diff options
Diffstat (limited to '.venv/lib/python3.12/site-packages/azure/ai/ml/_arm_deployments/arm_helper.py')
-rw-r--r-- | .venv/lib/python3.12/site-packages/azure/ai/ml/_arm_deployments/arm_helper.py | 61 |
1 files changed, 61 insertions, 0 deletions
diff --git a/.venv/lib/python3.12/site-packages/azure/ai/ml/_arm_deployments/arm_helper.py b/.venv/lib/python3.12/site-packages/azure/ai/ml/_arm_deployments/arm_helper.py new file mode 100644 index 00000000..14070db7 --- /dev/null +++ b/.venv/lib/python3.12/site-packages/azure/ai/ml/_arm_deployments/arm_helper.py @@ -0,0 +1,61 @@ +# --------------------------------------------------------- +# Copyright (c) Microsoft Corporation. All rights reserved. +# --------------------------------------------------------- + +from os import path +from typing import Any, Dict + +from azure.ai.ml._utils.utils import load_json +from azure.ai.ml.constants._common import ArmConstants, AzureMLResourceType +from azure.ai.ml.exceptions import ErrorTarget, ValidationException + +template_mapping = { + ArmConstants.BASE_TYPE: "base_template.json", + ArmConstants.CODE_TYPE: "code.json", + ArmConstants.CODE_VERSION_TYPE: "code_version.json", + ArmConstants.ENVIRONMENT_VERSION_TYPE: "environment_version.json", + ArmConstants.MODEL_VERSION_TYPE: "model_version.json", + ArmConstants.MODEL_TYPE: "model.json", + ArmConstants.ONLINE_ENDPOINT_TYPE: "online_endpoint.json", + ArmConstants.ONLINE_DEPLOYMENT_TYPE: "online_deployment.json", + ArmConstants.UPDATE_ONLINE_ENDPOINT_TYPE: "update_online_endpoint.json", + ArmConstants.WORKSPACE_BASE: "workspace_base.json", + ArmConstants.WORKSPACE_PARAM: "workspace_param.json", + ArmConstants.FEATURE_STORE_ROLE_ASSIGNMENTS: "feature_store_role_assignments.json", + ArmConstants.FEATURE_STORE_ROLE_ASSIGNMENTS_PARAM: "feature_store_role_assignments_param.json", + ArmConstants.WORKSPACE_PROJECT: "workspace_project.json", +} + + +deployment_message_mapping = { + ArmConstants.CODE_TYPE: "Registering code: ({0})", + AzureMLResourceType.CODE: "Registering code version: ({0})", + ArmConstants.CODE_VERSION_TYPE: "Registering code version: ({0})", + ArmConstants.ENVIRONMENT_VERSION_TYPE: "Registering environment version: ({0})", + AzureMLResourceType.ENVIRONMENT: "Registering environment version: ({0})", + ArmConstants.MODEL_VERSION_TYPE: "Registering model version: ({0})", + ArmConstants.MODEL_TYPE: "Registering model: ({0})", + AzureMLResourceType.MODEL: "Registering model version: ({0})", + ArmConstants.ONLINE_ENDPOINT_TYPE: "Creating endpoint: {0}", + ArmConstants.ONLINE_DEPLOYMENT_TYPE: "Creating or updating deployment: {0}", + AzureMLResourceType.DEPLOYMENT: "Creating or updating deployment: {0}", + ArmConstants.UPDATE_ONLINE_ENDPOINT_TYPE: "Updating traffic", + ArmConstants.KEY_VAULT_PARAMETER_NAME: "Creating Key Vault: ({0})", + ArmConstants.LOG_ANALYTICS: "Creating Log Analytics Workspace: ({0})", + ArmConstants.APP_INSIGHTS_PARAMETER_NAME: "Creating Application Insights: ({0})", + ArmConstants.CONTAINER_REGISTRY_PARAMETER_NAME: "Creating Container Registry: ({0})", + ArmConstants.STORAGE_ACCOUNT_PARAMETER_NAME: "Creating Storage Account: ({0})", + AzureMLResourceType.WORKSPACE: "Creating AzureML Workspace: ({0})", + AzureMLResourceType.CONNECTIONS: "Creating connection: ({0})", + ArmConstants.USER_ASSIGNED_IDENTITIES: "Creating User Assigned Identities: ({0})", + ArmConstants.ROLE_ASSIGNMENTS: "Creating Role Assignment: ({0})", + ArmConstants.MULTIPLE_ENDPOINTS_TYPE: "Creating endpoints: ({0})", +} + + +def get_template(resource_type: str) -> Dict[str, Any]: + if resource_type not in template_mapping: + msg = "can't find the template for the resource {}".format(resource_type) + raise ValidationException(message=msg, no_personal_data_message=msg, target=ErrorTarget.ARM_RESOURCE) + template_path = path.join(path.dirname(__file__), "arm_templates", template_mapping[resource_type]) + return load_json(file_path=template_path) |