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DataSource from a database hosted on an Amazon Redshift cluster.
DataSource references data that can be used to perform either
CreateDataSourceFromRedshift is an asynchronous operation. In response
CreateDataSourceFromRedshift, Amazon Machine Learning (Amazon ML)
immediately returns and sets the
DataSource status to
DataSource is created and ready for use, Amazon ML sets the
Status parameter to
PENDING states can be used to perform only
If Amazon ML can't accept the input source, it sets the
FAILED and includes an error message in the
GetDataSource operation response.
The observations should be contained in the database hosted on an Amazon Redshift
cluster and should be specified by a
SelectSqlQuery query. Amazon ML
Unload command in Amazon Redshift to transfer the result
set of the
SelectSqlQuery query to
DataSource has been created, it's ready for use in evaluations
and batch predictions. If you plan to use the
DataSource to train an
DataSource also requires a recipe. A recipe
describes how each input variable will be used in training an
Will the variable be included or excluded from training? Will the variable be manipulated;
for example, will it be combined with another variable or will it be split apart into
word combinations? The recipe provides answers to these questions.
You can't change an existing datasource, but you can copy and modify the settings
from an existing Amazon Redshift datasource to create a new datasource. To do so,
GetDataSource for an existing datasource and copy the values to
CreateDataSource call. Change the settings that you want to change
and make sure that all required fields have the appropriate values.
For .NET Core and PCL this operation is only available in asynchronous form. Please refer to CreateDataSourceFromRedshiftAsync.
public virtual CreateDataSourceFromRedshiftResponse CreateDataSourceFromRedshift( CreateDataSourceFromRedshiftRequest request )
Container for the necessary parameters to execute the CreateDataSourceFromRedshift service method.
|IdempotentParameterMismatchException||A second request to use or change an object was not allowed. This can result from retrying a request using a parameter that was not present in the original request.|
|InternalServerException||An error on the server occurred when trying to process a request.|
|InvalidInputException||An error on the client occurred. Typically, the cause is an invalid input value.|
Supported in: 4.5, 4.0, 3.5
Portable Class Library:
Supported in: Windows Store Apps
Supported in: Windows Phone 8.1
Supported in: Xamarin Android
Supported in: Xamarin iOS (Unified)
Supported in: Xamarin.Forms