sanic/examples/dask_distributed.py
2017-04-17 11:05:19 +02:00

42 lines
1.1 KiB
Python

from sanic import Sanic
from sanic import response
from tornado.platform.asyncio import BaseAsyncIOLoop, to_asyncio_future
from distributed import LocalCluster, Client
app = Sanic(__name__)
def square(x):
return x**2
@app.listener('after_server_start')
async def setup(app, loop):
# configure tornado use asyncio's loop
ioloop = BaseAsyncIOLoop(loop)
# init distributed client
app.client = Client('tcp://localhost:8786', loop=ioloop, start=False)
await to_asyncio_future(app.client._start())
@app.listener('before_server_stop')
async def stop(app, loop):
await to_asyncio_future(app.client._shutdown())
@app.route('/<value:int>')
async def test(request, value):
future = app.client.submit(square, value)
result = await to_asyncio_future(future._result())
return response.text(f'The square of {value} is {result}')
if __name__ == '__main__':
# Distributed cluster should run somewhere else
with LocalCluster(scheduler_port=8786, nanny=False, n_workers=2,
threads_per_worker=1) as cluster:
app.run(host="0.0.0.0", port=8000)