def test_check_clustering(self):
myFilter = ClusteringFilter({
"maximum_noise": 15,
"maximum_clusters": 30,
"minimum_clusters": 5,
"minimum_cluster_size": 50
},
MatrixHandlerMock(1000))
self.assertItemsEqual( myFilter.check_clustering(ClusteringMock(number_of_clusters = 25, number_of_elements = 900)),[])
self.assertItemsEqual( myFilter.check_clustering(ClusteringMock(number_of_clusters = 50, number_of_elements = 800)),
[
{
'reason': 'TOO_MUCH_CLUSTERS',
'data': {
'current': 50,
'maximum': 30
}
},
{
'reason': 'TOO_MUCH_NOISE',
'data': {
'current': 20.0,
'maximum': 15
}
}
])
