forked from goodboy/tractor
Merge pull request #176 from goodboy/eg_worker_poolz
Add our version of the std lib's "worker pool"first_pypi_release
commit
35775c6763
|
@ -0,0 +1,40 @@
|
||||||
|
import time
|
||||||
|
import concurrent.futures
|
||||||
|
import math
|
||||||
|
|
||||||
|
PRIMES = [
|
||||||
|
112272535095293,
|
||||||
|
112582705942171,
|
||||||
|
112272535095293,
|
||||||
|
115280095190773,
|
||||||
|
115797848077099,
|
||||||
|
1099726899285419]
|
||||||
|
|
||||||
|
def is_prime(n):
|
||||||
|
if n < 2:
|
||||||
|
return False
|
||||||
|
if n == 2:
|
||||||
|
return True
|
||||||
|
if n % 2 == 0:
|
||||||
|
return False
|
||||||
|
|
||||||
|
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
|
||||||
|
|
||||||
|
def main():
|
||||||
|
with concurrent.futures.ProcessPoolExecutor() as executor:
|
||||||
|
start = time.time()
|
||||||
|
|
||||||
|
for number, prime in zip(PRIMES, executor.map(is_prime, PRIMES)):
|
||||||
|
print('%d is prime: %s' % (number, prime))
|
||||||
|
|
||||||
|
print(f'processing took {time.time() - start} seconds')
|
||||||
|
|
||||||
|
if __name__ == '__main__':
|
||||||
|
|
||||||
|
start = time.time()
|
||||||
|
main()
|
||||||
|
print(f'script took {time.time() - start} seconds')
|
|
@ -0,0 +1,119 @@
|
||||||
|
"""
|
||||||
|
Demonstration of the prime number detector example from the
|
||||||
|
``concurrent.futures`` docs:
|
||||||
|
|
||||||
|
https://docs.python.org/3/library/concurrent.futures.html#processpoolexecutor-example
|
||||||
|
|
||||||
|
This uses no extra threads, fancy semaphores or futures; all we need
|
||||||
|
is ``tractor``'s channels.
|
||||||
|
|
||||||
|
"""
|
||||||
|
from contextlib import asynccontextmanager
|
||||||
|
from typing import List, Callable
|
||||||
|
import itertools
|
||||||
|
import math
|
||||||
|
import time
|
||||||
|
|
||||||
|
import tractor
|
||||||
|
import trio
|
||||||
|
from async_generator import aclosing
|
||||||
|
|
||||||
|
|
||||||
|
PRIMES = [
|
||||||
|
112272535095293,
|
||||||
|
112582705942171,
|
||||||
|
112272535095293,
|
||||||
|
115280095190773,
|
||||||
|
115797848077099,
|
||||||
|
1099726899285419,
|
||||||
|
]
|
||||||
|
|
||||||
|
|
||||||
|
def is_prime(n):
|
||||||
|
if n < 2:
|
||||||
|
return False
|
||||||
|
if n == 2:
|
||||||
|
return True
|
||||||
|
if n % 2 == 0:
|
||||||
|
return False
|
||||||
|
|
||||||
|
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
|
||||||
|
|
||||||
|
|
||||||
|
@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.
|
||||||
|
|
||||||
|
Yes, the workers stay alive (and ready for work) until you close
|
||||||
|
the context.
|
||||||
|
"""
|
||||||
|
async with tractor.open_nursery() as tn:
|
||||||
|
|
||||||
|
portals = []
|
||||||
|
snd_chan, recv_chan = trio.open_memory_channel(len(PRIMES))
|
||||||
|
|
||||||
|
for i in range(workers):
|
||||||
|
|
||||||
|
# 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__],
|
||||||
|
)
|
||||||
|
)
|
||||||
|
|
||||||
|
async def _map(
|
||||||
|
worker_func: Callable[[int], bool],
|
||||||
|
sequence: List[int]
|
||||||
|
) -> List[bool]:
|
||||||
|
|
||||||
|
# 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)))
|
||||||
|
|
||||||
|
async with trio.open_nursery() as n:
|
||||||
|
|
||||||
|
for value, portal in zip(sequence, itertools.cycle(portals)):
|
||||||
|
n.start_soon(
|
||||||
|
send_result,
|
||||||
|
worker_func,
|
||||||
|
value,
|
||||||
|
portal
|
||||||
|
)
|
||||||
|
|
||||||
|
# deliver results as they arrive
|
||||||
|
for _ in range(len(sequence)):
|
||||||
|
yield await recv_chan.receive()
|
||||||
|
|
||||||
|
# deliver the parallel "worker mapper" to user code
|
||||||
|
yield _map
|
||||||
|
|
||||||
|
# tear down all "workers" on pool close
|
||||||
|
await tn.cancel()
|
||||||
|
|
||||||
|
|
||||||
|
async def main():
|
||||||
|
|
||||||
|
async with worker_pool() as actor_map:
|
||||||
|
|
||||||
|
start = time.time()
|
||||||
|
|
||||||
|
async with aclosing(actor_map(is_prime, PRIMES)) as results:
|
||||||
|
async for number, prime in results:
|
||||||
|
|
||||||
|
print(f'{number} is prime: {prime}')
|
||||||
|
|
||||||
|
print(f'processing took {time.time() - start} seconds')
|
||||||
|
|
||||||
|
|
||||||
|
if __name__ == '__main__':
|
||||||
|
start = time.time()
|
||||||
|
trio.run(main)
|
||||||
|
print(f'script took {time.time() - start} seconds')
|
|
@ -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 $!
|
||||||
|
|
||||||
|
"""
|
||||||
|
from multiprocessing import cpu_count
|
||||||
|
import os
|
||||||
|
|
||||||
|
import tractor
|
||||||
|
import trio
|
||||||
|
|
||||||
|
|
||||||
|
async def target():
|
||||||
|
print(f"Yo, i'm '{tractor.current_actor().name}' "
|
||||||
|
f"running in pid {os.getpid()}")
|
||||||
|
await trio.sleep_forever()
|
||||||
|
|
||||||
|
|
||||||
|
async def main():
|
||||||
|
|
||||||
|
async with tractor.open_nursery() as n:
|
||||||
|
|
||||||
|
for i in range(cpu_count()):
|
||||||
|
await n.run_in_actor(target, name=f'worker_{i}')
|
||||||
|
|
||||||
|
print('This process tree will self-destruct in 1 sec...')
|
||||||
|
await trio.sleep(1)
|
||||||
|
|
||||||
|
# you could have done this yourself
|
||||||
|
raise Exception('Self Destructed')
|
||||||
|
|
||||||
|
|
||||||
|
if __name__ == '__main__':
|
||||||
|
try:
|
||||||
|
trio.run(main)
|
||||||
|
except Exception:
|
||||||
|
print('Zombies Contained')
|
2
setup.py
2
setup.py
|
@ -18,7 +18,7 @@
|
||||||
# along with this program. If not, see <http://www.gnu.org/licenses/>.
|
# along with this program. If not, see <http://www.gnu.org/licenses/>.
|
||||||
from setuptools import setup
|
from setuptools import setup
|
||||||
|
|
||||||
with open('README.rst', encoding='utf-8') as f:
|
with open('docs/README.rst', encoding='utf-8') as f:
|
||||||
readme = f.read()
|
readme = f.read()
|
||||||
|
|
||||||
|
|
||||||
|
|
|
@ -78,13 +78,15 @@ def run_example_in_subproc(loglevel, testdir, arb_addr):
|
||||||
|
|
||||||
@pytest.mark.parametrize(
|
@pytest.mark.parametrize(
|
||||||
'example_script',
|
'example_script',
|
||||||
[
|
|
||||||
f for f in os.listdir(examples_dir())
|
# walk yields: (dirpath, dirnames, filenames)
|
||||||
if (
|
[(p[0], f) for p in os.walk(examples_dir()) for f in p[2]
|
||||||
('__' not in f) and
|
|
||||||
('debugging' not in f)
|
if '__' not in f
|
||||||
)
|
and f[0] != '_'
|
||||||
|
and 'debugging' not in p[0]
|
||||||
],
|
],
|
||||||
|
ids=lambda t: t[1],
|
||||||
)
|
)
|
||||||
def test_example(run_example_in_subproc, example_script):
|
def test_example(run_example_in_subproc, example_script):
|
||||||
"""Load and run scripts from this repo's ``examples/`` dir as a user
|
"""Load and run scripts from this repo's ``examples/`` dir as a user
|
||||||
|
@ -95,7 +97,7 @@ def test_example(run_example_in_subproc, example_script):
|
||||||
test directory and invoke the script as a module with ``python -m
|
test directory and invoke the script as a module with ``python -m
|
||||||
test_example``.
|
test_example``.
|
||||||
"""
|
"""
|
||||||
ex_file = os.path.join(examples_dir(), example_script)
|
ex_file = os.path.join(*example_script)
|
||||||
with open(ex_file, 'r') as ex:
|
with open(ex_file, 'r') as ex:
|
||||||
code = ex.read()
|
code = ex.read()
|
||||||
|
|
||||||
|
|
|
@ -6,6 +6,8 @@ semaphore tracker per ``MainProcess``.
|
||||||
.. note:: There is no type hinting in this code base (yet) to remain as
|
.. note:: There is no type hinting in this code base (yet) to remain as
|
||||||
a close as possible to upstream.
|
a close as possible to upstream.
|
||||||
"""
|
"""
|
||||||
|
# type: ignore
|
||||||
|
|
||||||
import os
|
import os
|
||||||
import socket
|
import socket
|
||||||
import signal
|
import signal
|
||||||
|
|
Loading…
Reference in New Issue