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ALIYUN::PAIPlugin::TrainingJob

Updated at: 2024-08-12 01:59
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ALIYUN::PAIPlugin::TrainingJob is used to create a training job.

Syntax

{
  "Type": "ALIYUN::PAIPlugin::TrainingJob",
  "Properties": {
    "Algorithm": String,
    "CampaignId": String,
    "DataPath": String,
    "Name": String,
    "UserConfig": Map,
    "Remark": String,
    "WaitForTrainingFinish": Boolean
  }
}

Properties

Property

Type

Required

Editable

Description

Constraint

Property

Type

Required

Editable

Description

Constraint

Algorithm

String

Yes

No

The ID of the algorithm to be associated.

None.

CampaignId

String

Yes

No

The ID of the operational activity to be associated.

None.

DataPath

String

Yes

No

The path where the data that you want to train is stored.

None.

Name

String

Yes

No

The name of the training job.

None.

UserConfig

Map

Yes

No

The user configurations.

None.

Remark

String

No

No

The remarks.

None.

WaitForTrainingFinish

Boolean

No

No

Specifies whether to wait until the training job is complete before creating resources.

The maximum waiting time is 40 minutes.

Return values

Fn::GetAtt

TrainingJobId: the ID of the training job.

Examples

Note

You must change the masked values of properties, such as the CampaignId property, based on your business requirements.

YAML format
JSON format
ROSTemplateFormatVersion: '2015-09-01'
Parameters: {}
Resources:
  TrainingJob:
    Type: ALIYUN::PAIPlugin::TrainingJob
    Properties:
      DataPath: https://bucket.region.aliyuncs.com/folder/
      CampaignId: 0a54e195-03e2-40bd-869d-b71cb302****
      UserConfig:
        start_date: '20210101'
        end_date: '20210131'
      Algorithm: user_recall
      Name: VIP customers
Outputs:
  TrainingJobId:
    Description: The training job id.
    Value:
      Fn::GetAtt:
        - TrainingJob
        - TrainingJobId

{
  "ROSTemplateFormatVersion": "2015-09-01",
  "Parameters": {
  },
  "Resources": {
    "TrainingJob": {
      "Type": "ALIYUN::PAIPlugin::TrainingJob",
      "Properties": {
        "DataPath": "https://bucket.region.aliyuncs.com/folder/",
        "CampaignId": "0a54e195-03e2-40bd-869d-b71cb302****",
        "UserConfig": {
          "start_date": "20210101",
          "end_date": "20210131"
        },
        "Algorithm": "user_recall",
        "Name": "VIP customers"
      }
    }
  },
  "Outputs": {
    "TrainingJobId": {
      "Description": "The training job id.",
      "Value": {
        "Fn::GetAtt": [
          "TrainingJob",
          "TrainingJobId"
        ]
      }
    }
  }
}
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  • Syntax
  • Properties
  • Return values
  • Examples
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