/// <summary>Snippet for ListModels</summary>
public async Task ListModelsRequestObjectAsync()
{
// Snippet: ListModelsAsync(ListModelsRequest, CallSettings)
// Create client
AutoMlClient autoMlClient = await AutoMlClient.CreateAsync();
// Initialize request argument(s)
ListModelsRequest request = new ListModelsRequest
{
Parent = "",
Filter = "",
};
// Make the request
PagedAsyncEnumerable <ListModelsResponse, Model> response = autoMlClient.ListModelsAsync(request);
// Iterate over all response items, lazily performing RPCs as required
await response.ForEachAsync((Model 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((ListModelsResponse page) =>
{
// Do something with each page of items
Console.WriteLine("A page of results:");
foreach (Model 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 <Model> singlePage = await response.ReadPageAsync(pageSize);
// Do something with the page of items
Console.WriteLine($"A page of {pageSize} results (unless it's the final page):");
foreach (Model item in singlePage)
{
// Do something with each item
Console.WriteLine(item);
}
// Store the pageToken, for when the next page is required.
string nextPageToken = singlePage.NextPageToken;
// End snippet
}
/// <summary>Snippet for ListColumnSpecsAsync</summary>
/// <remarks>
/// This snippet has been automatically generated for illustrative purposes only.
/// It may require modifications to work in your environment.
/// </remarks>
public async Task ListColumnSpecsRequestObjectAsync()
{
// Create client
AutoMlClient autoMlClient = await AutoMlClient.CreateAsync();
// Initialize request argument(s)
ListColumnSpecsRequest request = new ListColumnSpecsRequest
{
ParentAsTableSpecName = TableSpecName.FromProjectLocationDatasetTableSpec("[PROJECT]", "[LOCATION]", "[DATASET]", "[TABLE_SPEC]"),
FieldMask = new FieldMask(),
Filter = "",
};
// Make the request
PagedAsyncEnumerable <ListColumnSpecsResponse, ColumnSpec> response = autoMlClient.ListColumnSpecsAsync(request);
// Iterate over all response items, lazily performing RPCs as required
await response.ForEachAsync((ColumnSpec item) =>
{
// Do something with each item
Console.WriteLine(item);
});
// Or iterate over pages (of server-defined size), performing one RPC per page
await response.AsRawResponses().ForEachAsync((ListColumnSpecsResponse page) =>
{
// Do something with each page of items
Console.WriteLine("A page of results:");
foreach (ColumnSpec item in page)
{
// Do something with each item
Console.WriteLine(item);
}
});
// Or retrieve a single page of known size (unless it's the final page), performing as many RPCs as required
int pageSize = 10;
Page <ColumnSpec> singlePage = await response.ReadPageAsync(pageSize);
// Do something with the page of items
Console.WriteLine($"A page of {pageSize} results (unless it's the final page):");
foreach (ColumnSpec 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;
}
/// <summary>Snippet for GetModelAsync</summary>
public async Task GetModelRequestObjectAsync()
{
// Snippet: GetModelAsync(GetModelRequest, CallSettings)
// Additional: GetModelAsync(GetModelRequest, CancellationToken)
// Create client
AutoMlClient autoMlClient = await AutoMlClient.CreateAsync();
// Initialize request argument(s)
GetModelRequest request = new GetModelRequest {
Name = "",
};
// Make the request
Model response = await autoMlClient.GetModelAsync(request);
// End snippet
}
/// <summary>Snippet for UpdateModelAsync</summary>
public async Task UpdateModelRequestObjectAsync()
{
// Snippet: UpdateModelAsync(UpdateModelRequest, CallSettings)
// Additional: UpdateModelAsync(UpdateModelRequest, CancellationToken)
// Create client
AutoMlClient autoMlClient = await AutoMlClient.CreateAsync();
// Initialize request argument(s)
UpdateModelRequest request = new UpdateModelRequest
{
Model = new Model(),
UpdateMask = new FieldMask(),
};
// Make the request
Model response = await autoMlClient.UpdateModelAsync(request);
// End snippet
}
/// <summary>Snippet for ListModelEvaluationsAsync</summary>
/// <remarks>
/// This snippet has been automatically generated for illustrative purposes only.
/// It may require modifications to work in your environment.
/// </remarks>
public async Task ListModelEvaluationsResourceNamesAsync()
{
// Create client
AutoMlClient autoMlClient = await AutoMlClient.CreateAsync();
// Initialize request argument(s)
ModelName parent = ModelName.FromProjectLocationModel("[PROJECT]", "[LOCATION]", "[MODEL]");
string filter = "";
// Make the request
PagedAsyncEnumerable <ListModelEvaluationsResponse, ModelEvaluation> response = autoMlClient.ListModelEvaluationsAsync(parent, filter);
// Iterate over all response items, lazily performing RPCs as required
await response.ForEachAsync((ModelEvaluation 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((ListModelEvaluationsResponse page) =>
{
// Do something with each page of items
Console.WriteLine("A page of results:");
foreach (ModelEvaluation 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 <ModelEvaluation> singlePage = await response.ReadPageAsync(pageSize);
// Do something with the page of items
Console.WriteLine($"A page of {pageSize} results (unless it's the final page):");
foreach (ModelEvaluation item in singlePage)
{
// Do something with each item
Console.WriteLine(item);
}
// Store the pageToken, for when the next page is required.
string nextPageToken = singlePage.NextPageToken;
}
/// <summary>Snippet for ListTableSpecsAsync</summary>
/// <remarks>
/// This snippet has been automatically generated for illustrative purposes only.
/// It may require modifications to work in your environment.
/// </remarks>
public async Task ListTableSpecsAsync()
{
// Create client
AutoMlClient autoMlClient = await AutoMlClient.CreateAsync();
// Initialize request argument(s)
string parent = "projects/[PROJECT]/locations/[LOCATION]/datasets/[DATASET]";
// Make the request
PagedAsyncEnumerable <ListTableSpecsResponse, TableSpec> response = autoMlClient.ListTableSpecsAsync(parent);
// Iterate over all response items, lazily performing RPCs as required
await response.ForEachAsync((TableSpec item) =>
{
// Do something with each item
Console.WriteLine(item);
});
// Or iterate over pages (of server-defined size), performing one RPC per page
await response.AsRawResponses().ForEachAsync((ListTableSpecsResponse page) =>
{
// Do something with each page of items
Console.WriteLine("A page of results:");
foreach (TableSpec item in page)
{
// Do something with each item
Console.WriteLine(item);
}
});
// Or retrieve a single page of known size (unless it's the final page), performing as many RPCs as required
int pageSize = 10;
Page <TableSpec> singlePage = await response.ReadPageAsync(pageSize);
// Do something with the page of items
Console.WriteLine($"A page of {pageSize} results (unless it's the final page):");
foreach (TableSpec 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;
}
/// <summary>Snippet for DeployModelAsync</summary>
public async Task DeployModelRequestObjectAsync()
{
// Snippet: DeployModelAsync(DeployModelRequest, CallSettings)
// Additional: DeployModelAsync(DeployModelRequest, CancellationToken)
// Create client
AutoMlClient autoMlClient = await AutoMlClient.CreateAsync();
// Initialize request argument(s)
DeployModelRequest request = new DeployModelRequest
{
Name = "",
ImageObjectDetectionModelDeploymentMetadata = new ImageObjectDetectionModelDeploymentMetadata(),
ImageClassificationModelDeploymentMetadata = new ImageClassificationModelDeploymentMetadata(),
};
// Make the request
Operation <Empty, OperationMetadata> response = await autoMlClient.DeployModelAsync(request);
// Poll until the returned long-running operation is complete
Operation <Empty, OperationMetadata> completedResponse = await response.PollUntilCompletedAsync();
// Retrieve the operation result
Empty result = completedResponse.Result;
// Or get the name of the operation
string operationName = response.Name;
// This name can be stored, then the long-running operation retrieved later by name
Operation <Empty, OperationMetadata> retrievedResponse = await autoMlClient.PollOnceDeployModelAsync(operationName);
// Check if the retrieved long-running operation has completed
if (retrievedResponse.IsCompleted)
{
// If it has completed, then access the result
Empty retrievedResult = retrievedResponse.Result;
}
// End snippet
}