mirror of
https://github.com/ClusterCockpit/cc-backend
synced 2024-11-10 08:57:25 +01:00
563 lines
16 KiB
Go
563 lines
16 KiB
Go
package metricdata
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import (
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"bufio"
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"bytes"
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"context"
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"encoding/json"
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"fmt"
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"net/http"
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"time"
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"github.com/ClusterCockpit/cc-backend/config"
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"github.com/ClusterCockpit/cc-backend/schema"
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)
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type CCMetricStore struct {
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jwt string
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url string
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queryEndpoint string
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client http.Client
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here2there map[string]string
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there2here map[string]string
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}
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type ApiQueryRequest struct {
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Cluster string `json:"cluster"`
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From int64 `json:"from"`
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To int64 `json:"to"`
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WithStats bool `json:"with-stats"`
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WithData bool `json:"with-data"`
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Queries []ApiQuery `json:"queries"`
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ForAllNodes []string `json:"for-all-nodes"`
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}
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type ApiQuery struct {
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Metric string `json:"metric"`
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Hostname string `json:"host"`
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Aggregate bool `json:"aggreg"`
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Type *string `json:"type,omitempty"`
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TypeIds []int `json:"type-ids,omitempty"`
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SubType *string `json:"subtype,omitempty"`
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SubTypeIds []int `json:"subtype-ids,omitempty"`
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}
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type ApiQueryResponse struct {
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Queries []ApiQuery `json:"queries,omitempty"`
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Results [][]ApiMetricData `json:"results"`
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}
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type ApiMetricData struct {
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Error *string `json:"error"`
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From int64 `json:"from"`
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To int64 `json:"to"`
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Data []schema.Float `json:"data"`
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Avg schema.Float `json:"avg"`
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Min schema.Float `json:"min"`
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Max schema.Float `json:"max"`
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}
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func (ccms *CCMetricStore) Init(url, token string, renamings map[string]string) error {
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ccms.url = url
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ccms.queryEndpoint = fmt.Sprintf("%s/api/query", url)
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ccms.jwt = token
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ccms.client = http.Client{
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Timeout: 5 * time.Second,
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}
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if renamings != nil {
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ccms.here2there = renamings
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ccms.there2here = make(map[string]string, len(renamings))
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for k, v := range ccms.here2there {
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ccms.there2here[v] = k
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}
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} else {
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ccms.here2there = make(map[string]string)
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ccms.there2here = make(map[string]string)
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}
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return nil
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}
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func (ccms *CCMetricStore) toRemoteName(metric string) string {
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if renamed, ok := ccms.here2there[metric]; ok {
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return renamed
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}
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return metric
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}
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func (ccms *CCMetricStore) toLocalName(metric string) string {
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if renamed, ok := ccms.there2here[metric]; ok {
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return renamed
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}
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return metric
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}
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func (ccms *CCMetricStore) doRequest(ctx context.Context, body *ApiQueryRequest) (*ApiQueryResponse, error) {
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buf := &bytes.Buffer{}
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if err := json.NewEncoder(buf).Encode(body); err != nil {
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return nil, err
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}
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req, err := http.NewRequestWithContext(ctx, http.MethodPost, ccms.queryEndpoint, buf)
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if err != nil {
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return nil, err
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}
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if ccms.jwt != "" {
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req.Header.Add("Authorization", fmt.Sprintf("Bearer %s", ccms.jwt))
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}
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res, err := ccms.client.Do(req)
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if err != nil {
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return nil, err
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}
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if res.StatusCode != http.StatusOK {
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return nil, fmt.Errorf("'%s': HTTP Status: %s", ccms.queryEndpoint, res.Status)
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}
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var resBody ApiQueryResponse
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if err := json.NewDecoder(bufio.NewReader(res.Body)).Decode(&resBody); err != nil {
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return nil, err
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}
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return &resBody, nil
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}
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func (ccms *CCMetricStore) LoadData(job *schema.Job, metrics []string, scopes []schema.MetricScope, ctx context.Context) (schema.JobData, error) {
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queries, assignedScope, err := ccms.buildQueries(job, metrics, scopes)
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if err != nil {
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return nil, err
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}
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req := ApiQueryRequest{
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Cluster: job.Cluster,
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From: job.StartTime.Unix(),
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To: job.StartTime.Add(time.Duration(job.Duration) * time.Second).Unix(),
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Queries: queries,
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WithStats: true,
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WithData: true,
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}
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resBody, err := ccms.doRequest(ctx, &req)
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if err != nil {
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return nil, err
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}
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var jobData schema.JobData = make(schema.JobData)
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for i, row := range resBody.Results {
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query := req.Queries[i]
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metric := ccms.toLocalName(query.Metric)
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scope := assignedScope[i]
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mc := config.GetMetricConfig(job.Cluster, metric)
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if _, ok := jobData[metric]; !ok {
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jobData[metric] = make(map[schema.MetricScope]*schema.JobMetric)
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}
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jobMetric, ok := jobData[metric][scope]
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if !ok {
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jobMetric = &schema.JobMetric{
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Unit: mc.Unit,
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Scope: scope,
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Timestep: mc.Timestep,
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Series: make([]schema.Series, 0),
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}
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jobData[metric][scope] = jobMetric
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}
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for _, res := range row {
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if res.Error != nil {
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return nil, fmt.Errorf("cc-metric-store error while fetching %s: %s", metric, *res.Error)
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}
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id := (*int)(nil)
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if query.Type != nil {
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id = new(int)
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*id = query.TypeIds[0]
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}
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if res.Avg.IsNaN() || res.Min.IsNaN() || res.Max.IsNaN() {
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// TODO: use schema.Float instead of float64?
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// This is done because regular float64 can not be JSONed when NaN.
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res.Avg = schema.Float(0)
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res.Min = schema.Float(0)
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res.Max = schema.Float(0)
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}
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jobMetric.Series = append(jobMetric.Series, schema.Series{
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Hostname: query.Hostname,
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Id: id,
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Statistics: &schema.MetricStatistics{
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Avg: float64(res.Avg),
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Min: float64(res.Min),
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Max: float64(res.Max),
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},
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Data: res.Data,
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})
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}
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}
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return jobData, nil
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}
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var (
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hwthreadString = string("cpu") // TODO/FIXME: inconsistency between cc-metric-collector and ClusterCockpit
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coreString = string(schema.MetricScopeCore)
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memoryDomainString = string(schema.MetricScopeMemoryDomain)
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socketString = string(schema.MetricScopeSocket)
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acceleratorString = string(schema.MetricScopeAccelerator)
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)
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func (ccms *CCMetricStore) buildQueries(job *schema.Job, metrics []string, scopes []schema.MetricScope) ([]ApiQuery, []schema.MetricScope, error) {
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queries := make([]ApiQuery, 0, len(metrics)*len(scopes)*len(job.Resources))
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topology := config.GetPartition(job.Cluster, job.Partition).Topology
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assignedScope := []schema.MetricScope{}
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for _, metric := range metrics {
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remoteName := ccms.toRemoteName(metric)
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mc := config.GetMetricConfig(job.Cluster, metric)
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if mc == nil {
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// return nil, fmt.Errorf("metric '%s' is not specified for cluster '%s'", metric, job.Cluster)
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// log.Printf("metric '%s' is not specified for cluster '%s'", metric, job.Cluster)
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continue
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}
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// Avoid duplicates...
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handledScopes := make([]schema.MetricScope, 0, 3)
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scopesLoop:
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for _, requestedScope := range scopes {
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nativeScope := mc.Scope
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scope := nativeScope.Max(requestedScope)
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for _, s := range handledScopes {
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if scope == s {
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continue scopesLoop
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}
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}
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handledScopes = append(handledScopes, scope)
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for _, host := range job.Resources {
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hwthreads := host.HWThreads
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if hwthreads == nil {
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hwthreads = topology.Node
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}
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// Accelerator -> Accelerator (Use "accelerator" scope if requested scope is lower than node)
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if nativeScope == schema.MetricScopeAccelerator && scope.LT(schema.MetricScopeNode) {
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queries = append(queries, ApiQuery{
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Metric: remoteName,
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Hostname: host.Hostname,
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Aggregate: false,
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Type: &acceleratorString,
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TypeIds: host.Accelerators,
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})
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assignedScope = append(assignedScope, schema.MetricScopeAccelerator)
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continue
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}
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// Accelerator -> Node
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if nativeScope == schema.MetricScopeAccelerator && scope == schema.MetricScopeNode {
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if len(host.Accelerators) == 0 {
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continue
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}
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queries = append(queries, ApiQuery{
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Metric: remoteName,
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Hostname: host.Hostname,
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Aggregate: true,
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Type: &acceleratorString,
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TypeIds: host.Accelerators,
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})
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assignedScope = append(assignedScope, scope)
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continue
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}
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// HWThread -> HWThead
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if nativeScope == schema.MetricScopeHWThread && scope == schema.MetricScopeHWThread {
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queries = append(queries, ApiQuery{
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Metric: remoteName,
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Hostname: host.Hostname,
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Aggregate: false,
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Type: &hwthreadString,
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TypeIds: hwthreads,
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})
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assignedScope = append(assignedScope, scope)
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continue
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}
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// HWThread -> Core
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if nativeScope == schema.MetricScopeHWThread && scope == schema.MetricScopeCore {
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cores, _ := topology.GetCoresFromHWThreads(hwthreads)
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for _, core := range cores {
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queries = append(queries, ApiQuery{
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Metric: remoteName,
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Hostname: host.Hostname,
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Aggregate: true,
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Type: &hwthreadString,
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TypeIds: topology.Core[core],
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})
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assignedScope = append(assignedScope, scope)
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}
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continue
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}
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// HWThread -> Socket
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if nativeScope == schema.MetricScopeHWThread && scope == schema.MetricScopeSocket {
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sockets, _ := topology.GetSocketsFromHWThreads(hwthreads)
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for _, socket := range sockets {
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queries = append(queries, ApiQuery{
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Metric: remoteName,
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Hostname: host.Hostname,
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Aggregate: true,
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Type: &hwthreadString,
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TypeIds: topology.Socket[socket],
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})
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assignedScope = append(assignedScope, scope)
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}
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continue
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}
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// HWThread -> Node
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if nativeScope == schema.MetricScopeHWThread && scope == schema.MetricScopeNode {
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queries = append(queries, ApiQuery{
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Metric: remoteName,
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Hostname: host.Hostname,
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Aggregate: true,
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Type: &hwthreadString,
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TypeIds: hwthreads,
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})
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assignedScope = append(assignedScope, scope)
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continue
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}
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// Core -> Core
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if nativeScope == schema.MetricScopeCore && scope == schema.MetricScopeCore {
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cores, _ := topology.GetCoresFromHWThreads(hwthreads)
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queries = append(queries, ApiQuery{
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Metric: remoteName,
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Hostname: host.Hostname,
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Aggregate: false,
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Type: &coreString,
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TypeIds: cores,
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})
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assignedScope = append(assignedScope, scope)
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continue
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}
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// Core -> Node
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if nativeScope == schema.MetricScopeCore && scope == schema.MetricScopeNode {
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cores, _ := topology.GetCoresFromHWThreads(hwthreads)
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queries = append(queries, ApiQuery{
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Metric: remoteName,
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Hostname: host.Hostname,
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Aggregate: true,
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Type: &coreString,
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TypeIds: cores,
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})
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assignedScope = append(assignedScope, scope)
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continue
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}
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// MemoryDomain -> MemoryDomain
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if nativeScope == schema.MetricScopeMemoryDomain && scope == schema.MetricScopeMemoryDomain {
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sockets, _ := topology.GetMemoryDomainsFromHWThreads(hwthreads)
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queries = append(queries, ApiQuery{
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Metric: remoteName,
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Hostname: host.Hostname,
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Aggregate: false,
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Type: &memoryDomainString,
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TypeIds: sockets,
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})
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assignedScope = append(assignedScope, scope)
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continue
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}
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// MemoryDoman -> Node
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if nativeScope == schema.MetricScopeMemoryDomain && scope == schema.MetricScopeNode {
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sockets, _ := topology.GetMemoryDomainsFromHWThreads(hwthreads)
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queries = append(queries, ApiQuery{
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Metric: remoteName,
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Hostname: host.Hostname,
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Aggregate: true,
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Type: &memoryDomainString,
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TypeIds: sockets,
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})
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assignedScope = append(assignedScope, scope)
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continue
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}
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// Socket -> Socket
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if nativeScope == schema.MetricScopeSocket && scope == schema.MetricScopeSocket {
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sockets, _ := topology.GetSocketsFromHWThreads(hwthreads)
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queries = append(queries, ApiQuery{
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Metric: remoteName,
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Hostname: host.Hostname,
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Aggregate: false,
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Type: &socketString,
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TypeIds: sockets,
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})
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assignedScope = append(assignedScope, scope)
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continue
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}
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// Socket -> Node
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if nativeScope == schema.MetricScopeSocket && scope == schema.MetricScopeNode {
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sockets, _ := topology.GetSocketsFromHWThreads(hwthreads)
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queries = append(queries, ApiQuery{
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Metric: remoteName,
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Hostname: host.Hostname,
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Aggregate: true,
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Type: &socketString,
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TypeIds: sockets,
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})
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assignedScope = append(assignedScope, scope)
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continue
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}
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// Node -> Node
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if nativeScope == schema.MetricScopeNode && scope == schema.MetricScopeNode {
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queries = append(queries, ApiQuery{
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Metric: remoteName,
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Hostname: host.Hostname,
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})
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assignedScope = append(assignedScope, scope)
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continue
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}
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return nil, nil, fmt.Errorf("TODO: unhandled case: native-scope=%s, requested-scope=%s", nativeScope, requestedScope)
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}
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}
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}
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return queries, assignedScope, nil
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}
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func (ccms *CCMetricStore) LoadStats(job *schema.Job, metrics []string, ctx context.Context) (map[string]map[string]schema.MetricStatistics, error) {
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queries, _, err := ccms.buildQueries(job, metrics, []schema.MetricScope{schema.MetricScopeNode})
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if err != nil {
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return nil, err
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}
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req := ApiQueryRequest{
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Cluster: job.Cluster,
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From: job.StartTime.Unix(),
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To: job.StartTime.Add(time.Duration(job.Duration) * time.Second).Unix(),
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Queries: queries,
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WithStats: true,
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WithData: false,
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}
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resBody, err := ccms.doRequest(ctx, &req)
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if err != nil {
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return nil, err
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}
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stats := make(map[string]map[string]schema.MetricStatistics, len(metrics))
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for i, res := range resBody.Results {
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query := req.Queries[i]
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metric := ccms.toLocalName(query.Metric)
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data := res[0]
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if data.Error != nil {
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return nil, fmt.Errorf("fetching %s for node %s failed: %s", metric, query.Hostname, *data.Error)
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}
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metricdata, ok := stats[metric]
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if !ok {
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metricdata = make(map[string]schema.MetricStatistics, job.NumNodes)
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stats[metric] = metricdata
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}
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if data.Avg.IsNaN() || data.Min.IsNaN() || data.Max.IsNaN() {
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return nil, fmt.Errorf("fetching %s for node %s failed: %s", metric, query.Hostname, "avg/min/max is NaN")
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}
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metricdata[query.Hostname] = schema.MetricStatistics{
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Avg: float64(data.Avg),
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Min: float64(data.Min),
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Max: float64(data.Max),
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}
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}
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return stats, nil
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}
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// TODO: Support sub-node-scope metrics! For this, the partition of a node needs to be known!
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func (ccms *CCMetricStore) LoadNodeData(cluster, partition string, metrics, nodes []string, scopes []schema.MetricScope, from, to time.Time, ctx context.Context) (map[string]map[string][]*schema.JobMetric, error) {
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req := ApiQueryRequest{
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Cluster: cluster,
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From: from.Unix(),
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To: to.Unix(),
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WithStats: true,
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WithData: true,
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}
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if nodes == nil {
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for _, metric := range metrics {
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req.ForAllNodes = append(req.ForAllNodes, ccms.toRemoteName(metric))
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}
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} else {
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for _, node := range nodes {
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for _, metric := range metrics {
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req.Queries = append(req.Queries, ApiQuery{
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Hostname: node,
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Metric: ccms.toRemoteName(metric),
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})
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}
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}
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}
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resBody, err := ccms.doRequest(ctx, &req)
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if err != nil {
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return nil, err
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}
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_ = resBody
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data := make(map[string]map[string][]*schema.JobMetric)
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for i, res := range resBody.Results {
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var query ApiQuery
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if resBody.Queries != nil {
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query = resBody.Queries[i]
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} else {
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query = req.Queries[i]
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}
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metric := ccms.toLocalName(query.Metric)
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qdata := res[0]
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if qdata.Error != nil {
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return nil, fmt.Errorf("fetching %s for node %s failed: %s", metric, query.Hostname, *qdata.Error)
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}
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if qdata.Avg.IsNaN() || qdata.Min.IsNaN() || qdata.Max.IsNaN() {
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return nil, fmt.Errorf("fetching %s for node %s failed: %s", metric, query.Hostname, "avg/min/max is NaN")
|
|
}
|
|
|
|
hostdata, ok := data[query.Hostname]
|
|
if !ok {
|
|
hostdata = make(map[string][]*schema.JobMetric)
|
|
data[query.Hostname] = hostdata
|
|
}
|
|
|
|
mc := config.GetMetricConfig(cluster, metric)
|
|
hostdata[metric] = append(hostdata[metric], &schema.JobMetric{
|
|
Unit: mc.Unit,
|
|
Scope: schema.MetricScopeNode,
|
|
Timestep: mc.Timestep,
|
|
Series: []schema.Series{
|
|
{
|
|
Hostname: query.Hostname,
|
|
Data: qdata.Data,
|
|
Statistics: &schema.MetricStatistics{
|
|
Avg: float64(qdata.Avg),
|
|
Min: float64(qdata.Min),
|
|
Max: float64(qdata.Max),
|
|
},
|
|
},
|
|
},
|
|
})
|
|
}
|
|
|
|
return data, nil
|
|
}
|