Complex Student Performance Analytics Pipeline

Design a PostgreSQL database schema that can track granular student performance metrics across multiple academic years, including nested JSON performance tracking, time-series grade analysis, and predictive learning risk assessment. Create a comprehensive query that can generate a multi-dimensional performance report including progression rates, subject difficulty correlations, and individual learning trajectory predictions. Include mechanisms for handling partial data, managing historical record integrity, and supporting real-time dashboard updates.