Simulate JVM Application Faults
JVMChaos introduction
JVMChaos can inject faults into JVM of the target container, which can be applied for any application that uses JVM as the runtime environment. Currently, JVMChaos uses chaosblade-exec-jvm to inject faults into the JVM. JVMChaos supports the following fault types:
- Specify return value
- Method Delay
- Throw custom exceptions
- Out of memory
- Fill JVM Code Cache
- CPU full load in Java
- Perform customized Groovy or Java script
Usage restrictions
Currently, Chaos Mesh uses MutatingAdmissionWebhook to modify the Pod definition and loads Java agent using Init Containers instead of loading java agent at runtime. Therefore, there are some restrictions when you use JVMChaos:
- The Webhook support needs to be enabled in Kubernetes.
- For Pods that exist before you configure MutatingAdmissionWebhook for the namespace, they will not be affected by JVMChaos.
- JVM in all containers under namespace will load Java agent at the startup stage, and JVMChaos will not unload Java agent after being deleted. If you hope to clean up the Java agent considering the impact that Java agent may have on program behaviors or performance, you can move the workload out of the namespace.
In addition, creating JVMChaos using Chaos Dashboard is not supported currently.
Create experiments using YAML files
The following example shows you the methods and effects of JVMChaos with a specified return value. The YAML files referred in the following steps can be found in examples/jvm. The default work directory for the following steps is in examples/jvm
. The default namespace installed by Chaos Mesh is chaos-testing
.
1. Create a namespace and configure MutatingAdmissionWebhook
Create the namespace for the application:
kubectl create ns app
Add the admission-webhook=enabled
label for the app
namespace, and allow the MutatingAdmissionWebhook of Chaos Mesh to modify Pods under the namespace.
kubectl label ns app admission-webhook=enabled
Prepare a template for modifications to be made by JVMChaos:
kubectl apply -f sidecar-template.yaml
kubectl apply -f sidecar.yaml
2. Create target applications
jvm-chaos-demo is a simple Spring Boot application and here serves as a target application. A target application is defined in example/jvm/app.yaml
as follows:
apiVersion: apps/v1
kind: Deployment
metadata:
name: springboot-jvmchaos-demo
namespace: app
spec:
replicas: 1
selector:
matchLabels:
app: springboot-jvmchaos-demo
template:
metadata:
annotations:
admission-webhook.chaos-mesh.org/request: jvmchaos-sidecar
creationTimestamp: null
labels:
app: springboot-jvmchaos-demo
spec:
containers:
- image: 'gallardot/chaosmesh-jvmchaos-sample:latest'
imagePullPolicy: IfNotPresent
name: springboot-jvmchaos-demo
In the above example, the annotation
with the value admission-webhook.chaos-mesh.org/request: jvmchaos-sidecar
corresponds to the name of ConfigMap
in sidecar.yaml
of step 1.
Build application deployment:
kubectl apply -f app.yaml
Execute kubectl -n app get pods
, and then you can find 1
Pod with a name like springboot-jvmchaos-demo-777d94c5b9-7t7l2
under the namespace app
. Wait for READY
changes to 1/1
and then execute the following commands:
kubectl -n app get pods
The result is as follows:
NAME READY STATUS RESTARTS AGE
springboot-jvmchaos-demo-777d94c5b9-7t7l2 1/1 Running 0 21s
3. Obseve application behaviors before injecting faults
You can observe the behavior of the jvm-chaos-demo
application before injecting faults, for example:
Map the port of Pod to local using kubectl port-forward
:
kubectl -n app port-forward pod/springboot-jvmchaos-demo-777d94c5b9-7t7l2 8080:8080
Use curl in another shell session or directly access to http://localhost:8080/hello
. Hello firend
is expected to be returned:
curl http://localhost:8080/hello
Hello friend
4. Inject JVMChaos and check
The JVMChaos with a specified return value is as follows:
apiVersion: chaos-mesh.org/v1alpha1
kind: JVMChaos
metadata:
name: jvm-return-example
namespace: app
spec:
action: return
target: jvm
flags:
value: 'hello chaos mesh!'
matchers:
classname: 'org.chaosmesh.jvm.Application'
methodname: 'hello'
mode: one
selector:
labelSelectors:
app: springboot-jvmchaos-demo
JVMChaos modifies the return value of hello
method to string hello chaos mesh!
.
Inject JVMChaos with a specified value:
kubectl apply -f ./jvm-return-example.yaml
Use curl or directly access to http://localhost:8080/hello, hello chaos mesh!
is expected to be returned:
curl http://localhost:8080/hello
hello chaos mesh!
Field description
Parameter | Type | Description | Default value | Required | Example |
---|---|---|---|---|---|
action | string | Indicates the specific fault type. The available fault types include return, script, cfl, oom, ccf, tce, tcf, cpf, tde, and tpf. | None | Yes | return |
mode | string | Indicates how to select Pod. The supported modes include one, all, fixed, fixed-percent, and random-max-percent. | None | Yes | one |
value | string | Provides parameters for the mode configuration, depending on mode . | None | No | 1 |
target | string | Indicates the parameter passed to chaosblade-exec-jvm , representing JVMChaos targets, supporting servlet, psql, jvm, jedis, http, dubbo, rocketmq, tars, mysql, ruid, redisson, rabbitmq, monodb. | None | Yes | jvm |
flags | map[string]string | Indicates parameters passed to chaosblade-exec-jvm and represents the flags of action. | None | No | |
matchers | map[string]string | Indicates parameters passed to chaosblade-execu-jvm and represents the matching of injection points. | None | No |
For the meaning of the value of action, refer to:
Name | Meaning |
---|---|
delay | Specifies method call delay |
return | Modifies the return value |
script | Writes groovy and Java implement scenarios |
cfl | Java CPU usage overload |
oom | Out of memory, supporting oom of heap, stack, and metaspaces |
ccf | JVM code cache fill |
tce | Throw custom exceptions |
cpf | Connection pool full |
tde | Throw the first exception of method declare |
tpf | Thread pool full |
For the details of action, refer to chaos blade document.
For the parameters passed to chaosblade-exec-jvm
, Chaos Mesh will merge all fields in flags
and matchers
as a request body and then send it to chaosblade-exec-jvm
. For details, refer to chaosblade-exec-jvm/Protocol.