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devicehub-teal/ereuse_devicehub/parser/computer.py
Santiago L de23503f42 Drop numpy dependency: use math.hypot
Refactor code to adapt types: `numpy.hypot` supports pint units but
`math.hypot` expects float. It keeps behaviour because units are
not stored on database
2022-03-30 15:29:12 +02:00

447 lines
16 KiB
Python

import json
import re
from contextlib import suppress
from datetime import datetime
from fractions import Fraction
from math import hypot
from typing import Iterator, List, Optional, Type, TypeVar
import dateutil.parser
from ereuse_utils import getter as g
from ereuse_utils import text
from ereuse_utils.nested_lookup import (
get_nested_dicts_with_key_containing_value,
get_nested_dicts_with_key_value,
)
from ereuse_devicehub.parser import base2, unit, utils
from ereuse_devicehub.parser.utils import Dumpeable
class Device(Dumpeable):
"""
Base class for a computer and each component, containing
its physical characteristics (like serial number) and Devicehub
actions. For Devicehub actions, this class has an interface to execute
:meth:`.benchmarks`.
"""
def __init__(self, *sources) -> None:
"""Gets the device information."""
self.actions = set()
self.type = self.__class__.__name__
super().__init__()
def from_lshw(self, lshw_node: dict):
self.manufacturer = g.dict(lshw_node, 'vendor', default=None, type=str)
self.model = g.dict(
lshw_node,
'product',
remove={self.manufacturer} if self.manufacturer else set(),
default=None,
type=str,
)
self.serial_number = g.dict(lshw_node, 'serial', default=None, type=str)
def __str__(self) -> str:
return ' '.join(x for x in (self.model, self.serial_number) if x)
C = TypeVar('C', bound='Component')
class Component(Device):
@classmethod
def new(cls, lshw, hwinfo, **kwargs) -> Iterator[C]:
raise NotImplementedError()
class Processor(Component):
@classmethod
def new(cls, lshw: dict, **kwargs) -> Iterator[C]:
nodes = get_nested_dicts_with_key_value(lshw, 'class', 'processor')
# We want only the physical cpu's, not the logic ones
# In some cases we may get empty cpu nodes, we can detect them because
# all regular cpus have at least a description (Intel Core i5...)
return (
cls(node)
for node in nodes
if 'logical' not in node['id']
and node.get('description', '').lower() != 'co-processor'
and not node.get('disabled')
and 'co-processor' not in node.get('model', '').lower()
and 'co-processor' not in node.get('description', '').lower()
and 'width' in node
)
def __init__(self, node: dict) -> None:
super().__init__(node)
self.from_lshw(node)
self.speed = unit.Quantity(node['size'], node['units']).to('gigahertz').m
self.address = node['width']
try:
self.cores = int(node['configuration']['cores'])
self.threads = int(node['configuration']['threads'])
except KeyError:
self.threads = 1
self.cores = 1
self.serial_number = None # Processors don't have valid SN :-(
self.brand, self.generation = self.processor_brand_generation(self.model)
assert not hasattr(self, 'cores') or 1 <= self.cores <= 16
@staticmethod # noqa: C901
def processor_brand_generation(model: str):
"""Generates the ``brand`` and ``generation`` fields for the given model.
This returns a tuple with:
- The brand as a string or None.
- The generation as an int or None.
Intel desktop processor numbers:
https://www.intel.com/content/www/us/en/processors/processor-numbers.html
Intel server processor numbers:
https://www.intel.com/content/www/us/en/processors/processor-numbers-data-center.html
"""
if 'Duo' in model:
return 'Core2 Duo', None
if 'Quad' in model:
return 'Core2 Quad', None
if 'Atom' in model:
return 'Atom', None
if 'Celeron' in model:
return 'Celeron', None
if 'Pentium' in model:
return 'Pentium', None
if 'Xeon Platinum' in model:
generation = int(re.findall(r'\bPlatinum \d{4}\w', model)[0][10])
return 'Xeon Platinum', generation
if 'Xeon Gold' in model:
generation = int(re.findall(r'\bGold \d{4}\w', model)[0][6])
return 'Xeon Gold', generation
if 'Xeon' in model: # Xeon E5...
generation = 1
results = re.findall(r'\bV\d\b', model) # find V1, V2...
if results:
generation = int(results[0][1])
return 'Xeon', generation
results = re.findall(r'\bi\d-\w+', model) # i3-XXX..., i5-XXX...
if results: # i3, i5...
return 'Core i{}'.format(results[0][1]), int(results[0][3])
results = re.findall(r'\bi\d CPU \w+', model)
if results: # i3 CPU XXX
return 'Core i{}'.format(results[0][1]), 1
results = re.findall(r'\bm\d-\w+', model) # m3-XXXX...
if results:
return 'Core m{}'.format(results[0][1]), None
return None, None
def __str__(self) -> str:
return super().__str__() + (
' ({} generation)'.format(self.generation) if self.generation else ''
)
class RamModule(Component):
@classmethod
def new(cls, lshw, **kwargs) -> Iterator[C]:
# We can get flash memory (BIOS?), system memory and unknown types of memory
memories = get_nested_dicts_with_key_value(lshw, 'class', 'memory')
TYPES = {'ddr', 'sdram', 'sodimm'}
for memory in memories:
physical_ram = any(
t in memory.get('description', '').lower() for t in TYPES
)
not_empty = 'size' in memory
if physical_ram and not_empty:
yield cls(memory)
def __init__(self, node: dict) -> None:
# Node with no size == empty ram slot
super().__init__(node)
self.from_lshw(node)
description = node['description'].upper()
self.format = 'SODIMM' if 'SODIMM' in description else 'DIMM'
self.size = base2.Quantity(node['size'], node['units']).to('MiB').m
# self.size = int(utils.convert_capacity(node['size'], node['units'], 'MB'))
for w in description.split():
if w.startswith('DDR'): # We assume all DDR are SDRAM
self.interface = w
break
elif w.startswith('SDRAM'):
# Fallback. SDRAM is generic denomination for DDR types.
self.interface = w
if 'clock' in node:
self.speed = unit.Quantity(node['clock'], 'Hz').to('MHz').m
assert not hasattr(self, 'speed') or 100.0 <= self.speed <= 1000000000000.0
def __str__(self) -> str:
return '{} {} {}'.format(super().__str__(), self.format, self.size)
class GraphicCard(Component):
@classmethod
def new(cls, lshw, hwinfo, **kwargs) -> Iterator[C]:
nodes = get_nested_dicts_with_key_value(lshw, 'class', 'display')
return (cls(n) for n in nodes if n['configuration'].get('driver', None))
def __init__(self, node: dict) -> None:
super().__init__(node)
self.from_lshw(node)
self.memory = self._memory(node['businfo'].split('@')[1])
@staticmethod
def _memory(bus_info):
"""The size of the memory of the gpu."""
return None
def __str__(self) -> str:
return '{} with {}'.format(super().__str__(), self.memory)
class Motherboard(Component):
INTERFACES = 'usb', 'firewire', 'serial', 'pcmcia'
@classmethod
def new(cls, lshw, hwinfo, **kwargs) -> C:
node = next(get_nested_dicts_with_key_value(lshw, 'description', 'Motherboard'))
bios_node = next(get_nested_dicts_with_key_value(lshw, 'id', 'firmware'))
# bios_node = '1'
memory_array = next(
g.indents(hwinfo, 'Physical Memory Array', indent=' '), None
)
return cls(node, bios_node, memory_array)
def __init__(
self, node: dict, bios_node: dict, memory_array: Optional[List[str]]
) -> None:
super().__init__(node)
self.from_lshw(node)
self.usb = self.num_interfaces(node, 'usb')
self.firewire = self.num_interfaces(node, 'firewire')
self.serial = self.num_interfaces(node, 'serial')
self.pcmcia = self.num_interfaces(node, 'pcmcia')
self.slots = int(2)
# run(
# 'dmidecode -t 17 | ' 'grep -o BANK | ' 'wc -l',
# check=True,
# universal_newlines=True,
# shell=True,
# stdout=PIPE,
# ).stdout
self.bios_date = dateutil.parser.parse(bios_node['date']).isoformat()
self.version = bios_node['version']
self.ram_slots = self.ram_max_size = None
if memory_array:
self.ram_slots = g.kv(memory_array, 'Slots', default=None)
self.ram_max_size = g.kv(memory_array, 'Max. Size', default=None)
if self.ram_max_size:
self.ram_max_size = next(text.numbers(self.ram_max_size))
@staticmethod
def num_interfaces(node: dict, interface: str) -> int:
interfaces = get_nested_dicts_with_key_containing_value(node, 'id', interface)
if interface == 'usb':
interfaces = (
c
for c in interfaces
if 'usbhost' not in c['id'] and 'usb' not in c['businfo']
)
return len(tuple(interfaces))
def __str__(self) -> str:
return super().__str__()
class NetworkAdapter(Component):
@classmethod
def new(cls, lshw, hwinfo, **kwargs) -> Iterator[C]:
nodes = get_nested_dicts_with_key_value(lshw, 'class', 'network')
return (cls(node) for node in nodes)
def __init__(self, node: dict) -> None:
super().__init__(node)
self.from_lshw(node)
self.speed = None
if 'capacity' in node:
self.speed = unit.Quantity(node['capacity'], 'bit/s').to('Mbit/s').m
if 'logicalname' in node: # todo this was taken from 'self'?
# If we don't have logicalname it means we don't have the
# (proprietary) drivers fot that NetworkAdaptor
# which means we can't access at the MAC address
# (note that S/N == MAC) "sudo /sbin/lspci -vv" could bring
# the MAC even if no drivers are installed however more work
# has to be done in ensuring it is reliable, really needed,
# and to parse it
# https://www.redhat.com/archives/redhat-list/2010-October/msg00066.html
# workbench-live includes proprietary firmwares
self.serial_number = self.serial_number or utils.get_hw_addr(
node['logicalname']
)
self.variant = node.get('version', None)
self.wireless = bool(node.get('configuration', {}).get('wireless', False))
def __str__(self) -> str:
return '{} {} {}'.format(
super().__str__(), self.speed, 'wireless' if self.wireless else 'ethernet'
)
class SoundCard(Component):
@classmethod
def new(cls, lshw, hwinfo, **kwargs) -> Iterator[C]:
nodes = get_nested_dicts_with_key_value(lshw, 'class', 'multimedia')
return (cls(node) for node in nodes)
def __init__(self, node) -> None:
super().__init__(node)
self.from_lshw(node)
class Display(Component):
TECHS = 'CRT', 'TFT', 'LED', 'PDP', 'LCD', 'OLED', 'AMOLED'
"""Display technologies"""
@classmethod
def new(cls, lshw, hwinfo, **kwargs) -> Iterator[C]:
for node in g.indents(hwinfo, 'Monitor'):
yield cls(node)
def __init__(self, node: dict) -> None:
super().__init__(node)
self.model = g.kv(node, 'Model')
self.manufacturer = g.kv(node, 'Vendor')
self.serial_number = g.kv(node, 'Serial ID', default=None, type=str)
self.resolution_width, self.resolution_height, refresh_rate = text.numbers(
g.kv(node, 'Resolution')
)
self.refresh_rate = unit.Quantity(refresh_rate, 'Hz').m
with suppress(StopIteration):
# some monitors can have several resolutions, and the one
# in "Detailed Timings" seems the highest one
timings = next(g.indents(node, 'Detailed Timings', indent=' '))
self.resolution_width, self.resolution_height = text.numbers(
g.kv(timings, 'Resolution')
)
x, y = (
unit.convert(v, 'millimeter', 'inch')
for v in text.numbers(g.kv(node, 'Size'))
)
self.size = hypot(x, y)
self.technology = next((t for t in self.TECHS if t in node[0]), None)
d = '{} {} 0'.format(
g.kv(node, 'Year of Manufacture'), g.kv(node, 'Week of Manufacture')
)
# We assume it has been produced the first day of such week
self.production_date = datetime.strptime(d, '%Y %W %w').isoformat()
self._aspect_ratio = Fraction(self.resolution_width, self.resolution_height)
def __str__(self) -> str:
return (
'{0} {1.resolution_width}x{1.resolution_height} {1.size} inches {2}'.format(
super().__str__(), self, self._aspect_ratio
)
)
class Computer(Device):
CHASSIS_TYPE = {
'Desktop': {
'desktop',
'low-profile',
'tower',
'docking',
'all-in-one',
'pizzabox',
'mini-tower',
'space-saving',
'lunchbox',
'mini',
'stick',
},
'Laptop': {
'portable',
'laptop',
'convertible',
'tablet',
'detachable',
'notebook',
'handheld',
'sub-notebook',
},
'Server': {'server'},
'Computer': {'_virtual'},
}
"""
A translation dictionary whose keys are Devicehub types and values
are possible chassis values that `dmi <https://ezix.org/src/pkg/
lshw/src/master/src/core/dmi.cc#L632>`_ can offer.
"""
CHASSIS_DH = {
'Tower': {'desktop', 'low-profile', 'tower', 'server'},
'Docking': {'docking'},
'AllInOne': {'all-in-one'},
'Microtower': {'mini-tower', 'space-saving', 'mini'},
'PizzaBox': {'pizzabox'},
'Lunchbox': {'lunchbox'},
'Stick': {'stick'},
'Netbook': {'notebook', 'sub-notebook'},
'Handheld': {'handheld'},
'Laptop': {'portable', 'laptop'},
'Convertible': {'convertible'},
'Detachable': {'detachable'},
'Tablet': {'tablet'},
'Virtual': {'_virtual'},
}
"""
A conversion table from DMI's chassis type value Devicehub
chassis value.
"""
COMPONENTS = list(Component.__subclasses__()) # type: List[Type[Component]]
COMPONENTS.remove(Motherboard)
def __init__(self, node: dict) -> None:
super().__init__(node)
self.from_lshw(node)
chassis = node.get('configuration', {}).get('chassis', '_virtual')
self.type = next(
t for t, values in self.CHASSIS_TYPE.items() if chassis in values
)
self.chassis = next(
t for t, values in self.CHASSIS_DH.items() if chassis in values
)
self.sku = g.dict(node, ('configuration', 'sku'), default=None, type=str)
self.version = g.dict(node, 'version', default=None, type=str)
self._ram = None
@classmethod
def run(cls, lshw_raw, hwinfo_raw):
"""
Gets hardware information from the computer and its components,
like serial numbers or model names, and benchmarks them.
This function uses ``LSHW`` as the main source of hardware information,
which is obtained once when it is instantiated.
"""
lshw = json.loads(lshw_raw)
hwinfo = hwinfo_raw.splitlines()
computer = cls(lshw)
components = []
for Component in cls.COMPONENTS:
if Component == Display and computer.type != 'Laptop':
continue # Only get display info when computer is laptop
components.extend(Component.new(lshw=lshw, hwinfo=hwinfo))
components.append(Motherboard.new(lshw, hwinfo))
computer._ram = sum(
ram.size for ram in components if isinstance(ram, RamModule)
)
return computer, components
def __str__(self) -> str:
specs = super().__str__()
return '{} with {} MB of RAM.'.format(specs, self._ram)