
		return err
	}

	var metaFile schema.JobMeta = schema.JobMeta{
		BaseJob: schema.JobDefaults,
	}
	if err := json.NewDecoder(f).Decode(&metaFile); err != nil {
		return err
	}
	f.Close()

	metaFile.Tags = make([]*schema.Tag, 0)
	for _, tag := range tags {
		metaFile.Tags = append(metaFile.Tags, &schema.Tag{
			Name: tag.Name,
			Type: tag.Type,
		})
	}

	bytes, err := json.Marshal(metaFile)
	if err != nil {
		return err
	}

	return os.WriteFile(filename, bytes, 0644)
}

// Helper to metricdata.LoadAverages().
func loadAveragesFromArchive(job *schema.Job, metrics []string, data [][]schema.Float) error {
	metaFile, err := loadMetaJson(job)
	if err != nil {
		return err
	}

	for i, m := range metrics {
		if stat, ok := metaFile.Statistics[m]; ok {
			data[i] = append(data[i], schema.Float(stat.Avg))
		} else {
			data[i] = append(data[i], schema.NaN)
		}
	}

	return nil
}

func GetStatistics(job *schema.Job) (map[string]schema.JobStatistics, error) {
	metaFile, err := loadMetaJson(job)
	if err != nil {
		return nil, err
	}

	return metaFile.Statistics, nil
}

// Writes a running job to the job-archive
func ArchiveJob(job *schema.Job, ctx context.Context) (*schema.JobMeta, error) {
	allMetrics := make([]string, 0)
	metricConfigs := config.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)
	}

	jobData, err := LoadData(job, allMetrics, scopes, ctx)
	if err != nil {
		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: config.GetMetricConfig(job.Cluster, metric).Unit,
			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
	}

	dir, err := getPath(job, "", false)
	if err != nil {
		return nil, err
	}

	return jobMeta, writeFiles(dir, jobMeta, &jobData)
}

func writeFiles(dir string, jobMeta *schema.JobMeta, jobData *schema.JobData) error {
	if err := os.MkdirAll(dir, 0777); err != nil {
		return err
	}

	f, err := os.Create(path.Join(dir, "meta.json"))
	if err != nil {
		return err
	}
	if err := json.NewEncoder(f).Encode(jobMeta); err != nil {
		return err
	}
	if err := f.Close(); err != nil {
		return err
	}

	f, err = os.Create(path.Join(dir, "data.json"))
	if err != nil {
		return err
	}
	if err := json.NewEncoder(f).Encode(jobData); err != nil {
		return err
	}
	return f.Close()
}

// Used to import a non-running job into the job-archive.
func ImportJob(job *schema.JobMeta, jobData *schema.JobData) error {
	dir, err := getPath(&schema.Job{
		BaseJob:       job.BaseJob,
		StartTimeUnix: job.StartTime,
		StartTime:     time.Unix(job.StartTime, 0),
	}, "", false)
	if err != nil {
		return err
	}

	return writeFiles(dir, job, jobData)
}