|
| 1 | +"""Benchmark for Anycast channels. |
| 2 | +
|
| 3 | +Copyright |
| 4 | +Copyright © 2022 Frequenz Energy-as-a-Service GmbH |
| 5 | +
|
| 6 | +License |
| 7 | +MIT |
| 8 | +""" |
| 9 | + |
| 10 | +import asyncio |
| 11 | +import csv |
| 12 | +import timeit |
| 13 | +from typing import Any, Coroutine, Dict, List, Tuple |
| 14 | + |
| 15 | +from frequenz.channels import Anycast, Receiver, Sender |
| 16 | + |
| 17 | + |
| 18 | +async def send_msg(num_messages: int, chan: Sender[int]) -> None: |
| 19 | + """Send messages to the channel continuously. |
| 20 | +
|
| 21 | + Args: |
| 22 | + num_messages (int): Number of messages to send. |
| 23 | + chan (Sender[int]): Channel sender to send the messages to. |
| 24 | + """ |
| 25 | + # send one message for each receiver |
| 26 | + for ctr in range(num_messages): |
| 27 | + await chan.send(ctr + 1) |
| 28 | + |
| 29 | + |
| 30 | +async def benchmark_anycast( |
| 31 | + num_channels: int, |
| 32 | + num_messages: int, |
| 33 | + num_receivers: int, |
| 34 | + buffer_size: int, |
| 35 | +) -> int: |
| 36 | + """Ensure sent messages are received by one receiver. |
| 37 | +
|
| 38 | + Args: |
| 39 | + num_channels (int): Number of channels to create. |
| 40 | + num_messages (int): Number of messages to send per channel. |
| 41 | + num_receivers (int): Number of broadcast receivers per channel. |
| 42 | + buffer_size (int): Buffer size of each channel. |
| 43 | +
|
| 44 | + Returns: |
| 45 | + int: Total number of messages received by all channels. |
| 46 | + """ |
| 47 | + channels: List[Anycast[int]] = [Anycast(buffer_size) for _ in range(num_channels)] |
| 48 | + senders = [ |
| 49 | + asyncio.create_task(send_msg(num_messages, bcast.get_sender())) |
| 50 | + for bcast in channels |
| 51 | + ] |
| 52 | + |
| 53 | + # Even though we want just a single int, use a list, so that it can be |
| 54 | + # updated from other methods. |
| 55 | + recv_trackers = [0] |
| 56 | + |
| 57 | + async def update_tracker_on_receive(chan: Receiver[int]) -> None: |
| 58 | + while True: |
| 59 | + msg = await chan.receive() |
| 60 | + if msg is None: |
| 61 | + return |
| 62 | + recv_trackers[0] += 1 |
| 63 | + |
| 64 | + receivers = [] |
| 65 | + for acast in channels: |
| 66 | + for _ in range(num_receivers): |
| 67 | + receivers.append(update_tracker_on_receive(acast.get_receiver())) |
| 68 | + |
| 69 | + receivers_runs = asyncio.gather(*receivers) |
| 70 | + |
| 71 | + await asyncio.gather(*senders) |
| 72 | + for bcast in channels: |
| 73 | + await bcast.close() |
| 74 | + await receivers_runs |
| 75 | + return recv_trackers[0] |
| 76 | + |
| 77 | + |
| 78 | +def time_async_task(task: Coroutine[Any, Any, int]) -> Tuple[float, Any]: |
| 79 | + """Run a task and return the time taken and the result. |
| 80 | +
|
| 81 | + Args: |
| 82 | + task (asyncio.Task): Task to run. |
| 83 | +
|
| 84 | + Returns: |
| 85 | + (float, Any): Run time in fractional seconds, task return value. |
| 86 | + """ |
| 87 | + start = timeit.default_timer() |
| 88 | + ret = asyncio.run(task) |
| 89 | + return timeit.default_timer() - start, ret |
| 90 | + |
| 91 | + |
| 92 | +def run_one( |
| 93 | + num_channels: int, |
| 94 | + num_messages: int, |
| 95 | + num_receivers: int, |
| 96 | + buffer_size: int, |
| 97 | +) -> Dict[str, Any]: |
| 98 | + """Run a single benchmark.""" |
| 99 | + runtime, total_msgs = time_async_task( |
| 100 | + benchmark_anycast(num_channels, num_messages, num_receivers, buffer_size) |
| 101 | + ) |
| 102 | + ret = { |
| 103 | + "channels": num_channels, |
| 104 | + "messages_per_channel": num_messages, |
| 105 | + "receivers": num_receivers, |
| 106 | + "buffer_size": buffer_size, |
| 107 | + "total_messages": total_msgs, |
| 108 | + "runtime": f"{runtime:.3f}", |
| 109 | + } |
| 110 | + |
| 111 | + return ret |
| 112 | + |
| 113 | + |
| 114 | +def run() -> None: |
| 115 | + """Run all benchmarks.""" |
| 116 | + with open("/dev/stdout", "w", encoding="utf-8") as csvfile: |
| 117 | + fields = run_one(1, 0, 1, 1) |
| 118 | + out = csv.DictWriter(csvfile, fields.keys()) |
| 119 | + out.writeheader() |
| 120 | + out.writerow(run_one(1, 1000000, 1, 100)) |
| 121 | + out.writerow(run_one(1, 1000000, 1, 1000)) |
| 122 | + out.writerow(run_one(1, 1000000, 10, 100)) |
| 123 | + out.writerow(run_one(1, 1000000, 10, 1000)) |
| 124 | + out.writerow(run_one(1000, 1000, 1, 100)) |
| 125 | + out.writerow(run_one(1000, 1000, 1, 1000)) |
| 126 | + out.writerow(run_one(1000, 1000, 10, 100)) |
| 127 | + out.writerow(run_one(1000, 1000, 10, 1000)) |
| 128 | + |
| 129 | + |
| 130 | +if __name__ == "__main__": |
| 131 | + run() |
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