Profiling

Profiling Flotta Operator

In order to enable profiling for all Flotta Operator components by pprof, few steps are required:

Add the following to the start of the main.go file:

mux := http.NewServeMux()
mux.HandleFunc("/debug/pprof/", pprof.Index)
mux.HandleFunc("/debug/pprof/cmdline", pprof.Cmdline)
mux.HandleFunc("/debug/pprof/profile", pprof.Profile)
mux.HandleFunc("/debug/pprof/symbol", pprof.Symbol)
mux.HandleFunc("/debug/pprof/trace", pprof.Trace)

go func() {
    http.ListenAndServe(":6060", mux)
}()

Add required import as well to the main.go file:

import _ "net/http/pprof"

The profiling data is exposed on port 6060 of the Flotta Operator pod, once built and deployed.

To view the profiling data, and visualize it nicely, use pyroscope.

To install pyroscope:

$ -> helm repo add pyroscope-io https://pyroscope-io.github.io/helm-chart
$ -> helm install pyroscope pyroscope-io/pyroscope -f https://raw.githubusercontent.com/pyroscope-io/pyroscope/main/examples/golang-pull/kubernetes/values.yaml
$ -> kubectl expose svc pyroscope

# for openshift, get the address for pyroscope service:
$ -> kubectl get route pyroscope kubectl get routes pyroscope --no-headers -o=custom-columns=HOST:.spec.host 

There is need to patch flotta’s resources to expose targets and mark pods for profiling:

$ -> kubectl patch deployment flotta-operator-controller-manager -n flotta -p '
  { "spec": {
      "template": {
        "spec":
          { "containers":
            [{"name": "manager",
              "ports": [
                  {
                      "containerPort": 6060,
                      "name": "pprof",
                      "protocol": "TCP"
                  }
              ]
            }]
          }
        }
      }
  }'

$ -> kubectl patch service flotta-operator-controller-manager -n flotta -p '
  { "spec": {
      "ports": [
          {
              "name": "pprof",
              "port": 6060,
              "protocol": "TCP",
              "targetPort": "pprof"
          }
      ]
  }
  }'

$ -> kubectl patch deployment -n flotta flotta-operator-controller-manager -p '
   {
     "spec": {
       "template":{
         "metadata":{
           "annotations":{
             "pyroscope.io/scrape": "true",
             "pyroscope.io/application-name": "flotta-operator",
             "pyroscope.io/profile-cpu-enabled": "true",
             "pyroscope.io/profile-mem-enabled": "true",
             "pyroscope.io/port": "6060"
           }
         }
       }
     }
  }'

Restart the Flotta Operator to apply the changes.