API_DATA_SOURCES

Resilient data fetching system

4+
Data Sources
20+
Database Tables
99.9%
Reliability
Smart
Cache System

Resilient data fetching with multiple sources, intelligent caching, and comprehensive API integration. Hypixel API integration, source tracking, and fallback systems for reliable marketplace data.

DATA_SOURCE_SYSTEMS

PRIMARY_SOURCES

Data Priority: 1. Official Hypixel API → 2. Skyhelper → 3. Derived/fallback → 4. Last-known snapshot

Resilient data fetching with multiple sources

Hypixel API Skyhelper Fallback Snapshot

SOURCE_TRACKING

Source Tracking: official, derived, restricted, last_known, stale

Track data source and reliability

Source Tracking Reliability Data Quality
Resilient Fields: Minions, Collections, Skyblock Level

Data that survives API restrictions

Resilient Data API Restrictions Backup Fields

DATABASE_ARCHITECTURE

Database Tables: 20+ tables including listings, tickets, sellers, audit_log, licenses

Comprehensive data storage and tracking

Listings Tickets Sellers Audit Log Licenses
PostgreSQL
Optimized
Real-time
Backups

Enterprise-grade database architecture with comprehensive data storage, real-time tracking, and automated backups.

API_INTEGRATION_FEATURES

Fast Response
Auto Refresh
Rate Limited
Error Handling

Advanced API integration with intelligent rate limiting, automatic refresh cycles, and comprehensive error handling.