zulip/zilencer/management/commands/queue_rate.py

89 lines
3.5 KiB
Python

import csv
from timeit import timeit
from typing import Any, Union
from django.core.management.base import BaseCommand, CommandParser
from typing_extensions import override
from zerver.lib.queue import SimpleQueueClient, queue_json_publish
from zerver.worker.test import BatchNoopWorker, NoopWorker
class Command(BaseCommand):
help = """Times the overhead of enqueuing and dequeuing messages from RabbitMQ."""
@override
def add_arguments(self, parser: CommandParser) -> None:
parser.add_argument(
"--count", help="Number of messages to enqueue", default=10000, type=int
)
parser.add_argument("--reps", help="Iterations of enqueue/dequeue", default=1, type=int)
parser.add_argument("--batch", help="Enables batch dequeuing", action="store_true")
parser.add_argument("--csv", help="Path to CSV output", default="rabbitmq-timings.csv")
parser.add_argument(
"--prefetches",
help="Limits the prefetch size; RabbitMQ defaults to unbounded (0)",
default=[0],
nargs="+",
type=int,
)
parser.add_argument(
"--slow",
help="Which request numbers should take 60s (1-based)",
action="append",
type=int,
default=[],
)
@override
def handle(self, *args: Any, **options: Any) -> None:
print("Purging queue...")
queue = SimpleQueueClient()
queue_name = "noop_batch" if options["batch"] else "noop"
queue.ensure_queue(queue_name, lambda channel: channel.queue_purge("noop"))
count = options["count"]
reps = options["reps"]
with open(options["csv"], "w", newline="") as csvfile:
writer = csv.DictWriter(
csvfile, fieldnames=["Queue size", "Queue type", "Prefetch", "Rate"]
)
writer.writeheader()
for prefetch in options["prefetches"]:
print(f"Queue size {count}, prefetch {prefetch}...")
worker: Union[NoopWorker, BatchNoopWorker] = NoopWorker(count, options["slow"])
if options["batch"]:
worker = BatchNoopWorker(count, options["slow"])
if prefetch > 0 and prefetch < worker.batch_size:
print(
f" Skipping, as prefetch {prefetch} is less than batch size {worker.batch_size}"
)
continue
worker.setup()
assert worker.q is not None
assert worker.q.channel is not None
worker.q.channel.basic_qos(prefetch_count=prefetch)
total_time = 0.0
for i in range(1, reps + 1):
worker.consumed = 0
timeit(
lambda: queue_json_publish(queue_name, {}),
number=count,
)
duration = timeit(worker.start, number=1)
print(f" {i}/{reps}: {count}/{duration}s = {count / duration}/s")
total_time += duration
writer.writerow(
{
"Queue size": count,
"Queue type": queue_name,
"Prefetch": prefetch,
"Rate": count / duration,
}
)
csvfile.flush()
print(f" Overall: {reps * count}/{total_time}s = {(reps * count) / total_time}/s")