Amazon OpenSearch Service Construct Library
Instead of this module, we recommend using the aws-cdk-lib/aws-opensearchservice module. See Amazon OpenSearch Service FAQs for details. See Migrating to OpenSearch for migration instructions.
Quick start
Create a development cluster by simply specifying the version:
dev_domain = es.Domain(self, "Domain",
version=es.ElasticsearchVersion.V7_1
)
To perform version upgrades without replacing the entire domain, specify the enableVersionUpgrade
property.
dev_domain = es.Domain(self, "Domain",
version=es.ElasticsearchVersion.V7_10,
enable_version_upgrade=True
)
Create a production grade cluster by also specifying things like capacity and az distribution
prod_domain = es.Domain(self, "Domain",
version=es.ElasticsearchVersion.V7_1,
capacity=es.CapacityConfig(
master_nodes=5,
data_nodes=20
),
ebs=es.EbsOptions(
volume_size=20
),
zone_awareness=es.ZoneAwarenessConfig(
availability_zone_count=3
),
logging=es.LoggingOptions(
slow_search_log_enabled=True,
app_log_enabled=True,
slow_index_log_enabled=True
)
)
This creates an Elasticsearch cluster and automatically sets up log groups for logging the domain logs and slow search logs.
A note about SLR
Some cluster configurations (e.g VPC access) require the existence of the AWSServiceRoleForAmazonElasticsearchService
service-linked role.
When performing such operations via the AWS Console, this SLR is created automatically when needed. However, this is not the behavior when using CloudFormation. If an SLR is needed, but doesn’t exist, you will encounter a failure message similar to:
Before you can proceed, you must enable a service-linked role to give Amazon ES...
To resolve this, you need to create the SLR. We recommend using the AWS CLI:
aws iam create-service-linked-role --aws-service-name es.amazonaws.com
You can also create it using the CDK, but note that only the first application deploying this will succeed:
slr = iam.CfnServiceLinkedRole(self, "ElasticSLR",
aws_service_name="es.amazonaws.com"
)
Importing existing domains
To import an existing domain into your CDK application, use the Domain.fromDomainEndpoint
factory method.
This method accepts a domain endpoint of an already existing domain:
domain_endpoint = "https://my-domain-jcjotrt6f7otem4sqcwbch3c4u.us-east-1.es.amazonaws.com"
domain = es.Domain.from_domain_endpoint(self, "ImportedDomain", domain_endpoint)
Permissions
IAM
Helper methods also exist for managing access to the domain.
# fn: lambda.Function
# domain: es.Domain
# Grant write access to the app-search index
domain.grant_index_write("app-search", fn)
# Grant read access to the 'app-search/_search' path
domain.grant_path_read("app-search/_search", fn)
Encryption
The domain can also be created with encryption enabled:
domain = es.Domain(self, "Domain",
version=es.ElasticsearchVersion.V7_4,
ebs=es.EbsOptions(
volume_size=100,
volume_type=ec2.EbsDeviceVolumeType.GENERAL_PURPOSE_SSD
),
node_to_node_encryption=True,
encryption_at_rest=es.EncryptionAtRestOptions(
enabled=True
)
)
This sets up the domain with node to node encryption and encryption at rest. You can also choose to supply your own KMS key to use for encryption at rest.
VPC Support
Elasticsearch domains can be placed inside a VPC, providing a secure communication between Amazon ES and other services within the VPC without the need for an internet gateway, NAT device, or VPN connection.
See Launching your Amazon OpenSearch Service domains within a VPC for more details.
vpc = ec2.Vpc(self, "Vpc")
domain_props = es.DomainProps(
version=es.ElasticsearchVersion.V7_1,
removal_policy=RemovalPolicy.DESTROY,
vpc=vpc,
# must be enabled since our VPC contains multiple private subnets.
zone_awareness=es.ZoneAwarenessConfig(
enabled=True
),
capacity=es.CapacityConfig(
# must be an even number since the default az count is 2.
data_nodes=2
)
)
es.Domain(self, "Domain", domain_props)
In addition, you can use the vpcSubnets
property to control which specific subnets will be used, and the securityGroups
property to control
which security groups will be attached to the domain. By default, CDK will select all private subnets in the VPC, and create one dedicated security group.
Metrics
Helper methods exist to access common domain metrics for example:
# domain: es.Domain
free_storage_space = domain.metric_free_storage_space()
master_sys_memory_utilization = domain.metric("MasterSysMemoryUtilization")
This module is part of the AWS Cloud Development Kit project.
Fine grained access control
The domain can also be created with a master user configured. The password can be supplied or dynamically created if not supplied.
domain = es.Domain(self, "Domain",
version=es.ElasticsearchVersion.V7_1,
enforce_https=True,
node_to_node_encryption=True,
encryption_at_rest=es.EncryptionAtRestOptions(
enabled=True
),
fine_grained_access_control=es.AdvancedSecurityOptions(
master_user_name="master-user"
)
)
master_user_password = domain.master_user_password
Using unsigned basic auth
For convenience, the domain can be configured to allow unsigned HTTP requests that use basic auth. Unless the domain is configured to be part of a VPC this means anyone can access the domain using the configured master username and password.
To enable unsigned basic auth access the domain is configured with an access policy that allows anonymous requests, HTTPS required, node to node encryption, encryption at rest and fine grained access control.
If the above settings are not set they will be configured as part of enabling unsigned basic auth. If they are set with conflicting values, an error will be thrown.
If no master user is configured a default master user is created with the
username admin
.
If no password is configured a default master user password is created and
stored in the AWS Secrets Manager as secret. The secret has the prefix
<domain id>MasterUser
.
domain = es.Domain(self, "Domain",
version=es.ElasticsearchVersion.V7_1,
use_unsigned_basic_auth=True
)
master_user_password = domain.master_user_password
Custom access policies
If the domain requires custom access control it can be configured either as a constructor property, or later by means of a helper method.
For simple permissions the accessPolicies
constructor may be sufficient:
domain = es.Domain(self, "Domain",
version=es.ElasticsearchVersion.V7_1,
access_policies=[
iam.PolicyStatement(
actions=["es:*ESHttpPost", "es:ESHttpPut*"],
effect=iam.Effect.ALLOW,
principals=[iam.AccountPrincipal("123456789012")],
resources=["*"]
)
]
)
For more complex use-cases, for example, to set the domain up to receive data from a
cross-account Kinesis Firehose the addAccessPolicies
helper method
allows for policies that include the explicit domain ARN.
domain = es.Domain(self, "Domain",
version=es.ElasticsearchVersion.V7_1
)
domain.add_access_policies(
iam.PolicyStatement(
actions=["es:ESHttpPost", "es:ESHttpPut"],
effect=iam.Effect.ALLOW,
principals=[iam.AccountPrincipal("123456789012")],
resources=[domain.domain_arn, f"{domain.domainArn}/*"]
),
iam.PolicyStatement(
actions=["es:ESHttpGet"],
effect=iam.Effect.ALLOW,
principals=[iam.AccountPrincipal("123456789012")],
resources=[f"{domain.domainArn}/_all/_settings", f"{domain.domainArn}/_cluster/stats", f"{domain.domainArn}/index-name*/_mapping/type-name", f"{domain.domainArn}/roletest*/_mapping/roletest", f"{domain.domainArn}/_nodes", f"{domain.domainArn}/_nodes/stats", f"{domain.domainArn}/_nodes/*/stats", f"{domain.domainArn}/_stats", f"{domain.domainArn}/index-name*/_stats", f"{domain.domainArn}/roletest*/_stat"
]
))
Audit logs
Audit logs can be enabled for a domain, but only when fine-grained access control is enabled.
domain = es.Domain(self, "Domain",
version=es.ElasticsearchVersion.V7_1,
enforce_https=True,
node_to_node_encryption=True,
encryption_at_rest=es.EncryptionAtRestOptions(
enabled=True
),
fine_grained_access_control=es.AdvancedSecurityOptions(
master_user_name="master-user"
),
logging=es.LoggingOptions(
audit_log_enabled=True,
slow_search_log_enabled=True,
app_log_enabled=True,
slow_index_log_enabled=True
)
)
UltraWarm
UltraWarm nodes can be enabled to provide a cost-effective way to store large amounts of read-only data.
domain = es.Domain(self, "Domain",
version=es.ElasticsearchVersion.V7_10,
capacity=es.CapacityConfig(
master_nodes=2,
warm_nodes=2,
warm_instance_type="ultrawarm1.medium.elasticsearch"
)
)
Custom endpoint
Custom endpoints can be configured to reach the ES domain under a custom domain name.
es.Domain(self, "Domain",
version=es.ElasticsearchVersion.V7_7,
custom_endpoint=es.CustomEndpointOptions(
domain_name="search.example.com"
)
)
It is also possible to specify a custom certificate instead of the auto-generated one.
Additionally, an automatic CNAME-Record is created if a hosted zone is provided for the custom endpoint
Advanced options
Advanced cluster settings can used to configure additional options.
es.Domain(self, "Domain",
version=es.ElasticsearchVersion.V7_7,
advanced_options={
"rest.action.multi.allow_explicit_index": "false",
"indices.fielddata.cache.size": "25",
"indices.query.bool.max_clause_count": "2048"
}
)
Migrating to OpenSearch
To migrate from this module (aws-cdk-lib/aws-elasticsearch
) to the new aws-cdk-lib/aws-opensearchservice
module, you must modify your CDK application to refer to the new module (including some associated changes) and then perform a CloudFormation resource deletion/import.
Necessary CDK Modifications
Make the following modifications to your CDK application to migrate to the aws-cdk-lib/aws-opensearchservice
module.
Rewrite module imports to use
'aws-cdk-lib/aws-opensearchservice
to'aws-cdk-lib/aws-elasticsearch
. For example:import aws_cdk.aws_elasticsearch as es from aws_cdk.aws_elasticsearch import Domain
…becomes…
import aws_cdk.aws_opensearchservice as opensearch from aws_cdk.aws_opensearchservice import Domain
Replace instances of
es.ElasticsearchVersion
withopensearch.EngineVersion
. For example:version = es.ElasticsearchVersion.V7_1
…becomes…
version = opensearch.EngineVersion.ELASTICSEARCH_7_1
Replace the
cognitoKibanaAuth
property ofDomainProps
withcognitoDashboardsAuth
. For example:es.Domain(self, "Domain", cognito_kibana_auth=es.CognitoOptions( identity_pool_id="test-identity-pool-id", user_pool_id="test-user-pool-id", role=role ), version=elasticsearch_version )
…becomes…
opensearch.Domain(self, "Domain", cognito_dashboards_auth=opensearch.CognitoOptions( identity_pool_id="test-identity-pool-id", user_pool_id="test-user-pool-id", role=role ), version=open_search_version )
Rewrite instance type suffixes from
.elasticsearch
to.search
. For example:es.Domain(self, "Domain", capacity=es.CapacityConfig( master_node_instance_type="r5.large.elasticsearch" ), version=elasticsearch_version )
…becomes…
opensearch.Domain(self, "Domain", capacity=opensearch.CapacityConfig( master_node_instance_type="r5.large.search" ), version=open_search_version )
Any
CfnInclude
’d domains will need to be re-written in their original template in order to be successfully included as aopensearch.CfnDomain
CloudFormation Migration
Follow these steps to migrate your application without data loss:
Ensure that the removal policy on your domains are set to
RemovalPolicy.RETAIN
. This is the default for the domain construct, so nothing is required unless you have specifically set the removal policy to some other value.Remove the domain resource from your CloudFormation stacks by manually modifying the synthesized templates used to create the CloudFormation stacks. This may also involve modifying or deleting dependent resources, such as the custom resources that CDK creates to manage the domain’s access policy or any other resource you have connected to the domain. You will need to search for references to each domain’s logical ID to determine which other resources refer to it and replace or delete those references. Do not remove resources that are dependencies of the domain or you will have to recreate or import them before importing the domain. After modification, deploy the stacks through the AWS Management Console or using the AWS CLI.
Migrate your CDK application to use the new
aws-cdk-lib/aws-opensearchservice
module by applying the necessary modifications listed above. Synthesize your application and obtain the resulting stack templates.Copy just the definition of the domain from the “migrated” templates to the corresponding “stripped” templates that you deployed above. Import the orphaned domains into your CloudFormation stacks using these templates.
Synthesize and deploy your CDK application to reconfigure/recreate the modified dependent resources. The CloudFormation stacks should now contain the same resources as existed prior to migration.
Proceed with development as normal!