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Cloud ML

Overview

Provides a Command-line Interface (CLI) that supports programmatic use of IaaS/PaaS products provided by SCP.

This guide provides a brief description of Cloud ML service and how to call CLI.

Version

Deprecated versions with Not Before dates that have arrived or expired are no longer supported. We recommend using the latest version.

VersionStatusNot Before
1.0CURRENT-

1 - CLIs

1.1 - CheckDuplicationNameAndDomainName

1.1.1 - 1.0

scpcli cloud-ml check duplication name and domain name
[--name <value>]
[--domain_name <value>]
[--accept <value>]
[--content_type <value>]

Description

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

State ACTIVE (CURRENT)

VersionNot Before
1.0-

Parameters

NameTypeDescriptionExample
name
optional
stringname-
domain_name
optional
stringDomain Name-
accept
optional
stringAccept-
content_type
optional
stringContent-Type-

Responses

NameDescriptionExample
resultResult

1.2 - CloudMLClusterCheckEstimate

1.2.1 - 1.0

scpcli cloud-ml cloud ml cluster estimate
--cluster_id <value>
[--use_copilot <value>]
[--accept <value>]
[--content_type <value>]

Description

cloud ml cluster estimate

State ACTIVE (CURRENT)

VersionNot Before
1.0-

Parameters

NameTypeDescriptionExample
cluster_id
required
stringCluster ID10a599e031e749b7b260868f441e862b
use_copilot
optional
booleanUse Copilot-
accept
optional
stringAccept-
content_type
optional
stringContent-Type-

Responses

NameDescriptionExample
analyticsAnalytics Estimate
applicationApplication Estimate
copilotCopilot Estimate

1.3 - CloudMLImages

1.3.1 - 1.0

scpcli cloud-ml cloud ml images
[--accept <value>]
[--content_type <value>]

Description

cloud ml images

State ACTIVE (CURRENT)

VersionNot Before
1.0-

Parameters

NameTypeDescriptionExample
accept
optional
stringAccept-
content_type
optional
stringContent-Type-

Responses

NameDescriptionExample
copilot_enabledCopilot Enabled
display_versionDisplay Version
image_idImage ID
image_nameImage Name
k8s_versionK8s Version

1.4 - ClusterCheckReleasable

1.4.1 - 1.0

scpcli cloud-ml cluster check releasable
--cluster_id <value>
[--accept <value>]
[--content_type <value>]

Description

cluster check releasable

State ACTIVE (CURRENT)

VersionNot Before
1.0-

Parameters

NameTypeDescriptionExample
cluster_id
required
stringCluster ID10a599e031e749b7b260868f441e862b
accept
optional
stringAccept-
content_type
optional
stringContent-Type-

Responses

NameDescriptionExample
default_messageDefault Message
detail_messageDetail Message
error_codeError Code

1.5 - ClusterProduct

1.5.1 - 1.0

scpcli cloud-ml cluster product
--cluster_id <value>
[--accept <value>]
[--content_type <value>]

Description

cluster product

State ACTIVE (CURRENT)

VersionNot Before
1.0-

Parameters

NameTypeDescriptionExample
cluster_id
required
stringCluster ID10a599e031e749b7b260868f441e862b
accept
optional
stringAccept-
content_type
optional
stringContent-Type-

Responses

NameDescriptionExample
cloud_mlCloud ML
cloud_ml_commonCloud ML Common

1.6 - CreateCloudML

1.6.1 - 1.0

scpcli cloud-ml create cloud ml
--image_id <value>
--endpoint_type <value>
--domain_name <value>
--custom_registry_host <value>
--custom_registry_access_secret_key <value>
--custom_registry_access_key <value>
--cluster_id <value>
--cloud_ml_name <value>
--application_resource <value>
--analytics_resource <value>
[--copilot <value>]
[--custom_registry_access_project_id <value>]
[--custom_registry_access_region <value>]
[--description <value>]
[--product_group_id <value>]
[--tags <value>]
[--use_copilot <value>]
[--accept <value>]
[--content_type <value>]

Description

create cloud ML

State ACTIVE (CURRENT)

VersionNot Before
1.0-

Parameters

NameTypeDescriptionExample
image_id
required
stringImage ID10a599e031e749b7b260868f441e862b
endpoint_type
required
stringEndpoint Type147@53A69a
domain_name
required
stringDomain Name147@53A69a
custom_registry_host
required
stringCustom Registry Host10a599e031e749b7b260868f441e862b
custom_registry_access_secret_key
required
stringCustom Registry Access Secret Key10a599e031e749b7b260868f441e862b
custom_registry_access_key
required
stringCustom Registry Access Key10a599e031e749b7b260868f441e862b
cluster_id
required
stringCluster ID10a599e031e749b7b260868f441e862b
cloud_ml_name
required
stringCloud ML Nameaiml-test
application_resource
required
objectApplication Resource{'cpu': 0, 'memory': 0}
analytics_resource
required
objectAnalytics Resource{'cpu': 0, 'gpu': '', 'memory': 0}
copilot
optional
objectCopilot{'cpu': 0, 'gpu': '', 'memory': 0}
custom_registry_access_project_id
optional
stringCustom Registry Access Project ID10a599e031e749b7b260868f441e862b
custom_registry_access_region
optional
stringCustom Registry Access Region10a599e031e749b7b260868f441e862b
description
optional
stringDescription147@53A69a
product_group_id
optional
stringProduct Group ID10a599e031e749b7b260868f441e862b
tags
optional
arrayTags-
use_copilot
optional
booleanUse CopilotTrue
accept
optional
stringAccept-
content_type
optional
stringContent-Type-

Responses

NameDescriptionExample
project_idProject ID10a599e031e749b7b260868f441e862b
request_idRequest ID10a599e031e749b7b260868f441e862b
resource_idResource ID10a599e031e749b7b260868f441e862b

1.7 - DeleteCloudML

1.7.1 - 1.0

scpcli cloud-ml delete cloud ml
--cloud_ml_id <value>
[--accept <value>]
[--content_type <value>]

Description

delete cloud ML

State ACTIVE (CURRENT)

VersionNot Before
1.0-

Parameters

NameTypeDescriptionExample
cloud_ml_id
required
stringCluster ID10a599e031e749b7b260868f441e862b
accept
optional
stringAccept-
content_type
optional
stringContent-Type-

1.8 - ShowCloudML

1.8.1 - 1.0

scpcli cloud-ml show cloud ml
--cloud_ml_id <value>
[--accept <value>]
[--content_type <value>]

Description

get cloud ML

State ACTIVE (CURRENT)

VersionNot Before
1.0-

Parameters

NameTypeDescriptionExample
cloud_ml_id
required
stringCluster ID10a599e031e749b7b260868f441e862b
accept
optional
stringAccept-
content_type
optional
stringContent-Type-

Responses

NameDescriptionExample
cloud_ml_idCloud ML Id10a599e031e749b7b260868f441e862b
cloud_ml_nameCloud ML Nameaiml-test
cloud_ml_stateCloud ML StateDEPLOYED
cluster_idCluster ID10a599e031e749b7b260868f441e862b
cluster_nameCluster Namecluster-test
cluster_permissionCluster Permission{}
cluster_request_failedCluster Request FailFalse
copilot_enabledCopilot EnableFalse
created_byCreated By10a599e031e749b7b260868f441e862b
created_dtCreated Datetime2024-05-17T00:23:17Z
custom_registry_access_keyCustom Registry Access Keyaiml-test
custom_registry_hostCustom Registry Hostaiml-test
descriptionDescriptionaiml-test
display_versionDisplay Version22.04
domain_nameDomain Nameaiml-test
endpoint_ip_addressEndpoint Ip Addressaiml-test
endpoint_typeEndpoint Typeprivate
image_idImage ID10a599e031e749b7b260868f441e862b
image_nameImage Nameaiml-test
modified_byModified By10a599e031e749b7b260868f441e862b
modified_dtModified Datetime2024-05-17T00:23:17Z
namespace_nameNamepsace Nameaiml-test
product_group_idProduct Group ID10a599e031e749b7b260868f441e862b
project_idProject ID10a599e031e749b7b260868f441e862b
request_idRequest ID10a599e031e749b7b260868f441e862b
resource_limit_textResource Limit Textaiml-test
resource_request_textResource Request Textaiml-test
storage_class_nameStorage Class Nameaiml-test

1.9 - UpdateCloudML

1.9.1 - 1.0

scpcli cloud-ml update-cloud-ml
--cloud_ml_id <value>
--description <value>
[--accept <value>]
[--content_type <value>]

Description

update cloud ML

State ACTIVE (CURRENT)

VersionNot Before
1.0-

Parameters

NameTypeDescriptionExample
cloud_ml_id
required
stringCluster ID10a599e031e749b7b260868f441e862b
description
required
stringDescription147@53A69a
accept
optional
stringAccept-
content_type
optional
stringContent-Type-