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import logging
import os
import time
from kafka import SimpleClient, SimpleConsumer, KeyedProducer
from kafka.errors import (
FailedPayloadsError, ConnectionError, RequestTimedOutError)
from kafka.producer.base import Producer
from kafka.structs import TopicPartition
from test.fixtures import ZookeeperFixture, KafkaFixture
from test.testutil import KafkaIntegrationTestCase, random_string
log = logging.getLogger(__name__)
class TestFailover(KafkaIntegrationTestCase):
create_client = False
def setUp(self):
if not os.environ.get('KAFKA_VERSION'):
self.skipTest('integration test requires KAFKA_VERSION')
zk_chroot = random_string(10)
replicas = 3
partitions = 3
# mini zookeeper, 3 kafka brokers
self.zk = ZookeeperFixture.instance()
kk_args = [self.zk.host, self.zk.port]
kk_kwargs = {'zk_chroot': zk_chroot, 'replicas': replicas,
'partitions': partitions}
self.brokers = [KafkaFixture.instance(i, *kk_args, **kk_kwargs)
for i in range(replicas)]
hosts = ['%s:%d' % (b.host, b.port) for b in self.brokers]
self.client = SimpleClient(hosts, timeout=2)
super(TestFailover, self).setUp()
def tearDown(self):
super(TestFailover, self).tearDown()
if not os.environ.get('KAFKA_VERSION'):
return
self.client.close()
for broker in self.brokers:
broker.close()
self.zk.close()
def test_switch_leader(self):
topic = self.topic
partition = 0
# Testing the base Producer class here so that we can easily send
# messages to a specific partition, kill the leader for that partition
# and check that after another broker takes leadership the producer
# is able to resume sending messages
# require that the server commit messages to all in-sync replicas
# so that failover doesn't lose any messages on server-side
# and we can assert that server-side message count equals client-side
producer = Producer(self.client, async=False,
req_acks=Producer.ACK_AFTER_CLUSTER_COMMIT)
# Send 100 random messages to a specific partition
self._send_random_messages(producer, topic, partition, 100)
# kill leader for partition
self._kill_leader(topic, partition)
# expect failure, but dont wait more than 60 secs to recover
recovered = False
started = time.time()
timeout = 60
while not recovered and (time.time() - started) < timeout:
try:
log.debug("attempting to send 'success' message after leader killed")
producer.send_messages(topic, partition, b'success')
log.debug("success!")
recovered = True
except (FailedPayloadsError, ConnectionError, RequestTimedOutError):
log.debug("caught exception sending message -- will retry")
continue
# Verify we successfully sent the message
self.assertTrue(recovered)
# send some more messages to new leader
self._send_random_messages(producer, topic, partition, 100)
# count number of messages
# Should be equal to 100 before + 1 recovery + 100 after
# at_least=True because exactly once delivery isn't really a thing
self.assert_message_count(topic, 201, partitions=(partition,),
at_least=True)
def test_switch_leader_async(self):
topic = self.topic
partition = 0
# Test the base class Producer -- send_messages to a specific partition
producer = Producer(self.client, async=True,
batch_send_every_n=15,
batch_send_every_t=3,
req_acks=Producer.ACK_AFTER_CLUSTER_COMMIT,
async_log_messages_on_error=False)
# Send 10 random messages
self._send_random_messages(producer, topic, partition, 10)
self._send_random_messages(producer, topic, partition + 1, 10)
# kill leader for partition
self._kill_leader(topic, partition)
log.debug("attempting to send 'success' message after leader killed")
# in async mode, this should return immediately
producer.send_messages(topic, partition, b'success')
producer.send_messages(topic, partition + 1, b'success')
# send to new leader
self._send_random_messages(producer, topic, partition, 10)
self._send_random_messages(producer, topic, partition + 1, 10)
# Stop the producer and wait for it to shutdown
producer.stop()
started = time.time()
timeout = 60
while (time.time() - started) < timeout:
if not producer.thread.is_alive():
break
time.sleep(0.1)
else:
self.fail('timeout waiting for producer queue to empty')
# count number of messages
# Should be equal to 10 before + 1 recovery + 10 after
# at_least=True because exactly once delivery isn't really a thing
self.assert_message_count(topic, 21, partitions=(partition,),
at_least=True)
self.assert_message_count(topic, 21, partitions=(partition + 1,),
at_least=True)
def test_switch_leader_keyed_producer(self):
topic = self.topic
producer = KeyedProducer(self.client, async=False)
# Send 10 random messages
for _ in range(10):
key = random_string(3).encode('utf-8')
msg = random_string(10).encode('utf-8')
producer.send_messages(topic, key, msg)
# kill leader for partition 0
self._kill_leader(topic, 0)
recovered = False
started = time.time()
timeout = 60
while not recovered and (time.time() - started) < timeout:
try:
key = random_string(3).encode('utf-8')
msg = random_string(10).encode('utf-8')
producer.send_messages(topic, key, msg)
if producer.partitioners[topic].partition(key) == 0:
recovered = True
except (FailedPayloadsError, ConnectionError):
log.debug("caught exception sending message -- will retry")
continue
# Verify we successfully sent the message
self.assertTrue(recovered)
# send some more messages just to make sure no more exceptions
for _ in range(10):
key = random_string(3).encode('utf-8')
msg = random_string(10).encode('utf-8')
producer.send_messages(topic, key, msg)
def test_switch_leader_simple_consumer(self):
producer = Producer(self.client, async=False)
consumer = SimpleConsumer(self.client, None, self.topic, partitions=None, auto_commit=False, iter_timeout=10)
self._send_random_messages(producer, self.topic, 0, 2)
consumer.get_messages()
self._kill_leader(self.topic, 0)
consumer.get_messages()
def _send_random_messages(self, producer, topic, partition, n):
for j in range(n):
msg = 'msg {0}: {1}'.format(j, random_string(10))
log.debug('_send_random_message %s to %s:%d', msg, topic, partition)
while True:
try:
producer.send_messages(topic, partition, msg.encode('utf-8'))
except:
log.exception('failure in _send_random_messages - retrying')
continue
else:
break
def _kill_leader(self, topic, partition):
leader = self.client.topics_to_brokers[TopicPartition(topic, partition)]
broker = self.brokers[leader.nodeId]
broker.close()
return broker
def assert_message_count(self, topic, check_count, timeout=10,
partitions=None, at_least=False):
hosts = ','.join(['%s:%d' % (broker.host, broker.port)
for broker in self.brokers])
client = SimpleClient(hosts)
consumer = SimpleConsumer(client, None, topic,
partitions=partitions,
auto_commit=False,
iter_timeout=timeout)
started_at = time.time()
pending = -1
while pending < check_count and (time.time() - started_at < timeout):
try:
pending = consumer.pending(partitions)
except FailedPayloadsError:
pass
time.sleep(0.5)
consumer.stop()
client.close()
if pending < check_count:
self.fail('Too few pending messages: found %d, expected %d' %
(pending, check_count))
elif pending > check_count and not at_least:
self.fail('Too many pending messages: found %d, expected %d' %
(pending, check_count))
return True
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