Companion code for "Deploying Spring Boot 4 on Kubernetes: Probes, Graceful Shutdown, Limits and JVM Ergonomics". A dependency outage under three probe-group setups, a rolling restart under load four ways (three runs each), the JVM's ergonomic choices for nine pod shapes, one GC-heavy load under five CPU limits with throttling counters, and an HPA driven by a Micrometer gauge through prometheus-adapter. Measured on k3s v1.36.4. Co-Authored-By: Claude Opus 5 <[email protected]> Claude-Session: https://claude.ai/code/session_01C3TETMrqVUWeFkNtz3Jbo3
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2. Probes: which checks belong in which probe
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Spring Boot exposes two health groups for Kubernetes, /actuator/health/liveness and
/actuator/health/readiness. They are added automatically when Boot detects Kubernetes (the
*_SERVICE_HOST / *_SERVICE_PORT variables), and explicitly here with
management.endpoint.health.probes.enabled=true so they also exist on a laptop. By default each
contains exactly one thing - the application's LivenessState and ReadinessState - and nothing
else, not the database, not diskSpace, not your own indicators.
The three probes answer different questions, and the kubelet does something different on failure:
| Probe | Question | On failure |
|---|---|---|
| startup | has it finished starting? | kill after failureThreshold × periodSeconds; liveness/readiness wait until it passes |
| liveness | is this process broken beyond repair? | kill and restart the container |
| readiness | should it get traffic right now? | remove from the Service; no restart |
One dependency outage, three configurations
DownstreamHealthIndicator
calls a downstream service. demo-probes.sh scales the downstream to
zero for 60 s and watches the two orders pods, the ready endpoints, and whether GET /work - an
endpoint that does not use the downstream at all - still works through the Service.
In the liveness group (probes-liveness-includes-downstream.txt):
t= 17s 42sgx ready=true restarts=0 running | x8bjd ready=true restarts=0 running | serving endpoints=2 GET /work via Service: ok
t= 23s 42sgx ready=false restarts=1 running | x8bjd ready=false restarts=1 running | serving endpoints=0 GET /work via Service: FAIL
-------- downstream restored --------
t= 69s 42sgx ready=true restarts=1 running | x8bjd ready=true restarts=1 running | serving endpoints=2 GET /work via Service: ok
Both replicas were killed and restarted together - three failed liveness probes, 15 s - and the
restarted containers could not pass their startup probe (it checks the same group) until the
downstream came back. A dependency outage became a full outage of a service that did not need the
dependency, and the JVMs lost their warm caches and JIT state on top. Had the outage outlasted the
startup probe's 120 s budget, the pods would have been restarted again, into CrashLoopBackOff.
In the readiness group (probes-readiness-includes-downstream.txt):
t= 6s 8mf9m ready=false restarts=0 running | btcl4 ready=false restarts=0 running | serving endpoints=0 GET /work via Service: FAIL
-------- downstream restored --------
t= 69s 8mf9m ready=true restarts=0 running | btcl4 ready=true restarts=0 running | serving endpoints=2 GET /work via Service: ok
No restarts, and recovery within seconds of the downstream returning. But still zero serving endpoints within 6 s - every replica checks the same shared dependency, so every replica leaves the Service at once. Clients get connection refused instead of a meaningful error, including for the requests that never needed the downstream.
In neither group - Spring Boot's default (probes-default-groups.txt):
t= 23s 7ltj7 ready=true restarts=0 running | cpnkk ready=true restarts=0 running | serving endpoints=2 GET /work via Service: ok
The pods stay in service. The requests that need the downstream fail - with whatever error your code returns, which can be a precise 503 - and the rest keep working.
The rule this gives
- Liveness: only things a restart would fix. Boot's default
livenessStateis usually exactly right. A shared dependency in liveness restarts every replica at once. - Readiness: only things specific to this instance - warming a local cache, a full local queue. A shared dependency in readiness takes every replica out at once.
- Shared dependencies belong in the request path: timeouts, a circuit breaker, a fast 503.
Keep them in
/actuator/healthfor dashboards - just not in a probe group.
Slow starts: the startup probe
demo-startup.sh makes the context take ~45 s to refresh
(DEMO_STARTUP_DELAY=40s, a sleep in a @PostConstruct) and rolls it out to one replica, first
without a startup probe (startup-probe.txt):
t= 44s [gqllk ready=false restarts=0] [7ltj7 ready=true restarts=0]
t= 50s [gqllk ready=false restarts=1] [7ltj7 ready=true restarts=0]
t= 88s [gqllk ready=false restarts=2] [7ltj7 ready=true restarts=0]
t=118s [gqllk ready=false restarts=2] [7ltj7 ready=true restarts=0]
Liveness (every 5 s, three failures) starts failing the moment the container starts, because
Tomcat is not listening yet (connect: connection refused in the events). The new pod is killed
before it can ever finish starting, over and over. The first kill only shows as a restart at
t=50 s because the kill runs the 5 s preStop sleep and then waits for the JVM to exit.
The old pod 7ltj7 keeps serving throughout: with maxUnavailable: 0 the rollout simply stalls
until progressDeadlineSeconds (600 s) marks it failed. With more replicas and a
maxUnavailable above zero, the same change takes capacity away with every attempt.
The same rollout with a startup probe:
t= 45s [7ltj7 ready=true restarts=0] [jthjg ready=false restarts=0]
t= 51s [jthjg ready=true restarts=0]
Ready at ~51 s, no restarts, and liveness only begins once the startup probe has passed. Size the
startup budget (failureThreshold × periodSeconds, 120 s here) for your slowest start - a cold
node, a slow config server - and keep liveness tight.