def deploy_model()

in ezsmdeploy/__init__.py [0:0]

• 28 lines of code
• 3 McCabe index (conditional complexity)

    def deploy_model(self):

        if self.monitor:
            from sagemaker.model_monitor import DataCaptureConfig
            
            
            if prefix == '':
                tmps3uri = "s3://{}/ezsmdeploy/model-{}/datacapture".format(
                    self.bucket, self.name
                )
            else:
                tmps3uri = "s3://{}/{}/ezsmdeploy/model-{}/datacapture".format(
                    self.bucket, self.prefix, self.name
                )
            
            data_capture_config = DataCaptureConfig(
                enable_capture=True,
                sampling_percentage=100,
                destination_s3_uri=tmps3uri
            )
        else:
            data_capture_config = None

        self.predictor = self.sagemakermodel.deploy(
            initial_instance_count=self.instance_count,
            instance_type=self.instance_type,
            accelerator_type=self.ei,
            endpoint_name="ezsmdeploy-endpoint-" + self.name,
            update_endpoint=False,
            wait=self.wait,
            data_capture_config=data_capture_config,
        )

        self.endpoint_name = "ezsmdeploy-endpoint-" + self.name