Best Python code snippet using lisa_python
features.py
Source:features.py
...462 super()._initialize(*args, **kwargs)463 self._initialize_information(self._node)464 self._is_nvidia = True465 @classmethod466 def _install_by_platform(cls, *args: Any, **kwargs: Any) -> None:467 template: Any = kwargs.get("template")468 environment = cast(Environment, kwargs.get("environment"))469 log = cast(Logger, kwargs.get("log"))470 log.debug("updating arm template to support GPU extension.")471 resources = template["resources"]472 # load a copy to avoid side effect.473 gpu_template = json.loads(cls._gpu_extension_template)474 node: Node = environment.nodes[0]475 runbook = node.capability.get_extended_runbook(AzureNodeSchema)476 if re.match(cls._amd_supported_skus, runbook.vm_size):477 # skip AMD, because no AMD GPU Linux extension.478 ...479 else:480 gpu_template["properties"] = cls._gpu_extension_nvidia_properties...
gpu.py
Source:gpu.py
...72 """73 settings = cast(GpuSettings, kwargs.get("settings"))74 # default to install by platform, unless it's specified to skip.75 if (settings.is_enabled) and settings.install_by_platform:76 cls._install_by_platform(*args, **kwargs)77 @classmethod78 def remove_virtual_gpus(cls, devices: List[PciDevice]) -> List[PciDevice]:79 return [x for x in devices if x.vendor != "Microsoft Corporation"]80 def enabled(self) -> bool:81 return True82 def is_supported(self) -> bool:83 raise NotImplementedError84 def is_module_loaded(self) -> bool:85 lsmod_tool = self._node.tools[Lsmod]86 if (len(self.gpu_vendor) > 0) and all(87 lsmod_tool.module_exists(vendor) for vendor in self.gpu_vendor88 ):89 return True90 return False91 def install_compute_sdk(self, version: str = "") -> None:92 # install GPU dependencies before installing driver93 self._install_gpu_dep()94 try:95 # install LIS driver if required and not already installed.96 self._node.tools[LisDriver]97 except Exception as identifier:98 self._log.debug(99 f"LisDriver is not installed. It might not be required. {identifier}"100 )101 # install the driver102 supported_driver = self.get_supported_driver()103 for driver in supported_driver:104 if driver == ComputeSDK.GRID:105 if not version:106 version = DEFAULT_GRID_DRIVER_URL107 self._install_grid_driver(version)108 self.gpu_vendor.add("nvidia")109 elif driver == ComputeSDK.CUDA:110 if not version:111 version = DEFAULT_CUDA_DRIVER_VERSION112 self._install_cuda_driver(version)113 self.gpu_vendor.add("nvidia")114 else:115 raise LisaException(f"{driver} is not a valid value of ComputeSDK")116 if not self.gpu_vendor:117 raise LisaException("No supported gpu driver/vendor found for this node.")118 def get_gpu_count_with_lsvmbus(self) -> int:119 lsvmbus_device_count = 0120 bridge_device_count = 0121 lsvmbus_tool = self._node.tools[Lsvmbus]122 device_list = lsvmbus_tool.get_device_channels()123 for device in device_list:124 for name, id, bridge_count in NvidiaSmi.gpu_devices:125 if id in device.device_id:126 lsvmbus_device_count += 1127 bridge_device_count = bridge_count128 self._log.debug(f"GPU device {name} found!")129 break130 return lsvmbus_device_count - bridge_device_count131 def get_gpu_count_with_lspci(self) -> int:132 lspci_tool = self._node.tools[Lspci]133 device_list = lspci_tool.get_devices_by_type(134 constants.DEVICE_TYPE_GPU, force_run=True135 )136 # Remove Microsoft Virtual one. It presents with GRID driver.137 device_list = self.remove_virtual_gpus(device_list)138 return len(device_list)139 def get_gpu_count_with_vendor_cmd(self) -> int:140 nvidiasmi = self._node.tools[NvidiaSmi]141 return nvidiasmi.get_gpu_count()142 def get_supported_driver(self) -> List[ComputeSDK]:143 raise NotImplementedError()144 def _initialize(self, *args: Any, **kwargs: Any) -> None:145 self.gpu_vendor: Set[str] = set()146 @classmethod147 def _install_by_platform(cls, *args: Any, **kwargs: Any) -> None:148 raise NotImplementedError()149 # download and install NVIDIA grid driver150 def _install_grid_driver(self, driver_url: str) -> None:151 self._log.debug("Starting GRID driver installation")152 # download and install the NVIDIA GRID driver153 wget_tool = self._node.tools[Wget]154 grid_file_path = wget_tool.get(155 driver_url,156 str(self._node.working_path),157 "NVIDIA-Linux-x86_64-grid.run",158 executable=True,159 )160 result = self._node.execute(161 f"{grid_file_path} --no-nouveau-check --silent --no-cc-version-check"...
Learn to execute automation testing from scratch with LambdaTest Learning Hub. Right from setting up the prerequisites to run your first automation test, to following best practices and diving deeper into advanced test scenarios. LambdaTest Learning Hubs compile a list of step-by-step guides to help you be proficient with different test automation frameworks i.e. Selenium, Cypress, TestNG etc.
You could also refer to video tutorials over LambdaTest YouTube channel to get step by step demonstration from industry experts.
Get 100 minutes of automation test minutes FREE!!