discover-and-reach-high-value-users.yml

ROSTemplateFormatVersion: '2015-09-01'
Description:
  zh-cn: 创建PAI训练与推理任务，处理OSS数据，输出人群圈选结果至指定路径，支持配置开始/结束日期与阈值。
  en: Create PAI training and inference tasks to process OSS data, output audience
    segmentation results to a designated path, with support for configuring start/end
    dates and threshold values.
Parameters:
  TrainingDataPath:
    Type: String
    Label:
      zh-cn: 训练输入数据OSS路径
      en: Training Job Data OSS Path
    Description:
      zh-cn: 选择之前步骤中上传至OSS的训练数据数据目录。
      en: Select the data directory uploaded to OSS in the previous step.
  InferenceDataPath:
    Type: String
    Label:
      zh-cn: 推理输入数据OSS路径
      en: Inference Job Data OSS Path
    Description:
      zh-cn: 选择之前步骤中上传至OSS的人群圈选任务的输入数据路径
      en: Select the input data path of the crowd selection task uploaded to OSS in the previous step.
  TargetOutputPath:
    Type: String
    Label:
      zh-cn: 人群圈选任务输出数据路径
      en: Outputs Data Path
    Description:
      zh-cn: 输出数据所在的地域和OSS目录。输出数据路径需要为空目录，否则可能会导致输出目录中存在多个任务的人群文件。
      en: OSS directory where the output data is located. The output data path needs to be an empty directory, otherwise crowd files for multiple tasks may exist in the output directory.
Resources:
  Campaign:
    Type: ALIYUN::PAIPlugin::Campaign
    Properties:
      Name: 
        Fn::Sub: tech_solu_campaign_name-${ALIYUN::StackId}
  TrainingJob:
    Type: ALIYUN::PAIPlugin::TrainingJob
    Properties:
      Algorithm: sms_recall
      CampaignId:
        Ref: Campaign
      DataPath: 
        Ref: TrainingDataPath
      UserConfig:
        end_date: "20220208"
        op_target: sms
        start_date: "20220101"
      WaitForTrainingFinish: true
      Name:
        Fn::Sub: tech_solu_training_job_name-${ALIYUN::StackId}
  InferenceJob:
    Type: ALIYUN::PAIPlugin::InferenceJob
    Properties:
      Algorithm: sms_recall
      CampaignId:
        Ref: Campaign
      DataPath:
        Ref: InferenceDataPath
      UserConfig:
        percentage_threshold: 0.5
        exe_date: "20220201"
      WaitForInferenceFinish: true
      TrainingJobId:
        Ref: TrainingJob
      TargetPath:
        Ref: TargetOutputPath
      Name:
        Fn::Sub: tech_solu_inference_job_name-${ALIYUN::StackId}
Outputs:
  GroupId:
    Description:
      zh-cn: 圈选出的人群ID
      en: Circled crowd ID
    Value:
      Fn::GetAtt:
      - InferenceJob
      - GroupId
Metadata:
  ALIYUN::ROS::Interface:
    ParameterGroups:
      - Parameters:
        - TrainingDataPath
        Label:
          default:
            en: Training Job
            zh-cn: 策略训练任务
      - Parameters:
        - InferenceDataPath
        - TargetOutputPath
        Label:
          default:
            en: Inference Job
            zh-cn: 人群圈选任务
    TemplateTags:
      - acs:technical-solution:ai:高价值用户挖掘及触达-tech_solu_17