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authorDouglas B. Rumbaugh <dbr4@psu.edu>2024-02-09 14:06:59 -0500
committerGitHub <noreply@github.com>2024-02-09 14:06:59 -0500
commitbc0f3cca3a5b495fcae1d3ad8d09e6d714da5d30 (patch)
tree66333c55feb0ea8875a50e6dc07c8535d241bf1c /benchmarks/old-bench/mtree_knn_bench.cpp
parent076e104b8672924c3d80cd1da2fdb5ebee1766ac (diff)
parent46885246313358a3b606eca139b20280e96db10e (diff)
downloaddynamic-extension-bc0f3cca3a5b495fcae1d3ad8d09e6d714da5d30.tar.gz
Merge pull request #1 from dbrumbaugh/new-buffer
Initial Concurrency Implementation
Diffstat (limited to 'benchmarks/old-bench/mtree_knn_bench.cpp')
-rw-r--r--benchmarks/old-bench/mtree_knn_bench.cpp83
1 files changed, 83 insertions, 0 deletions
diff --git a/benchmarks/old-bench/mtree_knn_bench.cpp b/benchmarks/old-bench/mtree_knn_bench.cpp
new file mode 100644
index 0000000..9d4cc57
--- /dev/null
+++ b/benchmarks/old-bench/mtree_knn_bench.cpp
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+#include "include/bench.h"
+#include "mtree.h"
+
+static void mtree_knn_bench(MTree &tree, std::vector<de::KNNQueryParms<Word2VecRec>> queries, size_t trial_cnt=1)
+{
+ char progbuf[25];
+ sprintf(progbuf, "sampling:");
+
+ size_t batch_size = 100;
+ size_t batches = trial_cnt / batch_size;
+ size_t total_time = 0;
+
+ std::vector<Word2VecRec> result_set;
+
+ for (int i=0; i<trial_cnt; i++) {
+ progress_update((double) (i * batch_size) / (double) trial_cnt, progbuf);
+
+ std::vector<Word2VecRec> results;
+
+ auto start = std::chrono::high_resolution_clock::now();
+ for (size_t j=0; j<queries.size(); j++) {
+ results.clear();
+ auto query_output = tree.get_nearest_by_limit(queries[j].point, queries[j].k);
+ auto itr = query_output.begin();
+ while (itr != query_output.end()) {
+ results.emplace_back(itr->data);
+ itr++;
+ }
+ }
+ auto stop = std::chrono::high_resolution_clock::now();
+
+ total_time += std::chrono::duration_cast<std::chrono::nanoseconds>(stop - start).count();
+ }
+
+ progress_update(1.0, progbuf);
+
+ size_t latency = total_time / (trial_cnt * queries.size());
+
+ fprintf(stdout, "%ld\t", latency);
+}
+
+int main(int argc, char **argv)
+{
+ if (argc < 5) {
+ fprintf(stderr, "Usage: mtree_knn_bench <filename> <record_count> <delete_proportion> <query_file> [k]\n");
+ exit(EXIT_FAILURE);
+ }
+
+ std::string filename = std::string(argv[1]);
+ size_t record_count = atol(argv[2]);
+ double delete_prop = atof(argv[3]);
+ std::string qfilename = std::string(argv[4]);
+ size_t k = (argc == 6) ? atol(argv[5]) : 10;
+
+ init_bench_env(record_count, true);
+ auto queries = read_knn_queries<de::KNNQueryParms<Word2VecRec>>(qfilename, k);
+
+ auto mtree = MTree();
+
+ std::fstream datafile;
+ datafile.open(filename, std::ios::in | std::ios::binary);
+
+ std::vector<Word2VecRec> to_delete;
+
+ // warm up the tree with initial_insertions number of initially inserted
+ // records
+ size_t warmup_cnt = 0.1 * record_count;
+ warmup<MTree, Word2VecRec>(datafile, mtree, warmup_cnt, delete_prop, to_delete, true, true);
+
+ size_t insert_cnt = record_count - warmup_cnt;
+
+ insert_tput_bench<MTree, Word2VecRec>(mtree, datafile, insert_cnt, delete_prop, to_delete, true);
+ // fprintf(stdout, "%ld\t", mtree.get_memory_usage());
+
+ mtree_knn_bench(mtree, queries);
+ fprintf(stdout, "\n");
+
+ delete_bench_env();
+ fflush(stdout);
+ fflush(stderr);
+
+ exit(EXIT_SUCCESS);
+}