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authorDouglas Rumbaugh <dbr4@psu.edu>2024-04-22 15:31:03 -0400
committerDouglas Rumbaugh <dbr4@psu.edu>2024-04-22 15:31:03 -0400
commit4d6a164f85352ca9f297b28bd1b677c8fc6ab4f3 (patch)
tree14fcd76856f585ce9000489331f45c89f6eb0689
parent76fe96b18bfe748dcc5a3d4c0301cc6df9f9acce (diff)
downloaddynamic-extension-4d6a164f85352ca9f297b28bd1b677c8fc6ab4f3.tar.gz
TS Parameter sweep benchmark
-rw-r--r--CMakeLists.txt5
-rw-r--r--benchmarks/vldb/ts_parmsweep.cpp124
2 files changed, 129 insertions, 0 deletions
diff --git a/CMakeLists.txt b/CMakeLists.txt
index 8e6cdfc..3d812a0 100644
--- a/CMakeLists.txt
+++ b/CMakeLists.txt
@@ -166,6 +166,11 @@ if (vldb_bench)
target_include_directories(ts_bench PRIVATE include external external/m-tree/cpp external/PGM-index/include external/PLEX/include benchmarks/include external/psudb-common/cpp/include)
target_link_options(ts_bench PUBLIC -mcx16)
+ add_executable(ts_parmsweep ${CMAKE_CURRENT_SOURCE_DIR}/benchmarks/vldb/ts_parmsweep.cpp)
+ target_link_libraries(ts_parmsweep PUBLIC gsl pthread atomic)
+ target_include_directories(ts_parmsweep PRIVATE include external external/m-tree/cpp external/PGM-index/include external/PLEX/include benchmarks/include external/psudb-common/cpp/include)
+ target_link_options(ts_parmsweep PUBLIC -mcx16)
+
add_executable(ts_bsm_bench ${CMAKE_CURRENT_SOURCE_DIR}/benchmarks/vldb/ts_bsm_bench.cpp)
target_link_libraries(ts_bsm_bench PUBLIC gsl pthread atomic)
target_include_directories(ts_bsm_bench PRIVATE include external external/m-tree/cpp external/PGM-index/include external/PLEX/include benchmarks/include external/psudb-common/cpp/include)
diff --git a/benchmarks/vldb/ts_parmsweep.cpp b/benchmarks/vldb/ts_parmsweep.cpp
new file mode 100644
index 0000000..fd71e11
--- /dev/null
+++ b/benchmarks/vldb/ts_parmsweep.cpp
@@ -0,0 +1,124 @@
+/*
+ *
+ */
+
+#define ENABLE_TIMER
+
+#include "framework/DynamicExtension.h"
+#include "shard/TrieSpline.h"
+#include "query/rangecount.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 de::Record<uint64_t, uint64_t> Rec;
+typedef de::TrieSpline<Rec> Shard;
+typedef de::rc::Query<Rec, Shard> Q;
+typedef de::DynamicExtension<Rec, Shard, Q, de::LayoutPolicy::TEIRING, de::DeletePolicy::TOMBSTONE, de::SerialScheduler> Ext;
+typedef de::DynamicExtension<Rec, Shard, Q, de::LayoutPolicy::LEVELING, de::DeletePolicy::TOMBSTONE, de::SerialScheduler> Ext2;
+typedef de::rc::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]);
+
+ gsl_rng * rng = gsl_rng_alloc(gsl_rng_mt19937);
+
+ auto data = read_sosd_file<Rec>(d_fname, 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;
+ }
+ }
+ auto queries = read_range_queries<QP>(q_fname, .001);
+
+ const std::vector<de::LayoutPolicy> policies = {de::LayoutPolicy::LEVELING, de::LayoutPolicy::TEIRING};
+ const std::vector<size_t> buffer_sizes = {1000, 4000, 8000, 12000, 15000, 20000};
+ const std::vector<size_t> scale_factors = {2, 4, 6, 8, 10, 12};
+
+ for (const auto &bs : buffer_sizes) {
+ for (const auto &sf : scale_factors) {
+ auto extension = new Ext(bs, bs, sf, 0, 64);
+ /* 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();
+
+ 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);
+
+ 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, "TIERING\t%ld\t%ld\t%ld\t%ld\t%ld\n", bs, sf, insert_throughput, query_latency, ext_size);
+ delete extension;
+ }
+ }
+
+ for (const auto &bs : buffer_sizes) {
+ for (const auto &sf : scale_factors) {
+ auto extension = new Ext2(bs, bs, sf, 0, 64);
+ /* warmup structure w/ 10% of records */
+ size_t warmup = .1 * n;
+ size_t delete_idx = 0;
+ insert_records<Ext2, Rec>(extension, 0, warmup, data, to_delete, delete_idx, false, rng);
+
+ extension->await_next_epoch();
+
+ TIMER_INIT();
+
+ TIMER_START();
+ insert_records<Ext2, 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);
+
+ TIMER_START();
+ run_queries<Ext2, 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, "LEVELING\t%ld\t%ld\t%ld\t%ld\t%ld\n", bs, sf, insert_throughput, query_latency, ext_size);
+ delete extension;
+ }
+ }
+
+ gsl_rng_free(rng);
+ fflush(stderr);
+}
+