Most magic methods aren't designed to work with async def
/await
- in general, you should only be using await
inside the dedicated asynchronous magic methods - __aiter__
, __anext__
, __aenter__
, and __aexit__
. Using it inside other magic methods either won't work at all, as is the case with __init__
(unless you use some tricks described in other answers here), or will force you to always use whatever triggers the magic method call in an asynchronous context.
Existing asyncio
libraries tend to deal with this in one of two ways: First, I've seen the factory pattern used (asyncio-redis
, for example):
import asyncio
dsn = "..."
class Foo(object):
@classmethod
async def create(cls, settings):
self = Foo()
self.settings = settings
self.pool = await create_pool(dsn)
return self
async def main(settings):
settings = "..."
foo = await Foo.create(settings)
Other libraries use a top-level coroutine function that creates the object, rather than a factory method:
import asyncio
dsn = "..."
async def create_foo(settings):
foo = Foo(settings)
await foo._init()
return foo
class Foo(object):
def __init__(self, settings):
self.settings = settings
async def _init(self):
self.pool = await create_pool(dsn)
async def main():
settings = "..."
foo = await create_foo(settings)
The create_pool
function from aiopg
that you want to call in __init__
is actually using this exact pattern.
This at least addresses the __init__
issue. I haven't seen class variables that make asynchronous calls in the wild that I can recall, so I don't know that any well-established patterns have emerged.
Another way to do this, for funsies:
class aobject(object):
"""Inheriting this class allows you to define an async __init__.
So you can create objects by doing something like `await MyClass(params)`
"""
async def __new__(cls, *a, **kw):
instance = super().__new__(cls)
await instance.__init__(*a, **kw)
return instance
async def __init__(self):
pass
#With non async super classes
class A:
def __init__(self):
self.a = 1
class B(A):
def __init__(self):
self.b = 2
super().__init__()
class C(B, aobject):
async def __init__(self):
super().__init__()
self.c=3
#With async super classes
class D(aobject):
async def __init__(self, a):
self.a = a
class E(D):
async def __init__(self):
self.b = 2
await super().__init__(1)
# Overriding __new__
class F(aobject):
async def __new__(cls):
print(cls)
return await super().__new__(cls)
async def __init__(self):
await asyncio.sleep(1)
self.f = 6
async def main():
e = await E()
print(e.b) # 2
print(e.a) # 1
c = await C()
print(c.a) # 1
print(c.b) # 2
print(c.c) # 3
f = await F() # Prints F class
print(f.f) # 6
import asyncio
loop = asyncio.get_event_loop()
loop.run_until_complete(main())
I would recommend a separate factory method. It's safe and straightforward. However, if you insist on a async
version of __init__()
, here's an example:
def asyncinit(cls):
__new__ = cls.__new__
async def init(obj, *arg, **kwarg):
await obj.__init__(*arg, **kwarg)
return obj
def new(cls, *arg, **kwarg):
obj = __new__(cls, *arg, **kwarg)
coro = init(obj, *arg, **kwarg)
#coro.__init__ = lambda *_1, **_2: None
return coro
cls.__new__ = new
return cls
Usage:
@asyncinit
class Foo(object):
def __new__(cls):
'''Do nothing. Just for test purpose.'''
print(cls)
return super().__new__(cls)
async def __init__(self):
self.initialized = True
async def f():
print((await Foo()).initialized)
loop = asyncio.get_event_loop()
loop.run_until_complete(f())
Output:
<class '__main__.Foo'>
True
Explanation:
Your class construction must return a coroutine
object instead of its own instance.
Better yet you can do something like this, which is very easy:
import asyncio
class Foo:
def __init__(self, settings):
self.settings = settings
async def async_init(self):
await create_pool(dsn)
def __await__(self):
return self.async_init().__await__()
loop = asyncio.get_event_loop()
foo = loop.run_until_complete(Foo(settings))
Basically what happens here is __init__()
gets called first as usual. Then __await__()
gets called which then awaits async_init()
.
[Almost] canonical answer by @ojii
@dataclass
class Foo:
settings: Settings
pool: Pool
@classmethod
async def create(cls, settings: Settings, dsn):
return cls(settings, await create_pool(dsn))
I would like to show a much easier way of initiating coroutine based method within the __init__
method.
import asyncio
class Foo(object):
def __init__(self, settings):
self.settings = settings
loop = asyncio.get_event_loop()
self.pool = loop.run_until_complete(create_pool(dsn))
foo = Foo(settings)
Important point to be noted is:
__init__
it will be a good fit.await foo.pool.get(value)
await
call you will get RuntimeError: This event loop is already running
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