diff options
Diffstat (limited to 'geom_matching/wasserstein/tests')
| -rw-r--r-- | geom_matching/wasserstein/tests/data/test_100_A | 100 | ||||
| -rw-r--r-- | geom_matching/wasserstein/tests/data/test_100_B | 100 | ||||
| -rw-r--r-- | geom_matching/wasserstein/tests/data/test_200_A | 200 | ||||
| -rw-r--r-- | geom_matching/wasserstein/tests/data/test_200_B | 200 | ||||
| -rw-r--r-- | geom_matching/wasserstein/tests/data/test_5000_A | 5000 | ||||
| -rw-r--r-- | geom_matching/wasserstein/tests/data/test_5000_B | 5000 | ||||
| -rw-r--r-- | geom_matching/wasserstein/tests/data/test_5_A | 5 | ||||
| -rw-r--r-- | geom_matching/wasserstein/tests/data/test_5_B | 5 | ||||
| -rw-r--r-- | geom_matching/wasserstein/tests/data/test_list.txt | 18 | ||||
| -rw-r--r-- | geom_matching/wasserstein/tests/test_hera_wasserstein.cpp | 203 | ||||
| -rw-r--r-- | geom_matching/wasserstein/tests/tests_main.cpp | 3 |
11 files changed, 10834 insertions, 0 deletions
diff --git a/geom_matching/wasserstein/tests/data/test_100_A b/geom_matching/wasserstein/tests/data/test_100_A new file mode 100644 index 0000000..8d126f0 --- /dev/null +++ b/geom_matching/wasserstein/tests/data/test_100_A @@ -0,0 +1,100 @@ +7.50638 7.78005 +0.991758 2.12178 +5.18481 6.61702 +6.14703 7.08581 +4.09936 4.83024 +3.79915 4.51283 +3.17645 3.75321 +0.61305 0.998622 +0.445643 1.13781 +6.38205 6.53669 +5.96392 6.44093 +7.21047 7.26005 +0.6703 1.26593 +0.529933 1.7027 +7.92495 8.83023 +2.1382 2.71695 +3.79209 4.5197 +5.23354 5.82214 +-0.395097 2.18831 +3.22028 3.88648 +5.56262 5.79949 +8.39623 9.37185 +2.7452 3.84539 +9.5022 10.2414 +1.01374 1.40504 +3.2029 3.89559 +7.61236 8.28485 +6.4371 6.909 +4.45616 5.35067 +1.57802 1.77895 +6.5991 7.76339 +6.66729 6.71714 +6.11898 6.57121 +2.60663 4.36396 +-0.259613 1.17683 +7.72857 9.48862 +4.68398 5.51521 +4.87447 5.4233 +6.86301 6.88244 +4.17814 4.25886 +8.70558 9.72902 +4.40873 4.57389 +6.1824 7.05049 +7.97557 8.79739 +8.52591 8.6985 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b/geom_matching/wasserstein/tests/data/test_100_B new file mode 100644 index 0000000..852799d --- /dev/null +++ b/geom_matching/wasserstein/tests/data/test_100_B @@ -0,0 +1,100 @@ +5.8232 6.36308 +2.16066 2.48668 +2.38754 4.91418 +4.77403 5.43982 +0.291412 1.11147 +3.77337 5.2686 +8.31344 9.05384 +0.734064 1.14844 +7.57606 7.8521 +3.16719 3.86953 +2.55072 2.64932 +9.51707 9.6071 +0.304643 2.41784 +2.79925 3.28234 +5.32901 7.7576 +5.19903 6.30449 +1.87819 2.99454 +8.92272 9.67105 +4.62414 5.05592 +4.0079 4.64148 +2.26369 3.44573 +2.69335 3.13426 +1.90706 2.42652 +2.68113 2.79133 +1.41065 1.56018 +6.55282 7.18725 +5.72986 6.37151 +7.26968 8.22623 +3.32643 3.73606 +3.77325 4.63115 +1.05457 1.83651 +8.6815 8.85251 +3.91285 4.17139 +0.380936 0.842109 +7.33227 7.69334 +8.45635 8.923 +4.1769 5.08373 +0.501374 2.23328 +-0.161782 1.28908 +3.44716 3.4662 +3.15394 4.30243 +8.71416 9.3781 +6.3034 8.62893 +6.53824 7.04611 +0.6386 1.35269 +0.862088 0.960371 +5.12963 5.20203 +1.58695 2.0452 +6.57698 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+0.291412 1.11147 diff --git a/geom_matching/wasserstein/tests/data/test_list.txt b/geom_matching/wasserstein/tests/data/test_list.txt new file mode 100644 index 0000000..b5ac730 --- /dev/null +++ b/geom_matching/wasserstein/tests/data/test_list.txt @@ -0,0 +1,18 @@ +test_5_A test_5_B 1.0 -1.0 4.320655 +test_5_A test_5_B 2.0 -1.0 1.7323016335246 +test_5_A test_5_B 3.0 -1.0 1.396199948 +test_5_A test_5_B 1.0 1.0 6.603006 +test_5_A test_5_B 2.0 1.0 2.73426775794691 +test_5_A test_5_B 3.0 1.0 2.13072755216204 +test_5_A test_5_B 1.0 2.0 5.1888795679967 +test_5_A test_5_B 2.0 2.0 2.26649677575857 +test_5_A test_5_B 3.0 2.0 1.86434961396614 +test_100_A test_100_B 1.0 -1.0 27.5573259 +test_100_A test_100_B 2.0 -1.0 3.38004972483238 +test_100_A test_100_B 3.0 -1.0 1.9045814702967 +test_100_A test_100_B 1.0 1.0 40.4375855 +test_100_A test_100_B 2.0 1.0 4.75252460986668 +test_100_A test_100_B 3.0 1.0 2.556594741819 +test_100_A test_100_B 1.0 2.0 31.7187555735287 +test_100_A test_100_B 2.0 2.0 3.81132239777023 +test_100_A test_100_B 3.0 2.0 2.09695346034248 diff --git a/geom_matching/wasserstein/tests/test_hera_wasserstein.cpp b/geom_matching/wasserstein/tests/test_hera_wasserstein.cpp new file mode 100644 index 0000000..2ee49ad --- /dev/null +++ b/geom_matching/wasserstein/tests/test_hera_wasserstein.cpp @@ -0,0 +1,203 @@ +#define LOG_AUCTION +#include "catch/catch.hpp" + +#include <sstream> +#include <iostream> + + +#undef LOG_AUCTION + +#include "wasserstein.h" + + +using PairVector = std::vector<std::pair<double, double>>; + +std::vector<std::string> split_on_delim(const std::string& s, char delim) +{ + std::stringstream ss(s); + std::string token; + std::vector<std::string> tokens; + while(std::getline(ss, token, delim)) { + tokens.push_back(token); + } + return tokens; +} + + +// single row in a file with test cases +struct TestFromFileCase { + + std::string file_1; + std::string file_2; + double q; + double internal_p; + double answer; + + TestFromFileCase(std::string s) + { + auto tokens = split_on_delim(s, ' '); + assert(tokens.size() == 5); + + file_1 = tokens.at(0); + file_2 = tokens.at(1); + q = std::stod(tokens.at(2)); + internal_p = std::stod(tokens.at(3)); + answer = std::stod(tokens.at(4)); + + if ( q < 1.0 or std::isinf(q) or + (internal_p != hera::get_infinity<double>() and internal_p < 1.0)) { + throw std::runtime_error("Bad line in test_list.txt"); + } + } +}; + +std::ostream& operator<<(std::ostream& out, const TestFromFileCase& s) +{ + out << "[" << s.file_1 << ", " << s.file_2 << ", q = " << s.q << ", norm = "; + if (s.internal_p != hera::get_infinity()) { + out << s.internal_p; + } else { + out << "infinity"; + } + out << ", answer = " << s.answer << "]"; + return out; +} + + +TEST_CASE("simple cases", "wasserstein_dist") +{ + PairVector diagram_A, diagram_B; + hera::AuctionParams<double> params; + params.wasserstein_power = 1.0; + params.delta = 0.01; + params.internal_p = hera::get_infinity<double>(); + params.initial_epsilon = 0.0; + params.epsilon_common_ratio = 0.0; + params.max_num_phases = 30; + params.gamma_threshold = 0.0; + params.max_bids_per_round = 0; // use Jacobi + + SECTION("trivial: two empty diagrams") { + REQUIRE( 0.0 == hera::wasserstein_dist<>(diagram_A, diagram_B, params)); + } + + SECTION("trivial: one empty diagram, one single-point diagram") { + + diagram_A.emplace_back(1.0, 2.0); + + double d1 = hera::wasserstein_dist<>(diagram_A, diagram_B, params); + REQUIRE( fabs(d1 - 0.5) <= 0.00000000001 ); + + double d2 = hera::wasserstein_dist<>(diagram_B, diagram_A, params); + REQUIRE( fabs(d2 - 0.5) <= 0.00000000001 ); + + params.internal_p = 2.0; + double corr_answer = 1.0 / std::sqrt(2.0); + double d3 = hera::wasserstein_dist<>(diagram_B, diagram_A, params); + REQUIRE( fabs(d3 - corr_answer) <= 0.00000000001 ); + + } + + SECTION("trivial: two single-point diagrams-1") { + + diagram_A.emplace_back(10.0, 20.0); // (5, 5) + diagram_B.emplace_back(13.0, 19.0); // (3, 3) + + double d1 = hera::wasserstein_dist<>(diagram_A, diagram_B, params); + double d2 = hera::wasserstein_dist<>(diagram_B, diagram_A, params); + REQUIRE( fabs(d1 - d2) <= 0.00000000001 ); + REQUIRE( fabs(d1 - 3.0) <= 0.00000000001 ); + + params.wasserstein_power = 2.0; + double d3 = hera::wasserstein_cost<>(diagram_A, diagram_B, params); + double d4 = hera::wasserstein_cost<>(diagram_B, diagram_A, params); + REQUIRE( fabs(d3 - d4) <= 0.00000000001 ); + REQUIRE( fabs(d4 - 9.0) <= 0.00000000001 ); + + params.wasserstein_power = 1.0; + params.internal_p = 1.0; + double d5 = hera::wasserstein_cost<>(diagram_A, diagram_B, params); + double d6 = hera::wasserstein_cost<>(diagram_B, diagram_A, params); + REQUIRE( fabs(d5 - d6) <= 0.00000000001 ); + REQUIRE( fabs(d5 - 4.0) <= 0.00000000001 ); + + params.internal_p = 2.0; + double d7 = hera::wasserstein_cost<>(diagram_A, diagram_B, params); + double d8 = hera::wasserstein_cost<>(diagram_B, diagram_A, params); + REQUIRE( fabs(d7 - d8) <= 0.00000000001 ); + REQUIRE( fabs(d7 - std::sqrt(10.0)) <= 0.00000000001 ); + + } + + SECTION("trivial: two single-point diagrams-2") { + + diagram_A.emplace_back(10.0, 20.0); // (5, 5) + diagram_B.emplace_back(130.0, 138.0); // (4, 4) + + double d1 = hera::wasserstein_cost<>(diagram_A, diagram_B, params); + double d2 = hera::wasserstein_cost<>(diagram_B, diagram_A, params); + REQUIRE( fabs(d1 - d2) <= 0.00000000001 ); + REQUIRE( fabs(d1 - 9.0) <= 0.00000000001 ); + + params.wasserstein_power = 2.0; + double d3 = hera::wasserstein_cost<>(diagram_A, diagram_B, params); + double d4 = hera::wasserstein_cost<>(diagram_B, diagram_A, params); + REQUIRE( fabs(d3 - d4) <= 0.00000000001 ); + REQUIRE( fabs(d4 - 41.0) <= 0.00000000001 ); // 5^2 + 4^2 + + params.wasserstein_power = 1.0; + params.internal_p = 1.0; + double d5 = hera::wasserstein_cost<>(diagram_A, diagram_B, params); + double d6 = hera::wasserstein_cost<>(diagram_B, diagram_A, params); + REQUIRE( fabs(d5 - d6) <= 0.00000000001 ); + REQUIRE( fabs(d5 - 18.0) <= 0.00000000001 ); // 5 + 5 + 4 + 4 + + params.internal_p = 2.0; + double d7 = hera::wasserstein_cost<>(diagram_A, diagram_B, params); + double d8 = hera::wasserstein_cost<>(diagram_B, diagram_A, params); + REQUIRE( fabs(d7 - d8) <= 0.00000000001 ); + REQUIRE( fabs(d7 - 9 * std::sqrt(2.0)) <= 0.00000000001 ); // sqrt(5^2 + 5^2) + sqrt(4^2 + 4^2) = 9 sqrt(2) + + } + +} + + + +TEST_CASE("file cases", "wasserstein_dist") +{ + PairVector diagram_A, diagram_B; + hera::AuctionParams<double> params; + params.wasserstein_power = 1.0; + params.delta = 0.01; + params.internal_p = hera::get_infinity<double>(); + params.initial_epsilon = 0.0; + params.epsilon_common_ratio = 0.0; + params.max_num_phases = 30; + params.gamma_threshold = 0.0; + params.max_bids_per_round = 1; // use Jacobi + + + SECTION("from file:") { + const char* file_name = "../tests/data/test_list.txt"; + std::ifstream f; + f.open(file_name); + std::vector<TestFromFileCase> test_params; + std::string s; + while (std::getline(f, s)) { + test_params.emplace_back(s); + } + + for(const auto& ts : test_params) { + params.wasserstein_power = ts.q; + params.internal_p = ts.internal_p; + bool read_file_A = hera::read_diagram_point_set<double, PairVector>(ts.file_1, diagram_A); + bool read_file_B = hera::read_diagram_point_set<double, PairVector>(ts.file_2, diagram_B); + REQUIRE( read_file_A ); + REQUIRE( read_file_B ); + double hera_answer = hera::wasserstein_dist(diagram_A, diagram_B, params); + REQUIRE( fabs(hera_answer - ts.answer) <= 0.01 * hera_answer ); + std::cout << ts << " PASSED " << std::endl; + } + } +} diff --git a/geom_matching/wasserstein/tests/tests_main.cpp b/geom_matching/wasserstein/tests/tests_main.cpp new file mode 100644 index 0000000..d24407e --- /dev/null +++ b/geom_matching/wasserstein/tests/tests_main.cpp @@ -0,0 +1,3 @@ +#define LOG_AUCTION +#define CATCH_CONFIG_MAIN +#include "catch/catch.hpp" |