{ "cells": [ { "cell_type": "markdown", "id": "76de4423", "metadata": {}, "source": [ "# Deployment" ] }, { "cell_type": "markdown", "id": "3e9d5d5a", "metadata": {}, "source": [ "## Docker with Server" ] }, { "cell_type": "markdown", "id": "58be64d5", "metadata": {}, "source": [ "### Local, API/Frontend" ] }, { "cell_type": "markdown", "id": "3e5562e5", "metadata": {}, "source": [ "One approach to running this is to have the following docker-compose.yml locally" ] }, { "cell_type": "markdown", "id": "cc2419a6", "metadata": {}, "source": [ "```\n", "version: \"3.5\"\n", "\n", "services:\n", " frontend:\n", " image: rictuar/sampleingester-frontend\n", " container_name: front_end\n", " ports:\n", " - 8050:8050\n", " networks:\n", " my_network:\n", " aliases:\n", " - frontend_alias\n", " restart: on-failure \n", " \n", " api:\n", " image: rictuar/sampleingester-api\n", " container_name: api\n", " ports:\n", " - 4999:4999\n", " networks:\n", " my_network:\n", " aliases:\n", " - api_alias\n", " restart: on-failure\n", "\n", "networks:\n", " my_network:\n", "```" ] }, { "cell_type": "markdown", "id": "e986c002", "metadata": {}, "source": [ "Using the command" ] }, { "cell_type": "markdown", "id": "50361c19", "metadata": {}, "source": [ "```sudo docker compose up```" ] }, { "cell_type": "markdown", "id": "d1ad1664", "metadata": {}, "source": [ "This can be accessed on a browser at http://127.0.0.1:8050/" ] }, { "cell_type": "markdown", "id": "b08b912b", "metadata": {}, "source": [ "### AWS, API/Frontend" ] }, { "cell_type": "markdown", "id": "e5e41bad", "metadata": {}, "source": [ "An easy way to make this code accessible to the internet is to deploy it using AWS beanstalk, where the only change to the .yml file is the binding of 8050 to port 80" ] }, { "cell_type": "markdown", "id": "91afb209", "metadata": {}, "source": [ "```\n", "version: \"3.5\"\n", "\n", "services:\n", " frontend:\n", " image: rictuar/sampleingester-frontend\n", " container_name: front_end\n", " ports:\n", " - 80:8050\n", " networks:\n", " my_network:\n", " aliases:\n", " - frontend_alias\n", " restart: on-failure \n", " \n", " api:\n", " image: rictuar/sampleingester-api\n", " container_name: api\n", " ports:\n", " - 4999:4999\n", " networks:\n", " my_network:\n", " aliases:\n", " - api_alias\n", " restart: on-failure\n", "\n", "networks:\n", " my_network:\n", "```" ] }, { "cell_type": "markdown", "id": "056b5a77", "metadata": {}, "source": [ "The API can be accessed directly if a listener/process pair is created, e.g." ] }, { "attachments": { "listener_process.png": { "image/png": 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" } }, "cell_type": "markdown", "id": "0ae1cbd3", "metadata": {}, "source": [ "![listener_process.png](attachment:listener_process.png)" ] }, { "cell_type": "markdown", "id": "8d1a7419", "metadata": {}, "source": [ "## Images" ] }, { "cell_type": "markdown", "id": "df67a4e7", "metadata": {}, "source": [ "The Docker images are available directly at https://hub.docker.com/r/rictuar/sampleingester-frontend and https://hub.docker.com/r/rictuar/sampleingester-api" ] } ], "metadata": { "kernelspec": { "display_name": "Python 3", "language": "python", "name": "python3" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.8.8" } }, "nbformat": 4, "nbformat_minor": 5 }