AWS Lambda Serverless Monitoring in Python

Below we shall see the steps for AWS Python Serverless Auto-Instrumentation Monitoring in Atatus using OTel Lambda Layer.

To incorporate the OpenTelemetry Lambda layer into your Python functions, include the following layers in your functions.

arn:aws:lambda:<region>:184161586896:layer:opentelemetry-python-<version>
arn:aws:lambda:<region>:184161586896:layer:opentelemetry-collector-<amd64|arm64>-<version>

# example layer config

# arn:aws:lambda:us-east-1:184161586896:layer:opentelemetry-python-0_5_0:1
# arn:aws:lambda:us-east-1:184161586896:layer:opentelemetry-collector-amd64-0_5_0:1

region - set your region
version - use version from latest Otel OTel Lambda release
amd64|arm64 - choose architecture

In Atatus Dashboard navigate to Settings tab, then click on Account Settings. From there, go to API Keys. You can either generate a new API key or copy an existing one. After obtaining the API key, you’ll need to set it in the atatus-collector.yaml file under the exporter otlphttp header (see step 3).

Setup collector using the below steps

Establish an environment variable named OPENTELEMETRY_COLLECTOR_CONFIG_FILE=/var/task/atatus-collector.yaml within your Lambda function. This action instructs the extension on the location of the collector configuration.
You can optionally set the tags (env, service, and version - Optional) in the processors resource attributes. This helps with organizing all functions within a unified service, making filtering easier.

Please create a configuration file named as atatus-collector.yaml below: a. Place atatus-collector.yaml in the root directory.

receivers:
  otlp:
    protocols:
      http:

processors:
  resource:
    attributes:
      - key: env
        value: "<YOUR_ENV>"
        action: upsert
      - key: service
        value: "<YOUR_SERVICE_NAME>"
        action: upsert
      - key: version
        value: "<YOUR_VERSION>"
        action: upsert

exporters:
  otlphttp:
    endpoint: "https://otel-rx.atatus.com:443"
    headers:
      api-key: "YOUR_ATATUS_API_KEY"

service:
  pipelines:
    traces:
      receivers: [otlp]
      processors: [resource]
      exporters: [otlphttp]
    metrics:
      receivers: [otlp]
      processors: [resource]
      exporters: [otlphttp]

b. Configure the lambda function by setting the environment variables in the corresponding Serverless Environment.

AWS_LAMBDA_EXEC_WRAPPER: /opt/otel-instrument
OPENTELEMETRY_COLLECTOR_CONFIG_FILE: /var/task/atatus-collector.yaml
OTEL_PROPAGATORS: tracecontext
OTEL_TRACES_SAMPLER: always_on

4. Deploy this file along with your Lambda function.