telegraf/plugins/inputs/vsphere/endpoint.go

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package vsphere
import (
"context"
"fmt"
"log"
"net/url"
"regexp"
"strconv"
"strings"
"sync"
"sync/atomic"
"time"
"github.com/influxdata/telegraf/filter"
"github.com/influxdata/telegraf"
"github.com/vmware/govmomi/object"
"github.com/vmware/govmomi/performance"
"github.com/vmware/govmomi/view"
"github.com/vmware/govmomi/vim25/mo"
"github.com/vmware/govmomi/vim25/types"
)
var isolateLUN = regexp.MustCompile(".*/([^/]+)/?$")
const metricLookback = 3
// Endpoint is a high-level representation of a connected vCenter endpoint. It is backed by the lower
// level Client type.
type Endpoint struct {
Parent *VSphere
URL *url.URL
lastColls map[string]time.Time
instanceInfo map[string]resourceInfo
resourceKinds map[string]resourceKind
hwMarks *TSCache
lun2ds map[string]string
discoveryTicker *time.Ticker
collectMux sync.RWMutex
initialized bool
clientFactory *ClientFactory
busy sync.Mutex
}
type resourceKind struct {
name string
pKey string
parentTag string
enabled bool
realTime bool
sampling int32
objects objectMap
filters filter.Filter
collectInstances bool
getObjects func(context.Context, *Endpoint, *view.ContainerView) (objectMap, error)
}
type metricEntry struct {
tags map[string]string
name string
ts time.Time
fields map[string]interface{}
}
type objectMap map[string]objectRef
type objectRef struct {
name string
altID string
ref types.ManagedObjectReference
parentRef *types.ManagedObjectReference //Pointer because it must be nillable
guest string
dcname string
}
type resourceInfo struct {
name string
metrics performance.MetricList
parentRef *types.ManagedObjectReference
}
type metricQRequest struct {
res *resourceKind
obj objectRef
}
type metricQResponse struct {
obj objectRef
metrics *performance.MetricList
}
type multiError []error
// NewEndpoint returns a new connection to a vCenter based on the URL and configuration passed
// as parameters.
func NewEndpoint(ctx context.Context, parent *VSphere, url *url.URL) (*Endpoint, error) {
e := Endpoint{
URL: url,
Parent: parent,
lastColls: make(map[string]time.Time),
hwMarks: NewTSCache(1 * time.Hour),
instanceInfo: make(map[string]resourceInfo),
lun2ds: make(map[string]string),
initialized: false,
clientFactory: NewClientFactory(ctx, url, parent),
}
e.resourceKinds = map[string]resourceKind{
"datacenter": {
name: "datacenter",
pKey: "dcname",
parentTag: "",
enabled: anythingEnabled(parent.DatacenterMetricExclude),
realTime: false,
sampling: 300,
objects: make(objectMap),
filters: newFilterOrPanic(parent.DatacenterMetricInclude, parent.DatacenterMetricExclude),
collectInstances: parent.DatacenterInstances,
getObjects: getDatacenters,
},
"cluster": {
name: "cluster",
pKey: "clustername",
parentTag: "dcname",
enabled: anythingEnabled(parent.ClusterMetricExclude),
realTime: false,
sampling: 300,
objects: make(objectMap),
filters: newFilterOrPanic(parent.ClusterMetricInclude, parent.ClusterMetricExclude),
collectInstances: parent.ClusterInstances,
getObjects: getClusters,
},
"host": {
name: "host",
pKey: "esxhostname",
parentTag: "clustername",
enabled: anythingEnabled(parent.HostMetricExclude),
realTime: true,
sampling: 20,
objects: make(objectMap),
filters: newFilterOrPanic(parent.HostMetricInclude, parent.HostMetricExclude),
collectInstances: parent.HostInstances,
getObjects: getHosts,
},
"vm": {
name: "vm",
pKey: "vmname",
parentTag: "esxhostname",
enabled: anythingEnabled(parent.VMMetricExclude),
realTime: true,
sampling: 20,
objects: make(objectMap),
filters: newFilterOrPanic(parent.VMMetricInclude, parent.VMMetricExclude),
collectInstances: parent.VMInstances,
getObjects: getVMs,
},
"datastore": {
name: "datastore",
pKey: "dsname",
enabled: anythingEnabled(parent.DatastoreMetricExclude),
realTime: false,
sampling: 300,
objects: make(objectMap),
filters: newFilterOrPanic(parent.DatastoreMetricInclude, parent.DatastoreMetricExclude),
collectInstances: parent.DatastoreInstances,
getObjects: getDatastores,
},
}
// Start discover and other goodness
err := e.init(ctx)
return &e, err
}
func (m multiError) Error() string {
switch len(m) {
case 0:
return "No error recorded. Something is wrong!"
case 1:
return m[0].Error()
default:
s := "Multiple errors detected concurrently: "
for i, e := range m {
if i != 0 {
s += ", "
}
s += e.Error()
}
return s
}
}
func anythingEnabled(ex []string) bool {
for _, s := range ex {
if s == "*" {
return false
}
}
return true
}
func newFilterOrPanic(include []string, exclude []string) filter.Filter {
f, err := filter.NewIncludeExcludeFilter(include, exclude)
if err != nil {
panic(fmt.Sprintf("Include/exclude filters are invalid: %s", err))
}
return f
}
func (e *Endpoint) startDiscovery(ctx context.Context) {
e.discoveryTicker = time.NewTicker(e.Parent.ObjectDiscoveryInterval.Duration)
go func() {
for {
select {
case <-e.discoveryTicker.C:
err := e.discover(ctx)
if err != nil && err != context.Canceled {
log.Printf("E! [input.vsphere]: Error in discovery for %s: %v", e.URL.Host, err)
}
case <-ctx.Done():
log.Printf("D! [input.vsphere]: Exiting discovery goroutine for %s", e.URL.Host)
e.discoveryTicker.Stop()
return
}
}
}()
}
func (e *Endpoint) initalDiscovery(ctx context.Context) {
err := e.discover(ctx)
if err != nil && err != context.Canceled {
log.Printf("E! [input.vsphere]: Error in discovery for %s: %v", e.URL.Host, err)
}
e.startDiscovery(ctx)
}
func (e *Endpoint) init(ctx context.Context) error {
if e.Parent.ObjectDiscoveryInterval.Duration > 0 {
// Run an initial discovery. If force_discovery_on_init isn't set, we kick it off as a
// goroutine without waiting for it. This will probably cause us to report an empty
// dataset on the first collection, but it solves the issue of the first collection timing out.
if e.Parent.ForceDiscoverOnInit {
log.Printf("D! [input.vsphere]: Running initial discovery and waiting for it to finish")
e.initalDiscovery(ctx)
} else {
// Otherwise, just run it in the background. We'll probably have an incomplete first metric
// collection this way.
go e.initalDiscovery(ctx)
}
}
e.initialized = true
return nil
}
func (e *Endpoint) getMetricNameMap(ctx context.Context) (map[int32]string, error) {
client, err := e.clientFactory.GetClient(ctx)
if err != nil {
return nil, err
}
ctx1, cancel1 := context.WithTimeout(ctx, e.Parent.Timeout.Duration)
defer cancel1()
mn, err := client.Perf.CounterInfoByName(ctx1)
if err != nil {
return nil, err
}
names := make(map[int32]string)
for name, m := range mn {
names[m.Key] = name
}
return names, nil
}
func (e *Endpoint) getMetadata(ctx context.Context, in interface{}) interface{} {
client, err := e.clientFactory.GetClient(ctx)
if err != nil {
return err
}
rq := in.(*metricQRequest)
ctx1, cancel1 := context.WithTimeout(ctx, e.Parent.Timeout.Duration)
defer cancel1()
metrics, err := client.Perf.AvailableMetric(ctx1, rq.obj.ref.Reference(), rq.res.sampling)
if err != nil && err != context.Canceled {
log.Printf("E! [input.vsphere]: Error while getting metric metadata. Discovery will be incomplete. Error: %s", err)
}
return &metricQResponse{metrics: &metrics, obj: rq.obj}
}
func (e *Endpoint) getDatacenterName(ctx context.Context, client *Client, cache map[string]string, r types.ManagedObjectReference) string {
path := make([]string, 0)
returnVal := ""
here := r
for {
if name, ok := cache[here.Reference().String()]; ok {
// Populate cache for the entire chain of objects leading here.
returnVal = name
break
}
path = append(path, here.Reference().String())
o := object.NewCommon(client.Client.Client, r)
var result mo.ManagedEntity
ctx1, cancel1 := context.WithTimeout(ctx, e.Parent.Timeout.Duration)
defer cancel1()
err := o.Properties(ctx1, here, []string{"parent", "name"}, &result)
if err != nil {
log.Printf("W! [input.vsphere]: Error while resolving parent. Assuming no parent exists. Error: %s", err)
break
}
if result.Reference().Type == "Datacenter" {
// Populate cache for the entire chain of objects leading here.
returnVal = result.Name
break
}
if result.Parent == nil {
log.Printf("D! [input.vsphere]: No parent found for %s (ascending from %s)", here.Reference(), r.Reference())
break
}
here = result.Parent.Reference()
}
for _, s := range path {
cache[s] = returnVal
}
return returnVal
}
func (e *Endpoint) discover(ctx context.Context) error {
e.busy.Lock()
defer e.busy.Unlock()
if ctx.Err() != nil {
return ctx.Err()
}
metricNames, err := e.getMetricNameMap(ctx)
if err != nil {
return err
}
sw := NewStopwatch("discover", e.URL.Host)
client, err := e.clientFactory.GetClient(ctx)
if err != nil {
return err
}
log.Printf("D! [input.vsphere]: Discover new objects for %s", e.URL.Host)
instInfo := make(map[string]resourceInfo)
resourceKinds := make(map[string]resourceKind)
dcNameCache := make(map[string]string)
// Populate resource objects, and endpoint instance info.
for k, res := range e.resourceKinds {
log.Printf("D! [input.vsphere] Discovering resources for %s", res.name)
// Need to do this for all resource types even if they are not enabled
if res.enabled || k != "vm" {
objects, err := res.getObjects(ctx, e, client.Root)
if err != nil {
return err
}
// Fill in datacenter names where available (no need to do it for Datacenters)
if res.name != "Datacenter" {
for k, obj := range objects {
if obj.parentRef != nil {
obj.dcname = e.getDatacenterName(ctx, client, dcNameCache, *obj.parentRef)
objects[k] = obj
}
}
}
// Set up a worker pool for processing metadata queries concurrently
wp := NewWorkerPool(10)
wp.Run(ctx, e.getMetadata, e.Parent.DiscoverConcurrency)
// Fill the input channels with resources that need to be queried
// for metadata.
wp.Fill(ctx, func(ctx context.Context, f PushFunc) {
for _, obj := range objects {
f(ctx, &metricQRequest{obj: obj, res: &res})
}
})
// Drain the resulting metadata and build instance infos.
wp.Drain(ctx, func(ctx context.Context, in interface{}) bool {
switch resp := in.(type) {
case *metricQResponse:
mList := make(performance.MetricList, 0)
if res.enabled {
for _, m := range *resp.metrics {
if m.Instance != "" && !res.collectInstances {
continue
}
if res.filters.Match(metricNames[m.CounterId]) {
mList = append(mList, m)
}
}
}
instInfo[resp.obj.ref.Value] = resourceInfo{name: resp.obj.name, metrics: mList, parentRef: resp.obj.parentRef}
case error:
log.Printf("W! [input.vsphere]: Error while discovering resources: %s", resp)
return false
}
return true
})
res.objects = objects
resourceKinds[k] = res
}
}
// Build lun2ds map
dss := resourceKinds["datastore"]
l2d := make(map[string]string)
for _, ds := range dss.objects {
url := ds.altID
m := isolateLUN.FindStringSubmatch(url)
if m != nil {
l2d[m[1]] = ds.name
}
}
// Atomically swap maps
e.collectMux.Lock()
defer e.collectMux.Unlock()
e.instanceInfo = instInfo
e.resourceKinds = resourceKinds
e.lun2ds = l2d
sw.Stop()
SendInternalCounter("discovered_objects", e.URL.Host, int64(len(instInfo)))
return nil
}
func getDatacenters(ctx context.Context, e *Endpoint, root *view.ContainerView) (objectMap, error) {
var resources []mo.Datacenter
ctx1, cancel1 := context.WithTimeout(ctx, e.Parent.Timeout.Duration)
defer cancel1()
err := root.Retrieve(ctx1, []string{"Datacenter"}, []string{"name", "parent"}, &resources)
if err != nil {
return nil, err
}
m := make(objectMap, len(resources))
for _, r := range resources {
m[r.ExtensibleManagedObject.Reference().Value] = objectRef{
name: r.Name, ref: r.ExtensibleManagedObject.Reference(), parentRef: r.Parent, dcname: r.Name}
}
return m, nil
}
func getClusters(ctx context.Context, e *Endpoint, root *view.ContainerView) (objectMap, error) {
var resources []mo.ClusterComputeResource
ctx1, cancel1 := context.WithTimeout(ctx, e.Parent.Timeout.Duration)
defer cancel1()
err := root.Retrieve(ctx1, []string{"ClusterComputeResource"}, []string{"name", "parent"}, &resources)
if err != nil {
return nil, err
}
cache := make(map[string]*types.ManagedObjectReference)
m := make(objectMap, len(resources))
for _, r := range resources {
// We're not interested in the immediate parent (a folder), but the data center.
p, ok := cache[r.Parent.Value]
if !ok {
o := object.NewFolder(root.Client(), *r.Parent)
var folder mo.Folder
ctx2, cancel2 := context.WithTimeout(ctx, e.Parent.Timeout.Duration)
defer cancel2()
err := o.Properties(ctx2, *r.Parent, []string{"parent"}, &folder)
if err != nil {
log.Printf("W! [input.vsphere] Error while getting folder parent: %e", err)
p = nil
} else {
pp := folder.Parent.Reference()
p = &pp
cache[r.Parent.Value] = p
}
}
m[r.ExtensibleManagedObject.Reference().Value] = objectRef{
name: r.Name, ref: r.ExtensibleManagedObject.Reference(), parentRef: p}
}
return m, nil
}
func getHosts(ctx context.Context, e *Endpoint, root *view.ContainerView) (objectMap, error) {
var resources []mo.HostSystem
err := root.Retrieve(ctx, []string{"HostSystem"}, []string{"name", "parent"}, &resources)
if err != nil {
return nil, err
}
m := make(objectMap)
for _, r := range resources {
m[r.ExtensibleManagedObject.Reference().Value] = objectRef{
name: r.Name, ref: r.ExtensibleManagedObject.Reference(), parentRef: r.Parent}
}
return m, nil
}
func getVMs(ctx context.Context, e *Endpoint, root *view.ContainerView) (objectMap, error) {
var resources []mo.VirtualMachine
ctx1, cancel1 := context.WithTimeout(ctx, e.Parent.Timeout.Duration)
defer cancel1()
err := root.Retrieve(ctx1, []string{"VirtualMachine"}, []string{"name", "runtime.host", "config.guestId", "config.uuid"}, &resources)
if err != nil {
return nil, err
}
m := make(objectMap)
for _, r := range resources {
guest := "unknown"
uuid := ""
// Sometimes Config is unknown and returns a nil pointer
//
if r.Config != nil {
guest = cleanGuestID(r.Config.GuestId)
uuid = r.Config.Uuid
}
m[r.ExtensibleManagedObject.Reference().Value] = objectRef{
name: r.Name, ref: r.ExtensibleManagedObject.Reference(), parentRef: r.Runtime.Host, guest: guest, altID: uuid}
}
return m, nil
}
func getDatastores(ctx context.Context, e *Endpoint, root *view.ContainerView) (objectMap, error) {
var resources []mo.Datastore
ctx1, cancel1 := context.WithTimeout(ctx, e.Parent.Timeout.Duration)
defer cancel1()
err := root.Retrieve(ctx1, []string{"Datastore"}, []string{"name", "parent", "info"}, &resources)
if err != nil {
return nil, err
}
m := make(objectMap)
for _, r := range resources {
url := ""
if r.Info != nil {
info := r.Info.GetDatastoreInfo()
if info != nil {
url = info.Url
}
}
m[r.ExtensibleManagedObject.Reference().Value] = objectRef{
name: r.Name, ref: r.ExtensibleManagedObject.Reference(), parentRef: r.Parent, altID: url}
}
return m, nil
}
// Close shuts down an Endpoint and releases any resources associated with it.
func (e *Endpoint) Close() {
e.clientFactory.Close()
}
// Collect runs a round of data collections as specified in the configuration.
func (e *Endpoint) Collect(ctx context.Context, acc telegraf.Accumulator) error {
// If we never managed to do a discovery, collection will be a no-op. Therefore,
// we need to check that a connection is available, or the collection will
// silently fail.
//
if _, err := e.clientFactory.GetClient(ctx); err != nil {
return err
}
e.collectMux.RLock()
defer e.collectMux.RUnlock()
if ctx.Err() != nil {
return ctx.Err()
}
// If discovery interval is disabled (0), discover on each collection cycle
//
if e.Parent.ObjectDiscoveryInterval.Duration == 0 {
err := e.discover(ctx)
if err != nil {
return err
}
}
for k, res := range e.resourceKinds {
if res.enabled {
err := e.collectResource(ctx, k, acc)
if err != nil {
return err
}
}
}
// Purge old timestamps from the cache
e.hwMarks.Purge()
return nil
}
func (e *Endpoint) chunker(ctx context.Context, f PushFunc, res *resourceKind, now time.Time, latest time.Time) {
maxMetrics := e.Parent.MaxQueryMetrics
if maxMetrics < 1 {
maxMetrics = 1
}
// Workaround for vCenter weirdness. Cluster metrics seem to count multiple times
// when checking query size, so keep it at a low value.
// Revisit this when we better understand the reason why vCenter counts it this way!
if res.name == "cluster" && maxMetrics > 10 {
maxMetrics = 10
}
pqs := make([]types.PerfQuerySpec, 0, e.Parent.MaxQueryObjects)
metrics := 0
total := 0
nRes := 0
for _, object := range res.objects {
info, found := e.instanceInfo[object.ref.Value]
if !found {
log.Printf("E! [input.vsphere]: Internal error: Instance info not found for MOID %s", object.ref)
}
mr := len(info.metrics)
for mr > 0 {
mc := mr
headroom := maxMetrics - metrics
if !res.realTime && mc > headroom { // Metric query limit only applies to non-realtime metrics
mc = headroom
}
fm := len(info.metrics) - mr
pq := types.PerfQuerySpec{
Entity: object.ref,
MaxSample: 1,
MetricId: info.metrics[fm : fm+mc],
IntervalId: res.sampling,
Format: "normal",
}
// For non-realtime metrics, we need to look back a few samples in case
// the vCenter is late reporting metrics.
if !res.realTime {
pq.MaxSample = metricLookback
}
// Look back 3 sampling periods
start := latest.Add(time.Duration(-res.sampling) * time.Second * (metricLookback - 1))
if !res.realTime {
pq.StartTime = &start
pq.EndTime = &now
}
pqs = append(pqs, pq)
mr -= mc
metrics += mc
// We need to dump the current chunk of metrics for one of two reasons:
// 1) We filled up the metric quota while processing the current resource
// 2) We are at the last resource and have no more data to process.
if mr > 0 || (!res.realTime && metrics >= maxMetrics) || nRes >= e.Parent.MaxQueryObjects {
log.Printf("D! [input.vsphere]: Queueing query: %d objects, %d metrics (%d remaining) of type %s for %s. Processed objects: %d. Total objects %d",
len(pqs), metrics, mr, res.name, e.URL.Host, total+1, len(res.objects))
// To prevent deadlocks, don't send work items if the context has been cancelled.
if ctx.Err() == context.Canceled {
return
}
// Call push function
f(ctx, pqs)
pqs = make([]types.PerfQuerySpec, 0, e.Parent.MaxQueryObjects)
metrics = 0
nRes = 0
}
}
total++
nRes++
}
// There may be dangling stuff in the queue. Handle them
//
if len(pqs) > 0 {
// Call push function
log.Printf("D! [input.vsphere]: Queuing query: %d objects, %d metrics (0 remaining) of type %s for %s. Total objects %d (final chunk)",
len(pqs), metrics, res.name, e.URL.Host, len(res.objects))
f(ctx, pqs)
}
}
func (e *Endpoint) collectResource(ctx context.Context, resourceType string, acc telegraf.Accumulator) error {
// Do we have new data yet?
res := e.resourceKinds[resourceType]
client, err := e.clientFactory.GetClient(ctx)
if err != nil {
return err
}
now, err := client.GetServerTime(ctx)
if err != nil {
return err
}
latest, hasLatest := e.lastColls[resourceType]
if hasLatest {
elapsed := now.Sub(latest).Seconds() + 5.0 // Allow 5 second jitter.
log.Printf("D! [input.vsphere]: Latest: %s, elapsed: %f, resource: %s", latest, elapsed, resourceType)
if !res.realTime && elapsed < float64(res.sampling) {
// No new data would be available. We're outta herE! [input.vsphere]:
log.Printf("D! [input.vsphere]: Sampling period for %s of %d has not elapsed on %s",
resourceType, res.sampling, e.URL.Host)
return nil
}
} else {
latest = now.Add(time.Duration(-res.sampling) * time.Second)
}
internalTags := map[string]string{"resourcetype": resourceType}
sw := NewStopwatchWithTags("gather_duration", e.URL.Host, internalTags)
log.Printf("D! [input.vsphere]: Collecting metrics for %d objects of type %s for %s",
len(res.objects), resourceType, e.URL.Host)
count := int64(0)
// Set up a worker pool for collecting chunk metrics
wp := NewWorkerPool(10)
wp.Run(ctx, func(ctx context.Context, in interface{}) interface{} {
chunk := in.([]types.PerfQuerySpec)
n, err := e.collectChunk(ctx, chunk, resourceType, res, acc)
log.Printf("D! [input.vsphere] CollectChunk for %s returned %d metrics", resourceType, n)
if err != nil {
return err
}
atomic.AddInt64(&count, int64(n))
return nil
}, e.Parent.CollectConcurrency)
// Fill the input channel of the worker queue by running the chunking
// logic implemented in chunker()
wp.Fill(ctx, func(ctx context.Context, f PushFunc) {
e.chunker(ctx, f, &res, now, latest)
})
// Drain the pool. We're getting errors back. They should all be nil
var mux sync.Mutex
merr := make(multiError, 0)
wp.Drain(ctx, func(ctx context.Context, in interface{}) bool {
if in != nil {
mux.Lock()
defer mux.Unlock()
merr = append(merr, in.(error))
return false
}
return true
})
e.lastColls[resourceType] = now // Use value captured at the beginning to avoid blind spots.
sw.Stop()
SendInternalCounterWithTags("gather_count", e.URL.Host, internalTags, count)
if len(merr) > 0 {
return merr
}
return nil
}
func (e *Endpoint) collectChunk(ctx context.Context, pqs []types.PerfQuerySpec, resourceType string,
res resourceKind, acc telegraf.Accumulator) (int, error) {
count := 0
prefix := "vsphere" + e.Parent.Separator + resourceType
client, err := e.clientFactory.GetClient(ctx)
if err != nil {
return 0, err
}
ctx1, cancel1 := context.WithTimeout(ctx, e.Parent.Timeout.Duration)
defer cancel1()
metricInfo, err := client.Perf.CounterInfoByName(ctx1)
if err != nil {
return count, err
}
ctx2, cancel2 := context.WithTimeout(ctx, e.Parent.Timeout.Duration)
defer cancel2()
metrics, err := client.Perf.Query(ctx2, pqs)
if err != nil {
return count, err
}
ctx3, cancel3 := context.WithTimeout(ctx, e.Parent.Timeout.Duration)
defer cancel3()
ems, err := client.Perf.ToMetricSeries(ctx3, metrics)
if err != nil {
return count, err
}
log.Printf("D! [input.vsphere] Query for %s returned metrics for %d objects", resourceType, len(ems))
// Iterate through results
for _, em := range ems {
moid := em.Entity.Reference().Value
instInfo, found := e.instanceInfo[moid]
if !found {
log.Printf("E! [input.vsphere]: MOID %s not found in cache. Skipping! (This should not happen!)", moid)
continue
}
buckets := make(map[string]metricEntry)
for _, v := range em.Value {
name := v.Name
t := map[string]string{
"vcenter": e.URL.Host,
"source": instInfo.name,
"moid": moid,
}
// Populate tags
objectRef, ok := res.objects[moid]
if !ok {
log.Printf("E! [input.vsphere]: MOID %s not found in cache. Skipping", moid)
continue
}
e.populateTags(&objectRef, resourceType, &res, t, &v)
// Now deal with the values. Iterate backwards so we start with the latest value
tsKey := moid + "|" + name + "|" + v.Instance
for idx := len(v.Value) - 1; idx >= 0; idx-- {
ts := em.SampleInfo[idx].Timestamp
// Since non-realtime metrics are queries with a lookback, we need to check the high-water mark
// to determine if this should be included. Only samples not seen before should be included.
if !(res.realTime || e.hwMarks.IsNew(tsKey, ts)) {
continue
}
value := v.Value[idx]
// Organize the metrics into a bucket per measurement.
// Data SHOULD be presented to us with the same timestamp for all samples, but in case
// they don't we use the measurement name + timestamp as the key for the bucket.
mn, fn := e.makeMetricIdentifier(prefix, name)
bKey := mn + " " + v.Instance + " " + strconv.FormatInt(ts.UnixNano(), 10)
bucket, found := buckets[bKey]
if !found {
bucket = metricEntry{name: mn, ts: ts, fields: make(map[string]interface{}), tags: t}
buckets[bKey] = bucket
}
if value < 0 {
log.Printf("D! [input.vsphere]: Negative value for %s on %s. Indicates missing samples", name, objectRef.name)
continue
}
// Percentage values must be scaled down by 100.
info, ok := metricInfo[name]
if !ok {
log.Printf("E! [input.vsphere]: Could not determine unit for %s. Skipping", name)
}
if info.UnitInfo.GetElementDescription().Key == "percent" {
bucket.fields[fn] = float64(value) / 100.0
} else {
bucket.fields[fn] = value
}
count++
// Update highwater marks for non-realtime metrics.
if !res.realTime {
e.hwMarks.Put(tsKey, ts)
}
}
}
// We've iterated through all the metrics and collected buckets for each
// measurement name. Now emit them!
for _, bucket := range buckets {
acc.AddFields(bucket.name, bucket.fields, bucket.tags, bucket.ts)
}
}
return count, nil
}
func (e *Endpoint) getParent(obj resourceInfo) (resourceInfo, bool) {
p := obj.parentRef
if p == nil {
log.Printf("D! [input.vsphere] No parent found for %s", obj.name)
return resourceInfo{}, false
}
r, ok := e.instanceInfo[p.Value]
return r, ok
}
func (e *Endpoint) populateTags(objectRef *objectRef, resourceType string, resource *resourceKind, t map[string]string, v *performance.MetricSeries) {
// Map name of object.
if resource.pKey != "" {
t[resource.pKey] = objectRef.name
}
if resourceType == "vm" && objectRef.altID != "" {
t["uuid"] = objectRef.altID
}
// Map parent reference
parent, found := e.instanceInfo[objectRef.parentRef.Value]
if found {
t[resource.parentTag] = parent.name
if resourceType == "vm" {
if objectRef.guest != "" {
t["guest"] = objectRef.guest
}
if c, ok := e.getParent(parent); ok {
t["clustername"] = c.name
}
}
}
// Fill in Datacenter name
if objectRef.dcname != "" {
t["dcname"] = objectRef.dcname
}
// Determine which point tag to map to the instance
name := v.Name
instance := "instance-total"
if v.Instance != "" {
instance = v.Instance
}
if strings.HasPrefix(name, "cpu.") {
t["cpu"] = instance
} else if strings.HasPrefix(name, "datastore.") {
t["lun"] = instance
if ds, ok := e.lun2ds[instance]; ok {
t["dsname"] = ds
} else {
t["dsname"] = instance
}
} else if strings.HasPrefix(name, "disk.") {
t["disk"] = cleanDiskTag(instance)
} else if strings.HasPrefix(name, "net.") {
t["interface"] = instance
} else if strings.HasPrefix(name, "storageAdapter.") {
t["adapter"] = instance
} else if strings.HasPrefix(name, "storagePath.") {
t["path"] = instance
} else if strings.HasPrefix(name, "sys.resource") {
t["resource"] = instance
} else if strings.HasPrefix(name, "vflashModule.") {
t["module"] = instance
} else if strings.HasPrefix(name, "virtualDisk.") {
t["disk"] = instance
} else if v.Instance != "" {
// default
t["instance"] = v.Instance
}
}
func (e *Endpoint) makeMetricIdentifier(prefix, metric string) (string, string) {
parts := strings.Split(metric, ".")
if len(parts) == 1 {
return prefix, parts[0]
}
return prefix + e.Parent.Separator + parts[0], strings.Join(parts[1:], e.Parent.Separator)
}
func cleanGuestID(id string) string {
return strings.TrimSuffix(id, "Guest")
}
func cleanDiskTag(disk string) string {
// Remove enclosing "<>"
return strings.TrimSuffix(strings.TrimPrefix(disk, "<"), ">")
}