Created
March 25, 2024 03:26
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EMR Serverless Terraform provisioning
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# Assuming that you have AWS cli installed and configured. | |
# To run: | |
# terraform init | |
# terraform plan -out terraform.tfplan | |
# terraform apply terraform.tfplan | |
provider "aws" { | |
region = "ap-southeast-2" | |
} | |
data "aws_caller_identity" "current" {} | |
data "aws_region" "current" {} | |
resource "aws_emrserverless_application" "cluster" { | |
name = "demo-cluster" | |
architecture = "ARM64" | |
release_label = "emr-6.6.0" | |
type = "spark" | |
} | |
resource "aws_cloudwatch_log_group" "emr" { | |
name = "/aws/emr-serverless/demo-cluster-logs" | |
retention_in_days = 7 | |
} | |
resource "aws_iam_role" "emr_exec_role" { | |
name = "emr-exec-role" | |
assume_role_policy = jsonencode({ | |
Version = "2012-10-17" | |
Statement = [ | |
{ | |
Action = "sts:AssumeRole" | |
Effect = "Allow" | |
Principal = { | |
Service = "emr-serverless.amazonaws.com" | |
} | |
}, | |
] | |
}) | |
} | |
resource "aws_iam_role_policy" "emr_exec_role" { | |
name = "emr-exec-policy" | |
role = aws_iam_role.emr_exec_role.id | |
policy = jsonencode({ | |
Version = "2012-10-17" | |
Statement = [ | |
{ | |
Action = [ | |
"s3:PutObject", | |
"s3:GetObject", | |
"s3:ListBucket", | |
"s3:DeleteObject" | |
] | |
Effect = "Allow" | |
Resource = [ | |
aws_s3_bucket.data.arn, | |
aws_s3_bucket.scripts.arn, | |
"${aws_s3_bucket.data.arn}/*", | |
"${aws_s3_bucket.scripts.arn}/*", | |
] | |
}, | |
{ | |
Action = [ | |
"logs:DescribeLogGroups" | |
], | |
Effect = "Allow", | |
Resource = [ | |
"arn:aws:logs:${data.aws_region.current.id}:${data.aws_caller_identity.current.account_id}:*" | |
] | |
}, | |
{ | |
Action = [ | |
"logs:PutLogEvents", | |
"logs:CreateLogGroup", | |
"logs:CreateLogStream", | |
"logs:DescribeLogStreams" | |
], | |
Effect = "Allow", | |
Resource = [ | |
"${aws_cloudwatch_log_group.emr.arn}:*", | |
] | |
} | |
] | |
}) | |
} | |
resource "aws_s3_bucket" "data" { | |
bucket = "kyuubi-issue-4458-data" | |
force_destroy = true | |
} | |
resource "aws_s3_bucket" "scripts" { | |
bucket = "kyuubi-issue-4458-scripts" | |
force_destroy = true | |
} | |
output "emr_cluster_application_id" { | |
value = aws_emrserverless_application.cluster.id | |
} |
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Assumptions: | |
* Your scripts (manually generated or not) will be uploaded to "s3://kyuubi-issue-4458-scripts/my_cool_etl_script.py" | |
* Replace <***> with the values expected. | |
* You can add data to be manipulated to bucket "kyuubi-issue-4458-data" | |
To run this script (EMR Serverless) | |
$ aws emr-serverless start-job-run \ | |
--application-id <content_from_emr_cluster_application_id_output> \ | |
--execution-role-arn arn:aws:iam::<youraccountid>:role/emr-exec-role \ | |
--job-driver 'sparkSubmit={entryPoint=s3://kyuubi-issue-4458-scripts/my_cool_etl_script.py}' \ | |
--configuration-overrides '{"monitoringConfiguration": {"managedPersistenceMonitoringConfiguration": {"enabled": true}, "cloudWatchLoggingConfiguration": {"enabled": true, "logGroupName": "/aws/emr-serverless/demo-cluster-logs"}}}' |
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