Changelog

All notable changes to this project will be documented in this file.

The format is based on Keep a Changelog, and this project adheres to Semantic Versioning.

[Unreleased]

[0.3.2] - 2022-01-13

Fixed

Support strings for predictions in array-like structures

[0.3.1] - 2022-11-24

Fixed

Assume that prediction output field(s) may be nullable. It's not uncommon to want ML models to return null or nan values at inference time (e.g. extrapolation outside of training data range).
Coerce nan values in output to null in JSON

[0.3.0] - 2022-10-07

Added

Support for multiple model outputs by handling PyFuncModels that return pandas.Series or pandas.DataFrame

Fixed

Explicitly cast DataFrame column types before applying model to handle downcast of 32-bit integers.

[0.2.0] - 2022-08-12

Changed

Return an object in JSON APIs, rather than arrays of objects. This provides better interoperability with JVM based clients using the popular Jackson object mapper.

Fixed

Unpin FastAPI dependency to benefit from future upgrades

[0.1.2] - 2022-03-04

Added

Explicit license and Copyright statement
Link to repository in package metadata

[0.1.1] - 2022-03-04

Changed

Improved documentation in the README for public release

Fixed

Typing annotations, checked with mypy

[0.1.0] - 2022-01-28

Added

Basic functionality to build a predictor callable and an app