This is an AWS Step Functions state machine that helps you measure the initialization time (or Init Duration
in the REPORT log messages) of your Lambda functions. The initializatoin time is the time it takes to initialize the function module before Lambda is able to invoke the handler method.
The state machine is language agnostic. You can give it any function as input and the state machine will invoke it multiple times whilst inducing a cold start for each invocation by changing an environment variable value. It will then analyze the function's logs and report the following data points.
{
"coldStarts": 40,
"min": 308.3,
"fstQuartile": 323.86,
"median": 347.63,
"trdQuartile": 362.66,
"p95": 407,
"max": 422.56,
"stddev": 29.9653
}
The state machine expects input of the following format:
{
"functionName": "my-function",
"count": 100,
"payload": "{}"
}
Go to this page and click the Deploy
button.
To deploy this app via SAM, you need something like this in the CloudFormation template:
PropagateCloudFormationTags:
Type: AWS::Serverless::Application
Properties:
Location:
ApplicationId: arn:aws:serverlessrepo:us-east-1:374852340823:applications/measure-cold-start
SemanticVersion: <enter latest version>
To do the same via CloudFormation or the Serverless framework, you need to first add the following Transform
:
Transform: AWS::Serverless-2016-10-31
For more details, read this post.