mergefailure / popeye

🧭 A Kubernetes cluster resource sanitizer

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Popeye - A Kubernetes Cluster Sanitizer

Popeye is a utility that scans live Kubernetes cluster and reports potential issues with deployed resources and configurations. It sanitizes your cluster based on what's deployed and not what's sitting on disk. By scanning your cluster, it detects misconfigurations and ensure best practices are in place thus preventing potential future headaches. It aims at reducing the cognitive overload one faces when operating a Kubernetes cluster in the wild. Furthermore, if your cluster employs a metric-server, it reports potential resources over/under allocations and attempts to warn you should your cluster run out of capacity.

Popeye is a readonly tool, it does not alter any of your Kubernetes resources in any way!




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Installation

Popeye is available on Linux, OSX and Windows platforms.

  • Binaries for Linux, Windows and Mac are available as tarballs in the release page or via the SnapCraft link above.

  • For OSX/Unit using Homebrew/LinuxBrew

    brew install derailed/popeye/popeye
  • Building from source Popeye was built using go 1.12+. In order to build Popeye from source you must:

    1. Clone the repo

    2. Add the following command in your go.mod file

      replace (
        github.com/derailed/popeye => MY_POPEYE_CLONED_GIT_REPO
      )
      
    3. Build and run the executable

      go run main.go

    Quick recipe for the impatient:

    # Clone outside of GOPATH
    git clone https://github.com/derailed/popeye
    cd popeye
    # Build and install
    go install
    # Run
    popeye

Sanitizers

Popeye scans your cluster for best practices and potential issues. Currently, Popeye only looks at nodes, namespaces, pods and services. More will come soon! We are hoping Kubernetes friends will pitch'in to make Popeye even better.

The aim of the sanitizers is to pick up on misconfigurations ie things like ports mismatch, dead or unused resources, metrics utilization, probes, container images, RBAC rules, naked resources, etc...

Popeye is not another static analysis tool. It runs and inspect Kubernetes resources on live clusters and sanitize resources as they are in the wild!

Here is a list of sanitizers in place for the current release.

Resource Sanitizers Section
πŸ›€ Node no
Conditions ie not ready, out of mem/disk, network, pids, etc
Pod tolerations referencing node taints
CPU/MEM utilization metrics, trips if over limits (default 80% CPU/MEM)
πŸ›€ Namespace ns
Inactive
Dead namespaces
πŸ›€ Pod po
Pod status
Containers statuses
ServiceAccount presence
CPU/MEM on containers over a set CPU/MEM limit (default 80% CPU/MEM)
Container image with no tags
Container image using latest tag
Resources request/limits presence
Probes liveness/readiness presence
Named ports and their references
πŸ›€ Service svc
Endpoints presence
Matching pods labels
Named ports and their references
πŸ›€ ServiceAccount sa
Unused, detects potentially unused SAs
πŸ›€ Secrets sec
Unused, detects potentially unused secrets or associated keys
πŸ›€ ConfigMap cm
Unused, detects potentially unused cm or associated keys
πŸ›€ Deployment dp
Unused, pod template validation, resource utilization
πŸ›€ StatefulSet sts
Unsed, pod template validation, resource utilization
πŸ›€ PersistentVolume pv
Unused, check volume bound or volume error
πŸ›€ PersistentVolumeClaim pvc
Unused, check bounded or volume mount error
πŸ›€ HorizontalPodAutoscaler hpa
Unused, Utilization, Max burst checks
πŸ›€ PodDisruptionBudget hpa
Unused, Check minAvailable configuration pdb

The Command Line

You can use Popeye standalone or using a spinach yaml config to tune the sanitizer. Details about the Popeye configuration file are below.

# Dump version info
popeye version
# Popeye a cluster using your current kubeconfig environment.
popeye
# Popeye uses a spinach config file of course! aka spinachyaml!
popeye -f spinach.yml
# Popeye a cluster using a kubeconfig context.
popeye --context olive
# Stuck?
popeye help

Popeye In Cluster...

Alternatively, Popeye can be run directly on your Kubernetes clusters as a single shot or cronjob.

Here is a sample setup, please modify per your needs/wants. The manifests for this are in the k8s directory in this repo.

kubectl apply -f k8s/popeye/ns.yml && kubectl apply -f k8s/popeye
---
apiVersion: batch/v1
kind: CronJob
metadata:
  name:      popeye
  namespace: popeye
spec:
  schedule: "* */1 * * *" # Fireoff Popeye once an hour
  concurrencyPolicy: Forbid
  jobTemplate:
    spec:
      template:
        spec:
          serviceAccountName: popeye
          restartPolicy: Never
          containers:
            - name: popeye
              image: quay.io/derailed/popeye:v0.3.6
              imagePullPolicy: IfNotPresent
              args:
                - -o
                - yaml
              resources:
                limits:
                  cpu:    500m
                  memory: 100Mi

Popeye got your RBAC!

In order for Popeye to do his work, the signed-in user must have enough RBAC oomph to get/list the resources mentioned above.

Sample Popeye RBAC Rules (Subject to change!!)

---
# Popeye ServiceAccount.
apiVersion: v1
kind:       ServiceAccount
metadata:
  name:      popeye
  namespace: popeye

# Popeye needs get/list access on the following Kubernetes resources.
apiVersion: rbac.authorization.k8s.io/v1
kind:       ClusterRole
metadata:
  name: popeye
rules:
- apiGroups: [""]
  resources:
   - configmaps
   - deployments
   - endpoints
   - horizontalpodautoscalers
   - namespaces
   - nodes
   - persistentvolumes
   - persistentvolumeclaims
   - pods
   - secrets
   - serviceaccounts
   - services
   - statefulsets
  verbs:     ["get", "list"]
- apiGroups: ["rbac.authorization.k8s.io"]
  resources:
  - clusterroles
  - clusterrolebindings
  - roles
  - rolebindings
  verbs:     ["get", "list"]
- apiGroups: ["metrics.k8s.io"]
  resources:
  - pods
  - nodes
  verbs:     ["get", "list"]

---
# Binds Popeye to this ClusterRole.
apiVersion: rbac.authorization.k8s.io/v1
kind:       ClusterRoleBinding
metadata:
  name: popeye
subjects:
- kind:     ServiceAccount
  name:     popeye
  namespace: popeye
roleRef:
  kind:     ClusterRole
  name:     popeye
  apiGroup: rbac.authorization.k8s.io

Screenshots

Cluster D Score

Cluster A Score

The SpinachYAML Configuration

NOTE: This file will change as Popeye matures!

As of this release the spinach.yml format has changed slightly. There is now a new excludes section that allows one to exclude any Kubernetes resources from the sanitizer run. A resource is identified by a resource kind and a fully qualified resource name ie namespace/resource_name. For example a pod named fred-1234 in namespace blee FQN will be blee/fred-1234. This provides for differentiating fred/p1 and blee/p1. For cluster wide resources, FQN=name. Exclude rules can have either a straight string match or a regular expression. In the later case the regular expression must be indicated using the rx: prefix.

NOTE! Please thread carefully here with your regex as more resources than expected may get excluded from the report via a loose regex rule. When your cluster resources change, this could lead to rendering sanitization sub-optimal. Once in a while it might be a good idea to run Popeye Config less to make sure you are trapping any new issues with your clusters...

Here is an example spinach file as it stands in this release:

# A Popeye sample configuration file
popeye:
  # Checks resources against reported metrics usage.
  # If over/under these thresholds a sanitization warning will be issued.
  # Your cluster must run a metrics-server for these to take place!
  allocations:
    cpu:
      underPercUtilization: 200 # Checks if cpu is under allocated by more than 200% at current load.
      overPercUtilization: 50   # Checks if cpu is over allocated by more than 50% at current load.
    memory:
      underPercUtilization: 200 # Checks if mem is under allocated by more than 200% at current load.
      overPercUtilization: 50   # Checks if mem is over allocated by more than 50% usage at current load.

  # Excludes section provides for excluding certain resources scanned by Poppeye.
  excludes:
    # Exclude any configmaps within namespace fred that ends with a version#
    configmap:
      - rx:fred*\.v\d+
    # Exclude kube-system + any namespace the start with either kube or istio
    namespace:
      - kube-public
      - rx:kube
      - rx:istio
    # Exclude node named n1 from the scan.
    node:
      - n1
    # Exclude any pods that start with nginx or contains -telemetry
    pod:
      - rx:nginx
      - rx:.*-telemetry
    # Exclude any service containing -dash in their name.
    service:
      - rx:*-dash

  # Configure node resources.
  node:
    # Limits set a cpu/mem threshold in % ie if cpu|mem > limit a lint warning is triggered.
    limits:
      # CPU checks if current CPU utilization on a node is greater than 90%.
      cpu:    90
      # Memory checks if current Memory utilization on a node is greater than 80%.
      memory: 80

  # Configure pod resources
  pod:
    # Restarts check the restarts count and triggers a lint warning if above threshold.
    restarts:
      3
    # Check container resource utilization in percent.
    # Issues a lint warning if about these threshold.
    limits:
      cpu:    80
      memory: 75

Report Morphology

The sanitizer report outputs each resource group scanned and their potential issues. The report is color/emoji coded in term of Sanitizer severity levels:

Level Icon Jurassic Color Description
Ok βœ… OK Green Happy!
Info πŸ”Š I BlueGreen FYI
Warn 😱 W Yellow Potential Issue
Error πŸ’₯ E Red Action required

The heading section for each Kubenertes resource scanned, provides an issue rollup summary count for each of the categories above.

The Summary section provides a Popeye Score based on the sanitization pass on the given cluster.

Known Issues

This initial drop is brittle. Popeye will most likely blow up...

  • You're running older versions of Kubernetes. Popeye works best Kubernetes 1.13+.
  • You don't have enough RBAC fu to manage your cluster (see RBAC section)

Disclaimer

This is work in progress! If there is enough interest in the Kubernetes community, we will enhance per your recommendations/contributions. Also if you dig this effort, please let us know that too!

ATTA Girls/Boys!

Popeye sits on top of many of opensource projects and libraries. Our sincere appreciations to all the OSS contributors that work nights and weekends to make this project a reality!

Contact Info

  1. Email: fernand@imhotep.io
  2. Twitter: @kitesurfer

 Β© 2019 Imhotep Software LLC. All materials licensed under Apache v2.0

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🧭 A Kubernetes cluster resource sanitizer

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