The Deepfactor instrumentation webhook monitors for restarts of instrumented pods. If a certain pod restarts multiple times, the webhook does not instrument the pod to avoid potential restart loops. The pod may restart due to hitting resource limits (possibly due to overhead added by Deepfactor), probe failures, incompatibility with Deepfactor instrumentation library, or an actual application pod bug.
This feature can be disabled via the Cluster or Namespace configuration Advanced Option: “Enable staged instrumentation”.
The Deepfactor instrumentation stages are as follows:
When instrumentation stages are enabled, a pod will start with Deepfactor in the Nominal (telemetry) state up to three times. On the third pod restart, the pod will run with Deepfactor in the Debug (telemetry and logging) state up to three times. On the sixth pod restart, the pod will run with Deepfactor in the Disabled (no telemetry or logging) state indefinitely until the pod is deleted.
Nominal Stage: The container is configured for every dynamically linked and supported libc process to be instrumented with Deepfactor runtime. See Deepfactor support matrix.
Debug Stage: Nominal with Deepfactor debug logging enabled. This may provide timing information that may assist in the diagnosis of whether a restart occurred due to a resource limit, probe, or Deepfactor support issue. This stage is skipped when the configuration Advanced Option: “Enable logging” is set, since this parameter effectively configures the Nominal stage to be Debug.
Disabled Stage: The container is configured for any dynamically linked process to not run with Deepfactor.
 – Every container start in an individual pod, or pod replica, is observed and Deepfactor will determine whether the current container instance should observe in a Deepfactor Nominal, Debug, or Disabled state.
Staged Instrumentation Limitations #
The Deepfactor Staged Instrumentation implementation depends on the writable ephemeral directory /tmp for a state lock file. The lock file is expected to be cleared on container restart. Most containers in Kubernetes are configured with a default /tmp directory that is writable and not a special emptyDir/etc. volume. Staged Instrumentation, when enabled, will behave with the following limitations depending on the type and usage of the /tmp directory.
a) The /tmp directory is writable, and not a special emptyDir/etc. volume.
– No limitations
b) The /tmp directory is writable, and not a special emptyDir/etc. volume, but the
/tmp/df-instr-state.lock file is removed by a process inside a container and the next process that starts clears the environment key pair DF_INSTR_STATE_LOCK.
– If the next process that starts does not clear it’s environment, then the process will recover the lock and there is no limitation. However, if all conditions are met, all subsequent processes in the container immediately transition to the next incremental Nominal, Debug, or Disabled state as if the container had restarted.
c) The /tmp directory is writable and a special emptyDir/etc. volume. The /tmp volume is not cleared on container restart.
– All instrumentation will remain in the Nominal stage indefinitely, regardless of container restarts. The effect is the same as if Staged Instrumentation is not enabled.
d) The /tmp directory does not exist or is read-only.
– All processes will be in the Disabled stage indefinitely.