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Solve the following problem using Python, implementing the functions described below, one line at a time
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Description:
 def compile(self, restrictions):
 """ This is only for IdPs or AAs, and it's about limiting what is returned to the SP. In the configuration file, restrictions on which values that can be returned are specified with the help of regular expressions. This function goes through and pre-compiles the regular expressions. :param restrictions: :return: The assertion with the string specification replaced with a compiled regular expression. """


        self._restrictions = copy.deepcopy(restrictions)

        for who, spec in self._restrictions.items():
            if spec is None:
                continue
            try:
                items = spec["entity_categories"]
            except KeyError:
                pass
            else:
                ecs = []
                for cat in items:
                    _mod = importlib.import_module(
                        "saml2.entity_category.%s" % cat)
                    _ec = {}
                    for key, items in _mod.RELEASE.items():
                        alist = [k.lower() for k in items]
                        try:
                            _only_required = _mod.ONLY_REQUIRED[key]
                        except (AttributeError, KeyError):
                            _only_required = False
                        _ec[key] = (alist, _only_required)
                    ecs.append(_ec)
                spec["entity_categories"] = ecs
            try:
                restr = spec["attribute_restrictions"]
            except KeyError:
                continue

            if restr is None:
                continue

            _are = {}
            for key, values in restr.items():
                if not values:
                    _are[key.lower()] = None
                    continue

                _are[key.lower()] = [re.compile(value) for value in values]
            spec["attribute_restrictions"] = _are
        logger.debug("policy restrictions: %s", self._restrictions)

        return self._restrictions