View training
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    View training

    • PDF

    Article summary

    Available in Classic and VPC

    Get training information for a specific service among the created services.

    Request

    The following describes the request format for the endpoint. The request format is as follows:

    MethodURI
    GET/services/{serviceId}/trains/{trainType}/versions/{version}

    Request headers

    For headers common to all AiTEMS APIs, see Common AiTEMS headers.

    Request path parameters

    The following describes the parameters.

    FieldTypeRequiredDescription
    serviceIdStringRequiredService ID
    trainTypeStringRequiredPost-training recommendation type
    • personalRecommend | relatedItem | pop
      • personalRecommend: personalized recommendations based on customer service users' past history
      • relatedItem: personalized recommendations based on an item's association history
      • pop: top item recommendations by rank
    versionStringRequiredTraining version

    Request example

    The following is a sample request.

    curl --location --request GET 'https://aitems.apigw.ntruss.com/api/v1/services/6wxgu******/trains/pop/versions/maqll******' \
    --header 'x-ncp-apigw-timestamp: {Timestamp}' \
    --header 'x-ncp-iam-access-key: {Access Key}' \
    --header 'x-ncp-apigw-signature-v2: {API Gateway Signature}' \
    --header 'Content-Type: application/json'
    

    Response

    The following describes the response format.

    Response body

    The following describes the response body.

    FieldTypeRequiredDescription
    serviceIdString-Service ID
    typeString-Training request type
    • personalRecommend | relatedItem | pop
      • personalRecommend: personalized recommendations based on customer service users' past history
      • relatedItem: personalized recommendations based on an item's association history
      • pop: top item recommendations by rank
    hpConfigObject-Hyperparameter optimization (HPO) settings information
    hpConfig.is_enabledBoolean-HPO configuration status
    • true | false
      • true: HPO configured, optimal training models can be implemented
      • false: HPO not configured, trained by AiTEMS' own internal algorithms
    hpConfig.{option}String, Long, Boolean-Configured HPO value
    • See HPO for value details
    versionString-Training version
    descriptionString-Training description
    statusString-Training status
    • ready | learning | completed | waiting | requesting | requestFailed | refinedFailed | stopping \ learningFailed
      • ready: ready (training available)
      • learning: training in progress
      • completed: training completed
      • waiting: training execution pending
      • requesting: requesting training
      • requestFailed: training request failed
      • refinedFailed: data refinement failed
      • stopping: stopping
      • learningFailed: training failed
    createdDateString-Service creation date and time
    inferenceBoolean-Inference result status
    • true | false
      • true: result found
      • false: no result found

    Response status codes

    For response status codes common to all AiTEMS APIs, see Common AiTEMS API response status codes.

    Response example

    The following is a sample example.

    {
        "serviceId": "6wxgu******",
        "type": "pop",
        "hpConfig": {
            "is_enabled": false
        },
        "version": "maqll******",
        "status": "learningFailed",
        "createdDate": "2024-07-30T11:25:36.558",
        "inference": true
    }
    

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