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framed transport in kafka mb
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# Conflicts:
#	frontera/contrib/messagebus/kafkabus.py
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sibiryakov committed Jul 25, 2018
1 parent a26a0a9 commit 63e108d
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Showing 4 changed files with 128 additions and 17 deletions.
51 changes: 51 additions & 0 deletions frontera/contrib/messagebus/kafka/transport.py
Original file line number Diff line number Diff line change
@@ -0,0 +1,51 @@
from math import ceil

import hashlib
from cachetools import LRUCache
from msgpack import Packer, unpackb
from random import randint
from six import MAXSIZE
from struct import pack


def random_bytes():
return pack("L", randint(0, MAXSIZE))


class FramedTransport(object):
def __init__(self, max_message_size):
self.max_message_size = max_message_size
self.buffer = LRUCache(10)
self.packer = Packer()

def read(self, kafka_msg):
frame = unpackb(kafka_msg.value)
seg_id, seg_count, msg_key, msg = frame
if seg_count == 1:
return msg

buffer = self.buffer.get(msg_key, dict())
if not buffer:
self.buffer[msg_key] = buffer
buffer[seg_id] = frame
if len(buffer) == seg_count:
msgs = [buffer[seg_id][3] for seg_id in sorted(buffer.keys())]
final_msg = b''.join(msgs)
del self.buffer[msg_key]
return final_msg
return None

def write(self, key, msg):
if len(msg) < self.max_message_size:
yield self.packer.pack((0, 1, None, msg))
else:
length = len(msg)
seg_size = self.max_message_size
seg_count = int(ceil(length / float(seg_size)))
h = hashlib.sha1()
h.update(msg)
h.update(random_bytes())
msg_key = h.digest()
for seg_id in range(seg_count):
seg_msg = msg[seg_id * seg_size: (seg_id + 1) * seg_size]
yield self.packer.pack((seg_id, seg_count, msg_key, seg_msg))
29 changes: 17 additions & 12 deletions frontera/contrib/messagebus/kafkabus.py
Original file line number Diff line number Diff line change
Expand Up @@ -2,23 +2,21 @@
from __future__ import absolute_import

from logging import getLogger
from time import sleep

import six
from kafka import KafkaConsumer, KafkaProducer, TopicPartition

from frontera.contrib.backends.partitioners import FingerprintPartitioner, Crc32NamePartitioner
from frontera.contrib.messagebus.kafka.offsets_fetcher import OffsetsFetcherAsync
from frontera.contrib.messagebus.kafka.transport import FramedTransport
from frontera.core.messagebus import BaseMessageBus, BaseSpiderLogStream, BaseSpiderFeedStream, \
BaseStreamConsumer, BaseScoringLogStream, BaseStreamProducer, BaseStatsLogStream
from twisted.internet.task import LoopingCall
from traceback import format_tb
from os.path import join as os_path_join


DEFAULT_BATCH_SIZE = 1024 * 1024
DEFAULT_BUFFER_MEMORY = 130 * 1024 * 1024
DEFAULT_MAX_REQUEST_SIZE = 4 * 1024 * 1024
MAX_SEGMENT_SIZE = int(DEFAULT_MAX_REQUEST_SIZE * 0.95)

logger = getLogger("messagebus.kafka")

Expand Down Expand Up @@ -59,13 +57,16 @@ def __init__(self, location, enable_ssl, cert_path, topic, group, partition_id):
else:
self._partitions = [TopicPartition(self._topic, pid) for pid in self._consumer.partitions_for_topic(self._topic)]
self._consumer.subscribe(topics=[self._topic])
self._transport = FramedTransport(MAX_SEGMENT_SIZE)

def get_messages(self, timeout=0.1, count=1):
result = []
while count > 0:
try:
m = next(self._consumer)
result.append(m.value)
kafka_msg = next(self._consumer)
msg = self._transport.read(kafka_msg)
if msg is not None:
result.append(msg)
count -= 1
except StopIteration:
break
Expand All @@ -89,18 +90,21 @@ def __init__(self, location, enable_ssl, cert_path, topic, compression, **kwargs
self._compression = compression
self._create(enable_ssl, cert_path, **kwargs)


def _create(self, enable_ssl, cert_path, **kwargs):
max_request_size = kwargs.pop('max_request_size', DEFAULT_MAX_REQUEST_SIZE)
self._transport = FramedTransport(MAX_SEGMENT_SIZE)
kwargs.update(_prepare_kafka_ssl_kwargs(cert_path) if enable_ssl else {})
self._producer = KafkaProducer(bootstrap_servers=self._location,
retries=5,
compression_type=self._compression,
max_request_size=max_request_size,
max_request_size=DEFAULT_MAX_REQUEST_SIZE,
**kwargs)


def send(self, key, *messages):
for msg in messages:
self._producer.send(self._topic, value=msg)
for kafka_msg in self._transport.write(key, msg):
self._producer.send(self._topic, value=kafka_msg)

def flush(self):
self._producer.flush()
Expand All @@ -115,18 +119,19 @@ def __init__(self, location, enable_ssl, cert_path, topic_done, partitioner, com
self._topic_done = topic_done
self._partitioner = partitioner
self._compression = compression
max_request_size = kwargs.pop('max_request_size', DEFAULT_MAX_REQUEST_SIZE)
kwargs.update(_prepare_kafka_ssl_kwargs(cert_path) if enable_ssl else {})
self._transport = FramedTransport(MAX_SEGMENT_SIZE)
self._producer = KafkaProducer(bootstrap_servers=self._location,
partitioner=partitioner,
retries=5,
compression_type=self._compression,
max_request_size=max_request_size,
max_request_size=DEFAULT_MAX_REQUEST_SIZE,
**kwargs)

def send(self, key, *messages):
for msg in messages:
self._producer.send(self._topic_done, key=key, value=msg)
for kafka_msg in self._transport.write(key, msg):
self._producer.send(self._topic_done, key=key, value=kafka_msg)

def flush(self):
self._producer.flush()
Expand Down
42 changes: 42 additions & 0 deletions tests/test_framed_transport.py
Original file line number Diff line number Diff line change
@@ -0,0 +1,42 @@
# -*- coding: utf-8 -*-
from frontera.contrib.messagebus.kafka.transport import FramedTransport
import random
import string
from collections import namedtuple
import unittest

KafkaMessage = namedtuple("KafkaMessage", ['key', 'value'])


def get_blob(size):
s = ''.join(random.choice(string.ascii_letters) for x in range(size))
return s.encode("latin1")


class TestFramedTransport(unittest.TestCase):
def setUp(self):
self.transport = FramedTransport(32768)

def test_big_message(self):
test_msg = get_blob(1000000)
assert len(test_msg) == 1000000
framed_msgs = [m for m in self.transport.write(b"key", test_msg)]
assert len(framed_msgs) == 31

random.shuffle(framed_msgs)

for i, msg in enumerate(framed_msgs):
km = KafkaMessage(key=b"key", value=msg)
result = self.transport.read(km)
if i < len(framed_msgs) - 1:
assert result is None
assert result == test_msg # the last one is triggering msg assembling

def test_common_message(self):
test_msg = get_blob(4096)
framed_msgs = [m for m in self.transport.write(b"key", test_msg)]
assert len(framed_msgs) == 1

km = KafkaMessage(key=b"key", value=framed_msgs[0])
result = self.transport.read(km)
assert result == test_msg
23 changes: 18 additions & 5 deletions tests/test_message_bus.py
Original file line number Diff line number Diff line change
Expand Up @@ -5,15 +5,21 @@
from frontera.contrib.messagebus.kafkabus import MessageBus as KafkaMessageBus
from frontera.utils.fingerprint import sha1
from kafka import KafkaClient
from random import randint
from random import randint, choice
from time import sleep
import string
from six.moves import range
import logging
from sys import stdout
import unittest
from w3lib.util import to_bytes


def get_blob(size):
s = ''.join(choice(string.ascii_letters) for x in range(size))
return s.encode("latin1")


class MessageBusTester(object):
def __init__(self, cls, settings=Settings()):
settings.set('SPIDER_FEED_PARTITIONS', 1)
Expand Down Expand Up @@ -119,7 +125,8 @@ def close(self):
class KafkaMessageBusTest(unittest.TestCase):
def setUp(self):
logging.basicConfig()
handler = logging.StreamHandler(stdout)
#handler = logging.StreamHandler(stdout)
handler = logging.FileHandler("kafka-debug.log")
logger = logging.getLogger("kafka")
logger.setLevel(logging.INFO)
logger.addHandler(handler)
Expand Down Expand Up @@ -177,7 +184,8 @@ def spider_log_activity(self, messages):
if i % 2 == 0:
self.sp_sl_p.send(sha1(str(randint(1, 1000))), b'http://helloworld.com/way/to/the/sun/' + b'0')
else:
self.sp_sl_p.send(sha1(str(randint(1, 1000))), b'http://way.to.the.sun' + b'0')
msg = b'http://way.to.the.sun' + b'0' if i != messages - 1 else get_blob(10485760)
self.sp_sl_p.send(sha1(str(randint(1, 1000))), msg)
self.sp_sl_p.flush()
self.logger.debug("spider log activity finished")

Expand All @@ -190,12 +198,17 @@ def spider_feed_activity(self):
def sw_activity(self):
c = 0
p = 0
big_message_passed = False
for m in self.sw_sl_c.get_messages(timeout=0.1, count=512):
if m.startswith(b'http://helloworld.com/'):
p += 1
self.sw_us_p.send(None, b'message' + b'0' + b"," + to_bytes(str(c)))
else:
if len(m) == 10485760:
big_message_passed = True
c += 1
assert p > 0
assert big_message_passed
return c

def db_activity(self, messages):
Expand All @@ -218,8 +231,8 @@ def db_activity(self, messages):
def test_integration(self):
self.spider_log_activity(64)
assert self.sw_activity() == 64
assert self.db_activity(128) == (64, 32)
assert self.spider_feed_activity() == 128
#assert self.db_activity(128) == (64, 32)
#assert self.spider_feed_activity() == 128


class IPv6MessageBusTester(MessageBusTester):
Expand Down

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