pulumi-alicloud-kotlin/com.pulumi.alicloud.pai.kotlin/WorkspaceModelVersionArgs

WorkspaceModelVersionArgs

data class WorkspaceModelVersionArgs(val approvalStatus: Output<String>? = null, val extraInfo: Output<Map<String, String>>? = null, val formatType: Output<String>? = null, val frameworkType: Output<String>? = null, val inferenceSpec: Output<Map<String, String>>? = null, val labels: Output<List<WorkspaceModelVersionLabelArgs>>? = null, val metrics: Output<Map<String, String>>? = null, val modelId: Output<String>? = null, val options: Output<String>? = null, val sourceId: Output<String>? = null, val sourceType: Output<String>? = null, val trainingSpec: Output<Map<String, String>>? = null, val uri: Output<String>? = null, val versionDescription: Output<String>? = null, val versionName: Output<String>? = null) : ConvertibleToJava<WorkspaceModelVersionArgs>

Provides a PAI Workspace Model Version resource. For information about PAI Workspace Model Version and how to use it, see What is Model Version.

NOTE: Available since v1.248.0.

Example Usage

Basic Usage

import * as pulumi from "@pulumi/pulumi";
import * as alicloud from "@pulumi/alicloud";
import * as random from "@pulumi/random";
const config = new pulumi.Config();
const name = config.get("name") || "terraform_example";
const _default = new random.index.Integer("default", {
    min: 10000,
    max: 99999,
});
const defaultDI9fsL = new alicloud.pai.WorkspaceWorkspace("defaultDI9fsL", {
    description: "802",
    displayName: name,
    workspaceName: `${name}_${_default.result}`,
    envTypes: ["prod"],
});
const defaultsHptEL = new alicloud.pai.WorkspaceModel("defaultsHptEL", {
    modelName: name,
    workspaceId: defaultDI9fsL.id,
    origin: "Civitai",
    task: "text-to-image-synthesis",
    accessibility: "PRIVATE",
    modelType: "Checkpoint",
    orderNumber: 1,
    modelDescription: "ModelDescription.",
    modelDoc: "https://eas-***.oss-cn-hangzhou.aliyuncs.com/s**.safetensors",
    domain: "aigc",
    labels: [{
        key: "base_model",
        value: "SD 1.5",
    }],
    extraInfo: {
        test: "15",
    },
});
const defaultWorkspaceModelVersion = new alicloud.pai.WorkspaceModelVersion("default", {
    versionDescription: "VersionDescription.",
    sourceType: "TrainingService",
    sourceId: "region=${region},workspaceId=${workspace_id},kind=TrainingJob,id=job-id",
    extraInfo: {
        test: "15",
    },
    trainingSpec: {
        test: "TrainingSpec",
    },
    uri: "oss://hz-example-0701.oss-cn-hangzhou-internal.aliyuncs.com/checkpoints/",
    inferenceSpec: {
        test: "InferenceSpec",
    },
    modelId: defaultsHptEL.id,
    formatType: "SavedModel",
    approvalStatus: "Pending",
    frameworkType: "PyTorch",
    versionName: "1.0.0",
    metrics: {},
    labels: [{
        key: "k1",
        value: "vs1",
    }],
});

import pulumi
import pulumi_alicloud as alicloud
import pulumi_random as random
config = pulumi.Config()
name = config.get("name")
if name is None:
    name = "terraform_example"
default = random.index.Integer("default",
    min=10000,
    max=99999)
default_di9fs_l = alicloud.pai.WorkspaceWorkspace("defaultDI9fsL",
    description="802",
    display_name=name,
    workspace_name=f"{name}_{default['result']}",
    env_types=["prod"])
defaults_hpt_el = alicloud.pai.WorkspaceModel("defaultsHptEL",
    model_name=name,
    workspace_id=default_di9fs_l.id,
    origin="Civitai",
    task="text-to-image-synthesis",
    accessibility="PRIVATE",
    model_type="Checkpoint",
    order_number=1,
    model_description="ModelDescription.",
    model_doc="https://eas-***.oss-cn-hangzhou.aliyuncs.com/s**.safetensors",
    domain="aigc",
    labels=[{
        "key": "base_model",
        "value": "SD 1.5",
    }],
    extra_info={
        "test": "15",
    })
default_workspace_model_version = alicloud.pai.WorkspaceModelVersion("default",
    version_description="VersionDescription.",
    source_type="TrainingService",
    source_id="region=${region},workspaceId=${workspace_id},kind=TrainingJob,id=job-id",
    extra_info={
        "test": "15",
    },
    training_spec={
        "test": "TrainingSpec",
    },
    uri="oss://hz-example-0701.oss-cn-hangzhou-internal.aliyuncs.com/checkpoints/",
    inference_spec={
        "test": "InferenceSpec",
    },
    model_id=defaults_hpt_el.id,
    format_type="SavedModel",
    approval_status="Pending",
    framework_type="PyTorch",
    version_name="1.0.0",
    metrics={},
    labels=[{
        "key": "k1",
        "value": "vs1",
    }])

using System.Collections.Generic;
using System.Linq;
using Pulumi;
using AliCloud = Pulumi.AliCloud;
using Random = Pulumi.Random;
return await Deployment.RunAsync(() =>
{
    var config = new Config();
    var name = config.Get("name") ?? "terraform_example";
    var @default = new Random.Index.Integer("default", new()
    {
        Min = 10000,
        Max = 99999,
    });
    var defaultDI9fsL = new AliCloud.Pai.WorkspaceWorkspace("defaultDI9fsL", new()
    {
        Description = "802",
        DisplayName = name,
        WorkspaceName = $"{name}_{@default.Result}",
        EnvTypes = new[]
        {
            "prod",
        },
    });
    var defaultsHptEL = new AliCloud.Pai.WorkspaceModel("defaultsHptEL", new()
    {
        ModelName = name,
        WorkspaceId = defaultDI9fsL.Id,
        Origin = "Civitai",
        Task = "text-to-image-synthesis",
        Accessibility = "PRIVATE",
        ModelType = "Checkpoint",
        OrderNumber = 1,
        ModelDescription = "ModelDescription.",
        ModelDoc = "https://eas-***.oss-cn-hangzhou.aliyuncs.com/s**.safetensors",
        Domain = "aigc",
        Labels = new[]
        {
            new AliCloud.Pai.Inputs.WorkspaceModelLabelArgs
            {
                Key = "base_model",
                Value = "SD 1.5",
            },
        },
        ExtraInfo =
        {
            { "test", "15" },
        },
    });
    var defaultWorkspaceModelVersion = new AliCloud.Pai.WorkspaceModelVersion("default", new()
    {
        VersionDescription = "VersionDescription.",
        SourceType = "TrainingService",
        SourceId = "region=${region},workspaceId=${workspace_id},kind=TrainingJob,id=job-id",
        ExtraInfo =
        {
            { "test", "15" },
        },
        TrainingSpec =
        {
            { "test", "TrainingSpec" },
        },
        Uri = "oss://hz-example-0701.oss-cn-hangzhou-internal.aliyuncs.com/checkpoints/",
        InferenceSpec =
        {
            { "test", "InferenceSpec" },
        },
        ModelId = defaultsHptEL.Id,
        FormatType = "SavedModel",
        ApprovalStatus = "Pending",
        FrameworkType = "PyTorch",
        VersionName = "1.0.0",
        Metrics = null,
        Labels = new[]
        {
            new AliCloud.Pai.Inputs.WorkspaceModelVersionLabelArgs
            {
                Key = "k1",
                Value = "vs1",
            },
        },
    });
});

package main
import (
	"fmt"
	"github.com/pulumi/pulumi-alicloud/sdk/v3/go/alicloud/pai"
	"github.com/pulumi/pulumi-random/sdk/v4/go/random"
	"github.com/pulumi/pulumi/sdk/v3/go/pulumi"
	"github.com/pulumi/pulumi/sdk/v3/go/pulumi/config"
)
func main() {
	pulumi.Run(func(ctx *pulumi.Context) error {
		cfg := config.New(ctx, "")
		name := "terraform_example"
		if param := cfg.Get("name"); param != "" {
			name = param
		}
		_default, err := random.NewInteger(ctx, "default", &random.IntegerArgs{
			Min: 10000,
			Max: 99999,
		})
		if err != nil {
			return err
		}
		defaultDI9fsL, err := pai.NewWorkspaceWorkspace(ctx, "defaultDI9fsL", &pai.WorkspaceWorkspaceArgs{
			Description:   pulumi.String("802"),
			DisplayName:   pulumi.String(name),
			WorkspaceName: pulumi.Sprintf("%v_%v", name, _default.Result),
			EnvTypes: pulumi.StringArray{
				pulumi.String("prod"),
			},
		})
		if err != nil {
			return err
		}
		defaultsHptEL, err := pai.NewWorkspaceModel(ctx, "defaultsHptEL", &pai.WorkspaceModelArgs{
			ModelName:        pulumi.String(name),
			WorkspaceId:      defaultDI9fsL.ID(),
			Origin:           pulumi.String("Civitai"),
			Task:             pulumi.String("text-to-image-synthesis"),
			Accessibility:    pulumi.String("PRIVATE"),
			ModelType:        pulumi.String("Checkpoint"),
			OrderNumber:      pulumi.Int(1),
			ModelDescription: pulumi.String("ModelDescription."),
			ModelDoc:         pulumi.String("https://eas-***.oss-cn-hangzhou.aliyuncs.com/s**.safetensors"),
			Domain:           pulumi.String("aigc"),
			Labels: pai.WorkspaceModelLabelArray{
				&pai.WorkspaceModelLabelArgs{
					Key:   pulumi.String("base_model"),
					Value: pulumi.String("SD 1.5"),
				},
			},
			ExtraInfo: pulumi.StringMap{
				"test": pulumi.String("15"),
			},
		})
		if err != nil {
			return err
		}
		_, err = pai.NewWorkspaceModelVersion(ctx, "default", &pai.WorkspaceModelVersionArgs{
			VersionDescription: pulumi.String("VersionDescription."),
			SourceType:         pulumi.String("TrainingService"),
			SourceId:           pulumi.String("region=${region},workspaceId=${workspace_id},kind=TrainingJob,id=job-id"),
			ExtraInfo: pulumi.StringMap{
				"test": pulumi.String("15"),
			},
			TrainingSpec: pulumi.StringMap{
				"test": pulumi.String("TrainingSpec"),
			},
			Uri: pulumi.String("oss://hz-example-0701.oss-cn-hangzhou-internal.aliyuncs.com/checkpoints/"),
			InferenceSpec: pulumi.StringMap{
				"test": pulumi.String("InferenceSpec"),
			},
			ModelId:        defaultsHptEL.ID(),
			FormatType:     pulumi.String("SavedModel"),
			ApprovalStatus: pulumi.String("Pending"),
			FrameworkType:  pulumi.String("PyTorch"),
			VersionName:    pulumi.String("1.0.0"),
			Metrics:        pulumi.StringMap{},
			Labels: pai.WorkspaceModelVersionLabelArray{
				&pai.WorkspaceModelVersionLabelArgs{
					Key:   pulumi.String("k1"),
					Value: pulumi.String("vs1"),
				},
			},
		})
		if err != nil {
			return err
		}
		return nil
	})
}

package generated_program;
import com.pulumi.Context;
import com.pulumi.Pulumi;
import com.pulumi.core.Output;
import com.pulumi.random.integer;
import com.pulumi.random.integerArgs;
import com.pulumi.alicloud.pai.WorkspaceWorkspace;
import com.pulumi.alicloud.pai.WorkspaceWorkspaceArgs;
import com.pulumi.alicloud.pai.WorkspaceModel;
import com.pulumi.alicloud.pai.WorkspaceModelArgs;
import com.pulumi.alicloud.pai.inputs.WorkspaceModelLabelArgs;
import com.pulumi.alicloud.pai.WorkspaceModelVersion;
import com.pulumi.alicloud.pai.WorkspaceModelVersionArgs;
import com.pulumi.alicloud.pai.inputs.WorkspaceModelVersionLabelArgs;
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) {
        final var config = ctx.config();
        final var name = config.get("name").orElse("terraform_example");
        var default_ = new Integer("default", IntegerArgs.builder()
            .min(10000)
            .max(99999)
            .build());
        var defaultDI9fsL = new WorkspaceWorkspace("defaultDI9fsL", WorkspaceWorkspaceArgs.builder()
            .description("802")
            .displayName(name)
            .workspaceName(String.format("%s_%s", name,default_.result()))
            .envTypes("prod")
            .build());
        var defaultsHptEL = new WorkspaceModel("defaultsHptEL", WorkspaceModelArgs.builder()
            .modelName(name)
            .workspaceId(defaultDI9fsL.id())
            .origin("Civitai")
            .task("text-to-image-synthesis")
            .accessibility("PRIVATE")
            .modelType("Checkpoint")
            .orderNumber(1)
            .modelDescription("ModelDescription.")
            .modelDoc("https://eas-***.oss-cn-hangzhou.aliyuncs.com/s**.safetensors")
            .domain("aigc")
            .labels(WorkspaceModelLabelArgs.builder()
                .key("base_model")
                .value("SD 1.5")
                .build())
            .extraInfo(Map.of("test", "15"))
            .build());
        var defaultWorkspaceModelVersion = new WorkspaceModelVersion("defaultWorkspaceModelVersion", WorkspaceModelVersionArgs.builder()
            .versionDescription("VersionDescription.")
            .sourceType("TrainingService")
            .sourceId("region=${region},workspaceId=${workspace_id},kind=TrainingJob,id=job-id")
            .extraInfo(Map.of("test", "15"))
            .trainingSpec(Map.of("test", "TrainingSpec"))
            .uri("oss://hz-example-0701.oss-cn-hangzhou-internal.aliyuncs.com/checkpoints/")
            .inferenceSpec(Map.of("test", "InferenceSpec"))
            .modelId(defaultsHptEL.id())
            .formatType("SavedModel")
            .approvalStatus("Pending")
            .frameworkType("PyTorch")
            .versionName("1.0.0")
            .metrics(Map.ofEntries(
            ))
            .labels(WorkspaceModelVersionLabelArgs.builder()
                .key("k1")
                .value("vs1")
                .build())
            .build());
    }
}

configuration:
  name:
    type: string
    default: terraform_example
resources:
  default:
    type: random:integer
    properties:
      min: 10000
      max: 99999
  defaultDI9fsL:
    type: alicloud:pai:WorkspaceWorkspace
    properties:
      description: '802'
      displayName: ${name}
      workspaceName: ${name}_${default.result}
      envTypes:
        - prod
  defaultsHptEL:
    type: alicloud:pai:WorkspaceModel
    properties:
      modelName: ${name}
      workspaceId: ${defaultDI9fsL.id}
      origin: Civitai
      task: text-to-image-synthesis
      accessibility: PRIVATE
      modelType: Checkpoint
      orderNumber: '1'
      modelDescription: ModelDescription.
      modelDoc: https://eas-***.oss-cn-hangzhou.aliyuncs.com/s**.safetensors
      domain: aigc
      labels:
        - key: base_model
          value: SD 1.5
      extraInfo:
        test: '15'
  defaultWorkspaceModelVersion:
    type: alicloud:pai:WorkspaceModelVersion
    name: default
    properties:
      versionDescription: VersionDescription.
      sourceType: TrainingService
      sourceId: region=$${region},workspaceId=$${workspace_id},kind=TrainingJob,id=job-id
      extraInfo:
        test: '15'
      trainingSpec:
        test: TrainingSpec
      uri: oss://hz-example-0701.oss-cn-hangzhou-internal.aliyuncs.com/checkpoints/
      inferenceSpec:
        test: InferenceSpec
      modelId: ${defaultsHptEL.id}
      formatType: SavedModel
      approvalStatus: Pending
      frameworkType: PyTorch
      versionName: 1.0.0
      metrics: {}
      labels:
        - key: k1
          value: vs1

Import

PAI Workspace Model Version can be imported using the id, e.g.

$ pulumi import alicloud:pai/workspaceModelVersion:WorkspaceModelVersion example <model_id>:<version_name>

Constructors

WorkspaceModelVersionArgs

constructor(approvalStatus: Output<String>? = null, extraInfo: Output<Map<String, String>>? = null, formatType: Output<String>? = null, frameworkType: Output<String>? = null, inferenceSpec: Output<Map<String, String>>? = null, labels: Output<List<WorkspaceModelVersionLabelArgs>>? = null, metrics: Output<Map<String, String>>? = null, modelId: Output<String>? = null, options: Output<String>? = null, sourceId: Output<String>? = null, sourceType: Output<String>? = null, trainingSpec: Output<Map<String, String>>? = null, uri: Output<String>? = null, versionDescription: Output<String>? = null, versionName: Output<String>? = null)