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export-neptune-to-elasticsearch.json
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export-neptune-to-elasticsearch.json
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{
"AWSTemplateFormatVersion": "2010-09-09",
"Description": "Exports Neptune to ElasticSearch",
"Parameters": {
"KeyPairName": {
"Description": "Name of an existing EC2 KeyPair to enable SSH access to the export EC2 instance.",
"Type": "AWS::EC2::KeyPair::KeyName",
"ConstraintDescription": "Must be the name of an existing EC2 KeyPair in the Region."
},
"Subnet1": {
"Description": "Subnet in your Neptune/ElasticSearch VPC with route to the internet.",
"Type": "AWS::EC2::Subnet::Id"
},
"NeptuneEndpoint": {
"Description": "Neptune endpoint. E.g. mycluster-xxxxyyyy.cluster-yyyyzzzz.us-east-1.neptune.amazonaws.com",
"AllowedPattern": "^(.+)$",
"ConstraintDescription": "Value cannot be blank. Must be a valid Neptune endpoint.",
"Type": "String"
},
"NeptunePort": {
"Description": "Neptune port.",
"Type": "String",
"Default": "8182"
},
"NeptuneEngine": {
"Description": "Neptune engine.",
"Type": "String",
"AllowedValues": [
"gremlin",
"sparql"
]
},
"NeptuneClientSecurityGroup": {
"Description": "A VPC security group that neptune-export can use to access the Neptune cluster in your VPC.",
"Type": "String"
},
"Concurrency": {
"Type": "Number",
"Default": 2,
"MinValue": 1,
"MaxValue": 8,
"Description": "Determines number of client threads in neptune-export."
},
"KinesisShardCount": {
"Type": "Number",
"Default": 8,
"MinValue": 1,
"MaxValue": 64,
"Description": "Determines number of shards in the Kinesis Stream and degree of parallelism when importing to ElasticSearch."
},
"ExportScope": {
"Type": "String",
"Description": "Determines whether to export both nodes and edges, or nodes or edges only (Gremlin engine only).",
"Default": "all",
"AllowedValues": [
"all",
"edges",
"nodes"
]
},
"CloneCluster": {
"Type": "String",
"Description": "Clone Neptune cluster and export from clone (recommended for consistent exports that don't impact source cluster).",
"Default": "false",
"AllowedValues": [
"true",
"false"
]
},
"AdditionalParams": {
"Type": "String",
"Description": "Allows you to specify additional parameters to neptune-export, e.g. '--max-content-length 131072'. See https://github.com/awslabs/amazon-neptune-tools/tree/master/neptune-export for documentation of neptune-export params.",
"Default": ""
},
"BatchSize": {
"Type": "Number",
"Default": 100,
"MinValue": 1,
"MaxValue": 10000,
"Description": "Number of records to retrieve from Kinesis Stream in a batch. (A single property graph Kinesis Stream record may contain multiple Neptune Streams records)."
},
"ElasticSearchClientSecurityGroup": {
"Description": "A VPC security group that AWS lambda can use to access the ElasticSearch cluster in your VPC.",
"Type": "String"
},
"VPC": {
"Description": "ID of the VPC containing your Neptune and ElasticSearch clusters.",
"Type": "AWS::EC2::VPC::Id"
},
"ElasticSearchEndpoint": {
"Type": "String",
"AllowedPattern": "^(?!https://)(.+)$",
"ConstraintDescription": "Value cannot be blank. Must be a valid cluster endpoint without 'https://' prefix.",
"Description": "ElasticSearch VPC endpoint (without 'https://' prefix). E.g. vpc-neptunestream.us-east-1.es.amazonaws.com"
},
"NumberOfShards": {
"Type": "Number",
"Default": 5,
"Description": "Number of shards for ElasticSearch index. Default value is 5."
},
"NumberOfReplica": {
"Type": "Number",
"Default": 1,
"Description": "Number of replicas for ElasticSearch index. Default value is 1."
},
"GeoLocationFields": {
"Type": "String",
"Description": "Comma-delimited list of property keys to be mapped to Geo Point type in ElasticSearch. For example: location,area. Currently, for a field to be mapped to Geo Point type, value should be in the format 'latitude,longitude', e.g. '41.33,-11.69'"
}
},
"Metadata": {
"AWS::CloudFormation::Interface": {
"ParameterGroups": [
{
"Label": {
"default": "Network Configuration"
},
"Parameters": [
"KeyPairName",
"VPC",
"Subnet1"
]
},
{
"Label": {
"default": "Neptune Configuration"
},
"Parameters": [
"NeptuneEndpoint",
"NeptunePort",
"NeptuneEngine",
"ExportScope",
"CloneCluster",
"NeptuneClientSecurityGroup",
"AdditionalParams"
]
},
{
"Label": {
"default": "ElasticSearch Configuration"
},
"Parameters": [
"ElasticSearchEndpoint",
"NumberOfShards",
"NumberOfReplica",
"GeoLocationFields",
"ElasticSearchClientSecurityGroup"
]
},
{
"Label": {
"default": "Advanced"
},
"Parameters": [
"Concurrency",
"KinesisShardCount",
"BatchSize"
]
}
]
}
},
"Mappings": {
"ConcurrencyMap": {
"1": {
"Value": "4"
},
"2": {
"Value": "8"
},
"3": {
"Value": "12"
},
"4": {
"Value": "16"
},
"5": {
"Value": "20"
},
"6": {
"Value": "24"
},
"7": {
"Value": "28"
},
"8": {
"Value": "32"
}
}
},
"Resources": {
"EbsVolumeSizeStack": {
"Type": "AWS::CloudFormation::Stack",
"Properties": {
"TemplateURL": "https://s3.amazonaws.com/aws-neptune-customer-samples/neptune-sagemaker/cloudformation-templates/export-neptune-to-elasticsearch/neptune-export-recommend-ebs-volume-size-stack.json",
"Parameters": {
"ClusterEndpoint": {
"Ref": "NeptuneEndpoint"
}
},
"TimeoutInMinutes": "60"
}
},
"KinesisStream": {
"Type": "AWS::Kinesis::Stream",
"Properties": {
"Name": {
"Fn::Sub": [
"neptune-export-${id}",
{
"id": {
"Fn::Select": [
0,
{
"Fn::Split": [
"-",
{
"Fn::Select": [
2,
{
"Fn::Split": [
"/",
{
"Ref": "AWS::StackId"
}
]
}
]
}
]
}
]
}
}
]
},
"ShardCount": {
"Ref": "KinesisShardCount"
}
}
},
"LambdaSelfReferencingSecurityGroup": {
"Properties": {
"GroupDescription": "Self-referencing security group for Lambda",
"VpcId": {
"Ref": "VPC"
}
},
"Type": "AWS::EC2::SecurityGroup"
},
"LambdaSelfReferencingSecurityGroupIngress": {
"Type": "AWS::EC2::SecurityGroupIngress",
"DependsOn": "LambdaSelfReferencingSecurityGroup",
"Properties": {
"GroupId": {
"Fn::GetAtt": [
"LambdaSelfReferencingSecurityGroup",
"GroupId"
]
},
"SourceSecurityGroupId": {
"Fn::GetAtt": [
"LambdaSelfReferencingSecurityGroup",
"GroupId"
]
},
"IpProtocol": "-1"
}
},
"LambdaExecutionRole": {
"Type": "AWS::IAM::Role",
"Properties": {
"AssumeRolePolicyDocument": {
"Version": "2012-10-17",
"Statement": [
{
"Effect": "Allow",
"Principal": {
"Service": [
"lambda.amazonaws.com"
]
},
"Action": [
"sts:AssumeRole"
]
}
]
},
"Path": "/",
"Policies": [
{
"PolicyName": "lambda-execution-role",
"PolicyDocument": {
"Version": "2012-10-17",
"Statement": [
{
"Effect": "Allow",
"Action": [
"logs:CreateLogGroup",
"logs:CreateLogStream",
"logs:PutLogEvents",
"ec2:CreateNetworkInterface",
"ec2:DescribeNetworkInterfaces",
"ec2:DeleteNetworkInterface",
"es:ESHttpDelete",
"es:ESHttpGet",
"es:ESHttpHead",
"es:ESHttpPost",
"es:ESHttpPut",
"kinesis:DescribeStream",
"kinesis:DescribeStreamSummary",
"kinesis:GetRecords",
"kinesis:GetShardIterator",
"kinesis:ListShards",
"kinesis:ListStreams",
"kinesis:SubscribeToShard",
"batch:SubmitJob"
],
"Resource": "*"
}
]
}
}
]
}
},
"NeptuneStreamsLayer": {
"Type": "AWS::Lambda::LayerVersion",
"Properties": {
"CompatibleRuntimes": [
"python3.9"
],
"Content": {
"S3Bucket": {
"Fn::Sub": "aws-neptune-customer-samples-${AWS::Region}"
},
"S3Key": {
"Fn::Join": [
"/",
[
"neptune-stream",
"lambda",
"python39",
"release_2022_07_27",
"neptune-streams-layer.zip"
]
]
}
},
"Description": "Neptune Streams polling framework",
"LayerName": {
"Fn::Sub": [
"neptune-streams-layer-${id}",
{
"id": {
"Fn::Select": [
0,
{
"Fn::Split": [
"-",
{
"Fn::Select": [
2,
{
"Fn::Split": [
"/",
{
"Ref": "AWS::StackId"
}
]
}
]
}
]
}
]
}
}
]
}
}
},
"NeptuneToElasticSearchLayer": {
"Type": "AWS::Lambda::LayerVersion",
"Properties": {
"CompatibleRuntimes": [
"python3.9"
],
"Content": {
"S3Bucket": {
"Fn::Sub": "aws-neptune-customer-samples-${AWS::Region}"
},
"S3Key": {
"Fn::Join": [
"/",
[
"neptune-stream",
"lambda",
"python39",
"release_2022_07_27",
"neptune-es-layer.zip"
]
]
}
},
"Description": "Neptune Streams polling framework",
"LayerName": {
"Fn::Sub": [
"neptune-to-es-layer-${id}",
{
"id": {
"Fn::Select": [
0,
{
"Fn::Split": [
"-",
{
"Fn::Select": [
2,
{
"Fn::Split": [
"/",
{
"Ref": "AWS::StackId"
}
]
}
]
}
]
}
]
}
}
]
}
}
},
"NeptuneExportLambda": {
"Type": "AWS::Lambda::Function",
"Properties": {
"FunctionName": {
"Fn::Sub": [
"export-neptune-to-kinesis-${id}",
{
"id": {
"Fn::Select": [
0,
{
"Fn::Split": [
"-",
{
"Fn::Select": [
2,
{
"Fn::Split": [
"/",
{
"Ref": "AWS::StackId"
}
]
}
]
}
]
}
]
}
}
]
},
"Handler": "export_neptune_to_kinesis.lambda_handler",
"Role": {
"Fn::GetAtt": [
"LambdaExecutionRole",
"Arn"
]
},
"Code": {
"S3Bucket": {
"Fn::Join": [
"",
[
"aws-neptune-customer-samples-",
{
"Ref": "AWS::Region"
}
]
]
},
"S3Key": "neptune-sagemaker/lambda/export-neptune-to-elasticsearch/export-neptune-to-elasticsearch.zip"
},
"Environment": {
"Variables": {
"NEPTUNE_ENDPOINT": {
"Ref": "NeptuneEndpoint"
},
"NEPTUNE_PORT": {
"Ref": "NeptunePort"
},
"NEPTUNE_ENGINE": {
"Ref": "NeptuneEngine"
},
"NEPTUNE_EXPORT_JAR_URI": "https://s3.amazonaws.com/aws-neptune-customer-samples/neptune-export/bin/neptune-export.jar",
"STREAM_NAME": {
"Ref": "KinesisStream"
},
"EXPORT_SCOPE": {
"Ref": "ExportScope"
},
"CONCURRENCY": {
"Ref": "Concurrency"
},
"CLONE_CLUSTER": {
"Ref": "CloneCluster"
},
"ADDITIONAL_PARAMS": {
"Ref": "AdditionalParams"
},
"JOB_SUFFIX": {
"Fn::Sub": [
"${id}",
{
"id": {
"Fn::Select": [
0,
{
"Fn::Split": [
"-",
{
"Fn::Select": [
2,
{
"Fn::Split": [
"/",
{
"Ref": "AWS::StackId"
}
]
}
]
}
]
}
]
}
}
]
}
}
},
"MemorySize": 128,
"Runtime": "python3.9",
"Timeout": "30",
"ReservedConcurrentExecutions": 1
}
},
"KinesisToElasticSearchLambda": {
"Type": "AWS::Lambda::Function",
"Properties": {
"FunctionName": {
"Fn::Sub": [
"kinesis-to-elasticsearch-${id}",
{
"id": {
"Fn::Select": [
0,
{
"Fn::Split": [
"-",
{
"Fn::Select": [
2,
{
"Fn::Split": [
"/",
{
"Ref": "AWS::StackId"
}
]
}
]
}
]
}
]
}
}
]
},
"Handler": "kinesis_to_elasticsearch.lambda_bulk_handler",
"Role": {
"Fn::GetAtt": [
"LambdaExecutionRole",
"Arn"
]
},
"Code": {
"S3Bucket": {
"Fn::Join": [
"",
[
"aws-neptune-customer-samples-",
{
"Ref": "AWS::Region"
}
]
]
},
"S3Key": "neptune-sagemaker/lambda/export-neptune-to-elasticsearch/export-neptune-to-elasticsearch.zip"
},
"Layers": [
{
"Ref": "NeptuneStreamsLayer"
},
{
"Ref": "NeptuneToElasticSearchLayer"
}
],
"Environment": {
"Variables": {
"AdditionalParams": {
"Fn::Join": [
"",
[
"{",
"\"ElasticSearchEndpoint\": \"",
{
"Ref": "ElasticSearchEndpoint"
},
"\",",
"\"NumberOfShards\": \"",
{
"Ref": "NumberOfShards"
},
"\",",
"\"NumberOfReplica\": \"",
{
"Ref": "NumberOfReplica"
},
"\",",
"\"GeoLocationFields\": \"",
{
"Ref": "GeoLocationFields"
},
"\"",
"}"
]
]
},
"NEPTUNE_ENGINE": {
"Ref": "NeptuneEngine"
},
"STREAM_NAME": {
"Ref": "KinesisStream"
},
"log_commit_nums": "false"
}
},
"MemorySize": 1024,
"Runtime": "python3.9",
"Timeout": "900",
"ReservedConcurrentExecutions": {
"Ref": "KinesisShardCount"
},
"VpcConfig": {
"SecurityGroupIds": [
{
"Ref": "LambdaSelfReferencingSecurityGroup"
},
{
"Ref": "ElasticSearchClientSecurityGroup"
}
],
"SubnetIds": [
{
"Ref": "Subnet1"
}
]
}
}
},
"EventSourceMapping": {
"Type": "AWS::Lambda::EventSourceMapping",
"Properties": {
"EventSourceArn": {
"Fn::GetAtt": [
"KinesisStream",
"Arn"
]
},
"FunctionName": {
"Fn::GetAtt": [
"KinesisToElasticSearchLambda",
"Arn"
]
},
"BatchSize": {
"Ref": "BatchSize"
},
"MaximumRetryAttempts": 3,
"StartingPosition": "LATEST"
}
},
"BatchExecutionRole": {
"Type": "AWS::IAM::Role",
"Properties": {
"AssumeRolePolicyDocument": {
"Version": "2012-10-17",
"Statement": [
{
"Effect": "Allow",
"Principal": {
"Service": [
"batch.amazonaws.com"
]
},
"Action": [
"sts:AssumeRole"
]
}
]
},
"Path": "/",
"ManagedPolicyArns": [
"arn:aws:iam::aws:policy/service-role/AWSBatchServiceRole"
]
}
},
"BatchJobRole": {
"Type": "AWS::IAM::Role",
"Properties": {
"AssumeRolePolicyDocument": {
"Version": "2012-10-17",
"Statement": [
{
"Effect": "Allow",
"Principal": {
"Service": [
"ecs-tasks.amazonaws.com"
]
},
"Action": [
"sts:AssumeRole"
]
}
]
},
"Path": "/",
"Policies": [
{
"PolicyName": {
"Fn::Sub": [
"neptune-index-batch-job-role-${id}",
{
"id": {
"Fn::Select": [
0,
{
"Fn::Split": [
"-",
{
"Fn::Select": [
2,
{
"Fn::Split": [
"/",
{
"Ref": "AWS::StackId"
}
]
}
]
}
]
}
]
}
}
]
},
"PolicyDocument": {
"Version": "2012-10-17",
"Statement": [
{
"Effect": "Allow",
"Action": [
"cloudwatch:*"
],
"Resource": {
"Fn::Sub": "*"
}
},
{
"Effect": "Allow",
"Action": [
"logs:CreateLogGroup",
"logs:CreateLogStream",
"logs:DescribeLogStreams",
"logs:PutLogEvents",
"logs:GetLogEvents"
],
"Resource": {
"Fn::Sub": "arn:${AWS::Partition}:logs:${AWS::Region}:${AWS::AccountId}:*"
}
},
{
"Effect": "Allow",
"Action": [
"kinesis:*"
],
"Resource": {
"Fn::GetAtt": [
"KinesisStream",
"Arn"
]
}
},
{
"Effect": "Allow",
"Action": [
"neptune-db:*"
],
"Resource": [
{
"Fn::Sub": "arn:${AWS::Partition}:neptune-db:${AWS::Region}:${AWS::AccountId}:*/*"
}
]
},
{
"Effect": "Allow",
"Action": [
"rds:AddTagsToResource",
"rds:DescribeDBClusters",
"rds:DescribeDBInstances",
"rds:ListTagsForResource",
"rds:DescribeDBClusterParameters",
"rds:DescribeDBParameters",
"rds:ModifyDBParameterGroup",
"rds:ModifyDBClusterParameterGroup",
"rds:RestoreDBClusterToPointInTime",
"rds:DeleteDBInstance",
"rds:DeleteDBClusterParameterGroup",
"rds:DeleteDBParameterGroup",
"rds:DeleteDBCluster",
"rds:CreateDBInstance",
"rds:CreateDBClusterParameterGroup",
"rds:CreateDBParameterGroup"
],
"Resource": {
"Fn::Sub": "arn:${AWS::Partition}:rds:${AWS::Region}:${AWS::AccountId}:*"
}
}
]
}
}
]
}
},
"ECSRole": {
"Type": "AWS::IAM::Role",
"Properties": {
"AssumeRolePolicyDocument": {
"Version": "2012-10-17",
"Statement": [
{
"Effect": "Allow",
"Principal": {
"Service": [
"ec2.amazonaws.com"
]
},
"Action": [
"sts:AssumeRole"
]
}
]
},
"Path": "/",
"ManagedPolicyArns": [
"arn:aws:iam::aws:policy/service-role/AmazonEC2ContainerServiceforEC2Role"
]
}
},
"ECSRoleInstanceProfile": {
"Type": "AWS::IAM::InstanceProfile",
"Properties": {
"Path": "/",
"Roles": [
{
"Ref": "ECSRole"
}
]
},
"DependsOn": [
"ECSRole"
]
},
"BatchSelfReferencingSecurityGroup": {
"Properties": {
"GroupDescription": "Self-referencing security group for Batch",
"VpcId": {
"Ref": "VPC"
}
},
"Type": "AWS::EC2::SecurityGroup"
},
"BatchSelfReferencingSecurityGroupIngress": {
"Type": "AWS::EC2::SecurityGroupIngress",
"DependsOn": "BatchSelfReferencingSecurityGroup",
"Properties": {
"GroupId": {
"Fn::GetAtt": [
"BatchSelfReferencingSecurityGroup",
"GroupId"
]
},
"SourceSecurityGroupId": {
"Fn::GetAtt": [
"BatchSelfReferencingSecurityGroup",
"GroupId"
]
},
"IpProtocol": "-1"
}
},
"BatchAllowAllSecurityGroupIngress": {
"Type": "AWS::EC2::SecurityGroupIngress",
"DependsOn": "BatchSelfReferencingSecurityGroup",
"Properties": {
"GroupId": {
"Fn::GetAtt": [
"BatchSelfReferencingSecurityGroup",
"GroupId"
]
},
"CidrIp": "0.0.0.0/0",
"IpProtocol": "-1"
}
},
"LaunchTemplate": {
"Type": "AWS::EC2::LaunchTemplate",
"Properties": {
"LaunchTemplateName": {
"Fn::Sub": [
"increase-container-volume-${id}",
{
"id": {
"Fn::Select": [
0,
{
"Fn::Split": [
"-",
{
"Fn::Select": [
2,
{
"Fn::Split": [
"/",
{
"Ref": "AWS::StackId"
}
]
}
]
}
]
}
]
}
}
]
},
"LaunchTemplateData": {
"UserData": {
"Fn::Base64": {
"Fn::Join": [
"",
[
"MIME-Version: 1.0\n",
"Content-Type: multipart/mixed; boundary=\"==MYBOUNDARY==\"\n",
"\n",
"--==MYBOUNDARY==\n",
"Content-Type: text/cloud-config; charset=\"us-ascii\"\n",
"\n",
"runcmd:\n",
"- file_system_id_01=/dev/nvme1n1\n",
"- my_directory=/mnt/neptune\n",
"\n",
"- mkdir -p ${my_directory}\n",
"- echo \"${file_system_id_01} ${my_directory} auto defaults 0 0\" >> /etc/fstab\n",
"- mkfs -t ext4 ${file_system_id_01}\n",
"- mount ${file_system_id_01} ${my_directory}\n",
"\n",
"--==MYBOUNDARY==--\n"
]
]
}
},
"BlockDeviceMappings": [