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com.pulumi.azurenative.machinelearningservices.inputs.SweepJobArgs Maven / Gradle / Ivy
A native Pulumi package for creating and managing Azure resources.
// *** 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.inputs;
import com.pulumi.azurenative.machinelearningservices.inputs.AmlTokenArgs;
import com.pulumi.azurenative.machinelearningservices.inputs.BanditPolicyArgs;
import com.pulumi.azurenative.machinelearningservices.inputs.BayesianSamplingAlgorithmArgs;
import com.pulumi.azurenative.machinelearningservices.inputs.CustomModelJobInputArgs;
import com.pulumi.azurenative.machinelearningservices.inputs.CustomModelJobOutputArgs;
import com.pulumi.azurenative.machinelearningservices.inputs.GridSamplingAlgorithmArgs;
import com.pulumi.azurenative.machinelearningservices.inputs.JobServiceArgs;
import com.pulumi.azurenative.machinelearningservices.inputs.LiteralJobInputArgs;
import com.pulumi.azurenative.machinelearningservices.inputs.MLFlowModelJobInputArgs;
import com.pulumi.azurenative.machinelearningservices.inputs.MLFlowModelJobOutputArgs;
import com.pulumi.azurenative.machinelearningservices.inputs.MLTableJobInputArgs;
import com.pulumi.azurenative.machinelearningservices.inputs.MLTableJobOutputArgs;
import com.pulumi.azurenative.machinelearningservices.inputs.ManagedIdentityArgs;
import com.pulumi.azurenative.machinelearningservices.inputs.MedianStoppingPolicyArgs;
import com.pulumi.azurenative.machinelearningservices.inputs.ObjectiveArgs;
import com.pulumi.azurenative.machinelearningservices.inputs.RandomSamplingAlgorithmArgs;
import com.pulumi.azurenative.machinelearningservices.inputs.SweepJobLimitsArgs;
import com.pulumi.azurenative.machinelearningservices.inputs.TrialComponentArgs;
import com.pulumi.azurenative.machinelearningservices.inputs.TritonModelJobInputArgs;
import com.pulumi.azurenative.machinelearningservices.inputs.TritonModelJobOutputArgs;
import com.pulumi.azurenative.machinelearningservices.inputs.TruncationSelectionPolicyArgs;
import com.pulumi.azurenative.machinelearningservices.inputs.UriFileJobInputArgs;
import com.pulumi.azurenative.machinelearningservices.inputs.UriFileJobOutputArgs;
import com.pulumi.azurenative.machinelearningservices.inputs.UriFolderJobInputArgs;
import com.pulumi.azurenative.machinelearningservices.inputs.UriFolderJobOutputArgs;
import com.pulumi.azurenative.machinelearningservices.inputs.UserIdentityArgs;
import com.pulumi.core.Output;
import com.pulumi.core.annotations.Import;
import com.pulumi.core.internal.Codegen;
import com.pulumi.exceptions.MissingRequiredPropertyException;
import java.lang.Boolean;
import java.lang.Object;
import java.lang.String;
import java.util.Map;
import java.util.Objects;
import java.util.Optional;
import javax.annotation.Nullable;
/**
* Sweep job definition.
*
*/
public final class SweepJobArgs extends com.pulumi.resources.ResourceArgs {
public static final SweepJobArgs Empty = new SweepJobArgs();
/**
* ARM resource ID of the component resource.
*
*/
@Import(name="componentId")
private @Nullable Output componentId;
/**
* @return ARM resource ID of the component resource.
*
*/
public Optional> componentId() {
return Optional.ofNullable(this.componentId);
}
/**
* ARM resource ID of the compute resource.
*
*/
@Import(name="computeId")
private @Nullable Output computeId;
/**
* @return ARM resource ID of the compute resource.
*
*/
public Optional> computeId() {
return Optional.ofNullable(this.computeId);
}
/**
* The asset description text.
*
*/
@Import(name="description")
private @Nullable Output description;
/**
* @return The asset description text.
*
*/
public Optional> description() {
return Optional.ofNullable(this.description);
}
/**
* Display name of job.
*
*/
@Import(name="displayName")
private @Nullable Output displayName;
/**
* @return Display name of job.
*
*/
public Optional> displayName() {
return Optional.ofNullable(this.displayName);
}
/**
* Early termination policies enable canceling poor-performing runs before they complete
*
*/
@Import(name="earlyTermination")
private @Nullable Output earlyTermination;
/**
* @return Early termination policies enable canceling poor-performing runs before they complete
*
*/
public Optional> earlyTermination() {
return Optional.ofNullable(this.earlyTermination);
}
/**
* The name of the experiment the job belongs to. If not set, the job is placed in the "Default" experiment.
*
*/
@Import(name="experimentName")
private @Nullable Output experimentName;
/**
* @return The name of the experiment the job belongs to. If not set, the job is placed in the "Default" experiment.
*
*/
public Optional> experimentName() {
return Optional.ofNullable(this.experimentName);
}
/**
* Identity configuration. If set, this should be one of AmlToken, ManagedIdentity, UserIdentity or null.
* Defaults to AmlToken if null.
*
*/
@Import(name="identity")
private @Nullable Output identity;
/**
* @return Identity configuration. If set, this should be one of AmlToken, ManagedIdentity, UserIdentity or null.
* Defaults to AmlToken if null.
*
*/
public Optional> identity() {
return Optional.ofNullable(this.identity);
}
/**
* Mapping of input data bindings used in the job.
*
*/
@Import(name="inputs")
private @Nullable Output> inputs;
/**
* @return Mapping of input data bindings used in the job.
*
*/
public Optional>> inputs() {
return Optional.ofNullable(this.inputs);
}
/**
* Is the asset archived?
*
*/
@Import(name="isArchived")
private @Nullable Output isArchived;
/**
* @return Is the asset archived?
*
*/
public Optional> isArchived() {
return Optional.ofNullable(this.isArchived);
}
/**
* Enum to determine the type of job.
* Expected value is 'Sweep'.
*
*/
@Import(name="jobType", required=true)
private Output jobType;
/**
* @return Enum to determine the type of job.
* Expected value is 'Sweep'.
*
*/
public Output jobType() {
return this.jobType;
}
/**
* Sweep Job limit.
*
*/
@Import(name="limits")
private @Nullable Output limits;
/**
* @return Sweep Job limit.
*
*/
public Optional> limits() {
return Optional.ofNullable(this.limits);
}
/**
* [Required] Optimization objective.
*
*/
@Import(name="objective", required=true)
private Output objective;
/**
* @return [Required] Optimization objective.
*
*/
public Output objective() {
return this.objective;
}
/**
* Mapping of output data bindings used in the job.
*
*/
@Import(name="outputs")
private @Nullable Output> outputs;
/**
* @return Mapping of output data bindings used in the job.
*
*/
public Optional>> outputs() {
return Optional.ofNullable(this.outputs);
}
/**
* The asset property dictionary.
*
*/
@Import(name="properties")
private @Nullable Output> properties;
/**
* @return The asset property dictionary.
*
*/
public Optional>> properties() {
return Optional.ofNullable(this.properties);
}
/**
* [Required] The hyperparameter sampling algorithm
*
*/
@Import(name="samplingAlgorithm", required=true)
private Output samplingAlgorithm;
/**
* @return [Required] The hyperparameter sampling algorithm
*
*/
public Output samplingAlgorithm() {
return this.samplingAlgorithm;
}
/**
* [Required] A dictionary containing each parameter and its distribution. The dictionary key is the name of the parameter
*
*/
@Import(name="searchSpace", required=true)
private Output searchSpace;
/**
* @return [Required] A dictionary containing each parameter and its distribution. The dictionary key is the name of the parameter
*
*/
public Output searchSpace() {
return this.searchSpace;
}
/**
* List of JobEndpoints.
* For local jobs, a job endpoint will have an endpoint value of FileStreamObject.
*
*/
@Import(name="services")
private @Nullable Output> services;
/**
* @return List of JobEndpoints.
* For local jobs, a job endpoint will have an endpoint value of FileStreamObject.
*
*/
public Optional>> services() {
return Optional.ofNullable(this.services);
}
/**
* Tag dictionary. Tags can be added, removed, and updated.
*
*/
@Import(name="tags")
private @Nullable Output> tags;
/**
* @return Tag dictionary. Tags can be added, removed, and updated.
*
*/
public Optional>> tags() {
return Optional.ofNullable(this.tags);
}
/**
* [Required] Trial component definition.
*
*/
@Import(name="trial", required=true)
private Output trial;
/**
* @return [Required] Trial component definition.
*
*/
public Output trial() {
return this.trial;
}
private SweepJobArgs() {}
private SweepJobArgs(SweepJobArgs $) {
this.componentId = $.componentId;
this.computeId = $.computeId;
this.description = $.description;
this.displayName = $.displayName;
this.earlyTermination = $.earlyTermination;
this.experimentName = $.experimentName;
this.identity = $.identity;
this.inputs = $.inputs;
this.isArchived = $.isArchived;
this.jobType = $.jobType;
this.limits = $.limits;
this.objective = $.objective;
this.outputs = $.outputs;
this.properties = $.properties;
this.samplingAlgorithm = $.samplingAlgorithm;
this.searchSpace = $.searchSpace;
this.services = $.services;
this.tags = $.tags;
this.trial = $.trial;
}
public static Builder builder() {
return new Builder();
}
public static Builder builder(SweepJobArgs defaults) {
return new Builder(defaults);
}
public static final class Builder {
private SweepJobArgs $;
public Builder() {
$ = new SweepJobArgs();
}
public Builder(SweepJobArgs defaults) {
$ = new SweepJobArgs(Objects.requireNonNull(defaults));
}
/**
* @param componentId ARM resource ID of the component resource.
*
* @return builder
*
*/
public Builder componentId(@Nullable Output componentId) {
$.componentId = componentId;
return this;
}
/**
* @param componentId ARM resource ID of the component resource.
*
* @return builder
*
*/
public Builder componentId(String componentId) {
return componentId(Output.of(componentId));
}
/**
* @param computeId ARM resource ID of the compute resource.
*
* @return builder
*
*/
public Builder computeId(@Nullable Output computeId) {
$.computeId = computeId;
return this;
}
/**
* @param computeId ARM resource ID of the compute resource.
*
* @return builder
*
*/
public Builder computeId(String computeId) {
return computeId(Output.of(computeId));
}
/**
* @param description The asset description text.
*
* @return builder
*
*/
public Builder description(@Nullable Output description) {
$.description = description;
return this;
}
/**
* @param description The asset description text.
*
* @return builder
*
*/
public Builder description(String description) {
return description(Output.of(description));
}
/**
* @param displayName Display name of job.
*
* @return builder
*
*/
public Builder displayName(@Nullable Output displayName) {
$.displayName = displayName;
return this;
}
/**
* @param displayName Display name of job.
*
* @return builder
*
*/
public Builder displayName(String displayName) {
return displayName(Output.of(displayName));
}
/**
* @param earlyTermination Early termination policies enable canceling poor-performing runs before they complete
*
* @return builder
*
*/
public Builder earlyTermination(@Nullable Output earlyTermination) {
$.earlyTermination = earlyTermination;
return this;
}
/**
* @param earlyTermination Early termination policies enable canceling poor-performing runs before they complete
*
* @return builder
*
*/
public Builder earlyTermination(Object earlyTermination) {
return earlyTermination(Output.of(earlyTermination));
}
/**
* @param experimentName The name of the experiment the job belongs to. If not set, the job is placed in the "Default" experiment.
*
* @return builder
*
*/
public Builder experimentName(@Nullable Output experimentName) {
$.experimentName = experimentName;
return this;
}
/**
* @param experimentName The name of the experiment the job belongs to. If not set, the job is placed in the "Default" experiment.
*
* @return builder
*
*/
public Builder experimentName(String experimentName) {
return experimentName(Output.of(experimentName));
}
/**
* @param identity Identity configuration. If set, this should be one of AmlToken, ManagedIdentity, UserIdentity or null.
* Defaults to AmlToken if null.
*
* @return builder
*
*/
public Builder identity(@Nullable Output identity) {
$.identity = identity;
return this;
}
/**
* @param identity Identity configuration. If set, this should be one of AmlToken, ManagedIdentity, UserIdentity or null.
* Defaults to AmlToken if null.
*
* @return builder
*
*/
public Builder identity(Object identity) {
return identity(Output.of(identity));
}
/**
* @param inputs Mapping of input data bindings used in the job.
*
* @return builder
*
*/
public Builder inputs(@Nullable Output> inputs) {
$.inputs = inputs;
return this;
}
/**
* @param inputs Mapping of input data bindings used in the job.
*
* @return builder
*
*/
public Builder inputs(Map inputs) {
return inputs(Output.of(inputs));
}
/**
* @param isArchived Is the asset archived?
*
* @return builder
*
*/
public Builder isArchived(@Nullable Output isArchived) {
$.isArchived = isArchived;
return this;
}
/**
* @param isArchived Is the asset archived?
*
* @return builder
*
*/
public Builder isArchived(Boolean isArchived) {
return isArchived(Output.of(isArchived));
}
/**
* @param jobType Enum to determine the type of job.
* Expected value is 'Sweep'.
*
* @return builder
*
*/
public Builder jobType(Output jobType) {
$.jobType = jobType;
return this;
}
/**
* @param jobType Enum to determine the type of job.
* Expected value is 'Sweep'.
*
* @return builder
*
*/
public Builder jobType(String jobType) {
return jobType(Output.of(jobType));
}
/**
* @param limits Sweep Job limit.
*
* @return builder
*
*/
public Builder limits(@Nullable Output limits) {
$.limits = limits;
return this;
}
/**
* @param limits Sweep Job limit.
*
* @return builder
*
*/
public Builder limits(SweepJobLimitsArgs limits) {
return limits(Output.of(limits));
}
/**
* @param objective [Required] Optimization objective.
*
* @return builder
*
*/
public Builder objective(Output objective) {
$.objective = objective;
return this;
}
/**
* @param objective [Required] Optimization objective.
*
* @return builder
*
*/
public Builder objective(ObjectiveArgs objective) {
return objective(Output.of(objective));
}
/**
* @param outputs Mapping of output data bindings used in the job.
*
* @return builder
*
*/
public Builder outputs(@Nullable Output> outputs) {
$.outputs = outputs;
return this;
}
/**
* @param outputs Mapping of output data bindings used in the job.
*
* @return builder
*
*/
public Builder outputs(Map outputs) {
return outputs(Output.of(outputs));
}
/**
* @param properties The asset property dictionary.
*
* @return builder
*
*/
public Builder properties(@Nullable Output> properties) {
$.properties = properties;
return this;
}
/**
* @param properties The asset property dictionary.
*
* @return builder
*
*/
public Builder properties(Map properties) {
return properties(Output.of(properties));
}
/**
* @param samplingAlgorithm [Required] The hyperparameter sampling algorithm
*
* @return builder
*
*/
public Builder samplingAlgorithm(Output samplingAlgorithm) {
$.samplingAlgorithm = samplingAlgorithm;
return this;
}
/**
* @param samplingAlgorithm [Required] The hyperparameter sampling algorithm
*
* @return builder
*
*/
public Builder samplingAlgorithm(Object samplingAlgorithm) {
return samplingAlgorithm(Output.of(samplingAlgorithm));
}
/**
* @param searchSpace [Required] A dictionary containing each parameter and its distribution. The dictionary key is the name of the parameter
*
* @return builder
*
*/
public Builder searchSpace(Output searchSpace) {
$.searchSpace = searchSpace;
return this;
}
/**
* @param searchSpace [Required] A dictionary containing each parameter and its distribution. The dictionary key is the name of the parameter
*
* @return builder
*
*/
public Builder searchSpace(Object searchSpace) {
return searchSpace(Output.of(searchSpace));
}
/**
* @param services List of JobEndpoints.
* For local jobs, a job endpoint will have an endpoint value of FileStreamObject.
*
* @return builder
*
*/
public Builder services(@Nullable Output> services) {
$.services = services;
return this;
}
/**
* @param services List of JobEndpoints.
* For local jobs, a job endpoint will have an endpoint value of FileStreamObject.
*
* @return builder
*
*/
public Builder services(Map services) {
return services(Output.of(services));
}
/**
* @param tags Tag dictionary. Tags can be added, removed, and updated.
*
* @return builder
*
*/
public Builder tags(@Nullable Output> tags) {
$.tags = tags;
return this;
}
/**
* @param tags Tag dictionary. Tags can be added, removed, and updated.
*
* @return builder
*
*/
public Builder tags(Map tags) {
return tags(Output.of(tags));
}
/**
* @param trial [Required] Trial component definition.
*
* @return builder
*
*/
public Builder trial(Output trial) {
$.trial = trial;
return this;
}
/**
* @param trial [Required] Trial component definition.
*
* @return builder
*
*/
public Builder trial(TrialComponentArgs trial) {
return trial(Output.of(trial));
}
public SweepJobArgs build() {
$.experimentName = Codegen.stringProp("experimentName").output().arg($.experimentName).def("Default").getNullable();
$.isArchived = Codegen.booleanProp("isArchived").output().arg($.isArchived).def(false).getNullable();
$.jobType = Codegen.stringProp("jobType").output().arg($.jobType).require();
if ($.objective == null) {
throw new MissingRequiredPropertyException("SweepJobArgs", "objective");
}
if ($.samplingAlgorithm == null) {
throw new MissingRequiredPropertyException("SweepJobArgs", "samplingAlgorithm");
}
if ($.searchSpace == null) {
throw new MissingRequiredPropertyException("SweepJobArgs", "searchSpace");
}
if ($.trial == null) {
throw new MissingRequiredPropertyException("SweepJobArgs", "trial");
}
return $;
}
}
}
