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Automate SPICE dataset refreshes using Amazon Quick Sight APIs

Business Intelligence Blog

This article explains how to automate SPICE dataset refreshes in Amazon QuickSight using APIs, covering full and incremental refresh strategies.

  • SPICE is QuickSight's query acceleration engine for fast dashboard and report performance
  • Full refresh completely replaces datasets; incremental refresh updates only recent data efficiently
  • Five APIs manage refresh schedules: create, delete, update, describe, and list operations
  • Incremental refresh requires configuring lookback windows on SQL-based data sources first
  • Internal checkpoints track refresh timestamps for subsequent incremental refresh calculations
  • APIs support programmatic deployment via AWS CLI, SDKs, or infrastructure-as-code tools
  • Requires specific IAM permissions for dataset and refresh schedule management

QuickSight's refresh APIs enable automated, scalable management of SPICE dataset updates without manual intervention, supporting both scheduled and on-demand refresh operations.

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