Men-deploy layanan Cloud Run menggunakan Cloud Code untuk Cloud Shell
Tetap teratur dengan koleksi
Simpan dan kategorikan konten berdasarkan preferensi Anda.
Pelajari cara menyiapkan dan men-deploy aplikasi contoh Hello World ke
Cloud Run dan melihat status resource layanan aktif Anda.
Sebelum memulai
Sign in to your Google Cloud account. If you're new to
Google Cloud,
create an account to evaluate how our products perform in
real-world scenarios. New customers also get $300 in free credits to
run, test, and deploy workloads.
In the Google Cloud console, on the project selector page,
select or create a Google Cloud project.
Dari status bar Cloud Code, pilih New Application.
Pilih Cloud Run application sebagai jenis aplikasi pilihan Anda.
Dari daftar aplikasi contoh, pilih aplikasi Hello World. Misalnya, memilih
Python (Flask): Hello World akan membuat aplikasi Hello World
Python (Flask) pemula.
Pilih folder sebagai lokasi aplikasi Anda, lalu klik
Create New Application. Cloud Shell Editor memuat aplikasi di ruang kerja baru. Setelah ruang kerja dimuat, aplikasi Anda dapat diakses dalam tampilan penjelajah.
Men-deploy ke Cloud Run
Untuk men-deploy aplikasi Anda ke Cloud Run:
Pilih perintah Deploy to Cloud Run menggunakan
palet perintah (dapat diakses dengan Ctrl/Cmd+Shift+P).
Tindakan ini akan memunculkan UI Deployment Cloud Run.
Jika diminta, beri otorisasi Cloud Code untuk melakukan Google Cloud panggilan API.
Tetapkan project Google Cloud Anda.
Jika diminta, aktifkan Cloud Run API dengan mengklik Enable APIs.
Di dialog Deploy ke Cloud Run, pilih layanan yang sudah ada sebelumnya atau buat layanan baru.
Jika Anda membuat layanan baru, pilih Cloud Run (terkelola sepenuhnya)
di bagian Platform Deployment.
Pilih region tujuan deployment.
Untuk Autentikasi, pilih Izinkan pemanggilan yang tidak diautentikasi untuk menjadikannya layanan publik.
Setelah Anda menentukan setelan pilihan, klik Deploy.
Cloud Code akan membangun image Anda, mengirimkannya ke registry, lalu men-deploy aplikasi Anda ke Cloud Run. Layanan Anda kini sudah aktif.
Lihat layanan yang berjalan dengan membuka URL yang ditampilkan di
dialog Cloud Run: Deploy.
Mengedit layanan Anda
Untuk mengedit aplikasi Anda:
Dengan tampilan Explorer, temukan file app.py yang menerapkan perilaku
layanan.
Ubah pesan "It's running!" menjadi pesan pilihan Anda.
Setelah Anda melakukan perubahan ini, pilih perintah Deploy to Cloud Run
menggunakan palet perintah.
Pastikan layanan yang Anda buat dipilih di Setelan Layanan.
Klik Deploy.
Setelah aplikasi selesai di-build dan di-deploy, Anda dapat memuat ulang layanan untuk melihat pesan yang diperbarui.
Melihat log
Anda juga dapat melihat log dari aplikasi yang di-deploy dengan Log Viewer yang disertakan dalam Cloud Code.
Untuk melihat log:
Untuk membuka Cloud Run Explorer, klik
Cloud Code, lalu luaskan bagian Cloud Run.
Klik kanan layanan Cloud Run Anda, lalu klik Lihat log.
Refresh aplikasi Anda di browser, dan lihat log baru yang dibuat dengan mengklik tombol refresh Log.
Pembersihan
Agar akun Google Cloud Anda tidak dikenai biaya untuk
resource yang digunakan di halaman ini, ikuti langkah-langkah berikut:
In the Google Cloud console, go to the Manage resources page.
In the project list, select the project that you
want to delete, and then click Delete.
In the dialog, type the project ID, and then click
Shut down to delete the project.
Jika Anda menggunakan project yang sudah ada dan ingin menghapus resource yang Anda buat untuk panduan memulai ini:
Image container: Meskipun Cloud Run tidak mengenakan biaya saat layanan tidak digunakan, Anda mungkin tetap
dikenai biaya atas penyimpanan image container di Artifact Registry.
Untuk menghapus image, buka halaman Artifact Registry, pilih repositori yang berisi image Anda, pilih image Anda, klik Hapus, lalu klik Hapus.
Layanan Cloud Run: Untuk menghapus layanan Cloud Run, dari halaman Cloud Run di konsolGoogle Cloud , pilih layanan yang ingin Anda hapus, klik Hapus, lalu klik Hapus.
Buka halaman Cloud Run
[[["Mudah dipahami","easyToUnderstand","thumb-up"],["Memecahkan masalah saya","solvedMyProblem","thumb-up"],["Lainnya","otherUp","thumb-up"]],[["Sulit dipahami","hardToUnderstand","thumb-down"],["Informasi atau kode contoh salah","incorrectInformationOrSampleCode","thumb-down"],["Informasi/contoh yang saya butuhkan tidak ada","missingTheInformationSamplesINeed","thumb-down"],["Masalah terjemahan","translationIssue","thumb-down"],["Lainnya","otherDown","thumb-down"]],["Terakhir diperbarui pada 2025-09-05 UTC."],[[["\u003cp\u003eYou can deploy a sample Hello World application to Cloud Run using the Cloud Shell Editor, selecting from a list of starter applications like Python (Flask).\u003c/p\u003e\n"],["\u003cp\u003eDeploying involves authorizing Cloud Code, setting your Google Cloud project, enabling the Cloud Run API, and choosing deployment settings like region and authentication.\u003c/p\u003e\n"],["\u003cp\u003eAfter deploying, you can easily edit your live service by modifying the source code, then redeploying with the updated changes directly from the command palette.\u003c/p\u003e\n"],["\u003cp\u003eCloud Code's Log Viewer allows you to monitor the logs of your deployed application, aiding in real-time observation and debugging.\u003c/p\u003e\n"],["\u003cp\u003eTo avoid charges, you have the option to delete the entire project or individual resources like container images and the Cloud Run service directly through the Google Cloud console.\u003c/p\u003e\n"]]],[],null,["Learn how to set up and deploy a sample Hello World application to\nCloud Run and view the status of your live service's resources.\n\nBefore you begin\n\n- Sign in to your Google Cloud account. If you're new to Google Cloud, [create an account](https://console.cloud.google.com/freetrial) to evaluate how our products perform in real-world scenarios. New customers also get $300 in free credits to run, test, and deploy workloads.\n- In the Google Cloud console, on the project selector page,\n select or create a Google Cloud project.\n\n | **Note**: If you don't plan to keep the resources that you create in this procedure, create a project instead of selecting an existing project. After you finish these steps, you can delete the project, removing all resources associated with the project.\n\n [Go to project selector](https://console.cloud.google.com/projectselector2/home/dashboard)\n-\n [Verify that billing is enabled for your Google Cloud project](/billing/docs/how-to/verify-billing-enabled#confirm_billing_is_enabled_on_a_project).\n\n- In the Google Cloud console, on the project selector page,\n select or create a Google Cloud project.\n\n | **Note**: If you don't plan to keep the resources that you create in this procedure, create a project instead of selecting an existing project. After you finish these steps, you can delete the project, removing all resources associated with the project.\n\n [Go to project selector](https://console.cloud.google.com/projectselector2/home/dashboard)\n-\n [Verify that billing is enabled for your Google Cloud project](/billing/docs/how-to/verify-billing-enabled#confirm_billing_is_enabled_on_a_project).\n\nCreate an application\n\n1. [Launch the Cloud Shell Editor](https://ide.cloud.google.com).\n2. From the Cloud Code status bar, select **New Application**.\n3. Choose **Cloud Run application** as your preferred application type.\n4. From the list of sample applications, choose a Hello World app. For example, choosing `Python (Flask): Hello World` creates a starter Python (Flask) Hello World app.\n5. Select a folder as your application location and then click **Create New Application**. Cloud Shell Editor loads the application in a new workspace. After the workspace loads, your app is accessible in the explorer view.\n\nDeploy to Cloud Run\n\nTo deploy your application to Cloud Run:\n\n1. Choose the **Deploy to Cloud Run** command using the command palette (accessible with `Ctrl`/`Cmd`+`Shift`+`P`). This brings up the Cloud Run Deploy UI.\n2. If prompted, authorize Cloud Code to make Google Cloud API calls.\n3. Set your Google Cloud project.\n4. If prompted, enable the Cloud Run API by clicking **Enable APIs**.\n5. In the Deploy to Cloud Run dialog, select a pre-existing service or create a new one.\n6. If you're creating a new service, choose **Cloud Run (fully managed)** under Deployment Platform.\n7. Choose a region to deploy to.\n8. For Authentication, select **Allow unauthenticated invocations** to make this a public service.\n9. After you define your preferred settings, click **Deploy**. Cloud Code builds your image, pushes it to the registry, and deploys your app to Cloud Run. Your service is now live.\n10. View your running service by following the URL displayed in your Cloud Run: Deploy dialog.\n\nEdit your service\n\nTo edit your application:\n\n1. With the Explorer view, find the `app.py` file that implements the service behavior.\n2. Change the message \"It's running!\" to a message of your choosing.\n3. After you make this change, choose the **Deploy to Cloud Run** command using the command palette.\n4. Check that the service you created is selected in Service Settings.\n5. Click **Deploy**.\n6. After your application finishes building and deploying, you can refresh your service to see your updated message.\n\nView logs\n\nYou can also view logs from your deployed application with the Log Viewer\nthat comes with Cloud Code.\n\nTo view logs:\n\n1. To open the Cloud Run Explorer, click **Cloud Code** and then expand the **Cloud Run** section.\n2. Right-click your Cloud Run service and then click **View logs**.\n3. Refresh your app in the browser, and see the new logs generated by clicking the Logs refresh button.\n\nClean up\n\n\nTo avoid incurring charges to your Google Cloud account for\nthe resources used on this page, follow these steps:\n\n| **Caution** : Deleting a project has the following effects:\n|\n| - **Everything in the project is deleted.** If you used an existing project for the tasks in this document, when you delete it, you also delete any other work you've done in the project.\n| - **Custom project IDs are lost.** When you created this project, you might have created a custom project ID that you want to use in the future. To preserve the URLs that use the project ID, such as an `appspot.com` URL, delete selected resources inside the project instead of deleting the whole project.\n|\n|\n| If you plan to explore multiple architectures, tutorials, or quickstarts, reusing projects\n| can help you avoid exceeding project quota limits.\n1. In the Google Cloud console, go to the **Manage resources** page.\n\n [Go to Manage resources](https://console.cloud.google.com/iam-admin/projects)\n2. In the project list, select the project that you want to delete, and then click **Delete**.\n3. In the dialog, type the project ID, and then click **Shut down** to delete the project.\n\nIf you're using a pre-existing project and want to delete the resources you created for this\nquickstart:\n\n- **Container image:** While Cloud Run doesn't charge when a service isn't in use, you might still be [charged for storing the container image in Artifact Registry](/artifact-registry/pricing). To delete your image, open the Artifact Registry page, select the repository that contains your image, select your image, click **Delete** , and then click **Delete** . \n\n [Open the Artifact Registry page](https://console.cloud.google.com/artifacts)\n- **Cloud Run service:** To delete a Cloud Run service, from the Cloud Run page in the Google Cloud console, select the service you'd like to delete, click **Delete** , and then click **Delete** .\n\n \u003cbr /\u003e\n\n [Open the Cloud Run page](https://console.cloud.google.com/run)\n\nWhat's next\n\n- Discover the features that the [Cloud Shell Editor interface](/shell/docs/editor-overview) offers.\n- Learn how to [configure Cloud Shell](/shell/docs/configuring-cloud-shell) to customize your experience."]]
Cloud Code, lalu luaskan bagian Cloud Run.