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How to use generate_min_capability_countspace method in lisa

Best Python code snippet using lisa_python

schema.py

Source:schema.py

...676            f"{super().__repr__()}"677        )678    @property679    def cost(self) -> float:680        core_count = search_space.generate_min_capability_countspace(681            self.core_count, self.core_count682        )683        gpu_count = search_space.generate_min_capability_countspace(684            self.gpu_count, self.gpu_count685        )686        return core_count + gpu_count * 100687    @property688    def features(self) -> Optional[search_space.SetSpace[FeatureSettings]]:689        self._features = self._create_feature_settings_list(self._features)690        if self._features is not None:691            self._features.is_allow_set = True692        return cast(Optional[search_space.SetSpace[FeatureSettings]], self._features)693    @features.setter694    def features(self, value: Optional[search_space.SetSpace[FeatureSettings]]) -> None:695        self._features = cast(FeaturesSpace, value)696    @property697    def excluded_features(self) -> Optional[search_space.SetSpace[FeatureSettings]]:698        if not self._excluded_features:699            self._excluded_features = self._create_feature_settings_list(700                self._excluded_features701            )702            if self._excluded_features is not None:703                self._excluded_features.is_allow_set = False704        return cast(705            Optional[search_space.SetSpace[FeatureSettings]], self._excluded_features706        )707    @excluded_features.setter708    def excluded_features(709        self, value: Optional[search_space.SetSpace[FeatureSettings]]710    ) -> None:711        self._excluded_features = cast(FeaturesSpace, value)712    def check(self, capability: Any) -> search_space.ResultReason:713        result = search_space.ResultReason()714        if capability is None:715            result.add_reason("capability shouldn't be None")716        if self.features:717            assert self.features.is_allow_set, "features should be allow set"718        if self.excluded_features:719            assert (720                not self.excluded_features.is_allow_set721            ), "excluded_features shouldn't be allow set"722        assert isinstance(capability, NodeSpace), f"actual: {type(capability)}"723        if (724            not capability.node_count725            or not capability.core_count726            or not capability.memory_mb727        ):728            result.add_reason(729                "node_count, core_count, memory_mb " "shouldn't be None or zero."730            )731        if isinstance(self.node_count, int) and isinstance(capability.node_count, int):732            if self.node_count > capability.node_count:733                result.add_reason(734                    f"capability node count {capability.node_count} "735                    f"must be more than requirement {self.node_count}"736                )737        else:738            result.merge(739                search_space.check_countspace(self.node_count, capability.node_count),740                "node_count",741            )742        result.merge(743            search_space.check_countspace(self.core_count, capability.core_count),744            "core_count",745        )746        result.merge(747            search_space.check_countspace(self.memory_mb, capability.memory_mb),748            "memory_mb",749        )750        if self.disk:751            result.merge(self.disk.check(capability.disk))752        if self.network_interface:753            result.merge(self.network_interface.check(capability.network_interface))754        result.merge(755            search_space.check_countspace(self.gpu_count, capability.gpu_count),756            "gpu_count",757        )758        if self.features:759            for feature in self.features:760                cap_feature = self._find_feature_by_type(761                    feature.type, capability.features762                )763                if cap_feature:764                    result.merge(feature.check(cap_feature))765                else:766                    result.add_reason(767                        f"no feature '{feature.type}' found in capability"768                    )769        if self.excluded_features:770            for feature in self.excluded_features:771                cap_feature = self._find_feature_by_type(772                    feature.type, capability.features773                )774                if cap_feature:775                    result.add_reason(776                        f"excluded feature '{feature.type}' found in capability"777                    )778        return result779    def expand_by_node_count(self) -> List[Any]:780        # expand node count in requirement to one,781        # so that's easy to compare equalization later.782        expanded_requirements: List[NodeSpace] = []783        node_count = search_space.generate_min_capability_countspace(784            self.node_count, self.node_count785        )786        for _ in range(node_count):787            expanded_copy = copy.copy(self)788            expanded_copy.node_count = 1789            expanded_requirements.append(expanded_copy)790        return expanded_requirements791    def has_feature(self, find_type: str) -> bool:792        result = False793        if not self.features:794            return result795        return any(feature for feature in self.features if feature.type == find_type)796    def _call_requirement_method(self, method_name: str, capability: Any) -> Any:797        assert isinstance(capability, NodeSpace), f"actual: {type(capability)}"...

test_search_space.py

Source:test_search_space.py

...29        return check_countspace(self.number, capability.number)30    def _generate_min_capability(self, capability: Any) -> MockSchema:31        result = MockSchema()32        assert isinstance(capability, MockItem), f"actual: {type(capability)}"33        result.number = generate_min_capability_countspace(34            self.number, capability.number35        )36        return result37class SearchSpaceTestCase(unittest.TestCase):38    def __init__(self, *args: Any, **kwargs: Any) -> None:39        super().__init__(*args, **kwargs)40        id = f"{'.'.join(self.id().split('.')[-2:])}"41        self._log = get_logger(id)42    def test_supported_intrange(self) -> None:43        self._verify_matrix(44            expected_meet=[45                [True, True, True, False, True, True, False, True, False, False],46                [True, True, False, False, True, True, False, False, False, False],47            ],48            expected_min=[49                [12, 10, 15, False, 10, 10, False, 15, False, False],50                [12, 10, False, False, 10, 10, False, False, False, False],51            ],52            requirements=[53                IntRange(min=10, max=15),54                IntRange(min=10, max=15, max_inclusive=False),55            ],56            capabilities=[57                IntRange(12),58                IntRange(10),59                IntRange(15),60                IntRange(20),61                IntRange(5, 11),62                IntRange(5, 10),63                IntRange(5, 10, max_inclusive=False),64                IntRange(15, 20),65                IntRange(1, 5),66                IntRange(20, 100),67            ],68        )69    def test_supported_countspace(self) -> None:70        expected_meet = [71            [True, True, True, True, True, True, True, True, True, True, True],72            [False, True, False, False, False, True, True, True, False, False, False],73            [False, False, True, False, False, True, False, True, True, False, False],74            [False, False, False, False, True, False, False, True, True, True, True],75            [False, True, True, False, False, True, True, True, True, False, False],76            [False, True, False, False, False, True, True, True, True, False, False],77            [False, True, True, False, True, True, True, True, True, True, True],78        ]79        expected_min: List[List[Any]] = [80            [None, 10, 15, 18, 25, 10, 10, 10, 12, 21, 21],81            [False, 10, False, False, False, 10, 10, 10, False, False, False],82            [False, False, 15, False, False, 15, False, 15, 15, False, False],83            [False, False, False, False, 25, False, False, 25, 25, 25, 25],84            [False, 10, 15, False, False, 10, 10, 10, 12, False, False],85            [False, 10, False, False, False, 10, 10, 10, 12, False, False],86            [False, 10, 15, False, 25, 10, 10, 10, 12, 21, 21],87        ]88        self._verify_matrix(89            expected_meet=expected_meet,90            expected_min=expected_min,91            requirements=[92                None,93                10,94                15,95                25,96                IntRange(min=10, max=15),97                IntRange(min=10, max=15, max_inclusive=False),98                [IntRange(min=10, max=15), IntRange(min=20, max=80)],99            ],100            capabilities=[101                None,102                10,103                15,104                18,105                25,106                IntRange(min=10, max=15),107                IntRange(min=10, max=15, max_inclusive=False),108                [IntRange(min=10, max=15), IntRange(min=20, max=80)],109                [IntRange(min=12, max=30)],110                [IntRange(min=21, max=25)],111                IntRange(min=21, max=25),112            ],113        )114    def test_supported_set_space(self) -> None:115        set_aa = set(["aa"])116        set_aa_bb = set(["aa", "bb"])117        set_aa_bb_cc = set(["aa", "bb", "cc"])118        set_aa_cc = set(["aa", "cc"])119        set_cc = set(["cc"])120        self._verify_matrix(121            expected_meet=[122                [True, True, True, True, True],123                [True, True, True, True, True],124                [False, False, False, True, False],125                [True, False, True, False, False],126                [True, False, True, False, False],127            ],128            expected_min=[129                [None, None, None, None, None],130                [None, None, None, None, None],131                [False, False, False, set_aa_bb, False],132                [None, False, None, False, False],133                [None, False, None, False, False],134            ],135            requirements=[136                SetSpace[str](is_allow_set=True),137                SetSpace[str](is_allow_set=False),138                SetSpace[str](items=set_aa_bb, is_allow_set=True),139                SetSpace[str](items=set_aa_bb),140                SetSpace[str](items=set_aa_bb, is_allow_set=False),141            ],142            capabilities=[143                SetSpace[str](is_allow_set=True),144                SetSpace[str](items=set_aa, is_allow_set=True),145                SetSpace[str](items=set_cc, is_allow_set=True),146                SetSpace[str](items=set_aa_bb_cc, is_allow_set=True),147                SetSpace[str](items=set_aa_cc, is_allow_set=True),148            ],149        )150    def test_generate_min_capability_not_supported(self) -> None:151        requirement = IntRange(min=5)152        capability = IntRange(max=4)153        with self.assertRaises(expected_exception=LisaException) as cm:154            requirement.generate_min_capability(capability)155        self.assertIn("doesn't support", str(cm.exception))156    def test_int_range_validation(self) -> None:157        with self.assertRaises(expected_exception=LisaException) as cm:158            IntRange(min=6, max=4)159        self.assertIn("shouldn't be greater than", str(cm.exception))160        # no exception161        IntRange(min=5, max=5)162        with self.assertRaises(expected_exception=LisaException) as cm:163            IntRange(min=5, max=5, max_inclusive=False)164        self.assertIn("shouldn't be equal to", str(cm.exception))165    def _verify_matrix(166        self,167        expected_meet: List[List[bool]],168        expected_min: List[List[Any]],169        requirements: List[T],170        capabilities: List[T],171    ) -> None:172        for r_index, requirement in enumerate(requirements):173            for c_index, capability in enumerate(capabilities):174                extra_msg = (175                    f"index: [{r_index},{c_index}], "176                    f"requirement: {requirement}, capability: {capability}"177                )178                if isinstance(requirement, RequirementMixin):179                    self._assert_check(180                        expected_meet[r_index][c_index],181                        requirement.check(capability),182                        extra_msg=extra_msg,183                    )184                    if expected_meet[r_index][c_index]:185                        actual_min = requirement.generate_min_capability(capability)186                        if expected_min[r_index][c_index] != actual_min:187                            self._log.info(extra_msg)188                            self._log.info(189                                f"expected_min: {expected_min[r_index][c_index]}"190                            )191                            self._log.info(f"actual_min: {actual_min}")192                        self.assertEqual(193                            expected_min[r_index][c_index], actual_min, extra_msg194                        )195                elif (196                    isinstance(requirement, IntRange)197                    or isinstance(requirement, int)198                    or isinstance(capability, IntRange)199                    or isinstance(capability, int)200                ):201                    self._assert_check(202                        expected_meet[r_index][c_index],203                        check_countspace(requirement, capability),  # type:ignore204                        extra_msg=extra_msg,205                    )206                    if expected_meet[r_index][c_index]:207                        actual_min = generate_min_capability_countspace(208                            requirement, capability  # type:ignore209                        )210                        if expected_min[r_index][c_index] != actual_min:211                            self._log.info(extra_msg)212                        self.assertEqual(213                            expected_min[r_index][c_index], actual_min, extra_msg214                        )215                else:216                    self._assert_check(217                        expected_meet[r_index][c_index],218                        check(requirement, capability),  # type:ignore219                        extra_msg=extra_msg,220                    )221                    if expected_meet[r_index][c_index]:...

nvme.py

Source:nvme.py

...102    def _generate_min_capability(self, capability: Any) -> Any:103        assert isinstance(capability, NvmeSettings), f"actual: {type(capability)}"104        min_value = NvmeSettings()105        if self.disk_count or capability.disk_count:106            min_value.disk_count = search_space.generate_min_capability_countspace(107                self.disk_count, capability.disk_count108            )...

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