https://docs.aws.amazon.com/sagemaker/latest/dg/model-monitor-data-capture-endpoint.html
I have followed the steps mentioned in this link and it appears I cannot change the encoding for EndpointOutput in datacapture file. It's coming BASE64 for xgboost model. I am using latest version 1.2.3.
For monitor scheduler it required both EndpointOutput and EndpointInput to have the same encoding. My EndpointInput is CSV but EndpointOutput is coming to be BASE64 and nothing can change it.
This is causing issue while run of analyzer. After baseline is generated and data is captured, when monitoring schedule runs the analyzer it throws error of Encoding mismatch. For it to run EndpointOutput and EndpointInput should have same encoding.
I saw we cannot do anything to change the encoding of output. I used LightGBM, CatBoost algorithms also and found for these EndpointOuput encoding is JSON, which is readable but still not solving the purpose.
Is there a way we can change EndpointOutput Encoding for DataCapture.
I have used option of deserializer in predictor, used both JSONDeserializer and CSVDeserializer, still I kept getting BASE64 with xgboost and JSON encoding format with LightGBM and CatBoost algorithm.
