Create Setup.md
Browse files
Setup.md
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| 1 |
+
Write python streamlit application to use Terraform, Github Actions, Azure Container Registry and Github to set up a new streamlit app on azure.
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| 2 |
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To create a Streamlit application using Terraform, Github Actions, Azure Container Registry, and Github, you will need to follow these steps:
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| 3 |
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Create a new Streamlit application.
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Push the application to a Github repository.
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Configure the Azure Container Registry.
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Set up a Github Actions workflow to build and push the Docker image to the Azure Container Registry.
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| 8 |
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Use Terraform to create an Azure Kubernetes Service (AKS) cluster and deploy the Streamlit app on it.
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Here's an example implementation of these steps:
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Create a new Streamlit app:
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python
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Copy code
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# app.py
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import streamlit as st
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st.title("Hello, Streamlit!")
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st.write("This is a simple Streamlit app deployed on Azure.")
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Create a Dockerfile to containerize the app:
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docker
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Copy code
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# Dockerfile
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FROM python:3.8-slim
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WORKDIR /app
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COPY requirements.txt .
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RUN pip install -r requirements.txt
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COPY . .
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CMD ["streamlit", "run", "app.py"]
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Add a requirements.txt file with the necessary dependencies:
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makefile
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Copy code
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streamlit==1.1.0
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Push the application to a new Github repository.
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Configure the Azure Container Registry:
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Log in to the Azure Portal.
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Create a new Azure Container Registry.
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Copy the registry's login server name for later use.
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Set up a Github Actions workflow to build and push the Docker image to the Azure Container Registry:
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yaml
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Copy code
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# .github/workflows/main.yml
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name: CI/CD
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on:
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push:
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branches:
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- main
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jobs:
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build-and-push:
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runs-on: ubuntu-latest
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steps:
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- name: Checkout code
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uses: actions/checkout@v2
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- name: Set up QEMU
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uses: docker/setup-qemu-action@v1
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- name: Set up Docker Buildx
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uses: docker/setup-buildx-action@v1
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- name: Login to Azure Container Registry
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run: echo ${{ secrets.ACR_PASSWORD }} | docker login ${{ secrets.ACR_REGISTRY }} -u ${{ secrets.ACR_USERNAME }} --password-stdin
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- name: Build and push
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uses: docker/build-push-action@v2
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with:
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context: .
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push: true
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tags: ${{ secrets.ACR_REGISTRY }}/streamlit-app:latest
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Add the necessary secrets to your Github repository:
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ACR_REGISTRY: The login server name of your Azure Container Registry.
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ACR_USERNAME: The username for your Azure Container Registry.
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ACR_PASSWORD: The password for your Azure Container Registry.
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Create Terraform configuration files to set up the Azure Kubernetes Service (AKS) cluster and deploy the Streamlit app:
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main.tf: This file will contain the main Terraform configuration.
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variables.tf: This file will contain the Terraform variables.
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outputs.tf: This file will contain the Terraform outputs.
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hcl
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Copy code
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# main.tf
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provider "azurerm" {
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features {}
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}
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resource "azurerm_resource_group" "aks" {
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name = "streamlit-aks-rg"
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location = "East US"
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}
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resource "azurerm_kubernetes_cluster" "aks" {
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name = "streamlit-aks"
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location = azurerm_resource_group.aks.location
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resource_group_name = azurerm_resource_group.aks.name
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dns_prefix = "streamlit-aks"
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default_node_pool {
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name = "default"
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node_count =
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3
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vm_size = "Standard_DS2_v2"
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}
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identity {
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type = "SystemAssigned"
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}
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}
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resource "azurerm_kubernetes_cluster_node_pool" "streamlit" {
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name = "streamlit"
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kubernetes_cluster_id = azurerm_kubernetes_cluster.aks.id
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vm_size = "Standard_DS2_v2"
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node_count = 1
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}
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provider "kubernetes" {
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host = azurerm_kubernetes_cluster.aks.kube_config.0.host
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client_certificate = base64decode(azurerm_kubernetes_cluster.aks.kube_config.0.client_certificate)
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client_key = base64decode(azurerm_kubernetes_cluster.aks.kube_config.0.client_key)
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cluster_ca_certificate = base64decode(azurerm_kubernetes_cluster.aks.kube_config.0.cluster_ca_certificate)
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}
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resource "kubernetes_namespace" "streamlit" {
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metadata {
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name = "streamlit"
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}
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}
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resource "kubernetes_deployment" "streamlit" {
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metadata {
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name = "streamlit"
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namespace = kubernetes_namespace.streamlit.metadata.0.name
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}
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spec {
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replicas = 1
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selector {
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match_labels = {
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app = "streamlit"
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}
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}
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template {
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metadata {
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labels = {
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app = "streamlit"
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}
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}
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spec {
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container {
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name = "streamlit"
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image = "${var.acr_login_server}/streamlit-app:latest"
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resources {
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limits {
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cpu = "1"
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memory = "1Gi"
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}
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requests {
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cpu = "500m"
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memory = "500Mi"
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}
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}
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port {
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container_port = 8501
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}
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}
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}
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}
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}
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}
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resource "kubernetes_service" "streamlit" {
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metadata {
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name = "streamlit"
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namespace = kubernetes_namespace.streamlit.metadata.0.name
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}
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spec {
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selector = {
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app = "streamlit"
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}
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bash
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Copy code
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port {
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port = 80
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target_port = 8501
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}
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type = "LoadBalancer"
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}
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}
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bash
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Copy code
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```hcl
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# variables.tf
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variable "acr_login_server" {
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description = "The Azure Container Registry login server"
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type = string
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}
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hcl
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Copy code
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# outputs.tf
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output "streamlit_url" {
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value = "http://${kubernetes_service.streamlit.status.0.load_balancer.0.ingress.0.ip}"
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description = "Streamlit app public URL"
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}
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Initialize Terraform and apply the configuration:
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sh
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Copy code
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$ terraform init
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$ terraform apply -var "acr_login_server=<your_acr_login_server>"
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Replace <your_acr_login_server> with the login server name of your Azure Container Registry.
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Access the Streamlit app using the public URL displayed in the Terraform output.
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Please note that this is an example implementation and you may need to adjust the configurations according to your specific requirements and environment.
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