Package machinelearningiface provides an interface to enable mocking the Amazon Machine Learning service client for testing your code.

New creates a new instance of the client from the provided Config.

NewDescribeBatchPredictionsRequestPaginator returns a paginator for DescribeBatchPredictions.

NewDescribeDataSourcesRequestPaginator returns a paginator for DescribeDataSources.

NewDescribeEvaluationsRequestPaginator returns a paginator for DescribeEvaluations.

NewDescribeMLModelsRequestPaginator returns a paginator for DescribeMLModels.

Enum values for Algorithm.

Enum values for BatchPredictionFilterVariable.

Enum values for BatchPredictionFilterVariable.

Enum values for BatchPredictionFilterVariable.

Enum values for BatchPredictionFilterVariable.

Enum values for BatchPredictionFilterVariable.

Enum values for BatchPredictionFilterVariable.

Enum values for BatchPredictionFilterVariable.

Enum values for BatchPredictionFilterVariable.

Enum values for DataSourceFilterVariable.

Enum values for DataSourceFilterVariable.

Enum values for DataSourceFilterVariable.

Enum values for DataSourceFilterVariable.

Enum values for DataSourceFilterVariable.

Enum values for DataSourceFilterVariable.

Enum values for DetailsAttributes.

Enum values for DetailsAttributes.

Service's Endpoint identifier.

Enum values for EntityStatus.

Enum values for EntityStatus.

Enum values for EntityStatus.

Enum values for EntityStatus.

Enum values for EntityStatus.

ErrCodeIdempotentParameterMismatchException for service response error code "IdempotentParameterMismatchException".

ErrCodeInternalServerException for service response error code "InternalServerException".

ErrCodeInvalidInputException for service response error code "InvalidInputException".

ErrCodeInvalidTagException for service response error code "InvalidTagException".

ErrCodeLimitExceededException for service response error code "LimitExceededException".

ErrCodePredictorNotMountedException for service response error code "PredictorNotMountedException".

ErrCodeResourceNotFoundException for service response error code "ResourceNotFoundException".

ErrCodeTagLimitExceededException for service response error code "TagLimitExceededException".

Enum values for EvaluationFilterVariable.

Enum values for EvaluationFilterVariable.

Enum values for EvaluationFilterVariable.

Enum values for EvaluationFilterVariable.

Enum values for EvaluationFilterVariable.

Enum values for EvaluationFilterVariable.

Enum values for EvaluationFilterVariable.

Enum values for EvaluationFilterVariable.

Enum values for MLModelFilterVariable.

Enum values for MLModelFilterVariable.

Enum values for MLModelFilterVariable.

Enum values for MLModelFilterVariable.

Enum values for MLModelFilterVariable.

Enum values for MLModelFilterVariable.

Enum values for MLModelFilterVariable.

Enum values for MLModelFilterVariable.

Enum values for MLModelFilterVariable.

Enum values for MLModelFilterVariable.

Enum values for MLModelType.

Enum values for MLModelType.

Enum values for MLModelType.

Enum values for RealtimeEndpointStatus.

Enum values for RealtimeEndpointStatus.

Enum values for RealtimeEndpointStatus.

Enum values for RealtimeEndpointStatus.

Service's identifier.

Service's name.

Enum values for SortOrder.

Enum values for SortOrder.

Enum values for TaggableResourceType.

Enum values for TaggableResourceType.

Enum values for TaggableResourceType.

Enum values for TaggableResourceType.

Amazon ML returns the following elements.

AddTagsRequest is the request type for the AddTags API operation.

AddTagsResponse is the response type for the AddTags API operation.

Represents the output of a GetBatchPrediction operation.

Client provides the API operation methods for making requests to Amazon Machine Learning.

Represents the output of a CreateBatchPrediction operation, and is an acknowledgement that Amazon ML received the request.

CreateBatchPredictionRequest is the request type for the CreateBatchPrediction API operation.

CreateBatchPredictionResponse is the response type for the CreateBatchPrediction API operation.

Represents the output of a CreateDataSourceFromRDS operation, and is an acknowledgement that Amazon ML received the request.

CreateDataSourceFromRDSRequest is the request type for the CreateDataSourceFromRDS API operation.

CreateDataSourceFromRDSResponse is the response type for the CreateDataSourceFromRDS API operation.

Represents the output of a CreateDataSourceFromRedshift operation, and is an acknowledgement that Amazon ML received the request.

CreateDataSourceFromRedshiftRequest is the request type for the CreateDataSourceFromRedshift API operation.

CreateDataSourceFromRedshiftResponse is the response type for the CreateDataSourceFromRedshift API operation.

Represents the output of a CreateDataSourceFromS3 operation, and is an acknowledgement that Amazon ML received the request.

CreateDataSourceFromS3Request is the request type for the CreateDataSourceFromS3 API operation.

CreateDataSourceFromS3Response is the response type for the CreateDataSourceFromS3 API operation.

Represents the output of a CreateEvaluation operation, and is an acknowledgement that Amazon ML received the request.

CreateEvaluationRequest is the request type for the CreateEvaluation API operation.

CreateEvaluationResponse is the response type for the CreateEvaluation API operation.

Represents the output of a CreateMLModel operation, and is an acknowledgement that Amazon ML received the request.

CreateMLModelRequest is the request type for the CreateMLModel API operation.

CreateMLModelResponse is the response type for the CreateMLModel API operation.

Represents the output of an CreateRealtimeEndpoint operation.

CreateRealtimeEndpointRequest is the request type for the CreateRealtimeEndpoint API operation.

CreateRealtimeEndpointResponse is the response type for the CreateRealtimeEndpoint API operation.

Represents the output of the GetDataSource operation.

Represents the output of a DeleteBatchPrediction operation.

DeleteBatchPredictionRequest is the request type for the DeleteBatchPrediction API operation.

DeleteBatchPredictionResponse is the response type for the DeleteBatchPrediction API operation.

Represents the output of a DeleteDataSource operation.

DeleteDataSourceRequest is the request type for the DeleteDataSource API operation.

DeleteDataSourceResponse is the response type for the DeleteDataSource API operation.

Represents the output of a DeleteEvaluation operation.

DeleteEvaluationRequest is the request type for the DeleteEvaluation API operation.

DeleteEvaluationResponse is the response type for the DeleteEvaluation API operation.

Represents the output of a DeleteMLModel operation.

DeleteMLModelRequest is the request type for the DeleteMLModel API operation.

DeleteMLModelResponse is the response type for the DeleteMLModel API operation.

Represents the output of an DeleteRealtimeEndpoint operation.

DeleteRealtimeEndpointRequest is the request type for the DeleteRealtimeEndpoint API operation.

DeleteRealtimeEndpointResponse is the response type for the DeleteRealtimeEndpoint API operation.

Amazon ML returns the following elements.

DeleteTagsRequest is the request type for the DeleteTags API operation.

DeleteTagsResponse is the response type for the DeleteTags API operation.

Represents the output of a DescribeBatchPredictions operation.

DescribeBatchPredictionsPaginator is used to paginate the request.

DescribeBatchPredictionsRequest is the request type for the DescribeBatchPredictions API operation.

DescribeBatchPredictionsResponse is the response type for the DescribeBatchPredictions API operation.

Represents the query results from a DescribeDataSources operation.

DescribeDataSourcesPaginator is used to paginate the request.

DescribeDataSourcesRequest is the request type for the DescribeDataSources API operation.

DescribeDataSourcesResponse is the response type for the DescribeDataSources API operation.

Represents the query results from a DescribeEvaluations operation.

DescribeEvaluationsPaginator is used to paginate the request.

DescribeEvaluationsRequest is the request type for the DescribeEvaluations API operation.

DescribeEvaluationsResponse is the response type for the DescribeEvaluations API operation.

Represents the output of a DescribeMLModels operation.

DescribeMLModelsPaginator is used to paginate the request.

DescribeMLModelsRequest is the request type for the DescribeMLModels API operation.

DescribeMLModelsResponse is the response type for the DescribeMLModels API operation.

Amazon ML returns the following elements.

DescribeTagsRequest is the request type for the DescribeTags API operation.

DescribeTagsResponse is the response type for the DescribeTags API operation.

Represents the output of GetEvaluation operation.

Represents the output of a GetBatchPrediction operation and describes a BatchPrediction.

GetBatchPredictionRequest is the request type for the GetBatchPrediction API operation.

GetBatchPredictionResponse is the response type for the GetBatchPrediction API operation.

Represents the output of a GetDataSource operation and describes a DataSource.

GetDataSourceRequest is the request type for the GetDataSource API operation.

GetDataSourceResponse is the response type for the GetDataSource API operation.

Represents the output of a GetEvaluation operation and describes an Evaluation.

GetEvaluationRequest is the request type for the GetEvaluation API operation.

GetEvaluationResponse is the response type for the GetEvaluation API operation.

Represents the output of a GetMLModel operation, and provides detailed information about a MLModel.

GetMLModelRequest is the request type for the GetMLModel API operation.

GetMLModelResponse is the response type for the GetMLModel API operation.

Represents the output of a GetMLModel operation.

Measurements of how well the MLModel performed on known observations.

The output from a Predict operation: * Details - Contains the following attributes: DetailsAttributes.PREDICTIVE_MODEL_TYPE - REGRESSION | BINARY | MULTICLASS DetailsAttributes.ALGORITHM - SGD * PredictedLabel - Present for either a BINARY or MULTICLASS MLModel request.

PredictRequest is the request type for the Predict API operation.

PredictResponse is the response type for the Predict API operation.

The database details of an Amazon RDS database.

The database credentials to connect to a database on an RDS DB instance.

The data specification of an Amazon Relational Database Service (Amazon RDS) DataSource.

The datasource details that are specific to Amazon RDS.

Describes the real-time endpoint information for an MLModel.

Describes the database details required to connect to an Amazon Redshift database.

Describes the database credentials for connecting to a database on an Amazon Redshift cluster.

Describes the data specification of an Amazon Redshift DataSource.

Describes the DataSource details specific to Amazon Redshift.

Describes the data specification of a DataSource.

A custom key-value pair associated with an ML object, such as an ML model.

Represents the output of an UpdateBatchPrediction operation.

UpdateBatchPredictionRequest is the request type for the UpdateBatchPrediction API operation.

UpdateBatchPredictionResponse is the response type for the UpdateBatchPrediction API operation.

Represents the output of an UpdateDataSource operation.

UpdateDataSourceRequest is the request type for the UpdateDataSource API operation.

UpdateDataSourceResponse is the response type for the UpdateDataSource API operation.

Represents the output of an UpdateEvaluation operation.

UpdateEvaluationRequest is the request type for the UpdateEvaluation API operation.

UpdateEvaluationResponse is the response type for the UpdateEvaluation API operation.

Represents the output of an UpdateMLModel operation.

UpdateMLModelRequest is the request type for the UpdateMLModel API operation.

UpdateMLModelResponse is the response type for the UpdateMLModel API operation.

The function used to train an MLModel.

A list of the variables to use in searching or filtering BatchPrediction.

A list of the variables to use in searching or filtering DataSource.

Contains the key values of DetailsMap : PredictiveModelType - Indicates the type of the MLModel .

Object status with the following possible values: * PENDING * INPROGRESS * FAILED * COMPLETED * DELETED.

A list of the variables to use in searching or filtering Evaluation.

The sort order specified in a listing condition.