import time import trio import tractor from tractor import ( ActorNursery, MsgStream, Portal, ) # this is the first 2 actors, streamer_1 and streamer_2 async def stream_data(seed): for i in range(seed): yield i await trio.sleep(0.0001) # trigger scheduler # this is the third actor; the aggregator async def aggregate(seed): ''' Ensure that the two streams we receive match but only stream a single set of values to the parent. ''' an: ActorNursery async with tractor.open_nursery() as an: portals: list[Portal] = [] for i in range(1, 3): # fork/spawn call portal = await an.start_actor( name=f'streamer_{i}', enable_modules=[__name__], ) portals.append(portal) send_chan, recv_chan = trio.open_memory_channel(500) async def push_to_chan(portal, send_chan): # TODO: https://github.com/goodboy/tractor/issues/207 async with send_chan: async with portal.open_stream_from(stream_data, seed=seed) as stream: async for value in stream: # leverage trio's built-in backpressure await send_chan.send(value) print(f"FINISHED ITERATING {portal.channel.uid}") # spawn 2 trio tasks to collect streams and push to a local queue async with trio.open_nursery() as n: for portal in portals: n.start_soon( push_to_chan, portal, send_chan.clone(), ) # close this local task's reference to send side await send_chan.aclose() unique_vals = set() async with recv_chan: async for value in recv_chan: if value not in unique_vals: unique_vals.add(value) # yield upwards to the spawning parent actor yield value assert value in unique_vals print("FINISHED ITERATING in aggregator") await an.cancel() print("WAITING on `ActorNursery` to finish") print("AGGREGATOR COMPLETE!") async def main() -> list[int]: ''' This is the "root" actor's main task's entrypoint. By default (and if not otherwise specified) that root process also acts as a "registry actor" / "registrar" on the localhost for the purposes of multi-actor "service discovery". ''' # yes, a nursery which spawns `trio`-"actors" B) an: ActorNursery async with tractor.open_nursery( loglevel='cancel', debug_mode=True, ) as an: seed = int(1e3) pre_start = time.time() portal: Portal = await an.start_actor( name='aggregator', enable_modules=[__name__], ) stream: MsgStream async with portal.open_stream_from( aggregate, seed=seed, ) as stream: start = time.time() # the portal call returns exactly what you'd expect # as if the remote "aggregate" function was called locally result_stream: list[int] = [] async for value in stream: result_stream.append(value) cancelled: bool = await portal.cancel_actor() assert cancelled print(f"STREAM TIME = {time.time() - start}") print(f"STREAM + SPAWN TIME = {time.time() - pre_start}") assert result_stream == list(range(seed)) return result_stream if __name__ == '__main__': final_stream = trio.run(main)