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1. Verify Instance Profile Association
Ensure that the EC2 instances in the EMR cluster are correctly associated with the IAM instance profile that has the necessary permissions to access S3.
You can verify the IAM instance profile attached to the EMR instances by using the AWS CLI:
aws ec2 describe-instances --instance-ids <instance-id>
Check if the IamInstanceProfile section is correctly associated with the required role.
2. Check EMR Cluster Configuration in CloudFormation
Review the CloudFormation template to ensure that the ServiceRole and InstanceProfile are correctly specified under the AWS::EMR::Cluster resource. The correct attributes should be set like this:
ServiceRole: <Your-EMR-Service-Role>
JobFlowRole: <Your-EMR-Instance-Profile>
3. Inspect Credentials on the Primary Node
Log in to the primary node and check if the AWS credentials are correctly configured. Run the following command to verify:
aws sts get-caller-identity
If this command returns an error or no credentials, it indicates that the instance profile is not correctly applied, or there may be a delay in propagating the credentials.
4. Validate CloudFormation Role and Instance Profile
Ensure that the CloudFormation stack itself has the necessary permissions to create and attach the correct IAM roles and instance profiles. The role used by CloudFormation should have permissions to use iam:PassRole for the roles being assigned to the EMR instances.
5. Re-Sync IAM Role on EC2 Instances
Sometimes, re-syncing the IAM role can resolve issues. You can re-attach the IAM role using the AWS CLI:
aws ec2 associate-iam-instance-profile --instance-id <instance-id> --iam-instance-profile Name=<instance-profile-name>
6. Compare EMR Configurations
Compare the EMR configurations between the CloudFormation-created and Console-created clusters. Sometimes minor differences in configurations can cause issues.
7. Check for Instance Metadata Service Version
Ensure that the EC2 instances have access to the Instance Metadata Service (IMDS). This can be checked using:
curl http://169.254.169.254/latest/meta-data/iam/info
8. Review CloudWatch Logs
Check the CloudWatch logs for the EMR cluster to see if there are any errors or warnings that could provide more insight into the issue.
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Can you provide a sanitized copy of your CloudFormation template and the steps/tooling you are using to access S3?