import contextlib import threading _config = threading.local() def get_config_divide(): try: value = _config.divide except AttributeError: value = _config.divide = None return value def get_config_over(): try: value = _config.over except AttributeError: value = _config.over = None return value def get_config_under(): try: value = _config.under except AttributeError: value = _config.under = None return value def get_config_invalid(): try: value = _config.invalid except AttributeError: value = _config.invalid = None return value def get_config_linalg(): # In favor of performance, the `devInfo` input/output from cuSOLVER routine # calls that is necessary to check the validity of the other outputs, are # ignored, as D2H copy incurring device synchronizations would otherwise be # required. try: value = _config.linalg except AttributeError: value = _config.linalg = 'ignore' return value def get_config_fallback_mode(): try: value = _config.fallback_mode except AttributeError: value = _config.fallback_mode = 'ignore' return value @contextlib.contextmanager def errstate(*, divide=None, over=None, under=None, invalid=None, linalg=None, fallback_mode=None): """ TODO(hvy): Write docs. """ old_state = seterr( divide=divide, over=over, under=under, invalid=invalid, linalg=linalg, fallback_mode=fallback_mode) try: yield # Return `None` similar to `numpy.errstate`. finally: seterr(**old_state) def seterr(*, divide=None, over=None, under=None, invalid=None, linalg=None, fallback_mode=None): """ TODO(hvy): Write docs. """ old_state = geterr() if divide is not None: raise NotImplementedError() if over is not None: raise NotImplementedError() if under is not None: raise NotImplementedError() if invalid is not None: raise NotImplementedError() if linalg is not None: if linalg in ('ignore', 'raise'): _config.linalg = linalg else: raise NotImplementedError() if fallback_mode is not None: if fallback_mode in ['print', 'warn', 'ignore', 'raise']: _config.fallback_mode = fallback_mode elif fallback_mode in ['log', 'call']: raise NotImplementedError else: raise ValueError( '{} is not a valid dispatch type'.format(fallback_mode)) _config.divide = divide _config.under = under _config.over = over _config.invalid = invalid return old_state def geterr(): """ TODO(hvy): Write docs. """ return dict( divide=get_config_divide(), over=get_config_over(), under=get_config_under(), invalid=get_config_invalid(), linalg=get_config_linalg(), fallback_mode=get_config_fallback_mode(), )