PCA Response Formats - Amazon SageMaker

PCA Response Formats

All Amazon SageMaker built-in algorithms adhere to the common input inference format described in Common Data Formats - Inference. This topic contains a list of the available output formats for the SageMaker PCA algorithm.

JSON Response Format

Accept—application/json

{ "projections": [ { "projection": [1.0, 2.0, 3.0, 4.0, 5.0] }, { "projection": [6.0, 7.0, 8.0, 9.0, 0.0] }, .... ] }

JSONLINES Response Format

Accept—application/jsonlines

{ "projection": [1.0, 2.0, 3.0, 4.0, 5.0] } { "projection": [6.0, 7.0, 8.0, 9.0, 0.0] }

RECORDIO Response Format

Accept—application/x-recordio-protobuf

[ Record = { features = {}, label = { 'projection': { keys: [], values: [1.0, 2.0, 3.0, 4.0, 5.0] } } }, Record = { features = {}, label = { 'projection': { keys: [], values: [1.0, 2.0, 3.0, 4.0, 5.0] } } } ]