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AI-ML

1: AI&MLOps Platform

1.1: CLIs

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

2: Cloud ML

2.1: CLIs

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

1 - AI&MLOps Platform

Overview

SCP에서 제공하는 IaaS/PaaS 상품을 프로그램적으로 이용할 수 있도록 지원하는 명령 줄 인터페이스(Command-line interface, CLI)를 제공합니다.

본 가이드는 AI&MLOps Platform 서비스에 대한 간략한 설명 및 CLI를 호출하는 방법을 제공합니다.

Version

Version	Status	Supported Until

1.1 - CLIs

1.1.1 - Check Cluster Version

1.1.1.1 - 1.0

scpcli aimlops-platform check cluster version
--cluster_id <value>
--cluster_version <value>

Description

Check AI&MLOps Platform Cluster Version.

상태 ACTIVE (CURRENT)

버전	최소 지원 보장일
1.0	-

Parameters

Name	Type	Description	Example
cluster_id required	string	Cluster ID	`10a599e031e749b7b260868f441e862b`
cluster_version required	string	Version	`1.28.1`

Responses

Name	Description	Example
result	Result

1.1.2 - Check Duplication AI&MLOps Platform Name

1.1.2.1 - 1.0

scpcli aimlops-platform check duplication
--release_name <value>

Description

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

상태 ACTIVE (CURRENT)

버전	최소 지원 보장일
1.0	-

Parameters

Name	Type	Description	Example
release_name required	string	Release Name	`aiml-test`

Responses

Name	Description	Example
result	Result

1.1.3 - Create AI&MLOps Platform

1.1.3.1 - 1.0

scpcli aimlops-platform create aiml platform
--volume_type_name <value>
--volume_size <value>
--server_type_id <value>
--name <value>
--keypair_name <value>
--image_os_version <value>
--image_os <value>
--vpc_id <value>
--volume_id <value>
--subnet_id <value>
--security_group_id_list <value>
--kubernetes_engine_name <value>
--k8s_version <value>
--release_name <value>
--image_id <value>
--ai_ml_ops_platform_type <value>
[--ai_ml_ops_platform_endpoint_type <value>]
[--cluster_id <value>]
[--initial_user_email <value>]
[--initial_user_password <value>]
[--storage_class_name <value>]
[--tags <value>]
[--cifs_volume_id <value>]
[--cloud_logging_enabled <value>]
[--lb_id <value>]
[--private_acl_ip_resource <value>]
[--public_acl_ip_address <value>]
[--desired_node_count <value>]
[--is_auto_recovery <value>]
[--is_auto_scale <value>]
[--kubernetes_version <value>]
[--max_node_count <value>]
[--min_node_count <value>]

Description

Create AI&MLOps Platform.

상태 ACTIVE (CURRENT)

버전	최소 지원 보장일
1.0	-

Parameters

Name	Type	Description	Example
volume_type_name required	string	Volume Type Name	`SSD`
volume_size required	integer	Volume Size	`104`
server_type_id required	string	Server Type ID	`s1v16m64`
name required	string	Nodepool Name	`nodepool-test`
keypair_name required	string	Keypair Name	`keypair`
image_os_version required	string	Image OS Version	`22.04`
image_os required	string	Image OS	`ubuntu`
vpc_id required	string	VPC ID	`10a599e031e749b7b260868f441e862b`
volume_id required	string	Volume ID	`10a599e031e749b7b260868f441e862b`
subnet_id required	string	Subnet ID	`10a599e031e749b7b260868f441e862b`
security_group_id_list required	array	List Of Security Group ID	`10a599e031e749b7b260868f441e862b`
kubernetes_engine_name required	string	Cluster Name	`cluster-test`
k8s_version required	string	Kubernetes Version	`v1.28.1`
release_name required	string	Release Name	`aiml-test`
image_id required	string	Image ID	`10a599e031e749b7b260868f441e862b`
ai_ml_ops_platform_type required	string	Product Type	`Enterprise`
ai_ml_ops_platform_endpoint_type optional	string	Endpoint Type	-
cluster_id optional	string	Cluster ID	`10a599e031e749b7b260868f441e862b`
initial_user_email optional	string	Initial User Email	`example@gmail.com`
initial_user_password optional	string	Initial User Password	`147@53A69a`
storage_class_name optional	string	Storage Class Name	-
tags optional	array	Tags	-
cifs_volume_id optional	string	Cifs Volume ID	-
cloud_logging_enabled optional	boolean	Cloud Logging Enabled	-
lb_id optional	string	Load Balancer ID	-
private_acl_ip_resource optional	array	Private Acl Ip Resource	-
public_acl_ip_address optional	string	Public Acl Ip Address	-
desired_node_count optional	integer	Desired Node Count	`2`
is_auto_recovery optional	boolean	Is Auto Recovery	`False`
is_auto_scale optional	boolean	Is Auto Scale	`False`
kubernetes_version optional	string	Kubernetes Version	`v1.28.1`
max_node_count optional	integer	Max Node Count	`3`
min_node_count optional	integer	Min Node Count	`2`

Responses

Name	Description	Example
project_id	Project ID	10a599e031e749b7b260868f441e862b
request_id	Request ID	10a599e031e749b7b260868f441e862b
resource_id	Resource ID	10a599e031e749b7b260868f441e862b

1.1.4 - Delete AI&MLOps Platform

1.1.4.1 - 1.0

scpcli aimlops-platform delete aiml platform
--release_id <value>
[--with_k8s <value>]

Description

Delete AI&MLOps Platform.

상태 ACTIVE (CURRENT)

버전	최소 지원 보장일
1.0	-

Parameters

Name	Type	Description	Example
release_id required	string	Release ID	`10a599e031e749b7b260868f441e862b`
with_k8s optional	boolean	With K8s Engine	-

1.1.5 - Get AI&MLOps Platform details

1.1.5.1 - 1.0

scpcli aimlops-platform show aiml platform
--release_id <value>

Description

Get AI&MLOps Platform details.

상태 ACTIVE (CURRENT)

버전	최소 지원 보장일
1.0	-

Parameters

Name	Type	Description	Example
release_id required	string	Release ID	`10a599e031e749b7b260868f441e862b`

Responses

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

1.1.6 - List AI&MLOps Platform

1.1.6.1 - 1.0

scpcli aimlops-platform list aiml platform
[--size <value>]
[--page <value>]
[--sort <value>]
[--created_by <value>]
[--release_name <value>]
[--cluster_name <value>]
[--aimlopsplatform_version <value>]
[--kubeflow_type <value>]
[--status <value>]

Description

Get List of AI&MLOps Platform.

상태 ACTIVE (CURRENT)

버전	최소 지원 보장일
1.0	-

Parameters

Name	Type	Description	Example
size optional	integer	Size	`20`
page optional	integer	Page	`0`
sort optional	string	Sort	`created_dt:asc`
created_by optional	string	Created By	`10a599e031e749b7b260868f441e862b`
release_name optional	string	Release Name	`aiml-test`
cluster_name optional	string	Cluster Name	`cluster-test`
aimlopsplatform_version optional	string	Version	`v1.7.1`
kubeflow_type optional	string	Kubeflow Type	`Mini`
status optional	string	Service State	`DEPLOYED`

Responses

Name	Description	Example
cluster_id	Cluster ID	10a599e031e749b7b260868f441e862b
cluster_name	Cluster Name	cluster-test
created_by	Created By	10a599e031e749b7b260868f441e862b
created_dt	Created Datetime	2024-05-17T00:23:17Z
kubeflow_type	Product Type	Enterprise
modified_by	Modified By	10a599e031e749b7b260868f441e862b
modified_dt	Modified Datetime	2024-05-17T00:23:17Z
release_id	Release ID	10a599e031e749b7b260868f441e862b
release_name	Release Name	aiml-test
status	Service State	DEPLOYED
version	Product Version	v1.7.1

1.1.7 - List Images

1.1.7.1 - 1.0

scpcli aimlops-platform list image
[--size <value>]
[--page <value>]
[--sort <value>]
[--image_name <value>]

Description

Get List of AI&MLOps Platform Images.

상태 ACTIVE (CURRENT)

버전	최소 지원 보장일
1.0	-

Parameters

Name	Type	Description	Example
size optional	integer	Size	`20`
page optional	integer	Page	`0`
sort optional	string	Sort	`created_dt:asc`
image_name optional	string	Image Name	-

Responses

Name	Description	Example
base_image	Base Image
category	Category
created_by	Created By	10a599e031e749b7b260868f441e862b
created_dt	Created Datetime	2024-05-17T00:23:17Z
description	Description
icon_file	Icon File
icon_file_name	Icon File Name
image_attr	Image Attribute
image_id	Image ID
image_name	Image Name
modified_by	Modified By	10a599e031e749b7b260868f441e862b
modified_dt	Modified Datetime	2024-05-17T00:23:17Z
os_type	OS Type
product_type	Product Type	Enterprise
project_id	Project ID	10a599e031e749b7b260868f441e862b

1.1.8 - List Nodes

1.1.8.1 - 1.0

scpcli aimlops-platform list node
--cluster_id <value>
[--size <value>]
[--page <value>]
[--sort <value>]

Description

Get List of AI&MLOps Platform Nodes.

상태 ACTIVE (CURRENT)

버전	최소 지원 보장일
1.0	-

Parameters

Name	Type	Description	Example
cluster_id required	string	Cluster ID	`10a599e031e749b7b260868f441e862b`
size optional	integer	Size	`20`
page optional	integer	Page	`0`
sort optional	string	Sort	`created_dt:asc`

Responses

Name	Description	Example
age	age
cluster_id	cluster_id
container_version	container_version
created_at	created_at
external_ip_address	external_ip_address
gpu_name	gpu_name
ip	ip
kernel_version	kernel_version
kubernetes_version	kubernetes_version
name	name
node_capacities	node_capacities
node_status	node_status
number_of_allocated_pods	number_of_allocated_pods
number_of_gpu	number_of_gpu
os_image	os_image
uid	uid

1.1.9 - List StorageClasses

1.1.9.1 - 1.0

scpcli aimlops-platform list storageclasse
--cluster_id <value>

Description

Get List of AI&MLOps Platform StorageClasses.

상태 ACTIVE (CURRENT)

버전	최소 지원 보장일
1.0	-

Parameters

Name	Type	Description	Example
cluster_id required	string	Cluster ID	`10a599e031e749b7b260868f441e862b`

Responses

Name	Description	Example
age	age
allow_volume_expansion	allow_volume_expansion
cluster_id	cluster_id
created_at	created_at
default_class	default_class
name	name
provisioner	provisioner
pv_reclaim_policy	pv_reclaim_policy
uid	uid
volume_binding_mode	volume_binding_mode

1.1.10 - Update AI&MLOps Platform

1.1.10.1 - 1.0

scpcli aimlops-platform set aiml platform
--release_id <value>
[--ai_ml_ops_platform_endpoint_type <value>]
[--dns_id <value>]
[--domain_service_name <value>]
[--ip <value>]
[--operation_type <value>]
[--record_id <value>]
[--record_name <value>]

Description

Update AI&MLOps Platform.

상태 ACTIVE (CURRENT)

버전	최소 지원 보장일
1.0	-

Parameters

Name	Type	Description	Example
release_id required	string	Release ID	`10a599e031e749b7b260868f441e862b`
ai_ml_ops_platform_endpoint_type optional	string	Endpoint Type	```Public
dns_id optional	string	DNS ID	`acdd205d-b1d3-44e7-ab7a-429ca090e941`
domain_service_name optional	string	Domain Service Name	`sample.aimlopsplatform.com`
ip optional	string	IP	`192.168.3.197`
operation_type optional	string	Operation Type	```CREATE
record_id optional	string	Record ID	`8af744b9-4893-4f98-881d-4df984de7162`
record_name optional	string	Record Name	`sample`

1.1.11 - Validate Cluster Namespace

1.1.11.1 - 1.0

scpcli aimlops-platform validate namespace
--cluster_id <value>

Description

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

상태 ACTIVE (CURRENT)

버전	최소 지원 보장일
1.0	-

Parameters

Name	Type	Description	Example
cluster_id required	string	Cluster ID	`10a599e031e749b7b260868f441e862b`

Responses

Name	Description	Example
result	Result

1.1.12 - Validate Cluster Resource Size

1.1.12.1 - 1.0

scpcli aimlops-platform validate cluster resource
--cluster_id <value>
--product_type <value>

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

Name	Type	Description	Example
cluster_id required	string	Cluster ID	`10a599e031e749b7b260868f441e862b`
product_type required	string	Product Type	`Enterprise`

Responses

Name	Description	Example
result	Result

2 - Cloud ML

Overview

SCP에서 제공하는 IaaS/PaaS 상품을 프로그램적으로 이용할 수 있도록 지원하는 명령 줄 인터페이스(Command-line interface, CLI)를 제공합니다.

본 가이드는 Cloud ML 서비스에 대한 간략한 설명 및 CLI를 호출하는 방법을 제공합니다.

Version

Version	Status	Supported Until

2.1 - CLIs

2.1.1 - CheckDuplicationNameAndDomainName

2.1.1.1 - 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.)

상태 ACTIVE (CURRENT)

버전	최소 지원 보장일
1.0	-

Parameters

Name	Type	Description	Example
name optional	string	name	-
domain_name optional	string	Domain Name	-
accept optional	string	Accept	-
content_type optional	string	Content-Type	-

Responses

Name	Description	Example
result	Result

2.1.2 - CloudMLClusterCheckEstimate

2.1.2.1 - 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

상태 ACTIVE (CURRENT)

버전	최소 지원 보장일
1.0	-

Parameters

Name	Type	Description	Example
cluster_id required	string	Cluster ID	`10a599e031e749b7b260868f441e862b`
use_copilot optional	boolean	Use Copilot	-
accept optional	string	Accept	-
content_type optional	string	Content-Type	-

Responses

Name	Description	Example
analytics	Analytics Estimate
application	Application Estimate
copilot	Copilot Estimate

2.1.3 - CloudMLImages

2.1.3.1 - 1.0

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

Description

cloud ml images

상태 ACTIVE (CURRENT)

버전	최소 지원 보장일
1.0	-

Parameters

Name	Type	Description	Example
accept optional	string	Accept	-
content_type optional	string	Content-Type	-

Responses

Name	Description	Example
copilot_enabled	Copilot Enabled
display_version	Display Version
image_id	Image ID
image_name	Image Name
k8s_version	K8s Version

2.1.4 - ClusterCheckReleasable

2.1.4.1 - 1.0

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

Description

cluster check releasable

상태 ACTIVE (CURRENT)

버전	최소 지원 보장일
1.0	-

Parameters

Name	Type	Description	Example
cluster_id required	string	Cluster ID	`10a599e031e749b7b260868f441e862b`
accept optional	string	Accept	-
content_type optional	string	Content-Type	-

Responses

Name	Description	Example
default_message	Default Message
detail_message	Detail Message
error_code	Error Code

2.1.5 - ClusterProduct

2.1.5.1 - 1.0

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

Description

cluster product

상태 ACTIVE (CURRENT)

버전	최소 지원 보장일
1.0	-

Parameters

Name	Type	Description	Example
cluster_id required	string	Cluster ID	`10a599e031e749b7b260868f441e862b`
accept optional	string	Accept	-
content_type optional	string	Content-Type	-

Responses

Name	Description	Example
cloud_ml	Cloud ML
cloud_ml_common	Cloud ML Common

2.1.6 - CreateCloudML

2.1.6.1 - 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

상태 ACTIVE (CURRENT)

버전	최소 지원 보장일
1.0	-

Parameters

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

Responses

Name	Description	Example
project_id	Project ID	10a599e031e749b7b260868f441e862b
request_id	Request ID	10a599e031e749b7b260868f441e862b
resource_id	Resource ID	10a599e031e749b7b260868f441e862b

2.1.7 - DeleteCloudML

2.1.7.1 - 1.0

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

Description

delete cloud ML

상태 ACTIVE (CURRENT)

버전	최소 지원 보장일
1.0	-

Parameters

Name	Type	Description	Example
cloud_ml_id required	string	Cluster ID	`10a599e031e749b7b260868f441e862b`
accept optional	string	Accept	-
content_type optional	string	Content-Type	-

2.1.8 - ShowCloudML

2.1.8.1 - 1.0

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

Description

get cloud ML

상태 ACTIVE (CURRENT)

버전	최소 지원 보장일
1.0	-

Parameters

Name	Type	Description	Example
cloud_ml_id required	string	Cluster ID	`10a599e031e749b7b260868f441e862b`
accept optional	string	Accept	-
content_type optional	string	Content-Type	-

Responses

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

2.1.9 - UpdateCloudML

2.1.9.1 - 1.0

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

Description

update cloud ML

상태 ACTIVE (CURRENT)

버전	최소 지원 보장일
1.0	-

Parameters

Name	Type	Description	Example
cloud_ml_id required	string	Cluster ID	`10a599e031e749b7b260868f441e862b`
description required	string	Description	`147@53A69a`
accept optional	string	Accept	-
content_type optional	string	Content-Type	-