import itertools import types import unittest from cupy.testing import _bundle from cupy.testing import _pytest_impl def _param_to_str(obj): if isinstance(obj, type): return obj.__name__ elif hasattr(obj, '__name__') and isinstance(obj.__name__, str): # print __name__ attribute for classes, functions and modules return obj.__name__ return repr(obj) def _shorten(s, maxlen): # Shortens the string down to maxlen, by replacing the middle part with # a 3-dots string '...'. ellipsis = '...' if len(s) <= maxlen: return s n1 = (maxlen - len(ellipsis)) // 2 n2 = maxlen - len(ellipsis) - n1 s = s[:n1] + ellipsis + s[-n2:] assert len(s) == maxlen return s def _make_class_name(base_class_name, i_param, param): # Creates a class name for a single combination of parameters. SINGLE_PARAM_MAXLEN = 100 # Length limit of a single parameter value PARAMS_MAXLEN = 5000 # Length limit of the whole parameters part param_strs = [ '{}={}'.format(k, _shorten(_param_to_str(v), SINGLE_PARAM_MAXLEN)) for k, v in sorted(param.items())] param_strs = _shorten(', '.join(param_strs), PARAMS_MAXLEN) cls_name = '{}_param_{}_{{{}}}'.format( base_class_name, i_param, param_strs) return cls_name def _parameterize_test_case_generator(base, params): # Defines the logic to generate parameterized test case classes. for i, param in enumerate(params): yield _parameterize_test_case(base, i, param) def _parameterize_test_case(base, i, param): cls_name = _make_class_name(base.__name__, i, param) def __repr__(self): name = base.__repr__(self) return '<%s parameter: %s>' % (name, param) mb = {'__repr__': __repr__} for k, v in sorted(param.items()): if isinstance(v, types.FunctionType): def create_new_v(): f = v def new_v(self, *args, **kwargs): return f(*args, **kwargs) return new_v mb[k] = create_new_v() else: mb[k] = v return (cls_name, mb, lambda method: method) def parameterize(*params, **kwargs): """Generates test classes with given sets of additional attributes >>> @parameterize({"a": 1}, {"b": 2, "c": 3}) ... class TestX(unittest.TestCase): ... def test_y(self): ... pass generates two classes `TestX_param_0_...`, `TestX_param_1_...` and removes the original class `TestX`. The specification is subject to change, which applies to all the non-NumPy `testing` features. """ def f(cls): if issubclass(cls, unittest.TestCase): assert not kwargs deco = _bundle.make_decorator( lambda base: _parameterize_test_case_generator(base, params)) else: deco = _pytest_impl.parameterize(*params, **kwargs) return deco(cls) return f def product(parameter): # TODO(kataoka): Add documentation assert isinstance(parameter, dict) keys = sorted(parameter) values = [parameter[key] for key in keys] values_product = itertools.product(*values) return [dict(zip(keys, vals)) for vals in values_product] def product_dict(*parameters): # TODO(kataoka): Add documentation return [ {k: v for dic in dicts for k, v in dic.items()} for dicts in itertools.product(*parameters)]