224 lines
7.0 KiB
Markdown
224 lines
7.0 KiB
Markdown
---
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id: node-memory-hog
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title: Node Memory Hog Experiment Details
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sidebar_label: Node Memory Hog
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original_id: node-memory-hog
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---
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---
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## Experiment Metadata
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<table>
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<tr>
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<th> Type </th>
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<th> Description </th>
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<th> Tested K8s Platform </th>
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</tr>
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<tr>
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<td> Generic </td>
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<td> Exhaust Memory resources on the Kubernetes Node </td>
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<td> GKE, EKS </td>
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</tr>
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</table>
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## Prerequisites
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- Ensure that the Litmus Chaos Operator is running by executing `kubectl get pods` in operator namespace (typically, `litmus`). If not, install from [here](https://docs.litmuschaos.io/docs/getstarted/#install-litmus)
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- Ensure that the `node-memory-hog` experiment resource is available in the cluster by executing `kubectl get chaosexperiments` in the desired namespace. If not, install from [here](https://hub.litmuschaos.io/api/chaos/1.4.1?file=charts/generic/node-memory-hog/experiment.yaml)
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- There should be administrative access to the platform on which the Kubernetes cluster is hosted, as the recovery of the affected node could be manual. For example, gcloud access to the GKE project
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## Entry Criteria
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- Application pods are healthy on the respective Nodes before chaos injection
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## Exit Criteria
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- Application pods may or may not be healthy post chaos injection
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## Details
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- This experiment causes Memory resource exhaustion on the Kubernetes node. The experiment aims to verify resiliency of applications whose replicas may be evicted on account on nodes turning unschedulable (Not Ready) due to lack of Memory resources.
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- The Memory chaos is injected using a job running the linux stress-ng tool (a workload generator). The chaos is effected for a period equalling the TOTAL_CHAOS_DURATION and upto MEMORY_PERCENTAGE(out of 100).
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- Application implies services. Can be reframed as:
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Tests application resiliency upon replica evictions caused due to lack of Memory resources
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## Integrations
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- Node Memory Hog can be effected using the chaos library: `litmus`
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- The desired chaos library can be selected by setting `litmus` as value for the env variable `LIB`
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## Steps to Execute the Chaos Experiment
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- This Chaos Experiment can be triggered by creating a ChaosEngine resource on the cluster. To understand the values to provide in a ChaosEngine specification, refer [Getting Started](getstarted.md/#prepare-chaosengine)
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- Follow the steps in the sections below to create the chaosServiceAccount, prepare the ChaosEngine & execute the experiment.
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### Prepare chaosServiceAccount
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- Use this sample RBAC manifest to create a chaosServiceAccount in the desired (app) namespace. This example consists of the minimum necessary role permissions to execute the experiment.
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#### Sample Rbac Manifest
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[embedmd]: # "https://raw.githubusercontent.com/litmuschaos/chaos-charts/master/charts/generic/node-memory-hog/rbac.yaml yaml"
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```yaml
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---
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apiVersion: v1
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kind: ServiceAccount
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metadata:
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name: node-memory-hog-sa
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namespace: default
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labels:
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name: node-memory-hog-sa
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---
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apiVersion: rbac.authorization.k8s.io/v1beta1
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kind: ClusterRole
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metadata:
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name: node-memory-hog-sa
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labels:
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name: node-memory-hog-sa
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rules:
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- apiGroups: ["", "litmuschaos.io", "batch", "apps"]
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resources:
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[
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"pods",
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"jobs",
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"pods/log",
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"events",
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"chaosengines",
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"chaosexperiments",
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"chaosresults",
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]
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verbs: ["create", "list", "get", "patch", "update", "delete"]
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- apiGroups: [""]
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resources: ["nodes"]
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verbs: ["get", "list"]
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---
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apiVersion: rbac.authorization.k8s.io/v1beta1
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kind: ClusterRoleBinding
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metadata:
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name: node-memory-hog-sa
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labels:
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name: node-memory-hog-sa
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roleRef:
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apiGroup: rbac.authorization.k8s.io
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kind: ClusterRole
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name: node-memory-hog-sa
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subjects:
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- kind: ServiceAccount
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name: node-memory-hog-sa
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namespace: default
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```
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### Prepare ChaosEngine
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- Provide the application info in `spec.appinfo`
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- Provide the auxiliary applications info (ns & labels) in `spec.auxiliaryAppInfo`
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- Override the experiment tunables if desired in `experiments.spec.components.env`
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- To understand the values to provided in a ChaosEngine specification, refer [ChaosEngine Concepts](chaosengine-concepts.md)
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#### Supported Experiment Tunables
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<table>
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<tr>
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<th> Variables </th>
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<th> Description </th>
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<th> Specify In ChaosEngine </th>
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<th> Notes </th>
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</tr>
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<tr>
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<td> TOTAL_CHAOS_DURATION </td>
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<td> The time duration for chaos insertion (seconds) </td>
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<td> Optional </td>
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<td> Defaults to 120 </td>
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</tr>
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<tr>
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<td> LIB </td>
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<td> The chaos lib used to inject the chaos </td>
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<td> Optional </td>
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<td> Defaults to `litmus` </td>
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</tr>
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<tr>
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<td> MEMORY_PERCENTAGE </td>
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<td> The size as percent of total available memory </td>
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<td> Optional </td>
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<td> Defaults to 90 </td>
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</tr>
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<tr>
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<td> RAMP_TIME </td>
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<td> Period to wait before and after injection of chaos in sec </td>
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<td> Optional </td>
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<td> </td>
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</tr>
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<tr>
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<td> INSTANCE_ID </td>
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<td> A user-defined string that holds metadata/info about current run/instance of chaos. Ex: 04-05-2020-9-00. This string is appended as suffix in the chaosresult CR name.</td>
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<td> Optional </td>
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<td> Ensure that the overall length of the chaosresult CR is still < 64 characters </td>
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</tr>
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</table>
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#### Sample ChaosEngine Manifest
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[embedmd]: # "https://raw.githubusercontent.com/litmuschaos/chaos-charts/master/charts/generic/node-memory-hog/engine.yaml yaml"
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```yaml
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apiVersion: litmuschaos.io/v1alpha1
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kind: ChaosEngine
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metadata:
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name: nginx-chaos
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namespace: default
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spec:
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# It can be true/false
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annotationCheck: "false"
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# It can be active/stop
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engineState: "active"
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#ex. values: ns1:name=percona,ns2:run=nginx
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auxiliaryAppInfo: ""
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appinfo:
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appns: "default"
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applabel: "app=nginx"
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appkind: "deployment"
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chaosServiceAccount: node-memory-hog-sa
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monitoring: false
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# It can be delete/retain
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jobCleanUpPolicy: "delete"
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experiments:
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- name: node-memory-hog
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spec:
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components:
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env:
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# set chaos duration (in sec) as desired
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- name: TOTAL_CHAOS_DURATION
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value: "120"
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## specify the size as percent of total available memory (in percentage %)
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## default value 90%
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- name: MEMORY_PERCENTAGE
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value: "90"
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```
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### Create the ChaosEngine Resource
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- Create the ChaosEngine manifest prepared in the previous step to trigger the Chaos.
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`kubectl apply -f chaosengine.yml`
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### Watch Chaos progress
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- Setting up a watch of the Memory consumed by nodes in the Kubernetes Cluster
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`watch kubectl top nodes`
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### Check Chaos Experiment Result
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- Check whether the application is resilient to the memory hog, once the experiment (job) is completed. The ChaosResult resource name is derived like this: `<ChaosEngine-Name>-<ChaosExperiment-Name>`.
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`kubectl describe chaosresult nginx-chaos-node-memory-hog -n <application-namespace>`
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## Node Memory Hog Demo [TODO]
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- A sample recording of this experiment execution is provided here.
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