All Amazon SageMaker AI built-in algorithms adhere to the common input inference format described in Common Data Formats - Inference. Note that SageMaker AI Random Cut Forest supports both dense and sparse JSON and RecordIO formats. This topic contains a list of the available output formats for the SageMaker AI RCF algorithm.
JSON Response Format
ACCEPT: application/json.
{
"scores": [
{"score": 0.02},
{"score": 0.25}
]
}JSONLINES Response Format
ACCEPT: application/jsonlines.
{"score": 0.02},
{"score": 0.25}RECORDIO Response Format
ACCEPT: application/x-recordio-protobuf.
[
Record = {
features = {},
label = {
'score': {
keys: [],
values: [0.25] # float32
}
}
},
Record = {
features = {},
label = {
'score': {
keys: [],
values: [0.23] # float32
}
}
}
]