GlossaryΒΆ

Record

An object that holds structured and unstructured data for use in training the model and for making inferences.

Record Builder

An callable object that takes a string parameter that will create a single record and return it. One or more record builders may be executing at the same time in multiple processes.

Record Config Generator

A generator object that will return configuration strings which will be used as a parameter when calling a record builder. The purpose for this separation is to allow record building to be run in parallel.

Structured Data

A key-value mapping object that adds data typing to the value, adn marks the data as being used in training, in inference, or should be ignored.

Unstructured Data

An object that has a URL reference to data with a specified media-type and may be grouped with other unstructured data.