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_login_with_token(self, mock_save_credentials, mock_save_auth):
        url = quilt3.session.get_registry_url()

        mock_auth = dict(
            refresh_token='refresh-token',
            access_token='access-token',
            expires_at=123456789
        )

        self.requests_mock.add(
            responses.POST,
            f'{url}/api/token',
            json=mock_auth,
            status=200
        )

        self.requests_mock.add(
            responses.GET,
            f'{url}/api/auth/get_credentials',
            json=dict(
                AccessKeyId='access-key',
                SecretAccessKey='secret-key',
                SessionToken='session-token',
                Expiration="2019-05-28T23:58:07+00:00"
            ),
            status=200
        )

        quilt3.session.login_with_token('123456')

        mock_save_auth.assert_called_with({url: mock_auth})
        mock_save_credentials.assert_called_with(dict(
            access_key='access-key',
            secret_key='secret-key',
            token='session-token',
            expiry_time="2019-05-28T23:58:07+00:00"
        ))