from azureml.core.compute import ComputeTarget, AmlCompute from azureml.core.compute_target import ComputeTargetException cluster_name = "ac-aml" try: # Check for existing compute target pipeline_cluster = ComputeTarget(workspace=ws, name=cluster_name) print('Found existing cluster, use it.') except ComputeTargetException: # If it doesn't already exist, create it try: compute_config = AmlCompute.provisioning_configuration(vm_size='STANDARD_DS2_V2', max_nodes=2) pipeline_cluster = ComputeTarget.create(ws, cluster_name, compute_config) pipeline_cluster.wait_for_completion(show_output=True) except Exception as ex: print(ex)
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