[{"data":1,"prerenderedAt":732},["ShallowReactive",2],{"/en-us/blog/fast-python-flask-server-deployment-with-gitlab-google-cloud/":3,"navigation-en-us":39,"banner-en-us":467,"footer-en-us":484,"Noah Ing-Jerez Solis":694,"next-steps-en-us":717},{"_path":4,"_dir":5,"_draft":6,"_partial":6,"_locale":7,"seo":8,"content":16,"config":28,"_id":32,"_type":33,"title":34,"_source":35,"_file":36,"_stem":37,"_extension":38},"/en-us/blog/fast-python-flask-server-deployment-with-gitlab-google-cloud","blog",false,"",{"title":9,"description":10,"ogTitle":9,"ogDescription":10,"noIndex":6,"ogImage":11,"ogUrl":12,"ogSiteName":13,"ogType":14,"canonicalUrls":12,"schema":15},"Fast Python Flask server deployment with GitLab + Google Cloud","This tutorial shows how to use GitLab’s Google Cloud integration to deploy a Python Flask server in less than 10 minutes, helping developers become more independent and efficient.","https://res.cloudinary.com/about-gitlab-com/image/upload/v1750098427/Blog/Hero%20Images/Blog/Hero%20Images/blog-image-template-1800x945_fJKX41PJHKCfSOWw4xQxm_1750098427691.png","https://about.gitlab.com/blog/fast-python-flask-server-deployment-with-gitlab-google-cloud","https://about.gitlab.com","article","\n                        {\n        \"@context\": \"https://schema.org\",\n        \"@type\": \"Article\",\n        \"headline\": \"Fast Python Flask server deployment with GitLab + Google Cloud\",\n        \"author\": [{\"@type\":\"Person\",\"name\":\"Noah Ing\"},{\"@type\":\"Person\",\"name\":\"Jerez Solis\"}],\n        \"datePublished\": \"2024-11-04\",\n      }",{"title":9,"description":10,"authors":17,"heroImage":11,"date":20,"body":21,"category":22,"tags":23},[18,19],"Noah Ing","Jerez Solis","2024-11-04","Deploying an application to the cloud often requires assistance from\nproduction or DevOps engineers. GitLab's Google Cloud integration empowers\ndevelopers to handle deployments independently. In this tutorial, you'll\nlearn how to deploy a Python Flask server to Google Cloud in less than 10\nminutes. Whether you’re a solo developer or part of a large team, this setup\nallows you to deploy applications efficiently.\n\n\nYou'll learn how to:\n\n\n- Create a new project in GitLab\n\n- Create a Flask server utilizing `main.py`\n\n- Utilize the Google Cloud integration to create a Service account\n\n- Utilize the Google Cloud integration to create Cloud Run via a merge\nrequest\n\n- Access your newly deployed Flask server\n\n- Clean up your environment\n\n\n## Prerequisites:\n\n- Owner access on a Google Cloud Platform project\n\n- Working knowledge of Python\n\n- Working knowledge of GitLab CI\n\n- 10 minutes\n\n\n## Step-by-step Python Flask server deployment to Google Cloud\n\n\n**1. Create a new project in GitLab.**\n\n\nWe decided to call our project \"python-flask-cloud-run\" for simplicity.\n\n\n![python flask server - create a new project in\nGitLab](https://res.cloudinary.com/about-gitlab-com/image/upload/v1750098438/Blog/Content%20Images/Blog/Content%20Images/image6_aHR0cHM6_1750098438036.png)\n\n\n**2. Create a flask server utilizing main.py demo.**\n\n\nFind the `main.py` demo here:\n[https://gitlab.com/demos/applications/python-flask-cloud-run](https://gitlab.com/demos/applications/python-flask-cloud-run).\n\n\n```python\n\nimport os\n\n\nfrom flask import Flask\n\n\napp = Flask(__name__)\n\n\n@app.route(\"/\")\n\ndef hello_world():\n    \"\"\"Example Hello World route.\"\"\"\n    name = os.environ.get(\"NAME\", \"World\")\n    return f\"Hello {name}!\"\n\nif __name__ == \"__main__\":\n    app.run(debug=True, host=\"0.0.0.0\", port=int(os.environ.get(\"PORT\", 8080)))\n```\n\n\n**3. Create a `requirements.txt` with the following dependencies.**\n\n\n```\n\nFlask==3.0.3\n\ngunicorn==22.0.0\n\nWerkzeug==3.0.3\n\n```\n\n\n**4. Utilizing the Google Cloud integration, create a Service account.**\n\n\nNavigate to **Operate > Google Cloud > Create Service account**.\n\n\n![python flask server - create service\naccount](https://res.cloudinary.com/about-gitlab-com/image/upload/v1750098438/Blog/Content%20Images/Blog/Content%20Images/image2_aHR0cHM6_1750098438037.png)\n\n\n**5. Also configure the region you would like the Cloud Run instance to\ndeploy to.**\n\n\n![python flask server - configure the\nregion](https://res.cloudinary.com/about-gitlab-com/image/upload/v1750098438/Blog/Content%20Images/Blog/Content%20Images/image1_aHR0cHM6_1750098438038.png)\n\n\n**6. Utilizing the Google Cloud integration, configure Cloud Run via merge\nrequest.**\n\n\n![python flask server -\ndeployments](https://res.cloudinary.com/about-gitlab-com/image/upload/v1750098438/Blog/Content%20Images/Blog/Content%20Images/image7_aHR0cHM6_1750098438041.png)\n\n\n**7. This will open a merge request. Immediately merge this merge request.**\n\n\n![python flask server - enable deployments to Cloud\nRun](https://res.cloudinary.com/about-gitlab-com/image/upload/v1750098438/Blog/Content%20Images/Blog/Content%20Images/image10_aHR0cHM6_1750098438043.png)\n\n\n**Note:** `GCP_PROJECT_ID`, `GCP_REGION`, `GCP_SERVICE_ACCOUNT`,\n`GCP_SERVICE_ACCOUNT_KEY` will all be automatically populated from the\nprevious steps.\n\n\n![python flask server -\nvariables](https://res.cloudinary.com/about-gitlab-com/image/upload/v1750098438/Blog/Content%20Images/Blog/Content%20Images/image9_aHR0cHM6_1750098438044.png)\n\n\n**8. Voila! Check your pipeline and you will see you have successfully\ndeployed to Google Cloud Run utilizing GitLab CI.**\n\n\n![python flask server - update\ndockerfile](https://res.cloudinary.com/about-gitlab-com/image/upload/v1750098438/Blog/Content%20Images/Blog/Content%20Images/image4_aHR0cHM6_1750098438045.png)\n\n\n\u003Cbr>\u003C/br>\n\n\n![python flask server -\ndockerfile](https://res.cloudinary.com/about-gitlab-com/image/upload/v1750098438/Blog/Content%20Images/Blog/Content%20Images/image3_aHR0cHM6_1750098438046.png)\n\n\n**9. Click the Service URL to view your newly deployed Flask server.**\n\n\nNavigate to **Operate > Environments** to see a list of deployments for your\nenvironments.\n\n\n![python flask server - deployments\nlist](https://res.cloudinary.com/about-gitlab-com/image/upload/v1750098438/Blog/Content%20Images/Blog/Content%20Images/image8_aHR0cHM6_1750098438047.png)\n\n\nBy clicking on the environment called **main**, you’ll be able to view a\ncomplete list of deployments specific to that environment.\n\n\n![python flask server - main job\nlisting](https://res.cloudinary.com/about-gitlab-com/image/upload/v1750098438/Blog/Content%20Images/Blog/Content%20Images/image5_aHR0cHM6_1750098438048.png)\n\n\n## Next steps\n\n\nTo get started with developing your Flask application, try adding another\nendpoint. For instance, in your `main.py` file, you can add a **/bye**\nendpoint as shown below:\n\n\n```\n\n@app.route(\"/\")\n\ndef hello_world():\n    \"\"\"Example Hello World route.\"\"\"\n    name = os.environ.get(\"NAME\", \"World\")\n    return f\"Hello {name}!\"\n\n```\n\n\nPush the changes to the repo, and watch the `deploy-to-cloud-run` job deploy\nthe updates. Once it’s complete, go back to the Service URL and navigate to\nthe **/bye** endpoint to see the new functionality in action.\n\n\n## Clean up\n\n\nTo prevent incurring charges on your Google Cloud account for the resources\nused in this tutorial, you can either delete the specific resources or\ndelete the entire Google Cloud project. For detailed instructions, refer to\nthe [cleanup\nguide](https://docs.gitlab.com/ee/tutorials/create_and_deploy_web_service_with_google_cloud_run_component/#clean-up).\n\n\n> For more DevSecOps capabilities, [start a free trial of GitLab\nUltimate and GitLab\nDuo](https://gitlab.com/-/trials/new?glm_content=default-saas-trial&glm_source=about.gitlab.com/blog/%2F).\n","engineering",[24,25,26,27],"tutorial","cloud native","google","solutions architecture",{"slug":29,"featured":30,"template":31},"fast-python-flask-server-deployment-with-gitlab-google-cloud",true,"BlogPost","content:en-us:blog:fast-python-flask-server-deployment-with-gitlab-google-cloud.yml","yaml","Fast Python Flask Server Deployment With Gitlab Google 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