Module benchmark

Module benchmark 

Source
Expand description

Comprehensive benchmarking suite for VecStore

Provides performance measurements for:

  • Insert operations (single and batch)
  • Query performance with various k values
  • Different indexing strategies (HNSW, IVF-PQ, LSH, ScaNN)
  • Quantization impact
  • Filter performance
  • Concurrent operations
  • Memory usage
  • Disk I/O

Structsยง

BenchmarkConfig
Benchmark configuration
BenchmarkResults
Benchmark results
Benchmarker
Main benchmarking harness
ConcurrentResults
FilterResults
IndexStrategyResult
IndexingResults
InsertResults
LatencyStats
MemoryResults
QuantizationResult
QuantizationResults
QueryResults