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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.gcp.ml.kotlin
import com.pulumi.core.Output
import com.pulumi.core.Output.of
import com.pulumi.gcp.ml.EngineModelArgs.builder
import com.pulumi.gcp.ml.kotlin.inputs.EngineModelDefaultVersionArgs
import com.pulumi.gcp.ml.kotlin.inputs.EngineModelDefaultVersionArgsBuilder
import com.pulumi.kotlin.ConvertibleToJava
import com.pulumi.kotlin.PulumiTagMarker
import com.pulumi.kotlin.applySuspend
import kotlin.Boolean
import kotlin.Pair
import kotlin.String
import kotlin.Suppress
import kotlin.Unit
import kotlin.collections.Map
import kotlin.jvm.JvmName
/**
* Represents a machine learning solution.
* A model can have multiple versions, each of which is a deployed, trained model
* ready to receive prediction requests. The model itself is just a container.
* To get more information about Model, see:
* * [API documentation](https://cloud.google.com/ai-platform/prediction/docs/reference/rest/v1/projects.models)
* * How-to Guides
* * [Official Documentation](https://cloud.google.com/ai-platform/prediction/docs/deploying-models)
* ## Example Usage
* ### Ml Model Basic
*
* ```typescript
* import * as pulumi from "@pulumi/pulumi";
* import * as gcp from "@pulumi/gcp";
* const _default = new gcp.ml.EngineModel("default", {
* name: "default",
* description: "My model",
* regions: "us-central1",
* });
* ```
* ```python
* import pulumi
* import pulumi_gcp as gcp
* default = gcp.ml.EngineModel("default",
* name="default",
* description="My model",
* regions="us-central1")
* ```
* ```csharp
* using System.Collections.Generic;
* using System.Linq;
* using Pulumi;
* using Gcp = Pulumi.Gcp;
* return await Deployment.RunAsync(() =>
* {
* var @default = new Gcp.ML.EngineModel("default", new()
* {
* Name = "default",
* Description = "My model",
* Regions = "us-central1",
* });
* });
* ```
* ```go
* package main
* import (
* "github.com/pulumi/pulumi-gcp/sdk/v7/go/gcp/ml"
* "github.com/pulumi/pulumi/sdk/v3/go/pulumi"
* )
* func main() {
* pulumi.Run(func(ctx *pulumi.Context) error {
* _, err := ml.NewEngineModel(ctx, "default", &ml.EngineModelArgs{
* Name: pulumi.String("default"),
* Description: pulumi.String("My model"),
* Regions: pulumi.String("us-central1"),
* })
* 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.gcp.ml.EngineModel;
* import com.pulumi.gcp.ml.EngineModelArgs;
* 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 default_ = new EngineModel("default", EngineModelArgs.builder()
* .name("default")
* .description("My model")
* .regions("us-central1")
* .build());
* }
* }
* ```
* ```yaml
* resources:
* default:
* type: gcp:ml:EngineModel
* properties:
* name: default
* description: My model
* regions: us-central1
* ```
*
* ### Ml Model Full
*
* ```typescript
* import * as pulumi from "@pulumi/pulumi";
* import * as gcp from "@pulumi/gcp";
* const _default = new gcp.ml.EngineModel("default", {
* name: "default",
* description: "My model",
* regions: "us-central1",
* labels: {
* my_model: "foo",
* },
* onlinePredictionLogging: true,
* onlinePredictionConsoleLogging: true,
* });
* ```
* ```python
* import pulumi
* import pulumi_gcp as gcp
* default = gcp.ml.EngineModel("default",
* name="default",
* description="My model",
* regions="us-central1",
* labels={
* "my_model": "foo",
* },
* online_prediction_logging=True,
* online_prediction_console_logging=True)
* ```
* ```csharp
* using System.Collections.Generic;
* using System.Linq;
* using Pulumi;
* using Gcp = Pulumi.Gcp;
* return await Deployment.RunAsync(() =>
* {
* var @default = new Gcp.ML.EngineModel("default", new()
* {
* Name = "default",
* Description = "My model",
* Regions = "us-central1",
* Labels =
* {
* { "my_model", "foo" },
* },
* OnlinePredictionLogging = true,
* OnlinePredictionConsoleLogging = true,
* });
* });
* ```
* ```go
* package main
* import (
* "github.com/pulumi/pulumi-gcp/sdk/v7/go/gcp/ml"
* "github.com/pulumi/pulumi/sdk/v3/go/pulumi"
* )
* func main() {
* pulumi.Run(func(ctx *pulumi.Context) error {
* _, err := ml.NewEngineModel(ctx, "default", &ml.EngineModelArgs{
* Name: pulumi.String("default"),
* Description: pulumi.String("My model"),
* Regions: pulumi.String("us-central1"),
* Labels: pulumi.StringMap{
* "my_model": pulumi.String("foo"),
* },
* OnlinePredictionLogging: pulumi.Bool(true),
* OnlinePredictionConsoleLogging: pulumi.Bool(true),
* })
* 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.gcp.ml.EngineModel;
* import com.pulumi.gcp.ml.EngineModelArgs;
* 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 default_ = new EngineModel("default", EngineModelArgs.builder()
* .name("default")
* .description("My model")
* .regions("us-central1")
* .labels(Map.of("my_model", "foo"))
* .onlinePredictionLogging(true)
* .onlinePredictionConsoleLogging(true)
* .build());
* }
* }
* ```
* ```yaml
* resources:
* default:
* type: gcp:ml:EngineModel
* properties:
* name: default
* description: My model
* regions: us-central1
* labels:
* my_model: foo
* onlinePredictionLogging: true
* onlinePredictionConsoleLogging: true
* ```
*
* ## Import
* Model can be imported using any of these accepted formats:
* * `projects/{{project}}/models/{{name}}`
* * `{{project}}/{{name}}`
* * `{{name}}`
* When using the `pulumi import` command, Model can be imported using one of the formats above. For example:
* ```sh
* $ pulumi import gcp:ml/engineModel:EngineModel default projects/{{project}}/models/{{name}}
* ```
* ```sh
* $ pulumi import gcp:ml/engineModel:EngineModel default {{project}}/{{name}}
* ```
* ```sh
* $ pulumi import gcp:ml/engineModel:EngineModel default {{name}}
* ```
* @property defaultVersion The default version of the model. This version will be used to handle
* prediction requests that do not specify a version.
* Structure is documented below.
* @property description The description specified for the model when it was created.
* @property labels One or more labels that you can add, to organize your models.
* **Note**: This field is non-authoritative, and will only manage the labels present in your configuration.
* Please refer to the field `effective_labels` for all of the labels present on the resource.
* @property name The name specified for the model.
* - - -
* @property onlinePredictionConsoleLogging If true, online prediction nodes send stderr and stdout streams to Stackdriver Logging
* @property onlinePredictionLogging If true, online prediction access logs are sent to StackDriver Logging.
* @property project The ID of the project in which the resource belongs.
* If it is not provided, the provider project is used.
* @property regions The list of regions where the model is going to be deployed.
* Currently only one region per model is supported
*/
public data class EngineModelArgs(
public val defaultVersion: Output? = null,
public val description: Output? = null,
public val labels: Output>? = null,
public val name: Output? = null,
public val onlinePredictionConsoleLogging: Output? = null,
public val onlinePredictionLogging: Output? = null,
public val project: Output? = null,
public val regions: Output? = null,
) : ConvertibleToJava {
override fun toJava(): com.pulumi.gcp.ml.EngineModelArgs =
com.pulumi.gcp.ml.EngineModelArgs.builder()
.defaultVersion(defaultVersion?.applyValue({ args0 -> args0.let({ args0 -> args0.toJava() }) }))
.description(description?.applyValue({ args0 -> args0 }))
.labels(labels?.applyValue({ args0 -> args0.map({ args0 -> args0.key.to(args0.value) }).toMap() }))
.name(name?.applyValue({ args0 -> args0 }))
.onlinePredictionConsoleLogging(onlinePredictionConsoleLogging?.applyValue({ args0 -> args0 }))
.onlinePredictionLogging(onlinePredictionLogging?.applyValue({ args0 -> args0 }))
.project(project?.applyValue({ args0 -> args0 }))
.regions(regions?.applyValue({ args0 -> args0 })).build()
}
/**
* Builder for [EngineModelArgs].
*/
@PulumiTagMarker
public class EngineModelArgsBuilder internal constructor() {
private var defaultVersion: Output? = null
private var description: Output? = null
private var labels: Output>? = null
private var name: Output? = null
private var onlinePredictionConsoleLogging: Output? = null
private var onlinePredictionLogging: Output? = null
private var project: Output? = null
private var regions: Output? = null
/**
* @param value The default version of the model. This version will be used to handle
* prediction requests that do not specify a version.
* Structure is documented below.
*/
@JvmName("ipvfwxbsbrqujbir")
public suspend fun defaultVersion(`value`: Output) {
this.defaultVersion = value
}
/**
* @param value The description specified for the model when it was created.
*/
@JvmName("vqjmnlsfqtnvasnl")
public suspend fun description(`value`: Output) {
this.description = value
}
/**
* @param value One or more labels that you can add, to organize your models.
* **Note**: This field is non-authoritative, and will only manage the labels present in your configuration.
* Please refer to the field `effective_labels` for all of the labels present on the resource.
*/
@JvmName("tbjweldmfcxckpyu")
public suspend fun labels(`value`: Output>) {
this.labels = value
}
/**
* @param value The name specified for the model.
* - - -
*/
@JvmName("lrbopeinvplmxjqe")
public suspend fun name(`value`: Output) {
this.name = value
}
/**
* @param value If true, online prediction nodes send stderr and stdout streams to Stackdriver Logging
*/
@JvmName("fovjhbdqmmfyhwvx")
public suspend fun onlinePredictionConsoleLogging(`value`: Output) {
this.onlinePredictionConsoleLogging = value
}
/**
* @param value If true, online prediction access logs are sent to StackDriver Logging.
*/
@JvmName("tjvlgwdbgmaalkgt")
public suspend fun onlinePredictionLogging(`value`: Output) {
this.onlinePredictionLogging = value
}
/**
* @param value The ID of the project in which the resource belongs.
* If it is not provided, the provider project is used.
*/
@JvmName("fofwygjvsoqgtvid")
public suspend fun project(`value`: Output) {
this.project = value
}
/**
* @param value The list of regions where the model is going to be deployed.
* Currently only one region per model is supported
*/
@JvmName("utrydehhajokidpm")
public suspend fun regions(`value`: Output) {
this.regions = value
}
/**
* @param value The default version of the model. This version will be used to handle
* prediction requests that do not specify a version.
* Structure is documented below.
*/
@JvmName("ewxdunqypfuylpkd")
public suspend fun defaultVersion(`value`: EngineModelDefaultVersionArgs?) {
val toBeMapped = value
val mapped = toBeMapped?.let({ args0 -> of(args0) })
this.defaultVersion = mapped
}
/**
* @param argument The default version of the model. This version will be used to handle
* prediction requests that do not specify a version.
* Structure is documented below.
*/
@JvmName("wjrecclvjacbavbw")
public suspend fun defaultVersion(argument: suspend EngineModelDefaultVersionArgsBuilder.() -> Unit) {
val toBeMapped = EngineModelDefaultVersionArgsBuilder().applySuspend { argument() }.build()
val mapped = of(toBeMapped)
this.defaultVersion = mapped
}
/**
* @param value The description specified for the model when it was created.
*/
@JvmName("kefhlswyseasyrtm")
public suspend fun description(`value`: String?) {
val toBeMapped = value
val mapped = toBeMapped?.let({ args0 -> of(args0) })
this.description = mapped
}
/**
* @param value One or more labels that you can add, to organize your models.
* **Note**: This field is non-authoritative, and will only manage the labels present in your configuration.
* Please refer to the field `effective_labels` for all of the labels present on the resource.
*/
@JvmName("jpofjmhgluvaoxad")
public suspend fun labels(`value`: Map?) {
val toBeMapped = value
val mapped = toBeMapped?.let({ args0 -> of(args0) })
this.labels = mapped
}
/**
* @param values One or more labels that you can add, to organize your models.
* **Note**: This field is non-authoritative, and will only manage the labels present in your configuration.
* Please refer to the field `effective_labels` for all of the labels present on the resource.
*/
@JvmName("fwbrifaoxclglrpo")
public fun labels(vararg values: Pair) {
val toBeMapped = values.toMap()
val mapped = toBeMapped.let({ args0 -> of(args0) })
this.labels = mapped
}
/**
* @param value The name specified for the model.
* - - -
*/
@JvmName("nrlsjcrkcxkdsiba")
public suspend fun name(`value`: String?) {
val toBeMapped = value
val mapped = toBeMapped?.let({ args0 -> of(args0) })
this.name = mapped
}
/**
* @param value If true, online prediction nodes send stderr and stdout streams to Stackdriver Logging
*/
@JvmName("bcwlgibbboiqvwgr")
public suspend fun onlinePredictionConsoleLogging(`value`: Boolean?) {
val toBeMapped = value
val mapped = toBeMapped?.let({ args0 -> of(args0) })
this.onlinePredictionConsoleLogging = mapped
}
/**
* @param value If true, online prediction access logs are sent to StackDriver Logging.
*/
@JvmName("eveyucjmnvojgwcb")
public suspend fun onlinePredictionLogging(`value`: Boolean?) {
val toBeMapped = value
val mapped = toBeMapped?.let({ args0 -> of(args0) })
this.onlinePredictionLogging = mapped
}
/**
* @param value The ID of the project in which the resource belongs.
* If it is not provided, the provider project is used.
*/
@JvmName("rhbxbruqdkdypomk")
public suspend fun project(`value`: String?) {
val toBeMapped = value
val mapped = toBeMapped?.let({ args0 -> of(args0) })
this.project = mapped
}
/**
* @param value The list of regions where the model is going to be deployed.
* Currently only one region per model is supported
*/
@JvmName("hvtqpxmveestlucb")
public suspend fun regions(`value`: String?) {
val toBeMapped = value
val mapped = toBeMapped?.let({ args0 -> of(args0) })
this.regions = mapped
}
internal fun build(): EngineModelArgs = EngineModelArgs(
defaultVersion = defaultVersion,
description = description,
labels = labels,
name = name,
onlinePredictionConsoleLogging = onlinePredictionConsoleLogging,
onlinePredictionLogging = onlinePredictionLogging,
project = project,
regions = regions,
)
}
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