Cloud AI Platform v1beta1 API - Class ModelGardenServiceClient (1.0.0-beta03)

public abstract class ModelGardenServiceClient

Reference documentation and code samples for the Cloud AI Platform v1beta1 API class ModelGardenServiceClient.

ModelGardenService client wrapper, for convenient use.

Inheritance

object > ModelGardenServiceClient

Inherited Members

object.GetHashCode()

object.GetType()

object.MemberwiseClone()

object.ToString()

Derived Types

ModelGardenServiceClientImpl

Namespace

Google.Cloud.AIPlatform.V1Beta1

Assembly

Google.Cloud.AIPlatform.V1Beta1.dll

Remarks

The interface of Model Garden Service.

Properties

DefaultEndpoint

public static string DefaultEndpoint { get; }

The default endpoint for the ModelGardenService service, which is a host of "aiplatform.googleapis.com" and a port of 443.

Property Value
Type	Description
`string`

DefaultScopes

public static IReadOnlyList<string> DefaultScopes { get; }

The default ModelGardenService scopes.

Property Value
Type	Description
`IReadOnlyListstring`

Remarks

The default ModelGardenService scopes are:

https://www.googleapis.com/auth/cloud-platform

GrpcClient

public virtual ModelGardenService.ModelGardenServiceClient GrpcClient { get; }

The underlying gRPC ModelGardenService client

Property Value
Type	Description
`ModelGardenServiceModelGardenServiceClient`

IAMPolicyClient

public virtual IAMPolicyClient IAMPolicyClient { get; }

The IAMPolicyClient associated with this client.

Property Value
Type	Description
`IAMPolicyClient`

LocationsClient

public virtual LocationsClient LocationsClient { get; }

The LocationsClient associated with this client.

Property Value
Type	Description
`LocationsClient`

ServiceMetadata

public static ServiceMetadata ServiceMetadata { get; }

The service metadata associated with this client type.

Property Value
Type	Description
`ServiceMetadata`

Methods

Create()

public static ModelGardenServiceClient Create()

Synchronously creates a ModelGardenServiceClient using the default credentials, endpoint and settings. To specify custom credentials or other settings, use ModelGardenServiceClientBuilder .

Returns
Type	Description
`ModelGardenServiceClient`	The created ModelGardenServiceClient.

CreateAsync(CancellationToken)

public static Task<ModelGardenServiceClient> CreateAsync(CancellationToken cancellationToken = default)

Asynchronously creates a ModelGardenServiceClient using the default credentials, endpoint and settings. To specify custom credentials or other settings, use ModelGardenServiceClientBuilder .

Parameter
Name	Description
`cancellationToken`	`CancellationToken` The CancellationToken to use while creating the client.

Returns
Type	Description
`TaskModelGardenServiceClient`	The task representing the created ModelGardenServiceClient.

GetPublisherModel(GetPublisherModelRequest, CallSettings)

public virtual PublisherModel GetPublisherModel(GetPublisherModelRequest request, CallSettings callSettings = null)

Gets a Model Garden publisher model.

Parameters
Name	Description
`request`	`GetPublisherModelRequest` The request object containing all of the parameters for the API call.
`callSettings`	`CallSettings` If not null, applies overrides to this RPC call.

Returns
Type	Description
`PublisherModel`	The RPC response.

Example

// Create client
ModelGardenServiceClient modelGardenServiceClient = ModelGardenServiceClient.Create();
// Initialize request argument(s)
GetPublisherModelRequest request = new GetPublisherModelRequest
{
    PublisherModelName = PublisherModelName.FromPublisherModel("[PUBLISHER]", "[MODEL]"),
    LanguageCode = "",
    View = PublisherModelView.Unspecified,
    IsHuggingFaceModel = false,
    HuggingFaceToken = "",
};
// Make the request
PublisherModel response = modelGardenServiceClient.GetPublisherModel(request);

GetPublisherModel(PublisherModelName, CallSettings)

public virtual PublisherModel GetPublisherModel(PublisherModelName name, CallSettings callSettings = null)

Gets a Model Garden publisher model.

Parameters
Name	Description
`name`	`PublisherModelName` Required. The name of the PublisherModel resource. Format: `publishers/{publisher}/models/{publisher_model}`
`callSettings`	`CallSettings` If not null, applies overrides to this RPC call.

Returns
Type	Description
`PublisherModel`	The RPC response.

Example

// Create client
ModelGardenServiceClient modelGardenServiceClient = ModelGardenServiceClient.Create();
// Initialize request argument(s)
PublisherModelName name = PublisherModelName.FromPublisherModel("[PUBLISHER]", "[MODEL]");
// Make the request
PublisherModel response = modelGardenServiceClient.GetPublisherModel(name);

GetPublisherModel(string, CallSettings)

public virtual PublisherModel GetPublisherModel(string name, CallSettings callSettings = null)

Gets a Model Garden publisher model.

Parameters
Name	Description
`name`	`string` Required. The name of the PublisherModel resource. Format: `publishers/{publisher}/models/{publisher_model}`
`callSettings`	`CallSettings` If not null, applies overrides to this RPC call.

Returns
Type	Description
`PublisherModel`	The RPC response.

Example

// Create client
ModelGardenServiceClient modelGardenServiceClient = ModelGardenServiceClient.Create();
// Initialize request argument(s)
string name = "publishers/[PUBLISHER]/models/[MODEL]";
// Make the request
PublisherModel response = modelGardenServiceClient.GetPublisherModel(name);

GetPublisherModelAsync(GetPublisherModelRequest, CallSettings)

public virtual Task<PublisherModel> GetPublisherModelAsync(GetPublisherModelRequest request, CallSettings callSettings = null)

Gets a Model Garden publisher model.

Parameters
Name	Description
`request`	`GetPublisherModelRequest` The request object containing all of the parameters for the API call.
`callSettings`	`CallSettings` If not null, applies overrides to this RPC call.

Returns
Type	Description
`TaskPublisherModel`	A Task containing the RPC response.

Example

// Create client
ModelGardenServiceClient modelGardenServiceClient = await ModelGardenServiceClient.CreateAsync();
// Initialize request argument(s)
GetPublisherModelRequest request = new GetPublisherModelRequest
{
    PublisherModelName = PublisherModelName.FromPublisherModel("[PUBLISHER]", "[MODEL]"),
    LanguageCode = "",
    View = PublisherModelView.Unspecified,
    IsHuggingFaceModel = false,
    HuggingFaceToken = "",
};
// Make the request
PublisherModel response = await modelGardenServiceClient.GetPublisherModelAsync(request);

GetPublisherModelAsync(GetPublisherModelRequest, CancellationToken)

public virtual Task<PublisherModel> GetPublisherModelAsync(GetPublisherModelRequest request, CancellationToken cancellationToken)

Gets a Model Garden publisher model.

Parameters
Name	Description
`request`	`GetPublisherModelRequest` The request object containing all of the parameters for the API call.
`cancellationToken`	`CancellationToken` A CancellationToken to use for this RPC.

Returns
Type	Description
`TaskPublisherModel`	A Task containing the RPC response.

Example

// Create client
ModelGardenServiceClient modelGardenServiceClient = await ModelGardenServiceClient.CreateAsync();
// Initialize request argument(s)
GetPublisherModelRequest request = new GetPublisherModelRequest
{
    PublisherModelName = PublisherModelName.FromPublisherModel("[PUBLISHER]", "[MODEL]"),
    LanguageCode = "",
    View = PublisherModelView.Unspecified,
    IsHuggingFaceModel = false,
    HuggingFaceToken = "",
};
// Make the request
PublisherModel response = await modelGardenServiceClient.GetPublisherModelAsync(request);

GetPublisherModelAsync(PublisherModelName, CallSettings)

public virtual Task<PublisherModel> GetPublisherModelAsync(PublisherModelName name, CallSettings callSettings = null)

Gets a Model Garden publisher model.

Parameters
Name	Description
`name`	`PublisherModelName` Required. The name of the PublisherModel resource. Format: `publishers/{publisher}/models/{publisher_model}`
`callSettings`	`CallSettings` If not null, applies overrides to this RPC call.

Returns
Type	Description
`TaskPublisherModel`	A Task containing the RPC response.

Example

// Create client
ModelGardenServiceClient modelGardenServiceClient = await ModelGardenServiceClient.CreateAsync();
// Initialize request argument(s)
PublisherModelName name = PublisherModelName.FromPublisherModel("[PUBLISHER]", "[MODEL]");
// Make the request
PublisherModel response = await modelGardenServiceClient.GetPublisherModelAsync(name);

GetPublisherModelAsync(PublisherModelName, CancellationToken)

public virtual Task<PublisherModel> GetPublisherModelAsync(PublisherModelName name, CancellationToken cancellationToken)

Gets a Model Garden publisher model.

Parameters
Name	Description
`name`	`PublisherModelName` Required. The name of the PublisherModel resource. Format: `publishers/{publisher}/models/{publisher_model}`
`cancellationToken`	`CancellationToken` A CancellationToken to use for this RPC.

Returns
Type	Description
`TaskPublisherModel`	A Task containing the RPC response.

Example

// Create client
ModelGardenServiceClient modelGardenServiceClient = await ModelGardenServiceClient.CreateAsync();
// Initialize request argument(s)
PublisherModelName name = PublisherModelName.FromPublisherModel("[PUBLISHER]", "[MODEL]");
// Make the request
PublisherModel response = await modelGardenServiceClient.GetPublisherModelAsync(name);

GetPublisherModelAsync(string, CallSettings)

public virtual Task<PublisherModel> GetPublisherModelAsync(string name, CallSettings callSettings = null)

Gets a Model Garden publisher model.

Parameters
Name	Description
`name`	`string` Required. The name of the PublisherModel resource. Format: `publishers/{publisher}/models/{publisher_model}`
`callSettings`	`CallSettings` If not null, applies overrides to this RPC call.

Returns
Type	Description
`TaskPublisherModel`	A Task containing the RPC response.

Example

// Create client
ModelGardenServiceClient modelGardenServiceClient = await ModelGardenServiceClient.CreateAsync();
// Initialize request argument(s)
string name = "publishers/[PUBLISHER]/models/[MODEL]";
// Make the request
PublisherModel response = await modelGardenServiceClient.GetPublisherModelAsync(name);

GetPublisherModelAsync(string, CancellationToken)

public virtual Task<PublisherModel> GetPublisherModelAsync(string name, CancellationToken cancellationToken)

Gets a Model Garden publisher model.

Parameters
Name	Description
`name`	`string` Required. The name of the PublisherModel resource. Format: `publishers/{publisher}/models/{publisher_model}`
`cancellationToken`	`CancellationToken` A CancellationToken to use for this RPC.

Returns
Type	Description
`TaskPublisherModel`	A Task containing the RPC response.

Example

// Create client
ModelGardenServiceClient modelGardenServiceClient = await ModelGardenServiceClient.CreateAsync();
// Initialize request argument(s)
string name = "publishers/[PUBLISHER]/models/[MODEL]";
// Make the request
PublisherModel response = await modelGardenServiceClient.GetPublisherModelAsync(name);

ListPublisherModels(ListPublisherModelsRequest, CallSettings)

public virtual PagedEnumerable<ListPublisherModelsResponse, PublisherModel> ListPublisherModels(ListPublisherModelsRequest request, CallSettings callSettings = null)

Lists publisher models in Model Garden.

Parameters
Name	Description
`request`	`ListPublisherModelsRequest` The request object containing all of the parameters for the API call.
`callSettings`	`CallSettings` If not null, applies overrides to this RPC call.

Returns
Type	Description
`PagedEnumerableListPublisherModelsResponsePublisherModel`	A pageable sequence of PublisherModel resources.

Example

// Create client
ModelGardenServiceClient modelGardenServiceClient = ModelGardenServiceClient.Create();
// Initialize request argument(s)
ListPublisherModelsRequest request = new ListPublisherModelsRequest
{
    Parent = "",
    Filter = "",
    View = PublisherModelView.Unspecified,
    OrderBy = "",
    LanguageCode = "",
};
// Make the request
PagedEnumerable<ListPublisherModelsResponse, PublisherModel> response = modelGardenServiceClient.ListPublisherModels(request);

// Iterate over all response items, lazily performing RPCs as required
foreach (PublisherModel item in response)
{
    // Do something with each item
    Console.WriteLine(item);
}

// Or iterate over pages (of server-defined size), performing one RPC per page
foreach (ListPublisherModelsResponse page in response.AsRawResponses())
{
    // Do something with each page of items
    Console.WriteLine("A page of results:");
    foreach (PublisherModel item in page)
    {
        // Do something with each item
        Console.WriteLine(item);
    }
}

// Or retrieve a single page of known size (unless it's the final page), performing as many RPCs as required
int pageSize = 10;
Page<PublisherModel> singlePage = response.ReadPage(pageSize);
// Do something with the page of items
Console.WriteLine($"A page of {pageSize} results (unless it's the final page):");
foreach (PublisherModel item in singlePage)
{
    // Do something with each item
    Console.WriteLine(item);
}
// Store the pageToken, for when the next page is required.
string nextPageToken = singlePage.NextPageToken;

ListPublisherModels(string, string, int?, CallSettings)

public virtual PagedEnumerable<ListPublisherModelsResponse, PublisherModel> ListPublisherModels(string parent, string pageToken = null, int? pageSize = null, CallSettings callSettings = null)

Lists publisher models in Model Garden.

Parameters
Name	Description
`parent`	`string` Required. The name of the Publisher from which to list the PublisherModels. Format: `publishers/{publisher}`
`pageToken`	`string` The token returned from the previous request. A value of `null` or an empty string retrieves the first page.
`pageSize`	`int` The size of page to request. The response will not be larger than this, but may be smaller. A value of `null` or `0` uses a server-defined page size.
`callSettings`	`CallSettings` If not null, applies overrides to this RPC call.

Returns
Type	Description
`PagedEnumerableListPublisherModelsResponsePublisherModel`	A pageable sequence of PublisherModel resources.

Example

// Create client
ModelGardenServiceClient modelGardenServiceClient = ModelGardenServiceClient.Create();
// Initialize request argument(s)
string parent = "";
// Make the request
PagedEnumerable<ListPublisherModelsResponse, PublisherModel> response = modelGardenServiceClient.ListPublisherModels(parent);

// Iterate over all response items, lazily performing RPCs as required
foreach (PublisherModel item in response)
{
    // Do something with each item
    Console.WriteLine(item);
}

// Or iterate over pages (of server-defined size), performing one RPC per page
foreach (ListPublisherModelsResponse page in response.AsRawResponses())
{
    // Do something with each page of items
    Console.WriteLine("A page of results:");
    foreach (PublisherModel item in page)
    {
        // Do something with each item
        Console.WriteLine(item);
    }
}

// Or retrieve a single page of known size (unless it's the final page), performing as many RPCs as required
int pageSize = 10;
Page<PublisherModel> singlePage = response.ReadPage(pageSize);
// Do something with the page of items
Console.WriteLine($"A page of {pageSize} results (unless it's the final page):");
foreach (PublisherModel item in singlePage)
{
    // Do something with each item
    Console.WriteLine(item);
}
// Store the pageToken, for when the next page is required.
string nextPageToken = singlePage.NextPageToken;

ListPublisherModelsAsync(ListPublisherModelsRequest, CallSettings)

public virtual PagedAsyncEnumerable<ListPublisherModelsResponse, PublisherModel> ListPublisherModelsAsync(ListPublisherModelsRequest request, CallSettings callSettings = null)

Lists publisher models in Model Garden.

Parameters
Name	Description
`request`	`ListPublisherModelsRequest` The request object containing all of the parameters for the API call.
`callSettings`	`CallSettings` If not null, applies overrides to this RPC call.

Returns
Type	Description
`PagedAsyncEnumerableListPublisherModelsResponsePublisherModel`	A pageable asynchronous sequence of PublisherModel resources.

Example

// Create client
ModelGardenServiceClient modelGardenServiceClient = await ModelGardenServiceClient.CreateAsync();
// Initialize request argument(s)
ListPublisherModelsRequest request = new ListPublisherModelsRequest
{
    Parent = "",
    Filter = "",
    View = PublisherModelView.Unspecified,
    OrderBy = "",
    LanguageCode = "",
};
// Make the request
PagedAsyncEnumerable<ListPublisherModelsResponse, PublisherModel> response = modelGardenServiceClient.ListPublisherModelsAsync(request);

// Iterate over all response items, lazily performing RPCs as required
await response.ForEachAsync((PublisherModel item) =>
{
    // Do something with each item
    Console.WriteLine(item);
});

// Or iterate over pages (of server-defined size), performing one RPC per page
await response.AsRawResponses().ForEachAsync((ListPublisherModelsResponse page) =>
{
    // Do something with each page of items
    Console.WriteLine("A page of results:");
    foreach (PublisherModel item in page)
    {
        // Do something with each item
        Console.WriteLine(item);
    }
});

// Or retrieve a single page of known size (unless it's the final page), performing as many RPCs as required
int pageSize = 10;
Page<PublisherModel> singlePage = await response.ReadPageAsync(pageSize);
// Do something with the page of items
Console.WriteLine($"A page of {pageSize} results (unless it's the final page):");
foreach (PublisherModel item in singlePage)
{
    // Do something with each item
    Console.WriteLine(item);
}
// Store the pageToken, for when the next page is required.
string nextPageToken = singlePage.NextPageToken;

ListPublisherModelsAsync(string, string, int?, CallSettings)

public virtual PagedAsyncEnumerable<ListPublisherModelsResponse, PublisherModel> ListPublisherModelsAsync(string parent, string pageToken = null, int? pageSize = null, CallSettings callSettings = null)

Lists publisher models in Model Garden.

Parameters
Name	Description
`parent`	`string` Required. The name of the Publisher from which to list the PublisherModels. Format: `publishers/{publisher}`
`pageToken`	`string` The token returned from the previous request. A value of `null` or an empty string retrieves the first page.
`pageSize`	`int` The size of page to request. The response will not be larger than this, but may be smaller. A value of `null` or `0` uses a server-defined page size.
`callSettings`	`CallSettings` If not null, applies overrides to this RPC call.

Returns
Type	Description
`PagedAsyncEnumerableListPublisherModelsResponsePublisherModel`	A pageable asynchronous sequence of PublisherModel resources.

Example

// Create client
ModelGardenServiceClient modelGardenServiceClient = await ModelGardenServiceClient.CreateAsync();
// Initialize request argument(s)
string parent = "";
// Make the request
PagedAsyncEnumerable<ListPublisherModelsResponse, PublisherModel> response = modelGardenServiceClient.ListPublisherModelsAsync(parent);

// Iterate over all response items, lazily performing RPCs as required
await response.ForEachAsync((PublisherModel item) =>
{
    // Do something with each item
    Console.WriteLine(item);
});

// Or iterate over pages (of server-defined size), performing one RPC per page
await response.AsRawResponses().ForEachAsync((ListPublisherModelsResponse page) =>
{
    // Do something with each page of items
    Console.WriteLine("A page of results:");
    foreach (PublisherModel item in page)
    {
        // Do something with each item
        Console.WriteLine(item);
    }
});

// Or retrieve a single page of known size (unless it's the final page), performing as many RPCs as required
int pageSize = 10;
Page<PublisherModel> singlePage = await response.ReadPageAsync(pageSize);
// Do something with the page of items
Console.WriteLine($"A page of {pageSize} results (unless it's the final page):");
foreach (PublisherModel item in singlePage)
{
    // Do something with each item
    Console.WriteLine(item);
}
// Store the pageToken, for when the next page is required.
string nextPageToken = singlePage.NextPageToken;

ShutdownDefaultChannelsAsync()

public static Task ShutdownDefaultChannelsAsync()

Shuts down any channels automatically created by Create() and CreateAsync(CancellationToken). Channels which weren't automatically created are not affected.

Returns
Type	Description
`Task`	A task representing the asynchronous shutdown operation.

Remarks

After calling this method, further calls to Create() and CreateAsync(CancellationToken) will create new channels, which could in turn be shut down by another call to this method.