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// Code generated by smithy-go-codegen DO NOT EDIT.
package sagemaker
import (
"context"
"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"
"github.com/aws/smithy-go/middleware"
smithyhttp "github.com/aws/smithy-go/transport/http"
"time"
)
// Returns information about an AutoML job created by calling CreateAutoMLJob (https://docs.aws.amazon.com/sagemaker/latest/APIReference/API_CreateAutoMLJob.html)
// . AutoML jobs created by calling CreateAutoMLJobV2 (https://docs.aws.amazon.com/sagemaker/latest/APIReference/API_CreateAutoMLJobV2.html)
// cannot be described by DescribeAutoMLJob .
func (c *Client) DescribeAutoMLJob(ctx context.Context, params *DescribeAutoMLJobInput, optFns ...func(*Options)) (*DescribeAutoMLJobOutput, error) {
if params == nil {
params = &DescribeAutoMLJobInput{}
}
result, metadata, err := c.invokeOperation(ctx, "DescribeAutoMLJob", params, optFns, c.addOperationDescribeAutoMLJobMiddlewares)
if err != nil {
return nil, err
}
out := result.(*DescribeAutoMLJobOutput)
out.ResultMetadata = metadata
return out, nil
}
type DescribeAutoMLJobInput struct {
// Requests information about an AutoML job using its unique name.
//
// This member is required.
AutoMLJobName *string
noSmithyDocumentSerde
}
type DescribeAutoMLJobOutput struct {
// Returns the ARN of the AutoML job.
//
// This member is required.
AutoMLJobArn *string
// Returns the name of the AutoML job.
//
// This member is required.
AutoMLJobName *string
// Returns the secondary status of the AutoML job.
//
// This member is required.
AutoMLJobSecondaryStatus types.AutoMLJobSecondaryStatus
// Returns the status of the AutoML job.
//
// This member is required.
AutoMLJobStatus types.AutoMLJobStatus
// Returns the creation time of the AutoML job.
//
// This member is required.
CreationTime *time.Time
// Returns the input data configuration for the AutoML job.
//
// This member is required.
InputDataConfig []types.AutoMLChannel
// Returns the job's last modified time.
//
// This member is required.
LastModifiedTime *time.Time
// Returns the job's output data config.
//
// This member is required.
OutputDataConfig *types.AutoMLOutputDataConfig
// The Amazon Resource Name (ARN) of the Identity and Access Management (IAM) role
// that has read permission to the input data location and write permission to the
// output data location in Amazon S3.
//
// This member is required.
RoleArn *string
// Returns information on the job's artifacts found in AutoMLJobArtifacts .
AutoMLJobArtifacts *types.AutoMLJobArtifacts
// Returns the configuration for the AutoML job.
AutoMLJobConfig *types.AutoMLJobConfig
// Returns the job's objective.
AutoMLJobObjective *types.AutoMLJobObjective
// The best model candidate selected by SageMaker Autopilot using both the best
// objective metric and lowest InferenceLatency (https://docs.aws.amazon.com/sagemaker/latest/dg/autopilot-metrics-validation.html)
// for an experiment.
BestCandidate *types.AutoMLCandidate
// Returns the end time of the AutoML job.
EndTime *time.Time
// Returns the failure reason for an AutoML job, when applicable.
FailureReason *string
// Indicates whether the output for an AutoML job generates candidate definitions
// only.
GenerateCandidateDefinitionsOnly *bool
// Indicates whether the model was deployed automatically to an endpoint and the
// name of that endpoint if deployed automatically.
ModelDeployConfig *types.ModelDeployConfig
// Provides information about endpoint for the model deployment.
ModelDeployResult *types.ModelDeployResult
// Returns a list of reasons for partial failures within an AutoML job.
PartialFailureReasons []types.AutoMLPartialFailureReason
// Returns the job's problem type.
ProblemType types.ProblemType
// Contains ProblemType , AutoMLJobObjective , and CompletionCriteria . If you do
// not provide these values, they are inferred.
ResolvedAttributes *types.ResolvedAttributes
// Metadata pertaining to the operation's result.
ResultMetadata middleware.Metadata
noSmithyDocumentSerde
}
func (c *Client) addOperationDescribeAutoMLJobMiddlewares(stack *middleware.Stack, options Options) (err error) {
if err := stack.Serialize.Add(&setOperationInputMiddleware{}, middleware.After); err != nil {
return err
}
err = stack.Serialize.Add(&awsAwsjson11_serializeOpDescribeAutoMLJob{}, middleware.After)
if err != nil {
return err
}
err = stack.Deserialize.Add(&awsAwsjson11_deserializeOpDescribeAutoMLJob{}, middleware.After)
if err != nil {
return err
}
if err := addProtocolFinalizerMiddlewares(stack, options, "DescribeAutoMLJob"); 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 = addOpDescribeAutoMLJobValidationMiddleware(stack); err != nil {
return err
}
if err = stack.Initialize.Add(newServiceMetadataMiddleware_opDescribeAutoMLJob(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
}
func newServiceMetadataMiddleware_opDescribeAutoMLJob(region string) *awsmiddleware.RegisterServiceMetadata {
return &awsmiddleware.RegisterServiceMetadata{
Region: region,
ServiceID: ServiceID,
OperationName: "DescribeAutoMLJob",
}
}
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