Performance Predictive Monitoring and Capacity Planning

Design an advanced Bash script that performs predictive performance monitoring and capacity planning for distributed systems. The utility should collect historical performance metrics, apply machine learning algorithms to predict future resource requirements, and generate comprehensive capacity planning recommendations. Support multiple infrastructure types and generate interactive visualization reports.