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#-------------------------------------------------------------------------
# Copyright (c) Microsoft Corporation. All rights reserved.
# Licensed under the MIT License. See License.txt in the project root for
# license information.
#--------------------------------------------------------------------------
import time
import threading
from datetime import datetime, timedelta
import concurrent
import sys
import uuid
import logging
try:
import psutil
except ImportError:
pass # If psutil isn't installed, simply does not capture process stats.
from azure.servicebus import ServiceBusClient, ServiceBusMessage, ServiceBusMessageBatch
from azure.servicebus.exceptions import MessageAlreadySettled
from utilities import _build_logger
_logger = _build_logger("stress-test", logging.WARN)
class ReceiveType:
push="push"
pull="pull"
none=None
class StressTestResults(object):
def __init__(self):
self.total_sent=0
self.total_received=0
self.time_elapsed=None
self.state_by_sender={}
self.state_by_receiver={}
def __repr__(self):
return str(vars(self))
class StressTestRunnerState(object):
'''Per-runner state, e.g. if you spawn 3 senders each will have this as their state object,
which will be coalesced at completion into StressTestResults'''
def __init__(self):
self.total_sent=0
self.total_received=0
self.cpu_percent = None
self.memory_bytes = None
self.timestamp = None
self.exceptions = []
def __repr__(self):
return str(vars(self))
def populate_process_stats(self):
self.timestamp = datetime.utcnow()
try:
self.cpu_percent = psutil.cpu_percent()
self.memory_bytes = psutil.virtual_memory().total
except NameError:
return # psutil was not installed, fall back to simply not capturing these stats.
class StressTestRunner:
'''Framework for running a service bus stress test.
Duration can be overriden via the --stress_test_duration flag from the command line'''
def __init__(self,
senders,
receivers,
duration = timedelta(minutes=15),
receive_type = ReceiveType.push,
send_batch_size = None,
message_size = 10,
max_wait_time = 10,
send_delay = .01,
receive_delay = 0,
should_complete_messages = True,
max_message_count = 1,
send_session_id = None,
fail_on_exception = True):
self.senders = senders
self.receivers = receivers
self.duration=duration
self.receive_type = receive_type
self.message_size = message_size
self.send_batch_size = send_batch_size
self.max_wait_time = max_wait_time
self.send_delay = send_delay
self.receive_delay = receive_delay
self.should_complete_messages = should_complete_messages
self.max_message_count = max_message_count
self.fail_on_exception = fail_on_exception
self.send_session_id = send_session_id
# Because of pickle we need to create a state object and not just pass around ourselves.
# If we ever require multiple runs of this one after another, just make Run() reset this.
self._state = StressTestRunnerState()
self._duration_override = None
for arg in sys.argv:
if arg.startswith('--stress_test_duration_seconds='):
self._duration_override = timedelta(seconds=int(arg.split('=')[1]))
self._should_stop = False
# Plugin functions the caller can override to further tailor the test.
def on_send(self, state, sent_message, sender):
'''Called on every successful send, per message'''
pass
def on_receive(self, state, received_message, receiver):
'''Called on every successful receive, per message'''
pass
def on_receive_batch(self, state, batch, receiver):
'''Called on every successful receive, at the batch or iterator level rather than per-message'''
pass
def post_receive(self, state, receiver):
'''Called after completion of every successful receive'''
pass
def on_complete(self, send_results=[], receive_results=[]):
'''Called on stress test run completion'''
pass
def pre_process_message(self, message):
'''Allows user to transform the message before batching or sending it.'''
pass
def pre_process_message_batch(self, message):
'''Allows user to transform the batch before sending it.'''
pass
def pre_process_message_body(self, payload):
'''Allows user to transform message payload before sending it.'''
return payload
def _schedule_interval_logger(self, end_time, description="", interval_seconds=30):
def _do_interval_logging():
if end_time > datetime.utcnow() and not self._should_stop:
self._state.populate_process_stats()
_logger.critical("{} RECURRENT STATUS: {}".format(description, self._state))
self._schedule_interval_logger(end_time, description, interval_seconds)
t = threading.Timer(interval_seconds, _do_interval_logging)
t.start()
def _construct_message(self):
if self.send_batch_size != None:
batch = ServiceBusMessageBatch()
for _ in range(self.send_batch_size):
message = ServiceBusMessage(self.pre_process_message_body("a" * self.message_size))
self.pre_process_message(message)
batch.add_message(message)
self.PreProcessMessageBatch(batch)
return batch
else:
message = ServiceBusMessage(self.pre_process_message_body("a" * self.message_size))
self.pre_process_message(message)
return message
def _send(self, sender, end_time):
self._schedule_interval_logger(end_time, "Sender " + str(self))
try:
_logger.info("STARTING SENDER")
with sender:
while end_time > datetime.utcnow() and not self._should_stop:
_logger.info("SENDING")
try:
message = self._construct_message()
if self.send_session_id != None:
message.session_id = self.send_session_id
sender.send_messages(message)
self.on_send(self._state, message, sender)
except Exception as e:
_logger.exception("Exception during send: {}".format(e))
self._state.exceptions.append(e)
if self.fail_on_exception:
raise
self._state.total_sent += 1
time.sleep(self.send_delay)
self._state.timestamp = datetime.utcnow()
return self._state
except Exception as e:
_logger.exception("Exception in sender: {}".format(e))
self._should_stop = True
raise
def _receive(self, receiver, end_time):
self._schedule_interval_logger(end_time, "Receiver " + str(self))
try:
with receiver:
while end_time > datetime.utcnow() and not self._should_stop:
_logger.info("RECEIVE LOOP")
try:
if self.receive_type == ReceiveType.pull:
batch = receiver.receive_messages(max_message_count=self.max_message_count, max_wait_time=self.max_wait_time)
elif self.receive_type == ReceiveType.push:
batch = receiver._get_streaming_message_iter(max_wait_time=self.max_wait_time)
else:
batch = []
for message in batch:
self.on_receive(self._state, message, receiver)
try:
if self.should_complete_messages:
receiver.complete_message(message)
except MessageAlreadySettled: # It may have been settled in the plugin callback.
pass
self._state.total_received += 1
#TODO: Get EnqueuedTimeUtc out of broker properties and calculate latency. Should properties/app properties be mostly None?
if end_time <= datetime.utcnow():
break
time.sleep(self.receive_delay)
self.post_receive(self._state, receiver)
except Exception as e:
_logger.exception("Exception during receive: {}".format(e))
self._state.exceptions.append(e)
if self.fail_on_exception:
raise
self._state.timestamp = datetime.utcnow()
return self._state
except Exception as e:
_logger.exception("Exception in receiver {}".format(e))
self._should_stop = True
raise
def run(self):
start_time = datetime.utcnow()
end_time = start_time + (self._duration_override or self.duration)
sent_messages = 0
received_messages = 0
with concurrent.futures.ThreadPoolExecutor(max_workers=4) as proc_pool:
_logger.info("STARTING PROC POOL")
senders = [proc_pool.submit(self._send, sender, end_time) for sender in self.senders]
receivers = [proc_pool.submit(self._receive, receiver, end_time) for receiver in self.receivers]
result = StressTestResults()
for each in concurrent.futures.as_completed(senders + receivers):
_logger.info("SOMETHING FINISHED")
if each in senders:
result.state_by_sender[each] = each.result()
if each in receivers:
result.state_by_receiver[each] = each.result()
# TODO: do as_completed in one batch to provide a way to short-circuit on failure.
result.state_by_sender = {s:f.result() for s,f in zip(self.senders, concurrent.futures.as_completed(senders))}
result.state_by_receiver = {r:f.result() for r,f in zip(self.receivers, concurrent.futures.as_completed(receivers))}
_logger.info("got receiever results")
result.total_sent = sum([r.total_sent for r in result.state_by_sender.values()])
result.total_received = sum([r.total_received for r in result.state_by_receiver.values()])
result.time_elapsed = end_time - start_time
_logger.critical("Stress test completed. Results:\n{}".format(result))
return result
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