cloud_documentation_updated / Cloud_Run(1).txt
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Be there for the latest AI innovations at Google Cloud Next, April 9-11 in Vegas—register today.Cloud RunBuild apps or websites quickly on a fully managed platformRun frontend and backend services, batch jobs, host LLMs, and queue processing workloads without the need to manage infrastructure.Get two million requests free per month.Try it in consoleContact salesProduct highlightsThe flexibility of containers with the simplicity of serverlessStart with source code and run your app in 20+ regions at onceOnly pay when your code is runningDeploy and build web apps and websitesCloud Run in a minute1:32FeaturesAny language, any library, any binaryYou can write code using your favorite language, framework, and libraries, package it up as a container, run "gcloud run deploy," and your app will be live—provided with everything it needs to run in production. Building a container is completely optional. If you're using Go, Node.js, Python, Java, .NET Core, or Ruby, you can use the source-based deployment option that builds the container for you, using the best practices for the language you're using. Fast autoscalingWhether you own event-driven, long running services, or deploy containerized jobs to process data, Cloud Run automatically scales your containers up and down from zero—this means you only pay when your code is running.GPUs(Now in public preview) On-demand access to NVIDIA L4 GPUs for running AI inference workloads. GPU instances start in 5 seconds and scale to zero.Host your LLMs on Cloud RunRead blogCloud Run functions(Now in public preview) Write and deploy functions directly with Cloud Run, giving you complete control over the underlying service configuration.Cloud Functions is now Cloud Run functionsRead blogAutomatically build container images from your sourceCloud Run can also automate how you get to production, using buildpacks to enable you to deploy directly from source—without having to install Docker on your machine. You can automate your builds and deploy your code whenever new commits are pushed to a given branch of a Git repository.Run scheduled jobs to completionCloud Run jobs allow you to perform batch processing, with instances running in parallel. Execute run-to-completion jobs that do not respond to HTTP requests—all on a serverless platform. Let your jobs run for up to 24 hours.Direct VPC connectivitySend traffic to a VPC network directly and connect with all the services you have running on the VPC. View all featuresHow It WorksCloud Run is a fully managed platform that enables you to run your code directly on top of Google’s scalable infrastructure. Cloud Run is simple, automated, and designed to make you more productive.View documentationWhat is Cloud Run?Common UsesWebsites and web applicationsDeploy and host a website with Cloud RunBuild your web app using your favorite stack, access your SQL database, and render dynamic HTML pages. Cloud Run also gives you the ability to scale to zero when there are no requests coming to your website.In this codelab, you'll begin with a Docker image created via Cloud Build, which you trigger in Cloud Shell. Then, you'll deploy that image to Cloud Run with a command in Cloud Shell.Start codelabBuild and deploy a Python service to Cloud RunBuild and deploy a Node.js service to Cloud RunView full list of supported languages for web servicesTutorials, quickstarts, & labsDeploy and host a website with Cloud RunBuild your web app using your favorite stack, access your SQL database, and render dynamic HTML pages. Cloud Run also gives you the ability to scale to zero when there are no requests coming to your website.In this codelab, you'll begin with a Docker image created via Cloud Build, which you trigger in Cloud Shell. Then, you'll deploy that image to Cloud Run with a command in Cloud Shell.Start codelabBuild and deploy a Python service to Cloud RunBuild and deploy a Node.js service to Cloud RunView full list of supported languages for web servicesAI inference workloadsHost LLMs with Cloud Run GPUsPerform real-time AI inferencing using LLMs of your choice on Cloud Run, including Llama 3.1, Mistral, and Gemma 2. Also ideal for compute-intensive applications, such as image recognition, video transcoding, and streaming.Configure GPUsBest practices: AI inference on Cloud Run with GPUsLearn more about GPUs on Google CloudSign up for Cloud Run with GPUsTutorials, quickstarts, & labsHost LLMs with Cloud Run GPUsPerform real-time AI inferencing using LLMs of your choice on Cloud Run, including Llama 3.1, Mistral, and Gemma 2. Also ideal for compute-intensive applications, such as image recognition, video transcoding, and streaming.Configure GPUsBest practices: AI inference on Cloud Run with GPUsLearn more about GPUs on Google CloudSign up for Cloud Run with GPUsAPIs and microservicesYou can build a REST API, GraphQL API, or private microservices that communicate over HTTP or gRPC.Deploy to Cloud Run from a Git repositoryServe traffic from multiple regionsUsing WebSocketsUsing gRPC Tutorials, quickstarts, & labsYou can build a REST API, GraphQL API, or private microservices that communicate over HTTP or gRPC.Deploy to Cloud Run from a Git repositoryServe traffic from multiple regionsUsing WebSocketsUsing gRPC Streaming data processingCloud Run services can receive messages from Pub/Sub push subscriptions and events from Eventarc.Trigger from Pub/Sub pushTutorials, quickstarts, & labsCloud Run services can receive messages from Pub/Sub push subscriptions and events from Eventarc.Trigger from Pub/Sub pushBatch data processingRun scripts, cron jobs, or parallelized data processing workloads. Great for long running jobs or jobs where time to completion matters.Execute jobs on a scheduleTutorials, quickstarts, & labsRun scripts, cron jobs, or parallelized data processing workloads. Great for long running jobs or jobs where time to completion matters.Execute jobs on a schedulePricingHow Cloud Run pricing worksPay-per-use, with an always free tier, rounded up to the nearest 100 millisecond. If you don't use it, you don't pay for it. SKUPrice beyond free tier without discountFreeCPU$0.00001800 / vCPU-secondFirst 240,000 vCPU-seconds free per monthMemory$0.00000200 / GiB-secondFirst 450,000 GiB-seconds free per monthView pricing details Lower continuous use of Cloud Run by purchasing Committed use discounts.How Cloud Run pricing worksPay-per-use, with an always free tier, rounded up to the nearest 100 millisecond. If you don't use it, you don't pay for it. CPUPrice beyond free tier without discount$0.00001800 / vCPU-secondFreeFirst 240,000 vCPU-seconds free per monthMemoryPrice beyond free tier without discount$0.00000200 / GiB-secondFreeFirst 450,000 GiB-seconds free per monthView pricing details Lower continuous use of Cloud Run by purchasing Committed use discounts.PRICING CALCULATOREstimate your monthly Cloud Run costs, including region specific pricing and fees.Estimate your costsCUSTOM QUOTEConnect with our sales team to get a custom quote for your organization.Request a quoteStart your proof of conceptTry using Cloud Run in the console, with two million requests free per month.Go to my consoleHave a large project?Contact salesDeploy a sample containerQuickstartSimple integrationsCloud Run integrationsMigrate to Cloud RunMigrate an existing serviceBusiness CaseExplore how other businesses cut costs, increase ROI, and drive innovation with Cloud RunBBC: Keeping up with a busy news day with an end-to-end serverless architectureThe BBC went from running 150-200 container instances to over 1,000 during a massive traffic spike. “And the infrastructure just worked.”Read the storyRelated contentCarrefour: Optimizing customer engagement and shopping experiencesThe L’Oréal Beauty Tech Data PlatformGroupe Les Echos: A web modernization storyFeatured customersPartners & IntegrationCloud Run easily integrates with a wide variety of partner technologies.Partners:See all partnersFAQExpand allCan you deploy and host a website with Cloud Run? With Cloud Run, you can manage and deploy your website without any of the overhead that you need for VM- or Kubernetes-based deployments. Not only is that a simpler approach from a management perspective, but it also gives you the ability to scale to zero when there are no requests coming to your website.Deploy and host a website with Cloud RunWhat's the difference between Cloud Run and App Engine? Cloud Run is designed to improve upon the App Engine experience, incorporating many of the best features of both App Engine standard environment and App Engine flexible environment. Cloud Run services can handle the same workloads as App Engine services, including deploying and hosting websites, but Cloud Run offers customers much more flexibility in implementing these services. Compare App Engine and Cloud RunOther resources and supportView resourcesCommited use discountsGoogle Accountjamzith [email protected]