Learn how to use Prefect push work pools to schedule work on serverless infrastructure without having to run a worker.
Push work pools are a special type of work pool. They allow
Prefect Cloud to submit flow runs for execution to serverless computing infrastructure without requiring you to run a worker.
Push work pools currently support execution in AWS ECS tasks, Azure Container Instances, Google Cloud Run jobs, Modal, and Coiled.In this guide you will:
Create a push work pool that sends work to Amazon Elastic Container Service (AWS ECS), Azure Container Instances (ACI),
Google Cloud Run, Modal, or Coiled
Deploy a flow to that work pool
Execute a flow without having to run a worker process to poll for flow runs
You can automatically provision infrastructure and create your push work pool using the prefect work-pool create
CLI command with the --provision-infra flag.
This approach greatly simplifies the setup process.
First, you will set up automatic infrastructure provisioning for push work pools. Then you will learn how to manually
set up your push work pool.
With Perfect Cloud you can provision infrastructure for use with an AWS ECS, Google Cloud Run, ACI push work pool.
Push work pools in Prefect Cloud simplify the setup and management of the infrastructure necessary to run your flows.
However, setting up infrastructure on your cloud provider can still be a time-consuming process.
Prefect dramatically simplifies this process by automatically provisioning the necessary infrastructure for you.We’ll use the prefect work-pool create CLI command with the --provision-infra flag to automatically provision your
serverless cloud resources and set up your Prefect workspace to use a new push pool.
If you want to use AWS managed policies, you can use the following:
AmazonECS_FullAccess
AmazonEC2FullAccess
IAMFullAccess
AmazonEC2ContainerRegistryFullAccess
The above policies give you all the permissions needed, but are more permissive than necessary.Docker is also required to build and push images to your registry.
Install the Azure CLI and
authenticate with your Azure account.If you already have the Azure CLI installed, be sure to update to the latest version with az upgrade.You will also need the following roles in your Azure subscription:
Contributor
User Access Administrator
Application Administrator
Managed Identity Operator
Azure Container Registry Contributor
Docker is also required to build and push images to your registry. You can install Docker
here.
Install the gcloud CLI and
authenticate with your GCP project.If you already have the gcloud CLI installed, be sure to update to the latest version with gcloud components update.You will also need the following permissions in your GCP project:
resourcemanager.projects.list
serviceusage.services.enable
iam.serviceAccounts.create
iam.serviceAccountKeys.create
resourcemanager.projects.setIamPolicy
artifactregistry.repositories.create
Docker is also required to build and push images to your registry. You can install Docker
here.
The --provision-infra flag automatically sets up your default AWS account to execute
flows with ECS tasks.
In your AWS account, this command creates a new IAM user, IAM policy, and
ECS cluster that uses AWS Fargate, VPC, and ECR repository (if they don’t already exist).
In your Prefect workspace, this command creates an
AWSCredentials block for storing the generated credentials.Here’s an abbreviated example output from running the command:
_____________________________________________________________________________________________| Provisioning infrastructure for your work pool my-ecs-pool will require: || || - Creating an IAM user for managing ECS tasks: prefect-ecs-user || - Creating and attaching an IAM policy for managing ECS tasks: prefect-ecs-policy || - Storing generated AWS credentials in a block || - Creating an ECS cluster for running Prefect flows: prefect-ecs-cluster || - Creating a VPC with CIDR 172.31.0.0/16 for running ECS tasks: prefect-ecs-vpc || - Creating an ECR repository for storing Prefect images: prefect-flows |_____________________________________________________________________________________________Proceed with infrastructure provisioning? [y/n]: yProvisioning IAM userCreating IAM policyGenerating AWS credentialsCreating AWS credentials blockProvisioning ECS clusterProvisioning VPCCreating internet gatewaySetting up subnetsSetting up security groupProvisioning ECR repositoryAuthenticating with ECRSetting default Docker build namespaceProvisioning Infrastructure ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 100% 0:00:00Infrastructure successfully provisioned!Created work pool 'my-ecs-pool'!
Default Docker build namespaceAfter infrastructure provisioning completes, you will be logged into your new ECR repository and the default
Docker build namespace will be set to the URL of the registry.
While the default namespace is set, you do not need to provide the registry URL when building images as
part of your deployment process.To take advantage of this, you can write your deploy scripts like this:
example_deploy_script.py
from prefect import flowfrom prefect.docker import DockerImage@flow(log_prints=True)def my_flow(name: str = "world"): print(f"Hello {name}! I'm a flow running in a ECS task!")if __name__ == "__main__": my_flow.deploy( name="my-deployment", work_pool_name="my-work-pool", image=DockerImage( name="my-repository:latest", platform="linux/amd64", ) )
This builds an image with the tag <ecr-registry-url>/my-image:latest and push it to the registry.Your image name needs to match the name of the repository created with your work pool. You can create
new repositories in the ECR console.
The --provision-infra flag automatically sets up your default Azure account to execute
flows through Azure Container Instances.
In your Azure account, this command creates a resource group, app registration, service account with necessary permission,
generates a secret for the app registration, and creates an Azure Container Registry, (if they don’t already exist).
In your Prefect workspace, this command creates an
AzureContainerInstanceCredentials block
to store the client secret value from the generated secret.Here’s an abbreviated example output from running the command:
_____________________________________________________________________________________________| Provisioning infrastructure for your work pool my-aci-work-pool will require: || || Updates in subscription Azure subscription 1 || || - Create a resource group in location eastus || - Create an app registration in Azure AD prefect-aci-push-pool-app || - Create/use a service principal for app registration || - Generate a secret for app registration || - Create an Azure Container Registry with prefix prefect || - Create an identity prefect-acr-identity to allow access to the created registry || - Assign Contributor role to service account || - Create an ACR registry for image hosting || - Create an identity for Azure Container Instance to allow access to the registry || || Updates in Prefect workspace || || - Create Azure Container Instance credentials block aci-push-pool-credentials || |_____________________________________________________________________________________________Proceed with infrastructure provisioning? [y/n]:Creating resource groupCreating app registrationGenerating secret for app registrationCreating ACI credentials blockACI credentials block 'aci-push-pool-credentials' created in Prefect CloudAssigning Contributor role to service accountCreating Azure Container RegistryCreating identityProvisioning infrastructure... ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 100% 0:00:00Infrastructure successfully provisioned for 'my-aci-work-pool' work pool!Created work pool 'my-aci-work-pool'!
Default Docker build namespace
After infrastructure provisioning completes, you are logged into your new Azure Container Registry and
the default Docker build namespace is set to the URL of the registry.
While the default namespace is set, any images you build without specifying a registry or username/organization
are pushed to the registry.To use this capability, write your deploy scripts like this:
example_deploy_script.py
from prefect import flowfrom prefect.docker import DockerImage@flow(log_prints=True)def my_flow(name: str = "world"): print(f"Hello {name}! I'm a flow running on an Azure Container Instance!")if __name__ == "__main__": my_flow.deploy( name="my-deployment", work_pool_name="my-work-pool", image=DockerImage( name="my-image:latest", platform="linux/amd64", ) )
This builds an image with the tag <acr-registry-url>/my-image:latest and pushes it to the registry.
The --provision-infra flag allows you to select a GCP project to use for your work pool and automatically
configures it to execute flows through Cloud Run.
In your GCP project, this command activates the Cloud Run API, creates a service account, and creates a key for the
service account, (if they don’t already exist).
In your Prefect workspace, this command creates a
GCPCredentials block to store the service account key.Here’s an abbreviated example output from running the command:
____________________________________________________________________________________________________________| Provisioning infrastructure for your work pool my-cloud-run-pool will require: || || Updates in GCP project central-kit-405415 in region us-central1 || || - Activate the Cloud Run API for your project || - Activate the Artifact Registry API for your project || - Create an Artifact Registry repository named prefect-images || - Create a service account for managing Cloud Run jobs: prefect-cloud-run || - Service account will be granted the following roles: || - Service Account User || - Cloud Run Developer || - Create a key for service account prefect-cloud-run || || Updates in Prefect workspace || || - Create GCP credentials block my--pool-push-pool-credentials to store the service account key || |____________________________________________________________________________________________________________Proceed with infrastructure provisioning? [y/n]: yActivating Cloud Run APIActivating Artifact Registry APICreating Artifact Registry repositoryConfiguring authentication to Artifact RegistrySetting default Docker build namespaceCreating service accountAssigning roles to service accountCreating service account keyCreating GCP credentials blockProvisioning Infrastructure ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 100% 0:00:00Infrastructure successfully provisioned!Created work pool 'my-cloud-run-pool'!
Default Docker build namespaceAfter infrastructure provisioning completes, you are logged into your new Artifact Registry repository
and the default Docker build namespace is set to the URL of the repository.
While the default namespace is set, any images you build without specifying a registry or username/organization
are pushed to the repository.To use this capability, write your deploy scripts like this:
Using the --provision-infra flag triggers the creation of a ModalCredentials block in your Prefect Cloud workspace.
This block stores your Modal API token, which authenticates with Modal’s API. By default, the token for your
current Modal profile is used for the new ModalCredentials block. If Prefect is unable to discover a Modal
API token for your current profile, you will be prompted to create a new one.
Using the --provision-infra flag triggers the creation of a CoiledCredentials block in your Prefect Cloud workspace.
This block stores your Coiled API token, which authenticates with Coiled’s API.
You’re ready to create and schedule deployments that use your new push work pool.
Reminder that no worker is required to run flows with a push work pool.
Use existing resources with automatic infrastructure provisioning
If you already have the necessary infrastructure set up, Prefect detects that at work pool creation and the
infrastructure provisioning for that resource is skipped.For example, here’s how prefect work-pool create my-work-pool --provision-infra looks when existing Azure resources are detected:
Proceed with infrastructure provisioning? [y/n]: yCreating resource groupResource group 'prefect-aci-push-pool-rg' already exists in location 'eastus'.Creating app registrationApp registration 'prefect-aci-push-pool-app' already exists.Generating secret for app registrationProvisioning infrastructureACI credentials block 'bb-push-pool-credentials' createdAssigning Contributor role to service account...Service principal with object ID '4be6fed7-...' already has the 'Contributor' role assigned in'/subscriptions/.../'Creating Azure Container InstanceContainer instance 'prefect-aci-push-pool-container' already exists.Creating Azure Container Instance credentials blockProvisioning infrastructure... ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 100% 0:00:00Infrastructure successfully provisioned!Created work pool 'my-work-pool'!
Provision infrastructure for an existing push work pool
If you already have a push work pool set up, but haven’t configured the necessary infrastructure, you can use the
provision-infra sub-command to provision the infrastructure for that work pool.
For example, you can run the following command if you have a work pool named “my-work-pool”.
prefect work-pool provision-infra my-work-pool
Prefect creates the necessary infrastructure for the my-work-pool work pool and provides you with a summary
of the changes:
__________________________________________________________________________________________________________________| Provisioning infrastructure for your work pool my-work-pool will require: || || Updates in subscription Azure subscription 1 || || - Create a resource group in location eastus || - Create an app registration in Azure AD prefect-aci-push-pool-app || - Create/use a service principal for app registration || - Generate a secret for app registration || - Assign Contributor role to service account || - Create Azure Container Instance 'aci-push-pool-container' in resource group prefect-aci-push-pool-rg || || Updates in Prefect workspace || || - Create Azure Container Instance credentials block aci-push-pool-credentials || |__________________________________________________________________________________________________________________Proceed with infrastructure provisioning? [y/n]: y
This command speeds up your infrastructure setup process.As with the examples above, you need to have the related cloud CLI library installed and to be authenticated with
your cloud provider.
If you prefer to set up your infrastructure manually, exclude the --provision-infra flag in the CLI command.
In the examples below, you’ll create a push work pool through the Prefect Cloud UI.
AWS ECS
Azure Container Instances
Google Cloud Run
Modal
Coiled
To push work to ECS, AWS credentials are required.Create a user and attach the AmazonECS_FullAccess permissions.From that user’s page, create credentials and store them somewhere safe for use in the next section.
To push work to Azure, you need an Azure subscription, resource group, and tenant secret.Create Subscription and Resource Group
In the Azure portal, create a subscription.
Create a resource group within your subscription.
Create App Registration
In the Azure portal, create an app registration.
In the app registration, create a client secret. Copy the value and store it somewhere safe.
Add App Registration to Resource Group
Navigate to the resource group you created earlier.
Choose the “Access control (IAM)” blade in the left-hand side menu. Click ”+ Add” button at the top, then
“Add role assignment”.
Go to the “Privileged administrator roles” tab, click on “Contributor”, then click “Next” at the bottom of the page.
Click on ”+ Select members”. Type the name of the app registration (otherwise it may not autopopulate) and click to add it.
Then hit “Select” and click “Next”. The default permissions associated with a role like “Contributor” may
not be sufficient for all operations related to Azure Container Instances (ACI). The specific permissions
required depend on the operations you need to perform (like creating, running, and deleting ACI container groups)
and your organization’s security policies. In some cases, additional permissions or custom roles are necessary.
Click “Review + assign” to finish.
You need a GCP service account and an API Key to push work to Cloud Run.Create a service account by navigating to the service accounts page and clicking Create. Name and describe your service account,
and click continue to configure permissions.The service account must have two roles at a minimum: Cloud Run Developer and Service Account User.Once you create the Service account, navigate to its Keys page to add an API key. Create a JSON type key, download it,
and store it somewhere safe for use in the next section.
You need a Modal API token to push work to Modal.Navigate to Settings in the Modal UI to create a Modal API token. In the API Tokens section of the Settings page,
click New Token.Copy the token ID and token secret and store them somewhere safe for use in the next section.
You need a Coiled API token to push work to Coiled.In the Coiled UI click on your avatar and select Profile. Then press the Create API Token button and copy the result. You will need it in the next section.
The push work pool stores information about what type of infrastructure the flow will run on, what default values to
provide to compute jobs, and other important execution environment parameters. Because the push work pool needs to
integrate securely with your serverless infrastructure, you need to store your credentials in Prefect Cloud by making a block.
Navigate to the blocks page, click create new block, and select AWS Credentials for the type.For use in a push work pool, set the region, access key, and access key secret.Provide any other optional information and create your block.
Navigate to the blocks page and click the ”+” at the top to create a new block. Find the Azure Container
Instance Credentials block and click “Add +”.Locate the client ID and tenant ID on your app registration and use the client secret you saved earlier.
Make sure the value of the secret, not the secret ID.Provide any other optional information and click “Create”.
Navigate to the blocks page, click create new block, and select GCP Credentials for the type.For use in a push work pool, this block must have the contents of the JSON key stored in the
Service Account Info field, as such:Provide any other optional information and create your block.
Navigate to the blocks page, click create new block, and select Modal Credentials for the type.For use in a push work pool, this block must have the token ID and token secret stored in the Token ID and Token
Secret fields, respectively.
Navigate to the blocks page, click create new block, and select Coiled Credentials for the type. Provide the API token from the previous section.
Now navigate to the work pools page.
Click Create to configure your push work pool by selecting a push option in the infrastructure type step.
AWS ECS
Azure Container Instances
Google Cloud Run
Modal
Coiled
Each step has several optional fields that are detailed in the
work pools documentation.
Select the block you created under the AWS Credentials field.
This allows Prefect Cloud to securely interact with your ECS cluster.
Fill in the subscription ID and resource group name from the resource group you created.
Add the Azure Container Instance Credentials block you created in the step above.
Each step has several optional fields that are detailed in
Manage infrastructure with work pools.
Select the block you created under the GCP Credentials field.
This allows Prefect Cloud to securely interact with your GCP project.
Each step has several optional fields that are detailed in the
work pools documentation.
Select the block you created under the Modal Credentials field.
This allows Prefect Cloud to securely interact with your Modal account.
Each step has several optional fields that are detailed in the
work pools documentation.
Select the block you created under the Coiled Credentials field.
This allows Prefect Cloud to securely interact with your Coiled account.
Create your pool to be ready to deploy flows to your Push work pool.
You need to configure your deployment to send flow runs to your push work pool.
For example, if you create a deployment through the interactive command line experience,
choose the work pool you just created. If you are deploying an existing prefect.yaml file, the deployment would contain:
work_pool: name: my-push-pool
Deploying your flow to the my-push-pool work pool ensures that runs that are ready for execution are
submitted immediately—without the need for a worker to poll for them.
Serverless infrastructure may require a certain image architectureServerless infrastructure may assume a certain Docker image architecture; for example,
Google Cloud Run will fail to run images built with linux/arm64 architecture. If using Prefect to build your image,
you can change the image architecture through the platform keyword (for example, platform="linux/amd64").
With your deployment created, navigate to its detail page and create a new flow run.
You’ll see the flow start running without polling the work pool, because Prefect Cloud securely connected
to your serverless infrastructure, created a job, ran the job, and reported on its execution.
Learn more about work pools and workers.Learn about installing dependencies at runtime or baking them into your Docker image in the Deploy to Docker guide.
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name`}),_jsx(_components.span,{style:{color:`#CF222E`,\"--shiki-dark\":`#D4D4D4`},children:`=`}),_jsx(_components.span,{style:{color:`#0A3069`,\"--shiki-dark\":`#CE9178`},children:`\"my-image:latest\"`}),_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:`,`})]}),`\n`,_jsxs(_components.span,{className:`line`,children:[_jsx(_components.span,{style:{color:`#953800`,\"--shiki-dark\":`#9CDCFE`},children:` platform`}),_jsx(_components.span,{style:{color:`#CF222E`,\"--shiki-dark\":`#D4D4D4`},children:`=`}),_jsx(_components.span,{style:{color:`#0A3069`,\"--shiki-dark\":`#CE9178`},children:`\"linux/amd64\"`}),_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:`,`})]}),`\n`,_jsx(_components.span,{className:`line`,children:_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:` 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infrastructure provisioning`}),`\n`,_jsx(_components.p,{children:`If you already have the necessary infrastructure set up, Prefect detects that at work pool creation and the\ninfrastructure provisioning for that resource is skipped.`}),`\n`,_jsxs(_components.p,{children:[`For example, here’s how `,_jsx(_components.code,{children:`prefect work-pool create my-work-pool --provision-infra`}),` looks when existing Azure resources are detected:`]}),`\n`,_jsx(CodeBlock,{filename:``,numberOfLines:`17`,language:`shellscript`,children:_jsx(_components.pre,{className:`shiki shiki-themes github-light-default 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aci-push-pool-credentials`}),_jsx(_components.span,{style:{color:`#CF222E`,\"--shiki-dark\":`#D4D4D4`},children:` |`})]}),`\n`,_jsxs(_components.span,{className:`line`,children:[_jsx(_components.span,{style:{color:`#CF222E`,\"--shiki-dark\":`#D4D4D4`},children:`|`}),_jsx(_components.span,{style:{color:`#CF222E`,\"--shiki-dark\":`#D4D4D4`},children:` |`})]}),`\n`,_jsx(_components.span,{className:`line`,children:_jsx(_components.span,{style:{color:`#953800`,\"--shiki-dark\":`#DCDCAA`},children:`__________________________________________________________________________________________________________________`})}),`\n`,_jsxs(_components.span,{className:`line`,children:[_jsx(_components.span,{style:{color:`#953800`,\"--shiki-dark\":`#DCDCAA`},children:`Proceed`}),_jsx(_components.span,{style:{color:`#0A3069`,\"--shiki-dark\":`#CE9178`},children:` with`}),_jsx(_components.span,{style:{color:`#0A3069`,\"--shiki-dark\":`#CE9178`},children:` infrastructure`}),_jsx(_components.span,{style:{color:`#0A3069`,\"--shiki-dark\":`#CE9178`},children:` provisioning?`}),_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:` [y/n]: y`})]}),`\n`]})})}),`\n`,_jsx(_components.p,{children:`This command speeds up your infrastructure setup process.`}),`\n`,_jsx(_components.p,{children:`As with the examples above, you need to have the related cloud CLI library installed and to be authenticated with\nyour cloud provider.`}),`\n`,_jsx(Heading,{level:`2`,id:`manual-infrastructure-provisioning`,children:`Manual infrastructure provisioning`}),`\n`,_jsxs(_components.p,{children:[`If you prefer to set up your infrastructure manually, exclude the `,_jsx(_components.code,{children:`--provision-infra`}),` flag in the CLI command.\nIn the examples below, you’ll create a push work pool through the Prefect Cloud UI.`]}),`\n`,_jsxs(Tabs,{children:[_jsxs(Tab,{title:`AWS ECS`,id:`aws-ecs-3`,children:[_jsx(_components.p,{children:`To push work to ECS, AWS credentials are required.`}),_jsxs(_components.p,{children:[`Create a user and attach the `,_jsx(_components.em,{children:`AmazonECS_FullAccess`}),` permissions.`]}),_jsx(_components.p,{children:`From that user’s page, create credentials and store them somewhere safe for use in the next section.`})]}),_jsxs(Tab,{title:`Azure Container Instances`,id:`azure-container-instances-3`,children:[_jsx(_components.p,{children:`To push work to Azure, you need an Azure subscription, resource group, and tenant secret.`}),_jsx(_components.p,{children:_jsx(_components.strong,{children:`Create Subscription and Resource Group`})}),_jsxs(_components.ol,{children:[`\n`,_jsx(_components.li,{children:`In the Azure portal, create a subscription.`}),`\n`,_jsx(_components.li,{children:`Create a resource group within your subscription.`}),`\n`]}),_jsx(_components.p,{children:_jsx(_components.strong,{children:`Create App Registration`})}),_jsxs(_components.ol,{children:[`\n`,_jsx(_components.li,{children:`In the Azure portal, create an app registration.`}),`\n`,_jsx(_components.li,{children:`In the app registration, create a client secret. Copy the value and store it somewhere safe.`}),`\n`]}),_jsx(_components.p,{children:_jsx(_components.strong,{children:`Add App Registration to Resource Group`})}),_jsxs(_components.ol,{children:[`\n`,_jsx(_components.li,{children:`Navigate to the resource group you created earlier.`}),`\n`,_jsx(_components.li,{children:`Choose the “Access control (IAM)” blade in the left-hand side menu. Click ”+ Add” button at the top, then\n“Add role assignment”.`}),`\n`,_jsx(_components.li,{children:`Go to the “Privileged administrator roles” tab, click on “Contributor”, then click “Next” at the bottom of the page.`}),`\n`,_jsx(_components.li,{children:`Click on ”+ Select members”. Type the name of the app registration (otherwise it may not autopopulate) and click to add it.\nThen hit “Select” and click “Next”. The default permissions associated with a role like “Contributor” may\nnot be sufficient for all operations related to Azure Container Instances (ACI). The specific permissions\nrequired depend on the operations you need to perform (like creating, running, and deleting ACI container groups)\nand your organization’s security policies. In some cases, additional permissions or custom roles are necessary.`}),`\n`,_jsx(_components.li,{children:`Click “Review + assign” to finish.`}),`\n`]})]}),_jsxs(Tab,{title:`Google Cloud Run`,id:`google-cloud-run-3`,children:[_jsx(_components.p,{children:`You need a GCP service account and an API Key to push work to Cloud Run.`}),_jsxs(_components.p,{children:[`Create a service account by navigating to the service accounts page and clicking `,_jsx(_components.em,{children:`Create`}),`. Name and describe your service account,\nand click `,_jsx(_components.em,{children:`continue`}),` to configure permissions.`]}),_jsxs(_components.p,{children:[`The service account must have two roles at a minimum: `,_jsx(_components.em,{children:`Cloud Run Developer`}),` and `,_jsx(_components.em,{children:`Service Account User`}),`.`]}),_jsx(OptimizedImage,{src:`https://mintcdn.com/prefect-bd373955/rm4-_dTLtkmSX6eG/v3/img/guides/gcr-service-account-setup.png?fit=max\u0026auto=format\u0026n=rm4-_dTLtkmSX6eG\u0026q=85\u0026s=6fc561f651b41f62449f14c6f2fa9b57`,alt:`Configuring service account permissions in GCP`,\"data-og-width\":`1170`,width:`1170`,\"data-og-height\":`1016`,height:`1016`,\"data-path\":`v3/img/guides/gcr-service-account-setup.png`,\"data-optimize\":`true`,\"data-opv\":`3`,srcset:`https://mintcdn.com/prefect-bd373955/rm4-_dTLtkmSX6eG/v3/img/guides/gcr-service-account-setup.png?w=280\u0026fit=max\u0026auto=format\u0026n=rm4-_dTLtkmSX6eG\u0026q=85\u0026s=977c00b438dc21e3ace0936a6d108a0d 280w, https://mintcdn.com/prefect-bd373955/rm4-_dTLtkmSX6eG/v3/img/guides/gcr-service-account-setup.png?w=560\u0026fit=max\u0026auto=format\u0026n=rm4-_dTLtkmSX6eG\u0026q=85\u0026s=094606b8a086c345335d0eb18e51b112 560w, https://mintcdn.com/prefect-bd373955/rm4-_dTLtkmSX6eG/v3/img/guides/gcr-service-account-setup.png?w=840\u0026fit=max\u0026auto=format\u0026n=rm4-_dTLtkmSX6eG\u0026q=85\u0026s=073a090abd3201dc842cd87343402367 840w, https://mintcdn.com/prefect-bd373955/rm4-_dTLtkmSX6eG/v3/img/guides/gcr-service-account-setup.png?w=1100\u0026fit=max\u0026auto=format\u0026n=rm4-_dTLtkmSX6eG\u0026q=85\u0026s=909858cefd912995af87a6f726aea9a3 1100w, https://mintcdn.com/prefect-bd373955/rm4-_dTLtkmSX6eG/v3/img/guides/gcr-service-account-setup.png?w=1650\u0026fit=max\u0026auto=format\u0026n=rm4-_dTLtkmSX6eG\u0026q=85\u0026s=6f986dd3bd338a4c6127796254517a22 1650w, https://mintcdn.com/prefect-bd373955/rm4-_dTLtkmSX6eG/v3/img/guides/gcr-service-account-setup.png?w=2500\u0026fit=max\u0026auto=format\u0026n=rm4-_dTLtkmSX6eG\u0026q=85\u0026s=f7de60cf6da1c923d0c951dc1f3d7f4b 2500w`}),_jsxs(_components.p,{children:[`Once you create the Service account, navigate to its `,_jsx(_components.em,{children:`Keys`}),` page to add an API key. Create a JSON type key, download it,\nand store it somewhere safe for use in the next section.`]})]}),_jsxs(Tab,{title:`Modal`,id:`modal-3`,children:[_jsx(_components.p,{children:`You need a Modal API token to push work to Modal.`}),_jsxs(_components.p,{children:[`Navigate to `,_jsx(_components.strong,{children:`Settings`}),` in the Modal UI to create a Modal API token. In the `,_jsx(_components.strong,{children:`API Tokens`}),` section of the Settings page,\nclick `,_jsx(_components.strong,{children:`New Token`}),`.`]}),_jsx(_components.p,{children:`Copy the token ID and token secret and store them somewhere safe for use in the next section.`})]}),_jsxs(Tab,{title:`Coiled`,id:`coiled-3`,children:[_jsx(_components.p,{children:`You need a Coiled API token to push work to Coiled.`}),_jsxs(_components.p,{children:[`In the Coiled UI click on your avatar and select `,_jsx(_components.strong,{children:`Profile`}),`. Then press the `,_jsx(_components.strong,{children:`Create API Token`}),` button and copy the result. You will need it in the next section.`]})]})]}),`\n`,_jsx(Heading,{level:`3`,id:`work-pool-configuration`,children:`Work pool configuration`}),`\n`,_jsx(_components.p,{children:`The push work pool stores information about what type of infrastructure the flow will run on, what default values to\nprovide to compute jobs, and other important execution environment parameters. Because the push work pool needs to\nintegrate securely with your serverless infrastructure, you need to store your credentials in Prefect Cloud by making a block.`}),`\n`,_jsx(Heading,{level:`3`,id:`create-a-credentials-block`,children:`Create a Credentials block`}),`\n`,_jsxs(Tabs,{children:[_jsxs(Tab,{title:`AWS ECS`,id:`aws-ecs-4`,children:[_jsx(_components.p,{children:`Navigate to the blocks page, click create new block, and select AWS Credentials for the type.`}),_jsx(_components.p,{children:`For use in a push work pool, set the region, access key, and access key secret.`}),_jsx(_components.p,{children:`Provide any other optional information and create your block.`})]}),_jsxs(Tab,{title:`Azure Container Instances`,id:`azure-container-instances-4`,children:[_jsx(_components.p,{children:`Navigate to the blocks page and click the ”+” at the top to create a new block. Find the Azure Container\nInstance Credentials block and click “Add +”.`}),_jsx(_components.p,{children:`Locate the client ID and tenant ID on your app registration and use the client secret you saved earlier.\nMake sure the value of the secret, not the secret ID.`}),_jsx(_components.p,{children:`Provide any other optional information and click “Create”.`})]}),_jsxs(Tab,{title:`Google Cloud Run`,id:`google-cloud-run-4`,children:[_jsx(_components.p,{children:`Navigate to the blocks page, click create new block, and select GCP Credentials for the type.`}),_jsx(_components.p,{children:`For use in a push work pool, this block must have the contents of the JSON key stored in the\nService Account Info field, as such:`}),_jsx(OptimizedImage,{src:`https://mintcdn.com/prefect-bd373955/rm4-_dTLtkmSX6eG/v3/img/guides/gcp-creds-block-setup.png?fit=max\u0026auto=format\u0026n=rm4-_dTLtkmSX6eG\u0026q=85\u0026s=93b1d4a0324a6100442e9b231f6c6ad7`,alt:`Configuring GCP Credentials block for use in cloud run push work pools`,\"data-og-width\":`2432`,width:`2432`,\"data-og-height\":`1296`,height:`1296`,\"data-path\":`v3/img/guides/gcp-creds-block-setup.png`,\"data-optimize\":`true`,\"data-opv\":`3`,srcset:`https://mintcdn.com/prefect-bd373955/rm4-_dTLtkmSX6eG/v3/img/guides/gcp-creds-block-setup.png?w=280\u0026fit=max\u0026auto=format\u0026n=rm4-_dTLtkmSX6eG\u0026q=85\u0026s=c3c441f9c38cfc102a2ca1392f345eb2 280w, https://mintcdn.com/prefect-bd373955/rm4-_dTLtkmSX6eG/v3/img/guides/gcp-creds-block-setup.png?w=560\u0026fit=max\u0026auto=format\u0026n=rm4-_dTLtkmSX6eG\u0026q=85\u0026s=84aa018ab14e856179191b48cc2faf85 560w, https://mintcdn.com/prefect-bd373955/rm4-_dTLtkmSX6eG/v3/img/guides/gcp-creds-block-setup.png?w=840\u0026fit=max\u0026auto=format\u0026n=rm4-_dTLtkmSX6eG\u0026q=85\u0026s=c4e71b8a26719cace97fa556cef43fab 840w, https://mintcdn.com/prefect-bd373955/rm4-_dTLtkmSX6eG/v3/img/guides/gcp-creds-block-setup.png?w=1100\u0026fit=max\u0026auto=format\u0026n=rm4-_dTLtkmSX6eG\u0026q=85\u0026s=c1b7852945f82dab21d487937cda4f0b 1100w, https://mintcdn.com/prefect-bd373955/rm4-_dTLtkmSX6eG/v3/img/guides/gcp-creds-block-setup.png?w=1650\u0026fit=max\u0026auto=format\u0026n=rm4-_dTLtkmSX6eG\u0026q=85\u0026s=7c98527a3dc845dcdf291fa1a8ff348c 1650w, https://mintcdn.com/prefect-bd373955/rm4-_dTLtkmSX6eG/v3/img/guides/gcp-creds-block-setup.png?w=2500\u0026fit=max\u0026auto=format\u0026n=rm4-_dTLtkmSX6eG\u0026q=85\u0026s=8742ed514b91c0b80679a1761c3989fd 2500w`}),_jsx(_components.p,{children:`Provide any other optional information and create your block.`})]}),_jsxs(Tab,{title:`Modal`,id:`modal-4`,children:[_jsx(_components.p,{children:`Navigate to the blocks page, click create new block, and select Modal Credentials for the type.`}),_jsx(_components.p,{children:`For use in a push work pool, this block must have the token ID and token secret stored in the Token ID and Token\nSecret fields, respectively.`})]}),_jsx(Tab,{title:`Coiled`,id:`coiled-4`,children:_jsx(_components.p,{children:`Navigate to the blocks page, click create new block, and select Coiled Credentials for the type. Provide the API token from the previous section.`})})]}),`\n`,_jsx(Heading,{level:`3`,id:`create-a-push-work-pool`,children:`Create a push work pool`}),`\n`,_jsxs(_components.p,{children:[`Now navigate to the work pools page.\nClick `,_jsx(_components.strong,{children:`Create`}),` to configure your push work pool by selecting a push option in the infrastructure type step.`]}),`\n`,_jsxs(Tabs,{children:[_jsx(Tab,{title:`AWS ECS`,id:`aws-ecs-5`,children:_jsxs(_components.p,{children:[`Each step has several optional fields that are detailed in the\n`,_jsx(_components.a,{href:`/v3/deploy/infrastructure-concepts/work-pools/`,children:`work pools documentation`}),`.\nSelect the block you created under the AWS Credentials field.\nThis allows Prefect Cloud to securely interact with your ECS cluster.`]})}),_jsx(Tab,{title:`Azure Container Instances`,id:`azure-container-instances-5`,children:_jsx(_components.p,{children:`Fill in the subscription ID and resource group name from the resource group you created.\nAdd the Azure Container Instance Credentials block you created in the step above.`})}),_jsx(Tab,{title:`Google Cloud Run`,id:`google-cloud-run-5`,children:_jsxs(_components.p,{children:[`Each step has several optional fields that are detailed in\n`,_jsx(_components.a,{href:`/v3/deploy/infrastructure-concepts/work-pools/`,children:`Manage infrastructure with work pools`}),`.\nSelect the block you created under the GCP Credentials field.\nThis allows Prefect Cloud to securely interact with your GCP project.`]})}),_jsx(Tab,{title:`Modal`,id:`modal-5`,children:_jsxs(_components.p,{children:[`Each step has several optional fields that are detailed in the\n`,_jsx(_components.a,{href:`/v3/deploy/infrastructure-concepts/work-pools/`,children:`work pools documentation`}),`.\nSelect the block you created under the Modal Credentials field.\nThis allows Prefect Cloud to securely interact with your Modal account.`]})}),_jsx(Tab,{title:`Coiled`,id:`coiled-5`,children:_jsxs(_components.p,{children:[`Each step has several optional fields that are detailed in the\n`,_jsx(_components.a,{href:`/v3/deploy/infrastructure-concepts/work-pools/`,children:`work pools documentation`}),`.\nSelect the block you created under the Coiled Credentials field.\nThis allows Prefect Cloud to securely interact with your Coiled account.`]})})]}),`\n`,_jsx(_components.p,{children:`Create your pool to be ready to deploy flows to your Push work pool.`}),`\n`,_jsx(Heading,{level:`2`,id:`deployment`,children:`Deployment`}),`\n`,_jsxs(_components.p,{children:[`You need to configure your `,_jsx(_components.a,{href:`/v3/how-to-guides/deployment_infra/docker`,children:`deployment`}),` to send flow runs to your push work pool.\nFor example, if you create a deployment through the interactive command line experience,\nchoose the work pool you just created. If you are deploying an existing `,_jsx(_components.code,{children:`prefect.yaml`}),` file, the deployment would contain:`]}),`\n`,_jsx(CodeBlock,{filename:``,numberOfLines:`2`,language:`yaml`,children:_jsx(_components.pre,{className:`shiki shiki-themes github-light-default dark-plus`,style:{backgroundColor:`#ffffff`,\"--shiki-dark-bg\":`#0B0C0E`,color:`#1f2328`,\"--shiki-dark\":`#D4D4D4`},language:`yaml`,children:_jsxs(_components.code,{language:`yaml`,numberOfLines:`2`,children:[_jsxs(_components.span,{className:`line`,children:[_jsx(_components.span,{style:{color:`#116329`,\"--shiki-dark\":`#569CD6`},children:` work_pool`}),_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:`:`})]}),`\n`,_jsxs(_components.span,{className:`line`,children:[_jsx(_components.span,{style:{color:`#116329`,\"--shiki-dark\":`#569CD6`},children:` name`}),_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:`: `}),_jsx(_components.span,{style:{color:`#0A3069`,\"--shiki-dark\":`#CE9178`},children:`my-push-pool`})]}),`\n`]})})}),`\n`,_jsxs(_components.p,{children:[`Deploying your flow to the `,_jsx(_components.code,{children:`my-push-pool`}),` work pool ensures that runs that are ready for execution are\nsubmitted immediately—without the need for a worker to poll for them.`]}),`\n`,_jsxs(Warning,{children:[_jsx(_components.p,{children:_jsx(_components.strong,{children:`Serverless infrastructure may require a certain image architecture`})}),_jsxs(_components.p,{children:[`Serverless infrastructure may assume a certain Docker image architecture; for example,\nGoogle Cloud Run will fail to run images built with `,_jsx(_components.code,{children:`linux/arm64`}),` architecture. If using Prefect to build your image,\nyou can change the image architecture through the `,_jsx(_components.code,{children:`platform`}),` keyword (for example, `,_jsx(_components.code,{children:`platform=\"linux/amd64\"`}),`).`]})]}),`\n`,_jsx(Heading,{level:`2`,id:`putting-it-all-together`,children:`Putting it all together`}),`\n`,_jsx(_components.p,{children:`With your deployment created, navigate to its detail page and create a new flow run.\nYou’ll see the flow start running without polling the work pool, because Prefect Cloud securely connected\nto your serverless infrastructure, created a job, ran the job, and reported on its execution.`}),`\n`,_jsx(Heading,{level:`2`,id:`usage-limits`,children:`Usage Limits`}),`\n`,_jsx(_components.p,{children:`Push work pool usage is unlimited. However push work pools limit flow runs to 24 hours.`}),`\n`,_jsx(Heading,{level:`2`,id:`next-steps`,children:`Next steps`}),`\n`,_jsxs(_components.p,{children:[`Learn more about `,_jsx(_components.a,{href:`/v3/deploy/infrastructure-concepts/work-pools/`,children:`work pools`}),` and `,_jsx(_components.a,{href:`/v3/deploy/infrastructure-concepts/workers/`,children:`workers`}),`.`]}),`\n`,_jsxs(_components.p,{children:[`Learn about installing dependencies at runtime or baking them into your Docker image in the `,_jsx(_components.a,{href:`/v3/how-to-guides/deployment_infra/docker#automatically-build-a-custom-docker-image-with-a-local-dockerfile`,children:`Deploy to Docker`}),` guide.`]})]})}function MDXContent(props={}){const{wrapper:MDXLayout}={..._provideComponents(),...props.components};return MDXLayout?_jsx(MDXLayout,{...props,children:_jsx(_createMdxContent,{...props})}):_createMdxContent(props)}return{default:MDXContent};function _missingMdxReference(id,component){throw new 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