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[AutoPR azure-resourcemanager-machinelearning] Add finetuning job with maap contracts. #11077

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Original file line number Diff line number Diff line change
@@ -1,6 +1,8 @@
# Release History

## 1.1.0-beta.1 (Unreleased)
## 1.0.0-beta.1 (2024-06-29)

- Azure Resource Manager Machine Learning client library for Java. This package contains Microsoft Azure SDK for Machine Learning Management SDK. These APIs allow end users to operate on Azure Machine Learning Workspace resources. Package tag package-preview-2024-07. For documentation on how to use this package, please see [Azure Management Libraries for Java](https://aka.ms/azsdk/java/mgmt).

### Features Added

Expand Down
62 changes: 52 additions & 10 deletions sdk/machinelearning/azure-resourcemanager-machinelearning/README.md
Original file line number Diff line number Diff line change
Expand Up @@ -2,7 +2,7 @@

Azure Resource Manager Machine Learning client library for Java.

This package contains Microsoft Azure SDK for Machine Learning Management SDK. These APIs allow end users to operate on Azure Machine Learning Workspace resources. Package tag package-2022-10. For documentation on how to use this package, please see [Azure Management Libraries for Java](https://aka.ms/azsdk/java/mgmt).
This package contains Microsoft Azure SDK for Machine Learning Management SDK. These APIs allow end users to operate on Azure Machine Learning Workspace resources. Package tag package-preview-2024-07. For documentation on how to use this package, please see [Azure Management Libraries for Java](https://aka.ms/azsdk/java/mgmt).

## We'd love to hear your feedback

Expand Down Expand Up @@ -32,7 +32,7 @@ Various documentation is available to help you get started
<dependency>
<groupId>com.azure.resourcemanager</groupId>
<artifactId>azure-resourcemanager-machinelearning</artifactId>
<version>1.0.0</version>
<version>1.1.0-beta.1</version>
</dependency>
```
[//]: # ({x-version-update-end})
Expand All @@ -45,15 +45,11 @@ Azure Management Libraries require a `TokenCredential` implementation for authen

### Authentication

By default, Azure Active Directory token authentication depends on correct configuration of the following environment variables.
Microsoft Entra ID token authentication relies on the [credential class][azure_identity_credentials] from [Azure Identity][azure_identity] package.

- `AZURE_CLIENT_ID` for Azure client ID.
- `AZURE_TENANT_ID` for Azure tenant ID.
- `AZURE_CLIENT_SECRET` or `AZURE_CLIENT_CERTIFICATE_PATH` for client secret or client certificate.
Azure subscription ID can be configured via `AZURE_SUBSCRIPTION_ID` environment variable.

In addition, Azure subscription ID can be configured via `AZURE_SUBSCRIPTION_ID` environment variable.

With above configuration, `azure` client can be authenticated using the following code:
Assuming the use of the `DefaultAzureCredential` credential class, the client can be authenticated using the following code:

```java
AzureProfile profile = new AzureProfile(AzureEnvironment.AZURE);
Expand All @@ -74,6 +70,49 @@ See [API design][design] for general introduction on design and key concepts on

## Examples

```java
workspace = machineLearningManager.workspaces()
.define(workspaceName)
.withExistingResourceGroup(resourceGroupName)
.withRegion(REGION)
.withSku(new Sku().withName("Basic").withTier(SkuTier.BASIC))
.withIdentity(new ManagedServiceIdentity().withType(ManagedServiceIdentityType.SYSTEM_ASSIGNED))
.withFriendlyName(workspaceName)
.withStorageAccount(
storageManager.storageAccounts()
.define(storageName)
.withRegion(REGION)
.withExistingResourceGroup(resourceGroupName)
.withSku(StorageAccountSkuType.STANDARD_LRS)
.withMinimumTlsVersion(MinimumTlsVersion.TLS1_0)
.withHnsEnabled(false)
.withAccessFromAzureServices()
.withOnlyHttpsTraffic()
.withBlobStorageAccountKind().withAccessTier(AccessTier.HOT)
.create()
.id())
.withKeyVault(
keyVaultManager.vaults()
.define(keyVaultName)
.withRegion(REGION)
.withExistingResourceGroup(resourceGroupName)
.withEmptyAccessPolicy()
.withSku(SkuName.STANDARD)
.withDeploymentDisabled()
.withAccessFromAllNetworks()
.create()
.id())
.withApplicationInsights(
applicationInsightsManager.components()
.define(insightName)
.withRegion(REGION)
.withExistingResourceGroup(resourceGroupName)
.withKind("web")
.withApplicationType(ApplicationType.WEB)
.create()
.id())
.create();
```
[Code snippets and samples](https://github.com/Azure/azure-sdk-for-java/blob/main/sdk/machinelearning/azure-resourcemanager-machinelearning/SAMPLE.md)


Expand All @@ -94,12 +133,15 @@ This project has adopted the [Microsoft Open Source Code of Conduct][coc]. For m
<!-- LINKS -->
[survey]: https://microsoft.qualtrics.com/jfe/form/SV_ehN0lIk2FKEBkwd?Q_CHL=DOCS
[docs]: https://azure.github.io/azure-sdk-for-java/
[jdk]: https://docs.microsoft.com/java/azure/jdk/
[jdk]: https://learn.microsoft.com/azure/developer/java/fundamentals/
[azure_subscription]: https://azure.microsoft.com/free/
[azure_identity]: https://github.com/Azure/azure-sdk-for-java/blob/main/sdk/identity/azure-identity
[azure_identity_credentials]: https://github.com/Azure/azure-sdk-for-java/tree/main/sdk/identity/azure-identity#credentials
[azure_core_http_netty]: https://github.com/Azure/azure-sdk-for-java/blob/main/sdk/core/azure-core-http-netty
[authenticate]: https://github.com/Azure/azure-sdk-for-java/blob/main/sdk/resourcemanager/docs/AUTH.md
[design]: https://github.com/Azure/azure-sdk-for-java/blob/main/sdk/resourcemanager/docs/DESIGN.md
[cg]: https://github.com/Azure/azure-sdk-for-java/blob/main/CONTRIBUTING.md
[coc]: https://opensource.microsoft.com/codeofconduct/
[coc_faq]: https://opensource.microsoft.com/codeofconduct/faq/

![Impressions](https://azure-sdk-impressions.azurewebsites.net/api/impressions/azure-sdk-for-java%2Fsdk%2Fmachinelearning%2Fazure-resourcemanager-machinelearning%2FREADME.png)
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