{
  "Version": "2012-10-17",
  "Statement": [
    {
      "Action": [
        "autoscaling:*",
        "cloudwatch:*",
        "cloudformation:DescribeStackEvents",
        "datapipeline:Describe*",
        "datapipeline:ListPipelines",
        "datapipeline:GetPipelineDefinition",
        "datapipeline:QueryObjects",
        "dynamodb:*",
        "ec2:CancelSpotInstanceRequests",
        "ec2:CancelSpotFleetRequests",
        "ec2:CreateTags",
        "ec2:DeleteTags",
        "ec2:Describe*",
        "ec2:ModifyImageAttribute",
        "ec2:ModifyInstanceAttribute",
        "ec2:ModifySpotFleetRequest",
        "ec2:RequestSpotInstances",
        "ec2:RequestSpotFleet",
        "elasticfilesystem:*",
        "elasticmapreduce:*",
        "es:*",
        "firehose:*",
        "fsx:DescribeFileSystems",
        "iam:GetInstanceProfile",
        "iam:GetRole",
        "iam:GetPolicy",
        "iam:GetPolicyVersion",
        "iam:ListRoles",
        "kinesis:*",
        "kms:List*",
        "lambda:Create*",
        "lambda:Delete*",
        "lambda:Get*",
        "lambda:InvokeFunction",
        "lambda:PublishVersion",
        "lambda:Update*",
        "lambda:List*",
        "machinelearning:*",
        "sdb:*",
        "rds:*",
        "sns:ListSubscriptions",
        "sns:ListTopics",
        "logs:DescribeLogStreams",
        "logs:GetLogEvents",
        "redshift:*",
        "s3:CreateBucket",
        "sns:CreateTopic",
        "sns:Get*",
        "sns:List*"
      ],
      "Effect": "Allow",
      "Resource": "*"
    },
    {
      "Sid": "CloudFormationCreateStackSameAccount",
      "Effect": "Allow",
      "Action": [
        "cloudformation:CreateStack"
      ],
      "Resource": "*",
      "Condition": {
        "StringEquals": {
          "aws:ResourceAccount": "${aws:PrincipalAccount}"
        }
      }
    },
    {
      "Sid": "CloudFormationTagOnCreate",
      "Effect": "Allow",
      "Action": [
        "cloudformation:TagResource"
      ],
      "Resource": "*",
      "Condition": {
        "StringEquals": {
          "cloudformation:CreateAction": [
            "CreateStack"
          ],
          "aws:ResourceAccount": "${aws:PrincipalAccount}"
        }
      }
    },
    {
      "Effect": "Allow",
      "Action": [
        "s3:Abort*",
        "s3:DeleteObject",
        "s3:Get*",
        "s3:List*",
        "s3:PutAccelerateConfiguration",
        "s3:PutBucketCors",
        "s3:PutBucketLogging",
        "s3:PutBucketNotification",
        "s3:PutBucketTagging",
        "s3:PutObject",
        "s3:Replicate*",
        "s3:RestoreObject"
      ],
      "Resource": [
        "*"
      ]
    },
    {
      "Effect": "Allow",
      "Action": [
        "ec2:RunInstances",
        "ec2:TerminateInstances"
      ],
      "Resource": [
        "*"
      ]
    },
    {
      "Effect": "Allow",
      "Action": [
        "iam:PassRole"
      ],
      "Resource": [
        "arn:aws:iam::*:role/DataPipelineDefaultRole",
        "arn:aws:iam::*:role/DataPipelineDefaultResourceRole",
        "arn:aws:iam::*:role/EMR_EC2_DefaultRole",
        "arn:aws:iam::*:role/EMR_DefaultRole",
        "arn:aws:iam::*:role/kinesis-*"
      ]
    },
    {
      "Effect": "Allow",
      "Action": [
        "iam:PassRole"
      ],
      "Resource": "*",
      "Condition": {
        "StringEquals": {
          "iam:PassedToService": "sagemaker.amazonaws.com"
        }
      }
    },
    {
      "Effect": "Allow",
      "Action": [
        "sagemaker:*"
      ],
      "NotResource": [
        "arn:aws:sagemaker:*:*:domain/*",
        "arn:aws:sagemaker:*:*:user-profile/*",
        "arn:aws:sagemaker:*:*:app/*",
        "arn:aws:sagemaker:*:*:flow-definition/*"
      ]
    },
    {
      "Effect": "Allow",
      "Action": [
        "sagemaker:CreatePresignedDomainUrl",
        "sagemaker:DescribeDomain",
        "sagemaker:ListDomains",
        "sagemaker:DescribeUserProfile",
        "sagemaker:ListUserProfiles",
        "sagemaker:*App",
        "sagemaker:ListApps"
      ],
      "Resource": "*"
    },
    {
      "Effect": "Allow",
      "Action": [
        "sagemaker:*FlowDefinition",
        "sagemaker:*FlowDefinitions"
      ],
      "Resource": "*",
      "Condition": {
        "StringEqualsIfExists": {
          "sagemaker:WorkteamType": [
            "private-crowd",
            "vendor-crowd"
          ]
        }
      }
    }
  ]
}