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/*
* benchmarks/include/bench.h
*
* Copyright (C) 2023 Douglas Rumbaugh <drumbaugh@psu.edu>
*
* All rights reserved. Published under the Modified BSD License.
*
*/
#pragma once
#include <cstdlib>
#include <fstream>
#include <gsl/gsl_rng.h>
#include "framework/DynamicExtension.h"
#include "framework/interface/Query.h"
#include "query/irs.h"
#include "psu-util/progress.h"
#include "benchmark_types.h"
#include "psu-util/bentley-saxe.h"
#include "shard/ISAMTree.h"
static size_t g_deleted_records = 0;
static double delete_proportion = 0.5;
static volatile size_t total = 0;
template<typename DE, typename Q, bool BSM=false>
static void run_queries(DE *extension, std::vector<typename Q::Parameters> &queries) {
for (size_t i=0; i<queries.size(); i++) {
if constexpr (std::is_same_v<MTree, DE>) {
std::vector<Word2VecRec> result;
auto res = extension->get_nearest_by_limit(queries[i].point, queries[i].k);
auto itr = res.begin();
while (itr != res.end()) {
result.emplace_back(itr->data);
itr++;
}
#ifdef BENCH_PRINT_RESULTS
fprintf(stdout, "\n\n");
for (auto &r : result) {
fprintf(stdout, "%ld %lf %lf %lf %lf %lf %lf\n", result.size(), r.data[0],
r.data[1], r.data[2], r.data[3], r.data[4], r.data[5]);
}
#endif
} else if constexpr (std::is_same_v<MTree_alt, DE>) {
std::vector<ANNRec> result;
auto res = extension->get_nearest_by_limit(queries[i].point, queries[i].k);
auto itr = res.begin();
while (itr != res.end()) {
result.emplace_back(itr->data);
itr++;
}
}else if constexpr (std::is_same_v<PGM, DE>) {
size_t tot = 0;
auto ptr = extension->find(queries[i].lower_bound);
while (ptr != extension->end() && ptr->first <= queries[i].upper_bound) {
tot++;
++ptr;
}
} else {
auto q = queries[i];
auto res = extension->query(std::move(q));
if constexpr (!BSM) {
auto result = res.get();
#ifdef BENCH_PRINT_RESULTS
fprintf(stdout, "\n\n");
for (int i=result.size()-1; i>=0; i--) {
auto &r = result[i];
fprintf(stdout, "%ld %lf %lf %lf %lf %lf %lf\n", result.size(), r.data[0],
r.data[1], r.data[2], r.data[3], r.data[4], r.data[5]);
}
fflush(stdout);
#endif
} else {
total = res.size();
#ifdef BENCH_PRINT_RESULTS
fprintf(stdout, "\n\n");
for (int i=res.size()-1; i>=0; i--) {
auto &r = res[i];
fprintf(stdout, "%ld %lf %lf %lf %lf %lf %lf\n", res.size(), r.data[0],
r.data[1], r.data[2], r.data[3], r.data[4], r.data[5]);
}
fflush(stdout);
#endif
}
}
}
}
template <typename R, typename Q>
static void run_btree_queries(BenchBTree *btree, std::vector<typename Q::Parameters> &queries) {
std::vector<int64_t> sample_set;
sample_set.reserve(queries[0].sample_size);
for (size_t i=0; i<queries.size(); i++) {
btree->range_sample(queries[i].lower_bound, queries[i].upper_bound, queries[i].sample_size, sample_set, queries[i].rng);
}
}
template<typename S, typename Q>
static void run_static_queries(S *shard, std::vector<typename Q::Parameters> &queries) {
for (size_t i=0; i<queries.size(); i++) {
auto q = &queries[i];
std::vector<S *> shards = {shard};
std::vector<typename Q::LocalQuery*> local_queries = {Q::local_preproc(shard, q)};
Q::distribute_query(q, local_queries, nullptr);
auto res = Q::local_query(shard, local_queries[0]);
#ifdef BENCH_PRINT_RESULTS
fprintf(stdout, "\n\n");
for (int i=res.size()-1; i>=0; i--) {
auto &r = res[i].rec;
fprintf(stdout, "%ld %lf %lf %lf %lf %lf %lf\n", res.size(), r.data[0],
r.data[1], r.data[2], r.data[3], r.data[4], r.data[5]);
}
fflush(stdout);
#endif
}
}
template<typename DE, typename R>
static void insert_records(DE *structure, size_t start, size_t stop,
std::vector<R> &records, std::vector<size_t> &to_delete,
size_t &delete_idx, bool delete_records, gsl_rng *rng) {
psudb::progress_update(0, "Insert Progress");
for (size_t i=start; i<stop; i++) {
if constexpr (std::is_same_v<BenchBTree, DE>) {
structure->insert(records[i]);
} else if constexpr (std::is_same_v<MTree, DE> || std::is_same_v<MTree_alt, DE>) {
structure->add(records[i]);
} else if constexpr (std::is_same_v<PGM, DE>) {
structure->insert_or_assign(records[i].key, records[i].value);
} else {
while (!structure->insert(records[i])) {
psudb::progress_update((double) i / (double)(stop - start), "Insert Progress");
usleep(1);
}
}
if (delete_records && gsl_rng_uniform(rng) <=
delete_proportion && to_delete[delete_idx] <= i) {
if constexpr (std::is_same_v<BenchBTree, DE>) {
structure->erase_one(records[to_delete[delete_idx]].key);
} else if constexpr (std::is_same_v<MTree, DE> || std::is_same_v<MTree_alt, DE>) {
structure->remove(records[to_delete[delete_idx]]);
} else if constexpr (std::is_same_v<PGM, DE>) {
structure->erase(records[to_delete[delete_idx]].key);
} else {
while (!structure->erase(records[to_delete[delete_idx]])) {
usleep(1);
}
}
delete_idx++;
g_deleted_records++;
}
}
psudb::progress_update(1, "Insert Progress");
}
template <typename DE, de::RecordInterface R, bool PROGRESS=true, size_t BATCH=1000>
static bool insert_tput_bench(DE &de_index, std::fstream &file, size_t insert_cnt,
double delete_prop, gsl_rng *rng, std::vector<R> &to_delete, bool binary=false) {
size_t delete_cnt = insert_cnt * delete_prop;
size_t applied_deletes = 0;
size_t applied_inserts = 0;
std::vector<R> insert_vec;
std::vector<R> delete_vec;
insert_vec.reserve(BATCH);
delete_vec.reserve(BATCH*delete_prop);
size_t delete_idx = 0;
bool continue_benchmark = true;
size_t total_time = 0;
while (applied_inserts < insert_cnt && continue_benchmark) {
continue_benchmark = build_insert_vec(file, insert_vec, BATCH, delete_prop, to_delete, binary);
if (applied_deletes < delete_cnt) {
build_delete_vec(to_delete, delete_vec, BATCH*delete_prop);
delete_idx = 0;
}
if (insert_vec.size() == 0) {
break;
}
if constexpr (PROGRESS) {
psudb::progress_update((double) applied_inserts / (double) insert_cnt, "inserting:");
}
auto insert_start = std::chrono::high_resolution_clock::now();
for (size_t i=0; i<insert_vec.size(); i++) {
// process a delete if necessary
if (applied_deletes < delete_cnt && delete_idx < delete_vec.size() && gsl_rng_uniform(rng) < delete_prop) {
if constexpr (std::is_same_v<BenchBTree, DE>) {
de_index.erase_one(delete_vec[delete_idx++].key);
#ifdef _GNU_SOURCE
} else if constexpr (std::is_same_v<MTree, DE> || std::is_same_v<MTree_alt, DE>) {
de_index.remove(delete_vec[delete_idx++]);
#endif
} else {
de_index.erase(delete_vec[delete_idx++]);
}
applied_deletes++;
}
// insert the record;
#ifdef _GNU_SOURCE
if constexpr (std::is_same_v<MTree, DE> || std::is_same_v<MTree_alt, DE>) {
de_index.add(insert_vec[i]);
} else {
de_index.insert(insert_vec[i]);
}
#else
de_index.insert(insert_vec[i]);
#endif
applied_inserts++;
}
auto insert_stop = std::chrono::high_resolution_clock::now();
total_time += std::chrono::duration_cast<std::chrono::nanoseconds>(insert_stop - insert_start).count();
}
if constexpr (PROGRESS) {
psudb::progress_update(1.0, "inserting:");
}
size_t throughput = (((double) (applied_inserts + applied_deletes) / (double) total_time) * 1e9);
fprintf(stdout, "%ld\t", throughput);
return continue_benchmark;
}
template <typename DE, typename Q, bool PROGRESS=true>
static bool query_latency_bench(DE &de_index, std::vector<typename Q::Parameters> queries, size_t trial_cnt=1) {
char progbuf[25];
if constexpr (PROGRESS) {
sprintf(progbuf, "querying:");
}
size_t total_time = 0;
size_t total_results = 0;
for (size_t i=0; i<trial_cnt; i++) {
if constexpr (PROGRESS) {
psudb::progress_update((double) (i) / (double) trial_cnt, progbuf);
}
auto start = std::chrono::high_resolution_clock::now();
for (size_t j=0; j<queries.size(); j++) {
auto res = de_index.query(&queries[j]);
total_results += res.size();
}
auto stop = std::chrono::high_resolution_clock::now();
total_time += std::chrono::duration_cast<std::chrono::nanoseconds>(stop - start).count();
}
psudb::progress_update(1.0, progbuf);
size_t query_latency = total_time / (trial_cnt * queries.size());
fprintf(stdout, "%ld\t", query_latency);
fflush(stdout);
return true;
}
template <typename Shard, typename Q, bool PROGRESS=true>
static bool static_latency_bench(Shard *shard, std::vector<typename Q::Parameters> queries, size_t trial_cnt=100) {
char progbuf[25];
if constexpr (PROGRESS) {
sprintf(progbuf, "querying:");
}
size_t total_time = 0;
size_t total_results = 0;
for (size_t i=0; i<trial_cnt; i++) {
if constexpr (PROGRESS) {
psudb::progress_update((double) (i) / (double) trial_cnt, progbuf);
}
std::vector<typename Q::LocalQuery*> local_queries(1);
auto start = std::chrono::high_resolution_clock::now();
for (size_t j=0; j<queries.size(); j++) {
local_queries[0] = Q::local_preproc(shard, &queries[j]);
Q::distribute_query(&queries[j], local_queries, nullptr);
auto res = Q::local_query(shard, local_queries[0]);
total_results += res.size();
delete local_queries[0];
}
auto stop = std::chrono::high_resolution_clock::now();
total_time += std::chrono::duration_cast<std::chrono::nanoseconds>(stop - start).count();
}
psudb::progress_update(1.0, progbuf);
size_t query_latency = total_time / (trial_cnt * queries.size());
fprintf(stdout, "%ld\t", query_latency);
fflush(stdout);
return true;
}
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