Repository URL to install this package:
|
Version:
1.11.0 ▾
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ccc-model-manager
/
lib
/
python3.9
/
site-packages
/
confluent_kafka
/
kafkatest
/
verifiable_consumer.py
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#!/usr/bin/env python
#
# Copyright 2016 Confluent Inc.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writing, software
# distributed under the License is distributed on an "AS IS" BASIS,
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and
# limitations under the License.
#
import argparse
import os
import time
from confluent_kafka import Consumer, KafkaError, KafkaException
from verifiable_client import VerifiableClient
class VerifiableConsumer(VerifiableClient):
"""
confluent-kafka-python backed VerifiableConsumer class for use with
Kafka's kafkatests client tests.
"""
def __init__(self, conf):
"""
conf is a config dict passed to confluent_kafka.Consumer()
"""
super(VerifiableConsumer, self).__init__(conf)
self.conf['on_commit'] = self.on_commit
self.consumer = Consumer(**conf)
self.consumed_msgs = 0
self.consumed_msgs_last_reported = 0
self.consumed_msgs_at_last_commit = 0
self.use_auto_commit = False
self.use_async_commit = False
self.max_msgs = -1
self.assignment = []
self.assignment_dict = dict()
def find_assignment(self, topic, partition):
""" Find and return existing assignment based on topic and partition,
or None on miss. """
skey = '%s %d' % (topic, partition)
return self.assignment_dict.get(skey)
def send_records_consumed(self, immediate=False):
""" Send records_consumed, every 100 messages, on timeout,
or if immediate is set. """
if self.consumed_msgs <= self.consumed_msgs_last_reported + (0 if immediate else 100):
return
if len(self.assignment) == 0:
return
d = {'name': 'records_consumed',
'count': self.consumed_msgs - self.consumed_msgs_last_reported,
'partitions': []}
for a in self.assignment:
if a.min_offset == -1:
# Skip partitions that havent had any messages since last time.
# This is to circumvent some minOffset checks in kafkatest.
continue
d['partitions'].append(a.to_dict())
a.min_offset = -1
self.send(d)
self.consumed_msgs_last_reported = self.consumed_msgs
def send_assignment(self, evtype, partitions):
""" Send assignment update, evtype is either 'assigned' or 'revoked' """
d = {'name': 'partitions_' + evtype,
'partitions': [{'topic': x.topic, 'partition': x.partition} for x in partitions]}
self.send(d)
def on_assign(self, consumer, partitions):
""" Rebalance on_assign callback """
old_assignment = self.assignment
self.assignment = [AssignedPartition(p.topic, p.partition) for p in partitions]
# Move over our last seen offsets so that we can report a proper
# minOffset even after a rebalance loop.
for a in old_assignment:
b = self.find_assignment(a.topic, a.partition)
b.min_offset = a.min_offset
self.assignment_dict = {a.skey: a for a in self.assignment}
self.send_assignment('assigned', partitions)
def on_revoke(self, consumer, partitions):
""" Rebalance on_revoke callback """
# Send final consumed records prior to rebalancing to make sure
# latest consumed is in par with what is going to be committed.
self.send_records_consumed(immediate=True)
self.do_commit(immediate=True, asynchronous=False)
self.assignment = list()
self.assignment_dict = dict()
self.send_assignment('revoked', partitions)
def on_commit(self, err, partitions):
""" Offsets Committed callback """
if err is not None and err.code() == KafkaError._NO_OFFSET:
self.dbg('on_commit(): no offsets to commit')
return
# Report consumed messages to make sure consumed position >= committed position
self.send_records_consumed(immediate=True)
d = {'name': 'offsets_committed',
'offsets': []}
if err is not None:
d['success'] = False
d['error'] = str(err)
else:
d['success'] = True
d['error'] = ''
for p in partitions:
pd = {'topic': p.topic, 'partition': p.partition, 'offset': p.offset}
if p.error is not None:
pd['error'] = str(p.error)
d['offsets'].append(pd)
if len(self.assignment) == 0:
self.dbg('Not sending offsets_committed: No current assignment: would be: %s' % d)
return
self.send(d)
def do_commit(self, immediate=False, asynchronous=None):
""" Commit every 1000 messages or whenever there is a consume timeout
or immediate. """
if (self.use_auto_commit
or self.consumed_msgs_at_last_commit + (0 if immediate else 1000) >
self.consumed_msgs):
return
# Make sure we report consumption before commit,
# otherwise tests may fail because of commit > consumed
if self.consumed_msgs_at_last_commit < self.consumed_msgs:
self.send_records_consumed(immediate=True)
if asynchronous is None:
async_mode = self.use_async_commit
else:
async_mode = asynchronous
self.dbg('Committing %d messages (Async=%s)' %
(self.consumed_msgs - self.consumed_msgs_at_last_commit,
async_mode))
retries = 3
while True:
try:
self.dbg('Commit')
offsets = self.consumer.commit(asynchronous=async_mode)
self.dbg('Commit done: offsets %s' % offsets)
if not async_mode:
self.on_commit(None, offsets)
break
except KafkaException as e:
if e.args[0].code() == KafkaError._NO_OFFSET:
self.dbg('No offsets to commit')
break
elif e.args[0].code() in (KafkaError.REQUEST_TIMED_OUT,
KafkaError.NOT_COORDINATOR,
KafkaError._WAIT_COORD):
self.dbg('Commit failed: %s (%d retries)' % (str(e), retries))
if retries <= 0:
raise
retries -= 1
time.sleep(1)
continue
else:
raise
self.consumed_msgs_at_last_commit = self.consumed_msgs
def msg_consume(self, msg):
""" Handle consumed message (or error event) """
if msg.error():
self.err('Consume failed: %s' % msg.error(), term=False)
return
if self.verbose:
self.send({'name': 'record_data',
'topic': msg.topic(),
'partition': msg.partition(),
'key': msg.key(),
'value': msg.value(),
'offset': msg.offset()})
if self.max_msgs >= 0 and self.consumed_msgs >= self.max_msgs:
return # ignore extra messages
# Find assignment.
a = self.find_assignment(msg.topic(), msg.partition())
if a is None:
self.err('Received message on unassigned partition %s [%d] @ %d' %
(msg.topic(), msg.partition(), msg.offset()), term=True)
a.consumed_msgs += 1
if a.min_offset == -1:
a.min_offset = msg.offset()
if a.max_offset < msg.offset():
a.max_offset = msg.offset()
self.consumed_msgs += 1
self.consumer.store_offsets(message=msg)
self.send_records_consumed(immediate=False)
self.do_commit(immediate=False)
class AssignedPartition(object):
""" Local state container for assigned partition. """
def __init__(self, topic, partition):
super(AssignedPartition, self).__init__()
self.topic = topic
self.partition = partition
self.skey = '%s %d' % (self.topic, self.partition)
self.consumed_msgs = 0
self.min_offset = -1
self.max_offset = 0
def to_dict(self):
""" Return a dict of this partition's state """
return {'topic': self.topic, 'partition': self.partition,
'minOffset': self.min_offset, 'maxOffset': self.max_offset}
if __name__ == '__main__':
parser = argparse.ArgumentParser(description='Verifiable Python Consumer')
parser.add_argument('--topic', action='append', type=str, required=True)
parser.add_argument('--group-id', dest='conf_group.id', required=True)
parser.add_argument('--group-instance-id', dest='conf_group.instance.id')
parser.add_argument('--broker-list', dest='conf_bootstrap.servers', required=True)
parser.add_argument('--bootstrap-server', dest='conf_bootstrap.servers')
parser.add_argument('--session-timeout', type=int, dest='conf_session.timeout.ms', default=6000)
parser.add_argument('--enable-autocommit', action='store_true', dest='conf_enable.auto.commit', default=False)
parser.add_argument('--max-messages', type=int, dest='max_messages', default=-1)
parser.add_argument('--assignment-strategy', dest='conf_partition.assignment.strategy')
parser.add_argument('--reset-policy', dest='topicconf_auto.offset.reset', default='earliest')
parser.add_argument('--verbose', action='store_true', dest='verbose', default=False, help='Per-message stats')
parser.add_argument('--consumer.config', dest='consumer_config')
parser.add_argument('-X', nargs=1, dest='extra_conf', action='append', help='Configuration property', default=[])
args = vars(parser.parse_args())
conf = {'broker.version.fallback': '0.9.0',
# Do explicit manual offset stores to avoid race conditions
# where a message is consumed from librdkafka but not yet handled
# by the Python code that keeps track of last consumed offset.
'enable.auto.offset.store': False}
if args.get('consumer_config', None) is not None:
args.update(VerifiableClient.read_config_file(args['consumer_config']))
args.update([x[0].split('=') for x in args.get('extra_conf', [])])
VerifiableClient.set_config(conf, args)
vc = VerifiableConsumer(conf)
vc.use_auto_commit = args['conf_enable.auto.commit']
vc.max_msgs = args['max_messages']
vc.verbose = args['verbose']
vc.dbg('Pid %d' % os.getpid())
vc.dbg('Using config: %s' % conf)
vc.dbg('Subscribing to %s' % args['topic'])
vc.consumer.subscribe(args['topic'],
on_assign=vc.on_assign, on_revoke=vc.on_revoke)
failed = False
try:
while vc.run:
msg = vc.consumer.poll(timeout=1.0)
if msg is None:
# Timeout.
# Try reporting consumed messages
vc.send_records_consumed(immediate=True)
# Commit every poll() timeout instead of on every message.
# Also commit on every 1000 messages, whichever comes first.
vc.do_commit(immediate=True)
continue
# Handle message (or error event)
vc.msg_consume(msg)
except KeyboardInterrupt:
vc.dbg('KeyboardInterrupt')
vc.run = False
pass
except Exception as e:
vc.dbg('Terminating on exception: %s' % str(e))
failed = True
vc.dbg('Closing consumer')
vc.send_records_consumed(immediate=True)
if not failed:
try:
if not vc.use_auto_commit:
vc.do_commit(immediate=True, asynchronous=False)
vc.consumer.close()
except Exception as e:
vc.dbg('Ignoring exception while closing: %s' % str(e))
failed = True
vc.send({'name': 'shutdown_complete', 'failed': failed})
vc.dbg('All done')