Struct aws_sdk_machinelearning::input::CreateDataSourceFromRdsInput

#[non_exhaustive]
pub struct CreateDataSourceFromRdsInput {
    pub data_source_id: Option<String>,
    pub data_source_name: Option<String>,
    pub rds_data: Option<RdsDataSpec>,
    pub role_arn: Option<String>,
    pub compute_statistics: bool,
}

Fields (Non-exhaustive)

Non-exhaustive structs could have additional fields added in future. Therefore, non-exhaustive structs cannot be constructed in external crates using the traditional Struct { .. } syntax; cannot be matched against without a wildcard ..; and struct update syntax will not work.

data_source_id: Option<String>

A user-supplied ID that uniquely identifies the DataSource. Typically, an Amazon Resource Number (ARN) becomes the ID for a DataSource.

data_source_name: Option<String>

A user-supplied name or description of the DataSource.

rds_data: Option<RdsDataSpec>

The data specification of an Amazon RDS DataSource:

• DatabaseInformation -

  • DatabaseName - The name of the Amazon RDS database.

  • InstanceIdentifier - A unique identifier for the Amazon RDS database instance.

• DatabaseCredentials - AWS Identity and Access Management (IAM) credentials that are used to connect to the Amazon RDS database.

• ResourceRole - A role (DataPipelineDefaultResourceRole) assumed by an EC2 instance to carry out the copy task from Amazon RDS to Amazon Simple Storage Service (Amazon S3). For more information, see Role templates for data pipelines.

• ServiceRole - A role (DataPipelineDefaultRole) assumed by the AWS Data Pipeline service to monitor the progress of the copy task from Amazon RDS to Amazon S3. For more information, see Role templates for data pipelines.

• SecurityInfo - The security information to use to access an RDS DB instance. You need to set up appropriate ingress rules for the security entity IDs provided to allow access to the Amazon RDS instance. Specify a [SubnetId, SecurityGroupIds] pair for a VPC-based RDS DB instance.

• SelectSqlQuery - A query that is used to retrieve the observation data for the Datasource.

• S3StagingLocation - The Amazon S3 location for staging Amazon RDS data. The data retrieved from Amazon RDS using SelectSqlQuery is stored in this location.

• DataSchemaUri - The Amazon S3 location of the DataSchema.

• DataSchema - A JSON string representing the schema. This is not required if DataSchemaUri is specified.

• DataRearrangement - A JSON string that represents the splitting and rearrangement requirements for the Datasource.

  Sample - "{\"splitting\":{\"percentBegin\":10,\"percentEnd\":60}}"

role_arn: Option<String>

The role that Amazon ML assumes on behalf of the user to create and activate a data pipeline in the user's account and copy data using the SelectSqlQuery query from Amazon RDS to Amazon S3.

compute_statistics: bool

The compute statistics for a DataSource. The statistics are generated from the observation data referenced by a DataSource. Amazon ML uses the statistics internally during MLModel training. This parameter must be set to true if the DataSource needs to be used for MLModel training.

Implementations

impl CreateDataSourceFromRdsInput

pub async fn make_operation(
    &self,
    _config: &Config
) -> Result<Operation<CreateDataSourceFromRDS, AwsErrorRetryPolicy>, BuildError>

Consumes the builder and constructs an Operation<CreateDataSourceFromRDS>

pub fn builder() -> Builder

Creates a new builder-style object to manufacture CreateDataSourceFromRdsInput

impl CreateDataSourceFromRdsInput

pub fn data_source_id(&self) -> Option<&str>

A user-supplied ID that uniquely identifies the DataSource. Typically, an Amazon Resource Number (ARN) becomes the ID for a DataSource.

pub fn data_source_name(&self) -> Option<&str>

A user-supplied name or description of the DataSource.

pub fn rds_data(&self) -> Option<&RdsDataSpec>

The data specification of an Amazon RDS DataSource:

• DatabaseInformation -

  • DatabaseName - The name of the Amazon RDS database.

  • InstanceIdentifier - A unique identifier for the Amazon RDS database instance.

• DatabaseCredentials - AWS Identity and Access Management (IAM) credentials that are used to connect to the Amazon RDS database.

• ResourceRole - A role (DataPipelineDefaultResourceRole) assumed by an EC2 instance to carry out the copy task from Amazon RDS to Amazon Simple Storage Service (Amazon S3). For more information, see Role templates for data pipelines.

• ServiceRole - A role (DataPipelineDefaultRole) assumed by the AWS Data Pipeline service to monitor the progress of the copy task from Amazon RDS to Amazon S3. For more information, see Role templates for data pipelines.

• SecurityInfo - The security information to use to access an RDS DB instance. You need to set up appropriate ingress rules for the security entity IDs provided to allow access to the Amazon RDS instance. Specify a [SubnetId, SecurityGroupIds] pair for a VPC-based RDS DB instance.

• SelectSqlQuery - A query that is used to retrieve the observation data for the Datasource.

• S3StagingLocation - The Amazon S3 location for staging Amazon RDS data. The data retrieved from Amazon RDS using SelectSqlQuery is stored in this location.

• DataSchemaUri - The Amazon S3 location of the DataSchema.

• DataSchema - A JSON string representing the schema. This is not required if DataSchemaUri is specified.

• DataRearrangement - A JSON string that represents the splitting and rearrangement requirements for the Datasource.

  Sample - "{\"splitting\":{\"percentBegin\":10,\"percentEnd\":60}}"

pub fn role_arn(&self) -> Option<&str>

The role that Amazon ML assumes on behalf of the user to create and activate a data pipeline in the user's account and copy data using the SelectSqlQuery query from Amazon RDS to Amazon S3.

pub fn compute_statistics(&self) -> bool

The compute statistics for a DataSource. The statistics are generated from the observation data referenced by a DataSource. Amazon ML uses the statistics internally during MLModel training. This parameter must be set to true if the DataSource needs to be used for MLModel training.

Trait Implementations

impl Clone for CreateDataSourceFromRdsInput

fn clone(&self) -> CreateDataSourceFromRdsInput

Returns a copy of the value.

fn clone_from(&mut self, source: &Self)

Performs copy-assignment from source.

impl Debug for CreateDataSourceFromRdsInput

fn fmt(&self, f: &mut Formatter<'_>) -> Result

Formats the value using the given formatter.

impl PartialEq<CreateDataSourceFromRdsInput> for CreateDataSourceFromRdsInput

fn eq(&self, other: &CreateDataSourceFromRdsInput) -> bool

This method tests for self and other values to be equal, and is used by ==.

fn ne(&self, other: &CreateDataSourceFromRdsInput) -> bool

This method tests for !=.

impl StructuralPartialEq for CreateDataSourceFromRdsInput