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Actor state via messages #190
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9fae34a
Add our version of the std lib's "worker pool"
goodboy da27d96
Make new paralellism example space
goodboy f715a0c
Remove use of tractor.run()
goodboy a10c4b1
Yield results on demand using a mem chan
goodboy dae154e
More comments
goodboy 582eda4
Add concise readme example
goodboy 47651ea
Contain the error
goodboy 5db737d
Run parallel examples
goodboy 2ed071c
Add `aclosing()` around asyn gen loop
goodboy 5da86a0
Ignore type checks on stdlib overrides
goodboy ce61230
Fix more stdlib typing issues with latest mypy
goodboy 7f8c5cd
Add an actor "state mutation" via messages example
goodboy 47d7b60
Use a global dataclass instead, cuz we like "objects"?
goodboy 70c7e09
Add class style "actors" example with client proxy API
goodboy 4a4a786
Add a super basic supervisor/restart example
goodboy f1acbd9
Stash the type string from remote errors
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,64 @@ | ||
| from itertools import cycle | ||
| from pprint import pformat | ||
| from dataclasses import dataclass, field | ||
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| import trio | ||
| import tractor | ||
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| @dataclass | ||
| class MyProcessStateThing: | ||
| state: dict = field(default_factory=dict) | ||
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| def update(self, msg: dict): | ||
| self.state.update(msg) | ||
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| _actor_state = MyProcessStateThing() | ||
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| async def update_local_state(msg: dict): | ||
| """Update process-local state from sent message and exit. | ||
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| """ | ||
| actor = tractor.current_actor() | ||
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| global _actor_state | ||
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| print(f'Yo we got a message {msg}') | ||
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| # update the "actor state" | ||
| _actor_state.update(msg) | ||
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| print(f'New local "state" for {actor.uid} is {pformat(_actor_state.state)}') | ||
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| # we're done so exit this task running in the subactor | ||
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| async def main(): | ||
| # Main process/thread that spawns one sub-actor and sends messages | ||
| # to it to update it's state. | ||
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| actor_portals = [] | ||
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| # XXX: that subactor can **not** outlive it's parent, this is SC. | ||
| async with tractor.open_nursery() as tn: | ||
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| portal = await tn.start_actor('even_boy', enable_modules=[__name__]) | ||
| actor_portals.append(portal) | ||
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| portal = await tn.start_actor('odd_boy', enable_modules=[__name__]) | ||
| actor_portals.append(portal) | ||
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| for i, (count, portal) in enumerate( | ||
| zip(range(100), cycle(actor_portals)) | ||
| ): | ||
| await portal.run(update_local_state, msg={f'msg_{i}': count}) | ||
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| # blocks here indefinitely synce we spawned "daemon actors" using | ||
| # .start_actor()`, you'll need to control-c to cancel. | ||
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| if __name__ == '__main__': | ||
| trio.run(main) | ||
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,119 @@ | ||
| """ | ||
| Demonstration of the prime number detector example from the | ||
| ``concurrent.futures`` docs: | ||
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| https://docs.python.org/3/library/concurrent.futures.html#processpoolexecutor-example | ||
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| This uses no extra threads, fancy semaphores or futures; all we need | ||
| is ``tractor``'s channels. | ||
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| """ | ||
| from contextlib import asynccontextmanager | ||
| from typing import List, Callable | ||
| import itertools | ||
| import math | ||
| import time | ||
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| import tractor | ||
| import trio | ||
| from async_generator import aclosing | ||
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| PRIMES = [ | ||
| 112272535095293, | ||
| 112582705942171, | ||
| 112272535095293, | ||
| 115280095190773, | ||
| 115797848077099, | ||
| 1099726899285419, | ||
| ] | ||
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| def is_prime(n): | ||
| if n < 2: | ||
| return False | ||
| if n == 2: | ||
| return True | ||
| if n % 2 == 0: | ||
| return False | ||
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| sqrt_n = int(math.floor(math.sqrt(n))) | ||
| for i in range(3, sqrt_n + 1, 2): | ||
| if n % i == 0: | ||
| return False | ||
| return True | ||
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| @asynccontextmanager | ||
| async def worker_pool(workers=4): | ||
| """Though it's a trivial special case for ``tractor``, the well | ||
| known "worker pool" seems to be the defacto "but, I want this | ||
| process pattern!" for most parallelism pilgrims. | ||
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| Yes, the workers stay alive (and ready for work) until you close | ||
| the context. | ||
| """ | ||
| async with tractor.open_nursery() as tn: | ||
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| portals = [] | ||
| snd_chan, recv_chan = trio.open_memory_channel(len(PRIMES)) | ||
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| for i in range(workers): | ||
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| # this starts a new sub-actor (process + trio runtime) and | ||
| # stores it's "portal" for later use to "submit jobs" (ugh). | ||
| portals.append( | ||
| await tn.start_actor( | ||
| f'worker_{i}', | ||
| enable_modules=[__name__], | ||
| ) | ||
| ) | ||
|
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| async def _map( | ||
| worker_func: Callable[[int], bool], | ||
| sequence: List[int] | ||
| ) -> List[bool]: | ||
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| # define an async (local) task to collect results from workers | ||
| async def send_result(func, value, portal): | ||
| await snd_chan.send((value, await portal.run(func, n=value))) | ||
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| async with trio.open_nursery() as n: | ||
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| for value, portal in zip(sequence, itertools.cycle(portals)): | ||
| n.start_soon( | ||
| send_result, | ||
| worker_func, | ||
| value, | ||
| portal | ||
| ) | ||
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| # deliver results as they arrive | ||
| for _ in range(len(sequence)): | ||
| yield await recv_chan.receive() | ||
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| # deliver the parallel "worker mapper" to user code | ||
| yield _map | ||
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| # tear down all "workers" on pool close | ||
| await tn.cancel() | ||
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| async def main(): | ||
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| async with worker_pool() as actor_map: | ||
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| start = time.time() | ||
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| async with aclosing(actor_map(is_prime, PRIMES)) as results: | ||
| async for number, prime in results: | ||
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| print(f'{number} is prime: {prime}') | ||
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| print(f'processing took {time.time() - start} seconds') | ||
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| if __name__ == '__main__': | ||
| start = time.time() | ||
| trio.run(main) | ||
| print(f'script took {time.time() - start} seconds') |
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,40 @@ | ||
| import time | ||
| import concurrent.futures | ||
| import math | ||
|
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||
| PRIMES = [ | ||
| 112272535095293, | ||
| 112582705942171, | ||
| 112272535095293, | ||
| 115280095190773, | ||
| 115797848077099, | ||
| 1099726899285419] | ||
|
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||
| def is_prime(n): | ||
| if n < 2: | ||
| return False | ||
| if n == 2: | ||
| return True | ||
| if n % 2 == 0: | ||
| return False | ||
|
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| sqrt_n = int(math.floor(math.sqrt(n))) | ||
| for i in range(3, sqrt_n + 1, 2): | ||
| if n % i == 0: | ||
| return False | ||
| return True | ||
|
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| def main(): | ||
| with concurrent.futures.ProcessPoolExecutor() as executor: | ||
| start = time.time() | ||
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| for number, prime in zip(PRIMES, executor.map(is_prime, PRIMES)): | ||
| print('%d is prime: %s' % (number, prime)) | ||
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| print(f'processing took {time.time() - start} seconds') | ||
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| if __name__ == '__main__': | ||
|
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| start = time.time() | ||
| main() | ||
| print(f'script took {time.time() - start} seconds') |
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,37 @@ | ||
| """ | ||
| Run with a process monitor from a terminal using: | ||
| $TERM -e watch -n 0.1 "pstree -a $$" & python examples/parallelism/we_are_processes.py && kill $! | ||
|
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| """ | ||
| from multiprocessing import cpu_count | ||
| import os | ||
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| import tractor | ||
| import trio | ||
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| async def target(): | ||
| print(f"Yo, i'm '{tractor.current_actor().name}' " | ||
| f"running in pid {os.getpid()}") | ||
| await trio.sleep_forever() | ||
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| async def main(): | ||
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| async with tractor.open_nursery() as n: | ||
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| for i in range(cpu_count()): | ||
| await n.run_in_actor(target, name=f'worker_{i}') | ||
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| print('This process tree will self-destruct in 1 sec...') | ||
| await trio.sleep(1) | ||
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| # you could have done this yourself | ||
| raise Exception('Self Destructed') | ||
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| if __name__ == '__main__': | ||
| try: | ||
| trio.run(main) | ||
| except Exception: | ||
| print('Zombies Contained') |
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Instead of this what are you after?
A function that creates some object and then makes that object mutateable from another inbound message?
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Maybe you want something like
rays "actors" (which i would argue aren't really "actor model" actors):https://docs.ray.io/en/latest/actors.html
We can also accomplish this but it will require a slight bit more machinery.