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Salesforce Certified Data Architect: Optimize Data Extraction from Salesforce to an Enterprise Data Warehouse

By: Author Alex Lim

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Categories Exam

Learn the best strategy for extracting 100 million records from Salesforce when migrating data to an enterprise data warehouse. Discover how to maximize performance using the Bulk API with PK Chunking.

Table of Contents

Question

Universal Containers (UC) is in the process of implementing an enterprise data warehouse (EDW). UC needs to extract 100 million records from Salesforce for migration to the EDW.

What data extraction strategy should a data architect use for maximum performance?

A. Utilize PK Chunking with the Bulk API.
B. Install a third-party AppExchange tool.
C. Use the Bulk API in parallel mode.
D. Call the REST API in successive queries.

Answer

A. Utilize PK Chunking with the Bulk API.

Explanation

The most effective data extraction strategy for maximum performance when migrating 100 million records from Salesforce to an enterprise data warehouse is to utilize PK Chunking with the Bulk API (Option A).

PK Chunking is a technique that divides the data into smaller, manageable chunks based on the record IDs, allowing for parallel processing and faster data extraction. The Bulk API is designed to handle large data volumes efficiently and supports PK Chunking.

By combining PK Chunking with the Bulk API, the data architect can:

  1. Break down the 100 million records into smaller, more manageable chunks based on record IDs.
  2. Process these chunks in parallel, leveraging the Bulk API’s ability to handle multiple concurrent requests.
  3. Achieve faster data extraction and minimize the impact on Salesforce performance.

This approach is more efficient than using the Bulk API in parallel mode without PK Chunking (Option C) or making successive calls to the REST API (Option D), which are not optimized for such large data volumes. Installing a third-party AppExchange tool (Option B) may not be necessary, as the native Salesforce APIs can handle the task effectively.

Salesforce Certified Data Architect certification exam practice question and answer (Q&A) dump with detail explanation and reference available free, helpful to pass the Salesforce Certified Data Architect exam and earn Salesforce Certified Data Architect certification.