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NeonVM : API de virtualisation légère basée sur QEMU pour Kubernetes …

Karim
15 min readDec 7, 2022

--

Focus sur la start-up Neon composée de contributeurs de la célèbre base de données Open Source PostgreSQL et dont la mission est de créer un service de base de données natif au cloud pour chaque développeur : du PostgreSQL multi-cloud entièrement géré. Le PDG de Neon est notamment Nikita Shamgunov, cofondateur de MemSQL / SingleStore …

Neon - Serverless, Fault-Tolerant, Branchable Postgres

We designed our storage from the ground up as a fault tolerant scale-out system built for the cloud. It integrates with…

neon.tech

Architecture decisions in Neon - Neon

The idea behind Neon is to create a new serverless Postgres service with a modern cloud-native architecture. When…

neon.tech

C’est un projet Open Source de plus comme ceux que j’avais décrit dans les précédents articles comme KubeFire :

KubeFire : Créer et gèrer des clusters Kubernetes en utilisant des microVMs avec Firecracker …

David Ko, Senior Engineering Manager chez SUSE propose dans son dépôt sur GitHub un projet intéressant nommé KubeFire…

deep75.medium.com

ou celui qui s’y rapproche le plus avec Virtink basé sur Cloud Hypervisor :

Virtink : un module complémentaire de virtualisation légère pour Kubernetes …

SmartX Inc. (“SmartX”), une start-up chinoise basée à Pékin, développe une plateforme d’infrastructure hyperconvergée…

deep75.medium.com

Sur leur dépôt GitHub, ils proposent un projet de virtualisation lègère sur Kubernetes avec “NeonVM”, API de virtualisation basée sur QEMU et contrôleur pour Kubernetes.

Ce projet vise à suivre le modèle de l’opérateur Kubernetes. Il utilise des contrôleurs qui fournissent une fonction de réconciliation responsable de la synchronisation des ressources jusqu’à ce que l’état souhaité soit atteint sur le cluster Kubernetes.

Application avec une instance Ubuntu 22.04 LTS dans DigitalOcean pour ce test et qui autorise comme on le sait la virtualisation imbriquée :

Installation de k0s pour former un cluster Kubernetes local à un seul noeud pour les besoins de ce test :

Quick Start Guide - Documentation

On completion of the Quick Start you will have a full Kubernetes cluster with a single node that includes both the…

docs.k0sproject.io

root@neonvm:~# curl -sSLf https://get.k0s.sh | sudo sh
Downloading k0s from URL: https://github.com/k0sproject/k0s/releases/download/v1.25.4+k0s.0/k0s-v1.25.4+k0s.0-amd64
k0s is now executable in /usr/local/bin

root@neonvm:~# k0s install controller --single

root@neonvm:~# k0s start

root@neonvm:~# k0s status
Version: v1.25.4+k0s.0
Process ID: 2219
Role: controller
Workloads: true
SingleNode: true
Kube-api probing successful: true
Kube-api probing last error:  

root@neonvm:~# snap install kubectl --classic
kubectl 1.25.4 from Canonical✓ installed
root@neonvm:~# mkdir .kube && k0s kubeconfig admin > ~/.kube/config

root@neonvm:~# kubectl cluster-info
Kubernetes control plane is running at https://134.122.54.87:6443
CoreDNS is running at https://134.122.54.87:6443/api/v1/namespaces/kube-system/services/kube-dns:dns/proxy

To further debug and diagnose cluster problems, use 'kubectl cluster-info dump'.

root@neonvm:~# kubectl get po,svc -A
NAMESPACE     NAME                                  READY   STATUS    RESTARTS   AGE
kube-system   pod/kube-proxy-rqz5z                  1/1     Running   0          2m20s
kube-system   pod/kube-router-9wkc9                 1/1     Running   0          2m20s
kube-system   pod/coredns-5d5b5b96f9-n8mrv          1/1     Running   0          2m25s
kube-system   pod/metrics-server-69d9d66ff8-7wb4b   1/1     Running   0          2m25s

NAMESPACE     NAME                     TYPE        CLUSTER-IP       EXTERNAL-IP   PORT(S)                  AGE
default       service/kubernetes       ClusterIP   10.96.0.1        <none>        443/TCP                  2m45s
kube-system   service/kube-dns         ClusterIP   10.96.0.10       <none>        53/UDP,53/TCP,9153/TCP   2m33s
kube-system   service/metrics-server   ClusterIP   10.102.167.196   <none>        443/TCP                  2m28s

J’installe très rapidement NeonVM avec cert-manager dans un premier temps :

root@neonvm:~# kubectl apply -f https://github.com/cert-manager/cert-manager/releases/latest/download/cert-manager.yaml

namespace/cert-manager created
customresourcedefinition.apiextensions.k8s.io/clusterissuers.cert-manager.io created
customresourcedefinition.apiextensions.k8s.io/challenges.acme.cert-manager.io created
customresourcedefinition.apiextensions.k8s.io/certificaterequests.cert-manager.io created
customresourcedefinition.apiextensions.k8s.io/issuers.cert-manager.io created
customresourcedefinition.apiextensions.k8s.io/certificates.cert-manager.io created
customresourcedefinition.apiextensions.k8s.io/orders.acme.cert-manager.io created
serviceaccount/cert-manager-cainjector created
serviceaccount/cert-manager created
serviceaccount/cert-manager-webhook created
configmap/cert-manager-webhook created
clusterrole.rbac.authorization.k8s.io/cert-manager-cainjector created
clusterrole.rbac.authorization.k8s.io/cert-manager-controller-issuers created
clusterrole.rbac.authorization.k8s.io/cert-manager-controller-clusterissuers created
clusterrole.rbac.authorization.k8s.io/cert-manager-controller-certificates created
clusterrole.rbac.authorization.k8s.io/cert-manager-controller-orders created
clusterrole.rbac.authorization.k8s.io/cert-manager-controller-challenges created
clusterrole.rbac.authorization.k8s.io/cert-manager-controller-ingress-shim created
clusterrole.rbac.authorization.k8s.io/cert-manager-view created
clusterrole.rbac.authorization.k8s.io/cert-manager-edit created
clusterrole.rbac.authorization.k8s.io/cert-manager-controller-approve:cert-manager-io created
clusterrole.rbac.authorization.k8s.io/cert-manager-controller-certificatesigningrequests created
clusterrole.rbac.authorization.k8s.io/cert-manager-webhook:subjectaccessreviews created
clusterrolebinding.rbac.authorization.k8s.io/cert-manager-cainjector created
clusterrolebinding.rbac.authorization.k8s.io/cert-manager-controller-issuers created
clusterrolebinding.rbac.authorization.k8s.io/cert-manager-controller-clusterissuers created
clusterrolebinding.rbac.authorization.k8s.io/cert-manager-controller-certificates created
clusterrolebinding.rbac.authorization.k8s.io/cert-manager-controller-orders created
clusterrolebinding.rbac.authorization.k8s.io/cert-manager-controller-challenges created
clusterrolebinding.rbac.authorization.k8s.io/cert-manager-controller-ingress-shim created
clusterrolebinding.rbac.authorization.k8s.io/cert-manager-controller-approve:cert-manager-io created
clusterrolebinding.rbac.authorization.k8s.io/cert-manager-controller-certificatesigningrequests created
clusterrolebinding.rbac.authorization.k8s.io/cert-manager-webhook:subjectaccessreviews created
role.rbac.authorization.k8s.io/cert-manager-cainjector:leaderelection created
role.rbac.authorization.k8s.io/cert-manager:leaderelection created
role.rbac.authorization.k8s.io/cert-manager-webhook:dynamic-serving created
rolebinding.rbac.authorization.k8s.io/cert-manager-cainjector:leaderelection created
rolebinding.rbac.authorization.k8s.io/cert-manager:leaderelection created
rolebinding.rbac.authorization.k8s.io/cert-manager-webhook:dynamic-serving created
service/cert-manager created
service/cert-manager-webhook created
deployment.apps/cert-manager-cainjector created
deployment.apps/cert-manager created
deployment.apps/cert-manager-webhook created
mutatingwebhookconfiguration.admissionregistration.k8s.io/cert-manager-webhook created
validatingwebhookconfiguration.admissionregistration.k8s.io/cert-manager-webhook created
root@neonvm:~# kubectl get po,svc -A

NAMESPACE      NAME                                          READY   STATUS    RESTARTS   AGE
kube-system    pod/kube-proxy-rqz5z                          1/1     Running   0          5m5s
kube-system    pod/kube-router-9wkc9                         1/1     Running   0          5m5s
kube-system    pod/coredns-5d5b5b96f9-n8mrv                  1/1     Running   0          5m10s
kube-system    pod/metrics-server-69d9d66ff8-7wb4b           1/1     Running   0          5m10s
cert-manager   pod/cert-manager-74d949c895-zfmcf             1/1     Running   0          92s
cert-manager   pod/cert-manager-cainjector-d9bc5979d-xsbq9   1/1     Running   0          92s
cert-manager   pod/cert-manager-webhook-84b7ddd796-ltc69     1/1     Running   0          92s

NAMESPACE      NAME                           TYPE        CLUSTER-IP       EXTERNAL-IP   PORT(S)                  AGE
default        service/kubernetes             ClusterIP   10.96.0.1        <none>        443/TCP                  5m30s
kube-system    service/kube-dns               ClusterIP   10.96.0.10       <none>        53/UDP,53/TCP,9153/TCP   5m18s
kube-system    service/metrics-server         ClusterIP   10.102.167.196   <none>        443/TCP                  5m13s
cert-manager   service/cert-manager           ClusterIP   10.101.64.172    <none>        9402/TCP                 92s
cert-manager   service/cert-manager-webhook   ClusterIP   10.107.99.137    <none>        443/TCP                  92s

suivi de NeonVM lui même avec ce manifest YAML :

root@neonvm:~# kubectl apply -f https://github.com/neondatabase/neonvm/releases/latest/download/neonvm.yaml

namespace/neonvm-system created
customresourcedefinition.apiextensions.k8s.io/virtualmachines.vm.neon.tech created
serviceaccount/neonvm-controller created
role.rbac.authorization.k8s.io/neonvm-leader-election-role created
clusterrole.rbac.authorization.k8s.io/neonvm-manager-role created
clusterrole.rbac.authorization.k8s.io/neonvm-metrics-reader created
clusterrole.rbac.authorization.k8s.io/neonvm-proxy-role created
rolebinding.rbac.authorization.k8s.io/neonvm-leader-election-rolebinding created
clusterrolebinding.rbac.authorization.k8s.io/neonvm-manager-rolebinding created
clusterrolebinding.rbac.authorization.k8s.io/neonvm-proxy-rolebinding created
service/neonvm-controller-metrics-service created
service/neonvm-webhook-service created
deployment.apps/neonvm-controller created
certificate.cert-manager.io/neonvm-serving-cert created
issuer.cert-manager.io/neonvm-selfsigned-issuer created
mutatingwebhookconfiguration.admissionregistration.k8s.io/neonvm-mutating-webhook-configuration created
validatingwebhookconfiguration.admissionregistration.k8s.io/neonvm-validating-webhook-configuration created

Et le contrôleur NeonVM est actif localement :

root@neonvm:~# kubectl get po,svc -A

NAMESPACE       NAME                                          READY   STATUS    RESTARTS   AGE
kube-system     pod/kube-proxy-rqz5z                          1/1     Running   0          17m
kube-system     pod/kube-router-9wkc9                         1/1     Running   0          17m
kube-system     pod/coredns-5d5b5b96f9-n8mrv                  1/1     Running   0          17m
kube-system     pod/metrics-server-69d9d66ff8-7wb4b           1/1     Running   0          17m
cert-manager    pod/cert-manager-74d949c895-zfmcf             1/1     Running   0          13m
cert-manager    pod/cert-manager-cainjector-d9bc5979d-xsbq9   1/1     Running   0          13m
cert-manager    pod/cert-manager-webhook-84b7ddd796-ltc69     1/1     Running   0          13m
neonvm-system   pod/neonvm-controller-764d8c5f6c-5hxnt        2/2     Running   0          11m

NAMESPACE       NAME                                        TYPE        CLUSTER-IP       EXTERNAL-IP   PORT(S)                  AGE
default         service/kubernetes                          ClusterIP   10.96.0.1        <none>        443/TCP                  17m
kube-system     service/kube-dns                            ClusterIP   10.96.0.10       <none>        53/UDP,53/TCP,9153/TCP   17m
kube-system     service/metrics-server                      ClusterIP   10.102.167.196   <none>        443/TCP                  17m
cert-manager    service/cert-manager                        ClusterIP   10.101.64.172    <none>        9402/TCP                 13m
cert-manager    service/cert-manager-webhook                ClusterIP   10.107.99.137    <none>        443/TCP                  13m
neonvm-system   service/neonvm-controller-metrics-service   ClusterIP   10.99.181.63     <none>        8443/TCP                 11m
neonvm-system   service/neonvm-webhook-service              ClusterIP   10.96.127.186    <none>        443/TCP                  11m

La construction d’une machine virtuelle se fait ici avec un composant nommé vm-builder :

vm-builder -src alpine:3.16 -dst neondatabase/vm-alpine:3.16
docker push -q neondatabase/vm-alpine:3.16

vm-builder -src ubuntu:22.04 -dst neondatabase/vm-ubuntu:22.04
docker push -q neondatabase/vm-ubuntu:22.04

Il est récupérable directement sous la forme d’un binaire que l’on peut soit-même compiler en Go :

neonvm/main.go at main · neondatabase/neonvm

You can't perform that action at this time. You signed in with another tab or window. You signed out in another tab or…

github.com

git clone https://github.com/neondatabase/neonvm && cd neonvm/tools/vm-builder
go build -o bin/vm-builder tools/vm-builder/main.go

Releases · neondatabase/neonvm

NeonVM v0.1.1 * schedule update, release buld restricted for tags only * kernel config updated - iptables, nat, bridge…

github.com

Test avec une image basée sur Ubuntu 22.04 :

root@neonvm:~# cat vm.yaml
 
apiVersion: v1
kind: Service
metadata:
  name: julia
spec:
  ports:
  - name: pluto
    port: 1234
    protocol: TCP
    targetPort: 1234
  type: NodePort
  selector:
    vm.neon.tech/name: julia

---
apiVersion: vm.neon.tech/v1
kind: VirtualMachine
metadata:
  name: julia
spec:
  guest:
    cpus:
      min: 1
      max: 4
      use: 2
    memorySlotSize: 1Gi
    memorySlots:
      min: 1
      max: 6
      use: 4
    rootDisk:
      image: neondatabase/vm-ubuntu:22.04
      size: 20Gi
    ports:
      - port: 1234

Lancement de la machine virtuelle :

root@neonvm:~# kubectl apply -f vm.yaml 

service/julia created
virtualmachine.vm.neon.tech/julia created

root@neonvm:~# kubectl get po,svc -A
NAMESPACE       NAME                                          READY   STATUS    RESTARTS   AGE
kube-system     pod/kube-proxy-rqz5z                          1/1     Running   0          72m
kube-system     pod/kube-router-9wkc9                         1/1     Running   0          72m
kube-system     pod/coredns-5d5b5b96f9-n8mrv                  1/1     Running   0          72m
kube-system     pod/metrics-server-69d9d66ff8-7wb4b           1/1     Running   0          72m
cert-manager    pod/cert-manager-74d949c895-zfmcf             1/1     Running   0          68m
cert-manager    pod/cert-manager-cainjector-d9bc5979d-xsbq9   1/1     Running   0          68m
cert-manager    pod/cert-manager-webhook-84b7ddd796-ltc69     1/1     Running   0          68m
neonvm-system   pod/neonvm-controller-764d8c5f6c-5hxnt        2/2     Running   0          66m
default         pod/julia-v6vfp                               1/1     Running   0          68s

NAMESPACE       NAME                                        TYPE        CLUSTER-IP       EXTERNAL-IP   PORT(S)                  AGE
default         service/kubernetes                          ClusterIP   10.96.0.1        <none>        443/TCP                  72m
kube-system     service/kube-dns                            ClusterIP   10.96.0.10       <none>        53/UDP,53/TCP,9153/TCP   72m
kube-system     service/metrics-server                      ClusterIP   10.102.167.196   <none>        443/TCP                  72m
cert-manager    service/cert-manager                        ClusterIP   10.101.64.172    <none>        9402/TCP                 68m
cert-manager    service/cert-manager-webhook                ClusterIP   10.107.99.137    <none>        443/TCP                  68m
neonvm-system   service/neonvm-controller-metrics-service   ClusterIP   10.99.181.63     <none>        8443/TCP                 66m
neonvm-system   service/neonvm-webhook-service              ClusterIP   10.96.127.186    <none>        443/TCP                  66m
default         service/julia                               NodePort    10.106.153.99    <none>        1234:32002/TCP           68s

Elle est active :

root@neonvm:~# kubectl get neonvm -o wide
NAME    CPUS   MEMORY   POD           STATUS    AGE     NODE     IMAGE
julia   2      4Gi      julia-v6vfp   Running   2m15s   neonvm   neondatabase/vm-ubuntu:22.04

root@neonvm:~# kubectl describe neonvm julia
Name:         julia
Namespace:    default
Labels:       <none>
Annotations:  <none>
API Version:  vm.neon.tech/v1
Kind:         VirtualMachine
Metadata:
  Creation Timestamp:  2022-12-07T22:31:19Z
  Finalizers:
    vm.neon.tech/finalizer
  Generation:  1
  Managed Fields:
    API Version:  vm.neon.tech/v1
    Fields Type:  FieldsV1
    fieldsV1:
      f:metadata:
        f:annotations:
          .:
          f:kubectl.kubernetes.io/last-applied-configuration:
      f:spec:
        .:
        f:guest:
          .:
          f:cpus:
            .:
            f:max:
            f:min:
            f:use:
          f:memorySlotSize:
          f:memorySlots:
            .:
            f:max:
            f:min:
            f:use:
          f:ports:
          f:rootDisk:
            .:
            f:image:
            f:imagePullPolicy:
            f:size:
        f:qmp:
        f:restartPolicy:
        f:terminationGracePeriodSeconds:
    Manager:      kubectl-client-side-apply
    Operation:    Update
    Time:         2022-12-07T22:31:19Z
    API Version:  vm.neon.tech/v1
    Fields Type:  FieldsV1
    fieldsV1:
      f:metadata:
        f:finalizers:
          .:
          v:"vm.neon.tech/finalizer":
    Manager:      manager
    Operation:    Update
    Time:         2022-12-07T22:31:19Z
    API Version:  vm.neon.tech/v1
    Fields Type:  FieldsV1
    fieldsV1:
      f:status:
        .:
        f:conditions:
        f:cpus:
        f:memorySize:
        f:node:
        f:phase:
        f:podIP:
        f:podName:
    Manager:         manager
    Operation:       Update
    Subresource:     status
    Time:            2022-12-07T22:31:29Z
  Resource Version:  5181
  UID:               7ab14f43-6b28-4bd3-86c0-89cff61b216d
Spec:
  Guest:
    Cpus:
      Max:             4
      Min:             1
      Use:             2
    Memory Slot Size:  1Gi
    Memory Slots:
      Max:  6
      Min:  1
      Use:  4
    Ports:
      Port:      1234
      Protocol:  TCP
    Root Disk:
      Image:              neondatabase/vm-ubuntu:22.04
      Image Pull Policy:  IfNotPresent
      Size:               20Gi
  Pod Resources:
  Qmp:                               20183
  Restart Policy:                    Never
  Termination Grace Period Seconds:  5
Status:
  Conditions:
    Last Transition Time:  2022-12-07T22:31:28Z
    Message:               Pod (julia-v6vfp) for VirtualMachine (julia) created successfully
    Reason:                Reconciling
    Status:                True
    Type:                  Available
  Cpus:                    2
  Memory Size:             4Gi
  Node:                    neonvm
  Phase:                   Running
  Pod IP:                  10.244.0.10
  Pod Name:                julia-v6vfp
Events:
  Type    Reason      Age    From                       Message
  ----    ------      ----   ----                       -------
  Normal  Created     2m28s  virtualmachine-controller  Created VirtualMachine julia
  Normal  CpuInfo     2m19s  virtualmachine-controller  VirtualMachine julia uses 2 cpu cores
  Normal  MemoryInfo  2m18s  virtualmachine-controller  VirtualMachine julia uses 2Gi memory
  Normal  MemoryInfo  2m18s  virtualmachine-controller  VirtualMachine julia uses 3Gi memory
  Normal  MemoryInfo  2m18s  virtualmachine-controller  VirtualMachine julia uses 4Gi memory

et j’accède à sa console via screen :

root@neonvm:~# kubectl exec -it $(kubectl get neonvm julia -ojsonpath='{.status.podName}') -- screen /dev/pts/0

ENTER

neonvm login: root (automatic login)

root@neonvm:~# apt update
Get:1 http://archive.ubuntu.com/ubuntu jammy InRelease [270 kB]
Get:2 http://security.ubuntu.com/ubuntu jammy-security InRelease [110 kB]
Get:3 http://archive.ubuntu.com/ubuntu jammy-updates InRelease [114 kB]
Get:4 http://archive.ubuntu.com/ubuntu jammy-backports InRelease [99.8 kB]
Get:5 http://security.ubuntu.com/ubuntu jammy-security/multiverse amd64 Packages [4732 B]
Get:6 http://security.ubuntu.com/ubuntu jammy-security/restricted amd64 Packages [577 kB]
Get:7 http://security.ubuntu.com/ubuntu jammy-security/main amd64 Packages [657 kB]
Get:8 http://security.ubuntu.com/ubuntu jammy-security/universe amd64 Packages [780 kB]
Get:9 http://archive.ubuntu.com/ubuntu jammy/multiverse amd64 Packages [266 kB]
Get:10 http://archive.ubuntu.com/ubuntu jammy/universe amd64 Packages [17.5 MB]
Get:11 http://archive.ubuntu.com/ubuntu jammy/main amd64 Packages [1792 kB]
Get:12 http://archive.ubuntu.com/ubuntu jammy/restricted amd64 Packages [164 kB]
Get:13 http://archive.ubuntu.com/ubuntu jammy-updates/universe amd64 Packages [963 kB]
Get:14 http://archive.ubuntu.com/ubuntu jammy-updates/main amd64 Packages [956 kB]
Get:15 http://archive.ubuntu.com/ubuntu jammy-updates/multiverse amd64 Packages [8150 B]
Get:16 http://archive.ubuntu.com/ubuntu jammy-updates/restricted amd64 Packages [624 kB]
Get:17 http://archive.ubuntu.com/ubuntu jammy-backports/main amd64 Packages [3520 B]
Get:18 http://archive.ubuntu.com/ubuntu jammy-backports/universe amd64 Packages [7278 B]
Fetched 24.9 MB in 3s (7474 kB/s)
Reading package lists... Done
Building dependency tree... Done
Reading state information... Done
2 packages can be upgraded. Run 'apt list --upgradable' to see them.

Installation de Julia et Pluto.jl que j’avais utilisé dans ces articles :

Parallélisation distribuée presque triviale d’applications GPU et CPU basées sur des Stencils avec…

Dans le précédent article, j’avais parlé de la manière dont les processeurs (CPU, Central Processing Unit) et les…

deep75.medium.com

Créer simplement un cluster k8s dans PhoenixNAP avec Rancher en quelques clics …

J’avais déjà parlé de PhoenixNAP, ce fournisseur de serveur Bare Metal dans cet article précédent :

deep75.medium.com

Prédiction de séries chronologiques avec une carte GPU dans Paperspace Gradient et le langage…

Paperspace est une plateforme de développement ML et de cloud computing haute performance pour la création…

deep75.medium.com

via ces dépôts GitHub :

GitHub - JuliaLang/juliaup: Julia installer and version multiplexer

This repository contains a cross-platform installer for the Julia programming language. The installer also bundles a…

github.com

GitHub - fonsp/Pluto.jl: 🎈 Simple reactive notebooks for Julia

Writing a notebook is not just about writing the final document - Pluto empowers the experiments and discoveries that…

github.com

root@neonvm:~# curl -fsSL https://install.julialang.org | sh

This path will then be added to your PATH environment variable by
modifying the profile files located at:

  /root/.bashrc
  /root/.profile

Julia will look for a new version of Juliaup itself every 1440 minutes when you start julia.

You can uninstall at any time with juliaup self uninstall and these
changes will be reverted.

✔ Do you want to install with these default configuration choices? · Proceed with installation

Now installing Juliaup
Installing Julia 1.8.3+0.x64.linux.gnu
Julia was successfully installed on your system.

Depending on which shell you are using, run one of the following
commands to reload the PATH environment variable:

  . /root/.bashrc
  . /root/.profile

root@neonvm:~# source .bashrc
root@neonvm:~# julia
               _
   _       _ _(_)_     |  Documentation: https://docs.julialang.org
  (_)     | (_) (_)    |
   _ _   _| |_  __ _   |  Type "?" for help, "]?" for Pkg help.
  | | | | | | |/ _` |  |
  | | |_| | | | (_| |  |  Version 1.8.3 (2022-11-14)
 _/ |\__'_|_|_|\__'_|  |  Official https://julialang.org/ release
|__/                   |

julia>
(@v1.8) pkg> add Pluto,PlutoUI
  [2f01184e] + SparseArrays
  [10745b16] + Statistics
  [fa267f1f] + TOML v1.0.0
  [a4e569a6] + Tar v1.10.1
  [8dfed614] + Test
  [cf7118a7] + UUIDs
  [4ec0a83e] + Unicode
  [e66e0078] + CompilerSupportLibraries_jll v0.5.2+0
  [deac9b47] + LibCURL_jll v7.84.0+0
  [29816b5a] + LibSSH2_jll v1.10.2+0
  [c8ffd9c3] + MbedTLS_jll v2.28.0+0
  [14a3606d] + MozillaCACerts_jll v2022.2.1
  [4536629a] + OpenBLAS_jll v0.3.20+0
  [83775a58] + Zlib_jll v1.2.12+3
  [8e850b90] + libblastrampoline_jll v5.1.1+0
  [8e850ede] + nghttp2_jll v1.48.0+0
  [3f19e933] + p7zip_jll v17.4.0+0
Precompiling project...
  48 dependencies successfully precompiled in 176 seconds

julia> using Pluto, PlutoUI;
       Pluto.run(
          launch_browser=false,
          host="0.0.0.0",
          port=1234,
          require_secret_for_open_links=false,
          require_secret_for_access=false,
          workspace_use_distributed=false,
)
[ Info: Loading...
[ Info: Listening on: 0.0.0.0:1234
┌ Info: 
└ Go to http://0.0.0.0:1234/ in your browser to start writing ~ have fun!
┌ Info: 
│ Press Ctrl+C in this terminal to stop Pluto
└

Je quitte la console avec screen (CTRL-a + d) …

How To Use Linux Screen

Linux Screen allows you to: Use multiple shell windows from a single SSH session. Keep a shell active even through…

www.rackaid.com

Le Notebook Pluto est visible via NodePort en TCP/32002 ici :

Tutoriel - Kubernetes Services

Un Service est une collection de Pods exposée à travers un endpoint. Il existe différents types de services : ClusterIP…

wiki.sfeir.com

root@neonvm:~# curl http://10.106.153.99:1234

<!DOCTYPE html><html lang="en"><head><meta name="viewport" content="width=device-width"><title>Pluto.jl</title><meta charset="utf-8"><script type="module" src="editor.a387c700.js"></script><link rel="stylesheet" href="editor.788c1e24.css"><link rel="stylesheet" href="vollkorn.089565a8.css"><link rel="stylesheet" href="juliamono.a2a5b30d.css"><script>console.log("Pluto.jl, by Fons van der Plas (https://github.com/fonsp) and Mikołaj Bochenski (https://github.com/malyvsen) 🌈");</script><meta name="author" content="Fons van der Plas; Mikołaj Bochenski"><meta name="theme-color" media="(prefers-color-scheme: light)" content="white"><meta name="theme-color" media="(prefers-color-scheme: dark)" content="#2a2928"><meta name="color-scheme" content="light dark"><link rel="icon" type="image/png" sizes="16x16" href="favicon-16x16.347d2855.png"><link rel="icon" type="image/png" sizes="32x32" href="favicon-32x32.8789add4.png"><link rel="icon" type="image/png" sizes="96x96" href="favicon-96x96.48689391.png"><meta name="description" content="Pluto.jl notebooks"><script src="editor.4b96dd74.js" defer></script><script src="editor.9f9dc874.js" defer></script><link rel="pluto-logo-big" href="logo.004c1d7c.svg"><link rel="stylesheet" href="index.a096377a.css"><link rel="stylesheet" href="index.420fa7f8.css"><script src="index.478ed99f.js" type="module" defer></script><script src="editor.b9f0ac7b.js"></script><link rel="prefetch" as="stylesheet" type="text/html" href="editor.075ee715.css"><link rel="prefetch" as="script" type="text/javascript" href="editor.9eeb148f.js"><link rel="prerender" href="editor.html"></head><body class="nosessions"> <loading-bar></loading-bar>  <div id="app"> <section id="title"><h1>welcome to <img src="logo.004c1d7c.svg"></h1></section> <section id="mywork"> <div> <h2>My work</h2> <ul id="recent"> <li class="new"><a href="new"><button><span class="ionicon"></span></button>Create a <strong>new notebook</strong></a></li> <li><em>Loading...</em></li> </ul> </div> </section> <section id="open"> <div> <h2>Open a notebook</h2> <p><em>Loading...</em></p> </div> </section> <section id="featured"> <div> <div class="featured-source"> <h1>Featured Notebooks</h1> <p>These notebooks from the Julia community show off what you can do with Pluto. Give it a try, you might learn something new!</p> <div class="collection"> <h2>Loading...</h2> </div> </div> </div> </section> </div> </body></html>
root@neonvm:~# kubectl get svc 

NAME         TYPE        CLUSTER-IP      EXTERNAL-IP   PORT(S)          AGE
kubernetes   ClusterIP   10.96.0.1       <none>        443/TCP          94m
julia        NodePort    10.106.153.99   <none>        1234:32002/TCP   22m

avec exécution d’un graphe rapide avec Julia :

Tutorial

This is a guide for getting you up and running with Plots.jl. Its main goal is to introduce you to the terminology used…

docs.juliaplots.org

begin
using Pkg
Pkg.add(["Plots", "LaTeXStrings"])

using Plots,LaTeXStrings
x = 10 .^ range(0, 4, length=100)
y = @. 3/(4+100x)

plot(x, y, label="3/(4+100x)")
plot!(xscale=:log10, yscale=:log10, minorgrid=true)
xlims!(1e+0, 1e+4)
ylims!(1e-5, 1e+0)
title!("Log-log plot")
xlabel!("x")
ylabel!("y") 
end

Je peux éditer la machine virtuelle :

root@neonvm:~# kubectl edit neonvm julia

# Please edit the object below. Lines beginning with a '#' will be ignored,
# and an empty file will abort the edit. If an error occurs while saving this file will be
# reopened with the relevant failures.
#
apiVersion: vm.neon.tech/v1
kind: VirtualMachine
metadata:
  annotations:
    kubectl.kubernetes.io/last-applied-configuration: |
      {"apiVersion":"vm.neon.tech/v1","kind":"VirtualMachine","metadata":{"annotations":{},"name":"julia","namespace":"default"},"spec":{"guest":{"cpus":{"max":4,"min":1,"use":2},"memorySlotSize":"1Gi","memorySlots":{"max":6,"min":1,"use":4},"ports":[{"port":1234}],"rootDisk":{"image":"neondatabase/vm-ubuntu:22.04","size":"20Gi"}}}}
  creationTimestamp: "2022-12-07T22:31:19Z"
  finalizers:
  - vm.neon.tech/finalizer
  generation: 1
  name: julia
  namespace: default
  resourceVersion: "5181"
  uid: 7ab14f43-6b28-4bd3-86c0-89cff61b216d
spec:
  guest:
    cpus:
      max: 4
      min: 1
      use: 2
    memorySlotSize: 1Gi
    memorySlots:
      max: 6
      min: 1
      use: 4
    ports:
    - port: 1234
      protocol: TCP
    rootDisk:
      image: neondatabase/vm-ubuntu:22.04
      imagePullPolicy: IfNotPresent
      size: 20Gi
  podResources: {}
  qmp: 20183
  restartPolicy: Never
  terminationGracePeriodSeconds: 5
status:
  conditions:
  - lastTransitionTime: "2022-12-07T22:31:28Z"
    message: Pod (julia-v6vfp) for VirtualMachine (julia) created successfully
    reason: Reconciling
    status: "True"
    type: Available
  cpus: 2
  memorySize: 4Gi
  node: neonvm

Je peux aussi la patcher en ajoutant ici plus de coeur à la machine virtuelle :

root@neonvm:~# kubectl patch neonvm julia --type='json' -p='[{"op": "replace", "path": "/spec/guest/cpus/use", "value":4}]'
virtualmachine.vm.neon.tech/julia patched

root@neonvm:~# kubectl describe neonvm julia
Name:         julia
Namespace:    default
Labels:       <none>
Annotations:  <none>
API Version:  vm.neon.tech/v1
Kind:         VirtualMachine
Metadata:
  Creation Timestamp:  2022-12-07T22:31:19Z
  Finalizers:
    vm.neon.tech/finalizer
  Generation:  2
  Managed Fields:
    API Version:  vm.neon.tech/v1
    Fields Type:  FieldsV1
    fieldsV1:
      f:metadata:
        f:annotations:
          .:
          f:kubectl.kubernetes.io/last-applied-configuration:
      f:spec:
        .:
        f:guest:
          .:
          f:cpus:
            .:
            f:max:
            f:min:
          f:memorySlotSize:
          f:memorySlots:
            .:
            f:max:
            f:min:
            f:use:
          f:ports:
          f:rootDisk:
            .:
            f:image:
            f:imagePullPolicy:
            f:size:
        f:qmp:
        f:restartPolicy:
        f:terminationGracePeriodSeconds:
    Manager:      kubectl-client-side-apply
    Operation:    Update
    Time:         2022-12-07T22:31:19Z
    API Version:  vm.neon.tech/v1
    Fields Type:  FieldsV1
    fieldsV1:
      f:metadata:
        f:finalizers:
          .:
          v:"vm.neon.tech/finalizer":
    Manager:      manager
    Operation:    Update
    Time:         2022-12-07T22:31:19Z
    API Version:  vm.neon.tech/v1
    Fields Type:  FieldsV1
    fieldsV1:
      f:spec:
        f:guest:
          f:cpus:
            f:use:
    Manager:      kubectl-patch
    Operation:    Update
    Time:         2022-12-07T23:16:21Z
    API Version:  vm.neon.tech/v1
    Fields Type:  FieldsV1
    fieldsV1:
      f:status:
        .:
        f:conditions:
        f:cpus:
        f:memorySize:
        f:node:
        f:phase:
        f:podIP:
        f:podName:
    Manager:         manager
    Operation:       Update
    Subresource:     status
    Time:            2022-12-07T23:16:22Z
  Resource Version:  7999
  UID:               7ab14f43-6b28-4bd3-86c0-89cff61b216d
Spec:
  Guest:
    Cpus:
      Max:             4
      Min:             1
      Use:             4
    Memory Slot Size:  1Gi
    Memory Slots:
      Max:  6
      Min:  1
      Use:  4
    Ports:
      Port:      1234
      Protocol:  TCP
    Root Disk:
      Image:              neondatabase/vm-ubuntu:22.04
      Image Pull Policy:  IfNotPresent
      Size:               20Gi
  Pod Resources:
  Qmp:                               20183
  Restart Policy:                    Never
  Termination Grace Period Seconds:  5
Status:
  Conditions:
    Last Transition Time:  2022-12-07T22:31:28Z
    Message:               Pod (julia-v6vfp) for VirtualMachine (julia) created successfully
    Reason:                Reconciling
    Status:                True
    Type:                  Available
  Cpus:                    4
  Memory Size:             4Gi
  Node:                    neonvm
  Phase:                   Running
  Pod IP:                  10.244.0.10
  Pod Name:                julia-v6vfp
Events:
  Type    Reason      Age   From                       Message
  ----    ------      ----  ----                       -------
  Normal  Created     45m   virtualmachine-controller  Created VirtualMachine julia
  Normal  CpuInfo     45m   virtualmachine-controller  VirtualMachine julia uses 2 cpu cores
  Normal  MemoryInfo  45m   virtualmachine-controller  VirtualMachine julia uses 2Gi memory
  Normal  MemoryInfo  45m   virtualmachine-controller  VirtualMachine julia uses 3Gi memory
  Normal  MemoryInfo  45m   virtualmachine-controller  VirtualMachine julia uses 4Gi memory
  Normal  CpuInfo     11s   virtualmachine-controller  VirtualMachine julia uses 3 cpu cores
  Normal  CpuInfo     11s   virtualmachine-controller  VirtualMachine julia uses 4 cpu cores

La machine virtuelle étant bien en exécution dans QEMU …

root@neonvm:~# kubectl exec -it $(kubectl get neonvm julia -ojsonpath='{.status.podName}') -- /bin/sh

Defaulted container "runner" out of: runner, init-rootdisk (init)

/ # ps aux
PID   USER     TIME  COMMAND
    1 root      0:00 runner -vmdump eyJxbXAiOjIwMTgzLCJ0ZXJtaW5hdGlvbkdyYWNlUGVyaW9kU2Vjb25kcyI6NSwicG9kUmVzb3VyY2VzIjp7fSwicmVzdGFydFBvbGljeSI6Ik5ldmVyIiwiZ3Vlc3QiOnsiY3B1cyI6ey
   23 root      0:00 [dnsmasq]
   24 dnsmasq   0:00 dnsmasq --port=0 --bind-interfaces --dhcp-authoritative --interface=br-def --dhcp-range=10.255.255.254,static,255.255.255.252 --dhcp-host=be:56:c3:55:e9:de,1
   25 root     12:54 qemu-system-x86_64 -machine q35 -nographic -no-reboot -nodefaults -only-migratable -audiodev none,id=noaudio -serial pty -serial stdio -msg timestamp=on -qmp
   65 root      0:13 {screen} SCREEN /dev/pts/0
  417 root      0:05 {screen} SCREEN /dev/pts/0
  525 root      0:00 [screen]
  532 root      0:00 {screen} SCREEN /dev/pts/0
  533 root      0:00 /bin/sh
  539 root      0:00 ps aux

Je peux alors la détruire simplement :

root@neonvm:~# kubectl delete neonvm julia
virtualmachine.vm.neon.tech "julia" deleted

NeonVM est un jeune projet Open Source en évolution avec pour le moment ces fonctionnalités acquises ou à acquérir dans cette feuille de route comme l’indique très bien son dépôt GitHub …

  • Mise en œuvre de Webhooks pour la mutation et la validation (fait)
  • Support de Multus CNI (à faire)
  • Connexion à chaud des processeurs et de la mémoire (via un patch de ressources) (fait)
  • Live Migration des CRDs (à faire)
  • Simplification de la création d’images disque VM à partir de n’importe quelle image docker (fait avec vm-builder)
  • Support de l’architecture ARM64 (à faire)

À suivre !

Kubernetes
Neon
Virtualization
Julia
Docker

--

--

Karim
Karim

Written by Karim

166 Followers
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