Deployments - Create Or Update

PUT https://management.azure.com/subscriptions/subscriptionId/resourceGroups/resourceGroupName/providers/Microsoft.CognitiveServices/accounts/accountName/deployments/deploymentName?api-version=2024-10-01

{
  "sku": {
    "name": "Standard",
    "capacity": 1
  },
  "properties": {
    "model": {
      "format": "OpenAI",
      "name": "ada",
      "version": "1"
    }
  }
}

import com.azure.resourcemanager.cognitiveservices.models.DeploymentModel;
import com.azure.resourcemanager.cognitiveservices.models.DeploymentProperties;
import com.azure.resourcemanager.cognitiveservices.models.Sku;

/**
 * Samples for Deployments CreateOrUpdate.
 */
public final class Main {
    /*
     * x-ms-original-file:
     * specification/cognitiveservices/resource-manager/Microsoft.CognitiveServices/stable/2024-10-01/examples/
     * PutDeployment.json
     */
    /**
     * Sample code: PutDeployment.
     * 
     * @param manager Entry point to CognitiveServicesManager.
     */
    public static void putDeployment(com.azure.resourcemanager.cognitiveservices.CognitiveServicesManager manager) {
        manager.deployments().define("deploymentName").withExistingAccount("resourceGroupName", "accountName")
            .withSku(new Sku().withName("Standard").withCapacity(1)).withProperties(new DeploymentProperties()
                .withModel(new DeploymentModel().withFormat("OpenAI").withName("ada").withVersion("1")))
            .create();
    }
}

To use the Azure SDK library in your project, see this documentation. To provide feedback on this code sample, open a GitHub issue

from azure.identity import DefaultAzureCredential

from azure.mgmt.cognitiveservices import CognitiveServicesManagementClient

"""
# PREREQUISITES
    pip install azure-identity
    pip install azure-mgmt-cognitiveservices
# USAGE
    python put_deployment.py

    Before run the sample, please set the values of the client ID, tenant ID and client secret
    of the AAD application as environment variables: AZURE_CLIENT_ID, AZURE_TENANT_ID,
    AZURE_CLIENT_SECRET. For more info about how to get the value, please see:
    https://docs.microsoft.com/azure/active-directory/develop/howto-create-service-principal-portal
"""


def main():
    client = CognitiveServicesManagementClient(
        credential=DefaultAzureCredential(),
        subscription_id="subscriptionId",
    )

    response = client.deployments.begin_create_or_update(
        resource_group_name="resourceGroupName",
        account_name="accountName",
        deployment_name="deploymentName",
        deployment={
            "properties": {"model": {"format": "OpenAI", "name": "ada", "version": "1"}},
            "sku": {"capacity": 1, "name": "Standard"},
        },
    ).result()
    print(response)


# x-ms-original-file: specification/cognitiveservices/resource-manager/Microsoft.CognitiveServices/stable/2024-10-01/examples/PutDeployment.json
if __name__ == "__main__":
    main()

To use the Azure SDK library in your project, see this documentation. To provide feedback on this code sample, open a GitHub issue

package armcognitiveservices_test

import (
	"context"
	"log"

	"github.com/Azure/azure-sdk-for-go/sdk/azcore/to"
	"github.com/Azure/azure-sdk-for-go/sdk/azidentity"
	"github.com/Azure/azure-sdk-for-go/sdk/resourcemanager/cognitiveservices/armcognitiveservices"
)

// Generated from example definition: https://github.com/Azure/azure-rest-api-specs/blob/069a65e8a6d1a6c0c58d9a9d97610b7103b6e8a5/specification/cognitiveservices/resource-manager/Microsoft.CognitiveServices/stable/2024-10-01/examples/PutDeployment.json
func ExampleDeploymentsClient_BeginCreateOrUpdate() {
	cred, err := azidentity.NewDefaultAzureCredential(nil)
	if err != nil {
		log.Fatalf("failed to obtain a credential: %v", err)
	}
	ctx := context.Background()
	clientFactory, err := armcognitiveservices.NewClientFactory("<subscription-id>", cred, nil)
	if err != nil {
		log.Fatalf("failed to create client: %v", err)
	}
	poller, err := clientFactory.NewDeploymentsClient().BeginCreateOrUpdate(ctx, "resourceGroupName", "accountName", "deploymentName", armcognitiveservices.Deployment{
		Properties: &armcognitiveservices.DeploymentProperties{
			Model: &armcognitiveservices.DeploymentModel{
				Name:    to.Ptr("ada"),
				Format:  to.Ptr("OpenAI"),
				Version: to.Ptr("1"),
			},
		},
		SKU: &armcognitiveservices.SKU{
			Name:     to.Ptr("Standard"),
			Capacity: to.Ptr[int32](1),
		},
	}, nil)
	if err != nil {
		log.Fatalf("failed to finish the request: %v", err)
	}
	res, err := poller.PollUntilDone(ctx, nil)
	if err != nil {
		log.Fatalf("failed to pull the result: %v", err)
	}
	// You could use response here. We use blank identifier for just demo purposes.
	_ = res
	// If the HTTP response code is 200 as defined in example definition, your response structure would look as follows. Please pay attention that all the values in the output are fake values for just demo purposes.
	// res.Deployment = armcognitiveservices.Deployment{
	// 	Name: to.Ptr("deploymentName"),
	// 	Type: to.Ptr("Microsoft.CognitiveServices/accounts/deployments"),
	// 	ID: to.Ptr("/subscriptions/subscriptionId/resourceGroups/resourceGroupName/providers/Microsoft.CognitiveServices/accounts/accountName/deployments/deploymentName"),
	// 	Properties: &armcognitiveservices.DeploymentProperties{
	// 		Model: &armcognitiveservices.DeploymentModel{
	// 			Name: to.Ptr("ada"),
	// 			Format: to.Ptr("OpenAI"),
	// 			Version: to.Ptr("1"),
	// 		},
	// 		ProvisioningState: to.Ptr(armcognitiveservices.DeploymentProvisioningStateSucceeded),
	// 	},
	// 	SKU: &armcognitiveservices.SKU{
	// 		Name: to.Ptr("Standard"),
	// 		Capacity: to.Ptr[int32](1),
	// 	},
	// }
}

To use the Azure SDK library in your project, see this documentation. To provide feedback on this code sample, open a GitHub issue

const { CognitiveServicesManagementClient } = require("@azure/arm-cognitiveservices");
const { DefaultAzureCredential } = require("@azure/identity");

/**
 * This sample demonstrates how to Update the state of specified deployments associated with the Cognitive Services account.
 *
 * @summary Update the state of specified deployments associated with the Cognitive Services account.
 * x-ms-original-file: specification/cognitiveservices/resource-manager/Microsoft.CognitiveServices/stable/2024-10-01/examples/PutDeployment.json
 */
async function putDeployment() {
  const subscriptionId = process.env["COGNITIVESERVICES_SUBSCRIPTION_ID"] || "subscriptionId";
  const resourceGroupName = process.env["COGNITIVESERVICES_RESOURCE_GROUP"] || "resourceGroupName";
  const accountName = "accountName";
  const deploymentName = "deploymentName";
  const deployment = {
    properties: { model: { name: "ada", format: "OpenAI", version: "1" } },
    sku: { name: "Standard", capacity: 1 },
  };
  const credential = new DefaultAzureCredential();
  const client = new CognitiveServicesManagementClient(credential, subscriptionId);
  const result = await client.deployments.beginCreateOrUpdateAndWait(
    resourceGroupName,
    accountName,
    deploymentName,
    deployment,
  );
  console.log(result);
}

To use the Azure SDK library in your project, see this documentation. To provide feedback on this code sample, open a GitHub issue

using Azure;
using Azure.ResourceManager;
using System;
using System.Threading.Tasks;
using Azure.Core;
using Azure.Identity;
using Azure.ResourceManager.CognitiveServices.Models;
using Azure.ResourceManager.CognitiveServices;

// Generated from example definition: specification/cognitiveservices/resource-manager/Microsoft.CognitiveServices/stable/2024-10-01/examples/PutDeployment.json
// this example is just showing the usage of "Deployments_CreateOrUpdate" operation, for the dependent resources, they will have to be created separately.

// get your azure access token, for more details of how Azure SDK get your access token, please refer to https://learn.microsoft.com/en-us/dotnet/azure/sdk/authentication?tabs=command-line
TokenCredential cred = new DefaultAzureCredential();
// authenticate your client
ArmClient client = new ArmClient(cred);

// this example assumes you already have this CognitiveServicesAccountResource created on azure
// for more information of creating CognitiveServicesAccountResource, please refer to the document of CognitiveServicesAccountResource
string subscriptionId = "subscriptionId";
string resourceGroupName = "resourceGroupName";
string accountName = "accountName";
ResourceIdentifier cognitiveServicesAccountResourceId = CognitiveServicesAccountResource.CreateResourceIdentifier(subscriptionId, resourceGroupName, accountName);
CognitiveServicesAccountResource cognitiveServicesAccount = client.GetCognitiveServicesAccountResource(cognitiveServicesAccountResourceId);

// get the collection of this CognitiveServicesAccountDeploymentResource
CognitiveServicesAccountDeploymentCollection collection = cognitiveServicesAccount.GetCognitiveServicesAccountDeployments();

// invoke the operation
string deploymentName = "deploymentName";
CognitiveServicesAccountDeploymentData data = new CognitiveServicesAccountDeploymentData()
{
    Sku = new CognitiveServicesSku("Standard")
    {
        Capacity = 1,
    },
    Properties = new CognitiveServicesAccountDeploymentProperties()
    {
        Model = new CognitiveServicesAccountDeploymentModel()
        {
            Format = "OpenAI",
            Name = "ada",
            Version = "1",
        },
    },
};
ArmOperation<CognitiveServicesAccountDeploymentResource> lro = await collection.CreateOrUpdateAsync(WaitUntil.Completed, deploymentName, data);
CognitiveServicesAccountDeploymentResource result = lro.Value;

// the variable result is a resource, you could call other operations on this instance as well
// but just for demo, we get its data from this resource instance
CognitiveServicesAccountDeploymentData resourceData = result.Data;
// for demo we just print out the id
Console.WriteLine($"Succeeded on id: {resourceData.Id}");

To use the Azure SDK library in your project, see this documentation. To provide feedback on this code sample, open a GitHub issue