Feat/1374 1373 1372 1377

[aboisamcrypto]

StreamFi Analytics Infrastructure Enhancement

Summary

Implemented time-series rollup storage and materialized analytics views to replace expensive COUNT(*) queries. This PR addresses performance bottlenecks in admin analytics and enables historical trend analysis for platform metrics.

Issues Closed

Closes #1374
Closes #1373
Closes #1372
Closes #1377

Changes

#1373: Admin Analytics Materialized Rollup

• Created admin_analytics_daily_rollup table to store daily snapshots of key metrics (total users, live streams, pending reports, etc.)
• Implemented getCurrentAdminAnalytics() function that serves metrics from rollup with fallback to fresh capture if needed
• Updated /api/admin/analytics endpoint to use materialized rollup instead of live COUNT(*) queries
• Eliminates expensive full-table scans on every admin dashboard load

#1374: Platform Metrics Time-Series Storage

• Created tables for hourly, daily, and monthly metric aggregations (platform_metrics_hourly, platform_metrics_daily, platform_metrics_monthly)
• Implemented metric capture system for DAU, MAU, live streams, tip volume, streaming hours, new creators
• Added metric versioning support to handle metric definition changes over time
• Provides foundation for historical trend charts and platform health monitoring

Implementation Details

• Cron Jobs: Added two scheduled jobs for capturing metrics
  • cron-capture-admin-analytics: Runs daily to snapshot admin metrics
  • cron-capture-platform-metrics: Runs daily to capture platform-wide metrics
• Idempotency: All capture jobs are idempotent; safe to re-run
• Performance: Eliminated expensive queries from critical paths; rollups enable efficient trending queries
• Resilience: Uses existing scheduled-job framework with lease management and failure tracking

Testing

• Lint passes with no new errors
• All new code follows existing patterns and conventions
• Ready for end-to-end testing with migration and cron job execution

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