Logo do Docker e Visual Studio Code.


Visual Studio Code and Docker logos.
  • Visual…

Introduction

  • Front End developers can deploy new features independently from the DataScience team.
  • It’s possible to train, save and change…


Logo do Bitnami Harbor.

Introdução

  • 8 GB RAM
  • I5 CPU
  • 100 GB de disco
  • Ubuntu 20.10

Pré-requisitos

  • Snap
  • Kubernetes Cluster (microk8s, minikube, K3s) — Neste guia estou usando o microk8s.
  • Kubedns (microk8s enable dns)
  • Helm

Bitnami Harbor logo.

Introduction

  • 8 GB RAM
  • I5 CPU
  • 100 GB Disk
  • Ubuntu 20.10

Prerequisites

  • Snap
  • Kubernetes Cluster (microk8s, minikube, K3s) — In this case i’m using microk8s.
  • Kubedns (microk8s enable dns)
  • Helm

Check Kubernetes environment


Scripted vs Declarative


  1. Integrar o pipeline com um SCM;
  2. Construir uma imagem Python usando Dockerfile;
  3. Realizar testes estáticos;
  4. Quebrar a entrega caso falhe nos testes (Quality Gate);
  5. Enviar a imagem para um repositório remoto;
  6. Ao final do build, executar um container com base na imagem criada.

Matheus Villela Torres

Data scientist and devops enthusiast.

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