Struct aws_sdk_machinelearning::operation::create_data_source_from_rds::CreateDataSourceFromRdsInput
source · #[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: Option<bool>,
}
Fields (Non-exhaustive)§
This struct is marked as non-exhaustive
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: Option<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§
source§impl CreateDataSourceFromRdsInput
impl CreateDataSourceFromRdsInput
sourcepub fn data_source_id(&self) -> Option<&str>
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
.
sourcepub fn data_source_name(&self) -> Option<&str>
pub fn data_source_name(&self) -> Option<&str>
A user-supplied name or description of the DataSource
.
sourcepub fn rds_data(&self) -> Option<&RdsDataSpec>
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}}"
sourcepub fn role_arn(&self) -> Option<&str>
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.
sourcepub fn compute_statistics(&self) -> Option<bool>
pub fn compute_statistics(&self) -> Option<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.
source§impl CreateDataSourceFromRdsInput
impl CreateDataSourceFromRdsInput
sourcepub fn builder() -> CreateDataSourceFromRdsInputBuilder
pub fn builder() -> CreateDataSourceFromRdsInputBuilder
Creates a new builder-style object to manufacture CreateDataSourceFromRdsInput
.
Trait Implementations§
source§impl Clone for CreateDataSourceFromRdsInput
impl Clone for CreateDataSourceFromRdsInput
source§fn clone(&self) -> CreateDataSourceFromRdsInput
fn clone(&self) -> CreateDataSourceFromRdsInput
1.0.0 · source§fn clone_from(&mut self, source: &Self)
fn clone_from(&mut self, source: &Self)
source
. Read moresource§impl Debug for CreateDataSourceFromRdsInput
impl Debug for CreateDataSourceFromRdsInput
source§impl PartialEq for CreateDataSourceFromRdsInput
impl PartialEq for CreateDataSourceFromRdsInput
source§fn eq(&self, other: &CreateDataSourceFromRdsInput) -> bool
fn eq(&self, other: &CreateDataSourceFromRdsInput) -> bool
self
and other
values to be equal, and is used
by ==
.impl StructuralPartialEq for CreateDataSourceFromRdsInput
Auto Trait Implementations§
impl Freeze for CreateDataSourceFromRdsInput
impl RefUnwindSafe for CreateDataSourceFromRdsInput
impl Send for CreateDataSourceFromRdsInput
impl Sync for CreateDataSourceFromRdsInput
impl Unpin for CreateDataSourceFromRdsInput
impl UnwindSafe for CreateDataSourceFromRdsInput
Blanket Implementations§
source§impl<T> BorrowMut<T> for Twhere
T: ?Sized,
impl<T> BorrowMut<T> for Twhere
T: ?Sized,
source§fn borrow_mut(&mut self) -> &mut T
fn borrow_mut(&mut self) -> &mut T
source§impl<T> Instrument for T
impl<T> Instrument for T
source§fn instrument(self, span: Span) -> Instrumented<Self>
fn instrument(self, span: Span) -> Instrumented<Self>
source§fn in_current_span(self) -> Instrumented<Self>
fn in_current_span(self) -> Instrumented<Self>
source§impl<T> IntoEither for T
impl<T> IntoEither for T
source§fn into_either(self, into_left: bool) -> Either<Self, Self>
fn into_either(self, into_left: bool) -> Either<Self, Self>
self
into a Left
variant of Either<Self, Self>
if into_left
is true
.
Converts self
into a Right
variant of Either<Self, Self>
otherwise. Read moresource§fn into_either_with<F>(self, into_left: F) -> Either<Self, Self>
fn into_either_with<F>(self, into_left: F) -> Either<Self, Self>
self
into a Left
variant of Either<Self, Self>
if into_left(&self)
returns true
.
Converts self
into a Right
variant of Either<Self, Self>
otherwise. Read more