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Cloud ML

1: APIs

1.1: CheckDuplicationNameAndDomainName

1.1.1: 1.0

1.2: CloudMLClusterCheckEstimate

1.2.1: 1.0

1.3: CloudMLImages

1.3.1: 1.0

1.4: ClusterCheckReleasable

1.4.1: 1.0

1.5: ClusterProduct

1.5.1: 1.0

1.6: CreateCloudML

1.6.1: 1.0

1.7: DeleteCloudML

1.7.1: 1.0

1.8: ShowCloudML

1.8.1: 1.0

1.9: UpdateCloudML

1.9.1: 1.0

2: Models

2.1: AnalyticsEstimateResponse
2.2: ApplicationEstimateResponse
2.3: AsyncResponse
2.4: CloudMLCheckDuplicationResponse
2.5: CloudMLClusterCheckReleasableException
2.6: CloudMLClusterCheckReleasableResponse
2.7: CloudMLClusterEstimateResponse
2.8: CloudMLClusterProductsResponse
2.9: CloudMLCommonResponse
2.10: CloudMLDetailResponse
2.11: CloudMLExceptionDetailResponse
2.12: CloudMLExceptionResponse
2.13: CloudMLProductResponse
2.14: CloudMLRequest
2.15: CloudMLUpdateRequest
2.16: ImageAttr
2.17: ImageVersionsResponse

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

1 - APIs

1.1 - CheckDuplicationNameAndDomainName

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
}

1.2 - CloudMLClusterCheckEstimate

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": {}
}

1.3 - CloudMLImages

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": ""
}

1.4 - ClusterCheckReleasable

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
}

1.5 - ClusterProduct

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": {}
}

1.6 - CreateCloudML

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"
}

1.7 - DeleteCloudML

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

1.8 - ShowCloudML

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"
}

1.9 - UpdateCloudML

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 - Models

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 - ApplicationEstimateResponse

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

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

2.4 - CloudMLCheckDuplicationResponse

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

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

2.6 - CloudMLClusterCheckReleasableResponse

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

2.7 - CloudMLClusterEstimateResponse

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

2.8 - CloudMLClusterProductsResponse

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

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

2.10 - 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

2.11 - 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

2.12 - CloudMLExceptionResponse

Name	Description	Schema	Default
errors optional		array[CloudMLExceptionDetailResponse]

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

2.14 - 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

2.15 - CloudMLUpdateRequest

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

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]

2.17 - ImageVersionsResponse

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