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sdk.go
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sdk.go
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// Copyright Amazon.com Inc. or its affiliates. All Rights Reserved.
//
// Licensed under the Apache License, Version 2.0 (the "License"). You may
// not use this file except in compliance with the License. A copy of the
// License is located at
//
// http://aws.amazon.com/apache2.0/
//
// or in the "license" file accompanying this file. This file is distributed
// on an "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either
// express or implied. See the License for the specific language governing
// permissions and limitations under the License.
// Code generated by ack-generate. DO NOT EDIT.
package hyper_parameter_tuning_job
import (
"context"
"errors"
"fmt"
"reflect"
"strings"
ackv1alpha1 "github.com/aws-controllers-k8s/runtime/apis/core/v1alpha1"
ackcompare "github.com/aws-controllers-k8s/runtime/pkg/compare"
ackcondition "github.com/aws-controllers-k8s/runtime/pkg/condition"
ackerr "github.com/aws-controllers-k8s/runtime/pkg/errors"
ackrequeue "github.com/aws-controllers-k8s/runtime/pkg/requeue"
ackrtlog "github.com/aws-controllers-k8s/runtime/pkg/runtime/log"
"github.com/aws/aws-sdk-go/aws"
svcsdk "github.com/aws/aws-sdk-go/service/sagemaker"
corev1 "k8s.io/api/core/v1"
metav1 "k8s.io/apimachinery/pkg/apis/meta/v1"
svcapitypes "github.com/aws-controllers-k8s/sagemaker-controller/apis/v1alpha1"
)
// Hack to avoid import errors during build...
var (
_ = &metav1.Time{}
_ = strings.ToLower("")
_ = &aws.JSONValue{}
_ = &svcsdk.SageMaker{}
_ = &svcapitypes.HyperParameterTuningJob{}
_ = ackv1alpha1.AWSAccountID("")
_ = &ackerr.NotFound
_ = &ackcondition.NotManagedMessage
_ = &reflect.Value{}
_ = fmt.Sprintf("")
_ = &ackrequeue.NoRequeue{}
)
// sdkFind returns SDK-specific information about a supplied resource
func (rm *resourceManager) sdkFind(
ctx context.Context,
r *resource,
) (latest *resource, err error) {
rlog := ackrtlog.FromContext(ctx)
exit := rlog.Trace("rm.sdkFind")
defer func() {
exit(err)
}()
// If any required fields in the input shape are missing, AWS resource is
// not created yet. Return NotFound here to indicate to callers that the
// resource isn't yet created.
if rm.requiredFieldsMissingFromReadOneInput(r) {
return nil, ackerr.NotFound
}
input, err := rm.newDescribeRequestPayload(r)
if err != nil {
return nil, err
}
var resp *svcsdk.DescribeHyperParameterTuningJobOutput
resp, err = rm.sdkapi.DescribeHyperParameterTuningJobWithContext(ctx, input)
rm.metrics.RecordAPICall("READ_ONE", "DescribeHyperParameterTuningJob", err)
if err != nil {
if awsErr, ok := ackerr.AWSError(err); ok && awsErr.Code() == "ResourceNotFound" {
return nil, ackerr.NotFound
}
return nil, err
}
// Merge in the information we read from the API call above to the copy of
// the original Kubernetes object we passed to the function
ko := r.ko.DeepCopy()
if resp.BestTrainingJob != nil {
f0 := &svcapitypes.HyperParameterTrainingJobSummary{}
if resp.BestTrainingJob.CreationTime != nil {
f0.CreationTime = &metav1.Time{*resp.BestTrainingJob.CreationTime}
}
if resp.BestTrainingJob.FailureReason != nil {
f0.FailureReason = resp.BestTrainingJob.FailureReason
}
if resp.BestTrainingJob.FinalHyperParameterTuningJobObjectiveMetric != nil {
f0f2 := &svcapitypes.FinalHyperParameterTuningJobObjectiveMetric{}
if resp.BestTrainingJob.FinalHyperParameterTuningJobObjectiveMetric.MetricName != nil {
f0f2.MetricName = resp.BestTrainingJob.FinalHyperParameterTuningJobObjectiveMetric.MetricName
}
if resp.BestTrainingJob.FinalHyperParameterTuningJobObjectiveMetric.Type != nil {
f0f2.Type = resp.BestTrainingJob.FinalHyperParameterTuningJobObjectiveMetric.Type
}
if resp.BestTrainingJob.FinalHyperParameterTuningJobObjectiveMetric.Value != nil {
f0f2.Value = resp.BestTrainingJob.FinalHyperParameterTuningJobObjectiveMetric.Value
}
f0.FinalHyperParameterTuningJobObjectiveMetric = f0f2
}
if resp.BestTrainingJob.ObjectiveStatus != nil {
f0.ObjectiveStatus = resp.BestTrainingJob.ObjectiveStatus
}
if resp.BestTrainingJob.TrainingEndTime != nil {
f0.TrainingEndTime = &metav1.Time{*resp.BestTrainingJob.TrainingEndTime}
}
if resp.BestTrainingJob.TrainingJobArn != nil {
f0.TrainingJobARN = resp.BestTrainingJob.TrainingJobArn
}
if resp.BestTrainingJob.TrainingJobDefinitionName != nil {
f0.TrainingJobDefinitionName = resp.BestTrainingJob.TrainingJobDefinitionName
}
if resp.BestTrainingJob.TrainingJobName != nil {
f0.TrainingJobName = resp.BestTrainingJob.TrainingJobName
}
if resp.BestTrainingJob.TrainingJobStatus != nil {
f0.TrainingJobStatus = resp.BestTrainingJob.TrainingJobStatus
}
if resp.BestTrainingJob.TrainingStartTime != nil {
f0.TrainingStartTime = &metav1.Time{*resp.BestTrainingJob.TrainingStartTime}
}
if resp.BestTrainingJob.TunedHyperParameters != nil {
f0f10 := map[string]*string{}
for f0f10key, f0f10valiter := range resp.BestTrainingJob.TunedHyperParameters {
var f0f10val string
f0f10val = *f0f10valiter
f0f10[f0f10key] = &f0f10val
}
f0.TunedHyperParameters = f0f10
}
if resp.BestTrainingJob.TuningJobName != nil {
f0.TuningJobName = resp.BestTrainingJob.TuningJobName
}
ko.Status.BestTrainingJob = f0
} else {
ko.Status.BestTrainingJob = nil
}
if resp.FailureReason != nil {
ko.Status.FailureReason = resp.FailureReason
} else {
ko.Status.FailureReason = nil
}
if ko.Status.ACKResourceMetadata == nil {
ko.Status.ACKResourceMetadata = &ackv1alpha1.ResourceMetadata{}
}
if resp.HyperParameterTuningJobArn != nil {
arn := ackv1alpha1.AWSResourceName(*resp.HyperParameterTuningJobArn)
ko.Status.ACKResourceMetadata.ARN = &arn
}
if resp.HyperParameterTuningJobConfig != nil {
f5 := &svcapitypes.HyperParameterTuningJobConfig{}
if resp.HyperParameterTuningJobConfig.HyperParameterTuningJobObjective != nil {
f5f0 := &svcapitypes.HyperParameterTuningJobObjective{}
if resp.HyperParameterTuningJobConfig.HyperParameterTuningJobObjective.MetricName != nil {
f5f0.MetricName = resp.HyperParameterTuningJobConfig.HyperParameterTuningJobObjective.MetricName
}
if resp.HyperParameterTuningJobConfig.HyperParameterTuningJobObjective.Type != nil {
f5f0.Type = resp.HyperParameterTuningJobConfig.HyperParameterTuningJobObjective.Type
}
f5.HyperParameterTuningJobObjective = f5f0
}
if resp.HyperParameterTuningJobConfig.ParameterRanges != nil {
f5f1 := &svcapitypes.ParameterRanges{}
if resp.HyperParameterTuningJobConfig.ParameterRanges.CategoricalParameterRanges != nil {
f5f1f0 := []*svcapitypes.CategoricalParameterRange{}
for _, f5f1f0iter := range resp.HyperParameterTuningJobConfig.ParameterRanges.CategoricalParameterRanges {
f5f1f0elem := &svcapitypes.CategoricalParameterRange{}
if f5f1f0iter.Name != nil {
f5f1f0elem.Name = f5f1f0iter.Name
}
if f5f1f0iter.Values != nil {
f5f1f0elemf1 := []*string{}
for _, f5f1f0elemf1iter := range f5f1f0iter.Values {
var f5f1f0elemf1elem string
f5f1f0elemf1elem = *f5f1f0elemf1iter
f5f1f0elemf1 = append(f5f1f0elemf1, &f5f1f0elemf1elem)
}
f5f1f0elem.Values = f5f1f0elemf1
}
f5f1f0 = append(f5f1f0, f5f1f0elem)
}
f5f1.CategoricalParameterRanges = f5f1f0
}
if resp.HyperParameterTuningJobConfig.ParameterRanges.ContinuousParameterRanges != nil {
f5f1f1 := []*svcapitypes.ContinuousParameterRange{}
for _, f5f1f1iter := range resp.HyperParameterTuningJobConfig.ParameterRanges.ContinuousParameterRanges {
f5f1f1elem := &svcapitypes.ContinuousParameterRange{}
if f5f1f1iter.MaxValue != nil {
f5f1f1elem.MaxValue = f5f1f1iter.MaxValue
}
if f5f1f1iter.MinValue != nil {
f5f1f1elem.MinValue = f5f1f1iter.MinValue
}
if f5f1f1iter.Name != nil {
f5f1f1elem.Name = f5f1f1iter.Name
}
if f5f1f1iter.ScalingType != nil {
f5f1f1elem.ScalingType = f5f1f1iter.ScalingType
}
f5f1f1 = append(f5f1f1, f5f1f1elem)
}
f5f1.ContinuousParameterRanges = f5f1f1
}
if resp.HyperParameterTuningJobConfig.ParameterRanges.IntegerParameterRanges != nil {
f5f1f2 := []*svcapitypes.IntegerParameterRange{}
for _, f5f1f2iter := range resp.HyperParameterTuningJobConfig.ParameterRanges.IntegerParameterRanges {
f5f1f2elem := &svcapitypes.IntegerParameterRange{}
if f5f1f2iter.MaxValue != nil {
f5f1f2elem.MaxValue = f5f1f2iter.MaxValue
}
if f5f1f2iter.MinValue != nil {
f5f1f2elem.MinValue = f5f1f2iter.MinValue
}
if f5f1f2iter.Name != nil {
f5f1f2elem.Name = f5f1f2iter.Name
}
if f5f1f2iter.ScalingType != nil {
f5f1f2elem.ScalingType = f5f1f2iter.ScalingType
}
f5f1f2 = append(f5f1f2, f5f1f2elem)
}
f5f1.IntegerParameterRanges = f5f1f2
}
f5.ParameterRanges = f5f1
}
if resp.HyperParameterTuningJobConfig.ResourceLimits != nil {
f5f2 := &svcapitypes.ResourceLimits{}
if resp.HyperParameterTuningJobConfig.ResourceLimits.MaxNumberOfTrainingJobs != nil {
f5f2.MaxNumberOfTrainingJobs = resp.HyperParameterTuningJobConfig.ResourceLimits.MaxNumberOfTrainingJobs
}
if resp.HyperParameterTuningJobConfig.ResourceLimits.MaxParallelTrainingJobs != nil {
f5f2.MaxParallelTrainingJobs = resp.HyperParameterTuningJobConfig.ResourceLimits.MaxParallelTrainingJobs
}
f5.ResourceLimits = f5f2
}
if resp.HyperParameterTuningJobConfig.Strategy != nil {
f5.Strategy = resp.HyperParameterTuningJobConfig.Strategy
}
if resp.HyperParameterTuningJobConfig.TrainingJobEarlyStoppingType != nil {
f5.TrainingJobEarlyStoppingType = resp.HyperParameterTuningJobConfig.TrainingJobEarlyStoppingType
}
if resp.HyperParameterTuningJobConfig.TuningJobCompletionCriteria != nil {
f5f5 := &svcapitypes.TuningJobCompletionCriteria{}
if resp.HyperParameterTuningJobConfig.TuningJobCompletionCriteria.TargetObjectiveMetricValue != nil {
f5f5.TargetObjectiveMetricValue = resp.HyperParameterTuningJobConfig.TuningJobCompletionCriteria.TargetObjectiveMetricValue
}
f5.TuningJobCompletionCriteria = f5f5
}
ko.Spec.HyperParameterTuningJobConfig = f5
} else {
ko.Spec.HyperParameterTuningJobConfig = nil
}
if resp.HyperParameterTuningJobName != nil {
ko.Spec.HyperParameterTuningJobName = resp.HyperParameterTuningJobName
} else {
ko.Spec.HyperParameterTuningJobName = nil
}
if resp.HyperParameterTuningJobStatus != nil {
ko.Status.HyperParameterTuningJobStatus = resp.HyperParameterTuningJobStatus
} else {
ko.Status.HyperParameterTuningJobStatus = nil
}
if resp.OverallBestTrainingJob != nil {
f10 := &svcapitypes.HyperParameterTrainingJobSummary{}
if resp.OverallBestTrainingJob.CreationTime != nil {
f10.CreationTime = &metav1.Time{*resp.OverallBestTrainingJob.CreationTime}
}
if resp.OverallBestTrainingJob.FailureReason != nil {
f10.FailureReason = resp.OverallBestTrainingJob.FailureReason
}
if resp.OverallBestTrainingJob.FinalHyperParameterTuningJobObjectiveMetric != nil {
f10f2 := &svcapitypes.FinalHyperParameterTuningJobObjectiveMetric{}
if resp.OverallBestTrainingJob.FinalHyperParameterTuningJobObjectiveMetric.MetricName != nil {
f10f2.MetricName = resp.OverallBestTrainingJob.FinalHyperParameterTuningJobObjectiveMetric.MetricName
}
if resp.OverallBestTrainingJob.FinalHyperParameterTuningJobObjectiveMetric.Type != nil {
f10f2.Type = resp.OverallBestTrainingJob.FinalHyperParameterTuningJobObjectiveMetric.Type
}
if resp.OverallBestTrainingJob.FinalHyperParameterTuningJobObjectiveMetric.Value != nil {
f10f2.Value = resp.OverallBestTrainingJob.FinalHyperParameterTuningJobObjectiveMetric.Value
}
f10.FinalHyperParameterTuningJobObjectiveMetric = f10f2
}
if resp.OverallBestTrainingJob.ObjectiveStatus != nil {
f10.ObjectiveStatus = resp.OverallBestTrainingJob.ObjectiveStatus
}
if resp.OverallBestTrainingJob.TrainingEndTime != nil {
f10.TrainingEndTime = &metav1.Time{*resp.OverallBestTrainingJob.TrainingEndTime}
}
if resp.OverallBestTrainingJob.TrainingJobArn != nil {
f10.TrainingJobARN = resp.OverallBestTrainingJob.TrainingJobArn
}
if resp.OverallBestTrainingJob.TrainingJobDefinitionName != nil {
f10.TrainingJobDefinitionName = resp.OverallBestTrainingJob.TrainingJobDefinitionName
}
if resp.OverallBestTrainingJob.TrainingJobName != nil {
f10.TrainingJobName = resp.OverallBestTrainingJob.TrainingJobName
}
if resp.OverallBestTrainingJob.TrainingJobStatus != nil {
f10.TrainingJobStatus = resp.OverallBestTrainingJob.TrainingJobStatus
}
if resp.OverallBestTrainingJob.TrainingStartTime != nil {
f10.TrainingStartTime = &metav1.Time{*resp.OverallBestTrainingJob.TrainingStartTime}
}
if resp.OverallBestTrainingJob.TunedHyperParameters != nil {
f10f10 := map[string]*string{}
for f10f10key, f10f10valiter := range resp.OverallBestTrainingJob.TunedHyperParameters {
var f10f10val string
f10f10val = *f10f10valiter
f10f10[f10f10key] = &f10f10val
}
f10.TunedHyperParameters = f10f10
}
if resp.OverallBestTrainingJob.TuningJobName != nil {
f10.TuningJobName = resp.OverallBestTrainingJob.TuningJobName
}
ko.Status.OverallBestTrainingJob = f10
} else {
ko.Status.OverallBestTrainingJob = nil
}
if resp.TrainingJobDefinition != nil {
f11 := &svcapitypes.HyperParameterTrainingJobDefinition{}
if resp.TrainingJobDefinition.AlgorithmSpecification != nil {
f11f0 := &svcapitypes.HyperParameterAlgorithmSpecification{}
if resp.TrainingJobDefinition.AlgorithmSpecification.AlgorithmName != nil {
f11f0.AlgorithmName = resp.TrainingJobDefinition.AlgorithmSpecification.AlgorithmName
}
if resp.TrainingJobDefinition.AlgorithmSpecification.MetricDefinitions != nil {
f11f0f1 := []*svcapitypes.MetricDefinition{}
for _, f11f0f1iter := range resp.TrainingJobDefinition.AlgorithmSpecification.MetricDefinitions {
f11f0f1elem := &svcapitypes.MetricDefinition{}
if f11f0f1iter.Name != nil {
f11f0f1elem.Name = f11f0f1iter.Name
}
if f11f0f1iter.Regex != nil {
f11f0f1elem.Regex = f11f0f1iter.Regex
}
f11f0f1 = append(f11f0f1, f11f0f1elem)
}
f11f0.MetricDefinitions = f11f0f1
}
if resp.TrainingJobDefinition.AlgorithmSpecification.TrainingImage != nil {
f11f0.TrainingImage = resp.TrainingJobDefinition.AlgorithmSpecification.TrainingImage
}
if resp.TrainingJobDefinition.AlgorithmSpecification.TrainingInputMode != nil {
f11f0.TrainingInputMode = resp.TrainingJobDefinition.AlgorithmSpecification.TrainingInputMode
}
f11.AlgorithmSpecification = f11f0
}
if resp.TrainingJobDefinition.CheckpointConfig != nil {
f11f1 := &svcapitypes.CheckpointConfig{}
if resp.TrainingJobDefinition.CheckpointConfig.LocalPath != nil {
f11f1.LocalPath = resp.TrainingJobDefinition.CheckpointConfig.LocalPath
}
if resp.TrainingJobDefinition.CheckpointConfig.S3Uri != nil {
f11f1.S3URI = resp.TrainingJobDefinition.CheckpointConfig.S3Uri
}
f11.CheckpointConfig = f11f1
}
if resp.TrainingJobDefinition.DefinitionName != nil {
f11.DefinitionName = resp.TrainingJobDefinition.DefinitionName
}
if resp.TrainingJobDefinition.EnableInterContainerTrafficEncryption != nil {
f11.EnableInterContainerTrafficEncryption = resp.TrainingJobDefinition.EnableInterContainerTrafficEncryption
}
if resp.TrainingJobDefinition.EnableManagedSpotTraining != nil {
f11.EnableManagedSpotTraining = resp.TrainingJobDefinition.EnableManagedSpotTraining
}
if resp.TrainingJobDefinition.EnableNetworkIsolation != nil {
f11.EnableNetworkIsolation = resp.TrainingJobDefinition.EnableNetworkIsolation
}
if resp.TrainingJobDefinition.HyperParameterRanges != nil {
f11f6 := &svcapitypes.ParameterRanges{}
if resp.TrainingJobDefinition.HyperParameterRanges.CategoricalParameterRanges != nil {
f11f6f0 := []*svcapitypes.CategoricalParameterRange{}
for _, f11f6f0iter := range resp.TrainingJobDefinition.HyperParameterRanges.CategoricalParameterRanges {
f11f6f0elem := &svcapitypes.CategoricalParameterRange{}
if f11f6f0iter.Name != nil {
f11f6f0elem.Name = f11f6f0iter.Name
}
if f11f6f0iter.Values != nil {
f11f6f0elemf1 := []*string{}
for _, f11f6f0elemf1iter := range f11f6f0iter.Values {
var f11f6f0elemf1elem string
f11f6f0elemf1elem = *f11f6f0elemf1iter
f11f6f0elemf1 = append(f11f6f0elemf1, &f11f6f0elemf1elem)
}
f11f6f0elem.Values = f11f6f0elemf1
}
f11f6f0 = append(f11f6f0, f11f6f0elem)
}
f11f6.CategoricalParameterRanges = f11f6f0
}
if resp.TrainingJobDefinition.HyperParameterRanges.ContinuousParameterRanges != nil {
f11f6f1 := []*svcapitypes.ContinuousParameterRange{}
for _, f11f6f1iter := range resp.TrainingJobDefinition.HyperParameterRanges.ContinuousParameterRanges {
f11f6f1elem := &svcapitypes.ContinuousParameterRange{}
if f11f6f1iter.MaxValue != nil {
f11f6f1elem.MaxValue = f11f6f1iter.MaxValue
}
if f11f6f1iter.MinValue != nil {
f11f6f1elem.MinValue = f11f6f1iter.MinValue
}
if f11f6f1iter.Name != nil {
f11f6f1elem.Name = f11f6f1iter.Name
}
if f11f6f1iter.ScalingType != nil {
f11f6f1elem.ScalingType = f11f6f1iter.ScalingType
}
f11f6f1 = append(f11f6f1, f11f6f1elem)
}
f11f6.ContinuousParameterRanges = f11f6f1
}
if resp.TrainingJobDefinition.HyperParameterRanges.IntegerParameterRanges != nil {
f11f6f2 := []*svcapitypes.IntegerParameterRange{}
for _, f11f6f2iter := range resp.TrainingJobDefinition.HyperParameterRanges.IntegerParameterRanges {
f11f6f2elem := &svcapitypes.IntegerParameterRange{}
if f11f6f2iter.MaxValue != nil {
f11f6f2elem.MaxValue = f11f6f2iter.MaxValue
}
if f11f6f2iter.MinValue != nil {
f11f6f2elem.MinValue = f11f6f2iter.MinValue
}
if f11f6f2iter.Name != nil {
f11f6f2elem.Name = f11f6f2iter.Name
}
if f11f6f2iter.ScalingType != nil {
f11f6f2elem.ScalingType = f11f6f2iter.ScalingType
}
f11f6f2 = append(f11f6f2, f11f6f2elem)
}
f11f6.IntegerParameterRanges = f11f6f2
}
f11.HyperParameterRanges = f11f6
}
if resp.TrainingJobDefinition.InputDataConfig != nil {
f11f7 := []*svcapitypes.Channel{}
for _, f11f7iter := range resp.TrainingJobDefinition.InputDataConfig {
f11f7elem := &svcapitypes.Channel{}
if f11f7iter.ChannelName != nil {
f11f7elem.ChannelName = f11f7iter.ChannelName
}
if f11f7iter.CompressionType != nil {
f11f7elem.CompressionType = f11f7iter.CompressionType
}
if f11f7iter.ContentType != nil {
f11f7elem.ContentType = f11f7iter.ContentType
}
if f11f7iter.DataSource != nil {
f11f7elemf3 := &svcapitypes.DataSource{}
if f11f7iter.DataSource.FileSystemDataSource != nil {
f11f7elemf3f0 := &svcapitypes.FileSystemDataSource{}
if f11f7iter.DataSource.FileSystemDataSource.DirectoryPath != nil {
f11f7elemf3f0.DirectoryPath = f11f7iter.DataSource.FileSystemDataSource.DirectoryPath
}
if f11f7iter.DataSource.FileSystemDataSource.FileSystemAccessMode != nil {
f11f7elemf3f0.FileSystemAccessMode = f11f7iter.DataSource.FileSystemDataSource.FileSystemAccessMode
}
if f11f7iter.DataSource.FileSystemDataSource.FileSystemId != nil {
f11f7elemf3f0.FileSystemID = f11f7iter.DataSource.FileSystemDataSource.FileSystemId
}
if f11f7iter.DataSource.FileSystemDataSource.FileSystemType != nil {
f11f7elemf3f0.FileSystemType = f11f7iter.DataSource.FileSystemDataSource.FileSystemType
}
f11f7elemf3.FileSystemDataSource = f11f7elemf3f0
}
if f11f7iter.DataSource.S3DataSource != nil {
f11f7elemf3f1 := &svcapitypes.S3DataSource{}
if f11f7iter.DataSource.S3DataSource.AttributeNames != nil {
f11f7elemf3f1f0 := []*string{}
for _, f11f7elemf3f1f0iter := range f11f7iter.DataSource.S3DataSource.AttributeNames {
var f11f7elemf3f1f0elem string
f11f7elemf3f1f0elem = *f11f7elemf3f1f0iter
f11f7elemf3f1f0 = append(f11f7elemf3f1f0, &f11f7elemf3f1f0elem)
}
f11f7elemf3f1.AttributeNames = f11f7elemf3f1f0
}
if f11f7iter.DataSource.S3DataSource.S3DataDistributionType != nil {
f11f7elemf3f1.S3DataDistributionType = f11f7iter.DataSource.S3DataSource.S3DataDistributionType
}
if f11f7iter.DataSource.S3DataSource.S3DataType != nil {
f11f7elemf3f1.S3DataType = f11f7iter.DataSource.S3DataSource.S3DataType
}
if f11f7iter.DataSource.S3DataSource.S3Uri != nil {
f11f7elemf3f1.S3URI = f11f7iter.DataSource.S3DataSource.S3Uri
}
f11f7elemf3.S3DataSource = f11f7elemf3f1
}
f11f7elem.DataSource = f11f7elemf3
}
if f11f7iter.InputMode != nil {
f11f7elem.InputMode = f11f7iter.InputMode
}
if f11f7iter.RecordWrapperType != nil {
f11f7elem.RecordWrapperType = f11f7iter.RecordWrapperType
}
if f11f7iter.ShuffleConfig != nil {
f11f7elemf6 := &svcapitypes.ShuffleConfig{}
if f11f7iter.ShuffleConfig.Seed != nil {
f11f7elemf6.Seed = f11f7iter.ShuffleConfig.Seed
}
f11f7elem.ShuffleConfig = f11f7elemf6
}
f11f7 = append(f11f7, f11f7elem)
}
f11.InputDataConfig = f11f7
}
if resp.TrainingJobDefinition.OutputDataConfig != nil {
f11f8 := &svcapitypes.OutputDataConfig{}
if resp.TrainingJobDefinition.OutputDataConfig.KmsKeyId != nil {
f11f8.KMSKeyID = resp.TrainingJobDefinition.OutputDataConfig.KmsKeyId
}
if resp.TrainingJobDefinition.OutputDataConfig.S3OutputPath != nil {
f11f8.S3OutputPath = resp.TrainingJobDefinition.OutputDataConfig.S3OutputPath
}
f11.OutputDataConfig = f11f8
}
if resp.TrainingJobDefinition.ResourceConfig != nil {
f11f9 := &svcapitypes.ResourceConfig{}
if resp.TrainingJobDefinition.ResourceConfig.InstanceCount != nil {
f11f9.InstanceCount = resp.TrainingJobDefinition.ResourceConfig.InstanceCount
}
if resp.TrainingJobDefinition.ResourceConfig.InstanceType != nil {
f11f9.InstanceType = resp.TrainingJobDefinition.ResourceConfig.InstanceType
}
if resp.TrainingJobDefinition.ResourceConfig.VolumeKmsKeyId != nil {
f11f9.VolumeKMSKeyID = resp.TrainingJobDefinition.ResourceConfig.VolumeKmsKeyId
}
if resp.TrainingJobDefinition.ResourceConfig.VolumeSizeInGB != nil {
f11f9.VolumeSizeInGB = resp.TrainingJobDefinition.ResourceConfig.VolumeSizeInGB
}
f11.ResourceConfig = f11f9
}
if resp.TrainingJobDefinition.RoleArn != nil {
f11.RoleARN = resp.TrainingJobDefinition.RoleArn
}
if resp.TrainingJobDefinition.StaticHyperParameters != nil {
f11f11 := map[string]*string{}
for f11f11key, f11f11valiter := range resp.TrainingJobDefinition.StaticHyperParameters {
var f11f11val string
f11f11val = *f11f11valiter
f11f11[f11f11key] = &f11f11val
}
f11.StaticHyperParameters = f11f11
}
if resp.TrainingJobDefinition.StoppingCondition != nil {
f11f12 := &svcapitypes.StoppingCondition{}
if resp.TrainingJobDefinition.StoppingCondition.MaxRuntimeInSeconds != nil {
f11f12.MaxRuntimeInSeconds = resp.TrainingJobDefinition.StoppingCondition.MaxRuntimeInSeconds
}
if resp.TrainingJobDefinition.StoppingCondition.MaxWaitTimeInSeconds != nil {
f11f12.MaxWaitTimeInSeconds = resp.TrainingJobDefinition.StoppingCondition.MaxWaitTimeInSeconds
}
f11.StoppingCondition = f11f12
}
if resp.TrainingJobDefinition.TuningObjective != nil {
f11f13 := &svcapitypes.HyperParameterTuningJobObjective{}
if resp.TrainingJobDefinition.TuningObjective.MetricName != nil {
f11f13.MetricName = resp.TrainingJobDefinition.TuningObjective.MetricName
}
if resp.TrainingJobDefinition.TuningObjective.Type != nil {
f11f13.Type = resp.TrainingJobDefinition.TuningObjective.Type
}
f11.TuningObjective = f11f13
}
if resp.TrainingJobDefinition.VpcConfig != nil {
f11f14 := &svcapitypes.VPCConfig{}
if resp.TrainingJobDefinition.VpcConfig.SecurityGroupIds != nil {
f11f14f0 := []*string{}
for _, f11f14f0iter := range resp.TrainingJobDefinition.VpcConfig.SecurityGroupIds {
var f11f14f0elem string
f11f14f0elem = *f11f14f0iter
f11f14f0 = append(f11f14f0, &f11f14f0elem)
}
f11f14.SecurityGroupIDs = f11f14f0
}
if resp.TrainingJobDefinition.VpcConfig.Subnets != nil {
f11f14f1 := []*string{}
for _, f11f14f1iter := range resp.TrainingJobDefinition.VpcConfig.Subnets {
var f11f14f1elem string
f11f14f1elem = *f11f14f1iter
f11f14f1 = append(f11f14f1, &f11f14f1elem)
}
f11f14.Subnets = f11f14f1
}
f11.VPCConfig = f11f14
}
ko.Spec.TrainingJobDefinition = f11
} else {
ko.Spec.TrainingJobDefinition = nil
}
if resp.TrainingJobDefinitions != nil {
f12 := []*svcapitypes.HyperParameterTrainingJobDefinition{}
for _, f12iter := range resp.TrainingJobDefinitions {
f12elem := &svcapitypes.HyperParameterTrainingJobDefinition{}
if f12iter.AlgorithmSpecification != nil {
f12elemf0 := &svcapitypes.HyperParameterAlgorithmSpecification{}
if f12iter.AlgorithmSpecification.AlgorithmName != nil {
f12elemf0.AlgorithmName = f12iter.AlgorithmSpecification.AlgorithmName
}
if f12iter.AlgorithmSpecification.MetricDefinitions != nil {
f12elemf0f1 := []*svcapitypes.MetricDefinition{}
for _, f12elemf0f1iter := range f12iter.AlgorithmSpecification.MetricDefinitions {
f12elemf0f1elem := &svcapitypes.MetricDefinition{}
if f12elemf0f1iter.Name != nil {
f12elemf0f1elem.Name = f12elemf0f1iter.Name
}
if f12elemf0f1iter.Regex != nil {
f12elemf0f1elem.Regex = f12elemf0f1iter.Regex
}
f12elemf0f1 = append(f12elemf0f1, f12elemf0f1elem)
}
f12elemf0.MetricDefinitions = f12elemf0f1
}
if f12iter.AlgorithmSpecification.TrainingImage != nil {
f12elemf0.TrainingImage = f12iter.AlgorithmSpecification.TrainingImage
}
if f12iter.AlgorithmSpecification.TrainingInputMode != nil {
f12elemf0.TrainingInputMode = f12iter.AlgorithmSpecification.TrainingInputMode
}
f12elem.AlgorithmSpecification = f12elemf0
}
if f12iter.CheckpointConfig != nil {
f12elemf1 := &svcapitypes.CheckpointConfig{}
if f12iter.CheckpointConfig.LocalPath != nil {
f12elemf1.LocalPath = f12iter.CheckpointConfig.LocalPath
}
if f12iter.CheckpointConfig.S3Uri != nil {
f12elemf1.S3URI = f12iter.CheckpointConfig.S3Uri
}
f12elem.CheckpointConfig = f12elemf1
}
if f12iter.DefinitionName != nil {
f12elem.DefinitionName = f12iter.DefinitionName
}
if f12iter.EnableInterContainerTrafficEncryption != nil {
f12elem.EnableInterContainerTrafficEncryption = f12iter.EnableInterContainerTrafficEncryption
}
if f12iter.EnableManagedSpotTraining != nil {
f12elem.EnableManagedSpotTraining = f12iter.EnableManagedSpotTraining
}
if f12iter.EnableNetworkIsolation != nil {
f12elem.EnableNetworkIsolation = f12iter.EnableNetworkIsolation
}
if f12iter.HyperParameterRanges != nil {
f12elemf6 := &svcapitypes.ParameterRanges{}
if f12iter.HyperParameterRanges.CategoricalParameterRanges != nil {
f12elemf6f0 := []*svcapitypes.CategoricalParameterRange{}
for _, f12elemf6f0iter := range f12iter.HyperParameterRanges.CategoricalParameterRanges {
f12elemf6f0elem := &svcapitypes.CategoricalParameterRange{}
if f12elemf6f0iter.Name != nil {
f12elemf6f0elem.Name = f12elemf6f0iter.Name
}
if f12elemf6f0iter.Values != nil {
f12elemf6f0elemf1 := []*string{}
for _, f12elemf6f0elemf1iter := range f12elemf6f0iter.Values {
var f12elemf6f0elemf1elem string
f12elemf6f0elemf1elem = *f12elemf6f0elemf1iter
f12elemf6f0elemf1 = append(f12elemf6f0elemf1, &f12elemf6f0elemf1elem)
}
f12elemf6f0elem.Values = f12elemf6f0elemf1
}
f12elemf6f0 = append(f12elemf6f0, f12elemf6f0elem)
}
f12elemf6.CategoricalParameterRanges = f12elemf6f0
}
if f12iter.HyperParameterRanges.ContinuousParameterRanges != nil {
f12elemf6f1 := []*svcapitypes.ContinuousParameterRange{}
for _, f12elemf6f1iter := range f12iter.HyperParameterRanges.ContinuousParameterRanges {
f12elemf6f1elem := &svcapitypes.ContinuousParameterRange{}
if f12elemf6f1iter.MaxValue != nil {
f12elemf6f1elem.MaxValue = f12elemf6f1iter.MaxValue
}
if f12elemf6f1iter.MinValue != nil {
f12elemf6f1elem.MinValue = f12elemf6f1iter.MinValue
}
if f12elemf6f1iter.Name != nil {
f12elemf6f1elem.Name = f12elemf6f1iter.Name
}
if f12elemf6f1iter.ScalingType != nil {
f12elemf6f1elem.ScalingType = f12elemf6f1iter.ScalingType
}
f12elemf6f1 = append(f12elemf6f1, f12elemf6f1elem)
}
f12elemf6.ContinuousParameterRanges = f12elemf6f1
}
if f12iter.HyperParameterRanges.IntegerParameterRanges != nil {
f12elemf6f2 := []*svcapitypes.IntegerParameterRange{}
for _, f12elemf6f2iter := range f12iter.HyperParameterRanges.IntegerParameterRanges {
f12elemf6f2elem := &svcapitypes.IntegerParameterRange{}
if f12elemf6f2iter.MaxValue != nil {
f12elemf6f2elem.MaxValue = f12elemf6f2iter.MaxValue
}
if f12elemf6f2iter.MinValue != nil {
f12elemf6f2elem.MinValue = f12elemf6f2iter.MinValue
}
if f12elemf6f2iter.Name != nil {
f12elemf6f2elem.Name = f12elemf6f2iter.Name
}
if f12elemf6f2iter.ScalingType != nil {
f12elemf6f2elem.ScalingType = f12elemf6f2iter.ScalingType
}
f12elemf6f2 = append(f12elemf6f2, f12elemf6f2elem)
}
f12elemf6.IntegerParameterRanges = f12elemf6f2
}
f12elem.HyperParameterRanges = f12elemf6
}
if f12iter.InputDataConfig != nil {
f12elemf7 := []*svcapitypes.Channel{}
for _, f12elemf7iter := range f12iter.InputDataConfig {
f12elemf7elem := &svcapitypes.Channel{}
if f12elemf7iter.ChannelName != nil {
f12elemf7elem.ChannelName = f12elemf7iter.ChannelName
}
if f12elemf7iter.CompressionType != nil {
f12elemf7elem.CompressionType = f12elemf7iter.CompressionType
}
if f12elemf7iter.ContentType != nil {
f12elemf7elem.ContentType = f12elemf7iter.ContentType
}
if f12elemf7iter.DataSource != nil {
f12elemf7elemf3 := &svcapitypes.DataSource{}
if f12elemf7iter.DataSource.FileSystemDataSource != nil {
f12elemf7elemf3f0 := &svcapitypes.FileSystemDataSource{}
if f12elemf7iter.DataSource.FileSystemDataSource.DirectoryPath != nil {
f12elemf7elemf3f0.DirectoryPath = f12elemf7iter.DataSource.FileSystemDataSource.DirectoryPath
}
if f12elemf7iter.DataSource.FileSystemDataSource.FileSystemAccessMode != nil {
f12elemf7elemf3f0.FileSystemAccessMode = f12elemf7iter.DataSource.FileSystemDataSource.FileSystemAccessMode
}
if f12elemf7iter.DataSource.FileSystemDataSource.FileSystemId != nil {
f12elemf7elemf3f0.FileSystemID = f12elemf7iter.DataSource.FileSystemDataSource.FileSystemId
}
if f12elemf7iter.DataSource.FileSystemDataSource.FileSystemType != nil {
f12elemf7elemf3f0.FileSystemType = f12elemf7iter.DataSource.FileSystemDataSource.FileSystemType
}
f12elemf7elemf3.FileSystemDataSource = f12elemf7elemf3f0
}
if f12elemf7iter.DataSource.S3DataSource != nil {
f12elemf7elemf3f1 := &svcapitypes.S3DataSource{}
if f12elemf7iter.DataSource.S3DataSource.AttributeNames != nil {
f12elemf7elemf3f1f0 := []*string{}
for _, f12elemf7elemf3f1f0iter := range f12elemf7iter.DataSource.S3DataSource.AttributeNames {
var f12elemf7elemf3f1f0elem string
f12elemf7elemf3f1f0elem = *f12elemf7elemf3f1f0iter
f12elemf7elemf3f1f0 = append(f12elemf7elemf3f1f0, &f12elemf7elemf3f1f0elem)
}
f12elemf7elemf3f1.AttributeNames = f12elemf7elemf3f1f0
}
if f12elemf7iter.DataSource.S3DataSource.S3DataDistributionType != nil {
f12elemf7elemf3f1.S3DataDistributionType = f12elemf7iter.DataSource.S3DataSource.S3DataDistributionType
}
if f12elemf7iter.DataSource.S3DataSource.S3DataType != nil {
f12elemf7elemf3f1.S3DataType = f12elemf7iter.DataSource.S3DataSource.S3DataType
}
if f12elemf7iter.DataSource.S3DataSource.S3Uri != nil {
f12elemf7elemf3f1.S3URI = f12elemf7iter.DataSource.S3DataSource.S3Uri
}
f12elemf7elemf3.S3DataSource = f12elemf7elemf3f1
}
f12elemf7elem.DataSource = f12elemf7elemf3
}
if f12elemf7iter.InputMode != nil {
f12elemf7elem.InputMode = f12elemf7iter.InputMode
}
if f12elemf7iter.RecordWrapperType != nil {
f12elemf7elem.RecordWrapperType = f12elemf7iter.RecordWrapperType
}
if f12elemf7iter.ShuffleConfig != nil {
f12elemf7elemf6 := &svcapitypes.ShuffleConfig{}
if f12elemf7iter.ShuffleConfig.Seed != nil {
f12elemf7elemf6.Seed = f12elemf7iter.ShuffleConfig.Seed
}
f12elemf7elem.ShuffleConfig = f12elemf7elemf6
}
f12elemf7 = append(f12elemf7, f12elemf7elem)
}
f12elem.InputDataConfig = f12elemf7
}
if f12iter.OutputDataConfig != nil {
f12elemf8 := &svcapitypes.OutputDataConfig{}
if f12iter.OutputDataConfig.KmsKeyId != nil {
f12elemf8.KMSKeyID = f12iter.OutputDataConfig.KmsKeyId
}
if f12iter.OutputDataConfig.S3OutputPath != nil {
f12elemf8.S3OutputPath = f12iter.OutputDataConfig.S3OutputPath
}
f12elem.OutputDataConfig = f12elemf8
}
if f12iter.ResourceConfig != nil {
f12elemf9 := &svcapitypes.ResourceConfig{}
if f12iter.ResourceConfig.InstanceCount != nil {
f12elemf9.InstanceCount = f12iter.ResourceConfig.InstanceCount
}
if f12iter.ResourceConfig.InstanceType != nil {
f12elemf9.InstanceType = f12iter.ResourceConfig.InstanceType
}
if f12iter.ResourceConfig.VolumeKmsKeyId != nil {
f12elemf9.VolumeKMSKeyID = f12iter.ResourceConfig.VolumeKmsKeyId
}
if f12iter.ResourceConfig.VolumeSizeInGB != nil {
f12elemf9.VolumeSizeInGB = f12iter.ResourceConfig.VolumeSizeInGB
}
f12elem.ResourceConfig = f12elemf9
}
if f12iter.RoleArn != nil {
f12elem.RoleARN = f12iter.RoleArn
}
if f12iter.StaticHyperParameters != nil {
f12elemf11 := map[string]*string{}
for f12elemf11key, f12elemf11valiter := range f12iter.StaticHyperParameters {
var f12elemf11val string
f12elemf11val = *f12elemf11valiter
f12elemf11[f12elemf11key] = &f12elemf11val
}
f12elem.StaticHyperParameters = f12elemf11
}
if f12iter.StoppingCondition != nil {
f12elemf12 := &svcapitypes.StoppingCondition{}
if f12iter.StoppingCondition.MaxRuntimeInSeconds != nil {
f12elemf12.MaxRuntimeInSeconds = f12iter.StoppingCondition.MaxRuntimeInSeconds
}
if f12iter.StoppingCondition.MaxWaitTimeInSeconds != nil {
f12elemf12.MaxWaitTimeInSeconds = f12iter.StoppingCondition.MaxWaitTimeInSeconds
}
f12elem.StoppingCondition = f12elemf12
}
if f12iter.TuningObjective != nil {
f12elemf13 := &svcapitypes.HyperParameterTuningJobObjective{}
if f12iter.TuningObjective.MetricName != nil {
f12elemf13.MetricName = f12iter.TuningObjective.MetricName
}
if f12iter.TuningObjective.Type != nil {
f12elemf13.Type = f12iter.TuningObjective.Type
}
f12elem.TuningObjective = f12elemf13
}
if f12iter.VpcConfig != nil {
f12elemf14 := &svcapitypes.VPCConfig{}
if f12iter.VpcConfig.SecurityGroupIds != nil {
f12elemf14f0 := []*string{}
for _, f12elemf14f0iter := range f12iter.VpcConfig.SecurityGroupIds {
var f12elemf14f0elem string
f12elemf14f0elem = *f12elemf14f0iter
f12elemf14f0 = append(f12elemf14f0, &f12elemf14f0elem)
}
f12elemf14.SecurityGroupIDs = f12elemf14f0
}
if f12iter.VpcConfig.Subnets != nil {
f12elemf14f1 := []*string{}
for _, f12elemf14f1iter := range f12iter.VpcConfig.Subnets {
var f12elemf14f1elem string
f12elemf14f1elem = *f12elemf14f1iter
f12elemf14f1 = append(f12elemf14f1, &f12elemf14f1elem)
}
f12elemf14.Subnets = f12elemf14f1
}
f12elem.VPCConfig = f12elemf14
}
f12 = append(f12, f12elem)
}
ko.Spec.TrainingJobDefinitions = f12
} else {
ko.Spec.TrainingJobDefinitions = nil
}
if resp.WarmStartConfig != nil {
f14 := &svcapitypes.HyperParameterTuningJobWarmStartConfig{}
if resp.WarmStartConfig.ParentHyperParameterTuningJobs != nil {
f14f0 := []*svcapitypes.ParentHyperParameterTuningJob{}
for _, f14f0iter := range resp.WarmStartConfig.ParentHyperParameterTuningJobs {
f14f0elem := &svcapitypes.ParentHyperParameterTuningJob{}
if f14f0iter.HyperParameterTuningJobName != nil {
f14f0elem.HyperParameterTuningJobName = f14f0iter.HyperParameterTuningJobName
}
f14f0 = append(f14f0, f14f0elem)
}
f14.ParentHyperParameterTuningJobs = f14f0
}
if resp.WarmStartConfig.WarmStartType != nil {
f14.WarmStartType = resp.WarmStartConfig.WarmStartType
}
ko.Spec.WarmStartConfig = f14
} else {
ko.Spec.WarmStartConfig = nil
}
rm.setStatusDefaults(ko)
rm.customSetOutput(&resource{ko})
return &resource{ko}, nil
}
// requiredFieldsMissingFromReadOneInput returns true if there are any fields
// for the ReadOne Input shape that are required but not present in the
// resource's Spec or Status
func (rm *resourceManager) requiredFieldsMissingFromReadOneInput(
r *resource,
) bool {
return r.ko.Spec.HyperParameterTuningJobName == nil
}
// newDescribeRequestPayload returns SDK-specific struct for the HTTP request
// payload of the Describe API call for the resource
func (rm *resourceManager) newDescribeRequestPayload(
r *resource,
) (*svcsdk.DescribeHyperParameterTuningJobInput, error) {
res := &svcsdk.DescribeHyperParameterTuningJobInput{}
if r.ko.Spec.HyperParameterTuningJobName != nil {
res.SetHyperParameterTuningJobName(*r.ko.Spec.HyperParameterTuningJobName)
}
return res, nil
}
// sdkCreate creates the supplied resource in the backend AWS service API and
// returns a copy of the resource with resource fields (in both Spec and
// Status) filled in with values from the CREATE API operation's Output shape.
func (rm *resourceManager) sdkCreate(
ctx context.Context,
desired *resource,
) (created *resource, err error) {
rlog := ackrtlog.FromContext(ctx)
exit := rlog.Trace("rm.sdkCreate")
defer func() {
exit(err)
}()
input, err := rm.newCreateRequestPayload(ctx, desired)
if err != nil {
return nil, err
}
var resp *svcsdk.CreateHyperParameterTuningJobOutput
_ = resp
resp, err = rm.sdkapi.CreateHyperParameterTuningJobWithContext(ctx, input)
rm.metrics.RecordAPICall("CREATE", "CreateHyperParameterTuningJob", err)
if err != nil {
return nil, err
}
// Merge in the information we read from the API call above to the copy of
// the original Kubernetes object we passed to the function
ko := desired.ko.DeepCopy()
if ko.Status.ACKResourceMetadata == nil {
ko.Status.ACKResourceMetadata = &ackv1alpha1.ResourceMetadata{}
}
if resp.HyperParameterTuningJobArn != nil {
arn := ackv1alpha1.AWSResourceName(*resp.HyperParameterTuningJobArn)
ko.Status.ACKResourceMetadata.ARN = &arn
}
rm.setStatusDefaults(ko)
return &resource{ko}, nil
}
// newCreateRequestPayload returns an SDK-specific struct for the HTTP request
// payload of the Create API call for the resource
func (rm *resourceManager) newCreateRequestPayload(
ctx context.Context,
r *resource,
) (*svcsdk.CreateHyperParameterTuningJobInput, error) {
res := &svcsdk.CreateHyperParameterTuningJobInput{}
if r.ko.Spec.HyperParameterTuningJobConfig != nil {
f0 := &svcsdk.HyperParameterTuningJobConfig{}
if r.ko.Spec.HyperParameterTuningJobConfig.HyperParameterTuningJobObjective != nil {
f0f0 := &svcsdk.HyperParameterTuningJobObjective{}
if r.ko.Spec.HyperParameterTuningJobConfig.HyperParameterTuningJobObjective.MetricName != nil {
f0f0.SetMetricName(*r.ko.Spec.HyperParameterTuningJobConfig.HyperParameterTuningJobObjective.MetricName)
}
if r.ko.Spec.HyperParameterTuningJobConfig.HyperParameterTuningJobObjective.Type != nil {
f0f0.SetType(*r.ko.Spec.HyperParameterTuningJobConfig.HyperParameterTuningJobObjective.Type)
}
f0.SetHyperParameterTuningJobObjective(f0f0)
}
if r.ko.Spec.HyperParameterTuningJobConfig.ParameterRanges != nil {
f0f1 := &svcsdk.ParameterRanges{}
if r.ko.Spec.HyperParameterTuningJobConfig.ParameterRanges.CategoricalParameterRanges != nil {
f0f1f0 := []*svcsdk.CategoricalParameterRange{}
for _, f0f1f0iter := range r.ko.Spec.HyperParameterTuningJobConfig.ParameterRanges.CategoricalParameterRanges {
f0f1f0elem := &svcsdk.CategoricalParameterRange{}
if f0f1f0iter.Name != nil {
f0f1f0elem.SetName(*f0f1f0iter.Name)
}
if f0f1f0iter.Values != nil {
f0f1f0elemf1 := []*string{}
for _, f0f1f0elemf1iter := range f0f1f0iter.Values {
var f0f1f0elemf1elem string
f0f1f0elemf1elem = *f0f1f0elemf1iter