Artifacts

Artifacts are output files in any format produced and logged by users. With Newron, users can log Models( e.g. pkl files), Data (e.g. parquet files or URL ), images, figures and text files.

Recording an artifact

Newron api provides many methods to log different objects based on their types e.g.

newron.log_image(<image to log>, <image file name in store>)
newron.log_figure(<figures to log>, <figure file name in store>)
newron.log_dict(<serialized object to log>, <file name in store>)
newron.log_text(<text file to log>, <file name in store>)
newron.log_artifact(<any other file type>, <file name in store>)