def test_view_of_view(matrix_type, subset_func, subset_func2):
    adata = gen_adata((30, 15), X_type=matrix_type)
    adata.raw = adata
    if subset_func is single_subset:
        pytest.xfail("Other subset generating functions have trouble with this")
    var_s1 = subset_func(adata.var_names, min_size=4)
    var_view1 = adata[:, var_s1]
    var_s2 = subset_func2(var_view1.var_names)
    var_view2 = var_view1[:, var_s2]
    assert var_view2._adata_ref is adata
    obs_s1 = subset_func(adata.obs_names, min_size=4)
    obs_view1 = adata[obs_s1, :]
    obs_s2 = subset_func2(obs_view1.obs_names)
    assert adata[obs_s1, :][:, var_s1][obs_s2, :]._adata_ref is adata

    view_of_actual_copy = adata[:, var_s1].copy()[obs_s1, :].copy()[:, var_s2].copy()

    view_of_view_copy = adata[:, var_s1][obs_s1, :][:, var_s2].copy()

    assert_equal(view_of_actual_copy, view_of_view_copy, exact=True)
def test_real_config_with_options(self, tempdir):
        config = """
        [pipeline:main]
        pipeline = cache proxy-server

        [app:proxy-server]
        use = egg:swift#proxy

        [filter:cache]
        use = egg:swift#memcache
        memcache_servers = 10.0.0.1:11211,10.0.0.2:11211,10.0.0.3:11211,
            10.0.0.4:11211
        connect_timeout = 1.0
        pool_timeout = 0.5
        tries = 4
        io_timeout = 1.0
        tls_enabled = true
        """
        config_path = os.path.join(tempdir, 'test.conf')
        with open(config_path, 'w') as f:
            f.write(dedent(config))
        memcache_ring = self._loadapp(config_path)
        self.assertEqual(sorted(memcache_ring._client_cache.keys()),
                         ['10.0.0.%d:11211' % i for i in range(1, 5)])
        # extra options
        self.assertEqual(memcache_ring._connect_timeout, 1.0)
        self.assertEqual(memcache_ring._pool_timeout, 0.5)
        # tries is limited to server count
        self.assertEqual(memcache_ring._tries, 4)
        self.assertEqual(memcache_ring._io_timeout, 1.0)
        self.assertEqual(memcache_ring._error_limit_count, 10)
        self.assertEqual(memcache_ring._error_limit_time, 60)
        self.assertEqual(memcache_ring._error_limit_duration, 60)
        self.assertIsInstance(
            list(memcache_ring._client_cache.values())[0]._tls_context,
            ssl.SSLContext)