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[index][example] Add range-insert benchmark.
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index/example/benchmark_insert.cpp
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171
index/example/benchmark_insert.cpp
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// Boost.Geometry Index
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// Additional tests
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// Copyright (c) 2011-2015 Adam Wulkiewicz, Lodz, Poland.
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// Use, modification and distribution is subject to the Boost Software License,
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// Version 1.0. (See accompanying file LICENSE_1_0.txt or copy at
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// http://www.boost.org/LICENSE_1_0.txt)
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#include <iostream>
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#include <vector>
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#include <algorithm>
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#include <boost/chrono.hpp>
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#include <boost/foreach.hpp>
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#include <boost/random.hpp>
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#include <boost/geometry.hpp>
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#include <boost/geometry/index/rtree.hpp>
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#include <boost/geometry/geometries/geometries.hpp>
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namespace bg = boost::geometry;
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namespace bgi = bg::index;
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typedef bg::model::point<double, 2, bg::cs::cartesian> P;
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typedef bg::model::box<P> B;
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typedef bg::model::segment<P> S;
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typedef P V;
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//typedef B V;
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//typedef S V;
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template <typename V>
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struct generate_value {};
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template <>
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struct generate_value<B>
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{
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static inline B apply(float x, float y) { return B(P(x - 0.5f, y - 0.5f), P(x + 0.5f, y + 0.5f)); }
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};
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template <>
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struct generate_value<S>
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{
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static inline S apply(float x, float y) { return S(P(x - 0.5f, y - 0.5f), P(x + 0.5f, y + 0.5f)); }
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};
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template <>
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struct generate_value<P>
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{
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static inline P apply(float x, float y) { return P(x, y); }
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};
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template <typename RT>
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void test_queries(RT const& t, std::vector< std::pair<float, float> > const& coords, size_t queries_count)
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{
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typedef boost::chrono::thread_clock clock_t;
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typedef boost::chrono::duration<float> dur_t;
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std::vector<V> result;
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result.reserve(100);
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clock_t::time_point start = clock_t::now();
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size_t temp = 0;
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for (size_t i = 0 ; i < queries_count ; ++i )
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{
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float x = coords[i].first;
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float y = coords[i].second;
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result.clear();
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t.query(bgi::intersects(B(P(x - 10, y - 10), P(x + 10, y + 10))), std::back_inserter(result));
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temp += result.size();
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}
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dur_t time = clock_t::now() - start;
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std::cout << time.count() << " " << temp << '\n';
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}
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//#define BOOST_GEOMETRY_INDEX_BENCHMARK_DEBUG
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int main()
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{
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typedef boost::chrono::thread_clock clock_t;
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typedef boost::chrono::duration<float> dur_t;
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#ifndef BOOST_GEOMETRY_INDEX_BENCHMARK_DEBUG
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size_t values_count = 1000000;
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size_t queries_count = 100000;
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size_t nearest_queries_count = 20000;
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unsigned neighbours_count = 10;
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#else
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size_t values_count = 1000;
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size_t queries_count = 1;
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size_t nearest_queries_count = 1;
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unsigned neighbours_count = 10;
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#endif
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float max_val = static_cast<float>(values_count / 2);
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std::vector< std::pair<float, float> > coords;
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std::vector<V> values;
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//randomize values
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{
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boost::mt19937 rng;
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//rng.seed(static_cast<unsigned int>(std::time(0)));
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boost::uniform_real<float> range(-max_val, max_val);
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boost::variate_generator<boost::mt19937&, boost::uniform_real<float> > rnd(rng, range);
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coords.reserve(values_count);
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std::cout << "randomizing data\n";
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for ( size_t i = 0 ; i < values_count ; ++i )
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{
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float x = rnd();
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float y = rnd();
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coords.push_back(std::make_pair(x, y));
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values.push_back(generate_value<V>::apply(x, y));
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}
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std::cout << "randomized\n";
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}
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typedef bgi::rtree<V, bgi::linear<16, 4> > RT;
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//typedef bgi::rtree<V, bgi::quadratic<16, 4> > RT;
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//typedef bgi::rtree<V, bgi::rstar<16, 4> > RT;
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for (;;)
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{
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// packing test
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{
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clock_t::time_point start = clock_t::now();
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RT t(values.begin(), values.end());
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dur_t time = clock_t::now() - start;
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std::cout << "pack(" << values_count << ") - " << time.count() << ", ";
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test_queries(t, coords, queries_count);
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}
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{
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size_t n_10 = values_count / 10;
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for ( size_t j = 0 ; j < 10 ; ++j )
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{
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clock_t::time_point start = clock_t::now();
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RT t;
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// perform j range-inserts
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for ( size_t i = 0 ; i < j ; ++i )
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{
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t.insert(values.begin() + n_10 * i,
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values.begin() + (std::min)(n_10 * (i + 1), values_count));
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}
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// perform n-n/10*j inserts
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size_t inserted_count = (std::min)(n_10*j, values_count);
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for ( size_t i = inserted_count ; i < values_count ; ++i )
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{
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t.insert(values[i]);
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}
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dur_t time = clock_t::now() - start;
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std::cout << j << "*insert(N/10)+insert(" << (values_count - inserted_count) << ") - " << time.count() << ", ";
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test_queries(t, coords, queries_count);
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}
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}
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std::cout << "------------------------------------------------\n";
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}
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return 0;
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}
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