{
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"
    }
   },
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# API based SageMaker Lineage Entity Creation\n",
    "### Please place this notebook in a seperated folder since it will generate multiple files and folders.\n",
    "\n",
    "* Please reach out to Yuyao Zhang ozhang@amazon.com or Melanie Li mmelli@amazon.com for any issue or questions\n",
    "\n",
    "In this notebook, we are assuming the context as shown in the image. There is a root account which hosting all model packages, model artifacts as well as SageMaker Project/CodePipeline. The model will be deployed to staging and prod accounts after training & validation in root account. This is from AWS [blog](https://aws.amazon.com/blogs/machine-learning/multi-account-model-deployment-with-amazon-sagemaker-pipelines/)\n",
    "![ML-1682-2-1-1.jpg](attachment:ML-1682-2-1-1.jpg)\n",
    "\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "SageMaker Studio's Model Registry just list and show all actions associated with the current model packages. To implement `CreateModel` based registry records, we just need to create an `CreateModel` action and then associate this action with the corresponding model pakcages. In the following figure, we illustrate the general work flow. When user issues CreateModel API, CloudTrail will record this API and then trigger a pre-defined rule in EventBridge, which then run a Lambda function to create the action and associate the action with the model package. This model creation event would then be shown in SageMaker Studio.\n",
    "\n",
    "This figure shows the same account setup. We could easily extens this setting to cross account setup by sending CloudTrail event from Prod account to the root accout."
   ]
  },
  {
   "attachments": {
    "char2.png": {
     "image/png": 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"
    }
   },
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "![char2.png](attachment:char2.png)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Lambda Function to be triggered for Action Creation and Association\n",
    "This function only runs in root account. For Prod/Staging account, they only capture CloudTrail events and forward them to the root for processing. "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 108,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Overwriting ./lambda/lambda_function.py\n"
     ]
    }
   ],
   "source": [
    "%%writefile ./lambda/lambda_function.py\n",
    "\n",
    "# Python Built-Ins:\n",
    "import json\n",
    "import logging\n",
    "import time\n",
    "\n",
    "# External Dependencies:\n",
    "import boto3\n",
    "\n",
    "from sagemaker.lineage.action import Action\n",
    "from sagemaker.lineage.association import Association\n",
    "from sagemaker.lineage.artifact import Artifact\n",
    "\n",
    "\n",
    "logger = logging.getLogger(\"main\")\n",
    "logger.setLevel(logging.INFO)\n",
    "smclient = boto3.client(\"sagemaker\")\n",
    "\n",
    "def lambda_handler(event, context):\n",
    "    logger.debug(\"Received: %s\", event)\n",
    "    \n",
    "    # Sample event\n",
    "#     {\n",
    "#     \"region\": \"ap-southeast-2\",\n",
    "#     \"account\": \"1234567890\",\n",
    "#   \t\"requestParameters\": {\"modelName\":\"2-2022-05-21-12-56-16-475\",\"containers\":[{\"modelPackageName\":\"arn:aws:sagemaker:ap-southeast-2:1234567890:model-package/project-p-6dvnevzoh2mt/2\"}],\"executionRoleArn\":\"arn:aws:iam::1234567890:role/service-role/AmazonSageMakerServiceCatalogProductsUseRole\",\"enableNetworkIsolation\":false}\n",
    "#     }\n",
    "    \n",
    "    tp_keys = ['requestParameters', 'region', 'account']\n",
    "    tp_prp = {}\n",
    "    for prp_name in tp_keys:\n",
    "        tp_prp[prp_name] = event.get(prp_name, event.get(prp_name.capitalize()))\n",
    "        if tp_prp[prp_name] is None:\n",
    "            raise ValueError(\n",
    "                f\"Input event must include top-level property '{prp_name}' (or '{prp_name.capitalize()}')\"\n",
    "            )\n",
    "    \n",
    "    model_name = tp_prp['requestParameters'].get(\"modelName\", tp_prp['requestParameters'].get(\"ModelName\"))\n",
    "    if model_name is None:\n",
    "        raise ValueError(\n",
    "            f\"Input property 'requestParameters' must include property 'modelName' (or 'ModelName')\"\n",
    "        )\n",
    "    action_params = {\"action_name\":model_name+'-'+str(int(time.time())),\n",
    "                     \"action_type\":\"ModelDeployment\",\n",
    "                     \"source_uri\":f\"sagemaker:{tp_prp['region']}:{tp_prp['account']}:model/\"+model_name,\n",
    "                     \"properties\":{\"ModelName\":model_name}\n",
    "                    }        \n",
    "    create_model_action = Action.create(**action_params)\n",
    "\n",
    "    \n",
    "    containers_obj = tp_prp['requestParameters'].get(\"containers\", tp_prp['requestParameters'].get(\"Containers\"))\n",
    "    for ctn_obj in containers_obj:\n",
    "        \n",
    "        model_package_arn = ctn_obj.get(\"modelPackageName\", ctn_obj.get(\"ModelPackageName\"))\n",
    "        if model_package_arn is None:\n",
    "            raise ValueError(\n",
    "                f\"Input property 'requestParameters' must include property 'modelPackageName' (or 'ModelPackageName')\"\n",
    "            )\n",
    "\n",
    "        logger.info(f\"Processing lineage for CreateModel on {model_package_arn}\")\n",
    "\n",
    "        ### Start creating lineage action using information from createmodel + adding associations\n",
    "        # aws sagemaker update-action --action-name woodside-new-staging-1652279310-1-aws-model --properties ModelName=model-oaaqiwhdk5fj,DeploymentStage=staging\n",
    "        # aws sagemaker add-association --source-arn arn:aws:sagemaker:ap-southeast-2:607162686141:artifact/36720f10445785208a9954a29ea7c32c --destination-arn arn:aws:sagemaker:ap-southeast-2:607162686141:action/woodside-new-staging-1652279310-1-aws-model --association-type ContributedTo    \n",
    "        # aws sagemaker update-action --action-name woodside-new-staging-1652279310-1-aws-model --action-type ModelDeployment --source SourceUri=arn:aws:sagemaker:ap-southeast-2:607162686141:model/model-oaaqiwhdk5fj,SourceType=ARN,SourceId=1 --properties ModelName=model-oaaqiwhdk5fj,DeploymentStage=staging --metadata-properties ProjectId=p-6dvnevzoh2mt\n",
    "\n",
    "        model_pkg_artifacts = Artifact.list(source_uri=model_package_arn)\n",
    "        \n",
    "        for artifact_idx in model_pkg_artifacts:\n",
    "            action_action_association = Association.create(\n",
    "                source_arn=artifact_idx.artifact_arn,\n",
    "                destination_arn=create_model_action.action_arn,\n",
    "                association_type=\"ContributedTo\")"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "The following script will prepare Lambda environment and code into a Zip file and upload it to S3. Please make sure zip is available in the environment or this will fail. \n",
    "\n",
    "Please fill in the following two vairables to define the staging S3 path."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 110,
   "metadata": {},
   "outputs": [],
   "source": [
    "bucket_name = 'sagemaker-ap-southeast-2-607162686141'\n",
    "zip_prefix = 'some/path/my-deployment-package.zip'"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "%%sh\n",
    "mkdir -p ./lambda\n",
    "cd lambda/\n",
    "pip install --target ./package sagemaker\n",
    "cd package\n",
    "zip -r ../my-deployment-package.zip .\n",
    "cd ..\n",
    "zip -g my-deployment-package.zip lambda_function.py"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 111,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "upload: lambda/my-deployment-package.zip to s3://sagemaker-ap-southeast-2-607162686141/some/path/my-deployment-package.zip\n"
     ]
    }
   ],
   "source": [
    "!aws s3 cp ./lambda/my-deployment-package.zip s3://$bucket_name/$zip_prefix"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## CloudFormation Template to be Deployed in Root Account"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 87,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Overwriting root-account-template.yaml\n"
     ]
    }
   ],
   "source": [
    "%%writefile root-account-template.yaml\n",
    "---\n",
    "AWSTemplateFormatVersion: '2010-09-09'\n",
    "\n",
    "Description: >-\n",
    "  Create SageMaker Lineage based on CreateModel API call via CloudTrail.\n",
    "Parameters:\n",
    "  LambdaFuncS3BucketName:\n",
    "    Type: String\n",
    "    Description: Bucket name of code for Lambda function\n",
    "  LambdaFuncS3Prefix:\n",
    "    Type: String\n",
    "    Description: S3 path to the code file in S3 bucket.\n",
    "        \n",
    "Resources:\n",
    "  # Access role for the Lambda function\n",
    "  CreateModelLineageLambdaRole:\n",
    "    Type: 'AWS::IAM::Role'\n",
    "    Properties:\n",
    "      AssumeRolePolicyDocument:\n",
    "        Version: '2012-10-17'\n",
    "        Statement:\n",
    "          - Effect: Allow\n",
    "            Principal:\n",
    "              Service:\n",
    "                - lambda.amazonaws.com\n",
    "            Action:\n",
    "              - 'sts:AssumeRole'\n",
    "      ManagedPolicyArns:\n",
    "        - 'arn:aws:iam::aws:policy/service-role/AWSLambdaBasicExecutionRole'\n",
    "      Policies:\n",
    "        - PolicyName: SageMakerAccess\n",
    "          PolicyDocument:\n",
    "            Version: '2012-10-17'\n",
    "            Statement:\n",
    "              - Sid: SageMakerLineageAccess\n",
    "                Effect: Allow\n",
    "                Action:\n",
    "                  - 'sagemaker:CreateAction'\n",
    "                  - 'sagemaker:AddAssociation'\n",
    "                  - 'sagemaker:ListArtifacts'\n",
    "                Resource:\n",
    "                  - '*'\n",
    "\n",
    "  # Lambda definition itself\n",
    "  CreateModelLineageFunction:\n",
    "    Type: 'AWS::Lambda::Function'\n",
    "    Properties:\n",
    "      Description: Run commands upon SageMaker CreateModel API call to create SageMaker Lineage entities.\n",
    "      Code:\n",
    "        S3Bucket:\n",
    "          Ref: LambdaFuncS3BucketName\n",
    "        S3Key:\n",
    "          Ref: LambdaFuncS3Prefix            \n",
    "        # S3ObjectVersion: ${b}\n",
    "      Handler: lambda_function.lambda_handler\n",
    "      Role: !GetAtt CreateModelLineageLambdaRole.Arn\n",
    "      Runtime: python3.7\n",
    "      Timeout: 900\n",
    "\n",
    "  #### SECTION: Triggering the Lambda Automatically\n",
    "  # Until SageMaker directly supports EventBridge events on 'apps' (as notebook instance statuses already are), we can\n",
    "  # work around this by triggering the function via a CloudTrail. \n",
    "\n",
    "\n",
    "  # CloudWatch events needs permission to actually invoke the above Lambda\n",
    "  CloudWatchEventRole:\n",
    "    Type: AWS::IAM::Role\n",
    "    Properties:\n",
    "      AssumeRolePolicyDocument:\n",
    "        Version: '2012-10-17'\n",
    "        Statement:\n",
    "          - Effect: Allow\n",
    "            Principal:\n",
    "              Service:\n",
    "                - events.amazonaws.com\n",
    "            Action: sts:AssumeRole\n",
    "      Path: /\n",
    "      Policies:\n",
    "        - PolicyName: RunLambda\n",
    "          PolicyDocument:\n",
    "            Version: '2012-10-17'\n",
    "            Statement:\n",
    "              - Effect: Allow\n",
    "                Action: 'lambda:InvokeFunction'\n",
    "                Resource: !GetAtt CreateModelLineageFunction.Arn\n",
    "\n",
    "  # Finally, the rule controls how CloudTrail-logged events trigger the Lambda\n",
    "  CloudWatchEventRule:\n",
    "    Type: 'AWS::Events::Rule'\n",
    "    Properties:\n",
    "      EventPattern:\n",
    "        source:\n",
    "          - aws.sagemaker\n",
    "        detail-type:\n",
    "          - 'AWS API Call via CloudTrail'\n",
    "        detail:\n",
    "          eventSource:\n",
    "            - sagemaker.amazonaws.com\n",
    "          eventName:\n",
    "            - CreateModel\n",
    "          requestParameters:\n",
    "            containers:\n",
    "              modelPackageName:\n",
    "              - exists: true\n",
    "      Targets:\n",
    "        - Arn: !GetAtt CreateModelLineageFunction.Arn\n",
    "          Id: api-based-createmodel-lineage-non-root\n",
    "          # Lambda will receive just the camelCased API request parameters, as per:\n",
    "          # https://docs.aws.amazon.com/sagemaker/latest/dg/logging-using-cloudtrail.html\n",
    "          # https://docs.aws.amazon.com/sagemaker/latest/APIReference/API_CreateApp.html\n",
    "        # The transformed event will be something like the following one, which is from cross account    \n",
    "        # {\n",
    "        #   region:\"ap-southeast-2\",\n",
    "        #   account:\"0123456789\",\n",
    "        #   requestParameters:{\n",
    "        #     modelName:\"2-2022-05-22-11-55-15-260\",\n",
    "        #     containers:[\n",
    "        #       {\n",
    "        #         modelPackageName:\"arn:aws:sagemaker:ap-southeast-2:9876543210:model-package/woodside-project/2\"\n",
    "        #       }\n",
    "        #     ],\n",
    "        #     executionRoleArn:\"arn:aws:iam::0123456789:role/service-role/AmazonSageMaker-ExecutionRole-20220522T213009\",\n",
    "        #     enableNetworkIsolation:false\n",
    "        #   }\n",
    "        # }\n",
    "          InputTransformer: \n",
    "            InputTemplate: \"{\\n    \\\"region\\\": <region>,\\n    \\\"account\\\": <account>,\\n  \\t\\\"requestParameters\\\":\n",
    "      <requestParameters>\\n}\"\n",
    "            InputPathsMap:\n",
    "              account: \"$.account\"\n",
    "              region: \"$.region\"\n",
    "              requestParameters: \"$.detail.requestParameters\"\n",
    "\n",
    "  CloudWatchLambdaPermission:\n",
    "    Type: 'AWS::Lambda::Permission'\n",
    "    Properties:\n",
    "      FunctionName: !GetAtt CreateModelLineageFunction.Arn\n",
    "      Action: 'lambda:InvokeFunction'\n",
    "      Principal: events.amazonaws.com\n",
    "      SourceArn: !GetAtt CloudWatchEventRule.Arn"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "This template assumes there is already a running CloudTrail trails, which in most cases there will be. If there is no existing trails, please incliuding the following section the above template to create a new trails and dedicated S3 bucket. Pleae note, this stack won't delete the created S3 bucket. Buckets need to be deleted manually if required.\n",
    "```\n",
    "# Here we create a new CloudTrail specifically for the\n",
    "# purpose - but you could consider re-using an existing Trail if you have one.\n",
    "  CloudTrailBucket:\n",
    "    Type: 'AWS::S3::Bucket'\n",
    "    DeletionPolicy: Retain            \n",
    "    Properties:\n",
    "      PublicAccessBlockConfiguration:\n",
    "        BlockPublicAcls: true\n",
    "        BlockPublicPolicy: true\n",
    "        IgnorePublicAcls: true\n",
    "        RestrictPublicBuckets: true\n",
    "\n",
    "  CloudTrailBucketPolicy:\n",
    "    Type: 'AWS::S3::BucketPolicy'\n",
    "    Properties:\n",
    "      Bucket: !Ref CloudTrailBucket\n",
    "      PolicyDocument:\n",
    "        Version: '2012-10-17'\n",
    "        Statement:\n",
    "          - Sid: AWSCloudTrailAclCheck\n",
    "            Effect: Allow\n",
    "            Principal:\n",
    "              Service: cloudtrail.amazonaws.com\n",
    "            Action: 's3:GetBucketAcl'\n",
    "            Resource: !GetAtt CloudTrailBucket.Arn\n",
    "          - Sid: AWSCloudTrailWrite\n",
    "            Effect: Allow\n",
    "            Principal:\n",
    "              Service: cloudtrail.amazonaws.com\n",
    "            Action: 's3:PutObject'\n",
    "            Resource: !Sub '${CloudTrailBucket.Arn}/AWSLogs/${AWS::AccountId}/*'\n",
    "            Condition:\n",
    "              StringEquals:\n",
    "                's3:x-amz-acl': 'bucket-owner-full-control'\n",
    "\n",
    "  CloudTrail:\n",
    "    Type: 'AWS::CloudTrail::Trail'\n",
    "    DependsOn:\n",
    "      - CloudTrailBucketPolicy\n",
    "    Properties:\n",
    "      EventSelectors: \n",
    "        - IncludeManagementEvents: true\n",
    "          ReadWriteType: WriteOnly\n",
    "      IncludeGlobalServiceEvents: false\n",
    "      IsLogging: true\n",
    "      IsMultiRegionTrail: false\n",
    "      S3BucketName: !Ref CloudTrailBucket\n",
    "      #TrailName: Use default\n",
    "```"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "To deploy this CloudFormation, we also need to create an IAM role to CloudFormaton. The required permissions include `AmazonSageMakerFullAccess` and the following additional permissions as a minimal.\n",
    "```\n",
    "{\n",
    "    \"Version\": \"2012-10-17\",\n",
    "    \"Statement\": [\n",
    "        {\n",
    "            \"Sid\": \"VisualEditor0\",\n",
    "            \"Effect\": \"Allow\",\n",
    "            \"Action\": [\n",
    "                \"lambda:CreateFunction\",\n",
    "                \"iam:GetRole\",\n",
    "                \"events:DescribeRule\",\n",
    "                \"lambda:InvokeFunction\",\n",
    "                \"lambda:GetFunction\",\n",
    "                \"events:PutRule\",\n",
    "                \"iam:DeletePolicy\",\n",
    "                \"iam:CreateRole\",\n",
    "                \"iam:DeleteRole\",\n",
    "                \"iam:AttachRolePolicy\",\n",
    "                \"iam:PutRolePolicy\",\n",
    "                \"iam:CreatePolicy\",\n",
    "                \"events:PutTargets\",\n",
    "                \"events:DeleteRule\",\n",
    "                \"iam:PassRole\",\n",
    "                \"iam:DetachRolePolicy\",\n",
    "                \"lambda:AddPermission\",\n",
    "                \"iam:DeleteRolePolicy\",\n",
    "                \"lambda:DeleteFunction\",\n",
    "                \"events:RemoveTargets\",\n",
    "                \"iam:GetRolePolicy\",\n",
    "                \"lambda:RemovePermission\",\n",
    "                \"iam:DeletePolicyVersion\"\n",
    "            ],\n",
    "            \"Resource\": \"*\"\n",
    "        }\n",
    "    ]\n",
    "}\n",
    "```\n",
    "For template with new CloudTrail and S3 bucket, please add the following permissions in additional to `AmazonSageMakerFullAccess`\n",
    "```\n",
    "\n",
    "{\n",
    "    \"Version\": \"2012-10-17\",\n",
    "    \"Statement\": [\n",
    "        {\n",
    "            \"Sid\": \"VisualEditor0\",\n",
    "            \"Effect\": \"Allow\",\n",
    "            \"Action\": [\n",
    "                \"lambda:CreateFunction\",\n",
    "                \"cloudtrail:StopLogging\",\n",
    "                \"cloudtrail:StartLogging\",\n",
    "                \"events:PutRule\",\n",
    "                \"s3:CreateBucket\",\n",
    "                \"iam:DeletePolicy\",\n",
    "                \"iam:CreateRole\",\n",
    "                \"iam:AttachRolePolicy\",\n",
    "                \"iam:PutRolePolicy\",\n",
    "                \"s3:GetBucketPolicy\",\n",
    "                \"iam:PassRole\",\n",
    "                \"iam:DetachRolePolicy\",\n",
    "                \"iam:DeleteRolePolicy\",\n",
    "                \"s3:PutBucketAcl\",\n",
    "                \"events:RemoveTargets\",\n",
    "                \"lambda:DeleteFunction\",\n",
    "                \"s3:DeleteBucket\",\n",
    "                \"s3:GetBucketPolicyStatus\",\n",
    "                \"iam:GetRole\",\n",
    "                \"events:DescribeRule\",\n",
    "                \"cloudtrail:PutEventSelectors\",\n",
    "                \"s3:PutBucketPublicAccessBlock\",\n",
    "                \"lambda:InvokeFunction\",\n",
    "                \"lambda:GetFunction\",\n",
    "                \"iam:DeleteRole\",\n",
    "                \"s3:DeleteBucketPolicy\",\n",
    "                \"iam:CreatePolicy\",\n",
    "                \"events:PutTargets\",\n",
    "                \"events:DeleteRule\",\n",
    "                \"lambda:AddPermission\",\n",
    "                \"cloudtrail:DeleteTrail\",\n",
    "                \"cloudtrail:CreateTrail\",\n",
    "                \"s3:PutBucketPolicy\",\n",
    "                \"lambda:RemovePermission\",\n",
    "                \"iam:GetRolePolicy\",\n",
    "                \"iam:DeletePolicyVersion\"\n",
    "            ],\n",
    "            \"Resource\": \"*\"\n",
    "        }\n",
    "    ]\n",
    "}\n",
    "```"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Using the following command, we could create a CloudFormation stack. This should be run in the root account. Please modify \n",
    "* `--template-body` with path to the generated template. If not change any code, this part could be left unchanged\n",
    "* `--role-arn` with the just created role for CloudFormation using above-mentioned permissions."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 112,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "{\n",
      "    \"StackId\": \"arn:aws:cloudformation:ap-southeast-2:607162686141:stack/SageMakerLineageExtention/bf891080-dc2e-11ec-a31c-0aa88ffea9b2\"\n",
      "}\n"
     ]
    }
   ],
   "source": [
    "!aws cloudformation create-stack \\\n",
    "  --stack-name SageMakerLineageExtention\\\n",
    "  --template-body file://./root-account-template.yaml \\\n",
    "  --parameters ParameterKey=LambdaFuncS3BucketName,ParameterValue=$bucket_name ParameterKey=LambdaFuncS3Prefix,ParameterValue=$zip_prefix \\\n",
    "  --role-arn arn:aws:iam::607162686141:role/SageMakerLineageCFNRole \\\n",
    "  --capabilities CAPABILITY_IAM                        "
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Testing in Root Account"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 90,
   "metadata": {},
   "outputs": [],
   "source": [
    "# Code used to create a model using a model package for testing\n",
    "import sagemaker\n",
    "\n",
    "model_package_arn = 'arn:aws:sagemaker:ap-southeast-2:607162686141:model-package/woodside-new-p-6dvnevzoh2mt/2'\n",
    "role_arn = 'arn:aws:iam::607162686141:role/service-role/AmazonSageMakerServiceCatalogProductsUseRole'\n",
    "\n",
    "sess = sagemaker.session.Session()\n",
    "modelPkg = sagemaker.model.ModelPackage(model_package_arn=model_package_arn, \n",
    "                     role=role_arn,\n",
    "                     sagemaker_session=sess)\n",
    "\n",
    "# Create SageMaker Model now\n",
    "modelPkg._create_sagemaker_model()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# CloudFormation Template to be deployed in Prod Account\n",
    "In order for EventBridge to receive events from prod account, the following resource policy should be placed. We will need to replace corresponding parameters here.\n",
    "```\n",
    "{\n",
    "  \"Version\": \"2012-10-17\",\n",
    "  \"Statement\": [{\n",
    "    \"Sid\": \"allow_account_to_put_events\",\n",
    "    \"Effect\": \"Allow\",\n",
    "    \"Principal\": {\n",
    "      \"AWS\": \"arn:aws:iam::<prod-account-id>:root\"\n",
    "    },\n",
    "    \"Action\": \"events:PutEvents\",\n",
    "    \"Resource\": \"arn:aws:events:<region>:<root-account-id>:event-bus/default\"\n",
    "  }]\n",
    "}\n",
    "```\n",
    "\n",
    "The following template should be deployed in prod acount to forward CreateModel API events to the Root acount for action creation and association. It may be easier to copy following code cells into a seprated notebook which could be executed in prod account."
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Now, we could run `prod.ipynb` in prod account to deploy the event forwarding stack so that `CreateModel` events will be recognised in Root account."
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Security Considerations\n",
    "\n",
    "This stack is provided as an example only, with some design decisions prioritizing simplicity. You may need to adapt it for specific cloud security policies in your organization (such as deploying the Lambda function in a VPC).\n",
    "\n",
    "You may also want to identify `CreateModel` events from cross account. This couldbe achieved by adding account ID in `Properties`  in `CreateAction` API call as described [here](https://docs.aws.amazon.com/sagemaker/latest/APIReference/API_CreateAction.html#API_CreateAction_RequestSyntax). SageMaker Studio will show everything in `Properties` fields in UI.\n",
    "\n",
    "It's also possible to monitor `CreateEndpoint` API call from cross account. This will need to add anothe rule to monitor `CreateEndpoint` and modify the Lambda function to create corresponding actions and associations. "
   ]
  }
 ],
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