Integrate Measurement Module

[alexb1200]

Overview

Reimplement the metrics module to support logging with mlflow, and ensure the prefect dependency graph executes the filter->preprocessing->measure->postprocessing->output stages correctly.

Features and Functionality

• Supports batched and single data
• Supports user defined custom metrics
• Auto-vectorizes data transformations and metrics
• Ability to measure and compare data from different experiments

Definition of Done

• Compatible with all supported backends
• All function calls are logged with mlflow
• All data transformations are done using reusable units of work available throughout Dioptra

Revisit as part of redesign of built-in task plugins #293