Expand description
Comprehensive benchmarking framework for vector search systems
This module provides extensive benchmarking capabilities including:
- ANN-Benchmarks integration
- Performance profiling and analysis
- Quality metrics (recall, precision)
- Scalability testing
- Comparative benchmarks
Structs§
- Benchmark
Config - Benchmarking configuration
- Benchmark
Dataset - Benchmark dataset
- Benchmark
Result - Comprehensive benchmark results
- Benchmark
Runner - Benchmark runner for easy execution
- Benchmark
Suite - Benchmark suite for comprehensive vector search testing
- Benchmark
Test Case - Benchmark test case
- Memory
Metrics - Memory usage metrics
- Performance
Metrics - Performance metrics
- Performance
Profiler - Performance profiler for detailed timing analysis
- Quality
Metrics - Quality metrics for approximate search algorithms
- Scalability
Metrics - Scalability metrics
- System
Info - System information
Enums§
- Benchmark
Output Format - Benchmark output formats