com.pulumi.azurenative.machinelearningservices.outputs.ClassificationTrainingSettingsResponse Maven / Gradle / Ivy

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A native Pulumi package for creating and managing Azure resources.
There is a newer version: 2.89.2
// *** WARNING: this file was generated by pulumi-java-gen. ***
// *** Do not edit by hand unless you're certain you know what you are doing! ***

package com.pulumi.azurenative.machinelearningservices.outputs;

import com.pulumi.azurenative.machinelearningservices.outputs.StackEnsembleSettingsResponse;
import com.pulumi.core.annotations.CustomType;
import java.lang.Boolean;
import java.lang.String;
import java.util.List;
import java.util.Objects;
import java.util.Optional;
import javax.annotation.Nullable;

@CustomType
public final class ClassificationTrainingSettingsResponse {
    /**
     * @return Allowed models for classification task.
     * 
     */
    private @Nullable List allowedTrainingAlgorithms;
    /**
     * @return Blocked models for classification task.
     * 
     */
    private @Nullable List blockedTrainingAlgorithms;
    /**
     * @return Enable recommendation of DNN models.
     * 
     */
    private @Nullable Boolean enableDnnTraining;
    /**
     * @return Flag to turn on explainability on best model.
     * 
     */
    private @Nullable Boolean enableModelExplainability;
    /**
     * @return Flag for enabling onnx compatible models.
     * 
     */
    private @Nullable Boolean enableOnnxCompatibleModels;
    /**
     * @return Enable stack ensemble run.
     * 
     */
    private @Nullable Boolean enableStackEnsemble;
    /**
     * @return Enable voting ensemble run.
     * 
     */
    private @Nullable Boolean enableVoteEnsemble;
    /**
     * @return During VotingEnsemble and StackEnsemble model generation, multiple fitted models from the previous child runs are downloaded.
     * Configure this parameter with a higher value than 300 secs, if more time is needed.
     * 
     */
    private @Nullable String ensembleModelDownloadTimeout;
    /**
     * @return Stack ensemble settings for stack ensemble run.
     * 
     */
    private @Nullable StackEnsembleSettingsResponse stackEnsembleSettings;

    private ClassificationTrainingSettingsResponse() {}
    /**
     * @return Allowed models for classification task.
     * 
     */
    public List allowedTrainingAlgorithms() {
        return this.allowedTrainingAlgorithms == null ? List.of() : this.allowedTrainingAlgorithms;
    }
    /**
     * @return Blocked models for classification task.
     * 
     */
    public List blockedTrainingAlgorithms() {
        return this.blockedTrainingAlgorithms == null ? List.of() : this.blockedTrainingAlgorithms;
    }
    /**
     * @return Enable recommendation of DNN models.
     * 
     */
    public Optional enableDnnTraining() {
        return Optional.ofNullable(this.enableDnnTraining);
    }
    /**
     * @return Flag to turn on explainability on best model.
     * 
     */
    public Optional enableModelExplainability() {
        return Optional.ofNullable(this.enableModelExplainability);
    }
    /**
     * @return Flag for enabling onnx compatible models.
     * 
     */
    public Optional enableOnnxCompatibleModels() {
        return Optional.ofNullable(this.enableOnnxCompatibleModels);
    }
    /**
     * @return Enable stack ensemble run.
     * 
     */
    public Optional enableStackEnsemble() {
        return Optional.ofNullable(this.enableStackEnsemble);
    }
    /**
     * @return Enable voting ensemble run.
     * 
     */
    public Optional enableVoteEnsemble() {
        return Optional.ofNullable(this.enableVoteEnsemble);
    }
    /**
     * @return During VotingEnsemble and StackEnsemble model generation, multiple fitted models from the previous child runs are downloaded.
     * Configure this parameter with a higher value than 300 secs, if more time is needed.
     * 
     */
    public Optional ensembleModelDownloadTimeout() {
        return Optional.ofNullable(this.ensembleModelDownloadTimeout);
    }
    /**
     * @return Stack ensemble settings for stack ensemble run.
     * 
     */
    public Optional stackEnsembleSettings() {
        return Optional.ofNullable(this.stackEnsembleSettings);
    }

    public static Builder builder() {
        return new Builder();
    }

    public static Builder builder(ClassificationTrainingSettingsResponse defaults) {
        return new Builder(defaults);
    }
    @CustomType.Builder
    public static final class Builder {
        private @Nullable List allowedTrainingAlgorithms;
        private @Nullable List blockedTrainingAlgorithms;
        private @Nullable Boolean enableDnnTraining;
        private @Nullable Boolean enableModelExplainability;
        private @Nullable Boolean enableOnnxCompatibleModels;
        private @Nullable Boolean enableStackEnsemble;
        private @Nullable Boolean enableVoteEnsemble;
        private @Nullable String ensembleModelDownloadTimeout;
        private @Nullable StackEnsembleSettingsResponse stackEnsembleSettings;
        public Builder() {}
        public Builder(ClassificationTrainingSettingsResponse defaults) {
    	      Objects.requireNonNull(defaults);
    	      this.allowedTrainingAlgorithms = defaults.allowedTrainingAlgorithms;
    	      this.blockedTrainingAlgorithms = defaults.blockedTrainingAlgorithms;
    	      this.enableDnnTraining = defaults.enableDnnTraining;
    	      this.enableModelExplainability = defaults.enableModelExplainability;
    	      this.enableOnnxCompatibleModels = defaults.enableOnnxCompatibleModels;
    	      this.enableStackEnsemble = defaults.enableStackEnsemble;
    	      this.enableVoteEnsemble = defaults.enableVoteEnsemble;
    	      this.ensembleModelDownloadTimeout = defaults.ensembleModelDownloadTimeout;
    	      this.stackEnsembleSettings = defaults.stackEnsembleSettings;
        }

        @CustomType.Setter
        public Builder allowedTrainingAlgorithms(@Nullable List allowedTrainingAlgorithms) {

            this.allowedTrainingAlgorithms = allowedTrainingAlgorithms;
            return this;
        }
        public Builder allowedTrainingAlgorithms(String... allowedTrainingAlgorithms) {
            return allowedTrainingAlgorithms(List.of(allowedTrainingAlgorithms));
        }
        @CustomType.Setter
        public Builder blockedTrainingAlgorithms(@Nullable List blockedTrainingAlgorithms) {

            this.blockedTrainingAlgorithms = blockedTrainingAlgorithms;
            return this;
        }
        public Builder blockedTrainingAlgorithms(String... blockedTrainingAlgorithms) {
            return blockedTrainingAlgorithms(List.of(blockedTrainingAlgorithms));
        }
        @CustomType.Setter
        public Builder enableDnnTraining(@Nullable Boolean enableDnnTraining) {

            this.enableDnnTraining = enableDnnTraining;
            return this;
        }
        @CustomType.Setter
        public Builder enableModelExplainability(@Nullable Boolean enableModelExplainability) {

            this.enableModelExplainability = enableModelExplainability;
            return this;
        }
        @CustomType.Setter
        public Builder enableOnnxCompatibleModels(@Nullable Boolean enableOnnxCompatibleModels) {

            this.enableOnnxCompatibleModels = enableOnnxCompatibleModels;
            return this;
        }
        @CustomType.Setter
        public Builder enableStackEnsemble(@Nullable Boolean enableStackEnsemble) {

            this.enableStackEnsemble = enableStackEnsemble;
            return this;
        }
        @CustomType.Setter
        public Builder enableVoteEnsemble(@Nullable Boolean enableVoteEnsemble) {

            this.enableVoteEnsemble = enableVoteEnsemble;
            return this;
        }
        @CustomType.Setter
        public Builder ensembleModelDownloadTimeout(@Nullable String ensembleModelDownloadTimeout) {

            this.ensembleModelDownloadTimeout = ensembleModelDownloadTimeout;
            return this;
        }
        @CustomType.Setter
        public Builder stackEnsembleSettings(@Nullable StackEnsembleSettingsResponse stackEnsembleSettings) {

            this.stackEnsembleSettings = stackEnsembleSettings;
            return this;
        }
        public ClassificationTrainingSettingsResponse build() {
            final var _resultValue = new ClassificationTrainingSettingsResponse();
            _resultValue.allowedTrainingAlgorithms = allowedTrainingAlgorithms;
            _resultValue.blockedTrainingAlgorithms = blockedTrainingAlgorithms;
            _resultValue.enableDnnTraining = enableDnnTraining;
            _resultValue.enableModelExplainability = enableModelExplainability;
            _resultValue.enableOnnxCompatibleModels = enableOnnxCompatibleModels;
            _resultValue.enableStackEnsemble = enableStackEnsemble;
            _resultValue.enableVoteEnsemble = enableVoteEnsemble;
            _resultValue.ensembleModelDownloadTimeout = ensembleModelDownloadTimeout;
            _resultValue.stackEnsembleSettings = stackEnsembleSettings;
            return _resultValue;
        }
    }
}