miniwdl-omics-run 0.7.0

WDL launcher for Amazon Omics

miniwdl-omics-run

This command-line tool makes it easier to launch WDL runs on the AWS HealthOmics workflow service. It uses miniwdl locally to register WDL workflows, validate command-line inputs, and start a run.

pip3 install miniwdl-omics-run

miniwdl-omics-run \
    --role {SERVICE_ROLE_NAME} \
    --output-uri s3://{BUCKET_NAME}/{PREFIX} \
    {MAIN_WDL_FILE} input1=value1 input2=value2 ...

Quick start

Prerequisites: Unix command line with Python & pip; up-to-date AWS CLI installed locally, and configured with full access to your AWS account.

First a few one-time account setup steps (S3 bucket, IAM service role, ECR repo), then launching a test workflow.

S3 bucket

Create an S3 bucket with a test input file.

AWS_ACCOUNT_ID=$(aws sts get-caller-identity --query Account --output text)
AWS_DEFAULT_REGION=$(aws configure get region)

aws s3 mb --region "$AWS_DEFAULT_REGION" "s3://${AWS_ACCOUNT_ID}-${AWS_DEFAULT_REGION}-omics"
echo test | aws s3 cp - s3://${AWS_ACCOUNT_ID}-${AWS_DEFAULT_REGION}-omics/test/test.txt

Service role

Create an IAM service role for your Omics workflow runs to use (to access S3, ECR, etc.).

aws iam create-role --role-name poweromics --assume-role-policy-document '{
    "Version":"2012-10-17",
    "Statement":[{
        "Effect":"Allow",
        "Action":"sts:AssumeRole",
        "Principal":{"Service":"omics.amazonaws.com"}
    }]
}'

aws iam attach-role-policy --role-name poweromics \
    --policy-arn arn:aws:iam::aws:policy/PowerUserAccess

WARNING: PowerUserAccess, suggested here only for brevity, is far more powerful than needed. See Omics docs on service roles for the least privileges necessary, especially if you plan to use third-party WDL and/or Docker images.

ECR repository

Create an ECR repository suitable for Omics to pull Docker images from.

aws ecr create-repository --repository-name omics
aws ecr set-repository-policy --repository-name omics --policy-text '{
    "Version": "2012-10-17",
    "Statement": [{
        "Sid": "omics workflow",
        "Effect": "Allow",
        "Principal": {"Service": "omics.amazonaws.com"},
        "Action": [
            "ecr:GetDownloadUrlForLayer",
            "ecr:BatchGetImage",
            "ecr:BatchCheckLayerAvailability"
        ]
    }]
}'

Push a plain Ubuntu image to the repository.

ECR_ENDPT="${AWS_ACCOUNT_ID}.dkr.ecr.${AWS_DEFAULT_REGION}.amazonaws.com"
aws ecr get-login-password | docker login --username AWS --password-stdin "$ECR_ENDPT"

docker pull --platform linux/amd64 ubuntu:22.04
docker tag ubuntu:22.04 "${ECR_ENDPT}/omics:ubuntu-22.04"
docker push "${ECR_ENDPT}/omics:ubuntu-22.04"

Run test workflow

pip3 install miniwdl-omics-run
wget https://raw.githubusercontent.com/miniwdl-ext/miniwdl-omics-run/main/test/TestFlow.wdl

miniwdl-omics-run TestFlow.wdl \
    input_txt_file="s3://${AWS_ACCOUNT_ID}-${AWS_DEFAULT_REGION}-omics/test/test.txt" \
    docker="${AWS_ACCOUNT_ID}.dkr.ecr.${AWS_DEFAULT_REGION}.amazonaws.com/omics:ubuntu-22.04" \
    --role poweromics --output-uri "s3://${AWS_ACCOUNT_ID}-${AWS_DEFAULT_REGION}-omics/test/out"

This zips up the specified WDL, registers it as an Omics workflow, validates the given inputs, and starts the workflow run.

The WDL source code may be set to a local filename or a public HTTP(S) URL. The tool automatically bundles any WDL files imported by the main one. On subsequent invocations, it'll reuse the previously-registered workflow if the source code hasn't changed, or add a new workflow version if it has.

The command-line interface accepts WDL inputs using the input_key=value syntax exactly like miniwdl run, including the option of a JSON file with --input FILE.json. Each input File must be set to an existing S3 URI accessible by the service role.

Advice

• Omics can use Docker images only from your ECR in the same account & region.
  • This often means pulling, re-tagging, and pushing images as illustrated above with ubuntu:22.04.
  • And editing any WDL tasks that hard-code docker image tags to take them as inputs instead.
  • Each ECR repository must have the Omics-specific repository policy set as shown above.
  • We therefore tend to use a single ECR repository for multiple Docker images, disambiguating them using lengthier tags.
  • If you prefer to use per-image repositories, just remember to set the repository policy on each one.
• To quickly list a workflow's inputs, try miniwdl run workflow.wdl ?
• To use call caching, create a run cache using the console or CLI and pass --cache {NAME} or --cache-id {ID} to miniwdl-omics-run.
• To use dynamic run storage, pass --storage-type dynamic.
• Omics has certain limits on the number of runs and versions per workflow; if you hit those, then you'll need to use the Console/CLI/API to clear them out.
• Before Omics had workflow versioning, this tool created a separate Omics workflow for any change to the WDL, each named with a content digest suffix. That behavior can be restored with --legacy-workflow-name.