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KafkaConsumer分析
阅读量:6847 次
发布时间:2019-06-26

本文共 7686 字,大约阅读时间需要 25 分钟。

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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
fetcher: 负责从服务器端获取消息的组件,并且更新partition的offsetConsumerNetworkClient 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idAtomicInteger 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
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 || topic.trim().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.setTopics(subscriptions.groupSubscription());        }    } 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
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
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 || topic.trim().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            this.coordinator.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
offsets) {    acquire();    try {        coordinator.commitOffsetsSync(offsets);    } finally {        release();    }} public void commitAsync(final Map
offsets, OffsetCommitCallback callback) {    acquire();    try {        log.debug("Committing offsets: {} ", offsets);        coordinator.commitOffsetsAsync(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
partitions) {    acquire();    try {        Collection
parts = partitions.size() == 0 ? this.subscriptions.assignedPartitions() : partitions;        for (TopicPartition tp : parts) {            log.debug("Seeking to beginning of partition {}", tp);            subscriptions.needOffsetReset(tp, OffsetResetStrategy.EARLIEST);        }    } finally {        release();    }}// 为指定的分区查找最后的offsetpublic void seekToEnd(Collection
partitions) {    acquire();    try {        Collection
parts = partitions.size() == 0 ? this.subscriptions.assignedPartitions() : partitions;        for (TopicPartition tp : parts) {            log.debug("Seeking to end of partition {}", tp);            subscriptions.needOffsetReset(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
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
>> 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 this.interceptors.onConsume(new ConsumerRecords<>(records));            }            long elapsed = time.milliseconds() - start;            remaining = timeout - elapsed;        } while (remaining > 0);        return ConsumerRecords.empty();    } finally {        release();    }}private Map
>> 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
>> 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 (coordinator.needRejoin())        return Collections.emptyMap();    // 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
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
paused() {    acquire();    try {        return Collections.unmodifiableSet(subscriptions.pausedPartitions());    } finally {        release();    }}2.7 resume 恢复消费者public void resume(Collection
partitions) {    acquire();    try {        for (TopicPartition partition: partitions) {            log.debug("Resuming partition {}", partition);            subscriptions.resume(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();    }}

转载于:https://my.oschina.net/u/3005325/blog/3018157

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