Ravish Mallya
08/21/2025, 10:16 AMMarvin
08/21/2025, 10:17 AMMarvin
08/21/2025, 10:17 AMMarvin
08/21/2025, 10:24 AMcluster
(and other ECS job variables) to a different ECS cluster, the worker will submit the task to that target cluster. The worker’s own ECS cluster does not constrain where it launches tasks.
Key requirements/considerations:
- Permissions: The worker’s AWS credentials must allow ecs:RunTask, ecs:DescribeTasks, iam:PassRole (for your task role), logs permissions, etc., on the target cluster’s account/region.
- Region: If the target cluster is in a different region, make sure the worker’s AWS client is configured for that region (e.g., via AWS_REGION/AWS_DEFAULT_REGION
on the worker) or use a per-deployment region setting if you maintain one. Many teams run one worker per region to keep this simple.
- Networking: Ensure the subnets/security groups you provide are valid for the target cluster’s VPC.
Example deployment job_variables (typical fields):
job_variables:
cluster: "arn:aws:ecs:us-east-1:123456789012:cluster/other-cluster"
launch_type: "FARGATE"
cpu: 1024
memory: 2048
image: "<http://123456789012.dkr.ecr.us-east-1.amazonaws.com/prefect:latest|123456789012.dkr.ecr.us-east-1.amazonaws.com/prefect:latest>"
task_role_arn: "arn:aws:iam::123456789012:role/my-task-role"
execution_role_arn: "arn:aws:iam::123456789012:role/my-execution-role"
subnets: ["subnet-abc", "subnet-def"]
security_groups: ["sg-0123456789abcdef0"]
assign_public_ip: true
environment:
PREFECT_API_URL: "<https://api.prefect.cloud/api/accounts/.../workspaces/...>"
Docs for reference:
- ECS worker guide: Prefect 3 ECS guide
- Overriding deployment job variables: Customize job variables
Quick check: Are your two ECS clusters in the same AWS region/account? If they’re cross-region or cross-account, I can suggest the cleanest config for region and IAM.Marvin
08/21/2025, 10:24 AMjob_variables
override the work pool’s base job template. The worker uses the merged result to submit the ECS task.
- One worker can target many clusters: as long as it has the right AWS credentials/permissions, it can launch tasks in any cluster you specify per deployment.
- IAM and region gotchas:
- Ensure the worker’s AWS identity can call ecs:RunTask
, ecs:DescribeClusters
, ecs:RegisterTaskDefinition
, iam:PassRole
(for task/execution roles), CloudWatch Logs permissions, and required EC2 networking permissions in the target cluster’s account/region.
- If you’re targeting multiple regions or accounts, pass credentials/region per deployment (e.g., via an AwsCredentials block in job_variables
) or run a worker per region.
- Make sure networking settings (subnets, security groups, assign_public_ip, capacity provider/launch type) match the target cluster’s VPC.
Example deployment snippet (Prefect 3.x) showing cluster override:
deployments:
- name: my-flow-on-cluster-b
entrypoint: flows/my_flow.py:flow
work_pool:
name: my-ecs-pool
job_variables:
# per-deployment overrides
cluster: arn:aws:ecs:us-east-1:123456789012:cluster/cluster-b
subnets: ["subnet-abc", "subnet-def"]
security_groups: ["sg-12345"]
launch_type: FARGATE
cpu: 1024
memory: 2048
image: <http://123456789012.dkr.ecr.us-east-1.amazonaws.com/my-image:latest|123456789012.dkr.ecr.us-east-1.amazonaws.com/my-image:latest>
# optionally target another account/region
# aws_credentials: { block: "my-prod-aws-creds" }
Docs for deeper details:
- ECS worker guide: Prefect ECS guide
- Work pools and precedence: Work pools
- Overriding job variables per deployment: Customize job variables
If you share which regions/accounts your clusters live in, I can suggest the cleanest way to handle credentials/region (per-deployment vs per-worker).