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#!/bin/bash
# 7sense Benchmark Runner
#
# This script runs all benchmarks and generates reports.
# Performance targets from ADR-004:
# - HNSW Search: 150x speedup vs brute force, p99 < 50ms
# - Embedding inference: >100 segments/second
# - Batch ingestion: 1M vectors/minute
# - Query latency: <100ms total
set -euo pipefail
# Colors for output
RED='\033[0;31m'
GREEN='\033[0;32m'
YELLOW='\033[1;33m'
BLUE='\033[0;34m'
NC='\033[0m' # No Color
# Configuration
BASELINE_NAME="${BASELINE_NAME:-main}"
OUTPUT_DIR="${OUTPUT_DIR:-target/criterion}"
REPORT_DIR="${REPORT_DIR:-target/benchmark-reports}"
COMPARE_BASELINE="${COMPARE_BASELINE:-false}"
# Benchmark suites
ALL_BENCHMARKS=(
"hnsw_benchmark"
"embedding_benchmark"
"clustering_benchmark"
"api_benchmark"
)
print_header() {
echo ""
echo "============================================================"
echo -e "${BLUE}$1${NC}"
echo "============================================================"
echo ""
}
print_status() {
echo -e "${GREEN}[INFO]${NC} $1"
}
print_warning() {
echo -e "${YELLOW}[WARN]${NC} $1"
}
print_error() {
echo -e "${RED}[ERROR]${NC} $1"
}
# Create output directories
setup_directories() {
print_status "Setting up output directories..."
mkdir -p "$OUTPUT_DIR"
mkdir -p "$REPORT_DIR"
mkdir -p "$REPORT_DIR/html"
mkdir -p "$REPORT_DIR/json"
}
# Run a single benchmark suite
run_benchmark() {
local bench_name="$1"
local extra_args="${2:-}"
print_header "Running $bench_name"
if [[ "$COMPARE_BASELINE" == "true" ]]; then
print_status "Comparing against baseline: $BASELINE_NAME"
cargo bench --bench "$bench_name" -- --baseline "$BASELINE_NAME" $extra_args
else
cargo bench --bench "$bench_name" -- $extra_args
fi
# Check if benchmark completed successfully
if [[ $? -eq 0 ]]; then
print_status "$bench_name completed successfully"
else
print_error "$bench_name failed"
return 1
fi
}
# Run all benchmarks
run_all_benchmarks() {
print_header "Running All Benchmarks"
local failed=()
for bench in "${ALL_BENCHMARKS[@]}"; do
if ! run_benchmark "$bench"; then
failed+=("$bench")
fi
done
if [[ ${#failed[@]} -gt 0 ]]; then
print_error "Failed benchmarks: ${failed[*]}"
return 1
fi
print_status "All benchmarks completed successfully"
}
# Save baseline for future comparisons
save_baseline() {
local baseline_name="${1:-$BASELINE_NAME}"
print_header "Saving Baseline: $baseline_name"
for bench in "${ALL_BENCHMARKS[@]}"; do
print_status "Saving baseline for $bench..."
cargo bench --bench "$bench" -- --save-baseline "$baseline_name"
done
print_status "Baseline '$baseline_name' saved"
}
# Run quick benchmarks (reduced sample size)
run_quick() {
print_header "Running Quick Benchmarks"
# Set sample size to minimum for quick testing
export CRITERION_DEBUG=1
for bench in "${ALL_BENCHMARKS[@]}"; do
print_status "Quick run: $bench"
cargo bench --bench "$bench" -- --quick
done
}
# Run specific benchmark groups
run_hnsw() {
run_benchmark "hnsw_benchmark" "$@"
}
run_embedding() {
run_benchmark "embedding_benchmark" "$@"
}
run_clustering() {
run_benchmark "clustering_benchmark" "$@"
}
run_api() {
run_benchmark "api_benchmark" "$@"
}
# Generate summary report
generate_summary() {
print_header "Generating Summary Report"
local report_file="$REPORT_DIR/summary_$(date +%Y%m%d_%H%M%S).txt"
{
echo "7sense Benchmark Summary Report"
echo "Generated: $(date)"
echo "============================================================"
echo ""
echo "Performance Targets (from ADR-004):"
echo " - HNSW Search: 150x speedup vs brute force"
echo " - Query Latency p50: < 10ms"
echo " - Query Latency p99: < 50ms"
echo " - Recall@10: >= 0.95"
echo " - Recall@100: >= 0.98"
echo " - Embedding inference: >100 segments/second"
echo " - Batch ingestion: 1M vectors/minute"
echo " - Total query latency: <100ms"
echo ""
echo "============================================================"
echo ""
# Parse criterion output if available
if [[ -d "$OUTPUT_DIR" ]]; then
echo "Benchmark Results:"
echo ""
for bench in "${ALL_BENCHMARKS[@]}"; do
if [[ -d "$OUTPUT_DIR/$bench" ]]; then
echo "--- $bench ---"
# List all benchmark groups
find "$OUTPUT_DIR/$bench" -name "estimates.json" -exec dirname {} \; 2>/dev/null | \
while read -r dir; do
local name=$(basename "$dir")
echo " $name"
done
echo ""
fi
done
else
echo "No benchmark results found. Run benchmarks first."
fi
} > "$report_file"
print_status "Summary saved to: $report_file"
cat "$report_file"
}
# Run performance analysis tests
run_analysis() {
print_header "Running Performance Analysis"
print_status "Running speedup analysis..."
cargo test --release -- --ignored run_speedup_analysis --nocapture 2>/dev/null || true
print_status "Running latency analysis..."
cargo test --release -- --ignored run_latency_analysis --nocapture 2>/dev/null || true
print_status "Running throughput analysis..."
cargo test --release -- --ignored run_throughput_analysis --nocapture 2>/dev/null || true
print_status "Running API latency analysis..."
cargo test --release -- --ignored run_api_latency_analysis --nocapture 2>/dev/null || true
}
# Clean benchmark artifacts
clean() {
print_header "Cleaning Benchmark Artifacts"
rm -rf "$OUTPUT_DIR"
rm -rf "$REPORT_DIR"
print_status "Cleaned benchmark artifacts"
}
# Show help
show_help() {
echo "7sense Benchmark Runner"
echo ""
echo "Usage: $0 [command] [options]"
echo ""
echo "Commands:"
echo " all Run all benchmarks (default)"
echo " quick Run quick benchmarks with reduced samples"
echo " hnsw Run HNSW benchmarks only"
echo " embedding Run embedding benchmarks only"
echo " clustering Run clustering benchmarks only"
echo " api Run API benchmarks only"
echo " save-baseline Save current results as baseline"
echo " compare Run benchmarks and compare against baseline"
echo " analysis Run detailed performance analysis"
echo " summary Generate summary report"
echo " clean Clean benchmark artifacts"
echo " help Show this help message"
echo ""
echo "Environment Variables:"
echo " BASELINE_NAME Name for baseline comparison (default: main)"
echo " OUTPUT_DIR Criterion output directory (default: target/criterion)"
echo " REPORT_DIR Report output directory (default: target/benchmark-reports)"
echo " COMPARE_BASELINE Set to 'true' to compare against baseline"
echo ""
echo "Examples:"
echo " $0 # Run all benchmarks"
echo " $0 hnsw # Run HNSW benchmarks only"
echo " $0 save-baseline v1.0.0 # Save baseline named 'v1.0.0'"
echo " COMPARE_BASELINE=true $0 # Compare against baseline"
echo ""
echo "Performance Targets (ADR-004):"
echo " - HNSW Search: 150x speedup vs brute force"
echo " - Query Latency p99: < 50ms"
echo " - Recall@10: >= 0.95"
echo " - Embedding: >100 segments/second"
echo " - Batch: 1M vectors/minute"
}
# Main entry point
main() {
local command="${1:-all}"
shift || true
setup_directories
case "$command" in
all)
run_all_benchmarks
generate_summary
;;
quick)
run_quick
;;
hnsw)
run_hnsw "$@"
;;
embedding)
run_embedding "$@"
;;
clustering)
run_clustering "$@"
;;
api)
run_api "$@"
;;
save-baseline)
save_baseline "${1:-$BASELINE_NAME}"
;;
compare)
COMPARE_BASELINE=true run_all_benchmarks
;;
analysis)
run_analysis
;;
summary)
generate_summary
;;
clean)
clean
;;
help|--help|-h)
show_help
;;
*)
print_error "Unknown command: $command"
show_help
exit 1
;;
esac
}
main "$@"