def build()

in google_cloud_automlops/orchestration/base.py [0:0]

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

    def build(self):
        """Constructs and writes files related to submission services and model monitoring. 
        
            Files created under AutoMLOps/:
                services/
                    submission_service/
                        Dockerfile
                        main.py
                        requirements.txt
                model_monitoring/ (if requested)
                    monitor.py
                    requirements.txt
        """
        # Extract additional attributes from defaults file
        defaults = read_yaml_file(GENERATED_DEFAULTS_FILE)
        self.pipeline_storage_path = defaults['pipelines']['pipeline_storage_path']
        self.pipeline_job_location = defaults['gcp']['pipeline_job_location']
        self.pipeline_job_runner_service_account = defaults['gcp']['pipeline_job_runner_service_account']
        self.pipeline_job_submission_service_type = defaults['gcp']['pipeline_job_submission_service_type']
        self.project_id = defaults['gcp']['project_id']
        self.setup_model_monitoring = defaults['gcp']['setup_model_monitoring']

        # Set directory for files to be written to
        self.submission_service_base_dir = BASE_DIR + 'services/submission_service'

        # Build services files
        self._build_submission_services()

        # Setup model monitoring
        if self.setup_model_monitoring:
            self._build_monitoring()