1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
|
/*!
@authors Andrei Novikov (pyclustering@yandex.ru)
@date 2014-2020
@copyright BSD-3-Clause
*/
#include <gtest/gtest.h>
#include <pyclustering/interface/elbow_interface.h>
#include <pyclustering/interface/pyclustering_package.hpp>
#include "samples.hpp"
#include "utenv_utils.hpp"
#include <memory>
using namespace pyclustering;
TEST(utest_interface_elbow, elbow_method) {
std::shared_ptr<pyclustering_package> sample = pack(dataset({ { 1.0, 1.0 }, { 1.1, 1.0 }, { 1.2, 1.4 }, { 10.0, 10.3 }, { 10.1, 10.2 }, { 10.2, 10.4 } }));
pyclustering_package * result = elbow_method_ikpp(sample.get(), 1, sample->size, 1, RANDOM_STATE_CURRENT_TIME);
ASSERT_EQ((std::size_t) ELBOW_PACKAGE_SIZE, result->size);
delete result;
result = elbow_method_irnd(sample.get(), 1, sample->size, 1, RANDOM_STATE_CURRENT_TIME);
ASSERT_EQ((std::size_t) ELBOW_PACKAGE_SIZE, result->size);
delete result;
}
TEST(utest_interface_elbow, elbow_method_simple3_ikpp) {
auto sample_ptr = simple_sample_factory::create_sample(SAMPLE_SIMPLE::SAMPLE_SIMPLE_03);
std::shared_ptr<pyclustering_package> sample = pack(*sample_ptr);
pyclustering_package * result = elbow_method_ikpp(sample.get(), 1, 10, 1, RANDOM_STATE_CURRENT_TIME);
ASSERT_EQ((std::size_t) ELBOW_PACKAGE_SIZE, result->size);
delete result;
}
TEST(utest_interface_elbow, elbow_method_simple3_irnd) {
auto sample_ptr = simple_sample_factory::create_sample(SAMPLE_SIMPLE::SAMPLE_SIMPLE_03);
std::shared_ptr<pyclustering_package> sample = pack(*sample_ptr);
pyclustering_package * result = elbow_method_irnd(sample.get(), 1, 10, 1, RANDOM_STATE_CURRENT_TIME);
ASSERT_EQ((std::size_t) ELBOW_PACKAGE_SIZE, result->size);
delete result;
}
|
