Capture Requests and Responses From AWS Services
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AWS Payload Extraction captures request and response data exchanged between your application and AWS services. This feature attaches the extracted information as tags to your traces, enabling you to view the data in dashboards and use it for alerting.
Requirements
The following AWS services are supported:
- Amazon Simple Notification Service (SNS)
- Amazon Simple Queue Service (SQS)
- Amazon Kinesis
- Amazon S3
- Amazon EventBridge
The following tracer versions and AWS SDK packages are supported:
Language | Version | Instrumented AWS SDK Packages |
---|
Node.js | 5.25.0+ or 4.49.0+ | @aws-sdk/* (AWS SDK v3) |
Java | 1.42.1+ | aws-sdk-v2 |
Python | 2.17.0+ | botocore (including boto3 ) |
How it works
AWS Payload Extraction extracts key-value pairs from hierarchical request and response bodies, converting them into dot-separated tags. For example:
Input JSON:
{
"Message": {
"foo.bar": "baz",
"Arr": ["a", "b"]
}
}
Generated tags:
aws.request.body.Message.foo\.bar: baz
aws.request.body.Message.Arr.0: a
aws.request.body.Message.Arr.1: b
The tracers are configured to match JSON data nested inside JSON documents, which is a common pattern with SQS payloads.
General configuration
To enable AWS Payload Extraction, set these environment variables:
# Parse requests
DD_TRACE_CLOUD_REQUEST_PAYLOAD_TAGGING=all
# Parse responses
DD_TRACE_CLOUD_RESPONSE_PAYLOAD_TAGGING=all
You can choose to parse:
- Only request bodies
- Only response bodies
- Both request and response bodies
The value all
indicates that the entire body is used to generate tags. See Protect sensitive information for more configuration options.
It’s expected that many of these payloads contain personally identifiable information (PII).
To protect sensitive information, the tracers replace common PII fields with 'redacted'
(such as phone numbers in SNS). Note: You can’t disable the default redactions.
You can specify additional fields to redact using JSONPath syntax in the environment variables. For example:
DD_TRACE_CLOUD_REQUEST_PAYLOAD_TAGGING=$.Metadata.UserId,$.Attributes.0.Pass
This example:
- Redacts the
UserId
field within the Metadata
object - Redacts the
Pass
field in the first element of the Attributes
array - Applies default redactions
- Processes request bodies only
Redaction rules apply across all services and cannot be configured per service.
Control the maximum depth of payload extraction with:
DD_TRACE_CLOUD_PAYLOAD_TAGGING_MAX_DEPTH=10
The default value is 10
. Nodes beyond this depth are ignored during tag generation. The main reason to modify this value is to adjust performance.
Setting these variables to an empty string or omitting them disables the feature:
DD_TRACE_CLOUD_REQUEST_PAYLOAD_TAGGING=""
DD_TRACE_CLOUD_RESPONSE_PAYLOAD_TAGGING=""
Language-specific configuration
Each tracer implementation provides additional configuration options specific to that language.
Supported services
The following services are supported:
- SNS
- SQS
- Kinesis
- S3
- EventBridge
To request support for additional services, open a feature request with the
Datadog Support team.
Default redaction rules
The Node.js tracer applies redaction rules on a per-service basis. For example:
- The
$.Endpoint
field is redacted only for SNS service requests. - Other tracers redact this field across all services.
Supported services
The following services are supported:
- SNS
- SQS
- Kinesis
- S3
- EventBridge
To enable tag extraction for additional services, use this environment variable:
# Default values
DD_TRACE_CLOUD_PAYLOAD_TAGGING_SERVICES=s3,sns,sqs,kinesis,eventbridge
Add services by appending to the comma-separated list. For example, to add support for AWS Amplify:
DD_TRACE_CLOUD_PAYLOAD_TAGGING_SERVICES=s3,sns,sqs,kinesis,eventbridge,amplify
Added services do not include default redactions. Test your application in staging to identify and configure necessary redactions.
Service naming
Service names are case-sensitive and use lowercase. To find valid service names:
- Visit the Boto3 Available Services page.
- Click the service name you want to use.
- Use the service name from the
boto3.client()
call.
Control the maximum number of extracted tags with:
# Default value
DD_TRACE_CLOUD_PAYLOAD_TAGGING_MAX_TAGS=758
The default value (758) is the maximum the Datadog Agent can accept. Increasing this value is not recommended.
Supported services
The following services are supported:
- SNS
- SQS
- Kinesis
- S3
- EventBridge
- API Gateway
To enable tag extraction for additional services, use this environment variable:
# Default values
DD_TRACE_CLOUD_PAYLOAD_TAGGING_SERVICES=ApiGateway,ApiGatewayV2,EventBridge,Sqs,Sns,S3,Kinesis
Added services do not include default redactions. Test your application in staging to identify and configure necessary redactions.
Service naming
Service names are case-sensitive and use PascalCase. To find a service name:
- Generate a trace that includes the AWS service.
- Find the service span.
- Look for the
aws_service
field.
For example:
- For AWS SSO, the resource name is
Sso.GetRoleCredentials
. - The
aws_service
field shows Sso
. - Use
Sso
in your configuration.
Control the maximum number of extracted tags with:
DD_TRACE_CLOUD_PAYLOAD_TAGGING_MAX_TAGS=758
The default value (758) is the maximum the Datadog Agent can accept. Increasing this value is not recommended.
Best practices
- Different tracers use different JSONPath implementations, so test your queries with each tracer individually.
- Always verify redaction behavior in a Staging environment before enabling in Production.
Further reading
Más enlaces, artículos y documentación útiles: