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Accelerate AWS Glue Zero-ETL data ingestion using Salesforce Bulk API

Big Data Blog



AWS Glue has introduced Zero-ETL data ingestion support for Salesforce Bulk API, offering significant performance improvements for large-scale data integration. Key highlights include:

  • Substantial performance gains compared to Salesforce REST API
  • Ability to process millions of Salesforce records in minutes
  • Support for wide-column entities with up to 800 fields
  • 4.6x faster processing for 10 million records
  • Intelligent API selection between Bulk and REST APIs

The solution enables efficient data integration from Salesforce to targets like Amazon SageMaker Lakehouse and Amazon Redshift, with improved scalability and reduced processing times for enterprise-scale data operations.



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