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delta.go
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delta.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 (
"bytes"
"reflect"
ackcompare "github.com/aws-controllers-k8s/runtime/pkg/compare"
acktags "github.com/aws-controllers-k8s/runtime/pkg/tags"
)
// Hack to avoid import errors during build...
var (
_ = &bytes.Buffer{}
_ = &reflect.Method{}
_ = &acktags.Tags{}
)
// newResourceDelta returns a new `ackcompare.Delta` used to compare two
// resources
func newResourceDelta(
a *resource,
b *resource,
) *ackcompare.Delta {
delta := ackcompare.NewDelta()
if (a == nil && b != nil) ||
(a != nil && b == nil) {
delta.Add("", a, b)
return delta
}
customSetDefaults(a, b)
if ackcompare.HasNilDifference(a.ko.Spec.Autotune, b.ko.Spec.Autotune) {
delta.Add("Spec.Autotune", a.ko.Spec.Autotune, b.ko.Spec.Autotune)
} else if a.ko.Spec.Autotune != nil && b.ko.Spec.Autotune != nil {
if ackcompare.HasNilDifference(a.ko.Spec.Autotune.Mode, b.ko.Spec.Autotune.Mode) {
delta.Add("Spec.Autotune.Mode", a.ko.Spec.Autotune.Mode, b.ko.Spec.Autotune.Mode)
} else if a.ko.Spec.Autotune.Mode != nil && b.ko.Spec.Autotune.Mode != nil {
if *a.ko.Spec.Autotune.Mode != *b.ko.Spec.Autotune.Mode {
delta.Add("Spec.Autotune.Mode", a.ko.Spec.Autotune.Mode, b.ko.Spec.Autotune.Mode)
}
}
}
if ackcompare.HasNilDifference(a.ko.Spec.HyperParameterTuningJobConfig, b.ko.Spec.HyperParameterTuningJobConfig) {
delta.Add("Spec.HyperParameterTuningJobConfig", a.ko.Spec.HyperParameterTuningJobConfig, b.ko.Spec.HyperParameterTuningJobConfig)
} else if a.ko.Spec.HyperParameterTuningJobConfig != nil && b.ko.Spec.HyperParameterTuningJobConfig != nil {
if ackcompare.HasNilDifference(a.ko.Spec.HyperParameterTuningJobConfig.HyperParameterTuningJobObjective, b.ko.Spec.HyperParameterTuningJobConfig.HyperParameterTuningJobObjective) {
delta.Add("Spec.HyperParameterTuningJobConfig.HyperParameterTuningJobObjective", a.ko.Spec.HyperParameterTuningJobConfig.HyperParameterTuningJobObjective, b.ko.Spec.HyperParameterTuningJobConfig.HyperParameterTuningJobObjective)
} else if a.ko.Spec.HyperParameterTuningJobConfig.HyperParameterTuningJobObjective != nil && b.ko.Spec.HyperParameterTuningJobConfig.HyperParameterTuningJobObjective != nil {
if ackcompare.HasNilDifference(a.ko.Spec.HyperParameterTuningJobConfig.HyperParameterTuningJobObjective.MetricName, b.ko.Spec.HyperParameterTuningJobConfig.HyperParameterTuningJobObjective.MetricName) {
delta.Add("Spec.HyperParameterTuningJobConfig.HyperParameterTuningJobObjective.MetricName", a.ko.Spec.HyperParameterTuningJobConfig.HyperParameterTuningJobObjective.MetricName, b.ko.Spec.HyperParameterTuningJobConfig.HyperParameterTuningJobObjective.MetricName)
} else if a.ko.Spec.HyperParameterTuningJobConfig.HyperParameterTuningJobObjective.MetricName != nil && b.ko.Spec.HyperParameterTuningJobConfig.HyperParameterTuningJobObjective.MetricName != nil {
if *a.ko.Spec.HyperParameterTuningJobConfig.HyperParameterTuningJobObjective.MetricName != *b.ko.Spec.HyperParameterTuningJobConfig.HyperParameterTuningJobObjective.MetricName {
delta.Add("Spec.HyperParameterTuningJobConfig.HyperParameterTuningJobObjective.MetricName", a.ko.Spec.HyperParameterTuningJobConfig.HyperParameterTuningJobObjective.MetricName, b.ko.Spec.HyperParameterTuningJobConfig.HyperParameterTuningJobObjective.MetricName)
}
}
if ackcompare.HasNilDifference(a.ko.Spec.HyperParameterTuningJobConfig.HyperParameterTuningJobObjective.Type, b.ko.Spec.HyperParameterTuningJobConfig.HyperParameterTuningJobObjective.Type) {
delta.Add("Spec.HyperParameterTuningJobConfig.HyperParameterTuningJobObjective.Type", a.ko.Spec.HyperParameterTuningJobConfig.HyperParameterTuningJobObjective.Type, b.ko.Spec.HyperParameterTuningJobConfig.HyperParameterTuningJobObjective.Type)
} else if a.ko.Spec.HyperParameterTuningJobConfig.HyperParameterTuningJobObjective.Type != nil && b.ko.Spec.HyperParameterTuningJobConfig.HyperParameterTuningJobObjective.Type != nil {
if *a.ko.Spec.HyperParameterTuningJobConfig.HyperParameterTuningJobObjective.Type != *b.ko.Spec.HyperParameterTuningJobConfig.HyperParameterTuningJobObjective.Type {
delta.Add("Spec.HyperParameterTuningJobConfig.HyperParameterTuningJobObjective.Type", a.ko.Spec.HyperParameterTuningJobConfig.HyperParameterTuningJobObjective.Type, b.ko.Spec.HyperParameterTuningJobConfig.HyperParameterTuningJobObjective.Type)
}
}
}
if ackcompare.HasNilDifference(a.ko.Spec.HyperParameterTuningJobConfig.ParameterRanges, b.ko.Spec.HyperParameterTuningJobConfig.ParameterRanges) {
delta.Add("Spec.HyperParameterTuningJobConfig.ParameterRanges", a.ko.Spec.HyperParameterTuningJobConfig.ParameterRanges, b.ko.Spec.HyperParameterTuningJobConfig.ParameterRanges)
} else if a.ko.Spec.HyperParameterTuningJobConfig.ParameterRanges != nil && b.ko.Spec.HyperParameterTuningJobConfig.ParameterRanges != nil {
if len(a.ko.Spec.HyperParameterTuningJobConfig.ParameterRanges.AutoParameters) != len(b.ko.Spec.HyperParameterTuningJobConfig.ParameterRanges.AutoParameters) {
delta.Add("Spec.HyperParameterTuningJobConfig.ParameterRanges.AutoParameters", a.ko.Spec.HyperParameterTuningJobConfig.ParameterRanges.AutoParameters, b.ko.Spec.HyperParameterTuningJobConfig.ParameterRanges.AutoParameters)
} else if len(a.ko.Spec.HyperParameterTuningJobConfig.ParameterRanges.AutoParameters) > 0 {
if !reflect.DeepEqual(a.ko.Spec.HyperParameterTuningJobConfig.ParameterRanges.AutoParameters, b.ko.Spec.HyperParameterTuningJobConfig.ParameterRanges.AutoParameters) {
delta.Add("Spec.HyperParameterTuningJobConfig.ParameterRanges.AutoParameters", a.ko.Spec.HyperParameterTuningJobConfig.ParameterRanges.AutoParameters, b.ko.Spec.HyperParameterTuningJobConfig.ParameterRanges.AutoParameters)
}
}
if len(a.ko.Spec.HyperParameterTuningJobConfig.ParameterRanges.CategoricalParameterRanges) != len(b.ko.Spec.HyperParameterTuningJobConfig.ParameterRanges.CategoricalParameterRanges) {
delta.Add("Spec.HyperParameterTuningJobConfig.ParameterRanges.CategoricalParameterRanges", a.ko.Spec.HyperParameterTuningJobConfig.ParameterRanges.CategoricalParameterRanges, b.ko.Spec.HyperParameterTuningJobConfig.ParameterRanges.CategoricalParameterRanges)
} else if len(a.ko.Spec.HyperParameterTuningJobConfig.ParameterRanges.CategoricalParameterRanges) > 0 {
if !reflect.DeepEqual(a.ko.Spec.HyperParameterTuningJobConfig.ParameterRanges.CategoricalParameterRanges, b.ko.Spec.HyperParameterTuningJobConfig.ParameterRanges.CategoricalParameterRanges) {
delta.Add("Spec.HyperParameterTuningJobConfig.ParameterRanges.CategoricalParameterRanges", a.ko.Spec.HyperParameterTuningJobConfig.ParameterRanges.CategoricalParameterRanges, b.ko.Spec.HyperParameterTuningJobConfig.ParameterRanges.CategoricalParameterRanges)
}
}
if len(a.ko.Spec.HyperParameterTuningJobConfig.ParameterRanges.ContinuousParameterRanges) != len(b.ko.Spec.HyperParameterTuningJobConfig.ParameterRanges.ContinuousParameterRanges) {
delta.Add("Spec.HyperParameterTuningJobConfig.ParameterRanges.ContinuousParameterRanges", a.ko.Spec.HyperParameterTuningJobConfig.ParameterRanges.ContinuousParameterRanges, b.ko.Spec.HyperParameterTuningJobConfig.ParameterRanges.ContinuousParameterRanges)
} else if len(a.ko.Spec.HyperParameterTuningJobConfig.ParameterRanges.ContinuousParameterRanges) > 0 {
if !reflect.DeepEqual(a.ko.Spec.HyperParameterTuningJobConfig.ParameterRanges.ContinuousParameterRanges, b.ko.Spec.HyperParameterTuningJobConfig.ParameterRanges.ContinuousParameterRanges) {
delta.Add("Spec.HyperParameterTuningJobConfig.ParameterRanges.ContinuousParameterRanges", a.ko.Spec.HyperParameterTuningJobConfig.ParameterRanges.ContinuousParameterRanges, b.ko.Spec.HyperParameterTuningJobConfig.ParameterRanges.ContinuousParameterRanges)
}
}
if len(a.ko.Spec.HyperParameterTuningJobConfig.ParameterRanges.IntegerParameterRanges) != len(b.ko.Spec.HyperParameterTuningJobConfig.ParameterRanges.IntegerParameterRanges) {
delta.Add("Spec.HyperParameterTuningJobConfig.ParameterRanges.IntegerParameterRanges", a.ko.Spec.HyperParameterTuningJobConfig.ParameterRanges.IntegerParameterRanges, b.ko.Spec.HyperParameterTuningJobConfig.ParameterRanges.IntegerParameterRanges)
} else if len(a.ko.Spec.HyperParameterTuningJobConfig.ParameterRanges.IntegerParameterRanges) > 0 {
if !reflect.DeepEqual(a.ko.Spec.HyperParameterTuningJobConfig.ParameterRanges.IntegerParameterRanges, b.ko.Spec.HyperParameterTuningJobConfig.ParameterRanges.IntegerParameterRanges) {
delta.Add("Spec.HyperParameterTuningJobConfig.ParameterRanges.IntegerParameterRanges", a.ko.Spec.HyperParameterTuningJobConfig.ParameterRanges.IntegerParameterRanges, b.ko.Spec.HyperParameterTuningJobConfig.ParameterRanges.IntegerParameterRanges)
}
}
}
if ackcompare.HasNilDifference(a.ko.Spec.HyperParameterTuningJobConfig.ResourceLimits, b.ko.Spec.HyperParameterTuningJobConfig.ResourceLimits) {
delta.Add("Spec.HyperParameterTuningJobConfig.ResourceLimits", a.ko.Spec.HyperParameterTuningJobConfig.ResourceLimits, b.ko.Spec.HyperParameterTuningJobConfig.ResourceLimits)
} else if a.ko.Spec.HyperParameterTuningJobConfig.ResourceLimits != nil && b.ko.Spec.HyperParameterTuningJobConfig.ResourceLimits != nil {
if ackcompare.HasNilDifference(a.ko.Spec.HyperParameterTuningJobConfig.ResourceLimits.MaxNumberOfTrainingJobs, b.ko.Spec.HyperParameterTuningJobConfig.ResourceLimits.MaxNumberOfTrainingJobs) {
delta.Add("Spec.HyperParameterTuningJobConfig.ResourceLimits.MaxNumberOfTrainingJobs", a.ko.Spec.HyperParameterTuningJobConfig.ResourceLimits.MaxNumberOfTrainingJobs, b.ko.Spec.HyperParameterTuningJobConfig.ResourceLimits.MaxNumberOfTrainingJobs)
} else if a.ko.Spec.HyperParameterTuningJobConfig.ResourceLimits.MaxNumberOfTrainingJobs != nil && b.ko.Spec.HyperParameterTuningJobConfig.ResourceLimits.MaxNumberOfTrainingJobs != nil {
if *a.ko.Spec.HyperParameterTuningJobConfig.ResourceLimits.MaxNumberOfTrainingJobs != *b.ko.Spec.HyperParameterTuningJobConfig.ResourceLimits.MaxNumberOfTrainingJobs {
delta.Add("Spec.HyperParameterTuningJobConfig.ResourceLimits.MaxNumberOfTrainingJobs", a.ko.Spec.HyperParameterTuningJobConfig.ResourceLimits.MaxNumberOfTrainingJobs, b.ko.Spec.HyperParameterTuningJobConfig.ResourceLimits.MaxNumberOfTrainingJobs)
}
}
if ackcompare.HasNilDifference(a.ko.Spec.HyperParameterTuningJobConfig.ResourceLimits.MaxParallelTrainingJobs, b.ko.Spec.HyperParameterTuningJobConfig.ResourceLimits.MaxParallelTrainingJobs) {
delta.Add("Spec.HyperParameterTuningJobConfig.ResourceLimits.MaxParallelTrainingJobs", a.ko.Spec.HyperParameterTuningJobConfig.ResourceLimits.MaxParallelTrainingJobs, b.ko.Spec.HyperParameterTuningJobConfig.ResourceLimits.MaxParallelTrainingJobs)
} else if a.ko.Spec.HyperParameterTuningJobConfig.ResourceLimits.MaxParallelTrainingJobs != nil && b.ko.Spec.HyperParameterTuningJobConfig.ResourceLimits.MaxParallelTrainingJobs != nil {
if *a.ko.Spec.HyperParameterTuningJobConfig.ResourceLimits.MaxParallelTrainingJobs != *b.ko.Spec.HyperParameterTuningJobConfig.ResourceLimits.MaxParallelTrainingJobs {
delta.Add("Spec.HyperParameterTuningJobConfig.ResourceLimits.MaxParallelTrainingJobs", a.ko.Spec.HyperParameterTuningJobConfig.ResourceLimits.MaxParallelTrainingJobs, b.ko.Spec.HyperParameterTuningJobConfig.ResourceLimits.MaxParallelTrainingJobs)
}
}
}
if ackcompare.HasNilDifference(a.ko.Spec.HyperParameterTuningJobConfig.Strategy, b.ko.Spec.HyperParameterTuningJobConfig.Strategy) {
delta.Add("Spec.HyperParameterTuningJobConfig.Strategy", a.ko.Spec.HyperParameterTuningJobConfig.Strategy, b.ko.Spec.HyperParameterTuningJobConfig.Strategy)
} else if a.ko.Spec.HyperParameterTuningJobConfig.Strategy != nil && b.ko.Spec.HyperParameterTuningJobConfig.Strategy != nil {
if *a.ko.Spec.HyperParameterTuningJobConfig.Strategy != *b.ko.Spec.HyperParameterTuningJobConfig.Strategy {
delta.Add("Spec.HyperParameterTuningJobConfig.Strategy", a.ko.Spec.HyperParameterTuningJobConfig.Strategy, b.ko.Spec.HyperParameterTuningJobConfig.Strategy)
}
}
if ackcompare.HasNilDifference(a.ko.Spec.HyperParameterTuningJobConfig.TrainingJobEarlyStoppingType, b.ko.Spec.HyperParameterTuningJobConfig.TrainingJobEarlyStoppingType) {
delta.Add("Spec.HyperParameterTuningJobConfig.TrainingJobEarlyStoppingType", a.ko.Spec.HyperParameterTuningJobConfig.TrainingJobEarlyStoppingType, b.ko.Spec.HyperParameterTuningJobConfig.TrainingJobEarlyStoppingType)
} else if a.ko.Spec.HyperParameterTuningJobConfig.TrainingJobEarlyStoppingType != nil && b.ko.Spec.HyperParameterTuningJobConfig.TrainingJobEarlyStoppingType != nil {
if *a.ko.Spec.HyperParameterTuningJobConfig.TrainingJobEarlyStoppingType != *b.ko.Spec.HyperParameterTuningJobConfig.TrainingJobEarlyStoppingType {
delta.Add("Spec.HyperParameterTuningJobConfig.TrainingJobEarlyStoppingType", a.ko.Spec.HyperParameterTuningJobConfig.TrainingJobEarlyStoppingType, b.ko.Spec.HyperParameterTuningJobConfig.TrainingJobEarlyStoppingType)
}
}
if ackcompare.HasNilDifference(a.ko.Spec.HyperParameterTuningJobConfig.TuningJobCompletionCriteria, b.ko.Spec.HyperParameterTuningJobConfig.TuningJobCompletionCriteria) {
delta.Add("Spec.HyperParameterTuningJobConfig.TuningJobCompletionCriteria", a.ko.Spec.HyperParameterTuningJobConfig.TuningJobCompletionCriteria, b.ko.Spec.HyperParameterTuningJobConfig.TuningJobCompletionCriteria)
} else if a.ko.Spec.HyperParameterTuningJobConfig.TuningJobCompletionCriteria != nil && b.ko.Spec.HyperParameterTuningJobConfig.TuningJobCompletionCriteria != nil {
if ackcompare.HasNilDifference(a.ko.Spec.HyperParameterTuningJobConfig.TuningJobCompletionCriteria.TargetObjectiveMetricValue, b.ko.Spec.HyperParameterTuningJobConfig.TuningJobCompletionCriteria.TargetObjectiveMetricValue) {
delta.Add("Spec.HyperParameterTuningJobConfig.TuningJobCompletionCriteria.TargetObjectiveMetricValue", a.ko.Spec.HyperParameterTuningJobConfig.TuningJobCompletionCriteria.TargetObjectiveMetricValue, b.ko.Spec.HyperParameterTuningJobConfig.TuningJobCompletionCriteria.TargetObjectiveMetricValue)
} else if a.ko.Spec.HyperParameterTuningJobConfig.TuningJobCompletionCriteria.TargetObjectiveMetricValue != nil && b.ko.Spec.HyperParameterTuningJobConfig.TuningJobCompletionCriteria.TargetObjectiveMetricValue != nil {
if *a.ko.Spec.HyperParameterTuningJobConfig.TuningJobCompletionCriteria.TargetObjectiveMetricValue != *b.ko.Spec.HyperParameterTuningJobConfig.TuningJobCompletionCriteria.TargetObjectiveMetricValue {
delta.Add("Spec.HyperParameterTuningJobConfig.TuningJobCompletionCriteria.TargetObjectiveMetricValue", a.ko.Spec.HyperParameterTuningJobConfig.TuningJobCompletionCriteria.TargetObjectiveMetricValue, b.ko.Spec.HyperParameterTuningJobConfig.TuningJobCompletionCriteria.TargetObjectiveMetricValue)
}
}
}
}
if ackcompare.HasNilDifference(a.ko.Spec.HyperParameterTuningJobName, b.ko.Spec.HyperParameterTuningJobName) {
delta.Add("Spec.HyperParameterTuningJobName", a.ko.Spec.HyperParameterTuningJobName, b.ko.Spec.HyperParameterTuningJobName)
} else if a.ko.Spec.HyperParameterTuningJobName != nil && b.ko.Spec.HyperParameterTuningJobName != nil {
if *a.ko.Spec.HyperParameterTuningJobName != *b.ko.Spec.HyperParameterTuningJobName {
delta.Add("Spec.HyperParameterTuningJobName", a.ko.Spec.HyperParameterTuningJobName, b.ko.Spec.HyperParameterTuningJobName)
}
}
if ackcompare.HasNilDifference(a.ko.Spec.TrainingJobDefinition, b.ko.Spec.TrainingJobDefinition) {
delta.Add("Spec.TrainingJobDefinition", a.ko.Spec.TrainingJobDefinition, b.ko.Spec.TrainingJobDefinition)
} else if a.ko.Spec.TrainingJobDefinition != nil && b.ko.Spec.TrainingJobDefinition != nil {
if ackcompare.HasNilDifference(a.ko.Spec.TrainingJobDefinition.AlgorithmSpecification, b.ko.Spec.TrainingJobDefinition.AlgorithmSpecification) {
delta.Add("Spec.TrainingJobDefinition.AlgorithmSpecification", a.ko.Spec.TrainingJobDefinition.AlgorithmSpecification, b.ko.Spec.TrainingJobDefinition.AlgorithmSpecification)
} else if a.ko.Spec.TrainingJobDefinition.AlgorithmSpecification != nil && b.ko.Spec.TrainingJobDefinition.AlgorithmSpecification != nil {
if ackcompare.HasNilDifference(a.ko.Spec.TrainingJobDefinition.AlgorithmSpecification.AlgorithmName, b.ko.Spec.TrainingJobDefinition.AlgorithmSpecification.AlgorithmName) {
delta.Add("Spec.TrainingJobDefinition.AlgorithmSpecification.AlgorithmName", a.ko.Spec.TrainingJobDefinition.AlgorithmSpecification.AlgorithmName, b.ko.Spec.TrainingJobDefinition.AlgorithmSpecification.AlgorithmName)
} else if a.ko.Spec.TrainingJobDefinition.AlgorithmSpecification.AlgorithmName != nil && b.ko.Spec.TrainingJobDefinition.AlgorithmSpecification.AlgorithmName != nil {
if *a.ko.Spec.TrainingJobDefinition.AlgorithmSpecification.AlgorithmName != *b.ko.Spec.TrainingJobDefinition.AlgorithmSpecification.AlgorithmName {
delta.Add("Spec.TrainingJobDefinition.AlgorithmSpecification.AlgorithmName", a.ko.Spec.TrainingJobDefinition.AlgorithmSpecification.AlgorithmName, b.ko.Spec.TrainingJobDefinition.AlgorithmSpecification.AlgorithmName)
}
}
if len(a.ko.Spec.TrainingJobDefinition.AlgorithmSpecification.MetricDefinitions) != len(b.ko.Spec.TrainingJobDefinition.AlgorithmSpecification.MetricDefinitions) {
delta.Add("Spec.TrainingJobDefinition.AlgorithmSpecification.MetricDefinitions", a.ko.Spec.TrainingJobDefinition.AlgorithmSpecification.MetricDefinitions, b.ko.Spec.TrainingJobDefinition.AlgorithmSpecification.MetricDefinitions)
} else if len(a.ko.Spec.TrainingJobDefinition.AlgorithmSpecification.MetricDefinitions) > 0 {
if !reflect.DeepEqual(a.ko.Spec.TrainingJobDefinition.AlgorithmSpecification.MetricDefinitions, b.ko.Spec.TrainingJobDefinition.AlgorithmSpecification.MetricDefinitions) {
delta.Add("Spec.TrainingJobDefinition.AlgorithmSpecification.MetricDefinitions", a.ko.Spec.TrainingJobDefinition.AlgorithmSpecification.MetricDefinitions, b.ko.Spec.TrainingJobDefinition.AlgorithmSpecification.MetricDefinitions)
}
}
if ackcompare.HasNilDifference(a.ko.Spec.TrainingJobDefinition.AlgorithmSpecification.TrainingImage, b.ko.Spec.TrainingJobDefinition.AlgorithmSpecification.TrainingImage) {
delta.Add("Spec.TrainingJobDefinition.AlgorithmSpecification.TrainingImage", a.ko.Spec.TrainingJobDefinition.AlgorithmSpecification.TrainingImage, b.ko.Spec.TrainingJobDefinition.AlgorithmSpecification.TrainingImage)
} else if a.ko.Spec.TrainingJobDefinition.AlgorithmSpecification.TrainingImage != nil && b.ko.Spec.TrainingJobDefinition.AlgorithmSpecification.TrainingImage != nil {
if *a.ko.Spec.TrainingJobDefinition.AlgorithmSpecification.TrainingImage != *b.ko.Spec.TrainingJobDefinition.AlgorithmSpecification.TrainingImage {
delta.Add("Spec.TrainingJobDefinition.AlgorithmSpecification.TrainingImage", a.ko.Spec.TrainingJobDefinition.AlgorithmSpecification.TrainingImage, b.ko.Spec.TrainingJobDefinition.AlgorithmSpecification.TrainingImage)
}
}
if ackcompare.HasNilDifference(a.ko.Spec.TrainingJobDefinition.AlgorithmSpecification.TrainingInputMode, b.ko.Spec.TrainingJobDefinition.AlgorithmSpecification.TrainingInputMode) {
delta.Add("Spec.TrainingJobDefinition.AlgorithmSpecification.TrainingInputMode", a.ko.Spec.TrainingJobDefinition.AlgorithmSpecification.TrainingInputMode, b.ko.Spec.TrainingJobDefinition.AlgorithmSpecification.TrainingInputMode)
} else if a.ko.Spec.TrainingJobDefinition.AlgorithmSpecification.TrainingInputMode != nil && b.ko.Spec.TrainingJobDefinition.AlgorithmSpecification.TrainingInputMode != nil {
if *a.ko.Spec.TrainingJobDefinition.AlgorithmSpecification.TrainingInputMode != *b.ko.Spec.TrainingJobDefinition.AlgorithmSpecification.TrainingInputMode {
delta.Add("Spec.TrainingJobDefinition.AlgorithmSpecification.TrainingInputMode", a.ko.Spec.TrainingJobDefinition.AlgorithmSpecification.TrainingInputMode, b.ko.Spec.TrainingJobDefinition.AlgorithmSpecification.TrainingInputMode)
}
}
}
if ackcompare.HasNilDifference(a.ko.Spec.TrainingJobDefinition.CheckpointConfig, b.ko.Spec.TrainingJobDefinition.CheckpointConfig) {
delta.Add("Spec.TrainingJobDefinition.CheckpointConfig", a.ko.Spec.TrainingJobDefinition.CheckpointConfig, b.ko.Spec.TrainingJobDefinition.CheckpointConfig)
} else if a.ko.Spec.TrainingJobDefinition.CheckpointConfig != nil && b.ko.Spec.TrainingJobDefinition.CheckpointConfig != nil {
if ackcompare.HasNilDifference(a.ko.Spec.TrainingJobDefinition.CheckpointConfig.LocalPath, b.ko.Spec.TrainingJobDefinition.CheckpointConfig.LocalPath) {
delta.Add("Spec.TrainingJobDefinition.CheckpointConfig.LocalPath", a.ko.Spec.TrainingJobDefinition.CheckpointConfig.LocalPath, b.ko.Spec.TrainingJobDefinition.CheckpointConfig.LocalPath)
} else if a.ko.Spec.TrainingJobDefinition.CheckpointConfig.LocalPath != nil && b.ko.Spec.TrainingJobDefinition.CheckpointConfig.LocalPath != nil {
if *a.ko.Spec.TrainingJobDefinition.CheckpointConfig.LocalPath != *b.ko.Spec.TrainingJobDefinition.CheckpointConfig.LocalPath {
delta.Add("Spec.TrainingJobDefinition.CheckpointConfig.LocalPath", a.ko.Spec.TrainingJobDefinition.CheckpointConfig.LocalPath, b.ko.Spec.TrainingJobDefinition.CheckpointConfig.LocalPath)
}
}
if ackcompare.HasNilDifference(a.ko.Spec.TrainingJobDefinition.CheckpointConfig.S3URI, b.ko.Spec.TrainingJobDefinition.CheckpointConfig.S3URI) {
delta.Add("Spec.TrainingJobDefinition.CheckpointConfig.S3URI", a.ko.Spec.TrainingJobDefinition.CheckpointConfig.S3URI, b.ko.Spec.TrainingJobDefinition.CheckpointConfig.S3URI)
} else if a.ko.Spec.TrainingJobDefinition.CheckpointConfig.S3URI != nil && b.ko.Spec.TrainingJobDefinition.CheckpointConfig.S3URI != nil {
if *a.ko.Spec.TrainingJobDefinition.CheckpointConfig.S3URI != *b.ko.Spec.TrainingJobDefinition.CheckpointConfig.S3URI {
delta.Add("Spec.TrainingJobDefinition.CheckpointConfig.S3URI", a.ko.Spec.TrainingJobDefinition.CheckpointConfig.S3URI, b.ko.Spec.TrainingJobDefinition.CheckpointConfig.S3URI)
}
}
}
if ackcompare.HasNilDifference(a.ko.Spec.TrainingJobDefinition.DefinitionName, b.ko.Spec.TrainingJobDefinition.DefinitionName) {
delta.Add("Spec.TrainingJobDefinition.DefinitionName", a.ko.Spec.TrainingJobDefinition.DefinitionName, b.ko.Spec.TrainingJobDefinition.DefinitionName)
} else if a.ko.Spec.TrainingJobDefinition.DefinitionName != nil && b.ko.Spec.TrainingJobDefinition.DefinitionName != nil {
if *a.ko.Spec.TrainingJobDefinition.DefinitionName != *b.ko.Spec.TrainingJobDefinition.DefinitionName {
delta.Add("Spec.TrainingJobDefinition.DefinitionName", a.ko.Spec.TrainingJobDefinition.DefinitionName, b.ko.Spec.TrainingJobDefinition.DefinitionName)
}
}
if ackcompare.HasNilDifference(a.ko.Spec.TrainingJobDefinition.EnableInterContainerTrafficEncryption, b.ko.Spec.TrainingJobDefinition.EnableInterContainerTrafficEncryption) {
delta.Add("Spec.TrainingJobDefinition.EnableInterContainerTrafficEncryption", a.ko.Spec.TrainingJobDefinition.EnableInterContainerTrafficEncryption, b.ko.Spec.TrainingJobDefinition.EnableInterContainerTrafficEncryption)
} else if a.ko.Spec.TrainingJobDefinition.EnableInterContainerTrafficEncryption != nil && b.ko.Spec.TrainingJobDefinition.EnableInterContainerTrafficEncryption != nil {
if *a.ko.Spec.TrainingJobDefinition.EnableInterContainerTrafficEncryption != *b.ko.Spec.TrainingJobDefinition.EnableInterContainerTrafficEncryption {
delta.Add("Spec.TrainingJobDefinition.EnableInterContainerTrafficEncryption", a.ko.Spec.TrainingJobDefinition.EnableInterContainerTrafficEncryption, b.ko.Spec.TrainingJobDefinition.EnableInterContainerTrafficEncryption)
}
}
if ackcompare.HasNilDifference(a.ko.Spec.TrainingJobDefinition.EnableManagedSpotTraining, b.ko.Spec.TrainingJobDefinition.EnableManagedSpotTraining) {
delta.Add("Spec.TrainingJobDefinition.EnableManagedSpotTraining", a.ko.Spec.TrainingJobDefinition.EnableManagedSpotTraining, b.ko.Spec.TrainingJobDefinition.EnableManagedSpotTraining)
} else if a.ko.Spec.TrainingJobDefinition.EnableManagedSpotTraining != nil && b.ko.Spec.TrainingJobDefinition.EnableManagedSpotTraining != nil {
if *a.ko.Spec.TrainingJobDefinition.EnableManagedSpotTraining != *b.ko.Spec.TrainingJobDefinition.EnableManagedSpotTraining {
delta.Add("Spec.TrainingJobDefinition.EnableManagedSpotTraining", a.ko.Spec.TrainingJobDefinition.EnableManagedSpotTraining, b.ko.Spec.TrainingJobDefinition.EnableManagedSpotTraining)
}
}
if ackcompare.HasNilDifference(a.ko.Spec.TrainingJobDefinition.EnableNetworkIsolation, b.ko.Spec.TrainingJobDefinition.EnableNetworkIsolation) {
delta.Add("Spec.TrainingJobDefinition.EnableNetworkIsolation", a.ko.Spec.TrainingJobDefinition.EnableNetworkIsolation, b.ko.Spec.TrainingJobDefinition.EnableNetworkIsolation)
} else if a.ko.Spec.TrainingJobDefinition.EnableNetworkIsolation != nil && b.ko.Spec.TrainingJobDefinition.EnableNetworkIsolation != nil {
if *a.ko.Spec.TrainingJobDefinition.EnableNetworkIsolation != *b.ko.Spec.TrainingJobDefinition.EnableNetworkIsolation {
delta.Add("Spec.TrainingJobDefinition.EnableNetworkIsolation", a.ko.Spec.TrainingJobDefinition.EnableNetworkIsolation, b.ko.Spec.TrainingJobDefinition.EnableNetworkIsolation)
}
}
if ackcompare.HasNilDifference(a.ko.Spec.TrainingJobDefinition.HyperParameterRanges, b.ko.Spec.TrainingJobDefinition.HyperParameterRanges) {
delta.Add("Spec.TrainingJobDefinition.HyperParameterRanges", a.ko.Spec.TrainingJobDefinition.HyperParameterRanges, b.ko.Spec.TrainingJobDefinition.HyperParameterRanges)
} else if a.ko.Spec.TrainingJobDefinition.HyperParameterRanges != nil && b.ko.Spec.TrainingJobDefinition.HyperParameterRanges != nil {
if len(a.ko.Spec.TrainingJobDefinition.HyperParameterRanges.AutoParameters) != len(b.ko.Spec.TrainingJobDefinition.HyperParameterRanges.AutoParameters) {
delta.Add("Spec.TrainingJobDefinition.HyperParameterRanges.AutoParameters", a.ko.Spec.TrainingJobDefinition.HyperParameterRanges.AutoParameters, b.ko.Spec.TrainingJobDefinition.HyperParameterRanges.AutoParameters)
} else if len(a.ko.Spec.TrainingJobDefinition.HyperParameterRanges.AutoParameters) > 0 {
if !reflect.DeepEqual(a.ko.Spec.TrainingJobDefinition.HyperParameterRanges.AutoParameters, b.ko.Spec.TrainingJobDefinition.HyperParameterRanges.AutoParameters) {
delta.Add("Spec.TrainingJobDefinition.HyperParameterRanges.AutoParameters", a.ko.Spec.TrainingJobDefinition.HyperParameterRanges.AutoParameters, b.ko.Spec.TrainingJobDefinition.HyperParameterRanges.AutoParameters)
}
}
if len(a.ko.Spec.TrainingJobDefinition.HyperParameterRanges.CategoricalParameterRanges) != len(b.ko.Spec.TrainingJobDefinition.HyperParameterRanges.CategoricalParameterRanges) {
delta.Add("Spec.TrainingJobDefinition.HyperParameterRanges.CategoricalParameterRanges", a.ko.Spec.TrainingJobDefinition.HyperParameterRanges.CategoricalParameterRanges, b.ko.Spec.TrainingJobDefinition.HyperParameterRanges.CategoricalParameterRanges)
} else if len(a.ko.Spec.TrainingJobDefinition.HyperParameterRanges.CategoricalParameterRanges) > 0 {
if !reflect.DeepEqual(a.ko.Spec.TrainingJobDefinition.HyperParameterRanges.CategoricalParameterRanges, b.ko.Spec.TrainingJobDefinition.HyperParameterRanges.CategoricalParameterRanges) {
delta.Add("Spec.TrainingJobDefinition.HyperParameterRanges.CategoricalParameterRanges", a.ko.Spec.TrainingJobDefinition.HyperParameterRanges.CategoricalParameterRanges, b.ko.Spec.TrainingJobDefinition.HyperParameterRanges.CategoricalParameterRanges)
}
}
if len(a.ko.Spec.TrainingJobDefinition.HyperParameterRanges.ContinuousParameterRanges) != len(b.ko.Spec.TrainingJobDefinition.HyperParameterRanges.ContinuousParameterRanges) {
delta.Add("Spec.TrainingJobDefinition.HyperParameterRanges.ContinuousParameterRanges", a.ko.Spec.TrainingJobDefinition.HyperParameterRanges.ContinuousParameterRanges, b.ko.Spec.TrainingJobDefinition.HyperParameterRanges.ContinuousParameterRanges)
} else if len(a.ko.Spec.TrainingJobDefinition.HyperParameterRanges.ContinuousParameterRanges) > 0 {
if !reflect.DeepEqual(a.ko.Spec.TrainingJobDefinition.HyperParameterRanges.ContinuousParameterRanges, b.ko.Spec.TrainingJobDefinition.HyperParameterRanges.ContinuousParameterRanges) {
delta.Add("Spec.TrainingJobDefinition.HyperParameterRanges.ContinuousParameterRanges", a.ko.Spec.TrainingJobDefinition.HyperParameterRanges.ContinuousParameterRanges, b.ko.Spec.TrainingJobDefinition.HyperParameterRanges.ContinuousParameterRanges)
}
}
if len(a.ko.Spec.TrainingJobDefinition.HyperParameterRanges.IntegerParameterRanges) != len(b.ko.Spec.TrainingJobDefinition.HyperParameterRanges.IntegerParameterRanges) {
delta.Add("Spec.TrainingJobDefinition.HyperParameterRanges.IntegerParameterRanges", a.ko.Spec.TrainingJobDefinition.HyperParameterRanges.IntegerParameterRanges, b.ko.Spec.TrainingJobDefinition.HyperParameterRanges.IntegerParameterRanges)
} else if len(a.ko.Spec.TrainingJobDefinition.HyperParameterRanges.IntegerParameterRanges) > 0 {
if !reflect.DeepEqual(a.ko.Spec.TrainingJobDefinition.HyperParameterRanges.IntegerParameterRanges, b.ko.Spec.TrainingJobDefinition.HyperParameterRanges.IntegerParameterRanges) {
delta.Add("Spec.TrainingJobDefinition.HyperParameterRanges.IntegerParameterRanges", a.ko.Spec.TrainingJobDefinition.HyperParameterRanges.IntegerParameterRanges, b.ko.Spec.TrainingJobDefinition.HyperParameterRanges.IntegerParameterRanges)
}
}
}
if len(a.ko.Spec.TrainingJobDefinition.InputDataConfig) != len(b.ko.Spec.TrainingJobDefinition.InputDataConfig) {
delta.Add("Spec.TrainingJobDefinition.InputDataConfig", a.ko.Spec.TrainingJobDefinition.InputDataConfig, b.ko.Spec.TrainingJobDefinition.InputDataConfig)
} else if len(a.ko.Spec.TrainingJobDefinition.InputDataConfig) > 0 {
if !reflect.DeepEqual(a.ko.Spec.TrainingJobDefinition.InputDataConfig, b.ko.Spec.TrainingJobDefinition.InputDataConfig) {
delta.Add("Spec.TrainingJobDefinition.InputDataConfig", a.ko.Spec.TrainingJobDefinition.InputDataConfig, b.ko.Spec.TrainingJobDefinition.InputDataConfig)
}
}
if ackcompare.HasNilDifference(a.ko.Spec.TrainingJobDefinition.OutputDataConfig, b.ko.Spec.TrainingJobDefinition.OutputDataConfig) {
delta.Add("Spec.TrainingJobDefinition.OutputDataConfig", a.ko.Spec.TrainingJobDefinition.OutputDataConfig, b.ko.Spec.TrainingJobDefinition.OutputDataConfig)
} else if a.ko.Spec.TrainingJobDefinition.OutputDataConfig != nil && b.ko.Spec.TrainingJobDefinition.OutputDataConfig != nil {
if ackcompare.HasNilDifference(a.ko.Spec.TrainingJobDefinition.OutputDataConfig.CompressionType, b.ko.Spec.TrainingJobDefinition.OutputDataConfig.CompressionType) {
delta.Add("Spec.TrainingJobDefinition.OutputDataConfig.CompressionType", a.ko.Spec.TrainingJobDefinition.OutputDataConfig.CompressionType, b.ko.Spec.TrainingJobDefinition.OutputDataConfig.CompressionType)
} else if a.ko.Spec.TrainingJobDefinition.OutputDataConfig.CompressionType != nil && b.ko.Spec.TrainingJobDefinition.OutputDataConfig.CompressionType != nil {
if *a.ko.Spec.TrainingJobDefinition.OutputDataConfig.CompressionType != *b.ko.Spec.TrainingJobDefinition.OutputDataConfig.CompressionType {
delta.Add("Spec.TrainingJobDefinition.OutputDataConfig.CompressionType", a.ko.Spec.TrainingJobDefinition.OutputDataConfig.CompressionType, b.ko.Spec.TrainingJobDefinition.OutputDataConfig.CompressionType)
}
}
if ackcompare.HasNilDifference(a.ko.Spec.TrainingJobDefinition.OutputDataConfig.KMSKeyID, b.ko.Spec.TrainingJobDefinition.OutputDataConfig.KMSKeyID) {
delta.Add("Spec.TrainingJobDefinition.OutputDataConfig.KMSKeyID", a.ko.Spec.TrainingJobDefinition.OutputDataConfig.KMSKeyID, b.ko.Spec.TrainingJobDefinition.OutputDataConfig.KMSKeyID)
} else if a.ko.Spec.TrainingJobDefinition.OutputDataConfig.KMSKeyID != nil && b.ko.Spec.TrainingJobDefinition.OutputDataConfig.KMSKeyID != nil {
if *a.ko.Spec.TrainingJobDefinition.OutputDataConfig.KMSKeyID != *b.ko.Spec.TrainingJobDefinition.OutputDataConfig.KMSKeyID {
delta.Add("Spec.TrainingJobDefinition.OutputDataConfig.KMSKeyID", a.ko.Spec.TrainingJobDefinition.OutputDataConfig.KMSKeyID, b.ko.Spec.TrainingJobDefinition.OutputDataConfig.KMSKeyID)
}
}
if ackcompare.HasNilDifference(a.ko.Spec.TrainingJobDefinition.OutputDataConfig.S3OutputPath, b.ko.Spec.TrainingJobDefinition.OutputDataConfig.S3OutputPath) {
delta.Add("Spec.TrainingJobDefinition.OutputDataConfig.S3OutputPath", a.ko.Spec.TrainingJobDefinition.OutputDataConfig.S3OutputPath, b.ko.Spec.TrainingJobDefinition.OutputDataConfig.S3OutputPath)
} else if a.ko.Spec.TrainingJobDefinition.OutputDataConfig.S3OutputPath != nil && b.ko.Spec.TrainingJobDefinition.OutputDataConfig.S3OutputPath != nil {
if *a.ko.Spec.TrainingJobDefinition.OutputDataConfig.S3OutputPath != *b.ko.Spec.TrainingJobDefinition.OutputDataConfig.S3OutputPath {
delta.Add("Spec.TrainingJobDefinition.OutputDataConfig.S3OutputPath", a.ko.Spec.TrainingJobDefinition.OutputDataConfig.S3OutputPath, b.ko.Spec.TrainingJobDefinition.OutputDataConfig.S3OutputPath)
}
}
}
if ackcompare.HasNilDifference(a.ko.Spec.TrainingJobDefinition.ResourceConfig, b.ko.Spec.TrainingJobDefinition.ResourceConfig) {
delta.Add("Spec.TrainingJobDefinition.ResourceConfig", a.ko.Spec.TrainingJobDefinition.ResourceConfig, b.ko.Spec.TrainingJobDefinition.ResourceConfig)
} else if a.ko.Spec.TrainingJobDefinition.ResourceConfig != nil && b.ko.Spec.TrainingJobDefinition.ResourceConfig != nil {
if ackcompare.HasNilDifference(a.ko.Spec.TrainingJobDefinition.ResourceConfig.InstanceCount, b.ko.Spec.TrainingJobDefinition.ResourceConfig.InstanceCount) {
delta.Add("Spec.TrainingJobDefinition.ResourceConfig.InstanceCount", a.ko.Spec.TrainingJobDefinition.ResourceConfig.InstanceCount, b.ko.Spec.TrainingJobDefinition.ResourceConfig.InstanceCount)
} else if a.ko.Spec.TrainingJobDefinition.ResourceConfig.InstanceCount != nil && b.ko.Spec.TrainingJobDefinition.ResourceConfig.InstanceCount != nil {
if *a.ko.Spec.TrainingJobDefinition.ResourceConfig.InstanceCount != *b.ko.Spec.TrainingJobDefinition.ResourceConfig.InstanceCount {
delta.Add("Spec.TrainingJobDefinition.ResourceConfig.InstanceCount", a.ko.Spec.TrainingJobDefinition.ResourceConfig.InstanceCount, b.ko.Spec.TrainingJobDefinition.ResourceConfig.InstanceCount)
}
}
if len(a.ko.Spec.TrainingJobDefinition.ResourceConfig.InstanceGroups) != len(b.ko.Spec.TrainingJobDefinition.ResourceConfig.InstanceGroups) {
delta.Add("Spec.TrainingJobDefinition.ResourceConfig.InstanceGroups", a.ko.Spec.TrainingJobDefinition.ResourceConfig.InstanceGroups, b.ko.Spec.TrainingJobDefinition.ResourceConfig.InstanceGroups)
} else if len(a.ko.Spec.TrainingJobDefinition.ResourceConfig.InstanceGroups) > 0 {
if !reflect.DeepEqual(a.ko.Spec.TrainingJobDefinition.ResourceConfig.InstanceGroups, b.ko.Spec.TrainingJobDefinition.ResourceConfig.InstanceGroups) {
delta.Add("Spec.TrainingJobDefinition.ResourceConfig.InstanceGroups", a.ko.Spec.TrainingJobDefinition.ResourceConfig.InstanceGroups, b.ko.Spec.TrainingJobDefinition.ResourceConfig.InstanceGroups)
}
}
if ackcompare.HasNilDifference(a.ko.Spec.TrainingJobDefinition.ResourceConfig.InstanceType, b.ko.Spec.TrainingJobDefinition.ResourceConfig.InstanceType) {
delta.Add("Spec.TrainingJobDefinition.ResourceConfig.InstanceType", a.ko.Spec.TrainingJobDefinition.ResourceConfig.InstanceType, b.ko.Spec.TrainingJobDefinition.ResourceConfig.InstanceType)
} else if a.ko.Spec.TrainingJobDefinition.ResourceConfig.InstanceType != nil && b.ko.Spec.TrainingJobDefinition.ResourceConfig.InstanceType != nil {
if *a.ko.Spec.TrainingJobDefinition.ResourceConfig.InstanceType != *b.ko.Spec.TrainingJobDefinition.ResourceConfig.InstanceType {
delta.Add("Spec.TrainingJobDefinition.ResourceConfig.InstanceType", a.ko.Spec.TrainingJobDefinition.ResourceConfig.InstanceType, b.ko.Spec.TrainingJobDefinition.ResourceConfig.InstanceType)
}
}
if ackcompare.HasNilDifference(a.ko.Spec.TrainingJobDefinition.ResourceConfig.KeepAlivePeriodInSeconds, b.ko.Spec.TrainingJobDefinition.ResourceConfig.KeepAlivePeriodInSeconds) {
delta.Add("Spec.TrainingJobDefinition.ResourceConfig.KeepAlivePeriodInSeconds", a.ko.Spec.TrainingJobDefinition.ResourceConfig.KeepAlivePeriodInSeconds, b.ko.Spec.TrainingJobDefinition.ResourceConfig.KeepAlivePeriodInSeconds)
} else if a.ko.Spec.TrainingJobDefinition.ResourceConfig.KeepAlivePeriodInSeconds != nil && b.ko.Spec.TrainingJobDefinition.ResourceConfig.KeepAlivePeriodInSeconds != nil {
if *a.ko.Spec.TrainingJobDefinition.ResourceConfig.KeepAlivePeriodInSeconds != *b.ko.Spec.TrainingJobDefinition.ResourceConfig.KeepAlivePeriodInSeconds {
delta.Add("Spec.TrainingJobDefinition.ResourceConfig.KeepAlivePeriodInSeconds", a.ko.Spec.TrainingJobDefinition.ResourceConfig.KeepAlivePeriodInSeconds, b.ko.Spec.TrainingJobDefinition.ResourceConfig.KeepAlivePeriodInSeconds)
}
}
if ackcompare.HasNilDifference(a.ko.Spec.TrainingJobDefinition.ResourceConfig.VolumeKMSKeyID, b.ko.Spec.TrainingJobDefinition.ResourceConfig.VolumeKMSKeyID) {
delta.Add("Spec.TrainingJobDefinition.ResourceConfig.VolumeKMSKeyID", a.ko.Spec.TrainingJobDefinition.ResourceConfig.VolumeKMSKeyID, b.ko.Spec.TrainingJobDefinition.ResourceConfig.VolumeKMSKeyID)
} else if a.ko.Spec.TrainingJobDefinition.ResourceConfig.VolumeKMSKeyID != nil && b.ko.Spec.TrainingJobDefinition.ResourceConfig.VolumeKMSKeyID != nil {
if *a.ko.Spec.TrainingJobDefinition.ResourceConfig.VolumeKMSKeyID != *b.ko.Spec.TrainingJobDefinition.ResourceConfig.VolumeKMSKeyID {
delta.Add("Spec.TrainingJobDefinition.ResourceConfig.VolumeKMSKeyID", a.ko.Spec.TrainingJobDefinition.ResourceConfig.VolumeKMSKeyID, b.ko.Spec.TrainingJobDefinition.ResourceConfig.VolumeKMSKeyID)
}
}
if ackcompare.HasNilDifference(a.ko.Spec.TrainingJobDefinition.ResourceConfig.VolumeSizeInGB, b.ko.Spec.TrainingJobDefinition.ResourceConfig.VolumeSizeInGB) {
delta.Add("Spec.TrainingJobDefinition.ResourceConfig.VolumeSizeInGB", a.ko.Spec.TrainingJobDefinition.ResourceConfig.VolumeSizeInGB, b.ko.Spec.TrainingJobDefinition.ResourceConfig.VolumeSizeInGB)
} else if a.ko.Spec.TrainingJobDefinition.ResourceConfig.VolumeSizeInGB != nil && b.ko.Spec.TrainingJobDefinition.ResourceConfig.VolumeSizeInGB != nil {
if *a.ko.Spec.TrainingJobDefinition.ResourceConfig.VolumeSizeInGB != *b.ko.Spec.TrainingJobDefinition.ResourceConfig.VolumeSizeInGB {
delta.Add("Spec.TrainingJobDefinition.ResourceConfig.VolumeSizeInGB", a.ko.Spec.TrainingJobDefinition.ResourceConfig.VolumeSizeInGB, b.ko.Spec.TrainingJobDefinition.ResourceConfig.VolumeSizeInGB)
}
}
}
if ackcompare.HasNilDifference(a.ko.Spec.TrainingJobDefinition.RetryStrategy, b.ko.Spec.TrainingJobDefinition.RetryStrategy) {
delta.Add("Spec.TrainingJobDefinition.RetryStrategy", a.ko.Spec.TrainingJobDefinition.RetryStrategy, b.ko.Spec.TrainingJobDefinition.RetryStrategy)
} else if a.ko.Spec.TrainingJobDefinition.RetryStrategy != nil && b.ko.Spec.TrainingJobDefinition.RetryStrategy != nil {
if ackcompare.HasNilDifference(a.ko.Spec.TrainingJobDefinition.RetryStrategy.MaximumRetryAttempts, b.ko.Spec.TrainingJobDefinition.RetryStrategy.MaximumRetryAttempts) {
delta.Add("Spec.TrainingJobDefinition.RetryStrategy.MaximumRetryAttempts", a.ko.Spec.TrainingJobDefinition.RetryStrategy.MaximumRetryAttempts, b.ko.Spec.TrainingJobDefinition.RetryStrategy.MaximumRetryAttempts)
} else if a.ko.Spec.TrainingJobDefinition.RetryStrategy.MaximumRetryAttempts != nil && b.ko.Spec.TrainingJobDefinition.RetryStrategy.MaximumRetryAttempts != nil {
if *a.ko.Spec.TrainingJobDefinition.RetryStrategy.MaximumRetryAttempts != *b.ko.Spec.TrainingJobDefinition.RetryStrategy.MaximumRetryAttempts {
delta.Add("Spec.TrainingJobDefinition.RetryStrategy.MaximumRetryAttempts", a.ko.Spec.TrainingJobDefinition.RetryStrategy.MaximumRetryAttempts, b.ko.Spec.TrainingJobDefinition.RetryStrategy.MaximumRetryAttempts)
}
}
}
if ackcompare.HasNilDifference(a.ko.Spec.TrainingJobDefinition.RoleARN, b.ko.Spec.TrainingJobDefinition.RoleARN) {
delta.Add("Spec.TrainingJobDefinition.RoleARN", a.ko.Spec.TrainingJobDefinition.RoleARN, b.ko.Spec.TrainingJobDefinition.RoleARN)
} else if a.ko.Spec.TrainingJobDefinition.RoleARN != nil && b.ko.Spec.TrainingJobDefinition.RoleARN != nil {
if *a.ko.Spec.TrainingJobDefinition.RoleARN != *b.ko.Spec.TrainingJobDefinition.RoleARN {
delta.Add("Spec.TrainingJobDefinition.RoleARN", a.ko.Spec.TrainingJobDefinition.RoleARN, b.ko.Spec.TrainingJobDefinition.RoleARN)
}
}
if len(a.ko.Spec.TrainingJobDefinition.StaticHyperParameters) != len(b.ko.Spec.TrainingJobDefinition.StaticHyperParameters) {
delta.Add("Spec.TrainingJobDefinition.StaticHyperParameters", a.ko.Spec.TrainingJobDefinition.StaticHyperParameters, b.ko.Spec.TrainingJobDefinition.StaticHyperParameters)
} else if len(a.ko.Spec.TrainingJobDefinition.StaticHyperParameters) > 0 {
if !ackcompare.MapStringStringPEqual(a.ko.Spec.TrainingJobDefinition.StaticHyperParameters, b.ko.Spec.TrainingJobDefinition.StaticHyperParameters) {
delta.Add("Spec.TrainingJobDefinition.StaticHyperParameters", a.ko.Spec.TrainingJobDefinition.StaticHyperParameters, b.ko.Spec.TrainingJobDefinition.StaticHyperParameters)
}
}
if ackcompare.HasNilDifference(a.ko.Spec.TrainingJobDefinition.StoppingCondition, b.ko.Spec.TrainingJobDefinition.StoppingCondition) {
delta.Add("Spec.TrainingJobDefinition.StoppingCondition", a.ko.Spec.TrainingJobDefinition.StoppingCondition, b.ko.Spec.TrainingJobDefinition.StoppingCondition)
} else if a.ko.Spec.TrainingJobDefinition.StoppingCondition != nil && b.ko.Spec.TrainingJobDefinition.StoppingCondition != nil {
if ackcompare.HasNilDifference(a.ko.Spec.TrainingJobDefinition.StoppingCondition.MaxPendingTimeInSeconds, b.ko.Spec.TrainingJobDefinition.StoppingCondition.MaxPendingTimeInSeconds) {
delta.Add("Spec.TrainingJobDefinition.StoppingCondition.MaxPendingTimeInSeconds", a.ko.Spec.TrainingJobDefinition.StoppingCondition.MaxPendingTimeInSeconds, b.ko.Spec.TrainingJobDefinition.StoppingCondition.MaxPendingTimeInSeconds)
} else if a.ko.Spec.TrainingJobDefinition.StoppingCondition.MaxPendingTimeInSeconds != nil && b.ko.Spec.TrainingJobDefinition.StoppingCondition.MaxPendingTimeInSeconds != nil {
if *a.ko.Spec.TrainingJobDefinition.StoppingCondition.MaxPendingTimeInSeconds != *b.ko.Spec.TrainingJobDefinition.StoppingCondition.MaxPendingTimeInSeconds {
delta.Add("Spec.TrainingJobDefinition.StoppingCondition.MaxPendingTimeInSeconds", a.ko.Spec.TrainingJobDefinition.StoppingCondition.MaxPendingTimeInSeconds, b.ko.Spec.TrainingJobDefinition.StoppingCondition.MaxPendingTimeInSeconds)
}
}
if ackcompare.HasNilDifference(a.ko.Spec.TrainingJobDefinition.StoppingCondition.MaxRuntimeInSeconds, b.ko.Spec.TrainingJobDefinition.StoppingCondition.MaxRuntimeInSeconds) {
delta.Add("Spec.TrainingJobDefinition.StoppingCondition.MaxRuntimeInSeconds", a.ko.Spec.TrainingJobDefinition.StoppingCondition.MaxRuntimeInSeconds, b.ko.Spec.TrainingJobDefinition.StoppingCondition.MaxRuntimeInSeconds)
} else if a.ko.Spec.TrainingJobDefinition.StoppingCondition.MaxRuntimeInSeconds != nil && b.ko.Spec.TrainingJobDefinition.StoppingCondition.MaxRuntimeInSeconds != nil {
if *a.ko.Spec.TrainingJobDefinition.StoppingCondition.MaxRuntimeInSeconds != *b.ko.Spec.TrainingJobDefinition.StoppingCondition.MaxRuntimeInSeconds {
delta.Add("Spec.TrainingJobDefinition.StoppingCondition.MaxRuntimeInSeconds", a.ko.Spec.TrainingJobDefinition.StoppingCondition.MaxRuntimeInSeconds, b.ko.Spec.TrainingJobDefinition.StoppingCondition.MaxRuntimeInSeconds)
}
}
if ackcompare.HasNilDifference(a.ko.Spec.TrainingJobDefinition.StoppingCondition.MaxWaitTimeInSeconds, b.ko.Spec.TrainingJobDefinition.StoppingCondition.MaxWaitTimeInSeconds) {
delta.Add("Spec.TrainingJobDefinition.StoppingCondition.MaxWaitTimeInSeconds", a.ko.Spec.TrainingJobDefinition.StoppingCondition.MaxWaitTimeInSeconds, b.ko.Spec.TrainingJobDefinition.StoppingCondition.MaxWaitTimeInSeconds)
} else if a.ko.Spec.TrainingJobDefinition.StoppingCondition.MaxWaitTimeInSeconds != nil && b.ko.Spec.TrainingJobDefinition.StoppingCondition.MaxWaitTimeInSeconds != nil {
if *a.ko.Spec.TrainingJobDefinition.StoppingCondition.MaxWaitTimeInSeconds != *b.ko.Spec.TrainingJobDefinition.StoppingCondition.MaxWaitTimeInSeconds {
delta.Add("Spec.TrainingJobDefinition.StoppingCondition.MaxWaitTimeInSeconds", a.ko.Spec.TrainingJobDefinition.StoppingCondition.MaxWaitTimeInSeconds, b.ko.Spec.TrainingJobDefinition.StoppingCondition.MaxWaitTimeInSeconds)
}
}
}
if ackcompare.HasNilDifference(a.ko.Spec.TrainingJobDefinition.TuningObjective, b.ko.Spec.TrainingJobDefinition.TuningObjective) {
delta.Add("Spec.TrainingJobDefinition.TuningObjective", a.ko.Spec.TrainingJobDefinition.TuningObjective, b.ko.Spec.TrainingJobDefinition.TuningObjective)
} else if a.ko.Spec.TrainingJobDefinition.TuningObjective != nil && b.ko.Spec.TrainingJobDefinition.TuningObjective != nil {
if ackcompare.HasNilDifference(a.ko.Spec.TrainingJobDefinition.TuningObjective.MetricName, b.ko.Spec.TrainingJobDefinition.TuningObjective.MetricName) {
delta.Add("Spec.TrainingJobDefinition.TuningObjective.MetricName", a.ko.Spec.TrainingJobDefinition.TuningObjective.MetricName, b.ko.Spec.TrainingJobDefinition.TuningObjective.MetricName)
} else if a.ko.Spec.TrainingJobDefinition.TuningObjective.MetricName != nil && b.ko.Spec.TrainingJobDefinition.TuningObjective.MetricName != nil {
if *a.ko.Spec.TrainingJobDefinition.TuningObjective.MetricName != *b.ko.Spec.TrainingJobDefinition.TuningObjective.MetricName {
delta.Add("Spec.TrainingJobDefinition.TuningObjective.MetricName", a.ko.Spec.TrainingJobDefinition.TuningObjective.MetricName, b.ko.Spec.TrainingJobDefinition.TuningObjective.MetricName)
}
}
if ackcompare.HasNilDifference(a.ko.Spec.TrainingJobDefinition.TuningObjective.Type, b.ko.Spec.TrainingJobDefinition.TuningObjective.Type) {
delta.Add("Spec.TrainingJobDefinition.TuningObjective.Type", a.ko.Spec.TrainingJobDefinition.TuningObjective.Type, b.ko.Spec.TrainingJobDefinition.TuningObjective.Type)
} else if a.ko.Spec.TrainingJobDefinition.TuningObjective.Type != nil && b.ko.Spec.TrainingJobDefinition.TuningObjective.Type != nil {
if *a.ko.Spec.TrainingJobDefinition.TuningObjective.Type != *b.ko.Spec.TrainingJobDefinition.TuningObjective.Type {
delta.Add("Spec.TrainingJobDefinition.TuningObjective.Type", a.ko.Spec.TrainingJobDefinition.TuningObjective.Type, b.ko.Spec.TrainingJobDefinition.TuningObjective.Type)
}
}
}
if ackcompare.HasNilDifference(a.ko.Spec.TrainingJobDefinition.VPCConfig, b.ko.Spec.TrainingJobDefinition.VPCConfig) {
delta.Add("Spec.TrainingJobDefinition.VPCConfig", a.ko.Spec.TrainingJobDefinition.VPCConfig, b.ko.Spec.TrainingJobDefinition.VPCConfig)
} else if a.ko.Spec.TrainingJobDefinition.VPCConfig != nil && b.ko.Spec.TrainingJobDefinition.VPCConfig != nil {
if len(a.ko.Spec.TrainingJobDefinition.VPCConfig.SecurityGroupIDs) != len(b.ko.Spec.TrainingJobDefinition.VPCConfig.SecurityGroupIDs) {
delta.Add("Spec.TrainingJobDefinition.VPCConfig.SecurityGroupIDs", a.ko.Spec.TrainingJobDefinition.VPCConfig.SecurityGroupIDs, b.ko.Spec.TrainingJobDefinition.VPCConfig.SecurityGroupIDs)
} else if len(a.ko.Spec.TrainingJobDefinition.VPCConfig.SecurityGroupIDs) > 0 {
if !ackcompare.SliceStringPEqual(a.ko.Spec.TrainingJobDefinition.VPCConfig.SecurityGroupIDs, b.ko.Spec.TrainingJobDefinition.VPCConfig.SecurityGroupIDs) {
delta.Add("Spec.TrainingJobDefinition.VPCConfig.SecurityGroupIDs", a.ko.Spec.TrainingJobDefinition.VPCConfig.SecurityGroupIDs, b.ko.Spec.TrainingJobDefinition.VPCConfig.SecurityGroupIDs)
}
}
if len(a.ko.Spec.TrainingJobDefinition.VPCConfig.Subnets) != len(b.ko.Spec.TrainingJobDefinition.VPCConfig.Subnets) {
delta.Add("Spec.TrainingJobDefinition.VPCConfig.Subnets", a.ko.Spec.TrainingJobDefinition.VPCConfig.Subnets, b.ko.Spec.TrainingJobDefinition.VPCConfig.Subnets)
} else if len(a.ko.Spec.TrainingJobDefinition.VPCConfig.Subnets) > 0 {
if !ackcompare.SliceStringPEqual(a.ko.Spec.TrainingJobDefinition.VPCConfig.Subnets, b.ko.Spec.TrainingJobDefinition.VPCConfig.Subnets) {
delta.Add("Spec.TrainingJobDefinition.VPCConfig.Subnets", a.ko.Spec.TrainingJobDefinition.VPCConfig.Subnets, b.ko.Spec.TrainingJobDefinition.VPCConfig.Subnets)
}
}
}
}
if len(a.ko.Spec.TrainingJobDefinitions) != len(b.ko.Spec.TrainingJobDefinitions) {
delta.Add("Spec.TrainingJobDefinitions", a.ko.Spec.TrainingJobDefinitions, b.ko.Spec.TrainingJobDefinitions)
} else if len(a.ko.Spec.TrainingJobDefinitions) > 0 {
if !reflect.DeepEqual(a.ko.Spec.TrainingJobDefinitions, b.ko.Spec.TrainingJobDefinitions) {
delta.Add("Spec.TrainingJobDefinitions", a.ko.Spec.TrainingJobDefinitions, b.ko.Spec.TrainingJobDefinitions)
}
}
if ackcompare.HasNilDifference(a.ko.Spec.WarmStartConfig, b.ko.Spec.WarmStartConfig) {
delta.Add("Spec.WarmStartConfig", a.ko.Spec.WarmStartConfig, b.ko.Spec.WarmStartConfig)
} else if a.ko.Spec.WarmStartConfig != nil && b.ko.Spec.WarmStartConfig != nil {
if len(a.ko.Spec.WarmStartConfig.ParentHyperParameterTuningJobs) != len(b.ko.Spec.WarmStartConfig.ParentHyperParameterTuningJobs) {
delta.Add("Spec.WarmStartConfig.ParentHyperParameterTuningJobs", a.ko.Spec.WarmStartConfig.ParentHyperParameterTuningJobs, b.ko.Spec.WarmStartConfig.ParentHyperParameterTuningJobs)
} else if len(a.ko.Spec.WarmStartConfig.ParentHyperParameterTuningJobs) > 0 {
if !reflect.DeepEqual(a.ko.Spec.WarmStartConfig.ParentHyperParameterTuningJobs, b.ko.Spec.WarmStartConfig.ParentHyperParameterTuningJobs) {
delta.Add("Spec.WarmStartConfig.ParentHyperParameterTuningJobs", a.ko.Spec.WarmStartConfig.ParentHyperParameterTuningJobs, b.ko.Spec.WarmStartConfig.ParentHyperParameterTuningJobs)
}
}
if ackcompare.HasNilDifference(a.ko.Spec.WarmStartConfig.WarmStartType, b.ko.Spec.WarmStartConfig.WarmStartType) {
delta.Add("Spec.WarmStartConfig.WarmStartType", a.ko.Spec.WarmStartConfig.WarmStartType, b.ko.Spec.WarmStartConfig.WarmStartType)
} else if a.ko.Spec.WarmStartConfig.WarmStartType != nil && b.ko.Spec.WarmStartConfig.WarmStartType != nil {
if *a.ko.Spec.WarmStartConfig.WarmStartType != *b.ko.Spec.WarmStartConfig.WarmStartType {
delta.Add("Spec.WarmStartConfig.WarmStartType", a.ko.Spec.WarmStartConfig.WarmStartType, b.ko.Spec.WarmStartConfig.WarmStartType)
}
}
}
return delta
}