/
sdk.go
1514 lines (1472 loc) · 49.7 KB
/
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 training_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.TrainingJob{}
_ = 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.DescribeTrainingJobOutput
resp, err = rm.sdkapi.DescribeTrainingJobWithContext(ctx, input)
rm.metrics.RecordAPICall("READ_ONE", "DescribeTrainingJob", err)
if err != nil {
if reqErr, ok := ackerr.AWSRequestFailure(err); ok && reqErr.StatusCode() == 404 {
return nil, ackerr.NotFound
}
if awsErr, ok := ackerr.AWSError(err); ok && awsErr.Code() == "ValidationException" && strings.HasPrefix(awsErr.Message(), "Requested resource not found") {
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.AlgorithmSpecification != nil {
f0 := &svcapitypes.AlgorithmSpecification{}
if resp.AlgorithmSpecification.AlgorithmName != nil {
f0.AlgorithmName = resp.AlgorithmSpecification.AlgorithmName
}
if resp.AlgorithmSpecification.EnableSageMakerMetricsTimeSeries != nil {
f0.EnableSageMakerMetricsTimeSeries = resp.AlgorithmSpecification.EnableSageMakerMetricsTimeSeries
}
if resp.AlgorithmSpecification.MetricDefinitions != nil {
f0f2 := []*svcapitypes.MetricDefinition{}
for _, f0f2iter := range resp.AlgorithmSpecification.MetricDefinitions {
f0f2elem := &svcapitypes.MetricDefinition{}
if f0f2iter.Name != nil {
f0f2elem.Name = f0f2iter.Name
}
if f0f2iter.Regex != nil {
f0f2elem.Regex = f0f2iter.Regex
}
f0f2 = append(f0f2, f0f2elem)
}
f0.MetricDefinitions = f0f2
}
if resp.AlgorithmSpecification.TrainingImage != nil {
f0.TrainingImage = resp.AlgorithmSpecification.TrainingImage
}
if resp.AlgorithmSpecification.TrainingInputMode != nil {
f0.TrainingInputMode = resp.AlgorithmSpecification.TrainingInputMode
}
ko.Spec.AlgorithmSpecification = f0
} else {
ko.Spec.AlgorithmSpecification = nil
}
if resp.CheckpointConfig != nil {
f3 := &svcapitypes.CheckpointConfig{}
if resp.CheckpointConfig.LocalPath != nil {
f3.LocalPath = resp.CheckpointConfig.LocalPath
}
if resp.CheckpointConfig.S3Uri != nil {
f3.S3URI = resp.CheckpointConfig.S3Uri
}
ko.Spec.CheckpointConfig = f3
} else {
ko.Spec.CheckpointConfig = nil
}
if resp.CreationTime != nil {
ko.Status.CreationTime = &metav1.Time{*resp.CreationTime}
} else {
ko.Status.CreationTime = nil
}
if resp.DebugHookConfig != nil {
f5 := &svcapitypes.DebugHookConfig{}
if resp.DebugHookConfig.CollectionConfigurations != nil {
f5f0 := []*svcapitypes.CollectionConfiguration{}
for _, f5f0iter := range resp.DebugHookConfig.CollectionConfigurations {
f5f0elem := &svcapitypes.CollectionConfiguration{}
if f5f0iter.CollectionName != nil {
f5f0elem.CollectionName = f5f0iter.CollectionName
}
if f5f0iter.CollectionParameters != nil {
f5f0elemf1 := map[string]*string{}
for f5f0elemf1key, f5f0elemf1valiter := range f5f0iter.CollectionParameters {
var f5f0elemf1val string
f5f0elemf1val = *f5f0elemf1valiter
f5f0elemf1[f5f0elemf1key] = &f5f0elemf1val
}
f5f0elem.CollectionParameters = f5f0elemf1
}
f5f0 = append(f5f0, f5f0elem)
}
f5.CollectionConfigurations = f5f0
}
if resp.DebugHookConfig.HookParameters != nil {
f5f1 := map[string]*string{}
for f5f1key, f5f1valiter := range resp.DebugHookConfig.HookParameters {
var f5f1val string
f5f1val = *f5f1valiter
f5f1[f5f1key] = &f5f1val
}
f5.HookParameters = f5f1
}
if resp.DebugHookConfig.LocalPath != nil {
f5.LocalPath = resp.DebugHookConfig.LocalPath
}
if resp.DebugHookConfig.S3OutputPath != nil {
f5.S3OutputPath = resp.DebugHookConfig.S3OutputPath
}
ko.Spec.DebugHookConfig = f5
} else {
ko.Spec.DebugHookConfig = nil
}
if resp.DebugRuleConfigurations != nil {
f6 := []*svcapitypes.DebugRuleConfiguration{}
for _, f6iter := range resp.DebugRuleConfigurations {
f6elem := &svcapitypes.DebugRuleConfiguration{}
if f6iter.InstanceType != nil {
f6elem.InstanceType = f6iter.InstanceType
}
if f6iter.LocalPath != nil {
f6elem.LocalPath = f6iter.LocalPath
}
if f6iter.RuleConfigurationName != nil {
f6elem.RuleConfigurationName = f6iter.RuleConfigurationName
}
if f6iter.RuleEvaluatorImage != nil {
f6elem.RuleEvaluatorImage = f6iter.RuleEvaluatorImage
}
if f6iter.RuleParameters != nil {
f6elemf4 := map[string]*string{}
for f6elemf4key, f6elemf4valiter := range f6iter.RuleParameters {
var f6elemf4val string
f6elemf4val = *f6elemf4valiter
f6elemf4[f6elemf4key] = &f6elemf4val
}
f6elem.RuleParameters = f6elemf4
}
if f6iter.S3OutputPath != nil {
f6elem.S3OutputPath = f6iter.S3OutputPath
}
if f6iter.VolumeSizeInGB != nil {
f6elem.VolumeSizeInGB = f6iter.VolumeSizeInGB
}
f6 = append(f6, f6elem)
}
ko.Spec.DebugRuleConfigurations = f6
} else {
ko.Spec.DebugRuleConfigurations = nil
}
if resp.DebugRuleEvaluationStatuses != nil {
f7 := []*svcapitypes.DebugRuleEvaluationStatus{}
for _, f7iter := range resp.DebugRuleEvaluationStatuses {
f7elem := &svcapitypes.DebugRuleEvaluationStatus{}
if f7iter.LastModifiedTime != nil {
f7elem.LastModifiedTime = &metav1.Time{*f7iter.LastModifiedTime}
}
if f7iter.RuleConfigurationName != nil {
f7elem.RuleConfigurationName = f7iter.RuleConfigurationName
}
if f7iter.RuleEvaluationJobArn != nil {
f7elem.RuleEvaluationJobARN = f7iter.RuleEvaluationJobArn
}
if f7iter.RuleEvaluationStatus != nil {
f7elem.RuleEvaluationStatus = f7iter.RuleEvaluationStatus
}
if f7iter.StatusDetails != nil {
f7elem.StatusDetails = f7iter.StatusDetails
}
f7 = append(f7, f7elem)
}
ko.Status.DebugRuleEvaluationStatuses = f7
} else {
ko.Status.DebugRuleEvaluationStatuses = nil
}
if resp.EnableInterContainerTrafficEncryption != nil {
ko.Spec.EnableInterContainerTrafficEncryption = resp.EnableInterContainerTrafficEncryption
} else {
ko.Spec.EnableInterContainerTrafficEncryption = nil
}
if resp.EnableManagedSpotTraining != nil {
ko.Spec.EnableManagedSpotTraining = resp.EnableManagedSpotTraining
} else {
ko.Spec.EnableManagedSpotTraining = nil
}
if resp.EnableNetworkIsolation != nil {
ko.Spec.EnableNetworkIsolation = resp.EnableNetworkIsolation
} else {
ko.Spec.EnableNetworkIsolation = nil
}
if resp.Environment != nil {
f11 := map[string]*string{}
for f11key, f11valiter := range resp.Environment {
var f11val string
f11val = *f11valiter
f11[f11key] = &f11val
}
ko.Spec.Environment = f11
} else {
ko.Spec.Environment = nil
}
if resp.ExperimentConfig != nil {
f12 := &svcapitypes.ExperimentConfig{}
if resp.ExperimentConfig.ExperimentName != nil {
f12.ExperimentName = resp.ExperimentConfig.ExperimentName
}
if resp.ExperimentConfig.TrialComponentDisplayName != nil {
f12.TrialComponentDisplayName = resp.ExperimentConfig.TrialComponentDisplayName
}
if resp.ExperimentConfig.TrialName != nil {
f12.TrialName = resp.ExperimentConfig.TrialName
}
ko.Spec.ExperimentConfig = f12
} else {
ko.Spec.ExperimentConfig = nil
}
if resp.FailureReason != nil {
ko.Status.FailureReason = resp.FailureReason
} else {
ko.Status.FailureReason = nil
}
if resp.HyperParameters != nil {
f15 := map[string]*string{}
for f15key, f15valiter := range resp.HyperParameters {
var f15val string
f15val = *f15valiter
f15[f15key] = &f15val
}
ko.Spec.HyperParameters = f15
} else {
ko.Spec.HyperParameters = nil
}
if resp.InfraCheckConfig != nil {
f16 := &svcapitypes.InfraCheckConfig{}
if resp.InfraCheckConfig.EnableInfraCheck != nil {
f16.EnableInfraCheck = resp.InfraCheckConfig.EnableInfraCheck
}
ko.Spec.InfraCheckConfig = f16
} else {
ko.Spec.InfraCheckConfig = nil
}
if resp.InputDataConfig != nil {
f17 := []*svcapitypes.Channel{}
for _, f17iter := range resp.InputDataConfig {
f17elem := &svcapitypes.Channel{}
if f17iter.ChannelName != nil {
f17elem.ChannelName = f17iter.ChannelName
}
if f17iter.CompressionType != nil {
f17elem.CompressionType = f17iter.CompressionType
}
if f17iter.ContentType != nil {
f17elem.ContentType = f17iter.ContentType
}
if f17iter.DataSource != nil {
f17elemf3 := &svcapitypes.DataSource{}
if f17iter.DataSource.FileSystemDataSource != nil {
f17elemf3f0 := &svcapitypes.FileSystemDataSource{}
if f17iter.DataSource.FileSystemDataSource.DirectoryPath != nil {
f17elemf3f0.DirectoryPath = f17iter.DataSource.FileSystemDataSource.DirectoryPath
}
if f17iter.DataSource.FileSystemDataSource.FileSystemAccessMode != nil {
f17elemf3f0.FileSystemAccessMode = f17iter.DataSource.FileSystemDataSource.FileSystemAccessMode
}
if f17iter.DataSource.FileSystemDataSource.FileSystemId != nil {
f17elemf3f0.FileSystemID = f17iter.DataSource.FileSystemDataSource.FileSystemId
}
if f17iter.DataSource.FileSystemDataSource.FileSystemType != nil {
f17elemf3f0.FileSystemType = f17iter.DataSource.FileSystemDataSource.FileSystemType
}
f17elemf3.FileSystemDataSource = f17elemf3f0
}
if f17iter.DataSource.S3DataSource != nil {
f17elemf3f1 := &svcapitypes.S3DataSource{}
if f17iter.DataSource.S3DataSource.AttributeNames != nil {
f17elemf3f1f0 := []*string{}
for _, f17elemf3f1f0iter := range f17iter.DataSource.S3DataSource.AttributeNames {
var f17elemf3f1f0elem string
f17elemf3f1f0elem = *f17elemf3f1f0iter
f17elemf3f1f0 = append(f17elemf3f1f0, &f17elemf3f1f0elem)
}
f17elemf3f1.AttributeNames = f17elemf3f1f0
}
if f17iter.DataSource.S3DataSource.InstanceGroupNames != nil {
f17elemf3f1f1 := []*string{}
for _, f17elemf3f1f1iter := range f17iter.DataSource.S3DataSource.InstanceGroupNames {
var f17elemf3f1f1elem string
f17elemf3f1f1elem = *f17elemf3f1f1iter
f17elemf3f1f1 = append(f17elemf3f1f1, &f17elemf3f1f1elem)
}
f17elemf3f1.InstanceGroupNames = f17elemf3f1f1
}
if f17iter.DataSource.S3DataSource.S3DataDistributionType != nil {
f17elemf3f1.S3DataDistributionType = f17iter.DataSource.S3DataSource.S3DataDistributionType
}
if f17iter.DataSource.S3DataSource.S3DataType != nil {
f17elemf3f1.S3DataType = f17iter.DataSource.S3DataSource.S3DataType
}
if f17iter.DataSource.S3DataSource.S3Uri != nil {
f17elemf3f1.S3URI = f17iter.DataSource.S3DataSource.S3Uri
}
f17elemf3.S3DataSource = f17elemf3f1
}
f17elem.DataSource = f17elemf3
}
if f17iter.InputMode != nil {
f17elem.InputMode = f17iter.InputMode
}
if f17iter.RecordWrapperType != nil {
f17elem.RecordWrapperType = f17iter.RecordWrapperType
}
if f17iter.ShuffleConfig != nil {
f17elemf6 := &svcapitypes.ShuffleConfig{}
if f17iter.ShuffleConfig.Seed != nil {
f17elemf6.Seed = f17iter.ShuffleConfig.Seed
}
f17elem.ShuffleConfig = f17elemf6
}
f17 = append(f17, f17elem)
}
ko.Spec.InputDataConfig = f17
} else {
ko.Spec.InputDataConfig = nil
}
if resp.LastModifiedTime != nil {
ko.Status.LastModifiedTime = &metav1.Time{*resp.LastModifiedTime}
} else {
ko.Status.LastModifiedTime = nil
}
if resp.ModelArtifacts != nil {
f20 := &svcapitypes.ModelArtifacts{}
if resp.ModelArtifacts.S3ModelArtifacts != nil {
f20.S3ModelArtifacts = resp.ModelArtifacts.S3ModelArtifacts
}
ko.Status.ModelArtifacts = f20
} else {
ko.Status.ModelArtifacts = nil
}
if resp.OutputDataConfig != nil {
f21 := &svcapitypes.OutputDataConfig{}
if resp.OutputDataConfig.CompressionType != nil {
f21.CompressionType = resp.OutputDataConfig.CompressionType
}
if resp.OutputDataConfig.KmsKeyId != nil {
f21.KMSKeyID = resp.OutputDataConfig.KmsKeyId
}
if resp.OutputDataConfig.S3OutputPath != nil {
f21.S3OutputPath = resp.OutputDataConfig.S3OutputPath
}
ko.Spec.OutputDataConfig = f21
} else {
ko.Spec.OutputDataConfig = nil
}
if resp.ProfilerConfig != nil {
f22 := &svcapitypes.ProfilerConfig{}
if resp.ProfilerConfig.ProfilingIntervalInMilliseconds != nil {
f22.ProfilingIntervalInMilliseconds = resp.ProfilerConfig.ProfilingIntervalInMilliseconds
}
if resp.ProfilerConfig.ProfilingParameters != nil {
f22f1 := map[string]*string{}
for f22f1key, f22f1valiter := range resp.ProfilerConfig.ProfilingParameters {
var f22f1val string
f22f1val = *f22f1valiter
f22f1[f22f1key] = &f22f1val
}
f22.ProfilingParameters = f22f1
}
if resp.ProfilerConfig.S3OutputPath != nil {
f22.S3OutputPath = resp.ProfilerConfig.S3OutputPath
}
ko.Spec.ProfilerConfig = f22
} else {
ko.Spec.ProfilerConfig = nil
}
if resp.ProfilerRuleConfigurations != nil {
f23 := []*svcapitypes.ProfilerRuleConfiguration{}
for _, f23iter := range resp.ProfilerRuleConfigurations {
f23elem := &svcapitypes.ProfilerRuleConfiguration{}
if f23iter.InstanceType != nil {
f23elem.InstanceType = f23iter.InstanceType
}
if f23iter.LocalPath != nil {
f23elem.LocalPath = f23iter.LocalPath
}
if f23iter.RuleConfigurationName != nil {
f23elem.RuleConfigurationName = f23iter.RuleConfigurationName
}
if f23iter.RuleEvaluatorImage != nil {
f23elem.RuleEvaluatorImage = f23iter.RuleEvaluatorImage
}
if f23iter.RuleParameters != nil {
f23elemf4 := map[string]*string{}
for f23elemf4key, f23elemf4valiter := range f23iter.RuleParameters {
var f23elemf4val string
f23elemf4val = *f23elemf4valiter
f23elemf4[f23elemf4key] = &f23elemf4val
}
f23elem.RuleParameters = f23elemf4
}
if f23iter.S3OutputPath != nil {
f23elem.S3OutputPath = f23iter.S3OutputPath
}
if f23iter.VolumeSizeInGB != nil {
f23elem.VolumeSizeInGB = f23iter.VolumeSizeInGB
}
f23 = append(f23, f23elem)
}
ko.Spec.ProfilerRuleConfigurations = f23
} else {
ko.Spec.ProfilerRuleConfigurations = nil
}
if resp.ProfilerRuleEvaluationStatuses != nil {
f24 := []*svcapitypes.ProfilerRuleEvaluationStatus{}
for _, f24iter := range resp.ProfilerRuleEvaluationStatuses {
f24elem := &svcapitypes.ProfilerRuleEvaluationStatus{}
if f24iter.LastModifiedTime != nil {
f24elem.LastModifiedTime = &metav1.Time{*f24iter.LastModifiedTime}
}
if f24iter.RuleConfigurationName != nil {
f24elem.RuleConfigurationName = f24iter.RuleConfigurationName
}
if f24iter.RuleEvaluationJobArn != nil {
f24elem.RuleEvaluationJobARN = f24iter.RuleEvaluationJobArn
}
if f24iter.RuleEvaluationStatus != nil {
f24elem.RuleEvaluationStatus = f24iter.RuleEvaluationStatus
}
if f24iter.StatusDetails != nil {
f24elem.StatusDetails = f24iter.StatusDetails
}
f24 = append(f24, f24elem)
}
ko.Status.ProfilerRuleEvaluationStatuses = f24
} else {
ko.Status.ProfilerRuleEvaluationStatuses = nil
}
if resp.ProfilingStatus != nil {
ko.Status.ProfilingStatus = resp.ProfilingStatus
} else {
ko.Status.ProfilingStatus = nil
}
if resp.RemoteDebugConfig != nil {
f26 := &svcapitypes.RemoteDebugConfig{}
if resp.RemoteDebugConfig.EnableRemoteDebug != nil {
f26.EnableRemoteDebug = resp.RemoteDebugConfig.EnableRemoteDebug
}
ko.Spec.RemoteDebugConfig = f26
} else {
ko.Spec.RemoteDebugConfig = nil
}
if resp.ResourceConfig != nil {
f27 := &svcapitypes.ResourceConfig{}
if resp.ResourceConfig.InstanceCount != nil {
f27.InstanceCount = resp.ResourceConfig.InstanceCount
}
if resp.ResourceConfig.InstanceGroups != nil {
f27f1 := []*svcapitypes.InstanceGroup{}
for _, f27f1iter := range resp.ResourceConfig.InstanceGroups {
f27f1elem := &svcapitypes.InstanceGroup{}
if f27f1iter.InstanceCount != nil {
f27f1elem.InstanceCount = f27f1iter.InstanceCount
}
if f27f1iter.InstanceGroupName != nil {
f27f1elem.InstanceGroupName = f27f1iter.InstanceGroupName
}
if f27f1iter.InstanceType != nil {
f27f1elem.InstanceType = f27f1iter.InstanceType
}
f27f1 = append(f27f1, f27f1elem)
}
f27.InstanceGroups = f27f1
}
if resp.ResourceConfig.InstanceType != nil {
f27.InstanceType = resp.ResourceConfig.InstanceType
}
if resp.ResourceConfig.KeepAlivePeriodInSeconds != nil {
f27.KeepAlivePeriodInSeconds = resp.ResourceConfig.KeepAlivePeriodInSeconds
}
if resp.ResourceConfig.VolumeKmsKeyId != nil {
f27.VolumeKMSKeyID = resp.ResourceConfig.VolumeKmsKeyId
}
if resp.ResourceConfig.VolumeSizeInGB != nil {
f27.VolumeSizeInGB = resp.ResourceConfig.VolumeSizeInGB
}
ko.Spec.ResourceConfig = f27
} else {
ko.Spec.ResourceConfig = nil
}
if resp.RetryStrategy != nil {
f28 := &svcapitypes.RetryStrategy{}
if resp.RetryStrategy.MaximumRetryAttempts != nil {
f28.MaximumRetryAttempts = resp.RetryStrategy.MaximumRetryAttempts
}
ko.Spec.RetryStrategy = f28
} else {
ko.Spec.RetryStrategy = nil
}
if resp.RoleArn != nil {
ko.Spec.RoleARN = resp.RoleArn
} else {
ko.Spec.RoleARN = nil
}
if resp.SecondaryStatus != nil {
ko.Status.SecondaryStatus = resp.SecondaryStatus
} else {
ko.Status.SecondaryStatus = nil
}
if resp.StoppingCondition != nil {
f32 := &svcapitypes.StoppingCondition{}
if resp.StoppingCondition.MaxPendingTimeInSeconds != nil {
f32.MaxPendingTimeInSeconds = resp.StoppingCondition.MaxPendingTimeInSeconds
}
if resp.StoppingCondition.MaxRuntimeInSeconds != nil {
f32.MaxRuntimeInSeconds = resp.StoppingCondition.MaxRuntimeInSeconds
}
if resp.StoppingCondition.MaxWaitTimeInSeconds != nil {
f32.MaxWaitTimeInSeconds = resp.StoppingCondition.MaxWaitTimeInSeconds
}
ko.Spec.StoppingCondition = f32
} else {
ko.Spec.StoppingCondition = nil
}
if resp.TensorBoardOutputConfig != nil {
f33 := &svcapitypes.TensorBoardOutputConfig{}
if resp.TensorBoardOutputConfig.LocalPath != nil {
f33.LocalPath = resp.TensorBoardOutputConfig.LocalPath
}
if resp.TensorBoardOutputConfig.S3OutputPath != nil {
f33.S3OutputPath = resp.TensorBoardOutputConfig.S3OutputPath
}
ko.Spec.TensorBoardOutputConfig = f33
} else {
ko.Spec.TensorBoardOutputConfig = nil
}
if ko.Status.ACKResourceMetadata == nil {
ko.Status.ACKResourceMetadata = &ackv1alpha1.ResourceMetadata{}
}
if resp.TrainingJobArn != nil {
arn := ackv1alpha1.AWSResourceName(*resp.TrainingJobArn)
ko.Status.ACKResourceMetadata.ARN = &arn
}
if resp.TrainingJobName != nil {
ko.Spec.TrainingJobName = resp.TrainingJobName
} else {
ko.Spec.TrainingJobName = nil
}
if resp.TrainingJobStatus != nil {
ko.Status.TrainingJobStatus = resp.TrainingJobStatus
} else {
ko.Status.TrainingJobStatus = nil
}
if resp.VpcConfig != nil {
f41 := &svcapitypes.VPCConfig{}
if resp.VpcConfig.SecurityGroupIds != nil {
f41f0 := []*string{}
for _, f41f0iter := range resp.VpcConfig.SecurityGroupIds {
var f41f0elem string
f41f0elem = *f41f0iter
f41f0 = append(f41f0, &f41f0elem)
}
f41.SecurityGroupIDs = f41f0
}
if resp.VpcConfig.Subnets != nil {
f41f1 := []*string{}
for _, f41f1iter := range resp.VpcConfig.Subnets {
var f41f1elem string
f41f1elem = *f41f1iter
f41f1 = append(f41f1, &f41f1elem)
}
f41.Subnets = f41f1
}
ko.Spec.VPCConfig = f41
} else {
ko.Spec.VPCConfig = nil
}
if resp.WarmPoolStatus != nil {
f42 := &svcapitypes.WarmPoolStatus{}
if resp.WarmPoolStatus.ResourceRetainedBillableTimeInSeconds != nil {
f42.ResourceRetainedBillableTimeInSeconds = resp.WarmPoolStatus.ResourceRetainedBillableTimeInSeconds
}
if resp.WarmPoolStatus.ReusedByJob != nil {
f42.ReusedByJob = resp.WarmPoolStatus.ReusedByJob
}
if resp.WarmPoolStatus.Status != nil {
f42.Status = resp.WarmPoolStatus.Status
}
ko.Status.WarmPoolStatus = f42
} else {
ko.Status.WarmPoolStatus = 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.TrainingJobName == 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.DescribeTrainingJobInput, error) {
res := &svcsdk.DescribeTrainingJobInput{}
if r.ko.Spec.TrainingJobName != nil {
res.SetTrainingJobName(*r.ko.Spec.TrainingJobName)
}
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.CreateTrainingJobOutput
_ = resp
resp, err = rm.sdkapi.CreateTrainingJobWithContext(ctx, input)
rm.metrics.RecordAPICall("CREATE", "CreateTrainingJob", 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.TrainingJobArn != nil {
arn := ackv1alpha1.AWSResourceName(*resp.TrainingJobArn)
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.CreateTrainingJobInput, error) {
res := &svcsdk.CreateTrainingJobInput{}
if r.ko.Spec.AlgorithmSpecification != nil {
f0 := &svcsdk.AlgorithmSpecification{}
if r.ko.Spec.AlgorithmSpecification.AlgorithmName != nil {
f0.SetAlgorithmName(*r.ko.Spec.AlgorithmSpecification.AlgorithmName)
}
if r.ko.Spec.AlgorithmSpecification.EnableSageMakerMetricsTimeSeries != nil {
f0.SetEnableSageMakerMetricsTimeSeries(*r.ko.Spec.AlgorithmSpecification.EnableSageMakerMetricsTimeSeries)
}
if r.ko.Spec.AlgorithmSpecification.MetricDefinitions != nil {
f0f2 := []*svcsdk.MetricDefinition{}
for _, f0f2iter := range r.ko.Spec.AlgorithmSpecification.MetricDefinitions {
f0f2elem := &svcsdk.MetricDefinition{}
if f0f2iter.Name != nil {
f0f2elem.SetName(*f0f2iter.Name)
}
if f0f2iter.Regex != nil {
f0f2elem.SetRegex(*f0f2iter.Regex)
}
f0f2 = append(f0f2, f0f2elem)
}
f0.SetMetricDefinitions(f0f2)
}
if r.ko.Spec.AlgorithmSpecification.TrainingImage != nil {
f0.SetTrainingImage(*r.ko.Spec.AlgorithmSpecification.TrainingImage)
}
if r.ko.Spec.AlgorithmSpecification.TrainingInputMode != nil {
f0.SetTrainingInputMode(*r.ko.Spec.AlgorithmSpecification.TrainingInputMode)
}
res.SetAlgorithmSpecification(f0)
}
if r.ko.Spec.CheckpointConfig != nil {
f1 := &svcsdk.CheckpointConfig{}
if r.ko.Spec.CheckpointConfig.LocalPath != nil {
f1.SetLocalPath(*r.ko.Spec.CheckpointConfig.LocalPath)
}
if r.ko.Spec.CheckpointConfig.S3URI != nil {
f1.SetS3Uri(*r.ko.Spec.CheckpointConfig.S3URI)
}
res.SetCheckpointConfig(f1)
}
if r.ko.Spec.DebugHookConfig != nil {
f2 := &svcsdk.DebugHookConfig{}
if r.ko.Spec.DebugHookConfig.CollectionConfigurations != nil {
f2f0 := []*svcsdk.CollectionConfiguration{}
for _, f2f0iter := range r.ko.Spec.DebugHookConfig.CollectionConfigurations {
f2f0elem := &svcsdk.CollectionConfiguration{}
if f2f0iter.CollectionName != nil {
f2f0elem.SetCollectionName(*f2f0iter.CollectionName)
}
if f2f0iter.CollectionParameters != nil {
f2f0elemf1 := map[string]*string{}
for f2f0elemf1key, f2f0elemf1valiter := range f2f0iter.CollectionParameters {
var f2f0elemf1val string
f2f0elemf1val = *f2f0elemf1valiter
f2f0elemf1[f2f0elemf1key] = &f2f0elemf1val
}
f2f0elem.SetCollectionParameters(f2f0elemf1)
}
f2f0 = append(f2f0, f2f0elem)
}
f2.SetCollectionConfigurations(f2f0)
}
if r.ko.Spec.DebugHookConfig.HookParameters != nil {
f2f1 := map[string]*string{}
for f2f1key, f2f1valiter := range r.ko.Spec.DebugHookConfig.HookParameters {
var f2f1val string
f2f1val = *f2f1valiter
f2f1[f2f1key] = &f2f1val
}
f2.SetHookParameters(f2f1)
}
if r.ko.Spec.DebugHookConfig.LocalPath != nil {
f2.SetLocalPath(*r.ko.Spec.DebugHookConfig.LocalPath)
}
if r.ko.Spec.DebugHookConfig.S3OutputPath != nil {
f2.SetS3OutputPath(*r.ko.Spec.DebugHookConfig.S3OutputPath)
}
res.SetDebugHookConfig(f2)
}
if r.ko.Spec.DebugRuleConfigurations != nil {
f3 := []*svcsdk.DebugRuleConfiguration{}
for _, f3iter := range r.ko.Spec.DebugRuleConfigurations {
f3elem := &svcsdk.DebugRuleConfiguration{}
if f3iter.InstanceType != nil {
f3elem.SetInstanceType(*f3iter.InstanceType)
}
if f3iter.LocalPath != nil {
f3elem.SetLocalPath(*f3iter.LocalPath)
}
if f3iter.RuleConfigurationName != nil {
f3elem.SetRuleConfigurationName(*f3iter.RuleConfigurationName)
}
if f3iter.RuleEvaluatorImage != nil {
f3elem.SetRuleEvaluatorImage(*f3iter.RuleEvaluatorImage)
}
if f3iter.RuleParameters != nil {
f3elemf4 := map[string]*string{}
for f3elemf4key, f3elemf4valiter := range f3iter.RuleParameters {
var f3elemf4val string
f3elemf4val = *f3elemf4valiter
f3elemf4[f3elemf4key] = &f3elemf4val
}
f3elem.SetRuleParameters(f3elemf4)
}
if f3iter.S3OutputPath != nil {
f3elem.SetS3OutputPath(*f3iter.S3OutputPath)
}
if f3iter.VolumeSizeInGB != nil {
f3elem.SetVolumeSizeInGB(*f3iter.VolumeSizeInGB)
}
f3 = append(f3, f3elem)
}
res.SetDebugRuleConfigurations(f3)
}
if r.ko.Spec.EnableInterContainerTrafficEncryption != nil {
res.SetEnableInterContainerTrafficEncryption(*r.ko.Spec.EnableInterContainerTrafficEncryption)
}
if r.ko.Spec.EnableManagedSpotTraining != nil {
res.SetEnableManagedSpotTraining(*r.ko.Spec.EnableManagedSpotTraining)
}
if r.ko.Spec.EnableNetworkIsolation != nil {
res.SetEnableNetworkIsolation(*r.ko.Spec.EnableNetworkIsolation)
}
if r.ko.Spec.Environment != nil {
f7 := map[string]*string{}
for f7key, f7valiter := range r.ko.Spec.Environment {
var f7val string
f7val = *f7valiter
f7[f7key] = &f7val
}
res.SetEnvironment(f7)
}
if r.ko.Spec.ExperimentConfig != nil {
f8 := &svcsdk.ExperimentConfig{}
if r.ko.Spec.ExperimentConfig.ExperimentName != nil {
f8.SetExperimentName(*r.ko.Spec.ExperimentConfig.ExperimentName)
}
if r.ko.Spec.ExperimentConfig.TrialComponentDisplayName != nil {
f8.SetTrialComponentDisplayName(*r.ko.Spec.ExperimentConfig.TrialComponentDisplayName)
}
if r.ko.Spec.ExperimentConfig.TrialName != nil {
f8.SetTrialName(*r.ko.Spec.ExperimentConfig.TrialName)
}
res.SetExperimentConfig(f8)
}
if r.ko.Spec.HyperParameters != nil {
f9 := map[string]*string{}
for f9key, f9valiter := range r.ko.Spec.HyperParameters {
var f9val string
f9val = *f9valiter
f9[f9key] = &f9val
}
res.SetHyperParameters(f9)
}
if r.ko.Spec.InfraCheckConfig != nil {
f10 := &svcsdk.InfraCheckConfig{}
if r.ko.Spec.InfraCheckConfig.EnableInfraCheck != nil {
f10.SetEnableInfraCheck(*r.ko.Spec.InfraCheckConfig.EnableInfraCheck)
}
res.SetInfraCheckConfig(f10)
}
if r.ko.Spec.InputDataConfig != nil {
f11 := []*svcsdk.Channel{}
for _, f11iter := range r.ko.Spec.InputDataConfig {
f11elem := &svcsdk.Channel{}
if f11iter.ChannelName != nil {
f11elem.SetChannelName(*f11iter.ChannelName)
}
if f11iter.CompressionType != nil {
f11elem.SetCompressionType(*f11iter.CompressionType)
}
if f11iter.ContentType != nil {
f11elem.SetContentType(*f11iter.ContentType)
}
if f11iter.DataSource != nil {
f11elemf3 := &svcsdk.DataSource{}
if f11iter.DataSource.FileSystemDataSource != nil {
f11elemf3f0 := &svcsdk.FileSystemDataSource{}
if f11iter.DataSource.FileSystemDataSource.DirectoryPath != nil {
f11elemf3f0.SetDirectoryPath(*f11iter.DataSource.FileSystemDataSource.DirectoryPath)
}
if f11iter.DataSource.FileSystemDataSource.FileSystemAccessMode != nil {
f11elemf3f0.SetFileSystemAccessMode(*f11iter.DataSource.FileSystemDataSource.FileSystemAccessMode)
}
if f11iter.DataSource.FileSystemDataSource.FileSystemID != nil {
f11elemf3f0.SetFileSystemId(*f11iter.DataSource.FileSystemDataSource.FileSystemID)
}
if f11iter.DataSource.FileSystemDataSource.FileSystemType != nil {
f11elemf3f0.SetFileSystemType(*f11iter.DataSource.FileSystemDataSource.FileSystemType)
}
f11elemf3.SetFileSystemDataSource(f11elemf3f0)
}
if f11iter.DataSource.S3DataSource != nil {
f11elemf3f1 := &svcsdk.S3DataSource{}
if f11iter.DataSource.S3DataSource.AttributeNames != nil {
f11elemf3f1f0 := []*string{}
for _, f11elemf3f1f0iter := range f11iter.DataSource.S3DataSource.AttributeNames {
var f11elemf3f1f0elem string
f11elemf3f1f0elem = *f11elemf3f1f0iter
f11elemf3f1f0 = append(f11elemf3f1f0, &f11elemf3f1f0elem)
}
f11elemf3f1.SetAttributeNames(f11elemf3f1f0)
}
if f11iter.DataSource.S3DataSource.InstanceGroupNames != nil {
f11elemf3f1f1 := []*string{}
for _, f11elemf3f1f1iter := range f11iter.DataSource.S3DataSource.InstanceGroupNames {
var f11elemf3f1f1elem string
f11elemf3f1f1elem = *f11elemf3f1f1iter
f11elemf3f1f1 = append(f11elemf3f1f1, &f11elemf3f1f1elem)
}
f11elemf3f1.SetInstanceGroupNames(f11elemf3f1f1)
}
if f11iter.DataSource.S3DataSource.S3DataDistributionType != nil {
f11elemf3f1.SetS3DataDistributionType(*f11iter.DataSource.S3DataSource.S3DataDistributionType)
}
if f11iter.DataSource.S3DataSource.S3DataType != nil {
f11elemf3f1.SetS3DataType(*f11iter.DataSource.S3DataSource.S3DataType)
}
if f11iter.DataSource.S3DataSource.S3URI != nil {
f11elemf3f1.SetS3Uri(*f11iter.DataSource.S3DataSource.S3URI)
}
f11elemf3.SetS3DataSource(f11elemf3f1)
}
f11elem.SetDataSource(f11elemf3)
}
if f11iter.InputMode != nil {
f11elem.SetInputMode(*f11iter.InputMode)
}
if f11iter.RecordWrapperType != nil {
f11elem.SetRecordWrapperType(*f11iter.RecordWrapperType)
}
if f11iter.ShuffleConfig != nil {
f11elemf6 := &svcsdk.ShuffleConfig{}
if f11iter.ShuffleConfig.Seed != nil {
f11elemf6.SetSeed(*f11iter.ShuffleConfig.Seed)
}
f11elem.SetShuffleConfig(f11elemf6)
}
f11 = append(f11, f11elem)
}
res.SetInputDataConfig(f11)
}
if r.ko.Spec.OutputDataConfig != nil {
f12 := &svcsdk.OutputDataConfig{}
if r.ko.Spec.OutputDataConfig.CompressionType != nil {
f12.SetCompressionType(*r.ko.Spec.OutputDataConfig.CompressionType)
}
if r.ko.Spec.OutputDataConfig.KMSKeyID != nil {
f12.SetKmsKeyId(*r.ko.Spec.OutputDataConfig.KMSKeyID)
}
if r.ko.Spec.OutputDataConfig.S3OutputPath != nil {
f12.SetS3OutputPath(*r.ko.Spec.OutputDataConfig.S3OutputPath)
}
res.SetOutputDataConfig(f12)
}
if r.ko.Spec.ProfilerConfig != nil {
f13 := &svcsdk.ProfilerConfig{}
if r.ko.Spec.ProfilerConfig.ProfilingIntervalInMilliseconds != nil {
f13.SetProfilingIntervalInMilliseconds(*r.ko.Spec.ProfilerConfig.ProfilingIntervalInMilliseconds)
}
if r.ko.Spec.ProfilerConfig.ProfilingParameters != nil {
f13f1 := map[string]*string{}
for f13f1key, f13f1valiter := range r.ko.Spec.ProfilerConfig.ProfilingParameters {