KafkaConsumer分析

KafkaConsumer分析

一 重要的字段

String clientId：Consumer唯一标识

ConsumerCoordinator coordinator： 控制Consumer与服务器端GroupCoordinator之间的通信逻辑

Fetcher<K, V> fetcher： 负责从服务器端获取消息的组件，并且更新partition的offset

ConsumerNetworkClient client: 负责和服务器端通信

SubscriptionState subscriptions: 便于快速获取topic partition等状态，维护了消费者消费状态

Metadata metadata: 集群元数据信息

AtomicLong currentThread: 当前使用KafkaConsumer的线程id

AtomicInteger refcount: 重入次数

二 核心的方法2.1 subscribe 订阅主题

订阅给定的主题列表，以获得动态分配的分区

主题的订阅不是增量的，这个列表将会代替当前的分配。注意，不可能将主题订阅与组管理与手动分区分配相结合

作为组管理的一部分，消费者将会跟踪属于某一个特殊组的消费者列表，如果满足在下列条件，将会触发再平衡操作:1 订阅的主题列表的那些分区数量的改变2 主题创建或者删除3 消费者组的成员挂了4 通过join api将一个新的消费者添加到一个存在的消费者组public void subscribe(Collection<String> topics, ConsumerRebalanceListener listener) {

// 取得一把锁    acquire();
try {if (topics == null) { // 主题列表为null，抛出异常            throw new IllegalArgumentException("Topiccollection to subscribe to cannot be null");} else if (topics.isEmpty()) {// 主题列表为空，取消订阅            this.unsubscribe();} else {for (String topic : topics) {if (topic == null || im().isEmpty())throw new IllegalArgumentException("Topic collection to subscribe to cannot contain null or emptytopic");}log.debug("Subscribed to topic(s):{}", Utils.join(topics, ", "));this.subscriptions.subscribe(new HashSet<>(topics), listener);// 用新提供的topic集合替换当前的topic集合，如果启用了主题过期，主题的过期时间将在下一次更新中重新设置。            metadata.upSubscription());}
} finally {// 释放锁        release();
}

}2.2 assign 手动分配分区

对于用户手动指定topic的订阅模式，通过此方法可以分配分区列表给一个消费者：public void assign(Collection<TopicPartition> partitions) {

acquire();
try {if (partitions == null) {throw new IllegalArgumentException("Topic partition collection to assign to cannot be null");} else if (partitions.isEmpty()) {// partition为空取消订阅            this.unsubscribe();} else {Set<String> topics = new HashSet<>();// 遍历TopicPartition，把topic添加到一个集合里            for (TopicPartition tp : partitions) {String topic = (tp != null) ? tp.topic() : null;if (topic == null || im().isEmpty())throw new IllegalArgumentException("Topic partitions to assign to cannot have null or empty topic");topics.add(topic);}// 进行一次自动提交            dinator.maybeAutoCommitOffsetsNow();log.debug("Subscribed to partition(s): {}", Utils.join(partitions, ", "));// 根据用户提供的指定的partitions 改变assignment            this.subscriptions.assignFromUser(new HashSet<>(partitions));metadata.setTopics(topics);// 更新metatdata topic        }
} finally {release();
}

}2.3 commitSync & commitAsync 提交消费者已经消费完的消息的offset,为指定已订阅的主题和分区列表返回最后一次poll返回的offsetpublic void commitSync(final Map<TopicPartition, OffsetAndMetadata> offsets) {

acquire();
try {coordinatormitOffsetsSync(offsets);
} finally {release();
}

}
public void commitAsync(final Map<TopicPartition, OffsetAndMetadata> offsets, OffsetCommitCallback callback) {

acquire();
try {log.debug("Committing offsets: {} ", offsets);coordinatormitOffsetsAsync(new HashMap<>(offsets), callback);
} finally {release();
}

}2.4 seek 指定消费者消费的起始位置public void seek(TopicPartition partition, long offset) {

if (offset < 0) {throw new IllegalArgumentException("seek offset must not be a negative number");
}
acquire();
try {log.debug("Seeking to offset {} for partition {}", offset, partition);this.subscriptions.seek(partition, offset);
} finally {release();
}

}// 为指定的分区查找第一个offsetpublic void seekToBeginning(Collection<TopicPartition> partitions) {

acquire();
try {Collection<TopicPartition> parts = partitions.size() == 0 ? this.subscriptions.assignedPartitions() : partitions;for (TopicPartition tp : parts) {log.debug("Seeking to beginning of partition {}", tp);dOffsetReset(tp, OffsetResetStrategy.EARLIEST);}
} finally {release();
}

}// 为指定的分区查找最后的offsetpublic void seekToEnd(Collection<TopicPartition> partitions) {

acquire();
try {Collection<TopicPartition> parts = partitions.size() == 0 ? this.subscriptions.assignedPartitions() : partitions;for (TopicPartition tp : parts) {log.debug("Seeking to end of partition {}", tp);dOffsetReset(tp, OffsetResetStrategy.LATEST);}
} finally {release();
}

}2.5 poll方法 获取消息

从指定的主题或者分区获取数据，在poll之前，你没有订阅任何主题或分区是不行的,每一次poll,消费者都会尝试使用最后一次消费的offset作为接下来获取数据的start offset，最后一次消费的offset也可以通过seek(TopicPartition, long)设置或者自动设置public ConsumerRecords<K, V> poll(long timeout) {

acquire();
try {if (timeout < 0)throw new IllegalArgumentException("Timeout must not be negative");// 如果没有任何订阅，抛出异常        if (this.subscriptions.hasNoSubscriptionOrUserAssignment())throw new IllegalStateException("Consumer is not subscribed to any topics or assigned any partitions");// 一直poll新数据直到超时        long start = time.milliseconds();// 距离超时还剩余多少时间        long remaining = timeout;do {// 获取数据，如果自动提交，则进行偏移量自动提交，如果设置offset重置，则进行offset重置            Map<TopicPartition, List<ConsumerRecord<K, V>>> records = pollOnce(remaining);if (!records.isEmpty()) {// 再返回结果之前，我们可以进行下一轮的fetch请求，避免阻塞等待                fetcher.sendFetches();client.pollNoWakeup();// 如果有拦截器进行拦截，没有直接返回                if (this.interceptors == null)return new ConsumerRecords<>(records);else                    return Consume(new ConsumerRecords<>(records));}long elapsed = time.milliseconds() - start;remaining = timeout - elapsed;} while (remaining > 0);pty();
} finally {release();
}

}private Map<TopicPartition, List<ConsumerRecord<K, V>>> pollOnce(long timeout) {

// 轮询coordinator事件，处理周期性的offset提交    coordinator.poll(time.milliseconds());// fetch positions if we have partitions we're subscribed to that we    // don't know the offset for    // 判断上一次消费的位置是否为空,如果不为空，则    if (!subscriptions.hasAllFetchPositions())// 更新fetch position        updateFetchPositions(this.subscriptions.missingFetchPositions());// 数据你准备好了就立即返回，也就是还有可能没有准备好    Map<TopicPartition, List<ConsumerRecord<K, V>>> records = fetcher.fetchedRecords();
if (!records.isEmpty())return records;// 我们需要发送新fetch请求    fetcher.sendFetches();long now = time.milliseconds();
long pollTimeout = Math.min(coordinator.timeToNextPoll(now), timeout);client.poll(pollTimeout, now, new PollCondition() {@Override        public boolean shouldBlock() {// since a fetch might be completed by the background thread, we need this poll condition            // to ensure that we do not block unnecessarily in poll()            return !fetcher.hasCompletedFetches();}
});
// 早长时间的poll之后，我们应该在返回数据之前检查是否这个组需要重新平衡，以至于这个组能够迅速的稳定    if (dRejoin())ptyMap();
// 获取返回的消息    return fetcher.fetchedRecords();

}2.6 pause 暂停消费者，暂停后poll返回空public void pause(Collection<TopicPartition> partitions) {

acquire();
try {for (TopicPartition partition: partitions) {log.debug("Pausing partition {}", partition);subscriptions.pause(partition);}
} finally {release();
}

}// 返回暂停的分区public Set<TopicPartition> paused() {

acquire();
try {return Collections.unmodifiableSet(subscriptions.pausedPartitions());
} finally {release();
}

}2.7 resume 恢复消费者public void resume(Collection<TopicPartition> partitions) {

acquire();
try {for (TopicPartition partition: partitions) {log.debug("Resuming partition {}", partition);sume(partition);}
} finally {release();
}

}2.8 position方法 获取下一个消息的offset// 获取下一个record的offsetpublic long position(TopicPartition partition) {

acquire();
try {if (!this.subscriptions.isAssigned(partition))throw new IllegalArgumentException("You can only check the position for partitions assigned to this consumer.");Long offset = this.subscriptions.position(partition);if (offset == null) {updateFetchPositions(Collections.singleton(partition));offset = this.subscriptions.position(partition);}return offset;
} finally {release();
}

}