{"ok": true, "database": "tils", "table": "til", "rows": [{"path": "docker_docker-compose-for-django-development.md", "topic": "docker", "title": "Docker Compose for Django development", "url": "https://github.com/simonw/til/blob/main/docker/docker-compose-for-django-development.md", "body": "I had to get Docker Compose working for a Django project, primarily to make it easier for other developers to get a working development environment.\n\nSome features of this project:\n\n- Uses GeoDjango, so needs GDAL etc for the Django app plus a PostgreSQL server running PostGIS\n- Already has a `Dockerfile` used for the production deployment, but needed a separate one for the development environment\n- Makes extensive use of Django migrations (over 100 and counting)\n\nI ended up with this `docker-compose.yml` file in the root of the project:\n\n```yaml\nversion: \"3.1\"\n\nvolumes:\n  postgresql-data:\nservices:\n  database:\n    image: postgis/postgis:13-3.1\n    restart: always\n    expose:\n      - \"5432\"\n    ports:\n      - \"5432:5432\"\n    volumes:\n      - postgresql-data:/var/lib/postgresql/data\n    environment:\n      POSTGRES_USER: postgres\n      POSTGRES_DB: mydb\n      POSTGRES_PASSWORD: postgres\n  web:\n    container_name: myapp\n    platform: linux/amd64\n    build:\n      context: .\n      dockerfile: Dockerfile.dev\n    command: python manage.py runserver 0.0.0.0:3000\n    environment:\n      DATABASE_URL: postgres://postgres:postgres@database:5432/mydb\n      DEBUG: 1\n    volumes:\n      - .:/app\n    ports:\n      - \"3000:3000\"\n    depends_on:\n      - migrations\n      - database\n  migrations:\n    platform: linux/amd64\n    build:\n      context: .\n      dockerfile: Dockerfile.dev\n    command: python manage.py migrate --noinput\n    environment:\n      DATABASE_URL: postgres://postgres:postgres@database:5432/mydb\n    volumes:\n      - .:/app\n    depends_on:\n      - database\n```\nThe `db` container runs PostGIS. It uses a named volume to persist PostgreSQL data in between container restarts.\n\nThe `web` container runs the Django development server, built using the custom `Dockerfile.dev` Dockerfile.\n\nThe `migrations` container simply runs the apps migrations and then terminates - with `depends_on` used to ensure that migrations run after the hdatabase server starts and before the web server.\n\nBoth `web` and `migrations` include a `platform: linux/amd64` property - this ensures they will work on M1 Macs even if the Python dependencies are not yet easily compiled for that architecture, see [Running Docker on an M1 Mac](https://til.simonwillison.net/macos/running-docker-on-remote-m1).\n\nThe `container_name: myapp` field on the `web` container is a convenience which means you can later run commands like this:\n\n    docker exec -it myapp ./manage.py collectstatic\n\nHere's `Dockerfile.dev`:\n\n```dockerfile\nFROM python:3.9-slim\n\nENV APP_HOME /app\nWORKDIR $APP_HOME\n\nENV PYTHONUNBUFFERED 1\n\n# gdal for GeoDjango\nRUN apt-get update && apt-get install -y \\\n    binutils \\\n    gdal-bin \\\n    libproj-dev \\\n    git \\\n    && rm -rf /var/lib/apt/lists/*\n\nCOPY requirements.txt .\nRUN pip install --no-cache-dir -r requirements.txt\n\nWORKDIR $APP_HOME/myapp\n\nRUN ./manage.py collectstatic --no-input\n\nCMD python manage.py runserver 0.0.0.0:3000\n```", "html": "<p>I had to get Docker Compose working for a Django project, primarily to make it easier for other developers to get a working development environment.</p>\n<p>Some features of this project:</p>\n<ul>\n<li>Uses GeoDjango, so needs GDAL etc for the Django app plus a PostgreSQL server running PostGIS</li>\n<li>Already has a <code>Dockerfile</code> used for the production deployment, but needed a separate one for the development environment</li>\n<li>Makes extensive use of Django migrations (over 100 and counting)</li>\n</ul>\n<p>I ended up with this <code>docker-compose.yml</code> file in the root of the project:</p>\n<div class=\"highlight highlight-source-yaml\"><pre><span class=\"pl-ent\">version</span>: <span class=\"pl-s\"><span class=\"pl-pds\">\"</span>3.1<span class=\"pl-pds\">\"</span></span>\n\n<span class=\"pl-ent\">volumes</span>:\n  <span class=\"pl-ent\">postgresql-data</span>:\n<span class=\"pl-ent\">services</span>:\n  <span class=\"pl-ent\">database</span>:\n    <span class=\"pl-ent\">image</span>: <span class=\"pl-s\">postgis/postgis:13-3.1</span>\n    <span class=\"pl-ent\">restart</span>: <span class=\"pl-s\">always</span>\n    <span class=\"pl-ent\">expose</span>:\n      - <span class=\"pl-s\"><span class=\"pl-pds\">\"</span>5432<span class=\"pl-pds\">\"</span></span>\n    <span class=\"pl-ent\">ports</span>:\n      - <span class=\"pl-s\"><span class=\"pl-pds\">\"</span>5432:5432<span class=\"pl-pds\">\"</span></span>\n    <span class=\"pl-ent\">volumes</span>:\n      - <span class=\"pl-s\">postgresql-data:/var/lib/postgresql/data</span>\n    <span class=\"pl-ent\">environment</span>:\n      <span class=\"pl-ent\">POSTGRES_USER</span>: <span class=\"pl-s\">postgres</span>\n      <span class=\"pl-ent\">POSTGRES_DB</span>: <span class=\"pl-s\">mydb</span>\n      <span class=\"pl-ent\">POSTGRES_PASSWORD</span>: <span class=\"pl-s\">postgres</span>\n  <span class=\"pl-ent\">web</span>:\n    <span class=\"pl-ent\">container_name</span>: <span class=\"pl-s\">myapp</span>\n    <span class=\"pl-ent\">platform</span>: <span class=\"pl-s\">linux/amd64</span>\n    <span class=\"pl-ent\">build</span>:\n      <span class=\"pl-ent\">context</span>: <span class=\"pl-s\">.</span>\n      <span class=\"pl-ent\">dockerfile</span>: <span class=\"pl-s\">Dockerfile.dev</span>\n    <span class=\"pl-ent\">command</span>: <span class=\"pl-s\">python manage.py runserver 0.0.0.0:3000</span>\n    <span class=\"pl-ent\">environment</span>:\n      <span class=\"pl-ent\">DATABASE_URL</span>: <span class=\"pl-s\">postgres://postgres:postgres@database:5432/mydb</span>\n      <span class=\"pl-ent\">DEBUG</span>: <span class=\"pl-c1\">1</span>\n    <span class=\"pl-ent\">volumes</span>:\n      - <span class=\"pl-s\">.:/app</span>\n    <span class=\"pl-ent\">ports</span>:\n      - <span class=\"pl-s\"><span class=\"pl-pds\">\"</span>3000:3000<span class=\"pl-pds\">\"</span></span>\n    <span class=\"pl-ent\">depends_on</span>:\n      - <span class=\"pl-s\">migrations</span>\n      - <span class=\"pl-s\">database</span>\n  <span class=\"pl-ent\">migrations</span>:\n    <span class=\"pl-ent\">platform</span>: <span class=\"pl-s\">linux/amd64</span>\n    <span class=\"pl-ent\">build</span>:\n      <span class=\"pl-ent\">context</span>: <span class=\"pl-s\">.</span>\n      <span class=\"pl-ent\">dockerfile</span>: <span class=\"pl-s\">Dockerfile.dev</span>\n    <span class=\"pl-ent\">command</span>: <span class=\"pl-s\">python manage.py migrate --noinput</span>\n    <span class=\"pl-ent\">environment</span>:\n      <span class=\"pl-ent\">DATABASE_URL</span>: <span class=\"pl-s\">postgres://postgres:postgres@database:5432/mydb</span>\n    <span class=\"pl-ent\">volumes</span>:\n      - <span class=\"pl-s\">.:/app</span>\n    <span class=\"pl-ent\">depends_on</span>:\n      - <span class=\"pl-s\">database</span></pre></div>\n<p>The <code>db</code> container runs PostGIS. It uses a named volume to persist PostgreSQL data in between container restarts.</p>\n<p>The <code>web</code> container runs the Django development server, built using the custom <code>Dockerfile.dev</code> Dockerfile.</p>\n<p>The <code>migrations</code> container simply runs the apps migrations and then terminates - with <code>depends_on</code> used to ensure that migrations run after the hdatabase server starts and before the web server.</p>\n<p>Both <code>web</code> and <code>migrations</code> include a <code>platform: linux/amd64</code> property - this ensures they will work on M1 Macs even if the Python dependencies are not yet easily compiled for that architecture, see <a href=\"https://til.simonwillison.net/macos/running-docker-on-remote-m1\" rel=\"nofollow\">Running Docker on an M1 Mac</a>.</p>\n<p>The <code>container_name: myapp</code> field on the <code>web</code> container is a convenience which means you can later run commands like this:</p>\n<pre><code>docker exec -it myapp ./manage.py collectstatic\n</code></pre>\n<p>Here's <code>Dockerfile.dev</code>:</p>\n<div class=\"highlight highlight-source-dockerfile\"><pre><span class=\"pl-k\">FROM</span> python:3.9-slim\n\n<span class=\"pl-k\">ENV</span> APP_HOME /app\n<span class=\"pl-k\">WORKDIR</span> $APP_HOME\n\n<span class=\"pl-k\">ENV</span> PYTHONUNBUFFERED 1\n\n<span class=\"pl-c\"><span class=\"pl-c\">#</span> gdal for GeoDjango</span>\n<span class=\"pl-k\">RUN</span> apt-get update &amp;&amp; apt-get install -y \\\n    binutils \\\n    gdal-bin \\\n    libproj-dev \\\n    git \\\n    &amp;&amp; rm -rf /var/lib/apt/lists/*\n\n<span class=\"pl-k\">COPY</span> requirements.txt .\n<span class=\"pl-k\">RUN</span> pip install --no-cache-dir -r requirements.txt\n\n<span class=\"pl-k\">WORKDIR</span> $APP_HOME/myapp\n\n<span class=\"pl-k\">RUN</span> ./manage.py collectstatic --no-input\n\n<span class=\"pl-k\">CMD</span> python manage.py runserver 0.0.0.0:3000</pre></div>\n", "shot": {"$base64": true, 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"}, 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