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How to use _one_of_matched method in lisa

Best Python code snippet using lisa_python

search_space.py

Source:search_space.py

...141                        f"requirement is not max_inclusive"142                    )143            else:144                assert isinstance(capability, list), f"actual: {type(capability)}"145                temp_result = _one_of_matched(self, capability)146                if not temp_result.result:147                    result.add_reason(148                        "no capability matches requirement, "149                        f"requirement: {self}, capability: {capability}"150                    )151        return result152    def _generate_min_capability(self, capability: Any) -> int:153        if isinstance(capability, int):154            result: int = capability155        elif isinstance(capability, IntRange):156            if self.min < capability.min:157                result = capability.min158            else:159                result = self.min160        else:161            assert isinstance(capability, list), f"actual: {type(capability)}"162            result = self.max if self.max_inclusive else self.max - 1163            for cap_item in capability:164                temp_result = self.check(cap_item)165                if temp_result.result:166                    temp_min = self.generate_min_capability(cap_item)167                    result = min(temp_min, result)168        return result169    def _intersect(self, capability: Any) -> Any:170        if isinstance(capability, int):171            return capability172        elif isinstance(capability, IntRange):173            result = IntRange(174                min=self.min, max=self.max, max_inclusive=self.max_inclusive175            )176            if self.min < capability.min:177                result.min = capability.min178            if self.max > capability.max:179                result.max = capability.max180                result.max_inclusive = capability.max_inclusive181            elif self.max == capability.max:182                result.max_inclusive = capability.max_inclusive and self.max_inclusive183        else:184            raise NotImplementedError(185                f"IntRange doesn't support other intersect on {type(capability)}."186            )187        return result188CountSpace = Union[int, List[IntRange], IntRange, None]189def decode_count_space(data: Any) -> Any:190    """191    CountSpace is complex to marshmallow, so it needs customized decode.192    Anyway, marshmallow can encode it correctly.193    """194    decoded_data: CountSpace = None195    if data is None or isinstance(data, int) or isinstance(data, IntRange):196        decoded_data = data197    elif isinstance(data, list):198        decoded_data = []199        for item in data:200            if isinstance(item, dict):201                decoded_data.append(IntRange.schema().load(item))  # type: ignore202            else:203                assert isinstance(item, IntRange), f"actual: {type(item)}"204                decoded_data.append(item)205    else:206        assert isinstance(data, dict), f"actual: {type(data)}"207        decoded_data = IntRange.schema().load(data)  # type: ignore208    return decoded_data209def _one_of_matched(requirement: Any, capabilities: List[Any]) -> ResultReason:210    result = ResultReason()211    supported = False212    assert isinstance(requirement, RequirementMixin), f"actual: {type(requirement)}"213    for cap_item in capabilities:214        temp_result = requirement.check(cap_item)215        if temp_result.result:216            supported = True217            break218    if not supported:219        result.add_reason("no one meeting requirement")220    return result221@dataclass_json()222@dataclass223class SetSpace(RequirementMixin, Set[T]):224    is_allow_set: bool = False225    items: List[T] = field(default_factory=list)226    def __init__(227        self,228        is_allow_set: Optional[bool] = None,229        items: Optional[Iterable[T]] = None,230    ) -> None:231        self.items: List[T] = []232        if items:233            self.update(items)234        if is_allow_set is not None:235            self.is_allow_set = is_allow_set236    def __repr__(self) -> str:237        return (238            f"allowed:{self.is_allow_set},"239            f"items:[{','.join([str(x) for x in self])}]"240        )241    def __post_init__(self, *args: Any, **kwargs: Any) -> None:242        self.update(self.items)243    def check(self, capability: Any) -> ResultReason:244        result = ResultReason()245        if self.is_allow_set and len(self) > 0 and not capability:246            result.add_reason(247                "if requirements is allow set and len > 0, capability shouldn't be None"248            )249        assert isinstance(capability, SetSpace), f"actual: {type(capability)}"250        assert capability.is_allow_set, "capability must be allow set"251        # if self.options is not None:252        # cap_set = capability.options253        if result.result:254            if self.is_allow_set:255                if not capability.issuperset(self):256                    result.add_reason(257                        "capability cannot support some of requirements, "258                        f"requirement: '{self}'"259                        f"capability: '{capability}', "260                    )261            else:262                inter_set: Set[Any] = self.intersection(capability)263                if len(inter_set) > 0:264                    names: List[str] = []265                    for item in inter_set:266                        if isinstance(item, type):267                            names.append(item.__name__)268                        elif isinstance(item, object):269                            names.append(item.__class__.__name__)270                        else:271                            names.append(item)272                    result.add_reason(f"requirements excludes {names}")273        return result274    def add(self, element: T) -> None:275        super().add(element)276        self.items.append(element)277    def remove(self, element: T) -> None:278        super().remove(element)279        self.items.remove(element)280    def update(self, *s: Iterable[T]) -> None:281        super().update(*s)282        self.items.extend(*s)283    def _generate_min_capability(self, capability: Any) -> Optional[Set[T]]:284        result: Optional[SetSpace[T]] = None285        if self.is_allow_set and len(self) > 0:286            assert isinstance(capability, SetSpace), f"actual: {type(capability)}"287            result = SetSpace(is_allow_set=self.is_allow_set)288            if len(capability) > 0:289                for item in self:290                    if item in capability:291                        result.add(item)292        return result293    def _intersect(self, capability: Any) -> Any:294        return self._generate_min_capability(capability)295def decode_set_space(data: Any) -> Any:296    """297    not sure what's reason, __post_init__ won't be called automatically.298    So write this decoder to force it's called on deserializing299    """300    result = None301    if data:302        result = SetSpace.schema().load(data)  # type: ignore303    return result304def decode_set_space_by_type(305    data: Any, base_type: Type[T]306) -> Optional[Union[SetSpace[T], T]]:307    if isinstance(data, dict):308        new_data = SetSpace[T](is_allow_set=True)309        types = data.get("items", [])310        for item in types:311            new_data.add(base_type(item))  # type: ignore312        decoded_data: Optional[Union[SetSpace[T], T]] = new_data313    elif isinstance(data, list):314        new_data = SetSpace[T](is_allow_set=True)315        for item in data:316            new_data.add(base_type(item))  # type: ignore317        decoded_data = new_data318    elif isinstance(data, str):319        decoded_data = base_type(data)  # type: ignore320    elif isinstance(data, SetSpace):321        decoded_data = data322    else:323        raise LisaException(f"unknown data type: {type(data)}")324    return decoded_data325def check_countspace(requirement: CountSpace, capability: CountSpace) -> ResultReason:326    result = ResultReason()327    if requirement is not None:328        if capability is None:329            result.add_reason(330                "if requirements isn't None, capability shouldn't be None"331            )332        else:333            if isinstance(requirement, int):334                if isinstance(capability, int):335                    if requirement != capability:336                        result.add_reason(337                            "requirement is a number, capability should be exact "338                            f"much, but requirement: {requirement}, "339                            f"capability: {capability}"340                        )341                elif isinstance(capability, IntRange):342                    temp_result = capability.check(requirement)343                    if not temp_result.result:344                        result.add_reason(345                            "requirement is a number, capability should include it, "346                            f"but requirement: {requirement}, capability: {capability}"347                        )348                else:349                    assert isinstance(capability, list), f"actual: {type(capability)}"350                    temp_requirement = IntRange(min=requirement, max=requirement)351                    temp_result = _one_of_matched(temp_requirement, capability)352                    if not temp_result.result:353                        result.add_reason(354                            f"requirement is a number, no capability matched, "355                            f"requirement: {requirement}, capability: {capability}"356                        )357            elif isinstance(requirement, IntRange):358                result.merge(requirement.check(capability))359            else:360                assert isinstance(requirement, list), f"actual: {type(requirement)}"361                supported = False362                for req_item in requirement:363                    temp_result = req_item.check(capability)364                    if temp_result.result:365                        supported = True...

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