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Adding azure pool config file (expected to fail) [skip ci]
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,206 @@ | ||
| import datetime | ||
| import os | ||
| import sys | ||
| import toml | ||
|
|
||
| from azure.identity import ( | ||
| ChainedTokenCredential, | ||
| EnvironmentCredential, | ||
| AzureCliCredential, | ||
| ClientSecretCredential, | ||
| ) | ||
| from azure.keyvault.secrets import SecretClient | ||
| from azure.storage.blob import BlobServiceClient | ||
| from azure.mgmt.batch import BatchManagementClient | ||
| from azure.core.exceptions import HttpResponseError | ||
|
|
||
|
|
||
| def create_container(blob_service_client: BlobServiceClient, container_name: str): | ||
| container_client = blob_service_client.get_container_client( | ||
| container=container_name | ||
| ) | ||
| if not container_client.exists(): | ||
| container_client.create_container() | ||
| print("Container [{}] created.".format(container_name)) | ||
| else: | ||
| print("Container [{}] already exists.".format(container_name)) | ||
|
|
||
|
|
||
| def get_autoscale_formula(): | ||
| autoscale_file = os.path.join(sys.path[0], "autoscale_formula.txt") | ||
| with open(autoscale_file, "r") as autoscale_text: | ||
| return autoscale_text.read() | ||
|
|
||
| if __name__ == "__main__": | ||
| start_time = datetime.datetime.now() | ||
|
|
||
| # Load configuration | ||
| config = toml.load("run_azure_batch/configuration.toml") | ||
|
|
||
| # Get credential | ||
| # First use user credential to access the key vault | ||
| credential_order = (EnvironmentCredential(), AzureCliCredential()) | ||
| user_credential = ChainedTokenCredential(*credential_order) | ||
| secret_client = SecretClient( | ||
| vault_url=config["Authentication"]["vault_url"], | ||
| credential=user_credential, | ||
| ) | ||
| sp_secret = secret_client.get_secret( | ||
| config["Authentication"]["vault_sp_secret_id"] | ||
| ).value | ||
| # Get Service Principal credential from key vault | ||
| sp_credential = ClientSecretCredential( | ||
| tenant_id=config["Authentication"]["tenant_id"], | ||
| client_id=config["Authentication"]["application_id"], | ||
| client_secret=sp_secret, | ||
| ) | ||
|
|
||
| # Create the Azure Storage Blob Service Client | ||
| blob_service_client = BlobServiceClient( | ||
| account_url=config["Storage"]["storage_account_url"], | ||
| credential=sp_credential, | ||
| ) | ||
|
|
||
| # Create the blob storage container for this batch job | ||
| input_container_name = "nnh-rt-input" | ||
| create_container(blob_service_client, input_container_name) | ||
| output_container_name = "nnh-rt-output" | ||
| create_container(blob_service_client, output_container_name) | ||
|
|
||
| # Create the Azure Batch Management client | ||
| batch_mgmt_client = BatchManagementClient( | ||
| credential=sp_credential, | ||
| subscription_id=config["Authentication"]["subscription_id"], | ||
| ) | ||
|
|
||
| # Define the JSON for the batch pool creation request | ||
|
|
||
| # User-assigned identity for the pool | ||
| user_identity = { | ||
| "type": "UserAssigned", | ||
| "userAssignedIdentities": { | ||
| config["Authentication"]["user_assigned_identity"]: { | ||
| "clientId": config["Authentication"]["client_id"], | ||
| "principalId": config["Authentication"]["principal_id"], | ||
| } | ||
| }, | ||
| } | ||
|
|
||
| # Network configuration with no public IP and virtual network | ||
| network_config = { | ||
| "subnetId": config["Authentication"]["subnet_id"], | ||
| "publicIPAddressConfiguration": {"provision": "NoPublicIPAddresses"}, | ||
| "dynamicVnetAssignmentScope": "None", | ||
| } | ||
|
|
||
| # Virtual machine configuration | ||
| deployment_config = { | ||
| "virtualMachineConfiguration": { | ||
| "imageReference": { | ||
| "publisher": "microsoft-azure-batch", | ||
| "offer": "ubuntu-server-container", | ||
| "sku": "20-04-lts", | ||
| "version": "latest", | ||
| }, | ||
| "nodeAgentSkuId": "batch.node.ubuntu 20.04", | ||
| "containerConfiguration": { | ||
| "type": "dockercompatible", | ||
| "containerImageNames": [config["Container"]["container_image_name"]], | ||
| "containerRegistries": [ | ||
| { | ||
| "registryServer": config["Container"]["container_registry_url"], | ||
| "userName": config["Container"]["container_registry_username"], | ||
| "password": config["Container"]["container_registry_password"], | ||
| "registryServer": config["Container"][ | ||
| "container_registry_server" | ||
| ], | ||
| # "registryServer": config["Container"]["container_registry_url"], | ||
| # "identityReference": { | ||
| # "resourceId": config["Authentication"][ | ||
| # "user_assigned_identity" | ||
| # ] | ||
| # }, | ||
| } | ||
| ], | ||
| }, | ||
| } | ||
| } | ||
|
|
||
| # Mount configuration | ||
| mount_config = [ | ||
| { | ||
| "azureBlobFileSystemConfiguration": { | ||
| "accountName": config["Storage"]["storage_account_name"], | ||
| "identityReference": { | ||
| "resourceId": config["Authentication"]["user_assigned_identity"] | ||
| }, | ||
| "containerName": "nnh-rt-input", | ||
| "blobfuseOptions": "-o direct_io", | ||
| "relativeMountPath": "input", | ||
| } | ||
| }, | ||
| { | ||
| "azureBlobFileSystemConfiguration": { | ||
| "accountName": config["Storage"]["storage_account_name"], | ||
| "identityReference": { | ||
| "resourceId": config["Authentication"]["user_assigned_identity"] | ||
| }, | ||
| "containerName": "nnh-rt-output", | ||
| "blobfuseOptions": "-o direct_io", | ||
| "relativeMountPath": "output", | ||
| } | ||
| }, | ||
| ] | ||
|
|
||
| # Assemble the pool parameters JSON | ||
| pool_parameters = { | ||
| "identity": user_identity, | ||
| "properties": { | ||
| "vmSize": config["Batch"]["pool_vm_size"], | ||
| "interNodeCommunication": "Disabled", | ||
| "taskSlotsPerNode": 1, | ||
| "taskSchedulingPolicy": {"nodeFillType": "Spread"}, | ||
| "deploymentConfiguration": deployment_config, | ||
| "networkConfiguration": network_config, | ||
| "scaleSettings": { | ||
| # "fixedScale": { | ||
| # "targetDedicatedNodes": 1, | ||
| # "targetLowPriorityNodes": 0, | ||
| # "resizeTimeout": "PT15M" | ||
| # } | ||
| "autoScale": { | ||
| "evaluationInterval": "PT5M", | ||
| "formula": get_autoscale_formula(), | ||
| } | ||
| }, | ||
| "resizeOperationStatus": { | ||
| "targetDedicatedNodes": 1, | ||
| "nodeDeallocationOption": "Requeue", | ||
| "resizeTimeout": "PT15M", | ||
| "startTime": "2023-07-05T13:18:25.7572321Z", | ||
| }, | ||
| "currentDedicatedNodes": 1, | ||
| "currentLowPriorityNodes": 0, | ||
| "targetNodeCommunicationMode": "Simplified", | ||
| "currentNodeCommunicationMode": "Simplified", | ||
| "mountConfiguration": mount_config, | ||
| }, | ||
| } | ||
|
|
||
| pool_id = config["Batch"]["pool_id"] | ||
| account_name = config["Batch"]["batch_account_name"] | ||
| resource_group_name = config["Authentication"]["resource_group"] | ||
|
|
||
| try: | ||
| batch_mgmt_client.pool.create( | ||
| resource_group_name=resource_group_name, | ||
| account_name=account_name, | ||
| pool_name=pool_id, | ||
| parameters=pool_parameters, | ||
| ) | ||
| print(f"Pool {pool_id!r} created") | ||
| except HttpResponseError as error: | ||
| if "PropertyCannotBeUpdated" in error.message: | ||
| print(f"Pool {pool_id!r} already exists") | ||
| else: | ||
| raise error |