pulumi-google-native-kotlin/com.pulumi.googlenative.ml.v1.kotlin

Package-level declarations

Types

Creates a training or a batch prediction job. Auto-naming is currently not supported for this resource. Note - this resource's API doesn't support deletion. When deleted, the resource will persist on Google Cloud even though it will be deleted from Pulumi state.

JobArgs

data class JobArgs(val etag: Output<String>? = null, val jobId: Output<String>? = null, val labels: Output<Map<String, String>>? = null, val predictionInput: Output<GoogleCloudMlV1__PredictionInputArgs>? = null, val predictionOutput: Output<GoogleCloudMlV1__PredictionOutputArgs>? = null, val project: Output<String>? = null, val trainingInput: Output<GoogleCloudMlV1__TrainingInputArgs>? = null, val trainingOutput: Output<GoogleCloudMlV1__TrainingOutputArgs>? = null) : ConvertibleToJava<JobArgs>

JobArgsBuilder

class JobArgsBuilder

Builder for JobArgs.

JobIamBinding

class JobIamBinding : KotlinCustomResource

Sets the access control policy on the specified resource. Replaces any existing policy. Can return NOT_FOUND, INVALID_ARGUMENT, and PERMISSION_DENIED errors.

JobIamBindingArgs

data class JobIamBindingArgs(val condition: Output<ConditionArgs>? = null, val members: Output<List<String>>? = null, val name: Output<String>? = null, val role: Output<String>? = null) : ConvertibleToJava<JobIamBindingArgs>

Sets the access control policy on the specified resource. Replaces any existing policy. Can return NOT_FOUND, INVALID_ARGUMENT, and PERMISSION_DENIED errors.

JobIamBindingArgsBuilder

class JobIamBindingArgsBuilder

Builder for JobIamBindingArgs.

JobIamBindingMapper

object JobIamBindingMapper : ResourceMapper<JobIamBinding>

JobIamBindingResourceBuilder

class JobIamBindingResourceBuilder

Builder for JobIamBinding.

JobIamMember

class JobIamMember : KotlinCustomResource

Sets the access control policy on the specified resource. Replaces any existing policy. Can return NOT_FOUND, INVALID_ARGUMENT, and PERMISSION_DENIED errors.

JobIamMemberArgs

data class JobIamMemberArgs(val condition: Output<ConditionArgs>? = null, val member: Output<String>? = null, val name: Output<String>? = null, val role: Output<String>? = null) : ConvertibleToJava<JobIamMemberArgs>

Sets the access control policy on the specified resource. Replaces any existing policy. Can return NOT_FOUND, INVALID_ARGUMENT, and PERMISSION_DENIED errors.

JobIamMemberArgsBuilder

class JobIamMemberArgsBuilder

Builder for JobIamMemberArgs.

JobIamMemberMapper

object JobIamMemberMapper : ResourceMapper<JobIamMember>

JobIamMemberResourceBuilder

class JobIamMemberResourceBuilder

Builder for JobIamMember.

JobIamPolicy

class JobIamPolicy : KotlinCustomResource

Sets the access control policy on the specified resource. Replaces any existing policy. Can return NOT_FOUND, INVALID_ARGUMENT, and PERMISSION_DENIED errors. Note - this resource's API doesn't support deletion. When deleted, the resource will persist on Google Cloud even though it will be deleted from Pulumi state.

JobIamPolicyArgs

data class JobIamPolicyArgs(val auditConfigs: Output<List<GoogleIamV1__AuditConfigArgs>>? = null, val bindings: Output<List<GoogleIamV1__BindingArgs>>? = null, val etag: Output<String>? = null, val jobId: Output<String>? = null, val project: Output<String>? = null, val updateMask: Output<String>? = null, val version: Output<Int>? = null) : ConvertibleToJava<JobIamPolicyArgs>

JobIamPolicyArgsBuilder

class JobIamPolicyArgsBuilder

Builder for JobIamPolicyArgs.

JobIamPolicyMapper

object JobIamPolicyMapper : ResourceMapper<JobIamPolicy>

JobIamPolicyResourceBuilder

class JobIamPolicyResourceBuilder

Builder for JobIamPolicy.

JobMapper

object JobMapper : ResourceMapper<Job>

JobResourceBuilder

class JobResourceBuilder

Builder for Job.

Ml_v1Functions

object Ml_v1Functions

Model

class Model : KotlinCustomResource

Creates a model which will later contain one or more versions. You must add at least one version before you can request predictions from the model. Add versions by calling projects.models.versions.create.

ModelArgs

data class ModelArgs(val description: Output<String>? = null, val etag: Output<String>? = null, val labels: Output<Map<String, String>>? = null, val name: Output<String>? = null, val onlinePredictionConsoleLogging: Output<Boolean>? = null, val onlinePredictionLogging: Output<Boolean>? = null, val project: Output<String>? = null, val regions: Output<List<String>>? = null) : ConvertibleToJava<ModelArgs>

ModelArgsBuilder

class ModelArgsBuilder

Builder for ModelArgs.

ModelIamBinding

class ModelIamBinding : KotlinCustomResource

Sets the access control policy on the specified resource. Replaces any existing policy. Can return NOT_FOUND, INVALID_ARGUMENT, and PERMISSION_DENIED errors.

ModelIamBindingArgs

data class ModelIamBindingArgs(val condition: Output<ConditionArgs>? = null, val members: Output<List<String>>? = null, val name: Output<String>? = null, val role: Output<String>? = null) : ConvertibleToJava<ModelIamBindingArgs>

Sets the access control policy on the specified resource. Replaces any existing policy. Can return NOT_FOUND, INVALID_ARGUMENT, and PERMISSION_DENIED errors.

ModelIamBindingArgsBuilder

class ModelIamBindingArgsBuilder

Builder for ModelIamBindingArgs.

ModelIamBindingMapper

object ModelIamBindingMapper : ResourceMapper<ModelIamBinding>

ModelIamBindingResourceBuilder

class ModelIamBindingResourceBuilder

Builder for ModelIamBinding.

ModelIamMember

class ModelIamMember : KotlinCustomResource

Sets the access control policy on the specified resource. Replaces any existing policy. Can return NOT_FOUND, INVALID_ARGUMENT, and PERMISSION_DENIED errors.

ModelIamMemberArgs

data class ModelIamMemberArgs(val condition: Output<ConditionArgs>? = null, val member: Output<String>? = null, val name: Output<String>? = null, val role: Output<String>? = null) : ConvertibleToJava<ModelIamMemberArgs>

Sets the access control policy on the specified resource. Replaces any existing policy. Can return NOT_FOUND, INVALID_ARGUMENT, and PERMISSION_DENIED errors.

ModelIamMemberArgsBuilder

class ModelIamMemberArgsBuilder

Builder for ModelIamMemberArgs.

ModelIamMemberMapper

object ModelIamMemberMapper : ResourceMapper<ModelIamMember>

ModelIamMemberResourceBuilder

class ModelIamMemberResourceBuilder

Builder for ModelIamMember.

ModelIamPolicy

class ModelIamPolicy : KotlinCustomResource

ModelIamPolicyArgs

data class ModelIamPolicyArgs(val auditConfigs: Output<List<GoogleIamV1__AuditConfigArgs>>? = null, val bindings: Output<List<GoogleIamV1__BindingArgs>>? = null, val etag: Output<String>? = null, val modelId: Output<String>? = null, val project: Output<String>? = null, val updateMask: Output<String>? = null, val version: Output<Int>? = null) : ConvertibleToJava<ModelIamPolicyArgs>

ModelIamPolicyArgsBuilder

class ModelIamPolicyArgsBuilder

Builder for ModelIamPolicyArgs.

ModelIamPolicyMapper

object ModelIamPolicyMapper : ResourceMapper<ModelIamPolicy>

ModelIamPolicyResourceBuilder

class ModelIamPolicyResourceBuilder

Builder for ModelIamPolicy.

ModelMapper

object ModelMapper : ResourceMapper<Model>

ModelResourceBuilder

class ModelResourceBuilder

Builder for Model.

Study

class Study : KotlinCustomResource

Creates a study. Auto-naming is currently not supported for this resource.

StudyArgs

data class StudyArgs(val location: Output<String>? = null, val project: Output<String>? = null, val studyConfig: Output<GoogleCloudMlV1__StudyConfigArgs>? = null, val studyId: Output<String>? = null) : ConvertibleToJava<StudyArgs>

Creates a study. Auto-naming is currently not supported for this resource.

StudyArgsBuilder

class StudyArgsBuilder

Builder for StudyArgs.

StudyMapper

object StudyMapper : ResourceMapper<Study>

StudyResourceBuilder

class StudyResourceBuilder

Builder for Study.

Trial

class Trial : KotlinCustomResource

Adds a user provided trial to a study. Auto-naming is currently not supported for this resource.

TrialArgs

data class TrialArgs(val finalMeasurement: Output<GoogleCloudMlV1__MeasurementArgs>? = null, val location: Output<String>? = null, val measurements: Output<List<GoogleCloudMlV1__MeasurementArgs>>? = null, val parameters: Output<List<GoogleCloudMlV1_Trial_ParameterArgs>>? = null, val project: Output<String>? = null, val state: Output<TrialState>? = null, val studyId: Output<String>? = null) : ConvertibleToJava<TrialArgs>

Adds a user provided trial to a study. Auto-naming is currently not supported for this resource.

TrialArgsBuilder

class TrialArgsBuilder

Builder for TrialArgs.

TrialMapper

object TrialMapper : ResourceMapper<Trial>

TrialResourceBuilder

class TrialResourceBuilder

Builder for Trial.

Version

class Version : KotlinCustomResource

Creates a new version of a model from a trained TensorFlow model. If the version created in the cloud by this call is the first deployed version of the specified model, it will be made the default version of the model. When you add a version to a model that already has one or more versions, the default version does not automatically change. If you want a new version to be the default, you must call projects.models.versions.setDefault.

VersionArgs

data class VersionArgs(val acceleratorConfig: Output<GoogleCloudMlV1__AcceleratorConfigArgs>? = null, val autoScaling: Output<GoogleCloudMlV1__AutoScalingArgs>? = null, val container: Output<GoogleCloudMlV1__ContainerSpecArgs>? = null, val deploymentUri: Output<String>? = null, val description: Output<String>? = null, val etag: Output<String>? = null, val explanationConfig: Output<GoogleCloudMlV1__ExplanationConfigArgs>? = null, val framework: Output<VersionFramework>? = null, val labels: Output<Map<String, String>>? = null, val machineType: Output<String>? = null, val manualScaling: Output<GoogleCloudMlV1__ManualScalingArgs>? = null, val modelId: Output<String>? = null, val name: Output<String>? = null, val packageUris: Output<List<String>>? = null, val predictionClass: Output<String>? = null, val project: Output<String>? = null, val pythonVersion: Output<String>? = null, val requestLoggingConfig: Output<GoogleCloudMlV1__RequestLoggingConfigArgs>? = null, val routes: Output<GoogleCloudMlV1__RouteMapArgs>? = null, val runtimeVersion: Output<String>? = null, val serviceAccount: Output<String>? = null) : ConvertibleToJava<VersionArgs>

VersionArgsBuilder

class VersionArgsBuilder

Builder for VersionArgs.

VersionMapper

object VersionMapper : ResourceMapper<Version>

VersionResourceBuilder

class VersionResourceBuilder

Builder for Version.

Functions

job

fun job(name: String): Job

suspend fun job(name: String, block: suspend JobResourceBuilder.() -> Unit): Job

jobIamBinding

fun jobIamBinding(name: String): JobIamBinding

suspend fun jobIamBinding(name: String, block: suspend JobIamBindingResourceBuilder.() -> Unit): JobIamBinding

jobIamMember

fun jobIamMember(name: String): JobIamMember

suspend fun jobIamMember(name: String, block: suspend JobIamMemberResourceBuilder.() -> Unit): JobIamMember

jobIamPolicy

fun jobIamPolicy(name: String): JobIamPolicy

suspend fun jobIamPolicy(name: String, block: suspend JobIamPolicyResourceBuilder.() -> Unit): JobIamPolicy

model

fun model(name: String): Model

suspend fun model(name: String, block: suspend ModelResourceBuilder.() -> Unit): Model

modelIamBinding

fun modelIamBinding(name: String): ModelIamBinding

suspend fun modelIamBinding(name: String, block: suspend ModelIamBindingResourceBuilder.() -> Unit): ModelIamBinding

modelIamMember

fun modelIamMember(name: String): ModelIamMember

suspend fun modelIamMember(name: String, block: suspend ModelIamMemberResourceBuilder.() -> Unit): ModelIamMember

modelIamPolicy

fun modelIamPolicy(name: String): ModelIamPolicy

suspend fun modelIamPolicy(name: String, block: suspend ModelIamPolicyResourceBuilder.() -> Unit): ModelIamPolicy

study

fun study(name: String): Study

suspend fun study(name: String, block: suspend StudyResourceBuilder.() -> Unit): Study

trial

fun trial(name: String): Trial

suspend fun trial(name: String, block: suspend TrialResourceBuilder.() -> Unit): Trial

version

fun version(name: String): Version

suspend fun version(name: String, block: suspend VersionResourceBuilder.() -> Unit): Version