ALIYUN::PAIPlugin::InferenceJob资源类型定义与示例-资源编排-阿里云

ALIYUN::PAIPlugin::InferenceJob类型用于创建预测任务。

语法

{
  "Type": "ALIYUN::PAIPlugin::InferenceJob",
  "Properties": {
    "Algorithm": String,
    "CampaignId": String,
    "DataPath": String,
    "Name": String,
    "TrainingJobId": String,
    "TargetPath": String,
    "UserConfig": Map,
    "Remark": String,
    "WaitForInferenceFinish": Boolean
  }
}

属性

属性名称	类型	必须	允许更新	描述	约束
Algorithm	String	是	否	关联算法ID。	无
CampaignId	String	是	否	关联运营活动ID。	无
DataPath	String	是	否	预测数据路径。	无
Name	String	是	否	预测任务名称。	无
TrainingJobId	String	是	否	关联训练任务。	无
TargetPath	String	是	否	输出数据路径	无
UserConfig	Map	是	否	用户配置。	无
Remark	String	否	否	备注。	无
WaitForInferenceFinish	Boolean	否	否	是否等待推理任务完成后再创建资源。	最长等待时间为40分钟。

返回值

Fn::GetAtt

InferenceJobId：预测任务ID。
GroupId：关联人群ID。

示例

说明

请您根据实际情况更改脱敏的参数取值，例如CampaignId。

`YAML`格式

ROSTemplateFormatVersion: '2015-09-01'
Parameters:
  DataPath:
    Type: String
    Description:
      en: The input data path of inference job.
    Required: true
  TrainingJobId:
    Type: String
    Description:
      en: The training job id of inference job.
    Required: true
  CampaignId:
    Type: String
    Description:
      en: The campaign id of inference job.
    Required: true
  TargetPath:
    Type: String
    Description:
      en: The output result path of inference job.
    Required: true
  UserConfig:
    Type: Json
    Description:
      en: The user config of inference job.
    Required: true
  Algorithm:
    Type: String
    Description:
      en: The algorithm of inference job.
    Required: true
  WaitForInferenceFinish:
    Type: Boolean
    Description:
      en: Whether resource creation waits for the inference task to complete.The longest waiting time is 40 minutes
    Required: false
    Default: true
  Remark:
    Type: String
    Description:
      en: The remark of inference job.
    Required: false
  Name:
    Type: String
    Description:
      en: The name of inference job.
    Required: true
Resources:
  InferenceJob:
    Type: ALIYUN::PAIPlugin::InferenceJob
    Properties:
      DataPath: https://bucket.region.aliyuncs.com/folder/
      TrainingJobId: '123'
      CampaignId: 0a54e195-03e2-40bd-869d-b71cb302****
      TargetPath: https://bucket.region.aliyuncs.com/folder/
      UserConfig: {}
      Algorithm: user_recall
      Name: VIP客户
Outputs:
  InferenceJobId:
    Description: The id of inference job.
    Value:
      Fn::GetAtt:
        - InferenceJob
        - InferenceJobId
  GroupId:
    Description: The related group id of infernce job result.
    Value:
      Fn::GetAtt:
        - InferenceJob
        - GroupId

`JSON`格式

{
  "ROSTemplateFormatVersion": "2015-09-01",
  "Parameters": {
    "DataPath": {
      "Type": "String",
      "Description": {
        "en": "The input data path of inference job."
      },
      "Required": true
    },
    "TrainingJobId": {
      "Type": "String",
      "Description": {
        "en": "The training job id of inference job."
      },
      "Required": true
    },
    "CampaignId": {
      "Type": "String",
      "Description": {
        "en": "The campaign id of inference job."
      },
      "Required": true
    },
    "TargetPath": {
      "Type": "String",
      "Description": {
        "en": "The output result path of inference job."
      },
      "Required": true
    },
    "UserConfig": {
      "Type": "Json",
      "Description": {
        "en": "The user config of inference job."
      },
      "Required": true
    },
    "Algorithm": {
      "Type": "String",
      "Description": {
        "en": "The algorithm of inference job."
      },
      "Required": true
    },
    "WaitForInferenceFinish": {
      "Type": "Boolean",
      "Description": {
        "en": "Whether resource creation waits for the inference task to complete.The longest waiting time is 40 minutes"
      },
      "Required": false,
      "Default": true
    },
    "Remark": {
      "Type": "String",
      "Description": {
        "en": "The remark of inference job."
      },
      "Required": false
    },
    "Name": {
      "Type": "String",
      "Description": {
        "en": "The name of inference job."
      },
      "Required": true
    }
  },
  "Resources": {
    "InferenceJob": {
      "Type": "ALIYUN::PAIPlugin::InferenceJob",
      "Properties": {
        "DataPath": "https://bucket.region.aliyuncs.com/folder/",
        "TrainingJobId": "123",
        "CampaignId": "0a54e195-03e2-40bd-869d-b71cb302****",
        "TargetPath": "https://bucket.region.aliyuncs.com/folder/",
        "UserConfig": {},
        "Algorithm": "user_recall",
        "Name": "VIP客户"
      }
    }
  },
  "Outputs": {
    "InferenceJobId": {
      "Description": "The id of inference job.",
      "Value": {
        "Fn::GetAtt": [
          "InferenceJob",
          "InferenceJobId"
        ]
      }
    },
    "GroupId": {
      "Description": "The related group id of infernce job result.",
      "Value": {
        "Fn::GetAtt": [
          "InferenceJob",
          "GroupId"
        ]
      }
    }
  }
}

语法

属性

返回值

示例

YAML格式

JSON格式

`YAML`格式

`JSON`格式