diff options
Diffstat (limited to 'benchmarks/vldb/vptree_bsm_bench_alt.cpp')
| -rw-r--r-- | benchmarks/vldb/vptree_bsm_bench_alt.cpp | 92 |
1 files changed, 92 insertions, 0 deletions
diff --git a/benchmarks/vldb/vptree_bsm_bench_alt.cpp b/benchmarks/vldb/vptree_bsm_bench_alt.cpp new file mode 100644 index 0000000..63baf8b --- /dev/null +++ b/benchmarks/vldb/vptree_bsm_bench_alt.cpp @@ -0,0 +1,92 @@ +/* + * + */ + +#define ENABLE_TIMER + +#include "framework/DynamicExtension.h" +#include "shard/VPTree.h" +#include "query/knn.h" +#include "framework/interface/Record.h" +#include "file_util.h" +#include "standard_benchmarks.h" + +#include <gsl/gsl_rng.h> + +#include "psu-util/timer.h" + + +typedef ANNRec Rec; + +typedef de::VPTree<Rec, 100, true> Shard; +typedef de::knn::Query<Rec, Shard> Q; +typedef de::DynamicExtension<Rec, Shard, Q, de::LayoutPolicy::BSM, de::DeletePolicy::TAGGING, de::SerialScheduler> Ext; +typedef de::knn::Parms<Rec> QP; + +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(1, 1400, 2, 0, 64); + gsl_rng * rng = gsl_rng_alloc(gsl_rng_mt19937); + + fprintf(stderr, "[I] Reading data file...\n"); + auto data = read_binary_vector_file<Rec>(d_fname, n); + + fprintf(stderr, "[I] Generating delete vector\n"); + std::vector<size_t> to_delete(n * delete_proportion); + size_t j=0; + for (size_t i=0; i<data.size() && j<to_delete.size(); i++) { + if (gsl_rng_uniform(rng) <= delete_proportion) { + to_delete[j++] = i; + } + } + fprintf(stderr, "[I] Reading Queries\n"); + auto queries = read_binary_knn_queries<QP>(q_fname, 1000, 100); + + fprintf(stderr, "[I] Warming up structure...\n"); + /* warmup structure w/ 10% of records */ + size_t warmup = .1 * n; + size_t delete_idx = 0; + insert_records<Ext, Rec>(extension, 0, warmup, data, to_delete, delete_idx, false, rng); + + extension->await_next_epoch(); + + TIMER_INIT(); + + fprintf(stderr, "[I] Running Insertion Benchmark\n"); + TIMER_START(); + insert_records<Ext, Rec>(extension, warmup, data.size(), data, to_delete, delete_idx, true, rng); + 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>(extension, queries); + TIMER_STOP(); + + auto query_latency = TIMER_RESULT() / queries.size(); + + auto ext_size = extension->get_memory_usage() + extension->get_aux_memory_usage(); + + fprintf(stdout, "%ld\t%ld\t\t%ld\n", insert_throughput, query_latency, ext_size); + + gsl_rng_free(rng); + delete extension; + fflush(stderr); + fflush(stdout); +} + |