VPTree BSM Benchmark

1 files changed, 74 insertions, 0 deletions

diff --git a/benchmarks/vldb/vptree_bsm_bench.cpp b/benchmarks/vldb/vptree_bsm_bench.cpp
new file mode 100644
index 0000000..0798ec2
--- /dev/null
+++ b/benchmarks/vldb/vptree_bsm_bench.cpp
@@ -0,0 +1,74 @@
+/*
+ *
+ */
+
+#define ENABLE_TIMER
+
+#include "vptree_bsm.h"
+#include "file_util.h"
+#include "standard_benchmarks.h"
+#include "query/knn.h"
+
+#include <gsl/gsl_rng.h>
+
+#include "psu-util/timer.h"
+
+
+typedef Word2VecRec Rec;
+
+typedef BSMVPTree<Rec, 100> Shard;
+typedef de::knn::Parms<Rec> QP;
+typedef psudb::bsm::BentleySaxe<Rec, Shard> Ext;
+
+void usage(char *progname) {
+    fprintf(stderr, "%s reccnt datafile queryfile\n", progname);
+}
+
+int main(int argc, char **argv) {
+
+    if (argc < 4) {
+        usage(argv[0]);
+        exit(EXIT_FAILURE);
+    }
+
+    size_t n = atol(argv[1]);
+    std::string d_fname = std::string(argv[2]);
+    std::string q_fname = std::string(argv[3]);
+
+    auto extension = new Ext();
+    gsl_rng * rng = gsl_rng_alloc(gsl_rng_mt19937);
+    
+    fprintf(stderr, "[I] Reading data file...\n");
+    auto data = read_vector_file<Rec, 300>(d_fname, n);
+    auto queries = read_knn_queries<QP>(q_fname, 1000);
+
+    fprintf(stderr, "[I] Warming up structure...\n");
+    /* warmup structure w/ 10% of records */
+    size_t warmup = .1 * n;
+    insert_records<Shard, Rec>(extension, 0, warmup, data);
+
+    TIMER_INIT();
+
+    fprintf(stderr, "[I] Running Insertion Benchmark\n");
+    TIMER_START();
+    insert_records<Shard, Rec>(extension, warmup, data.size(), data);
+    TIMER_STOP();
+
+    auto insert_latency = TIMER_RESULT();
+    size_t insert_throughput = (size_t) ((double) (n - warmup) / (double) insert_latency * 1e9);
+
+    fprintf(stderr, "[I] Running Query Benchmark\n");
+    TIMER_START();
+    run_queries<Ext, QP, true>(extension, queries);
+    TIMER_STOP();
+
+    auto query_latency = TIMER_RESULT() / queries.size();
+
+    fprintf(stdout, "%ld\t%ld\n", insert_throughput, query_latency);
+
+    gsl_rng_free(rng);
+    delete extension;
+    fflush(stderr);
+    fflush(stdout);
+}
+