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Build cloud applications and infrastructure by combining the safety and reliability of infrastructure as code with the power of the Kotlin programming language.
@file:Suppress("NAME_SHADOWING", "DEPRECATION")
package com.pulumi.azurenative.machinelearningservices.kotlin
import com.pulumi.azurenative.machinelearningservices.MachineLearningDatasetArgs.builder
import com.pulumi.azurenative.machinelearningservices.kotlin.enums.DatasetType
import com.pulumi.azurenative.machinelearningservices.kotlin.inputs.DatasetCreateRequestParametersArgs
import com.pulumi.azurenative.machinelearningservices.kotlin.inputs.DatasetCreateRequestParametersArgsBuilder
import com.pulumi.azurenative.machinelearningservices.kotlin.inputs.DatasetCreateRequestRegistrationArgs
import com.pulumi.azurenative.machinelearningservices.kotlin.inputs.DatasetCreateRequestRegistrationArgsBuilder
import com.pulumi.azurenative.machinelearningservices.kotlin.inputs.DatasetCreateRequestTimeSeriesArgs
import com.pulumi.azurenative.machinelearningservices.kotlin.inputs.DatasetCreateRequestTimeSeriesArgsBuilder
import com.pulumi.core.Either
import com.pulumi.core.Output
import com.pulumi.core.Output.of
import com.pulumi.kotlin.ConvertibleToJava
import com.pulumi.kotlin.PulumiTagMarker
import com.pulumi.kotlin.applySuspend
import kotlin.Boolean
import kotlin.String
import kotlin.Suppress
import kotlin.Unit
import kotlin.jvm.JvmName
/**
* Machine Learning dataset object wrapped into ARM resource envelope.
* Azure REST API version: 2020-05-01-preview. Prior API version in Azure Native 1.x: 2020-05-01-preview.
* ## Example Usage
* ### Create Dataset
* ```csharp
* using System.Collections.Generic;
* using System.Linq;
* using Pulumi;
* using AzureNative = Pulumi.AzureNative;
* return await Deployment.RunAsync(() =>
* {
* var machineLearningDataset = new AzureNative.MachineLearningServices.MachineLearningDataset("machineLearningDataset", new()
* {
* DatasetName = "datasetName123",
* DatasetType = AzureNative.MachineLearningServices.DatasetType.File,
* Parameters = new AzureNative.MachineLearningServices.Inputs.DatasetCreateRequestParametersArgs
* {
* Path = new AzureNative.MachineLearningServices.Inputs.DatasetCreateRequestPathArgs
* {
* DataPath = new AzureNative.MachineLearningServices.Inputs.DatasetCreateRequestDataPathArgs
* {
* DatastoreName = "testblobfromarm",
* RelativePath = "UI/03-26-2020_083359_UTC/latin1encoding.csv",
* },
* },
* },
* Registration = new AzureNative.MachineLearningServices.Inputs.DatasetCreateRequestRegistrationArgs
* {
* Description = "test description",
* Name = "datasetName123",
* },
* ResourceGroupName = "acjain-mleastUS2",
* SkipValidation = false,
* WorkspaceName = "acjain-mleastUS2",
* });
* });
* ```
* ```go
* package main
* import (
* machinelearningservices "github.com/pulumi/pulumi-azure-native-sdk/machinelearningservices/v2"
* "github.com/pulumi/pulumi/sdk/v3/go/pulumi"
* )
* func main() {
* pulumi.Run(func(ctx *pulumi.Context) error {
* _, err := machinelearningservices.NewMachineLearningDataset(ctx, "machineLearningDataset", &machinelearningservices.MachineLearningDatasetArgs{
* DatasetName: pulumi.String("datasetName123"),
* DatasetType: pulumi.String(machinelearningservices.DatasetTypeFile),
* Parameters: &machinelearningservices.DatasetCreateRequestParametersArgs{
* Path: &machinelearningservices.DatasetCreateRequestPathArgs{
* DataPath: &machinelearningservices.DatasetCreateRequestDataPathArgs{
* DatastoreName: pulumi.String("testblobfromarm"),
* RelativePath: pulumi.String("UI/03-26-2020_083359_UTC/latin1encoding.csv"),
* },
* },
* },
* Registration: &machinelearningservices.DatasetCreateRequestRegistrationArgs{
* Description: pulumi.String("test description"),
* Name: pulumi.String("datasetName123"),
* },
* ResourceGroupName: pulumi.String("acjain-mleastUS2"),
* SkipValidation: pulumi.Bool(false),
* WorkspaceName: pulumi.String("acjain-mleastUS2"),
* })
* if err != nil {
* return err
* }
* return nil
* })
* }
* ```
* ```java
* package generated_program;
* import com.pulumi.Context;
* import com.pulumi.Pulumi;
* import com.pulumi.core.Output;
* import com.pulumi.azurenative.machinelearningservices.MachineLearningDataset;
* import com.pulumi.azurenative.machinelearningservices.MachineLearningDatasetArgs;
* import com.pulumi.azurenative.machinelearningservices.inputs.DatasetCreateRequestParametersArgs;
* import com.pulumi.azurenative.machinelearningservices.inputs.DatasetCreateRequestPathArgs;
* import com.pulumi.azurenative.machinelearningservices.inputs.DatasetCreateRequestDataPathArgs;
* import com.pulumi.azurenative.machinelearningservices.inputs.DatasetCreateRequestRegistrationArgs;
* import java.util.List;
* import java.util.ArrayList;
* import java.util.Map;
* import java.io.File;
* import java.nio.file.Files;
* import java.nio.file.Paths;
* public class App {
* public static void main(String[] args) {
* Pulumi.run(App::stack);
* }
* public static void stack(Context ctx) {
* var machineLearningDataset = new MachineLearningDataset("machineLearningDataset", MachineLearningDatasetArgs.builder()
* .datasetName("datasetName123")
* .datasetType("file")
* .parameters(DatasetCreateRequestParametersArgs.builder()
* .path(DatasetCreateRequestPathArgs.builder()
* .dataPath(DatasetCreateRequestDataPathArgs.builder()
* .datastoreName("testblobfromarm")
* .relativePath("UI/03-26-2020_083359_UTC/latin1encoding.csv")
* .build())
* .build())
* .build())
* .registration(DatasetCreateRequestRegistrationArgs.builder()
* .description("test description")
* .name("datasetName123")
* .build())
* .resourceGroupName("acjain-mleastUS2")
* .skipValidation(false)
* .workspaceName("acjain-mleastUS2")
* .build());
* }
* }
* ```
* ## Import
* An existing resource can be imported using its type token, name, and identifier, e.g.
* ```sh
* $ pulumi import azure-native:machinelearningservices:MachineLearningDataset datasetName123 /subscriptions/{subscriptionId}/resourceGroups/{resourceGroupName}/providers/Microsoft.MachineLearningServices/workspaces/{workspaceName}/datasets/{datasetName}
* ```
* @property datasetName The Dataset name.
* @property datasetType Specifies dataset type.
* @property parameters
* @property registration
* @property resourceGroupName Name of the resource group in which workspace is located.
* @property skipValidation Skip validation that ensures data can be loaded from the dataset before registration.
* @property timeSeries
* @property workspaceName Name of Azure Machine Learning workspace.
*/
public data class MachineLearningDatasetArgs(
public val datasetName: Output? = null,
public val datasetType: Output>? = null,
public val parameters: Output? = null,
public val registration: Output? = null,
public val resourceGroupName: Output? = null,
public val skipValidation: Output? = null,
public val timeSeries: Output? = null,
public val workspaceName: Output? = null,
) : ConvertibleToJava {
override fun toJava(): com.pulumi.azurenative.machinelearningservices.MachineLearningDatasetArgs =
com.pulumi.azurenative.machinelearningservices.MachineLearningDatasetArgs.builder()
.datasetName(datasetName?.applyValue({ args0 -> args0 }))
.datasetType(
datasetType?.applyValue({ args0 ->
args0.transform({ args0 -> args0 }, { args0 ->
args0.let({ args0 -> args0.toJava() })
})
}),
)
.parameters(parameters?.applyValue({ args0 -> args0.let({ args0 -> args0.toJava() }) }))
.registration(registration?.applyValue({ args0 -> args0.let({ args0 -> args0.toJava() }) }))
.resourceGroupName(resourceGroupName?.applyValue({ args0 -> args0 }))
.skipValidation(skipValidation?.applyValue({ args0 -> args0 }))
.timeSeries(timeSeries?.applyValue({ args0 -> args0.let({ args0 -> args0.toJava() }) }))
.workspaceName(workspaceName?.applyValue({ args0 -> args0 })).build()
}
/**
* Builder for [MachineLearningDatasetArgs].
*/
@PulumiTagMarker
public class MachineLearningDatasetArgsBuilder internal constructor() {
private var datasetName: Output? = null
private var datasetType: Output>? = null
private var parameters: Output? = null
private var registration: Output? = null
private var resourceGroupName: Output? = null
private var skipValidation: Output? = null
private var timeSeries: Output? = null
private var workspaceName: Output? = null
/**
* @param value The Dataset name.
*/
@JvmName("wqobxpljixfjyxkn")
public suspend fun datasetName(`value`: Output) {
this.datasetName = value
}
/**
* @param value Specifies dataset type.
*/
@JvmName("kgdwaibndiexjiru")
public suspend fun datasetType(`value`: Output>) {
this.datasetType = value
}
/**
* @param value
*/
@JvmName("heumxqnjkxqmucoa")
public suspend fun parameters(`value`: Output) {
this.parameters = value
}
/**
* @param value
*/
@JvmName("gfyqdywtcssisbcj")
public suspend fun registration(`value`: Output) {
this.registration = value
}
/**
* @param value Name of the resource group in which workspace is located.
*/
@JvmName("onejjlkfmjqmmraq")
public suspend fun resourceGroupName(`value`: Output) {
this.resourceGroupName = value
}
/**
* @param value Skip validation that ensures data can be loaded from the dataset before registration.
*/
@JvmName("tckfsjajpfaxxcxd")
public suspend fun skipValidation(`value`: Output) {
this.skipValidation = value
}
/**
* @param value
*/
@JvmName("qytwfqtjttmutpbx")
public suspend fun timeSeries(`value`: Output) {
this.timeSeries = value
}
/**
* @param value Name of Azure Machine Learning workspace.
*/
@JvmName("yinaxhikabyfhtuo")
public suspend fun workspaceName(`value`: Output) {
this.workspaceName = value
}
/**
* @param value The Dataset name.
*/
@JvmName("itfverpgqktampsh")
public suspend fun datasetName(`value`: String?) {
val toBeMapped = value
val mapped = toBeMapped?.let({ args0 -> of(args0) })
this.datasetName = mapped
}
/**
* @param value Specifies dataset type.
*/
@JvmName("xsexqpkaffijkslm")
public suspend fun datasetType(`value`: Either?) {
val toBeMapped = value
val mapped = toBeMapped?.let({ args0 -> of(args0) })
this.datasetType = mapped
}
/**
* @param value Specifies dataset type.
*/
@JvmName("gvnggetglywvgfsh")
public fun datasetType(`value`: String) {
val toBeMapped = Either.ofLeft(value)
val mapped = toBeMapped.let({ args0 -> of(args0) })
this.datasetType = mapped
}
/**
* @param value Specifies dataset type.
*/
@JvmName("njgaakpijcgiepjs")
public fun datasetType(`value`: DatasetType) {
val toBeMapped = Either.ofRight(value)
val mapped = toBeMapped.let({ args0 -> of(args0) })
this.datasetType = mapped
}
/**
* @param value
*/
@JvmName("ddxjtflkiinjhwot")
public suspend fun parameters(`value`: DatasetCreateRequestParametersArgs?) {
val toBeMapped = value
val mapped = toBeMapped?.let({ args0 -> of(args0) })
this.parameters = mapped
}
/**
* @param argument
*/
@JvmName("sgiqscouelewagjk")
public suspend fun parameters(argument: suspend DatasetCreateRequestParametersArgsBuilder.() -> Unit) {
val toBeMapped = DatasetCreateRequestParametersArgsBuilder().applySuspend { argument() }.build()
val mapped = of(toBeMapped)
this.parameters = mapped
}
/**
* @param value
*/
@JvmName("drvvmmcupqnhrlhu")
public suspend fun registration(`value`: DatasetCreateRequestRegistrationArgs?) {
val toBeMapped = value
val mapped = toBeMapped?.let({ args0 -> of(args0) })
this.registration = mapped
}
/**
* @param argument
*/
@JvmName("tplskxbwmoesdjpn")
public suspend fun registration(argument: suspend DatasetCreateRequestRegistrationArgsBuilder.() -> Unit) {
val toBeMapped = DatasetCreateRequestRegistrationArgsBuilder().applySuspend {
argument()
}.build()
val mapped = of(toBeMapped)
this.registration = mapped
}
/**
* @param value Name of the resource group in which workspace is located.
*/
@JvmName("hbgychsjrlapddqc")
public suspend fun resourceGroupName(`value`: String?) {
val toBeMapped = value
val mapped = toBeMapped?.let({ args0 -> of(args0) })
this.resourceGroupName = mapped
}
/**
* @param value Skip validation that ensures data can be loaded from the dataset before registration.
*/
@JvmName("fjcyykjwhuqtlobp")
public suspend fun skipValidation(`value`: Boolean?) {
val toBeMapped = value
val mapped = toBeMapped?.let({ args0 -> of(args0) })
this.skipValidation = mapped
}
/**
* @param value
*/
@JvmName("oojkyhvhphqyeici")
public suspend fun timeSeries(`value`: DatasetCreateRequestTimeSeriesArgs?) {
val toBeMapped = value
val mapped = toBeMapped?.let({ args0 -> of(args0) })
this.timeSeries = mapped
}
/**
* @param argument
*/
@JvmName("rmawngfyioowwghj")
public suspend fun timeSeries(argument: suspend DatasetCreateRequestTimeSeriesArgsBuilder.() -> Unit) {
val toBeMapped = DatasetCreateRequestTimeSeriesArgsBuilder().applySuspend { argument() }.build()
val mapped = of(toBeMapped)
this.timeSeries = mapped
}
/**
* @param value Name of Azure Machine Learning workspace.
*/
@JvmName("unasqcocuggilokj")
public suspend fun workspaceName(`value`: String?) {
val toBeMapped = value
val mapped = toBeMapped?.let({ args0 -> of(args0) })
this.workspaceName = mapped
}
internal fun build(): MachineLearningDatasetArgs = MachineLearningDatasetArgs(
datasetName = datasetName,
datasetType = datasetType,
parameters = parameters,
registration = registration,
resourceGroupName = resourceGroupName,
skipValidation = skipValidation,
timeSeries = timeSeries,
workspaceName = workspaceName,
)
}
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