mirror of
https://github.com/ClusterCockpit/cc-backend
synced 2024-09-20 11:27:26 +02:00
534 lines
15 KiB
Go
534 lines
15 KiB
Go
package metricdata
|
|
|
|
import (
|
|
"bufio"
|
|
"bytes"
|
|
"context"
|
|
"encoding/json"
|
|
"fmt"
|
|
"net/http"
|
|
"time"
|
|
|
|
"github.com/ClusterCockpit/cc-backend/config"
|
|
"github.com/ClusterCockpit/cc-backend/schema"
|
|
)
|
|
|
|
type CCMetricStore struct {
|
|
jwt string
|
|
url string
|
|
queryEndpoint string
|
|
client http.Client
|
|
here2there map[string]string
|
|
there2here map[string]string
|
|
}
|
|
|
|
type ApiQueryRequest struct {
|
|
Cluster string `json:"cluster"`
|
|
From int64 `json:"from"`
|
|
To int64 `json:"to"`
|
|
WithStats bool `json:"with-stats"`
|
|
WithData bool `json:"with-data"`
|
|
Queries []ApiQuery `json:"queries"`
|
|
ForAllNodes []string `json:"for-all-nodes"`
|
|
}
|
|
|
|
type ApiQuery struct {
|
|
Metric string `json:"metric"`
|
|
Hostname string `json:"host"`
|
|
Aggregate bool `json:"aggreg"`
|
|
Type *string `json:"type,omitempty"`
|
|
TypeIds []int `json:"type-ids,omitempty"`
|
|
SubType *string `json:"subtype,omitempty"`
|
|
SubTypeIds []int `json:"subtype-ids,omitempty"`
|
|
}
|
|
|
|
type ApiQueryResponse struct {
|
|
Queries []ApiQuery `json:"queries,omitempty"`
|
|
Results [][]ApiMetricData `json:"results"`
|
|
}
|
|
|
|
type ApiMetricData struct {
|
|
Error *string `json:"error"`
|
|
From int64 `json:"from"`
|
|
To int64 `json:"to"`
|
|
Data []schema.Float `json:"data"`
|
|
Avg schema.Float `json:"avg"`
|
|
Min schema.Float `json:"min"`
|
|
Max schema.Float `json:"max"`
|
|
}
|
|
|
|
func (ccms *CCMetricStore) Init(url, token string, renamings map[string]string) error {
|
|
ccms.url = url
|
|
ccms.queryEndpoint = fmt.Sprintf("%s/api/query", url)
|
|
ccms.jwt = token
|
|
ccms.client = http.Client{
|
|
Timeout: 5 * time.Second,
|
|
}
|
|
|
|
if renamings != nil {
|
|
ccms.here2there = renamings
|
|
ccms.there2here = make(map[string]string, len(renamings))
|
|
for k, v := range ccms.here2there {
|
|
ccms.there2here[v] = k
|
|
}
|
|
} else {
|
|
ccms.here2there = make(map[string]string)
|
|
ccms.there2here = make(map[string]string)
|
|
}
|
|
|
|
return nil
|
|
}
|
|
|
|
func (ccms *CCMetricStore) toRemoteName(metric string) string {
|
|
if renamed, ok := ccms.here2there[metric]; ok {
|
|
return renamed
|
|
}
|
|
|
|
return metric
|
|
}
|
|
|
|
func (ccms *CCMetricStore) toLocalName(metric string) string {
|
|
if renamed, ok := ccms.there2here[metric]; ok {
|
|
return renamed
|
|
}
|
|
|
|
return metric
|
|
}
|
|
|
|
func (ccms *CCMetricStore) doRequest(ctx context.Context, body *ApiQueryRequest) (*ApiQueryResponse, error) {
|
|
buf := &bytes.Buffer{}
|
|
if err := json.NewEncoder(buf).Encode(body); err != nil {
|
|
return nil, err
|
|
}
|
|
|
|
req, err := http.NewRequestWithContext(ctx, http.MethodPost, ccms.queryEndpoint, buf)
|
|
if err != nil {
|
|
return nil, err
|
|
}
|
|
if ccms.jwt != "" {
|
|
req.Header.Add("Authorization", fmt.Sprintf("Bearer %s", ccms.jwt))
|
|
}
|
|
|
|
res, err := ccms.client.Do(req)
|
|
if err != nil {
|
|
return nil, err
|
|
}
|
|
|
|
if res.StatusCode != http.StatusOK {
|
|
return nil, fmt.Errorf("'%s': HTTP Status: %s", ccms.queryEndpoint, res.Status)
|
|
}
|
|
|
|
var resBody ApiQueryResponse
|
|
if err := json.NewDecoder(bufio.NewReader(res.Body)).Decode(&resBody); err != nil {
|
|
return nil, err
|
|
}
|
|
|
|
return &resBody, nil
|
|
}
|
|
|
|
func (ccms *CCMetricStore) LoadData(job *schema.Job, metrics []string, scopes []schema.MetricScope, ctx context.Context) (schema.JobData, error) {
|
|
queries, assignedScope, err := ccms.buildQueries(job, metrics, scopes)
|
|
if err != nil {
|
|
return nil, err
|
|
}
|
|
|
|
req := ApiQueryRequest{
|
|
Cluster: job.Cluster,
|
|
From: job.StartTime.Unix(),
|
|
To: job.StartTime.Add(time.Duration(job.Duration) * time.Second).Unix(),
|
|
Queries: queries,
|
|
WithStats: true,
|
|
WithData: true,
|
|
}
|
|
|
|
resBody, err := ccms.doRequest(ctx, &req)
|
|
if err != nil {
|
|
return nil, err
|
|
}
|
|
|
|
var jobData schema.JobData = make(schema.JobData)
|
|
for i, row := range resBody.Results {
|
|
query := req.Queries[i]
|
|
metric := ccms.toLocalName(query.Metric)
|
|
scope := assignedScope[i]
|
|
mc := config.GetMetricConfig(job.Cluster, metric)
|
|
if _, ok := jobData[metric]; !ok {
|
|
jobData[metric] = make(map[schema.MetricScope]*schema.JobMetric)
|
|
}
|
|
|
|
jobMetric, ok := jobData[metric][scope]
|
|
if !ok {
|
|
jobMetric = &schema.JobMetric{
|
|
Unit: mc.Unit,
|
|
Scope: scope,
|
|
Timestep: mc.Timestep,
|
|
Series: make([]schema.Series, 0),
|
|
}
|
|
jobData[metric][scope] = jobMetric
|
|
}
|
|
|
|
for _, res := range row {
|
|
if res.Error != nil {
|
|
return nil, fmt.Errorf("cc-metric-store error while fetching %s: %s", metric, *res.Error)
|
|
}
|
|
|
|
id := (*int)(nil)
|
|
if query.Type != nil {
|
|
id = new(int)
|
|
*id = query.TypeIds[0]
|
|
}
|
|
|
|
if res.Avg.IsNaN() || res.Min.IsNaN() || res.Max.IsNaN() {
|
|
// TODO: use schema.Float instead of float64?
|
|
// This is done because regular float64 can not be JSONed when NaN.
|
|
res.Avg = schema.Float(0)
|
|
res.Min = schema.Float(0)
|
|
res.Max = schema.Float(0)
|
|
}
|
|
|
|
jobMetric.Series = append(jobMetric.Series, schema.Series{
|
|
Hostname: query.Hostname,
|
|
Id: id,
|
|
Statistics: &schema.MetricStatistics{
|
|
Avg: float64(res.Avg),
|
|
Min: float64(res.Min),
|
|
Max: float64(res.Max),
|
|
},
|
|
Data: res.Data,
|
|
})
|
|
}
|
|
}
|
|
|
|
return jobData, nil
|
|
}
|
|
|
|
var (
|
|
hwthreadString = string("cpu") // TODO/FIXME: inconsistency between cc-metric-collector and ClusterCockpit
|
|
coreString = string(schema.MetricScopeCore)
|
|
socketString = string(schema.MetricScopeSocket)
|
|
acceleratorString = string(schema.MetricScopeAccelerator)
|
|
)
|
|
|
|
func (ccms *CCMetricStore) buildQueries(job *schema.Job, metrics []string, scopes []schema.MetricScope) ([]ApiQuery, []schema.MetricScope, error) {
|
|
queries := make([]ApiQuery, 0, len(metrics)*len(scopes)*len(job.Resources))
|
|
topology := config.GetPartition(job.Cluster, job.Partition).Topology
|
|
assignedScope := []schema.MetricScope{}
|
|
|
|
for _, metric := range metrics {
|
|
remoteName := ccms.toRemoteName(metric)
|
|
mc := config.GetMetricConfig(job.Cluster, metric)
|
|
if mc == nil {
|
|
// return nil, fmt.Errorf("metric '%s' is not specified for cluster '%s'", metric, job.Cluster)
|
|
// log.Printf("metric '%s' is not specified for cluster '%s'", metric, job.Cluster)
|
|
continue
|
|
}
|
|
|
|
// Avoid duplicates...
|
|
handledScopes := make([]schema.MetricScope, 0, 3)
|
|
|
|
scopesLoop:
|
|
for _, requestedScope := range scopes {
|
|
nativeScope := mc.Scope
|
|
scope := nativeScope.Max(requestedScope)
|
|
for _, s := range handledScopes {
|
|
if scope == s {
|
|
continue scopesLoop
|
|
}
|
|
}
|
|
handledScopes = append(handledScopes, scope)
|
|
|
|
for _, host := range job.Resources {
|
|
hwthreads := host.HWThreads
|
|
if hwthreads == nil {
|
|
hwthreads = topology.Node
|
|
}
|
|
|
|
// Accelerator -> Accelerator (Use "accelerator" scope if requested scope is lower than node)
|
|
if nativeScope == schema.MetricScopeAccelerator && scope.LT(schema.MetricScopeNode) {
|
|
queries = append(queries, ApiQuery{
|
|
Metric: remoteName,
|
|
Hostname: host.Hostname,
|
|
Aggregate: false,
|
|
Type: &acceleratorString,
|
|
TypeIds: host.Accelerators,
|
|
})
|
|
assignedScope = append(assignedScope, schema.MetricScopeAccelerator)
|
|
continue
|
|
}
|
|
|
|
// Accelerator -> Node
|
|
if nativeScope == schema.MetricScopeAccelerator && scope == schema.MetricScopeNode {
|
|
if len(host.Accelerators) == 0 {
|
|
continue
|
|
}
|
|
|
|
queries = append(queries, ApiQuery{
|
|
Metric: remoteName,
|
|
Hostname: host.Hostname,
|
|
Aggregate: true,
|
|
Type: &acceleratorString,
|
|
TypeIds: host.Accelerators,
|
|
})
|
|
assignedScope = append(assignedScope, scope)
|
|
continue
|
|
}
|
|
|
|
// HWThread -> HWThead
|
|
if nativeScope == schema.MetricScopeHWThread && scope == schema.MetricScopeHWThread {
|
|
queries = append(queries, ApiQuery{
|
|
Metric: remoteName,
|
|
Hostname: host.Hostname,
|
|
Aggregate: false,
|
|
Type: &hwthreadString,
|
|
TypeIds: hwthreads,
|
|
})
|
|
assignedScope = append(assignedScope, scope)
|
|
continue
|
|
}
|
|
|
|
// HWThread -> Core
|
|
if nativeScope == schema.MetricScopeHWThread && scope == schema.MetricScopeCore {
|
|
cores, _ := topology.GetCoresFromHWThreads(hwthreads)
|
|
for _, core := range cores {
|
|
queries = append(queries, ApiQuery{
|
|
Metric: remoteName,
|
|
Hostname: host.Hostname,
|
|
Aggregate: true,
|
|
Type: &hwthreadString,
|
|
TypeIds: topology.Core[core],
|
|
})
|
|
assignedScope = append(assignedScope, scope)
|
|
}
|
|
continue
|
|
}
|
|
|
|
// HWThread -> Socket
|
|
if nativeScope == schema.MetricScopeHWThread && scope == schema.MetricScopeSocket {
|
|
sockets, _ := topology.GetSocketsFromHWThreads(hwthreads)
|
|
for _, socket := range sockets {
|
|
queries = append(queries, ApiQuery{
|
|
Metric: remoteName,
|
|
Hostname: host.Hostname,
|
|
Aggregate: true,
|
|
Type: &hwthreadString,
|
|
TypeIds: topology.Socket[socket],
|
|
})
|
|
assignedScope = append(assignedScope, scope)
|
|
}
|
|
continue
|
|
}
|
|
|
|
// HWThread -> Node
|
|
if nativeScope == schema.MetricScopeHWThread && scope == schema.MetricScopeNode {
|
|
queries = append(queries, ApiQuery{
|
|
Metric: remoteName,
|
|
Hostname: host.Hostname,
|
|
Aggregate: true,
|
|
Type: &hwthreadString,
|
|
TypeIds: hwthreads,
|
|
})
|
|
assignedScope = append(assignedScope, scope)
|
|
continue
|
|
}
|
|
|
|
// Core -> Core
|
|
if nativeScope == schema.MetricScopeCore && scope == schema.MetricScopeCore {
|
|
cores, _ := topology.GetCoresFromHWThreads(hwthreads)
|
|
queries = append(queries, ApiQuery{
|
|
Metric: remoteName,
|
|
Hostname: host.Hostname,
|
|
Aggregate: false,
|
|
Type: &coreString,
|
|
TypeIds: cores,
|
|
})
|
|
assignedScope = append(assignedScope, scope)
|
|
continue
|
|
}
|
|
|
|
// Core -> Node
|
|
if nativeScope == schema.MetricScopeCore && scope == schema.MetricScopeNode {
|
|
cores, _ := topology.GetCoresFromHWThreads(hwthreads)
|
|
queries = append(queries, ApiQuery{
|
|
Metric: remoteName,
|
|
Hostname: host.Hostname,
|
|
Aggregate: true,
|
|
Type: &coreString,
|
|
TypeIds: cores,
|
|
})
|
|
assignedScope = append(assignedScope, scope)
|
|
continue
|
|
}
|
|
|
|
// Socket -> Socket
|
|
if nativeScope == schema.MetricScopeSocket && scope == schema.MetricScopeSocket {
|
|
sockets, _ := topology.GetSocketsFromHWThreads(hwthreads)
|
|
queries = append(queries, ApiQuery{
|
|
Metric: remoteName,
|
|
Hostname: host.Hostname,
|
|
Aggregate: false,
|
|
Type: &socketString,
|
|
TypeIds: sockets,
|
|
})
|
|
assignedScope = append(assignedScope, scope)
|
|
continue
|
|
}
|
|
|
|
// Socket -> Node
|
|
if nativeScope == schema.MetricScopeSocket && scope == schema.MetricScopeNode {
|
|
sockets, _ := topology.GetSocketsFromHWThreads(hwthreads)
|
|
queries = append(queries, ApiQuery{
|
|
Metric: remoteName,
|
|
Hostname: host.Hostname,
|
|
Aggregate: true,
|
|
Type: &socketString,
|
|
TypeIds: sockets,
|
|
})
|
|
assignedScope = append(assignedScope, scope)
|
|
continue
|
|
}
|
|
|
|
// Node -> Node
|
|
if nativeScope == schema.MetricScopeNode && scope == schema.MetricScopeNode {
|
|
queries = append(queries, ApiQuery{
|
|
Metric: remoteName,
|
|
Hostname: host.Hostname,
|
|
})
|
|
assignedScope = append(assignedScope, scope)
|
|
continue
|
|
}
|
|
|
|
return nil, nil, fmt.Errorf("TODO: unhandled case: native-scope=%s, requested-scope=%s", nativeScope, requestedScope)
|
|
}
|
|
}
|
|
}
|
|
|
|
return queries, assignedScope, nil
|
|
}
|
|
|
|
func (ccms *CCMetricStore) LoadStats(job *schema.Job, metrics []string, ctx context.Context) (map[string]map[string]schema.MetricStatistics, error) {
|
|
queries, _, err := ccms.buildQueries(job, metrics, []schema.MetricScope{schema.MetricScopeNode})
|
|
if err != nil {
|
|
return nil, err
|
|
}
|
|
|
|
req := ApiQueryRequest{
|
|
Cluster: job.Cluster,
|
|
From: job.StartTime.Unix(),
|
|
To: job.StartTime.Add(time.Duration(job.Duration) * time.Second).Unix(),
|
|
Queries: queries,
|
|
WithStats: true,
|
|
WithData: false,
|
|
}
|
|
|
|
resBody, err := ccms.doRequest(ctx, &req)
|
|
if err != nil {
|
|
return nil, err
|
|
}
|
|
|
|
stats := make(map[string]map[string]schema.MetricStatistics, len(metrics))
|
|
for i, res := range resBody.Results {
|
|
query := req.Queries[i]
|
|
metric := ccms.toLocalName(query.Metric)
|
|
data := res[0]
|
|
if data.Error != nil {
|
|
return nil, fmt.Errorf("fetching %s for node %s failed: %s", metric, query.Hostname, *data.Error)
|
|
}
|
|
|
|
metricdata, ok := stats[metric]
|
|
if !ok {
|
|
metricdata = make(map[string]schema.MetricStatistics, job.NumNodes)
|
|
stats[metric] = metricdata
|
|
}
|
|
|
|
if data.Avg.IsNaN() || data.Min.IsNaN() || data.Max.IsNaN() {
|
|
return nil, fmt.Errorf("fetching %s for node %s failed: %s", metric, query.Hostname, "avg/min/max is NaN")
|
|
}
|
|
|
|
metricdata[query.Hostname] = schema.MetricStatistics{
|
|
Avg: float64(data.Avg),
|
|
Min: float64(data.Min),
|
|
Max: float64(data.Max),
|
|
}
|
|
}
|
|
|
|
return stats, nil
|
|
}
|
|
|
|
// TODO: Support sub-node-scope metrics! For this, the partition of a node needs to be known!
|
|
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) {
|
|
req := ApiQueryRequest{
|
|
Cluster: cluster,
|
|
From: from.Unix(),
|
|
To: to.Unix(),
|
|
WithStats: true,
|
|
WithData: true,
|
|
}
|
|
|
|
if nodes == nil {
|
|
for _, metric := range metrics {
|
|
req.ForAllNodes = append(req.ForAllNodes, ccms.toRemoteName(metric))
|
|
}
|
|
} else {
|
|
for _, node := range nodes {
|
|
for _, metric := range metrics {
|
|
req.Queries = append(req.Queries, ApiQuery{
|
|
Hostname: node,
|
|
Metric: ccms.toRemoteName(metric),
|
|
})
|
|
}
|
|
}
|
|
}
|
|
|
|
resBody, err := ccms.doRequest(ctx, &req)
|
|
if err != nil {
|
|
return nil, err
|
|
}
|
|
|
|
_ = resBody
|
|
data := make(map[string]map[string][]*schema.JobMetric)
|
|
for i, res := range resBody.Results {
|
|
var query ApiQuery
|
|
if resBody.Queries != nil {
|
|
query = resBody.Queries[i]
|
|
} else {
|
|
query = req.Queries[i]
|
|
}
|
|
|
|
metric := ccms.toLocalName(query.Metric)
|
|
qdata := res[0]
|
|
if qdata.Error != nil {
|
|
return nil, fmt.Errorf("fetching %s for node %s failed: %s", metric, query.Hostname, *qdata.Error)
|
|
}
|
|
|
|
if qdata.Avg.IsNaN() || qdata.Min.IsNaN() || qdata.Max.IsNaN() {
|
|
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
|
|
}
|