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How to use decode_count_space method in lisa
Best Python code snippet using lisa_python
schema.py
Source:schema.py 
1# Copyright (c) Microsoft Corporation.2# Licensed under the MIT license.3import copy4from dataclasses import dataclass, field5from enum import Enum6from functools import partial7from pathlib import Path8from typing import Any, Dict, List, Optional, Type, TypeVar, Union, cast9from dataclasses_json import (10 CatchAll,11 DataClassJsonMixin,12 Undefined,13 config,14 dataclass_json,15)16from marshmallow import ValidationError, fields, validate17from lisa import search_space18from lisa.secret import PATTERN_HEADTAIL, add_secret19from lisa.util import (20 BaseClassMixin,21 LisaException,22 constants,23 deep_update_dict,24 field_metadata,25 strip_strs,26)27"""28Schema is dealt with three components,291. dataclasses. It's a builtin class, uses to define schema of an instance. field()30 function uses to describe a field.312. dataclasses_json. Serializer. config() function customizes this component.323. marshmallow. Validator. It's wrapped by dataclasses_json. config(mm_field=xxx)33 function customizes this component.34"""35T = TypeVar("T")36class ListableValidator(validate.Validator):37 default_message = ""38 def __init__(39 self,40 value_type: type,41 value_validator: Optional[42 Union[validate.Validator, List[validate.Validator]]43 ] = None,44 error: str = "",45 ) -> None:46 self._value_type: Any = value_type47 if value_validator is None:48 self._inner_validator: List[validate.Validator] = []49 elif callable(value_validator):50 self._inner_validator = [value_validator]51 elif isinstance(value_validator, list):52 self._inner_validator = list(value_validator)53 else:54 raise ValueError(55 "The 'value_validator' parameter must be a callable "56 "or a collection of callables."57 )58 self.error: str = error or self.default_message59 def _repr_args(self) -> str:60 return f"_inner_validator={self._inner_validator}"61 def _format_error(self, value: Any) -> str:62 return self.error.format(input=value)63 def __call__(self, value: Any) -> Any:64 if isinstance(value, self._value_type):65 if self._inner_validator:66 for validator in self._inner_validator:67 validator(value)68 elif isinstance(value, list):69 for value_item in value:70 assert isinstance(value_item, self._value_type), (71 f"must be '{self._value_type}' but '{value_item}' "72 f"is '{type(value_item)}'"73 )74 if self._inner_validator:75 for validator in self._inner_validator:76 validator(value_item)77 elif value is not None:78 raise ValidationError(79 f"must be Union[{self._value_type}, List[{self._value_type}]], "80 f"but '{value}' is '{type(value)}'"81 )82 return value83@dataclass_json(undefined=Undefined.INCLUDE)84@dataclass85class ExtendableSchemaMixin:86 extended_schemas: CatchAll = field(default_factory=dict) # type: ignore87 def get_extended_runbook(self, runbook_type: Type[T], type_name: str = "") -> T:88 """89 runbook_type: type of runbook90 field_name: the field name which stores the data, if it's "", get it from type91 """92 if not hasattr(self, "_extended_runbook"):93 type_name = self.__resolve_type_name(94 runbook_type=runbook_type, type_name=type_name95 )96 if self.extended_schemas and type_name in self.extended_schemas:97 self._extended_runbook: T = load_by_type(98 runbook_type, self.extended_schemas[type_name]99 )100 else:101 # value may be filled outside, so hold and return an object.102 self._extended_runbook = runbook_type()103 # if there is any extra key, raise exception to help user find it earlier.104 if self.extended_schemas and len(self.extended_schemas) > 0:105 expected_extra_count = 0106 if type_name in self.extended_schemas:107 expected_extra_count = 1108 if len(self.extended_schemas) > expected_extra_count:109 extra_names = [110 name for name in self.extended_schemas if name != type_name111 ]112 raise LisaException(113 f"unknown keys in extendable schema [{runbook_type.__name__}]: "114 f"{extra_names}"115 )116 return self._extended_runbook117 def set_extended_runbook(self, runbook: Any, type_name: str = "") -> None:118 self._extended_runbook = runbook119 if self.extended_schemas and type_name in self.extended_schemas:120 # save extended runbook back to raw dict121 self.extended_schemas[type_name] = runbook.to_dict()122 def __resolve_type_name(self, runbook_type: Type[Any], type_name: str) -> str:123 assert issubclass(124 runbook_type, DataClassJsonMixin125 ), "runbook_type must annotate from DataClassJsonMixin"126 if not type_name:127 assert hasattr(self, constants.TYPE), (128 f"cannot find type attr on '{runbook_type.__name__}'."129 f"either set field_name or make sure type attr exists."130 )131 type_name = getattr(self, constants.TYPE)132 return type_name133 def __repr__(self) -> str:134 result = ""135 if hasattr(self, "_extended_runbook"):136 result = f"ext:{self._extended_runbook}"137 elif self.extended_schemas:138 result = f"ext:{self.extended_schemas}"139 return result140 def __hash__(self) -> int:141 return super().__hash__()142@dataclass_json()143@dataclass144class TypedSchema:145 type: str = field(default="", metadata=field_metadata(required=True))146 def __hash__(self) -> int:147 return super().__hash__()148@dataclass_json()149@dataclass150class Transformer(TypedSchema, ExtendableSchemaMixin):151 # the name can be referenced by other transformers. If it's not specified,152 # the type will be used.153 name: str = ""154 # prefix of generated variables. if it's not specified, the name will be155 # used. For example, a variable called "a" with the prefix "b", so the156 # variable name will be "b_a" in the variable dict157 prefix: str = ""158 # specify which transformers are depended.159 depends_on: List[str] = field(default_factory=list)160 # rename some of variables for easier use.161 rename: Dict[str, str] = field(default_factory=dict)162 # enable this transformer or not, only enabled transformers run actually.163 enabled: bool = True164 # decide when the transformer run. The init means run at very beginning165 # phase, which is before the combinator. The expanded means run after166 # combinator expanded variables.167 phase: str = field(168 default=constants.TRANSFORMER_PHASE_INIT,169 metadata=field_metadata(170 validate=validate.OneOf(171 [172 constants.TRANSFORMER_PHASE_INIT,173 constants.TRANSFORMER_PHASE_EXPANDED,174 constants.TRANSFORMER_PHASE_CLEANUP,175 ]176 ),177 ),178 )179 def __post_init__(self, *args: Any, **kwargs: Any) -> None:180 if not self.name:181 self.name = self.type182 if not self.prefix:183 self.prefix = self.name184@dataclass_json()185@dataclass186class Combinator(TypedSchema, ExtendableSchemaMixin):187 type: str = field(188 default=constants.COMBINATOR_GRID, metadata=field_metadata(required=True)189 )190@dataclass_json()191@dataclass192class Strategy:193 """194 node_path is the path of yaml node. For example:195 environment.nodes196 if node_path doesn't present, it means to all.197 operations include:198 overwrite: default behavior. add non-exist items and replace exist.199 remove: remove specified path totally.200 add: add non-exist, not replace exist.201 """202 node_path: str = field(default="", metadata=field_metadata(required=True))203 operation: str = field(204 default=constants.OPERATION_OVERWRITE,205 metadata=field_metadata(206 required=True,207 validate=validate.OneOf(208 [209 constants.OPERATION_ADD,210 constants.OPERATION_OVERWRITE,211 constants.OPERATION_REMOVE,212 ]213 ),214 ),215 )216@dataclass_json()217@dataclass218class Include:219 """220 Inclusion of runbook logic, for similar runs.221 """222 path: str = field(default="", metadata=field_metadata(required=True))223 strategy: Union[List[Strategy], Strategy, None] = None224@dataclass_json()225@dataclass226class Extension:227 path: str228 name: Optional[str] = None229 @classmethod230 def from_raw(cls, raw_data: Any) -> List["Extension"]:231 results: List[Extension] = []232 assert isinstance(raw_data, list), f"actual: {type(raw_data)}"233 for extension in raw_data:234 # convert to structured Extension235 if isinstance(extension, str):236 extension = Extension(path=extension)237 elif isinstance(extension, dict):238 extension = load_by_type(Extension, extension)239 results.append(extension)240 return results241@dataclass_json()242@dataclass243class Variable:244 """245 it uses to support variables in other fields.246 duplicate items will be overwritten one by one.247 if a variable is not defined here, LISA can fail earlier to ask check it.248 file path is relative to LISA command starts.249 """250 # If it's secret, it will be removed from log and other output information.251 # secret files also need to be removed after test252 # it's not recommended highly to put secret in runbook directly.253 is_secret: bool = False254 # continue to support v2 format. it's simple.255 file: str = field(256 default="",257 metadata=field_metadata(258 validate=validate.Regexp(r"([\w\W]+[.](xml|yml|yaml)$)|(^$)")259 ),260 )261 name: str = field(default="")262 value: Union[str, bool, int, Dict[Any, Any], List[Any], None] = field(default="")263 # True means this variable can be used in test cases.264 is_case_visible: bool = False265 mask: str = ""266 def __post_init__(self, *args: Any, **kwargs: Any) -> None:267 if self.file and (self.name or self.value):268 raise LisaException(269 f"file cannot be specified with name or value"270 f"file: '{self.file}'"271 f"name: '{self.name}'"272 f"value: '{self.value}'"273 )274@dataclass_json()275@dataclass276class Notifier(TypedSchema, ExtendableSchemaMixin):277 """278 it sends test progress and results to any place wanted.279 detail types are defined in notifier itself, allowed items are handled in code.280 """281 # A notifier is disabled, if it's false. It helps to disable notifier by282 # variables.283 enabled: bool = True284@dataclass_json()285@dataclass()286class FeatureSettings(287 search_space.RequirementMixin, TypedSchema, ExtendableSchemaMixin288):289 """290 It's the default feature setting. It's used by features without settings,291 and it's the base class of specified settings.292 """293 def __eq__(self, o: object) -> bool:294 assert isinstance(o, FeatureSettings), f"actual: {type(o)}"295 return self.type == o.type296 def __repr__(self) -> str:297 return self.type298 def __hash__(self) -> int:299 return hash(self._get_key())300 @staticmethod301 def create(302 type: str, extended_schemas: Optional[Dict[Any, Any]] = None303 ) -> "FeatureSettings":304 # If a feature has no setting, it will return the default settings.305 if extended_schemas:306 feature = FeatureSettings(type=type, extended_schemas=extended_schemas)307 else:308 feature = FeatureSettings(type=type)309 return feature310 def check(self, capability: Any) -> search_space.ResultReason:311 assert isinstance(capability, FeatureSettings), f"actual: {type(capability)}"312 # default FeatureSetting is a place holder, nothing to do.313 result = search_space.ResultReason()314 if self.type != capability.type:315 result.add_reason(316 f"settings are different, "317 f"requirement: {self.type}, capability: {capability.type}"318 )319 return result320 def _get_key(self) -> str:321 return self.type322 def _call_requirement_method(self, method_name: str, capability: Any) -> Any:323 assert isinstance(capability, FeatureSettings), f"actual: {type(capability)}"324 # default FeatureSetting is a place holder, nothing to do.325 value = FeatureSettings.create(self.type)326 # try best to intersect the extended schemas327 if method_name == search_space.RequirementMethod.intersect:328 if self.extended_schemas and capability and capability.extended_schemas:329 value.extended_schemas = deep_update_dict(330 self.extended_schemas,331 capability.extended_schemas,332 )333 else:334 value.extended_schemas = (335 capability.extended_schemas336 if capability and capability.extended_schemas337 else self.extended_schemas338 )339 return value340class DiskType(str, Enum):341 PremiumSSDLRS = "PremiumSSDLRS"342 Ephemeral = "Ephemeral"343 StandardHDDLRS = "StandardHDDLRS"344 StandardSSDLRS = "StandardSSDLRS"345# disk types are ordered by commonly and cost. The earlier is lower cost.346disk_type_priority: List[DiskType] = [347 DiskType.StandardHDDLRS,348 DiskType.StandardSSDLRS,349 DiskType.Ephemeral,350 DiskType.PremiumSSDLRS,351]352@dataclass_json()353@dataclass()354class DiskOptionSettings(FeatureSettings):355 type: str = constants.FEATURE_DISK356 disk_type: Optional[357 Union[search_space.SetSpace[DiskType], DiskType]358 ] = field( # type:ignore359 default_factory=partial(360 search_space.SetSpace,361 items=[362 DiskType.StandardHDDLRS,363 DiskType.StandardSSDLRS,364 DiskType.Ephemeral,365 DiskType.PremiumSSDLRS,366 ],367 ),368 metadata=field_metadata(369 decoder=partial(search_space.decode_set_space_by_type, base_type=DiskType)370 ),371 )372 data_disk_count: search_space.CountSpace = field(373 default_factory=partial(search_space.IntRange, min=0),374 metadata=field_metadata(decoder=search_space.decode_count_space),375 )376 data_disk_caching_type: str = field(377 default=constants.DATADISK_CACHING_TYPE_NONE,378 metadata=field_metadata(379 validate=validate.OneOf(380 [381 constants.DATADISK_CACHING_TYPE_NONE,382 constants.DATADISK_CACHING_TYPE_READONLY,383 constants.DATADISK_CACHING_TYPE_READYWRITE,384 ]385 ),386 ),387 )388 data_disk_iops: search_space.CountSpace = field(389 default_factory=partial(search_space.IntRange, min=0),390 metadata=field_metadata(391 allow_none=True, decoder=search_space.decode_count_space392 ),393 )394 data_disk_size: search_space.CountSpace = field(395 default_factory=partial(search_space.IntRange, min=0),396 metadata=field_metadata(397 allow_none=True, decoder=search_space.decode_count_space398 ),399 )400 max_data_disk_count: search_space.CountSpace = field(401 default=None,402 metadata=field_metadata(403 allow_none=True, decoder=search_space.decode_count_space404 ),405 )406 def __eq__(self, o: object) -> bool:407 assert isinstance(o, DiskOptionSettings), f"actual: {type(o)}"408 return (409 self.type == o.type410 and self.disk_type == o.disk_type411 and self.data_disk_count == o.data_disk_count412 and self.data_disk_caching_type == o.data_disk_caching_type413 and self.data_disk_iops == o.data_disk_iops414 and self.data_disk_size == o.data_disk_size415 and self.max_data_disk_count == o.max_data_disk_count416 )417 def __repr__(self) -> str:418 return (419 f"disk_type: {self.disk_type},"420 f"count: {self.data_disk_count},"421 f"caching: {self.data_disk_caching_type},"422 f"iops: {self.data_disk_iops},"423 f"size: {self.data_disk_size},"424 f"max_data_disk_count: {self.max_data_disk_count}"425 )426 def __str__(self) -> str:427 return self.__repr__()428 def __hash__(self) -> int:429 return super().__hash__()430 def check(self, capability: Any) -> search_space.ResultReason:431 result = super().check(capability)432 result.merge(433 search_space.check_countspace(434 self.data_disk_count, capability.data_disk_count435 ),436 "data_disk_count",437 )438 result.merge(439 search_space.check_countspace(440 self.max_data_disk_count, capability.max_data_disk_count441 ),442 "max_data_disk_count",443 )444 result.merge(445 search_space.check_countspace(446 self.data_disk_iops, capability.data_disk_iops447 ),448 "data_disk_iops",449 )450 return result451 def _get_key(self) -> str:452 return (453 f"{super()._get_key()}/{self.disk_type}/"454 f"{self.data_disk_count}/{self.data_disk_caching_type}/"455 f"{self.data_disk_iops}/{self.data_disk_size}"456 )457 def _call_requirement_method(self, method_name: str, capability: Any) -> Any:458 assert isinstance(capability, DiskOptionSettings), f"actual: {type(capability)}"459 parent_value = super()._call_requirement_method(method_name, capability)460 # convert parent type to child type461 value = DiskOptionSettings()462 value.extended_schemas = parent_value.extended_schemas463 search_space_countspace_method = getattr(464 search_space, f"{method_name}_countspace"465 )466 if self.disk_type or capability.disk_type:467 value.disk_type = getattr(468 search_space, f"{method_name}_setspace_by_priority"469 )(self.disk_type, capability.disk_type, disk_type_priority)470 if self.data_disk_count or capability.data_disk_count:471 value.data_disk_count = search_space_countspace_method(472 self.data_disk_count, capability.data_disk_count473 )474 if self.data_disk_iops or capability.data_disk_iops:475 value.data_disk_iops = search_space_countspace_method(476 self.data_disk_iops, capability.data_disk_iops477 )478 if self.data_disk_size or capability.data_disk_size:479 value.data_disk_size = search_space_countspace_method(480 self.data_disk_size, capability.data_disk_size481 )482 if self.data_disk_caching_type or capability.data_disk_caching_type:483 value.data_disk_caching_type = (484 self.data_disk_caching_type or capability.data_disk_caching_type485 )486 if self.max_data_disk_count or capability.max_data_disk_count:487 value.max_data_disk_count = search_space_countspace_method(488 self.max_data_disk_count, capability.max_data_disk_count489 )490 return value491class NetworkDataPath(str, Enum):492 Synthetic = "Synthetic"493 Sriov = "Sriov"494_network_data_path_priority: List[NetworkDataPath] = [495 NetworkDataPath.Sriov,496 NetworkDataPath.Synthetic,497]498@dataclass_json()499@dataclass()500class NetworkInterfaceOptionSettings(FeatureSettings):501 type: str = "NetworkInterface"502 data_path: Optional[503 Union[search_space.SetSpace[NetworkDataPath], NetworkDataPath]504 ] = field( # type: ignore505 default_factory=partial(506 search_space.SetSpace,507 items=[508 NetworkDataPath.Synthetic,509 NetworkDataPath.Sriov,510 ],511 ),512 metadata=field_metadata(513 decoder=partial(514 search_space.decode_set_space_by_type, base_type=NetworkDataPath515 )516 ),517 )518 # nic_count is used for specifying associated nic count during provisioning vm519 nic_count: search_space.CountSpace = field(520 default_factory=partial(search_space.IntRange, min=1),521 metadata=field_metadata(decoder=search_space.decode_count_space),522 )523 # max_nic_count is used for getting the size max nic capability, it can be used to524 # check how many nics the vm can be associated after provisioning525 max_nic_count: search_space.CountSpace = field(526 default_factory=partial(search_space.IntRange, min=1),527 metadata=field_metadata(528 allow_none=True, decoder=search_space.decode_count_space529 ),530 )531 def __eq__(self, o: object) -> bool:532 assert isinstance(o, NetworkInterfaceOptionSettings), f"actual: {type(o)}"533 return (534 self.type == o.type535 and self.data_path == o.data_path536 and self.nic_count == o.nic_count537 and self.max_nic_count == o.max_nic_count538 )539 def __repr__(self) -> str:540 return (541 f"data_path:{self.data_path}, nic_count:{self.nic_count},"542 f" max_nic_count:{self.max_nic_count}"543 )544 def __str__(self) -> str:545 return self.__repr__()546 def __hash__(self) -> int:547 return super().__hash__()548 def _get_key(self) -> str:549 return (550 f"{super()._get_key()}/{self.data_path}/{self.nic_count}"551 f"/{self.max_nic_count}"552 )553 def check(self, capability: Any) -> search_space.ResultReason:554 assert isinstance(555 capability, NetworkInterfaceOptionSettings556 ), f"actual: {type(capability)}"557 result = super().check(capability)558 result.merge(559 search_space.check_countspace(self.nic_count, capability.nic_count),560 "nic_count",561 )562 result.merge(563 search_space.check_setspace(self.data_path, capability.data_path),564 "data_path",565 )566 result.merge(567 search_space.check_countspace(self.max_nic_count, capability.max_nic_count),568 "max_nic_count",569 )570 return result571 def _call_requirement_method(self, method_name: str, capability: Any) -> Any:572 assert isinstance(573 capability, NetworkInterfaceOptionSettings574 ), f"actual: {type(capability)}"575 parent_value = super()._call_requirement_method(method_name, capability)576 # convert parent type to child type577 value = NetworkInterfaceOptionSettings()578 value.extended_schemas = parent_value.extended_schemas579 value.max_nic_count = getattr(search_space, f"{method_name}_countspace")(580 self.max_nic_count, capability.max_nic_count581 )582 if self.nic_count or capability.nic_count:583 value.nic_count = getattr(search_space, f"{method_name}_countspace")(584 self.nic_count, capability.nic_count585 )586 else:587 raise LisaException("nic_count cannot be zero")588 value.data_path = getattr(search_space, f"{method_name}_setspace_by_priority")(589 self.data_path, capability.data_path, _network_data_path_priority590 )591 return value592@dataclass_json()593@dataclass()594class FeaturesSpace(595 search_space.SetSpace[Union[str, FeatureSettings]],596):597 def __post_init__(self, *args: Any, **kwargs: Any) -> None:598 if self.items:599 for index, item in enumerate(self.items):600 if isinstance(item, dict):601 item = load_by_type(FeatureSettings, item)602 self.items[index] = item603@dataclass_json()604@dataclass()605class NodeSpace(search_space.RequirementMixin, TypedSchema, ExtendableSchemaMixin):606 type: str = field(607 default=constants.ENVIRONMENTS_NODES_REQUIREMENT,608 metadata=field_metadata(609 required=True,610 validate=validate.OneOf([constants.ENVIRONMENTS_NODES_REQUIREMENT]),611 ),612 )613 name: str = ""614 is_default: bool = field(default=False)615 node_count: search_space.CountSpace = field(616 default=search_space.IntRange(min=1),617 metadata=field_metadata(decoder=search_space.decode_count_space),618 )619 core_count: search_space.CountSpace = field(620 default=search_space.IntRange(min=1),621 metadata=field_metadata(decoder=search_space.decode_count_space),622 )623 memory_mb: search_space.CountSpace = field(624 default=search_space.IntRange(min=512),625 metadata=field_metadata(decoder=search_space.decode_count_space),626 )627 disk: Optional[DiskOptionSettings] = None628 network_interface: Optional[NetworkInterfaceOptionSettings] = None629 gpu_count: search_space.CountSpace = field(630 default=search_space.IntRange(min=0),631 metadata=field_metadata(decoder=search_space.decode_count_space),632 )633 # all features on requirement should be included.634 # all features on capability can be included.635 _features: Optional[FeaturesSpace] = field(636 default=None,637 metadata=field_metadata(allow_none=True, data_key="features"),638 )639 # set by requirements640 # capability's is ignored641 _excluded_features: Optional[FeaturesSpace] = field(642 default=None,643 metadata=field_metadata(644 allow_none=True,645 data_key="excluded_features",646 ),647 )648 def __post_init__(self, *args: Any, **kwargs: Any) -> None:649 # clarify types to avoid type errors in properties.650 self._features: Optional[search_space.SetSpace[FeatureSettings]]651 self._excluded_features: Optional[search_space.SetSpace[FeatureSettings]]652 def __eq__(self, o: object) -> bool:653 assert isinstance(o, NodeSpace), f"actual: {type(o)}"654 return (655 self.type == o.type656 and self.node_count == o.node_count657 and self.core_count == o.core_count658 and self.memory_mb == o.memory_mb659 and self.disk == o.disk660 and self.network_interface == o.network_interface661 and self.gpu_count == o.gpu_count662 and self.features == o.features663 and self.excluded_features == o.excluded_features664 )665 def __repr__(self) -> str:666 """667 override it for shorter text668 """669 return (670 f"type:{self.type},name:{self.name},"671 f"default:{self.is_default},"672 f"count:{self.node_count},core:{self.core_count},"673 f"mem:{self.memory_mb},disk:{self.disk},"674 f"network interface: {self.network_interface}, gpu:{self.gpu_count},"675 f"f:{self.features},ef:{self.excluded_features},"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)}"798 # copy to duplicate extended schema799 value: NodeSpace = copy.deepcopy(self)800 if self.node_count or capability.node_count:801 if isinstance(self.node_count, int) and isinstance(802 capability.node_count, int803 ):804 # capability can have more node805 value.node_count = capability.node_count806 else:807 value.node_count = getattr(search_space, f"{method_name}_countspace")(808 self.node_count, capability.node_count809 )810 else:811 raise LisaException("node_count cannot be zero")812 if self.core_count or capability.core_count:813 value.core_count = getattr(search_space, f"{method_name}_countspace")(814 self.core_count, capability.core_count815 )816 else:817 raise LisaException("core_count cannot be zero")818 if self.memory_mb or capability.memory_mb:819 value.memory_mb = getattr(search_space, f"{method_name}_countspace")(820 self.memory_mb, capability.memory_mb821 )822 else:823 raise LisaException("memory_mb cannot be zero")824 if self.disk or capability.disk:825 value.disk = getattr(search_space, method_name)(self.disk, capability.disk)826 if self.network_interface or capability.network_interface:827 value.network_interface = getattr(search_space, method_name)(828 self.network_interface, capability.network_interface829 )830 if self.gpu_count or capability.gpu_count:831 value.gpu_count = getattr(search_space, f"{method_name}_countspace")(832 self.gpu_count, capability.gpu_count833 )834 else:835 value.gpu_count = 0836 if (837 capability.features838 and method_name == search_space.RequirementMethod.generate_min_capability839 ):840 # The requirement features are ignored, if cap doesn't have it.841 value.features = search_space.SetSpace[FeatureSettings](is_allow_set=True)842 for original_cap_feature in capability.features:843 capability_feature = self._get_or_create_feature_settings(844 original_cap_feature845 )846 requirement_feature = (847 self._find_feature_by_type(capability_feature.type, self.features)848 or capability_feature849 )850 current_feature = getattr(requirement_feature, method_name)(851 capability_feature852 )853 value.features.add(current_feature)854 elif method_name == search_space.RequirementMethod.intersect and (855 capability.features or self.features856 ):857 # This is a hack to work with lisa_runner. The capability features858 # are joined case req and runbook req. Here just take the results859 # from capability.860 value.features = capability.features861 if (862 capability.excluded_features863 and method_name == search_space.RequirementMethod.generate_min_capability864 ):865 # TODO: the min value for excluded feature is not clear. It may need866 # to be improved with real scenarios.867 value.excluded_features = search_space.SetSpace[FeatureSettings](868 is_allow_set=True869 )870 for original_cap_feature in capability.excluded_features:871 capability_feature = self._get_or_create_feature_settings(872 original_cap_feature873 )874 requirement_feature = (875 self._find_feature_by_type(876 capability_feature.type, self.excluded_features877 )878 or capability_feature879 )880 current_feature = getattr(requirement_feature, method_name)(881 capability_feature882 )883 value.excluded_features.add(current_feature)884 elif method_name == search_space.RequirementMethod.intersect and (885 capability.excluded_features or self.excluded_features886 ):887 # This is a hack to work with lisa_runner. The capability features888 # are joined case req and runbook req. Here just take the results889 # from capability.890 value.excluded_features = capability.excluded_features891 return value892 def _find_feature_by_type(893 self,894 find_type: str,895 features: Optional[search_space.SetSpace[Any]],896 ) -> Optional[FeatureSettings]:897 result: Optional[FeatureSettings] = None898 if not features:899 return result900 is_found = False901 for original_feature in features.items:902 feature = self._get_or_create_feature_settings(original_feature)903 if feature.type == find_type:904 is_found = True905 break906 if is_found:907 result = feature908 return result909 def _create_feature_settings_list(910 self, features: Optional[search_space.SetSpace[Any]]911 ) -> Optional[FeaturesSpace]:912 result: Optional[FeaturesSpace] = None913 if features is None:914 return result915 result = cast(916 FeaturesSpace,917 search_space.SetSpace[FeatureSettings](is_allow_set=features.is_allow_set),918 )919 for raw_feature in features.items:920 feature = self._get_or_create_feature_settings(raw_feature)921 result.add(feature)922 return result923 def _get_or_create_feature_settings(self, feature: Any) -> FeatureSettings:924 if isinstance(feature, str):925 feature_setting = FeatureSettings.create(feature)926 elif isinstance(feature, FeatureSettings):927 feature_setting = feature928 else:929 raise LisaException(930 f"unsupported type {type(feature)} found in features, "931 "only str and FeatureSettings supported."932 )933 return feature_setting934@dataclass_json()935@dataclass936class Capability(NodeSpace):937 type: str = constants.ENVIRONMENTS_NODES_REQUIREMENT938 def __post_init__(self, *args: Any, **kwargs: Any) -> None:939 super().__post_init__(*args, **kwargs)940 self.node_count = 1941@dataclass_json()942@dataclass943class Node(TypedSchema, ExtendableSchemaMixin):944 capability: Capability = field(default_factory=Capability)945 name: str = ""946 is_default: bool = field(default=False)947@dataclass_json()948@dataclass949class LocalNode(Node):950 type: str = constants.ENVIRONMENTS_NODES_LOCAL951@dataclass_json()952@dataclass953class RemoteNode(Node):954 type: str = constants.ENVIRONMENTS_NODES_REMOTE955 address: str = ""956 port: int = field(957 default=22,958 metadata=field_metadata(959 field_function=fields.Int, validate=validate.Range(min=1, max=65535)960 ),961 )962 public_address: str = ""963 public_port: int = field(964 default=22,965 metadata=field_metadata(966 field_function=fields.Int, validate=validate.Range(min=1, max=65535)967 ),968 )969 username: str = constants.DEFAULT_USER_NAME970 password: str = ""971 private_key_file: str = ""972 def __post_init__(self, *args: Any, **kwargs: Any) -> None:973 add_secret(self.username, PATTERN_HEADTAIL)974 add_secret(self.password)975 add_secret(self.private_key_file)976@dataclass_json()977@dataclass978class Environment:979 name: str = field(default="")980 topology: str = field(981 default=constants.ENVIRONMENTS_SUBNET,982 metadata=field_metadata(983 validate=validate.OneOf([constants.ENVIRONMENTS_SUBNET])984 ),985 )986 nodes_raw: Optional[List[Any]] = field(987 default=None,988 metadata=field_metadata(data_key=constants.NODES),989 )990 nodes_requirement: Optional[List[NodeSpace]] = None991 _original_nodes_requirement: Optional[List[NodeSpace]] = None992 def __post_init__(self, *args: Any, **kwargs: Any) -> None:993 self._original_nodes_requirement = self.nodes_requirement994 self.reload_requirements()995 def reload_requirements(self) -> None:996 results: List[Node] = []997 self.nodes = []998 self.nodes_requirement = None999 if self._original_nodes_requirement:1000 self.nodes_requirement = []1001 self.nodes_requirement.extend(copy.copy(self._original_nodes_requirement))1002 if self.nodes_raw:1003 for node_raw in self.nodes_raw:1004 node_type = node_raw[constants.TYPE]1005 if node_type == constants.ENVIRONMENTS_NODES_REQUIREMENT:1006 original_req: NodeSpace = load_by_type(NodeSpace, node_raw)1007 expanded_req = original_req.expand_by_node_count()1008 if self.nodes_requirement is None:1009 self.nodes_requirement = []1010 self.nodes_requirement.extend(expanded_req)1011 else:1012 # load base schema for future parsing1013 node: Node = load_by_type(Node, node_raw)1014 results.append(node)1015 self.nodes = results1016@dataclass_json()1017@dataclass1018class EnvironmentRoot:1019 warn_as_error: bool = field(default=False)1020 environments: List[Environment] = field(default_factory=list)1021@dataclass_json()1022@dataclass1023class Platform(TypedSchema, ExtendableSchemaMixin):1024 type: str = field(1025 default=constants.PLATFORM_READY,1026 metadata=field_metadata(required=True),1027 )1028 admin_username: str = constants.DEFAULT_USER_NAME1029 admin_password: str = ""1030 admin_private_key_file: str = ""1031 # no/False: means to delete the environment regardless case fail or pass1032 # yes/always/True: means to keep the environment regardless case fail or pass1033 keep_environment: Optional[Union[str, bool]] = constants.ENVIRONMENT_KEEP_NO1034 # platform can specify a default environment requirement1035 requirement: Optional[Dict[str, Any]] = None1036 def __post_init__(self, *args: Any, **kwargs: Any) -> None:1037 add_secret(self.admin_username, PATTERN_HEADTAIL)1038 add_secret(self.admin_password)1039 if self.type != constants.PLATFORM_READY:1040 if not self.admin_password and not self.admin_private_key_file:1041 raise LisaException(1042 "one of admin_password and admin_private_key_file must be set"1043 )1044 if isinstance(self.keep_environment, bool):1045 if self.keep_environment:1046 self.keep_environment = constants.ENVIRONMENT_KEEP_ALWAYS1047 else:1048 self.keep_environment = constants.ENVIRONMENT_KEEP_NO1049 allow_list = [1050 constants.ENVIRONMENT_KEEP_ALWAYS,1051 constants.ENVIRONMENT_KEEP_FAILED,1052 constants.ENVIRONMENT_KEEP_NO,1053 ]1054 assert isinstance(self.keep_environment, str), (1055 f"keep_environment should be {allow_list} or bool, "1056 f"but it's {type(self.keep_environment)}, '{self.keep_environment}'"1057 )1058 if isinstance(self.keep_environment, str):1059 self.keep_environment = self.keep_environment.lower()1060 if self.keep_environment not in allow_list:1061 raise LisaException(1062 f"keep_environment only can be set as one of {allow_list}"1063 )1064 # this requirement in platform will be applied to each test case1065 # requirement. It means the set value will override value in test cases.1066 # But the schema will be validated here. The original NodeSpace object holds1067 if self.requirement:1068 # validate schema of raw inputs1069 load_by_type(Capability, self.requirement)1070@dataclass_json()1071@dataclass1072class Criteria:1073 """1074 all rules in same criteria are AND condition.1075 we may support richer conditions later.1076 match case by name pattern1077 """1078 name: Optional[str] = None1079 area: Optional[str] = None1080 category: Optional[str] = None1081 priority: Optional[Union[int, List[int]]] = field(1082 default=None,1083 metadata=field_metadata(1084 validate=ListableValidator(int, validate.Range(min=0, max=4)),1085 allow_none=True,1086 ),1087 )1088 # tags is a simple way to include test cases within same topic.1089 tags: Optional[Union[str, List[str]]] = field(1090 default=None,1091 metadata=field_metadata(validate=ListableValidator(str), allow_none=True),1092 )1093 def __post_init__(self, *args: Any, **kwargs: Any) -> None:1094 strip_strs(self, ["name", "area", "category", "tags"])1095@dataclass_json()1096@dataclass1097class BaseTestCaseFilter(TypedSchema, ExtendableSchemaMixin, BaseClassMixin):1098 """1099 base test case filters for subclass factory1100 """1101 type: str = field(1102 default=constants.TESTCASE_TYPE_LISA,1103 )1104 # if it's false, current filter is ineffective.1105 enabled: bool = field(default=True)1106@dataclass_json()1107@dataclass1108class TestCase(BaseTestCaseFilter):1109 type: str = field(1110 default=constants.TESTCASE_TYPE_LISA,1111 metadata=field_metadata(1112 validate=validate.OneOf([constants.TESTCASE_TYPE_LISA]),1113 ),1114 )1115 name: str = ""1116 criteria: Optional[Criteria] = None1117 # specify use this rule to select or drop test cases. if it's forced include or1118 # exclude, it won't be effect by following select actions. And it fails if1119 # there are force rules conflict.1120 select_action: str = field(1121 default=constants.TESTCASE_SELECT_ACTION_INCLUDE,1122 metadata=config(1123 mm_field=fields.String(1124 validate=validate.OneOf(1125 [1126 # none means this action part doesn't include or exclude cases1127 constants.TESTCASE_SELECT_ACTION_NONE,1128 constants.TESTCASE_SELECT_ACTION_INCLUDE,1129 constants.TESTCASE_SELECT_ACTION_FORCE_INCLUDE,1130 constants.TESTCASE_SELECT_ACTION_EXCLUDE,1131 constants.TESTCASE_SELECT_ACTION_FORCE_EXCLUDE,1132 ]1133 )1134 ),1135 ),1136 )1137 # run this group of test cases several times1138 # default is 11139 times: int = field(1140 default=1,1141 metadata=field_metadata(1142 field_function=fields.Int, validate=validate.Range(min=1)1143 ),1144 )1145 # retry times if fails. Default is 0, not to retry.1146 retry: int = field(1147 default=0,1148 metadata=field_metadata(1149 field_function=fields.Int, validate=validate.Range(min=0)1150 ),1151 )1152 # each case with this rule will be run in a new environment.1153 use_new_environment: bool = False1154 # Once it's set, failed test result will be rewrite to success1155 # it uses to work around some cases temporarily, don't overuse it.1156 # default is false1157 ignore_failure: bool = False1158 # case should run on a specified environment1159 environment: str = ""1160 @classmethod1161 def type_name(cls) -> str:1162 return constants.TESTCASE_TYPE_LISA1163@dataclass_json()1164@dataclass1165class LegacyTestCase(BaseTestCaseFilter):1166 type: str = field(1167 default=constants.TESTCASE_TYPE_LEGACY,1168 metadata=field_metadata(1169 required=True,1170 validate=validate.OneOf([constants.TESTCASE_TYPE_LEGACY]),1171 ),1172 )1173 repo: str = "https://github.com/microsoft/lisa.git"1174 branch: str = "master"1175 command: str = ""1176 @classmethod1177 def type_name(cls) -> str:1178 return constants.TESTCASE_TYPE_LEGACY1179@dataclass_json()1180@dataclass1181class ConnectionInfo:1182 address: str = ""1183 port: int = field(1184 default=22,1185 metadata=field_metadata(1186 field_function=fields.Int, validate=validate.Range(min=1, max=65535)1187 ),1188 )1189 username: str = constants.DEFAULT_USER_NAME1190 password: Optional[str] = ""1191 private_key_file: Optional[str] = ""1192 def __post_init__(self, *args: Any, **kwargs: Any) -> None:1193 add_secret(self.username, PATTERN_HEADTAIL)1194 add_secret(self.password)1195 add_secret(self.private_key_file)1196 if not self.password and not self.private_key_file:1197 raise LisaException(1198 "at least one of password or private_key_file need to be set when "1199 "connecting"1200 )1201 elif not self.private_key_file:1202 # use password1203 # spurplus doesn't process empty string correctly, use None1204 self.private_key_file = None1205 else:1206 if not Path(self.private_key_file).exists():1207 raise FileNotFoundError(self.private_key_file)1208 self.password = None1209 if not self.username:1210 raise LisaException("username must be set")1211 def __str__(self) -> str:1212 return f"{self.username}@{self.address}:{self.port}"1213@dataclass_json()1214@dataclass1215class ProxyConnectionInfo(ConnectionInfo):1216 private_address: str = ""1217 private_port: int = field(1218 default=22,1219 metadata=field_metadata(1220 field_function=fields.Int, validate=validate.Range(min=1, max=65535)1221 ),1222 )1223@dataclass_json()1224@dataclass1225class Development:1226 enabled: bool = True1227 enable_trace: bool = False1228 mock_tcp_ping: bool = False1229 jump_boxes: List[ProxyConnectionInfo] = field(default_factory=list)1230@dataclass_json()1231@dataclass1232class Runbook:1233 # run name prefix to help grouping results and put it in title.1234 name: str = "not_named"1235 exit_with_failed_count: bool = True1236 test_project: str = ""1237 test_pass: str = ""1238 tags: Optional[List[str]] = None1239 concurrency: int = 11240 # minutes to wait for resource1241 wait_resource_timeout: float = 51242 include: Optional[List[Include]] = field(default=None)1243 extension: Optional[List[Union[str, Extension]]] = field(default=None)1244 variable: Optional[List[Variable]] = field(default=None)1245 transformer: Optional[List[Transformer]] = field(default=None)1246 combinator: Optional[Combinator] = field(default=None)1247 environment: Optional[EnvironmentRoot] = field(default=None)1248 notifier: Optional[List[Notifier]] = field(default=None)1249 platform: List[Platform] = field(default_factory=list)1250 # will be parsed in runner.1251 testcase_raw: List[Any] = field(1252 default_factory=list, metadata=field_metadata(data_key=constants.TESTCASE)1253 )1254 dev: Optional[Development] = field(default=None)1255 def __post_init__(self, *args: Any, **kwargs: Any) -> None:1256 if not self.platform:1257 self.platform = [Platform(type=constants.PLATFORM_READY)]1258 if not self.testcase_raw:1259 self.testcase_raw = [1260 {1261 constants.TESTCASE_CRITERIA: {1262 constants.TESTCASE_CRITERIA_AREA: "demo"1263 }1264 }1265 ]1266 self.testcase: List[Any] = []1267def load_by_type(schema_type: Type[T], raw_runbook: Any, many: bool = False) -> T:1268 """1269 Convert dict, list or base typed schema to specified typed schema.1270 """1271 if type(raw_runbook) == schema_type:1272 return raw_runbook1273 if not isinstance(raw_runbook, dict) and not many:1274 raw_runbook = raw_runbook.to_dict()1275 result: T = schema_type.schema().load(raw_runbook, many=many) # type: ignore1276 return result1277def load_by_type_many(schema_type: Type[T], raw_runbook: Any) -> List[T]:1278 """1279 Convert raw list to list of typed schema. It has different returned type1280 with load_by_type.1281 """1282 result = load_by_type(schema_type, raw_runbook=raw_runbook, many=True)...
search_space.py
Source:search_space.py
...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)}"...
nvme.py
Source:nvme.py
1# Copyright (c) Microsoft Corporation.2# Licensed under the MIT license.3import re4from dataclasses import dataclass, field5from typing import Any, List, Type6from dataclasses_json import dataclass_json7from lisa import schema, search_space8from lisa.feature import Feature9from lisa.schema import FeatureSettings10from lisa.tools import Lspci, Nvmecli11from lisa.tools.lspci import PciDevice12from lisa.util import field_metadata13class Nvme(Feature):14 # crw------- 1 root root 251, 0 Jun 21 03:08 /dev/nvme015 _device_pattern = re.compile(r".*(?P<device_name>/dev/nvme[0-9]$)", re.MULTILINE)16 # brw-rw---- 1 root disk 259, 0 Jun 21 03:08 /dev/nvme0n117 _namespace_pattern = re.compile(18 r".*(?P<namespace>/dev/nvme[0-9]n[0-9]$)", re.MULTILINE19 )20 # '/dev/nvme0n1 351f1f720e5a00000001 Microsoft NVMe Direct Disk 1 0.00 B / 1.92 TB 512 B + 0 B NVMDV001' # noqa: E50121 _namespace_cli_pattern = re.compile(22 r"(?P<namespace>/dev/nvme[0-9]n[0-9])", re.MULTILINE23 )24 _pci_device_name = "Non-Volatile memory controller"25 _ls_devices: str = ""26 @classmethod27 def settings_type(cls) -> Type[schema.FeatureSettings]:28 return NvmeSettings29 @classmethod30 def can_disable(cls) -> bool:31 return True32 def enabled(self) -> bool:33 return True34 def get_devices(self) -> List[str]:35 devices_list = []36 self._get_device_from_ls()37 for row in self._ls_devices.splitlines():38 matched_result = self._device_pattern.match(row)39 if matched_result:40 devices_list.append(matched_result.group("device_name"))41 return devices_list42 def get_namespaces(self) -> List[str]:43 namespaces = []44 self._get_device_from_ls()45 for row in self._ls_devices.splitlines():46 matched_result = self._namespace_pattern.match(row)47 if matched_result:48 namespaces.append(matched_result.group("namespace"))49 return namespaces50 def get_namespaces_from_cli(self) -> List[str]:51 namespaces_cli = []52 nvme_cli = self._node.tools[Nvmecli]53 nvme_list = nvme_cli.run("list", shell=True, sudo=True)54 for row in nvme_list.stdout.splitlines():55 matched_result = self._namespace_cli_pattern.match(row)56 if matched_result:57 namespaces_cli.append(matched_result.group("namespace"))58 return namespaces_cli59 def get_devices_from_lspci(self) -> List[PciDevice]:60 devices_from_lspci = []61 lspci_tool = self._node.tools[Lspci]62 device_list = lspci_tool.get_devices()63 devices_from_lspci = [64 x for x in device_list if self._pci_device_name == x.device_class65 ]66 return devices_from_lspci67 def get_raw_data_disks(self) -> List[str]:68 return self.get_namespaces()69 def _get_device_from_ls(self, force_run: bool = False) -> None:70 if (not self._ls_devices) or force_run:71 execute_results = self._node.execute(72 "ls -l /dev/nvme*", shell=True, sudo=True73 )74 self._ls_devices = execute_results.stdout75@dataclass_json()76@dataclass()77class NvmeSettings(FeatureSettings):78 type: str = "Nvme"79 disk_count: search_space.CountSpace = field(80 default=search_space.IntRange(min=0),81 metadata=field_metadata(decoder=search_space.decode_count_space),82 )83 def __eq__(self, o: object) -> bool:84 assert isinstance(o, NvmeSettings), f"actual: {type(o)}"85 return self.type == o.type and self.disk_count == o.disk_count86 def __repr__(self) -> str:87 return f"disk_count:{self.disk_count}"88 def __str__(self) -> str:89 return self.__repr__()90 def __hash__(self) -> int:91 return super().__hash__()92 def _get_key(self) -> str:93 return f"{super()._get_key()}/{self.disk_count}"94 def check(self, capability: Any) -> search_space.ResultReason:95 assert isinstance(capability, NvmeSettings), f"actual: {type(capability)}"96 result = super().check(capability)97 result.merge(98 search_space.check_countspace(self.disk_count, capability.disk_count),99 "disk_count",100 )101 return result102 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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