Files
nym/nym-api/src/simulation_api
durch 4f7fa557d5 Optimize database queries by eliminating N+1 patterns in simulation system
This commit addresses critical N+1 query performance issues identified in
the reward simulation system. The optimizations significantly reduce database
round trips and improve performance when processing large datasets.

**Key Optimizations:**

1. **Batch Identity Key Lookups**
   - Added `get_mixnode_identity_keys_batch()` and `get_gateway_identity_keys_batch()`
   - Updated simulation performance conversion to use batch operations
   - Reduced from N individual queries to 2 batch queries

2. **Batch Node Classification**
   - Added `classify_nodes_batch()` method for mixnode/gateway determination
   - Updated reliability calculation methods to use batch classification
   - Reduced from N individual lookups to 2 batch queries

3. **Batch Epoch Metadata Enhancement**
   - Added `count_simulated_node_performance_for_epochs_batch()`
   - Added `get_available_calculation_methods_for_epochs_batch()`
   - Updated API handlers to use batch operations for metadata enhancement
   - Reduced from 2N queries to 2 batch queries for epoch data

4. **Bulk Insert Optimizations**
   - Converted individual INSERT operations to use `sqlx::QueryBuilder::push_values()`
   - Optimized simulation data insertion methods
   - Eliminated transaction overhead from individual inserts

**Performance Impact:**
- Before: N+2N database queries for N nodes/epochs
- After: 2+2 batch queries regardless of dataset size
- Significant performance improvement for large simulation datasets

All changes maintain backward compatibility while providing substantial
performance benefits for the reward simulation system.
2025-06-05 10:45:08 +02:00
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