def test_strings_as_keys(self):
        """Test clustering based on strings as keys."""

        partition_before = {"1": set(['A', 'B']), "2": set(['C'])}
        partition_after = {"3": set(['A', 'B', 'C'])}

        match = _solve_clusters(partition_before, partition_after)

        self.assertEquals(match, ([('1', '3')], [], ['2']))
    def test_complex_adding(self):
        """Test more complex clustering with adding a new cluster."""

        partition_before = {1: set(['A', 'B', 'C'])}
        partition_after = {2: set(['A', 'B']), 3: set(['C'])}

        match = _solve_clusters(partition_before, partition_after)

        self.assertEquals(match, ([(1, 2)], [3], []))
    def test_complex_removal(self):
        """Test more complex clustering with removing a cluster."""

        partition_before = {1: set(['A', 'B']), 2: set(['C'])}
        partition_after = {3: set(['A', 'B', 'C'])}

        match = _solve_clusters(partition_before, partition_after)

        self.assertEquals(match, ([(1, 3)], [], [2]))
    def test_cluster_adding(self):
        """Test if the new cluster will be distinguished."""

        partition_before = {}
        partition_after = {1: set(['A', 'B'])}

        match = _solve_clusters(partition_before, partition_after)

        self.assertEquals(match, ([], [1], []))
    def test_complex_matching(self):
        """Test more complex clustering with no removal or adding."""

        partition_before = {1: set(['A', 'B']), 2: set(['C', 'D', 'E'])}
        partition_after = {3: set(['A', 'C', 'E']), 4: set(['B', 'D'])}

        match = _solve_clusters(partition_before, partition_after)

        self.assertEquals(match, ([(1, 4), (2, 3)], [], []))
    def test_strings_as_keys(self):
        """Test clustering based on strings as keys."""

        partition_before = {"1": set(['A', 'B']), "2": set(['C'])}
        partition_after = {"3": set(['A', 'B', 'C'])}

        match = _solve_clusters(partition_before, partition_after)

        self.assertEquals(match, ([('1', '3')], [], ['2']))
    def test_the_same_clusters(self):
        """Test if the two exact clusters will be matched."""

        partition_before = {1: set(['A', 'B'])}
        partition_after = {2: set(['A', 'B'])}

        match = _solve_clusters(partition_before, partition_after)

        self.assertEquals(match, ([(1, 2)], [], []))
    def test_different_types_as_keys(self):
        """Test clustering based on strings as keys."""

        partition_before = {1: set(['A', 'B']), "2": set(['C'])}
        partition_after = {"3": set(['A', 'B', 'C']), 4: set(['E', 'F'])}

        match = _solve_clusters(partition_before, partition_after)

        self.assertEquals(match, ([(1, '3')], [4], ['2']))
    def test_complex_adding(self):
        """Test more complex clustering with adding a new cluster."""

        partition_before = {1: set(['A', 'B', 'C'])}
        partition_after = {2: set(['A', 'B']), 3: set(['C'])}

        match = _solve_clusters(partition_before, partition_after)

        self.assertEquals(match, ([(1, 2)], [3], []))
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    def test_complex_removal(self):
        """Test more complex clustering with removing a cluster."""

        partition_before = {1: set(['A', 'B']), 2: set(['C'])}
        partition_after = {3: set(['A', 'B', 'C'])}

        match = _solve_clusters(partition_before, partition_after)

        self.assertEquals(match, ([(1, 3)], [], [2]))
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    def test_complex_matching(self):
        """Test more complex clustering with no removal or adding."""

        partition_before = {1: set(['A', 'B']), 2: set(['C', 'D', 'E'])}
        partition_after = {3: set(['A', 'C', 'E']), 4: set(['B', 'D'])}

        match = _solve_clusters(partition_before, partition_after)

        self.assertEquals(match, ([(1, 4), (2, 3)], [], []))
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    def test_cluster_removal(self):
        """Test if the removed cluster will be distinguished."""

        partition_before = {1: set(['A', 'B'])}
        partition_after = {}

        match = _solve_clusters(partition_before, partition_after)

        self.assertEquals(match, ([], [], [1]))
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    def test_the_same_clusters(self):
        """Test if the two exact clusters will be matched."""

        partition_before = {1: set(['A', 'B'])}
        partition_after = {2: set(['A', 'B'])}

        match = _solve_clusters(partition_before, partition_after)

        self.assertEquals(match, ([(1, 2)], [], []))
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    def test_different_types_as_keys(self):
        """Test clustering based on strings as keys."""

        partition_before = {1: set(['A', 'B']), "2": set(['C'])}
        partition_after = {"3": set(['A', 'B', 'C']), 4: set(['E', 'F'])}

        match = _solve_clusters(partition_before, partition_after)

        self.assertEquals(match, ([(1, '3')], [4], ['2']))
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    def test_many_virtual_agents(self):
        """Test clustering based on strings as keys."""

        partition_before = {1: set(['A'])}
        partition_after = {1: set(['A', 'B', 'C']), 2: set(['D']),
                           "3": set(['E', 'F'])}

        match = _solve_clusters(partition_before, partition_after)

        self.assertEquals(match, ([(1, 1)], ['3', 2], []))
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    def test_many_virtual_agents(self):
        """Test clustering based on strings as keys."""

        partition_before = {1: set(['A'])}
        partition_after = {
            1: set(['A', 'B', 'C']),
            2: set(['D']),
            "3": set(['E', 'F'])
        }

        match = _solve_clusters(partition_before, partition_after)

        self.assertEquals(match, ([(1, 1)], ['3', 2], []))