# Azure Subscription Variables SUBSCRIPTION_ID = '' LOCATION = 'westeurope' TENANT_ID = '' BASE_NAME = '' SP_APP_ID = '' SP_APP_SECRET = '' RESOUCE_GROUP = 'mlops-rg' # Mock build/release ID for local testing BUILD_BUILDID = '001' # Azure ML Workspace Variables WORKSPACE_NAME = 'aml-workspace' EXPERIMENT_NAME = '' SCRIPT_FOLDER = './' # AML Compute Cluster Config AML_COMPUTE_CLUSTER_NAME = 'train-cluster' AML_COMPUTE_CLUSTER_CPU_SKU = 'STANDARD_DS2_V2' AML_CLUSTER_MAX_NODES = '4' AML_CLUSTER_MIN_NODES = '0' AML_CLUSTER_PRIORITY = 'lowpriority' # Training Config MODEL_NAME = 'sklearn_regression_model.pkl' MODEL_VERSION = '1' TRAIN_SCRIPT_PATH = 'training/train.py' # AML Pipeline Config TRAINING_PIPELINE_NAME = 'Training Pipeline' MODEL_PATH = '' EVALUATE_SCRIPT_PATH = 'evaluate/evaluate_model.py' REGISTER_SCRIPT_PATH = 'register/register_model.py' SOURCES_DIR_TRAIN = 'code' # Optional. Used by a training pipeline with R on Databricks DB_CLUSTER_ID = '' # Optional. Container Image name for image creation IMAGE_NAME = 'mltrained'