Struct TransformJobDefinition

pub struct TransformJobDefinition {
    pub batch_strategy: Option<String>,
    pub environment: Option<HashMap<String, String>>,
    pub max_concurrent_transforms: Option<i64>,
    pub max_payload_in_mb: Option<i64>,
    pub transform_input: TransformInput,
    pub transform_output: TransformOutput,
    pub transform_resources: TransformResources,
}

Defines the input needed to run a transform job using the inference specification specified in the algorithm.

Fields

batch_strategy: Option<String>

A string that determines the number of records included in a single mini-batch.

SingleRecord means only one record is used per mini-batch. MultiRecord means a mini-batch is set to contain as many records that can fit within the MaxPayloadInMB limit.

environment: Option<HashMap<String, String>>

The environment variables to set in the Docker container. We support up to 16 key and values entries in the map.

max_concurrent_transforms: Option<i64>

The maximum number of parallel requests that can be sent to each instance in a transform job. The default value is 1.

max_payload_in_mb: Option<i64>

The maximum payload size allowed, in MB. A payload is the data portion of a record (without metadata).

transform_input: TransformInput

A description of the input source and the way the transform job consumes it.

transform_output: TransformOutput

Identifies the Amazon S3 location where you want Amazon SageMaker to save the results from the transform job.

transform_resources: TransformResources

Identifies the ML compute instances for the transform job.

Trait Implementations

impl Clone for TransformJobDefinition

fn clone(&self) -> TransformJobDefinition

Returns a duplicate of the value.

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

Performs copy-assignment from source.

impl Debug for TransformJobDefinition

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

Formats the value using the given formatter.

impl Default for TransformJobDefinition

fn default() -> TransformJobDefinition

Returns the “default value” for a type.

impl<'de> Deserialize<'de> for TransformJobDefinition

fn deserialize<__D>(__deserializer: __D) -> Result<Self, __D::Error>

where __D: Deserializer<'de>,

Deserialize this value from the given Serde deserializer.

impl PartialEq for TransformJobDefinition

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

Tests for self and other values to be equal, and is used by ==.

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

Tests for !=. The default implementation is almost always sufficient, and should not be overridden without very good reason.

impl Serialize for TransformJobDefinition

fn serialize<__S>(&self, __serializer: __S) -> Result<__S::Ok, __S::Error>

where __S: Serializer,

Serialize this value into the given Serde serializer.

impl StructuralPartialEq for TransformJobDefinition