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utils/asyn: Add memoize_method() decorator
Add a memoize_method decorator that works for async methods. It will not leak memory since the memoization cache is held in the instance __dict__, and it does not rely on hacks to hash unhashable data.
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@ -59,6 +59,7 @@ class CpufreqModule(Module):
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self._governor_tunables = {}
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@asyn.asyncf
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@asyn.memoized_method
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async def list_governors(self, cpu):
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"""Returns a list of governors supported by the cpu."""
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if isinstance(cpu, int):
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@ -293,6 +294,7 @@ class CpufreqModule(Module):
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raise TargetStableError(message)
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@asyn.asyncf
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@asyn.memoized_method
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async def list_frequencies(self, cpu):
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"""Returns a sorted list of frequencies supported by the cpu or an empty list
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if not could be found."""
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@ -25,6 +25,7 @@ import itertools
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import contextlib
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import pathlib
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import os.path
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import inspect
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# Allow nesting asyncio loops, which is necessary for:
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# * Being able to call the blocking variant of a function from an async
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@ -211,6 +212,86 @@ class _AsyncPolymorphicFunction:
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return getattr(self.asyn, attr)
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class memoized_method:
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"""
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Decorator to memmoize a method.
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It works for:
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* async methods (coroutine functions)
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* non-async methods
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* method already decorated with :func:`devlib.asyn.asyncf`.
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.. note:: This decorator does not rely on hacks to hash unhashable data. If
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such input is required, it will either have to be coerced to a hashable
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first (e.g. converting a list to a tuple), or the code of
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:func:`devlib.asyn.memoized_method` will have to be updated to do so.
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"""
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def __init__(self, f):
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memo = self
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sig = inspect.signature(f)
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def bind(self, *args, **kwargs):
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bound = sig.bind(self, *args, **kwargs)
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bound.apply_defaults()
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key = (bound.args[1:], tuple(sorted(bound.kwargs.items())))
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return (key, bound.args, bound.kwargs)
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def get_cache(self):
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try:
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cache = self.__dict__[memo.name]
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except KeyError:
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cache = {}
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self.__dict__[memo.name] = cache
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return cache
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if inspect.iscoroutinefunction(f):
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@functools.wraps(f)
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async def wrapper(self, *args, **kwargs):
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cache = get_cache(self)
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key, args, kwargs = bind(self, *args, **kwargs)
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try:
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return cache[key]
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except KeyError:
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x = await f(*args, **kwargs)
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cache[key] = x
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return x
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else:
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@functools.wraps(f)
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def wrapper(self, *args, **kwargs):
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cache = get_cache(self)
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key, args, kwargs = bind(self, *args, **kwargs)
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try:
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return cache[key]
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except KeyError:
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x = f(*args, **kwargs)
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cache[key] = x
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return x
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self.f = wrapper
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self._name = f.__name__
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@property
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def name(self):
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return '__memoization_cache_of_' + self._name
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def __call__(self, *args, **kwargs):
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return self.f(*args, **kwargs)
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def __get__(self, obj, owner=None):
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return self.f.__get__(obj, owner)
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def __set__(self, obj, value):
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raise RuntimeError("Cannot monkey-patch a memoized function")
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def __set_name__(self, owner, name):
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self.name = name
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def asyncf(f):
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"""
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Decorator used to turn a coroutine into a blocking function, with an
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