Deploy an API fronted Lambda function using AWS CDK

# lambda_api_stack.pyfrom aws_cdk import Stackfrom aws_cdk import aws_apigateway as apigwfrom aws_cdk import aws_lambda as _lambdafrom aws_cdk import aws_lambda_python_alpha as _lambda_pythonfrom constructs import Constructclass LambdaModelPredictionsStack(Stack):    def __init__(self, scope: Construct, construct_id: str, **kwargs) -> None:        super().__init__(scope, construct_id, **kwargs)        # in __init__ I like to initialize the infrastructure I will be creating        self.prediction_lambda = None        self.gateway = None        # Additional useful infrastructure might include an S3 bucket,        # an EFS store, SQS queue, etc.        self.build_infrastructure()    def build_infrastructure(self):        # For convenience, consolidate infrastructure construction        self.build_lambda()        self.build_gateway()    def build_lambda(self):        self.prediction_lambda = _lambda_python.PythonFunction(            scope=self,            id="PredictionLambda",            # entry points to the directory            entry="lambda_funcs/APILambda",            # index is the file name            index="API_lambda.py",            # handler is the function entry point name in the lambda.py file            handler="handler",            runtime=_lambda.Runtime.PYTHON_3_9,            # name of function on AWS            function_name="ExampleAPILambda",        )    def build_gateway(self):        # This will attach an API gateway as a trigger to our        # lambda function above. The return of the handler function also        # gets routed back to the API gateway.        self.gateway = apigw.LambdaRestApi(            self, "Endpoint", handler=self.prediction_lambda        )

# lambda_funcs/APILambda/API_lambda.pyfrom logging import getLoggerlogger = getLogger()logger.setLevel(level="DEBUG")def handler(event, context):    logger.debug(msg=f"Initial event: {event}")    response = {        "isBase64Encoded": False,        "statusCode": 200,        "headers": {            "Access-Control-Allow-Origin": "*",        },        "body": f"Nice! You said {event['queryStringParameters']['q']}",    }    return response