New guide 📖 Scoring Concepts: Write-Once Steps

Discover how to efficiently use Write-Once Steps in the Assess framework for data transformation. This detailed guide complements the Write-Once Steps documentation and helps you determine when to apply Write-Once Steps effectively in both Batch and Dynamic Scoring contexts.

Key topics covered:

• The potential cost of using the wrong method
• When to use Write-Once Steps vs. Logical Sources
• Strategies for scoring networks in Batch (SparkScoringContext) and Dynamic (DynamicScoringContext) environments

Gain a deeper understanding of how to avoid duplicating logic across contexts and streamline your data engineering workflows.

Read the full article (login required) to explore practical scenarios and best practices for scoring networks with Write-Once Steps:

5. Scoring Concepts: Write-Once Steps - Quantexa Community
This article serves as an extension of the Product documentation of Write-Once Steps and provides a guide on which situation should the Write-Once Steps be used. Introduction The Write-Once Step is a data transformation step in the Assess framework, which is executable in both Batch and Dynamic contexts, meaning you do not…