Skip to main content

The CDK Construct Library for AWS::Amplify

Project description

AWS::ApplicationSignals Construct Library

---

cdk-constructs: Experimental

The APIs of higher level constructs in this module are experimental and under active development. They are subject to non-backward compatible changes or removal in any future version. These are not subject to the Semantic Versioning model and breaking changes will be announced in the release notes. This means that while you may use them, you may need to update your source code when upgrading to a newer version of this package.


CloudWatch Application Signals is an auto-instrumentation solution built on OpenTelemetry that enables zero-code collection of monitoring data, such as traces and metrics, from applications running across multiple platforms. It also supports topology auto-discovery based on collected monitoring data and includes a new feature for managing service-level objectives (SLOs).

It supports Java, Python, .NET, and Node.js on platforms including EKS (and native Kubernetes), Lambda, ECS, and EC2. For more details, visit Application Signals on the AWS public website.

Application Signals Enablement L2 Constructs

A collection of L2 constructs which leverages native L1 CFN resources, simplifying the enablement steps and the creation of Application Signals resources.

ApplicationSignalsIntegration

ApplicationSignalsIntegration aims to address key challenges in the current CDK enablement process, which requires complex manual configurations for ECS customers. Application Signals is designed to be flexible and is supported for other platforms as well. However, the initial focus is on supporting ECS, with plans to potentially extend support to other platforms in the future.

Enable Application Signals on ECS with sidecar mode

  1. Configure instrumentation to instrument the application with the ADOT SDK Agent.
  2. Specify cloudWatchAgentSidecar to configure the CloudWatch Agent as a sidecar container.
from constructs import Construct
import aws_cdk.aws_applicationsignals_alpha as appsignals
import aws_cdk as cdk
import aws_cdk.aws_ec2 as ec2
import aws_cdk.aws_ecs as ecs

class MyStack(cdk.Stack):
    def __init__(self, scope=None, id=None, *, description=None, env=None, stackName=None, tags=None, notificationArns=None, synthesizer=None, terminationProtection=None, analyticsReporting=None, crossRegionReferences=None, permissionsBoundary=None, suppressTemplateIndentation=None, propertyInjectors=None):
        super().__init__()
        vpc = ec2.Vpc(self, "TestVpc")
        cluster = ecs.Cluster(self, "TestCluster", vpc=vpc)

        fargate_task_definition = ecs.FargateTaskDefinition(self, "SampleAppTaskDefinition",
            cpu=2048,
            memory_limit_mi_b=4096
        )

        fargate_task_definition.add_container("app",
            image=ecs.ContainerImage.from_registry("test/sample-app")
        )

        appsignals.ApplicationSignalsIntegration(self, "ApplicationSignalsIntegration",
            task_definition=fargate_task_definition,
            instrumentation=appsignals.InstrumentationProps(
                sdk_version=appsignals.JavaInstrumentationVersion.V2_10_0
            ),
            service_name="sample-app",
            cloud_watch_agent_sidecar=appsignals.CloudWatchAgentOptions(
                container_name="cloudwatch-agent",
                enable_logging=True,
                cpu=256,
                memory_limit_mi_b=512
            )
        )

        ecs.FargateService(self, "MySampleApp",
            cluster=cluster,
            task_definition=fargate_task_definition,
            desired_count=1
        )

Enable Application Signals on ECS with daemon mode

Note: Since the daemon deployment strategy is not supported on ECS Fargate, this mode is only supported on ECS on EC2.

  1. Run CloudWatch Agent as a daemon service with HOST network mode.
  2. Configure instrumentation to instrument the application with the ADOT Python Agent.
  3. Override environment variables by configuring overrideEnvironments to use service connect endpoints to communicate to the CloudWatch agent server
from constructs import Construct
import aws_cdk.aws_applicationsignals_alpha as appsignals
import aws_cdk as cdk
import aws_cdk.aws_ec2 as ec2
import aws_cdk.aws_ecs as ecs

class MyStack(cdk.Stack):
    def __init__(self, scope=None, id=None, *, description=None, env=None, stackName=None, tags=None, notificationArns=None, synthesizer=None, terminationProtection=None, analyticsReporting=None, crossRegionReferences=None, permissionsBoundary=None, suppressTemplateIndentation=None, propertyInjectors=None):
        super().__init__(scope, id, description=description, env=env, stackName=stackName, tags=tags, notificationArns=notificationArns, synthesizer=synthesizer, terminationProtection=terminationProtection, analyticsReporting=analyticsReporting, crossRegionReferences=crossRegionReferences, permissionsBoundary=permissionsBoundary, suppressTemplateIndentation=suppressTemplateIndentation, propertyInjectors=propertyInjectors)

        vpc = ec2.Vpc(self, "TestVpc")
        cluster = ecs.Cluster(self, "TestCluster", vpc=vpc)

        # Define Task Definition for CloudWatch agent (Daemon)
        cw_agent_task_definition = ecs.Ec2TaskDefinition(self, "CloudWatchAgentTaskDefinition",
            network_mode=ecs.NetworkMode.HOST
        )

        appsignals.CloudWatchAgentIntegration(self, "CloudWatchAgentIntegration",
            task_definition=cw_agent_task_definition,
            container_name="ecs-cwagent",
            enable_logging=False,
            cpu=128,
            memory_limit_mi_b=64,
            port_mappings=[ecs.PortMapping(
                container_port=4316,
                host_port=4316
            ), ecs.PortMapping(
                container_port=2000,
                host_port=2000
            )
            ]
        )

        # Create the CloudWatch Agent daemon service
        ecs.Ec2Service(self, "CloudWatchAgentDaemon",
            cluster=cluster,
            task_definition=cw_agent_task_definition,
            daemon=True
        )

        # Define Task Definition for user application
        sample_app_task_definition = ecs.Ec2TaskDefinition(self, "SampleAppTaskDefinition",
            network_mode=ecs.NetworkMode.HOST
        )

        sample_app_task_definition.add_container("app",
            image=ecs.ContainerImage.from_registry("test/sample-app"),
            cpu=0,
            memory_limit_mi_b=512
        )

        # No CloudWatch Agent side car is needed as application container communicates to CloudWatch Agent daemon through host network
        appsignals.ApplicationSignalsIntegration(self, "ApplicationSignalsIntegration",
            task_definition=sample_app_task_definition,
            instrumentation=appsignals.InstrumentationProps(
                sdk_version=appsignals.PythonInstrumentationVersion.V0_8_0
            ),
            service_name="sample-app"
        )

        ecs.Ec2Service(self, "MySampleApp",
            cluster=cluster,
            task_definition=sample_app_task_definition,
            desired_count=1
        )

Enable Application Signals on ECS with replica mode

Note Running CloudWatch Agent service using replica mode requires specific security group configurations to enable communication with other services. For Application Signals functionality, configure the security group with the following minimum inbound rules: Port 2000 (HTTP) and Port 4316 (HTTP). This configuration ensures proper connectivity between the CloudWatch Agent and dependent services.

  1. Run CloudWatch Agent as a replica service with service connect.
  2. Configure instrumentation to instrument the application with the ADOT Python Agent.
  3. Override environment variables by configuring overrideEnvironments to use service connect endpoints to communicate to the CloudWatch agent server
from constructs import Construct
import aws_cdk.aws_applicationsignals_alpha as appsignals
import aws_cdk as cdk
import aws_cdk.aws_ec2 as ec2
import aws_cdk.aws_ecs as ecs
from aws_cdk.aws_servicediscovery import PrivateDnsNamespace

class MyStack(cdk.Stack):
    def __init__(self, scope=None, id=None, *, description=None, env=None, stackName=None, tags=None, notificationArns=None, synthesizer=None, terminationProtection=None, analyticsReporting=None, crossRegionReferences=None, permissionsBoundary=None, suppressTemplateIndentation=None, propertyInjectors=None):
        super().__init__(scope, id, description=description, env=env, stackName=stackName, tags=tags, notificationArns=notificationArns, synthesizer=synthesizer, terminationProtection=terminationProtection, analyticsReporting=analyticsReporting, crossRegionReferences=crossRegionReferences, permissionsBoundary=permissionsBoundary, suppressTemplateIndentation=suppressTemplateIndentation, propertyInjectors=propertyInjectors)

        vpc = ec2.Vpc(self, "TestVpc")
        cluster = ecs.Cluster(self, "TestCluster", vpc=vpc)
        dns_namespace = PrivateDnsNamespace(self, "Namespace",
            vpc=vpc,
            name="local"
        )
        security_group = ec2.SecurityGroup(self, "ECSSG", vpc=vpc)
        security_group.add_ingress_rule(security_group, ec2.Port.tcp_range(0, 65535))

        # Define Task Definition for CloudWatch agent (Replica)
        cw_agent_task_definition = ecs.FargateTaskDefinition(self, "CloudWatchAgentTaskDefinition")

        appsignals.CloudWatchAgentIntegration(self, "CloudWatchAgentIntegration",
            task_definition=cw_agent_task_definition,
            container_name="ecs-cwagent",
            enable_logging=False,
            cpu=128,
            memory_limit_mi_b=64,
            port_mappings=[ecs.PortMapping(
                name="cwagent-4316",
                container_port=4316,
                host_port=4316
            ), ecs.PortMapping(
                name="cwagent-2000",
                container_port=2000,
                host_port=2000
            )
            ]
        )

        # Create the CloudWatch Agent replica service with service connect
        ecs.FargateService(self, "CloudWatchAgentService",
            cluster=cluster,
            task_definition=cw_agent_task_definition,
            security_groups=[security_group],
            service_connect_configuration=ecs.ServiceConnectProps(
                namespace=dns_namespace.namespace_arn,
                services=[ecs.ServiceConnectService(
                    port_mapping_name="cwagent-4316",
                    dns_name="cwagent-4316-http",
                    port=4316
                ), ecs.ServiceConnectService(
                    port_mapping_name="cwagent-2000",
                    dns_name="cwagent-2000-http",
                    port=2000
                )
                ]
            ),
            desired_count=1
        )

        # Define Task Definition for user application
        sample_app_task_definition = ecs.FargateTaskDefinition(self, "SampleAppTaskDefinition")

        sample_app_task_definition.add_container("app",
            image=ecs.ContainerImage.from_registry("test/sample-app"),
            cpu=0,
            memory_limit_mi_b=512
        )

        # Overwrite environment variables to connect to the CloudWatch Agent service just created
        appsignals.ApplicationSignalsIntegration(self, "ApplicationSignalsIntegration",
            task_definition=sample_app_task_definition,
            instrumentation=appsignals.InstrumentationProps(
                sdk_version=appsignals.PythonInstrumentationVersion.V0_8_0
            ),
            service_name="sample-app",
            override_environments=[appsignals.EnvironmentExtension(
                name=appsignals.CommonExporting.OTEL_AWS_APPLICATION_SIGNALS_EXPORTER_ENDPOINT,
                value="http://cwagent-4316-http:4316/v1/metrics"
            ), appsignals.EnvironmentExtension(
                name=appsignals.TraceExporting.OTEL_EXPORTER_OTLP_TRACES_ENDPOINT,
                value="http://cwagent-4316-http:4316/v1/traces"
            ), appsignals.EnvironmentExtension(
                name=appsignals.TraceExporting.OTEL_TRACES_SAMPLER_ARG,
                value="endpoint=http://cwagent-2000-http:2000"
            )
            ]
        )

        # Create ECS Service with service connect configuration
        ecs.FargateService(self, "MySampleApp",
            cluster=cluster,
            task_definition=sample_app_task_definition,
            service_connect_configuration=ecs.ServiceConnectProps(
                namespace=dns_namespace.namespace_arn
            ),
            desired_count=1
        )

Project details


Release history Release notifications | RSS feed

Download files

Download the file for your platform. If you're not sure which to choose, learn more about installing packages.

Source Distribution

Built Distribution

If you're not sure about the file name format, learn more about wheel file names.

File details

Details for the file aws_cdk_aws_applicationsignals_alpha-2.263.0a0.tar.gz.

File metadata

File hashes

Hashes for aws_cdk_aws_applicationsignals_alpha-2.263.0a0.tar.gz
Algorithm Hash digest
SHA256 0ee12f2cd2d8624e9989688dc14ea932b23097c71a685dbf83487a13c3941ce5
MD5 8b4cbde0e300d94e3adb0f7f41e6aa24
BLAKE2b-256 ae15808254d4ff2802c07e288564ed88d62d27f4e187883fb195b230b795af21

See more details on using hashes here.

File details

Details for the file aws_cdk_aws_applicationsignals_alpha-2.263.0a0-py3-none-any.whl.

File metadata

File hashes

Hashes for aws_cdk_aws_applicationsignals_alpha-2.263.0a0-py3-none-any.whl
Algorithm Hash digest
SHA256 fce4c980034b2ad99d507571320608a45ad5bd074996c0288afa3de627ad824d
MD5 924bd80f3ad438bb624bb8d5b1792f9a
BLAKE2b-256 6bd1b12e9b67c731b3e8f0b56ddabff92583f95c443854c7f7623da0962737b1

See more details on using hashes here.

Supported by

AWS Cloud computing and Security Sponsor Datadog Monitoring Depot Continuous Integration Fastly CDN Google Download Analytics Pingdom Monitoring Sentry Error logging StatusPage Status page