Ab Initio to Spark

Guide to modernize ETL and Lower Costs with Prophecy

Table of Contents

Why move to Spark

  • Defining success on spark
  • Defining success of the migration
  • Design the migration

Defining Success on Spark

  • Modernizing ETL to open, agile Data Engineering
  • Succeeding with existing skillsets on Spark
  • Enterprise must-have Feature Checklist on Spark

Defining Success of the Migration

  • Migration should produce understandable and maintainable code
  • Migration should produce performant code for low compute
  • Migration Timeline & Cost should be Predictable

Design the Migration

  • TLDR; Financial Analysis
  • Aligning the Organization

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