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AI-ML

1: AI&MLOps Platform

1.1: APIs

1.1.1: Check Cluster Version

1.1.1.1: 1.0

1.1.2: Check Duplication AI&MLOps Platform Name

1.1.2.1: 1.0

1.1.3: Create AI&MLOps Platform

1.1.3.1: 1.0

1.1.4: Delete AI&MLOps Platform

1.1.4.1: 1.0

1.1.5: Get AI&MLOps Platform details

1.1.5.1: 1.0

1.1.6: List AI&MLOps Platform

1.1.6.1: 1.0

1.1.7: List Images

1.1.7.1: 1.0

1.1.8: List Nodes

1.1.8.1: 1.0

1.1.9: List StorageClasses

1.1.9.1: 1.0

1.1.10: Update AI&MLOps Platform

1.1.10.1: 1.0

1.1.11: Validate Cluster Namespace

1.1.11.1: 1.0

1.1.12: Validate Cluster Resource Size

1.1.12.1: 1.0

1.2: Models

1.2.1: AiMLOpsPlatformCreateRequest
1.2.2: AiMlOpsPlatformCreateWithK8sEngineRequest
1.2.3: AiMlOpsPlatformDetailResponse
1.2.4: AiMlOpsPlatformDomainServiceReuqest
1.2.5: AiMlOpsPlatformImagesListResponse
1.2.6: AiMlOpsPlatformImagesResponse
1.2.7: AiMlOpsPlatformsListResponse
1.2.8: AiMlOpsPlatformUpdateRequest
1.2.9: AsyncResponse
1.2.10: CheckResponse
1.2.11: KubeflowResponse
1.2.12: KubernetesEngineCreateRequest
1.2.13: ListNodeResponse
1.2.14: ListStorageClassResponse
1.2.15: NodePoolCreateRequest
1.2.16: NodeResponse
1.2.17: StorageClassResponse

2: Cloud ML

2.1: APIs

2.1.1: CheckDuplicationNameAndDomainName

2.1.1.1: 1.0

2.1.2: CloudMLClusterCheckEstimate

2.1.2.1: 1.0

2.1.3: CloudMLImages

2.1.3.1: 1.0

2.1.4: ClusterCheckReleasable

2.1.4.1: 1.0

2.1.5: ClusterProduct

2.1.5.1: 1.0

2.1.6: CreateCloudML

2.1.6.1: 1.0

2.1.7: DeleteCloudML

2.1.7.1: 1.0

2.1.8: ShowCloudML

2.1.8.1: 1.0

2.1.9: UpdateCloudML

2.1.9.1: 1.0

2.2: Models

2.2.1: AnalyticsEstimateResponse
2.2.2: ApplicationEstimateResponse
2.2.3: AsyncResponse
2.2.4: CloudMLCheckDuplicationResponse
2.2.5: CloudMLClusterCheckReleasableException
2.2.6: CloudMLClusterCheckReleasableResponse
2.2.7: CloudMLClusterEstimateResponse
2.2.8: CloudMLClusterProductsResponse
2.2.9: CloudMLCommonResponse
2.2.10: CloudMLDetailResponse
2.2.11: CloudMLExceptionDetailResponse
2.2.12: CloudMLExceptionResponse
2.2.13: CloudMLProductResponse
2.2.14: CloudMLRequest
2.2.15: CloudMLUpdateRequest
2.2.16: ImageAttr
2.2.17: ImageVersionsResponse

1 - AI&MLOps Platform

Overview

SCP에서 제공하는 IaaS/PaaS 상품을 프로그램적으로 이용할 수 있도록 지원하는 응용 프로그램 인터페이스(Application Programming Interface, API)를 제공합니다.

본 가이드는 AI&MLOps Platform 서비스에 대한 간략한 설명 및 API를 호출하는 방법을 제공합니다. API는 RESTful API 방식으로 제공되며, JSON 형식으로 응답합니다.

Version

Version	Status	Supported Until

OpenAPI URL

https://aimlops-platform.{region}.{environment}.samsungsdscloud.com

Environment and Region List

environment	region
s	kr-west1
s	kr-east1
g	kr-south1
g	kr-south2
g	kr-south3
e	kr-west1
e	kr-east1

1.1 - APIs

1.1.1 - Check Cluster Version

1.1.1.1 - 1.0

get /v1/aimlops-platform/clusters/{cluster_id}/check-version

Description

Check AI&MLOps Platform Cluster Version.

상태 ACTIVE (CURRENT)

버전	최소 지원 보장일
1.0	-

Parameters

Type	Name	Description	Schema	Default
path	cluster_id required	Cluster ID Example : `10a599e031e749b7b260868f441e862b`	string	None
query	version required	Version Example : `1.28.1`	string	None

Responses

HTTP Code	Description	Schema
200	OK	CheckResponse
400	Bad Request	None
403	Forbidden	None
404	Not Found	None

Example HTTP request

Request path

/v1/aimlops-platform/clusters/{cluster_id}/check-version?version={version}

Request header

"Scp-Accesskey = 2sd2gg=2agbdSD26svcD",
"Scp-Signature = fsfsdf235f9U35sdgf35Xsf/qgsdgsdg326=sfsdr23rsef=",
"Scp-Timestamp = 1605290625682",
"Scp-ClientType = Openapi",
"Accept-Language = ko-KR",
"Scp-Api-Version = aimlops-platform 1.0"

Example HTTP response

Response 200

{
    "result": ""
}

1.1.2 - Check Duplication AI&MLOps Platform Name

1.1.2.1 - 1.0

get /v1/aimlops-platform/check-duplication

Description

Check Duplication AI&MLOps Platform Name. (false: no duplicate value, true: duplicate value)

상태 ACTIVE (CURRENT)

버전	최소 지원 보장일
1.0	-

Parameters

Type	Name	Description	Schema	Default
query	release_name required	Release Name Example : `aiml-test`	string	None

Responses

HTTP Code	Description	Schema
200	OK	CheckResponse
400	Bad Request	None
403	Forbidden	None

Example HTTP request

Request path

/v1/aimlops-platform/check-duplication?release_name={release_name}

Request header

"Scp-Accesskey = 2sd2gg=2agbdSD26svcD",
"Scp-Signature = fsfsdf235f9U35sdgf35Xsf/qgsdgsdg326=sfsdr23rsef=",
"Scp-Timestamp = 1605290625682",
"Scp-ClientType = Openapi",
"Accept-Language = ko-KR",
"Scp-Api-Version = aimlops-platform 1.0"

Example HTTP response

Response 200

{
    "result": ""
}

1.1.3 - Create AI&MLOps Platform

1.1.3.1 - 1.0

post /v1/aimlops-platform

Description

Create AI&MLOps Platform.

상태 ACTIVE (CURRENT)

버전	최소 지원 보장일
1.0	-

Parameters

Type	Name	Description	Schema	Default
body	body required		AiMlOpsPlatformCreateWithK8sEngineRequest

Responses

HTTP Code	Description	Schema
201	Created	AsyncResponse
400	Bad Request	None
403	Forbidden	None
404	Not Found	None

Example HTTP request

Request path

/v1/aimlops-platform

Request header

"Scp-Accesskey = 2sd2gg=2agbdSD26svcD",
"Scp-Signature = fsfsdf235f9U35sdgf35Xsf/qgsdgsdg326=sfsdr23rsef=",
"Scp-Timestamp = 1605290625682",
"Scp-ClientType = Openapi",
"Accept-Language = ko-KR",
"Scp-Api-Version = aimlops-platform 1.0"

Request body

{
    "ai_ml_ops_platform_create_request": {
        "ai_ml_ops_platform_endpoint_type": "",
        "ai_ml_ops_platform_type": "Enterprise",
        "cluster_id": "10a599e031e749b7b260868f441e862b",
        "image_id": "10a599e031e749b7b260868f441e862b",
        "initial_user_email": "example@gmail.com",
        "initial_user_password": "147@53A69a",
        "release_name": "aiml-test",
        "storage_class_name": "",
        "tags": []
    },
    "kubernetes_engine_create_request": {
        "cifs_volume_id": "",
        "cloud_logging_enabled": false,
        "k8s_version": "v1.28.1",
        "kubernetes_engine_name": "cluster-test",
        "lb_id": "",
        "private_acl_ip_resource": [],
        "public_acl_ip_address": "",
        "security_group_id_list": [
            "10a599e031e749b7b260868f441e862b"
        ],
        "subnet_id": "10a599e031e749b7b260868f441e862b",
        "volume_id": "10a599e031e749b7b260868f441e862b",
        "vpc_id": "10a599e031e749b7b260868f441e862b"
    },
    "node_pool_create_request": {
        "cluster_id": "10a599e031e749b7b260868f441e862b",
        "desired_node_count": 2,
        "image_os": "ubuntu",
        "image_os_version": "22.04",
        "is_auto_recovery": false,
        "is_auto_scale": false,
        "keypair_name": "keypair",
        "kubernetes_version": "v1.28.1",
        "max_node_count": 3,
        "min_node_count": 2,
        "name": "nodepool-test",
        "server_type_id": "s1v16m64",
        "volume_size": 104,
        "volume_type_name": "SSD"
    }
}

Example HTTP response

Response 201

{
    "project_id": "10a599e031e749b7b260868f441e862b",
    "request_id": "10a599e031e749b7b260868f441e862b",
    "resource_id": "10a599e031e749b7b260868f441e862b"
}

1.1.4 - Delete AI&MLOps Platform

1.1.4.1 - 1.0

delete /v1/aimlops-platform/{release_id}

Description

Delete AI&MLOps Platform.

상태 ACTIVE (CURRENT)

버전	최소 지원 보장일
1.0	-

Parameters

Type	Name	Description	Schema	Default
path	release_id required	Release ID Example : `10a599e031e749b7b260868f441e862b`	string	None
query	with_k8s optional	With K8s Engine Example : `False`	boolean	False

Responses

HTTP Code	Description	Schema
200	OK	None
400	Bad Request	None
403	Forbidden	None
404	Not Found	None

Example HTTP request

Request path

/v1/aimlops-platform/{release_id}

Request header

"Scp-Accesskey = 2sd2gg=2agbdSD26svcD",
"Scp-Signature = fsfsdf235f9U35sdgf35Xsf/qgsdgsdg326=sfsdr23rsef=",
"Scp-Timestamp = 1605290625682",
"Scp-ClientType = Openapi",
"Accept-Language = ko-KR",
"Scp-Api-Version = aimlops-platform 1.0"

Example HTTP response

Response 200

1.1.5 - Get AI&MLOps Platform details

1.1.5.1 - 1.0

get /v1/aimlops-platform/{release_id}

Description

Get AI&MLOps Platform details.

상태 ACTIVE (CURRENT)

버전	최소 지원 보장일
1.0	-

Parameters

Type	Name	Description	Schema	Default
path	release_id required	Release ID Example : `10a599e031e749b7b260868f441e862b`	string	None

Responses

HTTP Code	Description	Schema
200	OK	AiMlOpsPlatformDetailResponse
400	Bad Request	None
403	Forbidden	None
404	Not Found	None

Example HTTP request

Request path

/v1/aimlops-platform/{release_id}

Request header

"Scp-Accesskey = 2sd2gg=2agbdSD26svcD",
"Scp-Signature = fsfsdf235f9U35sdgf35Xsf/qgsdgsdg326=sfsdr23rsef=",
"Scp-Timestamp = 1605290625682",
"Scp-ClientType = Openapi",
"Accept-Language = ko-KR",
"Scp-Api-Version = aimlops-platform 1.0"

Example HTTP response

Response 200

{
    "ai_ml_ops_platform_domain_service": "",
    "ai_ml_ops_platform_endpoint_ip_address": "",
    "ai_ml_ops_platform_endpoint_port": "",
    "ai_ml_ops_platform_endpoint_type": "",
    "ai_ml_ops_platform_type": "Enterprise",
    "cluster_id": "10a599e031e749b7b260868f441e862b",
    "cluster_name": "cluster-test",
    "cluster_state": "RUNNING",
    "created_by": "10a599e031e749b7b260868f441e862b",
    "created_dt": "2024-05-17T00:23:17Z",
    "dashboard_state": "",
    "image_id": "10a599e031e749b7b260868f441e862b",
    "image_name": "",
    "initial_user_email": "",
    "modified_by": "10a599e031e749b7b260868f441e862b",
    "modified_dt": "2024-05-17T00:23:17Z",
    "project_id": "10a599e031e749b7b260868f441e862b",
    "project_name": "",
    "release_id": "10a599e031e749b7b260868f441e862b",
    "release_name": "aiml-test",
    "release_state": "DEPLOYED",
    "storage_class_name": "",
    "version": "v1.7.1"
}

1.1.6 - List AI&MLOps Platform

1.1.6.1 - 1.0

get /v1/aimlops-platform

Description

Get List of AI&MLOps Platform.

상태 ACTIVE (CURRENT)

버전	최소 지원 보장일
1.0	-

Parameters

Type	Name	Description	Schema	Default
query	size optional	Size Example : `20`	any of [integer, null]	20
query	page optional	Page Example : `0`	any of [integer, null]	0
query	sort optional	Sort Example : `created_dt:asc`	string	created_dt:desc
query	created_by optional	Created By Example : `10a599e031e749b7b260868f441e862b`	string
query	release_name optional	Release Name Example : `aiml-test`	string
query	cluster_name optional	Cluster Name Example : `cluster-test`	string
query	version optional	Version Example : `v1.7.1`	string
query	kubeflow_type optional	Kubeflow Type Example : `Mini`	string
query	status optional	Service State Example : `DEPLOYED`	string

Responses

HTTP Code	Description	Schema
200	OK	AiMlOpsPlatformsListResponse
400	Bad Request	None
403	Forbidden	None
404	Not Found	None

Example HTTP request

Request path

/v1/aimlops-platform

Request header

"Scp-Accesskey = 2sd2gg=2agbdSD26svcD",
"Scp-Signature = fsfsdf235f9U35sdgf35Xsf/qgsdgsdg326=sfsdr23rsef=",
"Scp-Timestamp = 1605290625682",
"Scp-ClientType = Openapi",
"Accept-Language = ko-KR",
"Scp-Api-Version = aimlops-platform 1.0"

Example HTTP response

Response 200

{
    "contents": [
        {
            "cluster_id": "10a599e031e749b7b260868f441e862b",
            "cluster_name": "cluster-test",
            "created_by": "10a599e031e749b7b260868f441e862b",
            "created_dt": "2024-05-17T00:23:17Z",
            "kubeflow_type": "Enterprise",
            "modified_by": "10a599e031e749b7b260868f441e862b",
            "modified_dt": "2024-05-17T00:23:17Z",
            "release_id": "10a599e031e749b7b260868f441e862b",
            "release_name": "aiml-test",
            "status": "DEPLOYED",
            "version": "v1.7.1"
        }
    ],
    "total_count": 10
}

1.1.7 - List Images

1.1.7.1 - 1.0

get /v1/aimlops-platform/images

Description

Get List of AI&MLOps Platform Images.

상태 ACTIVE (CURRENT)

버전	최소 지원 보장일
1.0	-

Parameters

Type	Name	Description	Schema	Default
query	size optional	Size Example : `20`	any of [integer, null]	20
query	page optional	Page Example : `0`	any of [integer, null]	0
query	sort optional	Sort Example : `created_dt:asc`	string	created_dt:desc
query	image_name optional	Image Name Example :	string

Responses

HTTP Code	Description	Schema
200	OK	AiMlOpsPlatformImagesListResponse
400	Bad Request	None
403	Forbidden	None
404	Not Found	None

Example HTTP request

Request path

/v1/aimlops-platform/images

Request header

"Scp-Accesskey = 2sd2gg=2agbdSD26svcD",
"Scp-Signature = fsfsdf235f9U35sdgf35Xsf/qgsdgsdg326=sfsdr23rsef=",
"Scp-Timestamp = 1605290625682",
"Scp-ClientType = Openapi",
"Accept-Language = ko-KR",
"Scp-Api-Version = aimlops-platform 1.0"

Example HTTP response

Response 200

{
    "contents": [
        {
            "base_image": "",
            "category": "",
            "created_by": "10a599e031e749b7b260868f441e862b",
            "created_dt": "2024-05-17T00:23:17Z",
            "description": "",
            "icon_file": "",
            "icon_file_name": "",
            "image_attr": "",
            "image_id": "",
            "image_name": "",
            "modified_by": "10a599e031e749b7b260868f441e862b",
            "modified_dt": "2024-05-17T00:23:17Z",
            "os_type": "",
            "product_type": "Enterprise",
            "project_id": "10a599e031e749b7b260868f441e862b"
        }
    ],
    "total_count": 10
}

1.1.8 - List Nodes

1.1.8.1 - 1.0

get /v1/aimlops-platform/internal/clusters/{cluster_id}/nodes

Description

Get List of AI&MLOps Platform Nodes.

상태 ACTIVE (CURRENT)

버전	최소 지원 보장일
1.0	-

Parameters

Type	Name	Description	Schema	Default
path	cluster_id required	Cluster ID Example : `10a599e031e749b7b260868f441e862b`	string	None
query	size optional	Size Example : `20`	any of [integer, null]	20
query	page optional	Page Example : `0`	any of [integer, null]	0
query	sort optional	Sort Example : `created_dt:asc`	string	created_dt:desc

Responses

HTTP Code	Description	Schema
200	OK	ListNodeResponse
400	Bad Request	None
403	Forbidden	None
404	Not Found	None

Example HTTP request

Request path

/v1/aimlops-platform/internal/clusters/{cluster_id}/nodes

Request header

"Scp-Accesskey = 2sd2gg=2agbdSD26svcD",
"Scp-Signature = fsfsdf235f9U35sdgf35Xsf/qgsdgsdg326=sfsdr23rsef=",
"Scp-Timestamp = 1605290625682",
"Scp-ClientType = Openapi",
"Accept-Language = ko-KR",
"Scp-Api-Version = aimlops-platform 1.0"

Example HTTP response

Response 200

{
    "count": 0,
    "links": [],
    "nodes": []
}

1.1.9 - List StorageClasses

1.1.9.1 - 1.0

get /v1/aimlops-platform/internal/clusters/{cluster_id}/storageclasses

Description

Get List of AI&MLOps Platform StorageClasses.

상태 ACTIVE (CURRENT)

버전	최소 지원 보장일
1.0	-

Parameters

Type	Name	Description	Schema	Default
path	cluster_id required	Cluster ID Example : `10a599e031e749b7b260868f441e862b`	string	None

Responses

HTTP Code	Description	Schema
200	OK	ListStorageClassResponse
400	Bad Request	None
403	Forbidden	None
404	Not Found	None

Example HTTP request

Request path

/v1/aimlops-platform/internal/clusters/{cluster_id}/storageclasses

Request header

"Scp-Accesskey = 2sd2gg=2agbdSD26svcD",
"Scp-Signature = fsfsdf235f9U35sdgf35Xsf/qgsdgsdg326=sfsdr23rsef=",
"Scp-Timestamp = 1605290625682",
"Scp-ClientType = Openapi",
"Accept-Language = ko-KR",
"Scp-Api-Version = aimlops-platform 1.0"

Example HTTP response

Response 200

{
    "count": 0,
    "links": [],
    "storage_classes": []
}

1.1.10 - Update AI&MLOps Platform

1.1.10.1 - 1.0

put /v1/aimlops-platform/{release_id}

Description

Update AI&MLOps Platform.

상태 ACTIVE (CURRENT)

버전	최소 지원 보장일
1.0	-

Parameters

Type	Name	Description	Schema	Default
path	release_id required	Release ID Example : `10a599e031e749b7b260868f441e862b`	string	None
body	body required		AiMlOpsPlatformUpdateRequest

Responses

HTTP Code	Description	Schema
200	OK	AsyncResponse
400	Bad Request	None
403	Forbidden	None
404	Not Found	None

Example HTTP request

Request path

/v1/aimlops-platform/{release_id}

Request header

"Scp-Accesskey = 2sd2gg=2agbdSD26svcD",
"Scp-Signature = fsfsdf235f9U35sdgf35Xsf/qgsdgsdg326=sfsdr23rsef=",
"Scp-Timestamp = 1605290625682",
"Scp-ClientType = Openapi",
"Accept-Language = ko-KR",
"Scp-Api-Version = aimlops-platform 1.0"

Request body

{
    "ai_ml_ops_platform_domain_service": {
        "dns_id": "acdd205d-b1d3-44e7-ab7a-429ca090e941",
        "domain_service_name": "sample.aimlopsplatform.com",
        "ip": "192.168.3.197",
        "operation_type": "CREATE | UPDATE | DELETE",
        "record_id": "8af744b9-4893-4f98-881d-4df984de7162",
        "record_name": "sample"
    },
    "ai_ml_ops_platform_endpoint_type": "Public | Private"
}

Example HTTP response

Response 200

{
    "project_id": "10a599e031e749b7b260868f441e862b",
    "request_id": "10a599e031e749b7b260868f441e862b",
    "resource_id": "10a599e031e749b7b260868f441e862b"
}

1.1.11 - Validate Cluster Namespace

1.1.11.1 - 1.0

get /v1/aimlops-platform/clusters/{cluster_id}/validate-namespaces

Description

Validate instability for AI&MLOps Platform. (whether already installed or not)

상태 ACTIVE (CURRENT)

버전	최소 지원 보장일
1.0	-

Parameters

Type	Name	Description	Schema	Default
path	cluster_id required	Cluster ID Example : `10a599e031e749b7b260868f441e862b`	string	None

Responses

HTTP Code	Description	Schema
200	OK	CheckResponse
400	Bad Request	None
403	Forbidden	None
404	Not Found	None

Example HTTP request

Request path

/v1/aimlops-platform/clusters/{cluster_id}/validate-namespaces

Request header

"Scp-Accesskey = 2sd2gg=2agbdSD26svcD",
"Scp-Signature = fsfsdf235f9U35sdgf35Xsf/qgsdgsdg326=sfsdr23rsef=",
"Scp-Timestamp = 1605290625682",
"Scp-ClientType = Openapi",
"Accept-Language = ko-KR",
"Scp-Api-Version = aimlops-platform 1.0"

Example HTTP response

Response 200

{
    "result": ""
}

1.1.12 - Validate Cluster Resource Size

1.1.12.1 - 1.0

get /v1/aimlops-platform/clusters/{cluster_id}/validate-resources

Description

Validate whether Cluster Resource size is large enough or not for AI&MLOps Platform.

상태 ACTIVE (CURRENT)

버전	최소 지원 보장일
1.0	-

Parameters

Type	Name	Description	Schema	Default
path	cluster_id required	Cluster ID Example : `10a599e031e749b7b260868f441e862b`	string	None
query	product_type required	Product Type Example : `Enterprise`	string	None

Responses

HTTP Code	Description	Schema
200	OK	CheckResponse
400	Bad Request	None
403	Forbidden	None
404	Not Found	None

Example HTTP request

Request path

/v1/aimlops-platform/clusters/{cluster_id}/validate-resources?product_type={product_type}

Request header

"Scp-Accesskey = 2sd2gg=2agbdSD26svcD",
"Scp-Signature = fsfsdf235f9U35sdgf35Xsf/qgsdgsdg326=sfsdr23rsef=",
"Scp-Timestamp = 1605290625682",
"Scp-ClientType = Openapi",
"Accept-Language = ko-KR",
"Scp-Api-Version = aimlops-platform 1.0"

Example HTTP response

Response 200

{
    "result": ""
}

1.2 - Models

1.2.1 - AiMLOpsPlatformCreateRequest

Name	Description	Schema
ai_ml_ops_platform_endpoint_type optional	Endpoint Type Example :	any of [string, null]
ai_ml_ops_platform_type required	Product Type Example : `Enterprise`	string
cluster_id optional	Cluster ID Example : `10a599e031e749b7b260868f441e862b`	any of [string, null]
image_id required	Image ID Example : `10a599e031e749b7b260868f441e862b`	string
initial_user_email optional	Initial User Email Example : `example@gmail.com`	any of [string, null]
initial_user_password optional	Initial User Password Example : `147@53A69a`	any of [string, null]
release_name required	Release Name Example : `aiml-test`	string
storage_class_name optional	Storage Class Name Example :	any of [string, null]
tags optional	Tags	array[object]

1.2.2 - AiMlOpsPlatformCreateWithK8sEngineRequest

Name	Description	Schema
ai_ml_ops_platform_create_request required	AiMLOps Platform Create Request	AiMLOpsPlatformCreateRequest
kubernetes_engine_create_request optional	Kubernetes Engine Create Request	any of [KubernetesEngineCreateRequest, null]
node_pool_create_request optional	Nodepool Create Request	any of [NodePoolCreateRequest, null]

1.2.3 - AiMlOpsPlatformDetailResponse

Name	Description	Schema
ai_ml_ops_platform_domain_service optional	Domain Service Example :	object
ai_ml_ops_platform_endpoint_ip_address optional	Endpoint Ip Address Example :	string
ai_ml_ops_platform_endpoint_port optional	Endpoint Port Example :	string
ai_ml_ops_platform_endpoint_type optional	Endpoint Type Example :	string
ai_ml_ops_platform_type optional	Product Type Example : `Enterprise`	string
cluster_id required	Cluster ID Example : `10a599e031e749b7b260868f441e862b`	string
cluster_name optional	Cluster Name Example : `cluster-test`	any of [string, null]
cluster_state optional	Cluster State Example : `RUNNING`	any of [string, null]
created_by required	Created By Example : `10a599e031e749b7b260868f441e862b`	string
created_dt required	Created Datetime Example : `2024-05-17T00:23:17Z`	string (date-time)
dashboard_state required	Dashboard State Example :	string
image_id required	Image ID Example : `10a599e031e749b7b260868f441e862b`	string
image_name required	Image Name Example :	string
initial_user_email required	Initial User Email Example :	string
modified_by optional	Modified By Example : `10a599e031e749b7b260868f441e862b`	string
modified_dt optional	Modified Datetime Example : `2024-05-17T00:23:17Z`	string (date-time)
project_id required	Project ID Example : `10a599e031e749b7b260868f441e862b`	string
project_name required	Project Name Example :	string
release_id required	Release ID Example : `10a599e031e749b7b260868f441e862b`	string
release_name required	Release Name Example : `aiml-test`	string
release_state required	Service State Example : `DEPLOYED`	string
storage_class_name optional	Storage Class Name Example :	string
version optional	Product Version Example : `v1.7.1`	string

1.2.4 - AiMlOpsPlatformDomainServiceReuqest

Name	Description	Schema
dns_id optional	DNS ID Example : `acdd205d-b1d3-44e7-ab7a-429ca090e941`	any of [string, null]
domain_service_name optional	Domain Service Name Example : `sample.aimlopsplatform.com`	any of [string, null]
ip optional	IP Example : `192.168.3.197`	any of [string, null]
operation_type optional	Operation Type Example : `CREATE \| UPDATE \| DELETE`	any of [string, null]
record_id optional	Record ID Example : `8af744b9-4893-4f98-881d-4df984de7162`	any of [string, null]
record_name optional	Record Name Example : `sample`	any of [string, null]

1.2.5 - AiMlOpsPlatformImagesListResponse

Name	Description	Schema	Default
contents required	Contents	array[AiMlOpsPlatformImagesResponse]
total_count required	Total Count Example : `10`	integer

1.2.6 - AiMlOpsPlatformImagesResponse

Name	Description	Schema
base_image optional	Base Image Example :	any of [string, null]
category optional	Category Example :	any of [string, null]
created_by optional	Created By Example : `10a599e031e749b7b260868f441e862b`	any of [string, null]
created_dt optional	Created Datetime Example : `2024-05-17T00:23:17Z`	string (date-time)
description optional	Description Example :	any of [string, null]
icon_file optional	Icon File Example :	any of [string, null]
icon_file_name optional	Icon File Name Example :	any of [string, null]
image_attr optional	Image Attribute Example :	object
image_id optional	Image ID Example :	any of [string, null]
image_name optional	Image Name Example :	any of [string, null]
modified_by optional	Modified By Example : `10a599e031e749b7b260868f441e862b`	any of [string, null]
modified_dt optional	Modified Datetime Example : `2024-05-17T00:23:17Z`	string (date-time)
os_type optional	OS Type Example :	any of [string, null]
product_type optional	Product Type Example : `Enterprise`	any of [string, null]
project_id optional	Project ID Example : `10a599e031e749b7b260868f441e862b`	any of [string, null]

1.2.7 - AiMlOpsPlatformsListResponse

Name	Description	Schema	Default
contents required	Contents	array[KubeflowResponse]
total_count required	Total Count Example : `10`	integer

1.2.8 - AiMlOpsPlatformUpdateRequest

Name	Description	Schema	Default
ai_ml_ops_platform_domain_service optional	Domain Service	any of [AiMlOpsPlatformDomainServiceReuqest, null]
ai_ml_ops_platform_endpoint_type optional	Endpoint Type Example : `Public \| Private`	any of [string, null]

1.2.9 - AsyncResponse

Name	Description	Schema
project_id required	Project ID Example : `10a599e031e749b7b260868f441e862b`	string
request_id required	Request ID Example : `10a599e031e749b7b260868f441e862b`	string
resource_id required	Resource ID Example : `10a599e031e749b7b260868f441e862b`	string

1.2.10 - CheckResponse

Name	Description	Schema	Default
result required	Result Example :	boolean

1.2.11 - KubeflowResponse

Name	Description	Schema
cluster_id required	Cluster ID Example : `10a599e031e749b7b260868f441e862b`	string
cluster_name optional	Cluster Name Example : `cluster-test`	any of [string, null]
created_by required	Created By Example : `10a599e031e749b7b260868f441e862b`	string
created_dt required	Created Datetime Example : `2024-05-17T00:23:17Z`	string (date-time)
kubeflow_type required	Product Type Example : `Enterprise`	string
modified_by optional	Modified By Example : `10a599e031e749b7b260868f441e862b`	string
modified_dt optional	Modified Datetime Example : `2024-05-17T00:23:17Z`	string (date-time)
release_id required	Release ID Example : `10a599e031e749b7b260868f441e862b`	string
release_name required	Release Name Example : `aiml-test`	string
status required	Service State Example : `DEPLOYED`	string
version required	Product Version Example : `v1.7.1`	string

1.2.12 - KubernetesEngineCreateRequest

Name	Description	Schema
cifs_volume_id optional	Cifs Volume ID Example :	any of [string, null]
cloud_logging_enabled optional	Cloud Logging Enabled Example : `False`	boolean
k8s_version required	Kubernetes Version Example : `v1.28.1`	string
kubernetes_engine_name required	Cluster Name Example : `cluster-test` Pattern : `^[a-z][a-z0-9\-][a-z0-9]$` Minimum length* : `3` Maximum length : `30`	string
lb_id optional	Load Balancer ID Example :	any of [string, null]
private_acl_ip_resource optional	Private Acl Ip Resource	array[object]
public_acl_ip_address optional	Public Acl Ip Address Example :	any of [string, null]
security_group_id_list required	List Of Security Group ID Example : `['10a599e031e749b7b260868f441e862b']`	array[string]
subnet_id required	Subnet ID Example : `10a599e031e749b7b260868f441e862b`	string
volume_id required	Volume ID Example : `10a599e031e749b7b260868f441e862b`	string
vpc_id required	VPC ID Example : `10a599e031e749b7b260868f441e862b`	string

1.2.13 - ListNodeResponse

Name	Description	Schema
count optional	count Example : `0`	integer
links optional	links	array[object]
nodes optional	nodes	array[NodeResponse]

1.2.14 - ListStorageClassResponse

Name	Description	Schema
count optional	count Example : `0`	integer
links optional	links	array[object]
storage_classes optional	storage_classes	array[StorageClassResponse]

1.2.15 - NodePoolCreateRequest

Name	Description	Schema
cluster_id optional	Cluster ID Example : `10a599e031e749b7b260868f441e862b`	string
desired_node_count optional	Desired Node Count Example : `2`	any of [integer, null]
image_os required	Image OS Example : `ubuntu`	string
image_os_version required	Image OS Version Example : `22.04`	string
is_auto_recovery optional	Is Auto Recovery Example : `False`	boolean
is_auto_scale optional	Is Auto Scale Example : `False`	boolean
keypair_name required	Keypair Name Example : `keypair`	string
kubernetes_version optional	Kubernetes Version Example : `v1.28.1`	string
max_node_count optional	Max Node Count Example : `3`	any of [integer, null]
min_node_count optional	Min Node Count Example : `2`	any of [integer, null]
name required	Nodepool Name Example : `nodepool-test`	string
server_type_id required	Server Type ID Example : `s1v16m64`	string
volume_size required	Volume Size Example : `104`	integer
volume_type_name required	Volume Type Name Example : `SSD`	string

1.2.16 - NodeResponse

Name	Description	Schema
age optional	age Example :	string
cluster_id optional	cluster_id Example :	string
container_version optional	container_version Example :	string
created_at optional	created_at Example :	string
external_ip_address optional	external_ip_address Example :	any of [string, null]
gpu_name optional	gpu_name Example :	any of [string, null]
ip optional	ip Example :	string
kernel_version optional	kernel_version Example :	string
kubernetes_version optional	kubernetes_version Example :	string
name optional	name Example :	string
node_capacities optional	node_capacities	array[object]
node_status optional	node_status Example :	string
number_of_allocated_pods optional	number_of_allocated_pods Example :	string
number_of_gpu optional	number_of_gpu Example : `0`	integer
os_image optional	os_image Example :	string
uid optional	uid Example :	string

1.2.17 - StorageClassResponse

Name	Description	Schema
age optional	age Example :	string
allow_volume_expansion optional	allow_volume_expansion Example :	string
cluster_id optional	cluster_id Example :	string
created_at optional	created_at Example :	string
default_class optional	default_class Example :	string
name optional	name Example :	string
provisioner optional	provisioner Example :	string
pv_reclaim_policy optional	pv_reclaim_policy Example :	string
uid optional	uid Example :	string
volume_binding_mode optional	volume_binding_mode Example :	string

2 - Cloud ML

Overview

SCP에서 제공하는 IaaS/PaaS 상품을 프로그램적으로 이용할 수 있도록 지원하는 응용 프로그램 인터페이스(Application Programming Interface, API)를 제공합니다.

본 가이드는 Cloud ML 서비스에 대한 간략한 설명 및 API를 호출하는 방법을 제공합니다. API는 RESTful API 방식으로 제공되며, JSON 형식으로 응답합니다.

Version

Version	Status	Supported Until

OpenAPI URL

https://cloud-ml.{region}.{environment}.samsungsdscloud.com

Environment and Region List

environment	region
s	kr-west1
s	kr-east1
g	kr-south1
g	kr-south2
g	kr-south3
e	kr-west1
e	kr-east1

2.1 - APIs

2.1.1 - CheckDuplicationNameAndDomainName

2.1.1.1 - 1.0

get /v1/cloud-ml/check-duplication

Description

check duplication name and domain name(Please use either the ’name’ or ‘domain_name’ query parameter.)

상태 ACTIVE (CURRENT)

버전	최소 지원 보장일
1.0	-

Parameters

Type	Name	Description	Schema	Default
header	accept optional	Accept Example : `application/json`	string	application/json
header	content_type optional	Content-Type Example : `application/json`	string	application/json
query	name optional	name Example :	string	None
query	domain_name optional	Domain Name Example :	string	None

Responses

HTTP Code	Description	Schema
200	OK	CloudMLCheckDuplicationResponse
400	Bad Request	None
401	Unauthorized	None
404	Not Found	None

Example HTTP request

Request path

/v1/cloud-ml/check-duplication

Request header

"Scp-Accesskey = 2sd2gg=2agbdSD26svcD",
"Scp-Signature = fsfsdf235f9U35sdgf35Xsf/qgsdgsdg326=sfsdr23rsef=",
"Scp-Timestamp = 1605290625682",
"Scp-ClientType = Openapi",
"Accept-Language = ko-KR",
"Scp-Api-Version = cloud-ml 1.0"

Example HTTP response

Response 200

{
    "result": false
}

2.1.2 - CloudMLClusterCheckEstimate

2.1.2.1 - 1.0

get /v1/cloud-ml/clusters/{cluster_id}/estimate

Description

cloud ml cluster estimate

상태 ACTIVE (CURRENT)

버전	최소 지원 보장일
1.0	-

Parameters

Type	Name	Description	Schema	Default
header	accept optional	Accept Example : `application/json`	string	application/json
header	content_type optional	Content-Type Example : `application/json`	string	application/json
path	cluster_id required	Cluster ID Example : `10a599e031e749b7b260868f441e862b`	string	None
query	use_copilot optional	Use Copilot Example : `False`	boolean	False

Responses

HTTP Code	Description	Schema
200	OK	CloudMLClusterEstimateResponse
400	Bad Request	None
401	Unauthorized	None
404	Not Found	None

Example HTTP request

Request path

/v1/cloud-ml/clusters/{cluster_id}/estimate

Request header

"Scp-Accesskey = 2sd2gg=2agbdSD26svcD",
"Scp-Signature = fsfsdf235f9U35sdgf35Xsf/qgsdgsdg326=sfsdr23rsef=",
"Scp-Timestamp = 1605290625682",
"Scp-ClientType = Openapi",
"Accept-Language = ko-KR",
"Scp-Api-Version = cloud-ml 1.0"

Example HTTP response

Response 200

{
    "analytics": {
        "cpu": "",
        "gpu": "",
        "memory": ""
    },
    "application": {
        "cpu": "",
        "memory": ""
    },
    "copilot": {}
}

2.1.3 - CloudMLImages

2.1.3.1 - 1.0

get /v1/cloud-ml/images

Description

cloud ml images

상태 ACTIVE (CURRENT)

버전	최소 지원 보장일
1.0	-

Parameters

Type	Name	Description	Schema	Default
header	accept optional	Accept Example : `application/json`	string	application/json
header	content_type optional	Content-Type Example : `application/json`	string	application/json

Responses

HTTP Code	Description	Schema
200	OK	ImageVersionsResponse
400	Bad Request	None
401	Unauthorized	None
404	Not Found	None

Example HTTP request

Request path

/v1/cloud-ml/images

Request header

"Scp-Accesskey = 2sd2gg=2agbdSD26svcD",
"Scp-Signature = fsfsdf235f9U35sdgf35Xsf/qgsdgsdg326=sfsdr23rsef=",
"Scp-Timestamp = 1605290625682",
"Scp-ClientType = Openapi",
"Accept-Language = ko-KR",
"Scp-Api-Version = cloud-ml 1.0"

Example HTTP response

Response 200

{
    "contents": [
        {
            "copilot_enabled": "",
            "display_version": "",
            "image_id": "",
            "image_name": "",
            "k8s_version": ""
        }
    ],
    "total_count": ""
}

2.1.4 - ClusterCheckReleasable

2.1.4.1 - 1.0

get /v1/cloud-ml/clusters/{cluster_id}/check-releasable

Description

cluster check releasable

상태 ACTIVE (CURRENT)

버전	최소 지원 보장일
1.0	-

Parameters

Type	Name	Description	Schema	Default
header	accept optional	Accept Example : `application/json`	string	application/json
header	content_type optional	Content-Type Example : `application/json`	string	application/json
path	cluster_id required	Cluster ID Example : `10a599e031e749b7b260868f441e862b`	string	None

Responses

HTTP Code	Description	Schema
200	OK	CloudMLClusterCheckReleasableResponse
400	Bad Request	None
401	Unauthorized	None
404	Not Found	None

Example HTTP request

Request path

/v1/cloud-ml/clusters/{cluster_id}/check-releasable

Request header

"Scp-Accesskey = 2sd2gg=2agbdSD26svcD",
"Scp-Signature = fsfsdf235f9U35sdgf35Xsf/qgsdgsdg326=sfsdr23rsef=",
"Scp-Timestamp = 1605290625682",
"Scp-ClientType = Openapi",
"Accept-Language = ko-KR",
"Scp-Api-Version = cloud-ml 1.0"

Example HTTP response

Response 200

{
    "exceptions": [],
    "result": true
}

2.1.5 - ClusterProduct

2.1.5.1 - 1.0

get /v1/cloud-ml/clusters/{cluster_id}

Description

cluster product

상태 ACTIVE (CURRENT)

버전	최소 지원 보장일
1.0	-

Parameters

Type	Name	Description	Schema	Default
header	accept optional	Accept Example : `application/json`	string	application/json
header	content_type optional	Content-Type Example : `application/json`	string	application/json
path	cluster_id required	Cluster ID Example : `10a599e031e749b7b260868f441e862b`	string	None

Responses

HTTP Code	Description	Schema
200	OK	CloudMLClusterProductsResponse
400	Bad Request	None
401	Unauthorized	None
404	Not Found	None

Example HTTP request

Request path

/v1/cloud-ml/clusters/{cluster_id}

Request header

"Scp-Accesskey = 2sd2gg=2agbdSD26svcD",
"Scp-Signature = fsfsdf235f9U35sdgf35Xsf/qgsdgsdg326=sfsdr23rsef=",
"Scp-Timestamp = 1605290625682",
"Scp-ClientType = Openapi",
"Accept-Language = ko-KR",
"Scp-Api-Version = cloud-ml 1.0"

Example HTTP response

Response 200

{
    "cloud_ml": {},
    "cloud_ml_common": {}
}

2.1.6 - CreateCloudML

2.1.6.1 - 1.0

post /v1/cloud-ml

Description

create cloud ML

상태 ACTIVE (CURRENT)

버전	최소 지원 보장일
1.0	-

Parameters

Type	Name	Description	Schema	Default
header	accept optional	Accept Example : `application/json`	string	application/json
header	content_type optional	Content-Type Example : `application/json`	string	application/json
body	body required		CloudMLRequest

Responses

HTTP Code	Description	Schema
200	OK	AsyncResponse
400	Bad Request	None
401	Unauthorized	None
404	Not Found	None

Example HTTP request

Request path

/v1/cloud-ml

Request header

"Scp-Accesskey = 2sd2gg=2agbdSD26svcD",
"Scp-Signature = fsfsdf235f9U35sdgf35Xsf/qgsdgsdg326=sfsdr23rsef=",
"Scp-Timestamp = 1605290625682",
"Scp-ClientType = Openapi",
"Accept-Language = ko-KR",
"Scp-Api-Version = cloud-ml 1.0"

Request body

{
    "analytics_resource": {
        "cpu": 0,
        "gpu": "",
        "memory": 0
    },
    "application_resource": {
        "cpu": 0,
        "memory": 0
    },
    "cloud_ml_name": "aiml-test",
    "cluster_id": "10a599e031e749b7b260868f441e862b",
    "copilot": {
        "cpu": 0,
        "gpu": "",
        "memory": 0
    },
    "custom_registry_access_key": "10a599e031e749b7b260868f441e862b",
    "custom_registry_access_project_id": "10a599e031e749b7b260868f441e862b",
    "custom_registry_access_region": "10a599e031e749b7b260868f441e862b",
    "custom_registry_access_secret_key": "10a599e031e749b7b260868f441e862b",
    "custom_registry_host": "10a599e031e749b7b260868f441e862b",
    "description": "147@53A69a",
    "domain_name": "147@53A69a",
    "endpoint_type": "147@53A69a",
    "image_id": "10a599e031e749b7b260868f441e862b",
    "product_group_id": "10a599e031e749b7b260868f441e862b",
    "tags": [],
    "use_copilot": true
}

Example HTTP response

Response 200

{
    "project_id": "10a599e031e749b7b260868f441e862b",
    "request_id": "10a599e031e749b7b260868f441e862b",
    "resource_id": "10a599e031e749b7b260868f441e862b"
}

2.1.7 - DeleteCloudML

2.1.7.1 - 1.0

delete /v1/cloud-ml/{cloud_ml_id}

Description

delete cloud ML

상태 ACTIVE (CURRENT)

버전	최소 지원 보장일
1.0	-

Parameters

Type	Name	Description	Schema	Default
header	accept optional	Accept Example : `application/json`	string	application/json
header	content_type optional	Content-Type Example : `application/json`	string	application/json
path	cloud_ml_id required	Cluster ID Example : `10a599e031e749b7b260868f441e862b`	string	None

Responses

HTTP Code	Description	Schema
202	Accepted	None
400	Bad Request	None
401	Unauthorized	None
404	Not Found	None
500	Internal Server Error	None

Example HTTP request

Request path

/v1/cloud-ml/{cloud_ml_id}

Request header

"Scp-Accesskey = 2sd2gg=2agbdSD26svcD",
"Scp-Signature = fsfsdf235f9U35sdgf35Xsf/qgsdgsdg326=sfsdr23rsef=",
"Scp-Timestamp = 1605290625682",
"Scp-ClientType = Openapi",
"Accept-Language = ko-KR",
"Scp-Api-Version = cloud-ml 1.0"

Example HTTP response

Response 202

2.1.8 - ShowCloudML

2.1.8.1 - 1.0

get /v1/cloud-ml/{cloud_ml_id}

Description

get cloud ML

상태 ACTIVE (CURRENT)

버전	최소 지원 보장일
1.0	-

Parameters

Type	Name	Description	Schema	Default
header	accept optional	Accept Example : `application/json`	string	application/json
header	content_type optional	Content-Type Example : `application/json`	string	application/json
path	cloud_ml_id required	Cluster ID Example : `10a599e031e749b7b260868f441e862b`	string	None

Responses

HTTP Code	Description	Schema
200	OK	CloudMLDetailResponse
400	Bad Request	CloudMLExceptionResponse
401	Unauthorized	CloudMLExceptionResponse
404	Not Found	CloudMLExceptionResponse

Example HTTP request

Request path

/v1/cloud-ml/{cloud_ml_id}

Request header

"Scp-Accesskey = 2sd2gg=2agbdSD26svcD",
"Scp-Signature = fsfsdf235f9U35sdgf35Xsf/qgsdgsdg326=sfsdr23rsef=",
"Scp-Timestamp = 1605290625682",
"Scp-ClientType = Openapi",
"Accept-Language = ko-KR",
"Scp-Api-Version = cloud-ml 1.0"

Example HTTP response

Response 200

{
    "cloud_ml_id": "10a599e031e749b7b260868f441e862b",
    "cloud_ml_name": "aiml-test",
    "cloud_ml_state": "DEPLOYED",
    "cluster_id": "10a599e031e749b7b260868f441e862b",
    "cluster_name": "cluster-test",
    "cluster_permission": {},
    "cluster_request_failed": false,
    "copilot_enabled": false,
    "created_by": "10a599e031e749b7b260868f441e862b",
    "created_dt": "2024-05-17T00:23:17Z",
    "custom_registry_access_key": "aiml-test",
    "custom_registry_host": "aiml-test",
    "description": "aiml-test",
    "display_version": "22.04",
    "domain_name": "aiml-test",
    "endpoint_ip_address": "aiml-test",
    "endpoint_type": "private",
    "image_id": "10a599e031e749b7b260868f441e862b",
    "image_name": "aiml-test",
    "modified_by": "10a599e031e749b7b260868f441e862b",
    "modified_dt": "2024-05-17T00:23:17Z",
    "namespace_name": "aiml-test",
    "product_group_id": "10a599e031e749b7b260868f441e862b",
    "project_id": "10a599e031e749b7b260868f441e862b",
    "request_id": "10a599e031e749b7b260868f441e862b",
    "resource_limit_text": "aiml-test",
    "resource_request_text": "aiml-test",
    "storage_class_name": "aiml-test"
}

2.1.9 - UpdateCloudML

2.1.9.1 - 1.0

put /v1/cloud-ml/{cloud_ml_id}

Description

update cloud ML

상태 ACTIVE (CURRENT)

버전	최소 지원 보장일
1.0	-

Parameters

Type	Name	Description	Schema	Default
header	accept optional	Accept Example : `application/json`	string	application/json
header	content_type optional	Content-Type Example : `application/json`	string	application/json
path	cloud_ml_id required	Cluster ID Example : `10a599e031e749b7b260868f441e862b`	string	None
body	body required		CloudMLUpdateRequest

Responses

HTTP Code	Description	Schema
202	Accepted	CloudMLDetailResponse
400	Bad Request	None
401	Unauthorized	None
404	Not Found	None

Example HTTP request

Request path

/v1/cloud-ml/{cloud_ml_id}

Request header

"Scp-Accesskey = 2sd2gg=2agbdSD26svcD",
"Scp-Signature = fsfsdf235f9U35sdgf35Xsf/qgsdgsdg326=sfsdr23rsef=",
"Scp-Timestamp = 1605290625682",
"Scp-ClientType = Openapi",
"Accept-Language = ko-KR",
"Scp-Api-Version = cloud-ml 1.0"

Request body

{
    "description": "147@53A69a"
}

Example HTTP response

Response 202

{
    "cloud_ml_id": "10a599e031e749b7b260868f441e862b",
    "cloud_ml_name": "aiml-test",
    "cloud_ml_state": "DEPLOYED",
    "cluster_id": "10a599e031e749b7b260868f441e862b",
    "cluster_name": "cluster-test",
    "cluster_permission": {},
    "cluster_request_failed": false,
    "copilot_enabled": false,
    "created_by": "10a599e031e749b7b260868f441e862b",
    "created_dt": "2024-05-17T00:23:17Z",
    "custom_registry_access_key": "aiml-test",
    "custom_registry_host": "aiml-test",
    "description": "aiml-test",
    "display_version": "22.04",
    "domain_name": "aiml-test",
    "endpoint_ip_address": "aiml-test",
    "endpoint_type": "private",
    "image_id": "10a599e031e749b7b260868f441e862b",
    "image_name": "aiml-test",
    "modified_by": "10a599e031e749b7b260868f441e862b",
    "modified_dt": "2024-05-17T00:23:17Z",
    "namespace_name": "aiml-test",
    "product_group_id": "10a599e031e749b7b260868f441e862b",
    "project_id": "10a599e031e749b7b260868f441e862b",
    "request_id": "10a599e031e749b7b260868f441e862b",
    "resource_limit_text": "aiml-test",
    "resource_request_text": "aiml-test",
    "storage_class_name": "aiml-test"
}

2.2 - Models

2.2.1 - AnalyticsEstimateResponse

Name	Description	Schema
cpu required	CPU Usage Example :	integer
gpu required	GPU Example :	any of [string, null]
memory required	CPU Usage Example :	integer

2.2.2 - ApplicationEstimateResponse

Name	Description	Schema	Default
cpu required	CPU Usage Example :	integer
memory required	CPU Usage Example :	integer

2.2.3 - AsyncResponse

Name	Description	Schema
project_id required	Project ID Example : `10a599e031e749b7b260868f441e862b`	string
request_id required	Request ID Example : `10a599e031e749b7b260868f441e862b`	string
resource_id required	Resource ID Example : `10a599e031e749b7b260868f441e862b`	string

2.2.4 - CloudMLCheckDuplicationResponse

Name	Description	Schema	Default
result optional	Result Example : `False`	boolean

2.2.5 - CloudMLClusterCheckReleasableException

Name	Description	Schema
default_message required	Default Message Example :	string
detail_message required	Detail Message Example :	string
error_code required	Error Code Example :	string

2.2.6 - CloudMLClusterCheckReleasableResponse

Name	Description	Schema	Default
exceptions optional	Exceptions	array[CloudMLClusterCheckReleasableException]
result optional	Result Example : `True`	boolean	True

2.2.7 - CloudMLClusterEstimateResponse

Name	Description	Schema
analytics required	Analytics Estimate	AnalyticsEstimateResponse
application required	Application Estimate	ApplicationEstimateResponse
copilot optional	Copilot Estimate	AnalyticsEstimateResponse

2.2.8 - CloudMLClusterProductsResponse

Name	Description	Schema	Default
cloud_ml optional	Cloud ML	CloudMLProductResponse
cloud_ml_common optional	Cloud ML Common	CloudMLCommonResponse

2.2.9 - CloudMLCommonResponse

Name	Description	Schema
cloud_ml_common_id required	Cloud ML Common Id Example : `10a599e031e749b7b260868f441e862b`	string
cloud_ml_common_state required	Cloud ML Common State Example : `DEPLOYED`	string
cluster_id required	Cluster ID Example : `10a599e031e749b7b260868f441e862b`	string
created_by required	Created By Example : `10a599e031e749b7b260868f441e862b`	string
created_dt required	Created Datetime Example : `2024-05-17T00:23:17Z`	string (date-time)
custom_registry_access_key required	Custom Registry Access Key Example : `aiml-test`	string
custom_registry_host required	Custom Registry Host Example : `aiml-test`	string
custom_registry_project_id required	Custom Registry Access Project ID Example : `aiml-test`	any of [string, null]
custom_registry_region required	Custom Registry Access Region Example : `aiml-test`	any of [string, null]
domain_name required	Domain Name Example : `aiml-test`	string
endpoint_type required	Endpoint Type Example : `private`	string
image_id required	Image ID Example : `10a599e031e749b7b260868f441e862b`	string
image_registry_url required	image.registry.url Example :	string
modified_by required	Modified By Example : `10a599e031e749b7b260868f441e862b`	string
modified_dt required	Modified Datetime Example : `2024-05-17T00:23:17Z`	string (date-time)
namespace_name required	Namepsace Name Example : `aiml-test`	string
product_group_id required	Product Group ID Example : `10a599e031e749b7b260868f441e862b`	any of [string, null]
project_id required	Project ID Example : `10a599e031e749b7b260868f441e862b`	string
request_id required	Request ID Example : `10a599e031e749b7b260868f441e862b`	string
resource_limit_text required	Resource Limit Text Example : `aiml-test`	string
resource_request_text required	Resource Request Text Example : `aiml-test`	string
storage_class_name required	Storage Class Name Example : `aiml-test`	string

2.2.10 - CloudMLDetailResponse

Name	Description	Schema
cloud_ml_id required	Cloud ML Id Example : `10a599e031e749b7b260868f441e862b`	string
cloud_ml_name required	Cloud ML Name Example : `aiml-test`	string
cloud_ml_state required	Cloud ML State Example : `DEPLOYED`	string
cluster_id required	Cluster ID Example : `10a599e031e749b7b260868f441e862b`	string
cluster_name optional	Cluster Name Example : `cluster-test`	any of [string, null]
cluster_permission optional	Cluster Permission Example :	any of [object, null]
cluster_request_failed optional	Cluster Request Fail Example : `False`	any of [boolean, null]
copilot_enabled required	Copilot Enable Example : `False`	boolean
created_by required	Created By Example : `10a599e031e749b7b260868f441e862b`	string
created_dt required	Created Datetime Example : `2024-05-17T00:23:17Z`	string (date-time)
custom_registry_access_key required	Custom Registry Access Key Example : `aiml-test`	string
custom_registry_host required	Custom Registry Host Example : `aiml-test`	string
description required	Description Example : `aiml-test`	any of [string, null]
display_version required	Display Version Example : `22.04`	string
domain_name required	Domain Name Example : `aiml-test`	string
endpoint_ip_address optional	Endpoint Ip Address Example : `aiml-test`	any of [string, null]
endpoint_type required	Endpoint Type Example : `private`	string
image_id required	Image ID Example : `10a599e031e749b7b260868f441e862b`	string
image_name required	Image Name Example : `aiml-test`	string
modified_by required	Modified By Example : `10a599e031e749b7b260868f441e862b`	string
modified_dt required	Modified Datetime Example : `2024-05-17T00:23:17Z`	string (date-time)
namespace_name required	Namepsace Name Example : `aiml-test`	string
product_group_id required	Product Group ID Example : `10a599e031e749b7b260868f441e862b`	any of [string, null]
project_id required	Project ID Example : `10a599e031e749b7b260868f441e862b`	string
request_id required	Request ID Example : `10a599e031e749b7b260868f441e862b`	string
resource_limit_text required	Resource Limit Text Example : `aiml-test`	string
resource_request_text required	Resource Request Text Example : `aiml-test`	string
storage_class_name required	Storage Class Name Example : `aiml-test`	string

2.2.11 - CloudMLExceptionDetailResponse

Name	Description	Schema
code required	code Example :	string
detail required	detail Example :	string
global_request_id required	Global Request Id Example :	string
links required	Links	array[string]
related_resources required	Related Resources	array[string]
request_id required	Request Id Example :	string
status required	Status Example :	integer
title required	Title Example :	string

2.2.12 - CloudMLExceptionResponse

Name	Description	Schema	Default
errors optional		array[CloudMLExceptionDetailResponse]

2.2.13 - CloudMLProductResponse

Name	Description	Schema
cloud_ml_id required	Cloud ML Id Example : `10a599e031e749b7b260868f441e862b`	string
cloud_ml_state required	Cloud ML State Example : `DEPLOYED`	string
cluster_id required	Cluster ID Example : `10a599e031e749b7b260868f441e862b`	string
copilot_enabled required	Copilot Enable Example : `False`	boolean
created_by required	Created By Example : `10a599e031e749b7b260868f441e862b`	string
created_dt required	Created Datetime Example : `2024-05-17T00:23:17Z`	string (date-time)
custom_registry_access_key required	Custom Registry Access Key Example : `aiml-test`	string
custom_registry_host required	Custom Registry Host Example : `aiml-test`	string
description required	Description Example : `aiml-test`	any of [string, null]
display_version required	Display Version Example : `22.04`	string
domain_name required	Domain Name Example : `aiml-test`	string
endpoint_type required	Endpoint Type Example : `private`	string
image_id required	Image ID Example : `10a599e031e749b7b260868f441e862b`	string
image_name required	Image Name Example : `aiml-test`	string
modified_by required	Modified By Example : `10a599e031e749b7b260868f441e862b`	string
modified_dt required	Modified Datetime Example : `2024-05-17T00:23:17Z`	string (date-time)
namespace_name required	Namepsace Name Example : `aiml-test`	string
product_group_id required	Product Group ID Example : `10a599e031e749b7b260868f441e862b`	any of [string, null]
project_id required	Project ID Example : `10a599e031e749b7b260868f441e862b`	string
request_id required	Request ID Example : `10a599e031e749b7b260868f441e862b`	string
resource_limit_text required	Resource Limit Text Example : `aiml-test`	string
resource_request_text required	Resource Request Text Example : `aiml-test`	string
storage_class_name required	Storage Class Name Example : `aiml-test`	string

2.2.14 - CloudMLRequest

Name	Description	Schema
analytics_resource required	Analytics Resource Example : `{'cpu': 0, 'gpu': '', 'memory': 0}`	object
application_resource required	Application Resource Example : `{'cpu': 0, 'memory': 0}`	object
cloud_ml_name required	Cloud ML Name Example : `aiml-test`	string
cluster_id required	Cluster ID Example : `10a599e031e749b7b260868f441e862b`	string
copilot optional	Copilot Example : `{'cpu': 0, 'gpu': '', 'memory': 0}`	object
custom_registry_access_key required	Custom Registry Access Key Example : `10a599e031e749b7b260868f441e862b`	string
custom_registry_access_project_id optional	Custom Registry Access Project ID Example : `10a599e031e749b7b260868f441e862b`	any of [string, null]
custom_registry_access_region optional	Custom Registry Access Region Example : `10a599e031e749b7b260868f441e862b`	any of [string, null]
custom_registry_access_secret_key required	Custom Registry Access Secret Key Example : `10a599e031e749b7b260868f441e862b`	string
custom_registry_host required	Custom Registry Host Example : `10a599e031e749b7b260868f441e862b`	string
description optional	Description Example : `147@53A69a`	string
domain_name required	Domain Name Example : `147@53A69a`	string
endpoint_type required	Endpoint Type Example : `147@53A69a`	string
image_id required	Image ID Example : `10a599e031e749b7b260868f441e862b`	string
product_group_id optional	Product Group ID Example : `10a599e031e749b7b260868f441e862b`	string
tags optional	Tags	array[object]
use_copilot optional	Use Copilot Example : `True`	boolean

2.2.15 - CloudMLUpdateRequest

Name	Description	Schema	Default
description required	Description Example : `147@53A69a`	string

2.2.16 - ImageAttr

Name	Description	Schema
copilot_enabled required	Copilot Enabled Example :	string
display_version required	Display Version Example :	string
image_id required	Image ID Example :	string
image_name required	Image Name Example :	string
k8s_version required	K8s Version Example :	any of [string, null]

2.2.17 - ImageVersionsResponse

Name	Description	Schema	Default
contents required	contents	array[ImageAttr]
total_count required	total_count Example :	integer