"""!

@brief Integration-tests for double-layer oscillatory network 'syncsegm' for image segmentation based on Kuramoto model.

@authors Andrei Novikov (pyclustering@yandex.ru)
@date 2014-2020
@copyright BSD-3-Clause

"""


import unittest

# Generate images without having a window appear.
import matplotlib
matplotlib.use('Agg')

from pyclustering.nnet.tests.syncsegm_templates import SyncsegmTestTemplates

from pyclustering.samples.definitions import IMAGE_SIMPLE_SAMPLES


class SyncsegmIntegrationTest(unittest.TestCase):
    def testImageSegmentationSimple13(self):
        SyncsegmTestTemplates.templateSyncsegmSegmentation(IMAGE_SIMPLE_SAMPLES.IMAGE_SIMPLE13, 225, 5, 0, 2, 4, False, True)

    def testImageSegmentationSimple15(self):
        SyncsegmTestTemplates.templateSyncsegmSegmentation(IMAGE_SIMPLE_SAMPLES.IMAGE_SIMPLE15, 225, 6, 0, 2, 3, False, True)

    def testImageSegmentationSimple16(self):
        SyncsegmTestTemplates.templateSyncsegmSegmentation(IMAGE_SIMPLE_SAMPLES.IMAGE_SIMPLE16, 225, 2, 0, 2, 3, True, True)

    def testImageSegmentationSimple17(self):
        SyncsegmTestTemplates.templateSyncsegmSegmentation(IMAGE_SIMPLE_SAMPLES.IMAGE_SIMPLE17, 225, 1, 0, 3, 3, False, True)

    def testImageSegmentationSimple18(self):
        SyncsegmTestTemplates.templateSyncsegmSegmentation(IMAGE_SIMPLE_SAMPLES.IMAGE_SIMPLE18, 225, 1, 0, 2, 3, False, True)

    def testVisualizeSimple17NoFailure(self):
        SyncsegmTestTemplates.templateSyncsegmSegmentation(IMAGE_SIMPLE_SAMPLES.IMAGE_SIMPLE17, 225, 1, 0, 3, 3, False, True)

    def testVisualizeSimple18NoFailure(self):
        SyncsegmTestTemplates.templateSyncsegmSegmentation(IMAGE_SIMPLE_SAMPLES.IMAGE_SIMPLE18, 225, 1, 0, 2, 3, False, True)