createDockerContextZip: Create Dockerfile From Saved Model Object

In botchkoAI/vertaReticulateClient: Reticulated-based client to the Verta AI Platform

Description

This function creates the docker context from either an R object in the workspace, or a file, containing such an object. The object contains the model, package dependencies, a dictionary of additional R object, needed for it to work, and the source code of files, needed to create the API. Those are stored with the log_model object, and finally

Usage

createDockerContextZip(model_file_location)

Arguments

model_file_location

a model file, created in the first place by by using createDockerContextZip. It should contain a single R object, which is a dictionary, and which has the following fields: A key note is that the predict function should have a method for the type of model_file model_fit - a fit model object formula_obj-Optional original_df - Optional required_packages - a vector of required packages to install additional_objects- a named list of all adidtional objects to load, together with their names. plumberTemplateFileLines -a vector of strings, representing the lines of one of the R source files, needed to create the API. runnerTemplateFileLines -a vector of strings, representing the lines of the other R source file, needed to create the API.

botchkoAI/vertaReticulateClient documentation built on Dec. 19, 2021, 10:50 a.m.