{"id":49640,"date":"2024-12-03T14:32:50","date_gmt":"2024-12-03T14:32:50","guid":{"rendered":"https:\/\/accuweb.cloud\/resource\/?post_type=faq&#038;p=49640"},"modified":"2026-02-17T13:41:07","modified_gmt":"2026-02-17T13:41:07","slug":"setup-fastapi-application-using-docker-compose","status":"publish","type":"faq","link":"https:\/\/accuweb.cloud\/resource\/articles\/setup-fastapi-application-using-docker-compose","title":{"rendered":"How to setup Fast API Application using Docker Compose?"},"content":{"rendered":"<h2 class=\"ack-h2\">Setting Up a FastAPI Application on Ubuntu Using Docker Compose<\/h2>\n<p>FastAPI is a modern <a class=\"ack-link-color\" href=\"https:\/\/accuweb.cloud\/application\/python-hosting\" target=\"_blank\" rel=\"noopener\">Python<\/a> framework designed for building APIs with high performance, and it&#8217;s particularly well-suited for machine learning applications. Docker Compose simplifies managing multi-container Docker applications by allowing you to define and run multiple containers using a single YAML configuration file. In this tutorial, you will create and set up a FastAPI application on an Ubuntu server, using <a class=\"ack-link-color\" href=\"https:\/\/accuweb.cloud\/application\/docker-hosting\" target=\"_blank\" rel=\"noopener\">Docker<\/a> Compose for easy deployment.<\/p>\n<p><a href=\"https:\/\/accuweb.cloud\/resource\/wp-content\/uploads\/2024\/12\/main.png\"><img fetchpriority=\"high\" decoding=\"async\" class=\"ack-article-image aligncenter wp-image-49647 size-full\" title=\"Setting up a FastAPI application using Docker Compose\" src=\"https:\/\/accuweb.cloud\/resource\/wp-content\/uploads\/2024\/12\/main.png\" alt=\"Setting up a FastAPI application using Docker Compose\" width=\"840\" height=\"558\" srcset=\"https:\/\/accuweb.cloud\/resource\/wp-content\/uploads\/2024\/12\/main.png 840w, https:\/\/accuweb.cloud\/resource\/wp-content\/uploads\/2024\/12\/main-300x199.png 300w, https:\/\/accuweb.cloud\/resource\/wp-content\/uploads\/2024\/12\/main-768x510.png 768w\" sizes=\"(max-width: 840px) 100vw, 840px\" \/><\/a><\/p>\n<h3 class=\"ack-h3\">Prerequisites<\/h3>\n<p>Before starting, make sure you have:<\/p>\n<ol class=\"ack-ol\">\n<li><b> An Ubuntu server:<\/b> This guide is written for Ubuntu 24.04 LTS, but it will work with earlier supported versions such as Ubuntu 22.04, 20.04, and 18.04.<\/li>\n<li><b> A non-root user with sudo privileges:<\/b> This user will perform administrative tasks without being the root user. Make sure the user has proper permissions to install packages and modify system files.<\/li>\n<li><b> Firewall enabled on the server:<\/b> Ensure you have a firewall running and the necessary ports open.<\/li>\n<li><b> Python 3 installed:<\/b> This guide assumes Python 3 is installed, which is the default in recent versions of Ubuntu.<\/li>\n<\/ol>\n<h3 class=\"ack-h3\">Setting Up an Ubuntu Server on AccuWeb.Cloud<\/h3>\n<p><b>Step 1:<\/b> Log in to your <b>AccuWeb.Cloud dashboard<\/b> and create a new virtual private server (VPS).<\/p>\n<p><a href=\"https:\/\/accuweb.cloud\/resource\/wp-content\/uploads\/2024\/12\/Step-1.png\"><img decoding=\"async\" class=\"ack-article-image aligncenter wp-image-49648 size-full\" title=\"Create a new VPS\" src=\"https:\/\/accuweb.cloud\/resource\/wp-content\/uploads\/2024\/12\/Step-1.png\" alt=\"Create a new VPS\" width=\"1037\" height=\"346\" srcset=\"https:\/\/accuweb.cloud\/resource\/wp-content\/uploads\/2024\/12\/Step-1.png 1037w, https:\/\/accuweb.cloud\/resource\/wp-content\/uploads\/2024\/12\/Step-1-300x100.png 300w, https:\/\/accuweb.cloud\/resource\/wp-content\/uploads\/2024\/12\/Step-1-1024x342.png 1024w, https:\/\/accuweb.cloud\/resource\/wp-content\/uploads\/2024\/12\/Step-1-768x256.png 768w\" sizes=\"(max-width: 1037px) 100vw, 1037px\" \/><\/a><br \/>\n<b>Step 2: <\/b>Select <b>Ubuntu 20.04<\/b> or the latest version as your operating system and database server as a <a class=\"ack-link-color\" href=\"https:\/\/accuweb.cloud\/database\/mariadb-hosting\" target=\"_blank\" rel=\"noopener\"><b>MariaDB<\/b><\/a>.<br \/>\n<b>Step 3: <\/b>Choose the appropriate resources for your server based on your needs and enter the environment name.<br \/>\n<b>Step 4: <\/b>After configuring the server, click on the <b>Create<\/b> button.<\/p>\n<p><a href=\"https:\/\/accuweb.cloud\/resource\/wp-content\/uploads\/2024\/12\/Step-4.png\"><img decoding=\"async\" class=\"ack-article-image aligncenter wp-image-49649 size-full\" title=\"Configuring the server\" src=\"https:\/\/accuweb.cloud\/resource\/wp-content\/uploads\/2024\/12\/Step-4.png\" alt=\"Configuring the server\" width=\"1217\" height=\"759\" srcset=\"https:\/\/accuweb.cloud\/resource\/wp-content\/uploads\/2024\/12\/Step-4.png 1217w, https:\/\/accuweb.cloud\/resource\/wp-content\/uploads\/2024\/12\/Step-4-300x187.png 300w, https:\/\/accuweb.cloud\/resource\/wp-content\/uploads\/2024\/12\/Step-4-1024x639.png 1024w, https:\/\/accuweb.cloud\/resource\/wp-content\/uploads\/2024\/12\/Step-4-768x479.png 768w\" sizes=\"(max-width: 1217px) 100vw, 1217px\" \/><\/a><\/p>\n<h3 class=\"ack-h3\">Steps to setting up a FastAPI Application on Ubuntu Using Docker Compose<\/h3>\n<p><b>Step 1:<\/b> It&#8217;s always a good idea to start by updating the system to ensure you have the latest security patches and software versions:<br \/>\n<b>sudo apt-get update<\/b><br \/>\nThis will update the list of available packages. To upgrade the installed packages, run:<br \/>\n<b>sudo apt-get upgrade<\/b><br \/>\n<b>Step 2:<\/b> Ubuntu 24.04 comes with Python 3 pre-installed. However, you should verify the installation by checking the <a class=\"ack-link-color\" href=\"https:\/\/accuweb.cloud\/application\/python-hosting\" target=\"_blank\" rel=\"noopener\">Python<\/a> version:<br \/>\n<b>python3 &#8211;version<\/b><br \/>\nIf Python 3 is not installed, you can install it using the following command:<\/p>\n<pre><code class=\"language-javascript\"><b>sudo apt install python3<\/b><\/code><\/pre>\n<p><a href=\"https:\/\/accuweb.cloud\/resource\/wp-content\/uploads\/2024\/12\/Step-2.png\"><img loading=\"lazy\" decoding=\"async\" class=\"ack-article-image aligncenter wp-image-49650 size-full\" title=\"Install Python 3\" src=\"https:\/\/accuweb.cloud\/resource\/wp-content\/uploads\/2024\/12\/Step-2.png\" alt=\"Install Python 3\" width=\"1470\" height=\"626\" srcset=\"https:\/\/accuweb.cloud\/resource\/wp-content\/uploads\/2024\/12\/Step-2.png 1470w, https:\/\/accuweb.cloud\/resource\/wp-content\/uploads\/2024\/12\/Step-2-300x128.png 300w, https:\/\/accuweb.cloud\/resource\/wp-content\/uploads\/2024\/12\/Step-2-1024x436.png 1024w, https:\/\/accuweb.cloud\/resource\/wp-content\/uploads\/2024\/12\/Step-2-768x327.png 768w\" sizes=\"(max-width: 1470px) 100vw, 1470px\" \/><\/a><\/p>\n<p>Next, install &#8216;pip&#8217;, the Python package manager, and &#8216;python3-dev&#8217; which is necessary for compiling certain Python modules:<\/p>\n<pre><code class=\"language-javascript\"><b>sudo apt install python3-pip python3-dev<\/b><\/code><\/pre>\n<p><a href=\"https:\/\/accuweb.cloud\/resource\/wp-content\/uploads\/2024\/12\/Step-2.1.png\"><img loading=\"lazy\" decoding=\"async\" class=\"ack-article-image aligncenter wp-image-49651 size-full\" title=\"Install Python package manager\" src=\"https:\/\/accuweb.cloud\/resource\/wp-content\/uploads\/2024\/12\/Step-2.1.png\" alt=\"Install Python package manager\" width=\"1436\" height=\"621\" srcset=\"https:\/\/accuweb.cloud\/resource\/wp-content\/uploads\/2024\/12\/Step-2.1.png 1436w, https:\/\/accuweb.cloud\/resource\/wp-content\/uploads\/2024\/12\/Step-2.1-300x130.png 300w, https:\/\/accuweb.cloud\/resource\/wp-content\/uploads\/2024\/12\/Step-2.1-1024x443.png 1024w, https:\/\/accuweb.cloud\/resource\/wp-content\/uploads\/2024\/12\/Step-2.1-768x332.png 768w\" sizes=\"(max-width: 1436px) 100vw, 1436px\" \/><\/a><\/p>\n<h3 class=\"ack-h3\">Why Install Python 3?<\/h3>\n<ul class=\"ack-ul\">\n<li>pip allows you to install and manage Python libraries.<\/li>\n<li>python3-dev contains headers and static libraries needed to build Python modules that include compiled code, such as libraries that deal with machine learning models.<\/li>\n<\/ul>\n<div class=\"article-space\"><\/div>\n\t\t<div data-elementor-type=\"section\" data-elementor-id=\"38668\" class=\"elementor elementor-38668\" data-elementor-settings=\"{&quot;ha_cmc_init_switcher&quot;:&quot;no&quot;}\" data-elementor-post-type=\"elementor_library\">\n\t\t\t        <section class=\"elementor-section elementor-top-section elementor-element elementor-element-882321f elementor-section-boxed elementor-section-height-default elementor-section-height-default ct-header-fixed-none ct-row-max-none\" data-id=\"882321f\" data-element_type=\"section\" data-settings=\"{&quot;_ha_eqh_enable&quot;:false}\">\n            \n                        <div class=\"elementor-container elementor-column-gap-default \">\n                    <div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-7cc79cc\" data-id=\"7cc79cc\" data-element_type=\"column\">\n        <div class=\"elementor-widget-wrap elementor-element-populated\">\n                    \n        \t\t<div class=\"elementor-element elementor-element-e31b40f elementor-widget elementor-widget-shortcode\" data-id=\"e31b40f\" data-element_type=\"widget\" data-widget_type=\"shortcode.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-shortcode\"><\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t            <\/div>\n        <\/div>\n                    <\/div>\n        <\/section>\n        \t\t<\/div>\n\t\t\n<div class=\"article-space\"><\/div>\n<p><b>Step 3:<\/b> Create and Activate a Python Virtual Environment. A Python virtual environment isolates the dependencies of your project from the global Python environment. This is useful to avoid version conflicts and to make sure that your FastAPI application has the specific versions of dependencies that it needs. To create a new virtual environment, run:<\/p>\n<pre><code class=\"language-javascript\"><strong>python3 -m venv fastapi-env<\/strong><\/code><\/pre>\n<p>This command will create a directory called &#8216;fastapi-env&#8217; that contains the isolated environment.<br \/>\nTo activate the virtual environment: <b>source fastapi-env\/bin\/activate<\/b><br \/>\nOnce activated, your terminal prompt will be prefixed with the environment name like this:<br \/>\n<b>(fastapi-env) ubuntu@user:<\/b><\/p>\n<p><a href=\"https:\/\/accuweb.cloud\/resource\/wp-content\/uploads\/2024\/12\/Step-3.png\"><img loading=\"lazy\" decoding=\"async\" class=\"ack-article-image aligncenter wp-image-49652 size-full\" title=\"Create and Activate a Python virtual environment\" src=\"https:\/\/accuweb.cloud\/resource\/wp-content\/uploads\/2024\/12\/Step-3.png\" alt=\"Create and Activate a Python virtual environment\" width=\"1109\" height=\"625\" srcset=\"https:\/\/accuweb.cloud\/resource\/wp-content\/uploads\/2024\/12\/Step-3.png 1109w, https:\/\/accuweb.cloud\/resource\/wp-content\/uploads\/2024\/12\/Step-3-300x169.png 300w, https:\/\/accuweb.cloud\/resource\/wp-content\/uploads\/2024\/12\/Step-3-1024x577.png 1024w, https:\/\/accuweb.cloud\/resource\/wp-content\/uploads\/2024\/12\/Step-3-768x433.png 768w\" sizes=\"(max-width: 1109px) 100vw, 1109px\" \/><\/a><b>Step 4:<\/b> Install <a class=\"ack-link-color\" href=\"https:\/\/accuweb.cloud\/application\/docker-hosting\" target=\"_blank\" rel=\"noopener\">Docker<\/a> and Docker Compose. Docker allows you to package your FastAPI application and all of its dependencies into a container. Containers are portable, consistent, and run on any system that supports Docker, making deployment easier.<\/p>\n<pre><code class=\"language-javascript\"><strong>To install Docker on Ubuntu, run: sudo apt install -y docker.io<\/strong><\/code><\/pre>\n<p><a href=\"https:\/\/accuweb.cloud\/resource\/wp-content\/uploads\/2024\/12\/Step-4-1.png\"><img loading=\"lazy\" decoding=\"async\" class=\"ack-article-image aligncenter wp-image-49653 size-full\" title=\"Install Docker and Docker Compose\" src=\"https:\/\/accuweb.cloud\/resource\/wp-content\/uploads\/2024\/12\/Step-4-1.png\" alt=\"Install Docker and Docker Compose\" width=\"1433\" height=\"604\" srcset=\"https:\/\/accuweb.cloud\/resource\/wp-content\/uploads\/2024\/12\/Step-4-1.png 1433w, https:\/\/accuweb.cloud\/resource\/wp-content\/uploads\/2024\/12\/Step-4-1-300x126.png 300w, https:\/\/accuweb.cloud\/resource\/wp-content\/uploads\/2024\/12\/Step-4-1-1024x432.png 1024w, https:\/\/accuweb.cloud\/resource\/wp-content\/uploads\/2024\/12\/Step-4-1-768x324.png 768w\" sizes=\"(max-width: 1433px) 100vw, 1433px\" \/><\/a><\/p>\n<p>After installation, start the Docker service and enable it to automatically start when the system boots:<\/p>\n<pre><code class=\"language-javascript\"><b>sudo systemctl start docker\r\nsudo systemctl enable docker\r\nsudo systemctl status docker<\/b><\/code><\/pre>\n<p><a href=\"https:\/\/accuweb.cloud\/resource\/wp-content\/uploads\/2024\/12\/Step-4.1.png\"><img loading=\"lazy\" decoding=\"async\" class=\"ack-article-image aligncenter wp-image-49654 size-full\" title=\"Enable Docker service\" src=\"https:\/\/accuweb.cloud\/resource\/wp-content\/uploads\/2024\/12\/Step-4.1.png\" alt=\"Enable Docker service \" width=\"1331\" height=\"603\" srcset=\"https:\/\/accuweb.cloud\/resource\/wp-content\/uploads\/2024\/12\/Step-4.1.png 1331w, https:\/\/accuweb.cloud\/resource\/wp-content\/uploads\/2024\/12\/Step-4.1-300x136.png 300w, https:\/\/accuweb.cloud\/resource\/wp-content\/uploads\/2024\/12\/Step-4.1-1024x464.png 1024w, https:\/\/accuweb.cloud\/resource\/wp-content\/uploads\/2024\/12\/Step-4.1-768x348.png 768w\" sizes=\"(max-width: 1331px) 100vw, 1331px\" \/><\/a><\/p>\n<p>Verify that Docker is installed correctly: docker &#8211;version<br \/>\nNext, install Docker Compose, which helps define and run multi-container <a class=\"ack-link-color\" href=\"https:\/\/accuweb.cloud\/applications\" target=\"_blank\" rel=\"noopener\">applications<\/a> using a YAML file. We will download Docker Compose from GitHub:<br \/>\n<strong>sudo curl -L &#8220;https:\/\/github.com\/docker\/compose\/releases\/download\/v2.29.2\/docker-compose-$(uname -s)-$(uname -m)&#8221; -o \/usr\/bin\/docker-compose<\/strong><br \/>\nMake the Docker Compose file executable: <strong>sudo chmod +x \/usr\/bin\/docker-compose<\/strong><br \/>\nVerify the installation of Docker Compose: <strong>docker-compose &#8211;version<\/strong><\/p>\n<p><a href=\"https:\/\/accuweb.cloud\/resource\/wp-content\/uploads\/2024\/12\/Step-4.2.png\"><img loading=\"lazy\" decoding=\"async\" class=\"ack-article-image aligncenter wp-image-49655 size-full\" title=\"Install Docker Compose\" src=\"https:\/\/accuweb.cloud\/resource\/wp-content\/uploads\/2024\/12\/Step-4.2.png\" alt=\"Install Docker Compose\" width=\"1353\" height=\"601\" srcset=\"https:\/\/accuweb.cloud\/resource\/wp-content\/uploads\/2024\/12\/Step-4.2.png 1353w, https:\/\/accuweb.cloud\/resource\/wp-content\/uploads\/2024\/12\/Step-4.2-300x133.png 300w, https:\/\/accuweb.cloud\/resource\/wp-content\/uploads\/2024\/12\/Step-4.2-1024x455.png 1024w, https:\/\/accuweb.cloud\/resource\/wp-content\/uploads\/2024\/12\/Step-4.2-768x341.png 768w\" sizes=\"(max-width: 1353px) 100vw, 1353px\" \/><\/a><b>Step 5:<\/b> Now that the environment is set up, let&#8217;s write the FastAPI application. In your project directory, create a file called &#8216;main.py&#8217; and add the following code:<\/p>\n<pre><code class=\"language-javascript\">from fastapi import FastAPI\r\nfrom pydantic import BaseModel\r\nfrom transformers import pipeline\r\napp = FastAPI()\r\nsentiment_analyzer = pipeline(\"sentiment-analysis\")\r\nclass TextRequest(BaseModel):\r\ntext: str\r\nclass SentimentResponse(BaseModel):\r\nsentiment: str\r\nconfidence: float\r\n@app.post(\"\/analyzer-sentiment\/\", response_model=SentimentResponse)\r\ndef analyze_sentiment(request: TextRequest):\r\nresult = sentiment_analyzer(request.text)[0]\r\nsentiment = result['label']\r\nconfidence = result['score']\r\nreturn SentimentResponse(sentiment=sentiment, confidence=confidence)<\/code><\/pre>\n<p><a href=\"https:\/\/accuweb.cloud\/resource\/wp-content\/uploads\/2024\/12\/Step-5.png\"><img loading=\"lazy\" decoding=\"async\" class=\"ack-article-image aligncenter wp-image-49656 size-full\" title=\"Write the FastAPI application\" src=\"https:\/\/accuweb.cloud\/resource\/wp-content\/uploads\/2024\/12\/Step-5.png\" alt=\"Write the FastAPI application\" width=\"1376\" height=\"606\" srcset=\"https:\/\/accuweb.cloud\/resource\/wp-content\/uploads\/2024\/12\/Step-5.png 1376w, https:\/\/accuweb.cloud\/resource\/wp-content\/uploads\/2024\/12\/Step-5-300x132.png 300w, https:\/\/accuweb.cloud\/resource\/wp-content\/uploads\/2024\/12\/Step-5-1024x451.png 1024w, https:\/\/accuweb.cloud\/resource\/wp-content\/uploads\/2024\/12\/Step-5-768x338.png 768w\" sizes=\"(max-width: 1376px) 100vw, 1376px\" \/><\/a><\/p>\n<h4 class=\"ack-h4\">Explanation of the Code:<\/h4>\n<ol class=\"ack-ol\">\n<li><b> FastAPI Setup: <\/b>&#8216;FastAPI()&#8217; is the main application instance that manages your API routes.<\/li>\n<li><b> Sentiment Analysis Pipeline:<\/b> We use the Hugging Face &#8216;transformers&#8217; library to load a pre-trained sentiment analysis model.<\/li>\n<li><b> POST Route: <\/b>The &#8216;\/analyze-sentiment\/&#8217; endpoint receives text input, analyzes its sentiment, and returns the sentiment label and confidence score.<\/li>\n<\/ol>\n<div class=\"article-space\"><\/div>\n\t\t<div data-elementor-type=\"section\" data-elementor-id=\"38668\" class=\"elementor elementor-38668\" data-elementor-settings=\"{&quot;ha_cmc_init_switcher&quot;:&quot;no&quot;}\" data-elementor-post-type=\"elementor_library\">\n\t\t\t        <section class=\"elementor-section elementor-top-section elementor-element elementor-element-882321f elementor-section-boxed elementor-section-height-default elementor-section-height-default ct-header-fixed-none ct-row-max-none\" data-id=\"882321f\" data-element_type=\"section\" data-settings=\"{&quot;_ha_eqh_enable&quot;:false}\">\n            \n                        <div class=\"elementor-container elementor-column-gap-default \">\n                    <div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-7cc79cc\" data-id=\"7cc79cc\" data-element_type=\"column\">\n        <div class=\"elementor-widget-wrap elementor-element-populated\">\n                    \n        \t\t<div class=\"elementor-element elementor-element-e31b40f elementor-widget elementor-widget-shortcode\" data-id=\"e31b40f\" data-element_type=\"widget\" data-widget_type=\"shortcode.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-shortcode\"><\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t            <\/div>\n        <\/div>\n                    <\/div>\n        <\/section>\n        \t\t<\/div>\n\t\t\n<div class=\"article-space\"><\/div>\n<p><b>Step 6:<\/b> Next, create a &#8216;Dockerfile&#8217; that will package your FastAPI application inside a Docker container. In the project directory, create the &#8216;Dockerfile&#8217; and add the following content to the &#8216;Dockerfile&#8217;:<\/p>\n<pre><code class=\"language-javascript\">Use an official Python runtime as the base image\r\nFROM python:3.12-slim\r\nWORKDIR \/app\r\nCOPY. \/app\r\nRUN pip install --no-cache-dir fastapi pydantic transformers uvicorn torch\r\nEXPOSE 80\r\nCMD [\"uvicorn\", \"main:app\", \"--host\", \"38.108.127.234\", \"--port\", \"8080\"]<\/code><\/pre>\n<p><a href=\"https:\/\/accuweb.cloud\/resource\/wp-content\/uploads\/2024\/12\/Step-6.png\"><img loading=\"lazy\" decoding=\"async\" class=\"ack-article-image aligncenter wp-image-49657 size-full\" title=\"Create a Dockerfile\" src=\"https:\/\/accuweb.cloud\/resource\/wp-content\/uploads\/2024\/12\/Step-6.png\" alt=\"Create a Dockerfile\" width=\"1344\" height=\"605\" srcset=\"https:\/\/accuweb.cloud\/resource\/wp-content\/uploads\/2024\/12\/Step-6.png 1344w, https:\/\/accuweb.cloud\/resource\/wp-content\/uploads\/2024\/12\/Step-6-300x135.png 300w, https:\/\/accuweb.cloud\/resource\/wp-content\/uploads\/2024\/12\/Step-6-1024x461.png 1024w, https:\/\/accuweb.cloud\/resource\/wp-content\/uploads\/2024\/12\/Step-6-768x346.png 768w\" sizes=\"(max-width: 1344px) 100vw, 1344px\" \/><\/a><\/p>\n<p>This &#8216;Dockerfile&#8217; performs the following actions:<\/p>\n<ul class=\"ack-ul\">\n<li>Uses a lightweight Python image as a base.<\/li>\n<li>Sets up the working directory inside the container.<\/li>\n<li>Copies the current project files into the container.<\/li>\n<li>Installs necessary dependencies.<\/li>\n<li>Exposes port 80 for external access.<\/li>\n<li>Specifies the command to start the FastAPI app using uvicorn.<\/li>\n<\/ul>\n<p><b>Step 7: <\/b>Create docker-compose.yml. To manage your FastAPI container, you&#8217;ll use Docker Compose. Create a &#8216;docker-compose.yml&#8217; file in the project directory and add the following content to the file:<\/p>\n<pre><code class=\"language-javascript\">version: '2.4'\r\nservices:\r\nweb:\r\nbuild:\r\nports:\r\n- \"8000:8080\"\r\nvolumes:\r\n- .:\/app<\/code><\/pre>\n<p><a href=\"https:\/\/accuweb.cloud\/resource\/wp-content\/uploads\/2024\/12\/Step-7.png\"><img loading=\"lazy\" decoding=\"async\" class=\"ack-article-image aligncenter wp-image-49658 size-full\" title=\"Manage your FastAPI container\" src=\"https:\/\/accuweb.cloud\/resource\/wp-content\/uploads\/2024\/12\/Step-7.png\" alt=\"Manage your FastAPI container\" width=\"1356\" height=\"601\" srcset=\"https:\/\/accuweb.cloud\/resource\/wp-content\/uploads\/2024\/12\/Step-7.png 1356w, https:\/\/accuweb.cloud\/resource\/wp-content\/uploads\/2024\/12\/Step-7-300x133.png 300w, https:\/\/accuweb.cloud\/resource\/wp-content\/uploads\/2024\/12\/Step-7-1024x454.png 1024w, https:\/\/accuweb.cloud\/resource\/wp-content\/uploads\/2024\/12\/Step-7-768x340.png 768w\" sizes=\"(max-width: 1356px) 100vw, 1356px\" \/><\/a><\/p>\n<p><b>Step 8:<\/b> Now, let&#8217;s build and run the container using Docker Compose.<br \/>\n<b>Build the Docker Image:<\/b> sudo docker-compose build<\/p>\n<p><a href=\"https:\/\/accuweb.cloud\/resource\/wp-content\/uploads\/2024\/12\/Step-8.png\"><img loading=\"lazy\" decoding=\"async\" class=\"ack-article-image aligncenter wp-image-49659 size-full\" title=\"Run the container\" src=\"https:\/\/accuweb.cloud\/resource\/wp-content\/uploads\/2024\/12\/Step-8.png\" alt=\"Run the container\" width=\"1349\" height=\"607\" srcset=\"https:\/\/accuweb.cloud\/resource\/wp-content\/uploads\/2024\/12\/Step-8.png 1349w, https:\/\/accuweb.cloud\/resource\/wp-content\/uploads\/2024\/12\/Step-8-300x135.png 300w, https:\/\/accuweb.cloud\/resource\/wp-content\/uploads\/2024\/12\/Step-8-1024x461.png 1024w, https:\/\/accuweb.cloud\/resource\/wp-content\/uploads\/2024\/12\/Step-8-768x346.png 768w\" sizes=\"(max-width: 1349px) 100vw, 1349px\" \/><\/a><b>Run the Application:<\/b> sudo docker-compose up<\/p>\n<p><a href=\"https:\/\/accuweb.cloud\/resource\/wp-content\/uploads\/2024\/12\/Step-8.1.png\"><img loading=\"lazy\" decoding=\"async\" class=\"ack-article-image aligncenter wp-image-49660 size-full\" title=\"Run the Application\" src=\"https:\/\/accuweb.cloud\/resource\/wp-content\/uploads\/2024\/12\/Step-8.1.png\" alt=\"Run the Application\" width=\"1412\" height=\"604\" srcset=\"https:\/\/accuweb.cloud\/resource\/wp-content\/uploads\/2024\/12\/Step-8.1.png 1412w, https:\/\/accuweb.cloud\/resource\/wp-content\/uploads\/2024\/12\/Step-8.1-300x128.png 300w, https:\/\/accuweb.cloud\/resource\/wp-content\/uploads\/2024\/12\/Step-8.1-1024x438.png 1024w, https:\/\/accuweb.cloud\/resource\/wp-content\/uploads\/2024\/12\/Step-8.1-768x329.png 768w\" sizes=\"(max-width: 1412px) 100vw, 1412px\" \/><\/a>After running this command, <a class=\"ack-link-color\" href=\"https:\/\/accuweb.cloud\/application\/docker-hosting\" target=\"_blank\" rel=\"noopener\">Docker<\/a> Compose will build the image, start the container, and launch the FastAPI app.<br \/>\n<b>Step 9: <\/b>Access Your FastAPI Application<br \/>\nOnce the container is running, you can access your FastAPI application in the browser. Open a web browser and navigate to: http:\/\/localhost:8000<br \/>\nYou can also view the automatically generated Swagger documentation for your API at: http:\/\/localhost:8000\/docs<br \/>\n<b>Step 10:<\/b> While the application is running, you can manage the Docker container using these commands:<br \/>\n<b>Run in the background (detached mode):<\/b> sudo docker-compose up -d<br \/>\n<b>Stop and remove the container:<\/b> sudo docker-compose down<br \/>\n<b>View logs:<\/b> sudo docker-compose logs<\/p>\n<p><a href=\"https:\/\/accuweb.cloud\/resource\/wp-content\/uploads\/2024\/12\/Step-10.png\"><img loading=\"lazy\" decoding=\"async\" class=\"ack-article-image aligncenter wp-image-49661 size-full\" title=\"Access Your FastAPI application\" src=\"https:\/\/accuweb.cloud\/resource\/wp-content\/uploads\/2024\/12\/Step-10.png\" alt=\"Access Your FastAPI application\" width=\"1744\" height=\"586\" srcset=\"https:\/\/accuweb.cloud\/resource\/wp-content\/uploads\/2024\/12\/Step-10.png 1744w, https:\/\/accuweb.cloud\/resource\/wp-content\/uploads\/2024\/12\/Step-10-300x101.png 300w, https:\/\/accuweb.cloud\/resource\/wp-content\/uploads\/2024\/12\/Step-10-1024x344.png 1024w, https:\/\/accuweb.cloud\/resource\/wp-content\/uploads\/2024\/12\/Step-10-768x258.png 768w, https:\/\/accuweb.cloud\/resource\/wp-content\/uploads\/2024\/12\/Step-10-1536x516.png 1536w\" sizes=\"(max-width: 1744px) 100vw, 1744px\" \/><\/a><\/p>\n<h3 class=\"ack-h3\">Conclusion<\/h3>\n<p>Congratulations! You&#8217;ve successfully set up and run a FastAPI application inside a Docker container using Docker Compose. This setup is not only great for local development but can also be easily scaled and deployed to production environments. With FastAPI&#8217;s speed and Docker&#8217;s portability, you now have a flexible and scalable environment for building and deploying modern <a class=\"ack-link-color\" href=\"https:\/\/accuweb.cloud\/application\/python-hosting\" target=\"_blank\" rel=\"noopener\">Python<\/a> APIs, including those powered by machine learning models.<\/p>\n<div class=\"article-space\"><\/div>\n\t\t<div data-elementor-type=\"section\" data-elementor-id=\"38668\" class=\"elementor elementor-38668\" data-elementor-settings=\"{&quot;ha_cmc_init_switcher&quot;:&quot;no&quot;}\" data-elementor-post-type=\"elementor_library\">\n\t\t\t        <section class=\"elementor-section elementor-top-section elementor-element elementor-element-882321f elementor-section-boxed elementor-section-height-default elementor-section-height-default ct-header-fixed-none ct-row-max-none\" data-id=\"882321f\" data-element_type=\"section\" data-settings=\"{&quot;_ha_eqh_enable&quot;:false}\">\n            \n                        <div class=\"elementor-container elementor-column-gap-default \">\n                    <div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-7cc79cc\" data-id=\"7cc79cc\" data-element_type=\"column\">\n        <div class=\"elementor-widget-wrap elementor-element-populated\">\n                    \n        \t\t<div class=\"elementor-element elementor-element-e31b40f elementor-widget elementor-widget-shortcode\" data-id=\"e31b40f\" data-element_type=\"widget\" data-widget_type=\"shortcode.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-shortcode\"><\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t            <\/div>\n        <\/div>\n                    <\/div>\n        <\/section>\n        \t\t<\/div>\n\t\t\n<div class=\"article-space\"><\/div>\n","protected":false},"author":1,"featured_media":52879,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","class_list":["post-49640","faq","type-faq","status-publish","has-post-thumbnail","hentry","faq_topics-setup-fastapi-application-using-docker-compose","faq_topics-kb","faq_topics-product-documentation","faq_topics-python"],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v20.10 (Yoast SEO v24.5) - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Setup FastAPI Application using Docker Compose: A Quick Guide<\/title>\n<meta name=\"description\" content=\"Learn how to set up a FastAPI application using Docker Compose with step-by-step instructions for seamless deployment.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" 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