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// Code generated by smithy-go-codegen DO NOT EDIT.
package sagemaker
import (
"context"
"errors"
"fmt"
awsmiddleware "github.com/aws/aws-sdk-go-v2/aws/middleware"
"github.com/aws/aws-sdk-go-v2/aws/signer/v4"
"github.com/aws/aws-sdk-go-v2/service/sagemaker/types"
smithy "github.com/aws/smithy-go"
"github.com/aws/smithy-go/middleware"
smithytime "github.com/aws/smithy-go/time"
smithyhttp "github.com/aws/smithy-go/transport/http"
smithywaiter "github.com/aws/smithy-go/waiter"
"github.com/jmespath/go-jmespath"
"time"
)
// Returns information about a transform job.
func (c *Client) DescribeTransformJob(ctx context.Context, params *DescribeTransformJobInput, optFns ...func(*Options)) (*DescribeTransformJobOutput, error) {
if params == nil {
params = &DescribeTransformJobInput{}
}
result, metadata, err := c.invokeOperation(ctx, "DescribeTransformJob", params, optFns, c.addOperationDescribeTransformJobMiddlewares)
if err != nil {
return nil, err
}
out := result.(*DescribeTransformJobOutput)
out.ResultMetadata = metadata
return out, nil
}
type DescribeTransformJobInput struct {
// The name of the transform job that you want to view details of.
//
// This member is required.
TransformJobName *string
noSmithyDocumentSerde
}
type DescribeTransformJobOutput struct {
// A timestamp that shows when the transform Job was created.
//
// This member is required.
CreationTime *time.Time
// The name of the model used in the transform job.
//
// This member is required.
ModelName *string
// Describes the dataset to be transformed and the Amazon S3 location where it is
// stored.
//
// This member is required.
TransformInput *types.TransformInput
// The Amazon Resource Name (ARN) of the transform job.
//
// This member is required.
TransformJobArn *string
// The name of the transform job.
//
// This member is required.
TransformJobName *string
// The status of the transform job. If the transform job failed, the reason is
// returned in the FailureReason field.
//
// This member is required.
TransformJobStatus types.TransformJobStatus
// Describes the resources, including ML instance types and ML instance count, to
// use for the transform job.
//
// This member is required.
TransformResources *types.TransformResources
// The Amazon Resource Name (ARN) of the AutoML transform job.
AutoMLJobArn *string
// Specifies the number of records to include in a mini-batch for an HTTP
// inference request. A record is a single unit of input data that inference can be
// made on. For example, a single line in a CSV file is a record. To enable the
// batch strategy, you must set SplitType to Line , RecordIO , or TFRecord .
BatchStrategy types.BatchStrategy
// Configuration to control how SageMaker captures inference data.
DataCaptureConfig *types.BatchDataCaptureConfig
// The data structure used to specify the data to be used for inference in a batch
// transform job and to associate the data that is relevant to the prediction
// results in the output. The input filter provided allows you to exclude input
// data that is not needed for inference in a batch transform job. The output
// filter provided allows you to include input data relevant to interpreting the
// predictions in the output from the job. For more information, see Associate
// Prediction Results with their Corresponding Input Records (https://docs.aws.amazon.com/sagemaker/latest/dg/batch-transform-data-processing.html)
// .
DataProcessing *types.DataProcessing
// The environment variables to set in the Docker container. We support up to 16
// key and values entries in the map.
Environment map[string]string
// Associates a SageMaker job as a trial component with an experiment and trial.
// Specified when you call the following APIs:
// - CreateProcessingJob (https://docs.aws.amazon.com/sagemaker/latest/APIReference/API_CreateProcessingJob.html)
// - CreateTrainingJob (https://docs.aws.amazon.com/sagemaker/latest/APIReference/API_CreateTrainingJob.html)
// - CreateTransformJob (https://docs.aws.amazon.com/sagemaker/latest/APIReference/API_CreateTransformJob.html)
ExperimentConfig *types.ExperimentConfig
// If the transform job failed, FailureReason describes why it failed. A transform
// job creates a log file, which includes error messages, and stores it as an
// Amazon S3 object. For more information, see Log Amazon SageMaker Events with
// Amazon CloudWatch (https://docs.aws.amazon.com/sagemaker/latest/dg/logging-cloudwatch.html)
// .
FailureReason *string
// The Amazon Resource Name (ARN) of the Amazon SageMaker Ground Truth labeling
// job that created the transform or training job.
LabelingJobArn *string
// The maximum number of parallel requests on each instance node that can be
// launched in a transform job. The default value is 1.
MaxConcurrentTransforms *int32
// The maximum payload size, in MB, used in the transform job.
MaxPayloadInMB *int32
// The timeout and maximum number of retries for processing a transform job
// invocation.
ModelClientConfig *types.ModelClientConfig
// Indicates when the transform job has been completed, or has stopped or failed.
// You are billed for the time interval between this time and the value of
// TransformStartTime .
TransformEndTime *time.Time
// Identifies the Amazon S3 location where you want Amazon SageMaker to save the
// results from the transform job.
TransformOutput *types.TransformOutput
// Indicates when the transform job starts on ML instances. You are billed for the
// time interval between this time and the value of TransformEndTime .
TransformStartTime *time.Time
// Metadata pertaining to the operation's result.
ResultMetadata middleware.Metadata
noSmithyDocumentSerde
}
func (c *Client) addOperationDescribeTransformJobMiddlewares(stack *middleware.Stack, options Options) (err error) {
if err := stack.Serialize.Add(&setOperationInputMiddleware{}, middleware.After); err != nil {
return err
}
err = stack.Serialize.Add(&awsAwsjson11_serializeOpDescribeTransformJob{}, middleware.After)
if err != nil {
return err
}
err = stack.Deserialize.Add(&awsAwsjson11_deserializeOpDescribeTransformJob{}, middleware.After)
if err != nil {
return err
}
if err := addProtocolFinalizerMiddlewares(stack, options, "DescribeTransformJob"); err != nil {
return fmt.Errorf("add protocol finalizers: %v", err)
}
if err = addlegacyEndpointContextSetter(stack, options); err != nil {
return err
}
if err = addSetLoggerMiddleware(stack, options); err != nil {
return err
}
if err = awsmiddleware.AddClientRequestIDMiddleware(stack); err != nil {
return err
}
if err = smithyhttp.AddComputeContentLengthMiddleware(stack); err != nil {
return err
}
if err = addResolveEndpointMiddleware(stack, options); err != nil {
return err
}
if err = v4.AddComputePayloadSHA256Middleware(stack); err != nil {
return err
}
if err = addRetryMiddlewares(stack, options); err != nil {
return err
}
if err = awsmiddleware.AddRawResponseToMetadata(stack); err != nil {
return err
}
if err = awsmiddleware.AddRecordResponseTiming(stack); err != nil {
return err
}
if err = addClientUserAgent(stack, options); err != nil {
return err
}
if err = smithyhttp.AddErrorCloseResponseBodyMiddleware(stack); err != nil {
return err
}
if err = smithyhttp.AddCloseResponseBodyMiddleware(stack); err != nil {
return err
}
if err = addSetLegacyContextSigningOptionsMiddleware(stack); err != nil {
return err
}
if err = addOpDescribeTransformJobValidationMiddleware(stack); err != nil {
return err
}
if err = stack.Initialize.Add(newServiceMetadataMiddleware_opDescribeTransformJob(options.Region), middleware.Before); err != nil {
return err
}
if err = awsmiddleware.AddRecursionDetection(stack); err != nil {
return err
}
if err = addRequestIDRetrieverMiddleware(stack); err != nil {
return err
}
if err = addResponseErrorMiddleware(stack); err != nil {
return err
}
if err = addRequestResponseLogging(stack, options); err != nil {
return err
}
if err = addDisableHTTPSMiddleware(stack, options); err != nil {
return err
}
return nil
}
// DescribeTransformJobAPIClient is a client that implements the
// DescribeTransformJob operation.
type DescribeTransformJobAPIClient interface {
DescribeTransformJob(context.Context, *DescribeTransformJobInput, ...func(*Options)) (*DescribeTransformJobOutput, error)
}
var _ DescribeTransformJobAPIClient = (*Client)(nil)
// TransformJobCompletedOrStoppedWaiterOptions are waiter options for
// TransformJobCompletedOrStoppedWaiter
type TransformJobCompletedOrStoppedWaiterOptions struct {
// Set of options to modify how an operation is invoked. These apply to all
// operations invoked for this client. Use functional options on operation call to
// modify this list for per operation behavior.
APIOptions []func(*middleware.Stack) error
// MinDelay is the minimum amount of time to delay between retries. If unset,
// TransformJobCompletedOrStoppedWaiter will use default minimum delay of 60
// seconds. Note that MinDelay must resolve to a value lesser than or equal to the
// MaxDelay.
MinDelay time.Duration
// MaxDelay is the maximum amount of time to delay between retries. If unset or
// set to zero, TransformJobCompletedOrStoppedWaiter will use default max delay of
// 120 seconds. Note that MaxDelay must resolve to value greater than or equal to
// the MinDelay.
MaxDelay time.Duration
// LogWaitAttempts is used to enable logging for waiter retry attempts
LogWaitAttempts bool
// Retryable is function that can be used to override the service defined
// waiter-behavior based on operation output, or returned error. This function is
// used by the waiter to decide if a state is retryable or a terminal state. By
// default service-modeled logic will populate this option. This option can thus be
// used to define a custom waiter state with fall-back to service-modeled waiter
// state mutators.The function returns an error in case of a failure state. In case
// of retry state, this function returns a bool value of true and nil error, while
// in case of success it returns a bool value of false and nil error.
Retryable func(context.Context, *DescribeTransformJobInput, *DescribeTransformJobOutput, error) (bool, error)
}
// TransformJobCompletedOrStoppedWaiter defines the waiters for
// TransformJobCompletedOrStopped
type TransformJobCompletedOrStoppedWaiter struct {
client DescribeTransformJobAPIClient
options TransformJobCompletedOrStoppedWaiterOptions
}
// NewTransformJobCompletedOrStoppedWaiter constructs a
// TransformJobCompletedOrStoppedWaiter.
func NewTransformJobCompletedOrStoppedWaiter(client DescribeTransformJobAPIClient, optFns ...func(*TransformJobCompletedOrStoppedWaiterOptions)) *TransformJobCompletedOrStoppedWaiter {
options := TransformJobCompletedOrStoppedWaiterOptions{}
options.MinDelay = 60 * time.Second
options.MaxDelay = 120 * time.Second
options.Retryable = transformJobCompletedOrStoppedStateRetryable
for _, fn := range optFns {
fn(&options)
}
return &TransformJobCompletedOrStoppedWaiter{
client: client,
options: options,
}
}
// Wait calls the waiter function for TransformJobCompletedOrStopped waiter. The
// maxWaitDur is the maximum wait duration the waiter will wait. The maxWaitDur is
// required and must be greater than zero.
func (w *TransformJobCompletedOrStoppedWaiter) Wait(ctx context.Context, params *DescribeTransformJobInput, maxWaitDur time.Duration, optFns ...func(*TransformJobCompletedOrStoppedWaiterOptions)) error {
_, err := w.WaitForOutput(ctx, params, maxWaitDur, optFns...)
return err
}
// WaitForOutput calls the waiter function for TransformJobCompletedOrStopped
// waiter and returns the output of the successful operation. The maxWaitDur is the
// maximum wait duration the waiter will wait. The maxWaitDur is required and must
// be greater than zero.
func (w *TransformJobCompletedOrStoppedWaiter) WaitForOutput(ctx context.Context, params *DescribeTransformJobInput, maxWaitDur time.Duration, optFns ...func(*TransformJobCompletedOrStoppedWaiterOptions)) (*DescribeTransformJobOutput, error) {
if maxWaitDur <= 0 {
return nil, fmt.Errorf("maximum wait time for waiter must be greater than zero")
}
options := w.options
for _, fn := range optFns {
fn(&options)
}
if options.MaxDelay <= 0 {
options.MaxDelay = 120 * time.Second
}
if options.MinDelay > options.MaxDelay {
return nil, fmt.Errorf("minimum waiter delay %v must be lesser than or equal to maximum waiter delay of %v.", options.MinDelay, options.MaxDelay)
}
ctx, cancelFn := context.WithTimeout(ctx, maxWaitDur)
defer cancelFn()
logger := smithywaiter.Logger{}
remainingTime := maxWaitDur
var attempt int64
for {
attempt++
apiOptions := options.APIOptions
start := time.Now()
if options.LogWaitAttempts {
logger.Attempt = attempt
apiOptions = append([]func(*middleware.Stack) error{}, options.APIOptions...)
apiOptions = append(apiOptions, logger.AddLogger)
}
out, err := w.client.DescribeTransformJob(ctx, params, func(o *Options) {
o.APIOptions = append(o.APIOptions, apiOptions...)
})
retryable, err := options.Retryable(ctx, params, out, err)
if err != nil {
return nil, err
}
if !retryable {
return out, nil
}
remainingTime -= time.Since(start)
if remainingTime < options.MinDelay || remainingTime <= 0 {
break
}
// compute exponential backoff between waiter retries
delay, err := smithywaiter.ComputeDelay(
attempt, options.MinDelay, options.MaxDelay, remainingTime,
)
if err != nil {
return nil, fmt.Errorf("error computing waiter delay, %w", err)
}
remainingTime -= delay
// sleep for the delay amount before invoking a request
if err := smithytime.SleepWithContext(ctx, delay); err != nil {
return nil, fmt.Errorf("request cancelled while waiting, %w", err)
}
}
return nil, fmt.Errorf("exceeded max wait time for TransformJobCompletedOrStopped waiter")
}
func transformJobCompletedOrStoppedStateRetryable(ctx context.Context, input *DescribeTransformJobInput, output *DescribeTransformJobOutput, err error) (bool, error) {
if err == nil {
pathValue, err := jmespath.Search("TransformJobStatus", output)
if err != nil {
return false, fmt.Errorf("error evaluating waiter state: %w", err)
}
expectedValue := "Completed"
value, ok := pathValue.(types.TransformJobStatus)
if !ok {
return false, fmt.Errorf("waiter comparator expected types.TransformJobStatus value, got %T", pathValue)
}
if string(value) == expectedValue {
return false, nil
}
}
if err == nil {
pathValue, err := jmespath.Search("TransformJobStatus", output)
if err != nil {
return false, fmt.Errorf("error evaluating waiter state: %w", err)
}
expectedValue := "Stopped"
value, ok := pathValue.(types.TransformJobStatus)
if !ok {
return false, fmt.Errorf("waiter comparator expected types.TransformJobStatus value, got %T", pathValue)
}
if string(value) == expectedValue {
return false, nil
}
}
if err == nil {
pathValue, err := jmespath.Search("TransformJobStatus", output)
if err != nil {
return false, fmt.Errorf("error evaluating waiter state: %w", err)
}
expectedValue := "Failed"
value, ok := pathValue.(types.TransformJobStatus)
if !ok {
return false, fmt.Errorf("waiter comparator expected types.TransformJobStatus value, got %T", pathValue)
}
if string(value) == expectedValue {
return false, fmt.Errorf("waiter state transitioned to Failure")
}
}
if err != nil {
var apiErr smithy.APIError
ok := errors.As(err, &apiErr)
if !ok {
return false, fmt.Errorf("expected err to be of type smithy.APIError, got %w", err)
}
if "ValidationException" == apiErr.ErrorCode() {
return false, fmt.Errorf("waiter state transitioned to Failure")
}
}
return true, nil
}
func newServiceMetadataMiddleware_opDescribeTransformJob(region string) *awsmiddleware.RegisterServiceMetadata {
return &awsmiddleware.RegisterServiceMetadata{
Region: region,
ServiceID: ServiceID,
OperationName: "DescribeTransformJob",
}
}
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