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Inference lambda docker

  • Description: Lambda that accepts a payload with the characteristics for the model prediction with an id , generates the prediction of a risk model and returns it in a dictionary with the result.

  • Input: Features extracted by an id, the accepted format would be a dictionary within a dictionary.

Example:

{
    "5008807" : { 
        "1" : 32, 
        "2" : 12, 
        "3" : 2, 
        "4" : 119, 
        "5" : 45
    }
}
  • Output: A simple dictionary with the value of the prediction as value. Example:
{
  "risk_prediction": 0
}

Architecture

Architecture