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Getting Started on Heroku with Python | Heroku Dev Center
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installation guides for <a href="https://docs.python.org/3/using/mac.html" target="_blank">macOS</a>, <a href="https://docs.python.org/3/using/windows.html" target="_blank">Windows</a>, and <a href="https://docs.python.org/3/using/unix.html" target="_blank">Linux</a>.</li> <li>An <a href="https://devcenter.heroku.com/articles/eco-dyno-hours">Eco dynos plan</a> subscription (recommended)</li> </ul> <div class="note"> <p>Using dynos and databases to complete this tutorial counts towards your usage. We recommend using our <a href="https://blog.heroku.com/new-low-cost-plans">low-cost plans</a> to complete this tutorial. Eligible students can apply for platform credits through our new <a href="https://blog.heroku.com/github-student-developer-program">Heroku for GitHub Students program</a>.</p> </div> <h2 data-next-message="I have installed Git and the Heroku CLI" id="set-up">Set Up</h2> <div class="callout"> <p>The Heroku CLI requires <a href="https://git-scm.com/">Git</a>, the popular version control system. If you don’t have Git installed, complete the following before proceeding:</p> <ul> <li><a href="https://git-scm.com/book/en/v2/Getting-Started-Installing-Git" target="_blank">Git installation</a></li> <li><a href="https://git-scm.com/book/en/v2/Getting-Started-First-Time-Git-Setup" target="_blank">First-time Git setup</a></li> </ul> </div> <p>Install the <a href="https://devcenter.heroku.com/articles/heroku-cli">Heroku Command Line Interface</a> (CLI). You can use the CLI to manage and scale your applications, provision add-ons, view your logs, and run your application locally.</p> <p>Download and run the installer for your platform:</p> <div class="cli-download"> <div class="text-center"> <div class="download-wrap"> <div class="download-column panel"> <div class="download-title"><img src="/images/cli-apple-logo.svg" class="logo" alt="apple logo">macOS</div> <p></p><pre class=" language-term"><code class=" language-term"><span class="token input"><span class="token prompt">$ </span>brew tap heroku/brew && brew install heroku</span></code></pre><p></p> </div> <div class="download-column panel"> <div class="download-title"><img src="/images/cli-windows-logo.svg" class="logo" alt="windows logo">Windows</div> <p>Download the appropriate installer for your Windows installation:</p> <p> <a href="https://cli-assets.heroku.com/heroku-x64.exe" class="btn btn-primary">64-bit installer</a></p> <p><a href="https://cli-assets.heroku.com/heroku-x86.exe" class="btn btn-primary">32-bit installer</a></p> </div> </div> </div> </div> <p>After installation, you can use the <code>heroku</code> command from your command shell.</p> <div class="only-windows">On Windows, start the Command Prompt (cmd.exe) or Powershell to access the command shell.</div> <p>To log in to the Heroku CLI, use the <code>heroku login</code> command:</p> <pre class="language-term"><code class="language-term">$ heroku login heroku: Press any key to open up the browser to login or q to exit: Opening browser to https://cli-auth.heroku.com/auth/cli/browser/*** Logging in... done Logged in as me@example.com </code></pre> <p>This command opens your web browser to the Heroku login page. If your browser is already logged in to Heroku, simply click the <strong><code>Log in</code></strong> button displayed on the page.</p> <p>This authentication is required for both the <code>heroku</code> and <code>git</code> commands to work correctly.</p> <p>If you have any problems installing or using the Heroku CLI, see the main <a href="https://devcenter.heroku.com/articles/heroku-cli">Heroku CLI</a> article for advice and troubleshooting steps.</p> <div class="note"> <p>If you’re behind a firewall that uses a proxy to connect with external HTTP/HTTPS services, <a href="https://devcenter.heroku.com/articles/using-the-cli#using-an-http-proxy">set the <code>HTTP_PROXY</code> or <code>HTTPS_PROXY</code> environment variables</a> in your local development environment before running the <code>heroku</code> command.</p> </div> <h2 data-next-message="I cloned the app source code" id="clone-the-app">Clone the App</h2> <div class="callout"> <p>If you’re new to Heroku, it’s recommended that you complete this tutorial using the Heroku-provided sample application.</p> <p>If you have an existing application you want to deploy, follow <a href="https://devcenter.heroku.com/articles/preparing-a-codebase-for-heroku-deployment" target="_blank">this article</a> instead.</p> </div> <p>Clone the sample application so that you have a local version of the code. Execute these commands in your local command shell or terminal:</p> <pre class="language-term"><code class="language-term">git clone https://github.com/heroku/python-getting-started.git cd python-getting-started </code></pre> <p>You now have a functioning git repository that contains a simple application. It includes a <code>.python-version</code> file specifying the Python version to use and a <code>requirements.txt</code>, used by Python’s dependency manager, pip.</p> <h2 data-next-message="I know what a Procfile is" id="define-a-procfile">Define a Procfile</h2> <p>Use a <a href="https://devcenter.heroku.com/articles/procfile">Procfile</a>, a text file in the root directory of your application, to explicitly declare what command to execute to start your app.</p> <p>The <code>Procfile</code> in the example app looks like this:</p> <pre><code>web: gunicorn --config gunicorn.conf.py gettingstarted.wsgi </code></pre> <p>This Procfile declares a single process type, <code>web</code>, and the command needed to run it. The name <code>web</code> is important here. It declares that this process type is attached to Heroku’s <a href="https://devcenter.heroku.com/articles/http-routing">HTTP routing</a> stack and receives web traffic when deployed. The command used here runs Gunicorn, the web server, and passes in a configuration file.</p> <p>A Procfile can contain additional process types. For example, you can declare a <a href="https://devcenter.heroku.com/articles/background-jobs-queueing#process-model">background worker process</a> that processes items off a queue.</p> <h3 id="microsoft-windows">Microsoft Windows</h3> <p>The sample app has an additional <code>Procfile</code> for local development on Microsoft Windows, located in the file <code>Procfile.windows</code>. Later tutorial steps use this instead to start a different web server compatible with Windows.</p> <pre><code>web: python manage.py runserver %PORT% </code></pre> <h2 data-next-message="I deployed my app on Heroku" id="create-and-deploy-the-app">Create and Deploy the App</h2> <div class="warning"> <p>Using a dyno and a database to complete this tutorial counts towards your usage. <a href="https://devcenter.heroku.com/articles/heroku-cli-commands#heroku-apps-destroy">Delete your app</a>, and <a href="https://devcenter.heroku.com/articles/heroku-postgresql#removing-the-add-on">database</a> as soon as you’re done to control costs.</p> </div> <p class="devcenter-parser-special-block-separator" style="display:none"> </p> <div class="note"> <p>By default, apps use Eco dynos if you’re subscribed to Eco. Otherwise, it defaults to Basic dynos. The Eco dynos plan is shared across all Eco dynos in your account and is recommended if you plan on deploying many small apps to Heroku. Learn more <a href="https://blog.heroku.com/new-low-cost-plans">here</a>. Eligible students can apply for platform credits through our <a href="https://blog.heroku.com/github-student-developer-program">Heroku for GitHub Students program</a>.</p> </div> <p>To prepare Heroku to receive your source code, create an app:</p> <pre class="language-term"><code class="language-term">$ heroku create Creating app... done, ⬢ serene-caverns-82714 https://serene-caverns-82714.herokuapp.com/ | https://git.heroku.com/serene-caverns-82714.git </code></pre> <p>When you create an app, a git remote called <code>heroku</code> is also created and associated with your local git repository. Git remotes are versions of your repository that live on other servers. You deploy your app by pushing its code to that special Heroku-hosted remote associated with your app.</p> <p>Heroku generates a random name for your app, in this case, <code>serene-caverns-82714</code>. You can <a href="https://devcenter.heroku.com/articles/heroku-cli-commands#heroku-apps-create-app">specify your own app name</a>.</p> <p>Deploy your code. This command pushes the <code>main</code> branch of the sample repo to your <code>heroku</code> remote, which then deploys to Heroku:</p> <pre class="language-term"><code class="language-term">$ git push heroku main Enumerating objects: 673, done. Counting objects: 100% (673/673), done. Delta compression using up to 10 threads Compressing objects: 100% (315/315), done. Writing objects: 100% (673/673), 141.61 KiB | 141.61 MiB/s, done. Total 673 (delta 305), reused 673 (delta 305), pack-reused 0 remote: Resolving deltas: 100% (305/305), done. remote: Updated 28 paths from 9c4e1eb remote: Compressing source files... done. remote: Building source: remote: remote: -----> Building on the Heroku-22 stack remote: -----> Determining which buildpack to use for this app remote: -----> Python app detected remote: -----> Using Python 3.13 specified in .python-version remote: -----> Installing Python 3.13.0 remote: -----> Installing pip 24.0 remote: -----> Installing requirements with pip remote: Collecting django<5.2,>=5.1 (from -r requirements.txt (line 1)) remote: Downloading Django-5.1.2-py3-none-any.whl.metadata (4.2 kB) remote: Collecting gunicorn<24,>=23 (from -r requirements.txt (line 2)) remote: Downloading gunicorn-23.0.0-py3-none-any.whl.metadata (4.4 kB) remote: Collecting dj-database-url<3,>=2 (from -r requirements.txt (line 3)) remote: Downloading dj_database_url-2.2.0-py3-none-any.whl.metadata (12 kB) remote: Collecting whitenoise<7,>=6 (from whitenoise[brotli]<7,>=6->-r requirements.txt (line 4)) remote: Downloading whitenoise-6.7.0-py3-none-any.whl.metadata (3.7 kB) remote: Collecting asgiref<4,>=3.8.1 (from django<5.2,>=5.1->-r requirements.txt (line 1)) remote: Downloading asgiref-3.8.1-py3-none-any.whl.metadata (9.3 kB) remote: Collecting sqlparse>=0.3.1 (from django<5.2,>=5.1->-r requirements.txt (line 1)) remote: Downloading sqlparse-0.5.1-py3-none-any.whl.metadata (3.9 kB) remote: Collecting packaging (from gunicorn<24,>=23->-r requirements.txt (line 2)) remote: Downloading packaging-24.1-py3-none-any.whl.metadata (3.2 kB) remote: Collecting typing-extensions>=3.10.0.0 (from dj-database-url<3,>=2->-r requirements.txt (line 3)) remote: Downloading typing_extensions-4.12.2-py3-none-any.whl.metadata (3.0 kB) remote: Collecting brotli (from whitenoise[brotli]<7,>=6->-r requirements.txt (line 4)) remote: Downloading Brotli-1.1.0-cp313-cp313-manylinux_2_17_x86_64.manylinux2014_x86_64.whl.metadata (5.5 kB) remote: Downloading Django-5.1.2-py3-none-any.whl (8.3 MB) remote: Downloading gunicorn-23.0.0-py3-none-any.whl (85 kB) remote: Downloading dj_database_url-2.2.0-py3-none-any.whl (7.8 kB) remote: Downloading whitenoise-6.7.0-py3-none-any.whl (19 kB) remote: Downloading asgiref-3.8.1-py3-none-any.whl (23 kB) remote: Downloading sqlparse-0.5.1-py3-none-any.whl (44 kB) remote: Downloading typing_extensions-4.12.2-py3-none-any.whl (37 kB) remote: Downloading Brotli-1.1.0-cp313-cp313-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (2.9 MB) remote: Downloading packaging-24.1-py3-none-any.whl (53 kB) remote: Installing collected packages: brotli, whitenoise, typing-extensions, sqlparse, packaging, asgiref, gunicorn, django, dj-database-url remote: Successfully installed asgiref-3.8.1 brotli-1.1.0 dj-database-url-2.2.0 django-5.1.2 gunicorn-23.0.0 packaging-24.1 sqlparse-0.5.1 typing-extensions-4.12.2 whitenoise-6.7.0 remote: -----> $ python manage.py collectstatic --noinput remote: WARNING:root:No DATABASE_URL environment variable set, and so no databases setup remote: 1 static file copied to '/tmp/build_d8f47a2e/staticfiles', 1 post-processed. remote: remote: -----> Discovering process types remote: Procfile declares types -> web remote: remote: -----> Compressing... remote: Done: 28.4M remote: -----> Launching... remote: Released v3 remote: https://serene-caverns-82714.herokuapp.com/ deployed to Heroku remote: remote: Verifying deploy... done. To https://git.heroku.com/serene-caverns-82714.git * [new branch] main -> main </code></pre> <p>The application is now deployed. Ensure that at least one instance of the app is running:</p> <pre class="language-term"><code class="language-term">$ heroku ps:scale web=1 </code></pre> <div class="callout"> <p>If you see the error <code>Couldn't find that process type (web)</code> when running the <code>ps:scale</code>, it means your app is still deploying. Wait a few minutes and try again.</p> </div> <p>Visit the app at the URL shown in the deploy output. As a handy shortcut, you can also open the website as follows:</p> <pre class="language-term"><code class="language-term">$ heroku open </code></pre> <h2 data-next-message="I learned how to see my logs" id="view-logs">View Logs</h2> <p>Heroku treats logs as streams of time-ordered events, aggregated from the output streams of all your app and Heroku components. Heroku provides a single stream for all events.</p> <p>View information about your running app by using one of the <a href="https://devcenter.heroku.com/articles/logging">logging commands</a>, <code>heroku logs --tail</code>:</p> <pre class="language-term"><code class="language-term">$ heroku logs --tail 2024-08-09T09:47:44.952826+00:00 heroku[web.1]: Starting process with command `gunicorn --config gunicorn.conf.py gettingstarted.wsgi` 2024-08-09T09:47:45.469260+00:00 app[web.1]: Python buildpack: Detected 512 MB available memory and 8 CPU cores. 2024-08-09T09:47:45.469380+00:00 app[web.1]: Python buildpack: Defaulting WEB_CONCURRENCY to 2 based on the available memory. 2024-08-09T09:47:45.601543+00:00 app[web.1]: [2024-08-09 09:47:45 +0000] [2] [INFO] Starting gunicorn 22.0.0 2024-08-09T09:47:45.601760+00:00 app[web.1]: [2024-08-09 09:47:45 +0000] [2] [INFO] Listening at: http://0.0.0.0:47467 (2) 2024-08-09T09:47:45.601789+00:00 app[web.1]: [2024-08-09 09:47:45 +0000] [2] [INFO] Using worker: sync 2024-08-09T09:47:45.603478+00:00 app[web.1]: [2024-08-09 09:47:45 +0000] [9] [INFO] Booting worker with pid: 9 2024-08-09T09:47:45.614726+00:00 app[web.1]: [2024-08-09 09:47:45 +0000] [10] [INFO] Booting worker with pid: 10 2024-08-09T09:47:45.727492+00:00 app[web.1]: WARNING:root:No DATABASE_URL environment variable set, and so no databases setup 2024-08-09T09:47:45.728108+00:00 app[web.1]: WARNING:root:No DATABASE_URL environment variable set, and so no databases setup 2024-08-09T09:47:46.130916+00:00 heroku[web.1]: State changed from starting to up 2024-08-09T09:49:13.199257+00:00 heroku[router]: at=info method=GET path="/" host=obscure-river-57066-7943c1b3f701.herokuapp.com request_id=d474cd9e-5b8e-419b-b213-893cd5b1343c fwd="152.37.91.120" dyno=web.1 connect=0ms service=8ms status=200 bytes=7732 protocol=https </code></pre> <p>To generate more log messages, refresh the app’s homepage in your browser.</p> <p>To stop streaming the logs, press <code>Control+C</code>.</p> <h2 data-next-message="I know how to scale my app" id="scale-the-app">Scale the App</h2> <p>After deploying the sample app, it automatically runs on a single web <a href="https://devcenter.heroku.com/articles/dynos">dyno</a>. Think of a dyno as a lightweight container that runs the command specified in the <code>Procfile</code>.</p> <p>You can check how many dynos are running using the <code>ps</code> command:</p> <pre class="language-term"><code class="language-term">$ heroku ps Eco dyno hours quota remaining this month: 999h 50m (99%) Eco dyno usage for this app: 0h 0m (0%) For more information on dyno sleeping and how to upgrade, see: https://devcenter.heroku.com/articles/dyno-sleeping === web (Eco): gunicorn --config gunicorn.conf.py gettingstarted.wsgi (1) web.1: up 2024/08/09 10:47:46 +0100 (~ 4m ago) </code></pre> <p>Scaling an application on Heroku is equivalent to changing the number of running dynos. Scale the number of web dynos to zero:</p> <pre class="language-term"><code class="language-term">$ heroku ps:scale web=0 Scaling dynos... done, now running web at 0:Eco </code></pre> <p>Access the app again by hitting refresh on the web tab, or <code>heroku open</code> to open it in a web tab. You get an error message because you no longer have any web dynos available to serve requests.</p> <p>Scale it up again:</p> <pre class="language-term"><code class="language-term">$ heroku ps:scale web=1 Scaling dynos... done, now running web at 1:Eco </code></pre> <p>By default, apps use Eco dynos if you’re subscribed to <a href="https://devcenter.heroku.com/articles/eco-dyno-hours">Eco</a>. Otherwise, it defaults to Basic dynos. The Eco dynos plan is shared across all Eco dynos in your account and is recommended if you plan on deploying many small apps to Heroku. Eco dynos sleep if they don’t receive any traffic for half an hour. This sleep behavior causes a few seconds delay for the first request upon waking. Eco dynos consume from a monthly, account-level quota of <a href="https://devcenter.heroku.com/articles/eco-dyno-hours">eco dyno hours</a>. As long as you haven’t exhausted the quota, your apps can continue to run.</p> <p>To avoid dyno sleeping, upgrade to a Basic or higher dyno type as described in the <a href="https://devcenter.heroku.com/articles/dyno-types">Dyno Types</a> article. Upgrading to at least Standard dynos allows you to scale up to multiple dynos per process type.</p> <!-- Consider adding heroku logs and encouraging folk to hit it to see different dynos --> <!-- Maybe tie it into Procfile? --> <h2 data-next-message="I installed the app dependencies locally" id="install-app-dependencies-locally">Install App Dependencies Locally</h2> <p>Heroku recognizes an app as a Python app by looking for key files. Including a <code>requirements.txt</code> in the root directory is one way we recognize your Python app.</p> <p>The demo app you deployed already has a <code>requirements.txt</code>, and it looks something like this:</p> <pre><code>django>=5.1,<5.2 gunicorn>=23,<24 dj-database-url>=2,<3 whitenoise[brotli]>=6,<7 </code></pre> <p>The <code>requirements.txt</code> file lists the app’s dependencies. When Heroku deploys an app, the platform reads this file and installs the appropriate Python dependencies using the <code>pip install -r</code> command.</p> <p>To install the dependencies locally, create a virtual environment, also known as a <code>venv</code>. This environment lets you install the packages without affecting your system Python installation.</p> <p>First, check that your local Python version:</p> <pre class="language-term"><code class="language-term">$ python3 --version </code></pre> <p>If your Python version is older than 3.10 you must install a newer version of Python before creating a virtual environment. See the Python installation guides for <a href="https://docs.python.org/3/using/mac.html" target="_blank">macOS</a>, <a href="https://docs.python.org/3/using/windows.html" target="_blank">Windows</a>, and <a href="https://docs.python.org/3/using/unix.html" target="_blank">Linux</a>.</p> <p>Create a virtual environment inside the example app directory with this command:</p> <pre class="language-term"><code class="language-term">$ python3 -m venv --upgrade-deps .venv </code></pre> <p>Next, activate the virtual environment:</p> <p>If you’re on a <strong>Microsoft Windows system</strong>, activate with:</p> <pre class="language-term"><code class="language-term">.\.venv\Scripts\activate </code></pre> <p>Or if you’re on a <strong>macOS/Linux system</strong>, activate with:</p> <pre class="language-term"><code class="language-term">source .venv/bin/activate </code></pre> <p>For help with setting up a virtual environment, see the <a href="https://packaging.python.org/en/latest/guides/installing-using-pip-and-virtual-environments/#creating-a-virtual-environment">Python documentation</a>.</p> <p>Finally, install the dependencies into the newly created environment:</p> <pre class="language-term"><code class="language-term">$ pip install -r requirements.txt </code></pre> <p>Installing the dependencies also installs their dependencies. You can see them by using pip’s feature <code>list</code>:</p> <pre class="language-term"><code class="language-term">$ pip list Package Version ----------------- ------- asgiref 3.8.1 Brotli 1.1.0 dj-database-url 2.2.0 Django 5.1.2 gunicorn 23.0.0 packaging 24.1 pip 24.2 sqlparse 0.5.1 typing_extensions 4.12.2 whitenoise 6.7.0 </code></pre> <p>After installing dependencies, you can run your app locally.</p> <h2 data-next-message="I ran my app locally" id="run-the-app-locally">Run the App Locally</h2> <p><strong>Before continuing, ensure that you have installed the app’s dependencies <a href="#install-app-dependencies-locally">locally</a>.</strong></p> <p>Start your application locally using <code>heroku local</code>, which is a part of the Heroku CLI.</p> <p>If you’re on a <strong>Microsoft Windows system</strong>, run this:</p> <pre class="language-term"><code class="language-term">$ heroku local --port 5006 -f Procfile.windows </code></pre> <p>Or if you’re on a <strong>macOS/Linux system</strong>, use the default <code>Procfile</code> by running:</p> <pre class="language-term"><code class="language-term">$ heroku local --port 5006 </code></pre> <p>Running the command starts up the local web server:</p> <pre class="language-term"><code class="language-term">[OKAY] Loaded ENV .env File as KEY=VALUE Format 10:54:07 AM web.1 | [2024-08-09 10:54:07 +0100] [20108] [INFO] Starting gunicorn 22.0.0 10:54:07 AM web.1 | [2024-08-09 10:54:07 +0100] [20108] [INFO] Listening at: http://0.0.0.0:5006 (20108) 10:54:07 AM web.1 | [2024-08-09 10:54:07 +0100] [20108] [INFO] Using worker: sync 10:54:07 AM web.1 | [2024-08-09 10:54:07 +0100] [20109] [INFO] Booting worker with pid: 20109 </code></pre> <p>Just like Heroku, <code>heroku local</code> uses the <code>Procfile</code> to know what command to execute.</p> <p>To see your app running locally, open <a href="http://localhost:5006">http://localhost:5006</a> with your web browser.</p> <p>To stop the app from running locally, in the CLI, press <code>Control + C</code> to exit.</p> <h2 data-next-message="I pushed my local changes" id="push-local-changes">Push Local Changes</h2> <p>In this step, you propagate a local change to the application to Heroku.</p> <p>Add the <code>requests</code> package to your <code>requirements.txt</code> file:</p> <pre><code>django>=5.1,<5.2 gunicorn>=23,<24 dj-database-url>=2,<3 whitenoise[brotli]>=6,<7 requests </code></pre> <p>Use pip to install the <code>requests</code> package via the updated <code>requirements.txt</code> file:</p> <pre class="language-term"><code class="language-term">$ pip install -r requirements.txt </code></pre> <p>Modify <code>hello/views.py</code> to import the <code>requests</code> module and the Django <code>HttpResponse</code> class at the top of the file:</p> <pre><code>import requests from django.http import HttpResponse </code></pre> <p>Now modify the <code>index</code> method to use the module. Try replacing the current <code>index</code> method with the following code:</p> <pre class="language-python"><code class="language-python">def index(request): r = requests.get('https://httpbin.org/status/418', timeout=10) return HttpResponse('<pre>' + r.text + '</pre>') </code></pre> <p>Now test again locally.</p> <p>If you’re on a <strong>Microsoft Windows system</strong>, run this:</p> <pre class="language-term"><code class="language-term">$ heroku local --port 5006 -f Procfile.windows </code></pre> <p>Or if you’re on a <strong>macOS/Linux system</strong>, use the default <code>Procfile</code> by running:</p> <pre class="language-term"><code class="language-term">$ heroku local --port 5006 </code></pre> <p>Visit your application at <a href="http://localhost:5006">http://localhost:5006</a> to see the output of fetching <a href="https://httpbin.org/status/418">https://httpbin.org/status/418</a>:</p> <pre><code> -=[ teapot ]=- _...._ .' _ _ `. | ."` ^ `". _, \_;`"---"`|// | ;/ \_ _/ `"""` </code></pre> <p>If you see the error <code>Internal Server Error</code> in your browser, and the error <code>ModuleNotFoundError: No module named 'requests'</code> in the terminal log output, check that the <code>requests</code> package installed successfully.</p> <p>Now deploy. Almost every deploy to Heroku follows this same pattern. First, add the modified files to the local git repository:</p> <pre class="language-term"><code class="language-term">$ git add . </code></pre> <p>Now commit the changes to the repository:</p> <pre class="language-term"><code class="language-term">$ git commit -m "Demo" </code></pre> <p>Now deploy as before:</p> <pre class="language-term"><code class="language-term">$ git push heroku main </code></pre> <p>Finally, check that everything is working:</p> <pre class="language-term"><code class="language-term">$ heroku open </code></pre> <h2 data-next-message="I used an add-on" id="provision-a-logging-add-on">Provision a Logging Add-on</h2> <p>Add-ons are third-party cloud services that provide out-of-the-box additional services for your application, from persistence through logging to monitoring and more.</p> <p>By default, Heroku stores 1500 lines of logs from your application, but the full log stream is available as a service. Several add-on providers have logging services that provide things such as log persistence, search, and email and SMS alerts.</p> <p>In this step, you provision one of these logging add-ons, <a href="https://devcenter.heroku.com/articles/papertrail">Papertrail</a>.</p> <p>Provision the Papertrail logging add-on:</p> <pre class="language-term"><code class="language-term">$ heroku addons:create papertrail Creating papertrail on ⬢ serene-caverns-82714... free Welcome to Papertrail. Questions and ideas are welcome (technicalsupport@solarwinds.com). Happy logging! Created papertrail-convex-88929 as PAPERTRAIL_API_TOKEN Use heroku addons:docs papertrail to view documentation </code></pre> <p>The add-on is now deployed and configured for your application. You can list add-ons for your app with this command:</p> <pre class="language-term"><code class="language-term">$ heroku addons </code></pre> <p>To see this particular add-on in action, visit your application’s Heroku URL a few times. Each visit generates more log messages, which get routed to the Papertrail add-on. Visit the Papertrail console to see the log messages:</p> <pre class="language-term"><code class="language-term">$ heroku addons:open papertrail </code></pre> <p>Your browser opens up a Papertrail web console that shows the latest log events. The interface lets you search and set up alerts.</p> <p><img src="https://devcenter2.assets.heroku.com/article-images/2161-imported-1443570569-2161-imported-1443555045-pap-1.png" alt="Screenshot of the console"></p> <h2 data-next-message="I created a one-off dyno that ran a console" id="start-a-console">Start a Console</h2> <p>You can run a command, typically scripts and applications that are part of your app, in a <a href="https://devcenter.heroku.com/articles/one-off-dynos">one-off dyno</a> using the <code>heroku run</code> command. You can also launch a REPL process attached to your local terminal for experimenting in your app’s environment:</p> <pre class="language-term"><code class="language-term">$ heroku run python manage.py shell Running python manage.py shell on ⬢ serene-caverns-82714... up, run.9594 (Eco) Type "help", "copyright", "credits" or "license" for more information. (InteractiveConsole) >>> </code></pre> <p>If you receive an error, <code>Error connecting to process</code>, <a href="https://devcenter.heroku.com/articles/troubleshooting-one-off-dynos-awaiting-process-timeout-issues">configure your firewall</a>.</p> <p>The Python shell runs in the context of your app and all its dependencies. From here, you can import some of your application files. For example, you can run:</p> <pre><code>>>> import requests >>> r = requests.get('https://httpbin.org/status/418', timeout=10) >>> print(r.text) -=[ teapot ]=- _...._ .' _ _ `. | ."` ^ `". _, \_;`"---"`|// | ;/ \_ _/ `"""` </code></pre> <p>To exit the Python shell, run the command <code>exit()</code>.</p> <p>Let’s try another example. Create another one-off dyno and run the <code>bash</code> command to open up a shell on that dyno. You can then execute commands there. Each dyno has its own ephemeral filespace, populated with your app and its dependencies. After the command completes, in this case, <code>bash</code>, the dyno terminates:</p> <pre class="language-term"><code class="language-term">$ heroku run bash Running bash on ⬢ serene-caverns-82714... up, run.3789 (Eco) ~ $ ls -A app.json .env .github hello manage.py Procfile.windows .python-version requirements.txt .cache gettingstarted .gitignore .heroku Procfile .profile.d README.md staticfiles ~ $ exit exit </code></pre> <p>Don’t forget to type <code>exit</code> to exit the shell and terminate the dyno.</p> <h2 data-next-message="I understand config vars" id="define-config-vars">Define Config Vars</h2> <p>Heroku lets you externalize configuration by storing data such as encryption keys or external resource addresses in <a href="https://devcenter.heroku.com/articles/config-vars">config vars</a>.</p> <p>At runtime, config vars are exposed as environment variables to the application.</p> <p>Edit <code>hello/views.py</code>. At the beginning of the file, add a line to import the <code>os</code> module:</p> <pre class="language-python"><code class="language-python">import os from django.http import HttpResponse </code></pre> <p>Now modify the <code>index</code> method so that it repeats an action depending on the value of the <code>TIMES</code> environment variable:</p> <pre class="language-python"><code class="language-python">def index(request): times = int(os.environ.get('TIMES', 3)) return HttpResponse('Hello! ' * times) </code></pre> <p><code>heroku local</code> automatically sets up the environment based on the contents of the <code>.env</code> file in your local directory. In the top-level directory of your sample project, there’s already a <code>.env</code> file that contains:</p> <pre><code>TIMES=2 </code></pre> <p>Run the app with <code>heroku local --port 5006</code> and visit <a href="http://localhost:5006">http://localhost:5006</a> to see “Hello!” twice.</p> <p>To set the config var on Heroku, execute this command:</p> <pre class="language-term"><code class="language-term">$ heroku config:set TIMES=2 </code></pre> <p>View the app’s config vars using <code>heroku config</code>:</p> <pre class="language-term"><code class="language-term">$ heroku config === serene-caverns-82714 Config Vars PAPERTRAIL_API_TOKEN: <SECRET_TOKEN> TIMES: 2 </code></pre> <p>To see this change in action, deploy your changed application to Heroku.</p> <h2 data-next-message="I added a database" id="provision-and-use-a-database">Provision and Use a Database</h2> <p>The <a href="https://elements.heroku.com/addons/categories/data-stores">add-on marketplace</a> has a large number of data stores, from Redis and MongoDB providers, to Postgres and MySQL.</p> <div class="note"> <p>An <code>essential-0</code> Postgres size costs <a href="https://elements.heroku.com/addons/heroku-postgresql">$5 a month, prorated to the minute</a>. At the end of this tutorial, we prompt you to <a href="https://devcenter.heroku.com/articles/heroku-postgresql#removing-the-add-on">delete your database</a> to minimize costs.</p> </div> <p>To provision an <code>essential-0</code> Heroku Postgres add-on, use the <code>addons:create</code> command:</p> <pre class="language-term"><code class="language-term">$ heroku addons:create heroku-postgresql:essential-0 Creating heroku-postgresql:essential-0 on ⬢ serene-caverns-82714... ~$0.007/hour (max $5/month) Database should be available soon postgresql-deep-45610 is being created in the background. The app will restart when complete... Use heroku addons:info postgresql-deep-45610 to check creation progress Use heroku addons:docs heroku-postgresql to view documentation </code></pre> <p>You can find out a more about the database provisioned for your app using the <code>addons</code> command in the CLI:</p> <pre class="language-term"><code class="language-term">$ heroku addons Add-on Plan Price Max price State ───────────────────────────────────────── ─────────── ──────────── ───────── ──────── heroku-postgresql (postgresql-deep-45610) essential-0 ~$0.007/hour $5/month creating └─ as DATABASE ... </code></pre> <p>Listing the config vars for your app displays the URL that your app uses to connect to the database, <code>DATABASE_URL</code>:</p> <pre class="language-term"><code class="language-term">$ heroku config === serene-caverns-82714 Config Vars DATABASE_URL: postgres://ub3r5i9vnl3fnm:<PASSWORD>@c5p86clmevrg5s.cluster-czrs8kj4isg7.us-east-1.rds.amazonaws.com:5432/d10gkj42hdl30i ... </code></pre> <p>Heroku also provides a <code>pg</code> command that shows a lot more:</p> <pre class="language-term"><code class="language-term">$ heroku pg === DATABASE_URL Plan: essential-0 Status: Available Connections: 0/20 PG Version: 16.2 Created: 2024-08-09 09:55 Data Size: 7.57 MB / 1 GB (0.74%) (In compliance) Tables: 0/4000 (In compliance) Fork/Follow: Unsupported Rollback: Unsupported Continuous Protection: Off Add-on: postgresql-deep-45610 </code></pre> <p>This info shows an <code>essential-0</code> database running Postgres v16.2 with no tables.</p> <p>The example app you deployed already has database functionality, however, you must make two small changes to enable it.</p> <p>First, uncomment the two <code>psycopg</code> lines at the end of the <code>requirements.txt</code> file:</p> <pre><code>psycopg[c]; sys_platform == "linux" psycopg[binary]; sys_platform != "linux" </code></pre> <p>These lines ensure that the Postgres database adapter package installs during the build.</p> <p>Next, uncomment the <code>release</code> process line at the end of the <code>Procfile</code> file:</p> <pre><code>release: ./manage.py migrate --no-input </code></pre> <p>This <code>release</code> process entry enables the Heroku <a href="https://devcenter.heroku.com/articles/release-phase">Release Phase</a> feature, and uses it to run any Django database migrations whenever the app deploys.</p> <p>Deploy your changed application to Heroku using the same deployment process as before. You can see Django’s database migrations run after the build:</p> <pre><code>remote: Running release command... remote: remote: Operations to perform: remote: Apply all migrations: auth, contenttypes, hello, sessions remote: Running migrations: remote: Applying contenttypes.0001_initial... OK remote: Applying contenttypes.0002_remove_content_type_name... OK remote: Applying auth.0001_initial... OK remote: Applying auth.0002_alter_permission_name_max_length... OK remote: Applying auth.0003_alter_user_email_max_length... OK remote: Applying auth.0004_alter_user_username_opts... OK remote: Applying auth.0005_alter_user_last_login_null... OK remote: Applying auth.0006_require_contenttypes_0002... OK remote: Applying auth.0007_alter_validators_add_error_messages... OK remote: Applying auth.0008_alter_user_username_max_length... OK remote: Applying auth.0009_alter_user_last_name_max_length... OK remote: Applying auth.0010_alter_group_name_max_length... OK remote: Applying auth.0011_update_proxy_permissions... OK remote: Applying auth.0012_alter_user_first_name_max_length... OK remote: Applying hello.0001_initial... OK remote: Applying sessions.0001_initial... OK remote: Waiting for release.... done. </code></pre> <p>If the build fails with a <code>settings.DATABASES is improperly configured</code> error, check that you provisioned the database add-on before deploying.</p> <p>Visit the database demonstration page by visiting your app’s URL and appending <code>/db</code>. For example, if your app was deployed to <code>https://serene-caverns-82714.herokuapp.com/</code> then visit <code>https://serene-caverns-82714.herokuapp.com/db</code>.</p> <p>Access the <code>/db</code> route again to see a simple page update every time you access it:</p> <pre><code>Page View Report Aug. 9, 2024, 10:07 a.m. Aug. 9, 2024, 10:08 a.m. </code></pre> <p>The code to access the database is straightforward. It uses a simple Django model called <code>Greetings</code> that you can find in <code>hello/models.py</code>.</p> <p>Whenever you visit the <code>/db</code> route of your app, the following method in the <code>hello/views.py</code> file invokes and creates a greeting. It then renders all the existing greetings:</p> <pre class="language-python"><code class="language-python">def db(request): greeting = Greeting() greeting.save() greetings = Greeting.objects.all() return render(request, 'db.html', {'greetings': greetings}) </code></pre> <p>If you have <a href="https://devcenter.heroku.com/articles/heroku-postgresql#local-setup">Postgres installed locally</a>, use the <code>heroku pg:psql</code> command to connect to the remote database and see all the rows:</p> <pre class="language-term"><code class="language-term">$ heroku pg:psql --> Connecting to postgresql-deep-45610 ... Type "help" for help. serene-caverns-82714::DATABASE=> </code></pre> <p>Read more about <a href="https://devcenter.heroku.com/articles/heroku-postgresql">Heroku PostgreSQL</a>.</p> <p>You can use a similar technique to install <a href="https://elements.heroku.com/addons/categories/data-stores">MongoDB or Redis add-ons</a>.</p> <h2 id="next-steps">Next Steps</h2> <p>You now know how to deploy an app, change its configuration, view logs, scale, and attach add-ons.</p> <p>Here’s some recommended reading:</p> <ul> <li>Read <a href="https://devcenter.heroku.com/articles/how-heroku-works">How Heroku Works</a> for a technical overview of the concepts you encounter while writing, configuring, deploying, and running applications.</li> <li>To deploy an existing Python or Django app on Heroku, read <a href="https://devcenter.heroku.com/articles/deploying-python">Deploying Python and Django Apps on Heroku</a>.</li> <li>To learn more about developing and deploying Python applications, visit the <a href="https://devcenter.heroku.com/categories/python-support">Python category</a>.</li> </ul> <div class="note"> <p>Remember to <a href="https://devcenter.heroku.com/articles/heroku-cli-commands#heroku-apps-destroy">delete your example app</a>, and <a href="https://devcenter.heroku.com/articles/heroku-postgresql#removing-the-add-on">database</a> as soon as you’re done with the tutorial, to control costs.</p> </div> <h2 id="delete-your-app-and-add-ons">Delete Your App and Add-ons</h2> <p>Remove the app and database from your account. You’re only charged for the resources you used.</p> <div class="warning"> <p>This action removes your add-on and any data saved in the database.</p> </div> <pre class="language-term"><code class="language-term">$ heroku addons:destroy heroku-postgresql ▸ WARNING: Destructive Action ▸ This command will affect the app serene-caverns-82714 ▸ To proceed, type serene-caverns-82714 or re-run this command with ▸ --confirm serene-caverns-82714 > </code></pre> <div class="warning"> <p>This action permanently deletes your application</p> </div> <pre class="language-term"><code class="language-term">$ heroku apps:destroy ▸ WARNING: This will delete ⬢ serene-caverns-82714 including all add-ons. ▸ To proceed, type serene-caverns-82714 or re-run this command with ▸ --confirm serene-caverns-82714 > </code></pre> <p>You can confirm that your add-on and app are gone with these commands:</p> <pre class="language-term"><code class="language-term">$ heroku addons --all $ heroku apps --all </code></pre> </div> <div class="js-dynamic-tutorial-container"> </div> </div> <script id="js-dynamic-tutorial-template" type="text/x-handlebars-template"> <div class="title-and-language tutorial-title-and-language"> <header class="dynamic-tutorial-header"> <h1>{{title}}</h1> </header> <nav aria-label="Article languages" class="language-select">English — <a href="/ja/articles/getting-started-with-python">日本語に切り替える</a></nav> </div> <div class="modal" id="js-report-problem-modal" tabindex="-1" role="dialog" aria-labelledby="report-a-problem" aria-hidden="true"> <div class="modal-dialog"> <div class="modal-content"> <form class="new_dynamic_tutorial_issue" id="new_dynamic_tutorial_issue" action="/dynamic_tutorial_issues" accept-charset="UTF-8" method="post"><input name="utf8" type="hidden" value="✓" autocomplete="off" /><input type="hidden" name="authenticity_token" value="yoAIFOQKbaaCHfn8mBi2577s6LAyxl7XOjRZdgFxeTbX-hnM4gsXPuBh6ATj_3irlGnZed8vcHgwXXjiPGPVVg" autocomplete="off" /> <div class="modal-header"> <button type="button" class="close" data-dismiss="modal"> <span aria-hidden="true">×</span><span class="sr-only"> Close </span> </button> <h3 class="modal-title" id="report-a-problem">Report a problem</h3> </div> <div class="modal-body"> <p> Please explain what issues you've found and we'll use it to improve this tutorial. </p> <p> Include as much detail as possible, including any error messages and the steps you performed leading up to them. </p> <p> Note: This form is only for feedback on the tutorial. 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