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.env.example
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# Azure Subscription Variables
SUBSCRIPTION_ID = ''
LOCATION = ''
TENANT_ID = ''
BASE_NAME = ''
SP_APP_ID = ''
SP_APP_SECRET = ''
# Mock build/release ID for local testing - update ReleaseID each "release"
BUILD_BUILDID = '001'
RELEASE_RELEASEID = '001'
# Azure ML Workspace Variables
EXPERIMENT_NAME = ''
SCRIPT_FOLDER = './'
# AML Compute Cluster Config
AML_COMPUTE_CLUSTER_NAME = ''
AML_COMPUTE_CLUSTER_CPU_SKU = ''
AML_CLUSTER_MAX_NODES = ''
AML_CLUSTER_MIN_NODES = ''
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 = ''
PIPELINE_CONDA_PATH = 'aml_config/conda_dependencies.yml'
MODEL_PATH = ''
EVALUATE_SCRIPT_PATH = 'evaluate/evaluate_model.py'
REGISTER_SCRIPT_PATH = 'register/register_model.py'
SOURCES_DIR_TRAIN = 'code'
# These are not mandatory for the core workflow
# Remote VM Config
REMOTE_VM_NAME = ''
REMOTE_VM_USERNAME = ''
REMOTE_VM_PASSWORD = ''
REMOTE_VM_IP = ''
# Image config
IMAGE_NAME = ''
IMAGE_DESCRIPTION = ''
IMAGE_VERSION = ''
# ACI Config
ACI_CPU_CORES = ''
ACI_MEM_GB = ''
ACI_DESCRIPTION = ''