azureml-core

import os from azureml.core import Workspace # Recommended: Store workspace configuration in a .azureml/config.json file # This allows Workspace.from_config() to load details automatically. # Example config.json: # { # "subscription_id": "YOUR_SUBSCRIPTION_ID", # "resource_group": "YOUR_RESOURCE_GROUP_NAME", # "workspace_name": "YOUR_WORKSPACE_NAME" # } try: # Attempt to load workspace from local config file ws = Workspace.from_config() print(f"Workspace loaded from config: {ws.name}") except Exception as e: print(f"Could not load workspace from config: {e}. Attempting direct connection...") # Fallback: Connect directly using environment variables or hardcoded values (not recommended for production) subscription_id = os.environ.get('AZURE_SUBSCRIPTION_ID', 'YOUR_SUBSCRIPTION_ID') resource_group = os.environ.get('AZURE_RESOURCE_GROUP', 'YOUR_RESOURCE_GROUP_NAME') workspace_name = os.environ.get('AZURE_WORKSPACE_NAME', 'YOUR_WORKSPACE_NAME') if 'YOUR_' in subscription_id or 'YOUR_' in resource_group or 'YOUR_' in workspace_name: print("Please provide valid Azure subscription, resource group, and workspace details.") else: try: ws = Workspace(subscription_id=subscription_id, resource_group=resource_group, workspace_name=workspace_name) print(f"Workspace connected: {ws.name}") except Exception as auth_e: print(f"Failed to connect to workspace with provided credentials: {auth_e}") print("Ensure you are authenticated (e.g., via `az login`) and have correct details.") # Example: Accessing workspace properties if 'ws' in locals() and ws is not None: print(f"Workspace Name: {ws.name}") print(f"Azure Region: {ws.location}") print(f"Default Datastore Name: {ws.get_default_datastore().name}")