def test_view_mixin_copies_data(adata, array_type: type, attr):
    N = 100
    adata = ad.AnnData(
        obs=pd.DataFrame(index=np.arange(N)), var=pd.DataFrame(index=np.arange(N))
    )

    X = array_type(sparse.eye(N, N).multiply(np.arange(1, N + 1)))
    if attr == "X":
        adata.X = X
    else:
        getattr(adata, attr)["arr"] = X

    view = adata[:50]

    if attr == "X":
        arr_view = view.X
    else:
        arr_view = getattr(view, attr)["arr"]

    arr_view_copy = arr_view.copy()

    if sparse.issparse(X):
        assert not np.shares_memory(arr_view.indices, arr_view_copy.indices)
        assert not np.shares_memory(arr_view.indptr, arr_view_copy.indptr)
        assert not np.shares_memory(arr_view.data, arr_view_copy.data)

        arr_view_copy.data[0] = -5
        assert not np.array_equal(arr_view_copy.data, arr_view.data)
    else:
        assert not np.shares_memory(arr_view, arr_view_copy)

        arr_view_copy[0, 0] = -5
        assert not np.array_equal(arr_view_copy, arr_view)
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"
        ))