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Kenneth Jia
Kafka Summit EMEA 2021
A Modern C++ Kafka API
A MODERN C++ KAFKA API 2
New Requirements for Our Pub/Sub System
The Story
• About our team
• The messaging HUB
• New requirements coming
HUB
publisher subscriber
HUB
subscriber
Persist to Kafka
Replay from Kafka
A MODERN C++ KAFKA API 3
What does a Kafka Client Like
The Story
• Properties
• Producer
• ProducerRecord
• producer.send(…)
• producer.close()
https://kafka.apache.org/24/javadoc/index.html?org/apache/kafka/clients/producer/KafkaProducer.html
A MODERN C++ KAFKA API 4
We Came to librdkafka
The Story
https://github.com/edenhill/librdkafka
A MODERN C++ KAFKA API 5
The Example of a “librdkafka” Producer
The Story
https://github.com/edenhill/librdkafka/blob/master/examples/producer.cpp, stripped for brevity
• Properties
• Producer
A MODERN C++ KAFKA API 6
The Example of a “librdkafka” Producer
The Story
• producer.send(…)
• producer.close()
A MODERN C++ KAFKA API 7
We Worked Out a Better Choice -- modern-cpp-kafka API
The Story
• New C++ Features (no C++98 compatibility)
• Header-Only
• Ease of Use
– Naming matches the Java API
– RAII is used for lifetime management
– Polling and queue management is hidden
• Efficient
– No deep copy introduced
• Robust
– Unit/integration/robustness testcases
A MODERN C++ KAFKA API 8
Properties
A Modern Kafka Producer
• “Java style”
kafka::Properties props;
props.put({"bootstrap.servers", brokers);
props.put("enable.idempotence", "true");
• Initialization list
kafka::Properties props ({
{"bootstrap.servers", brokers},
{"enable.idempotence", "true"},
});
A MODERN C++ KAFKA API 9
ProducerRecord
A Modern Kafka Producer
• The record type for producer to send
auto record = ProducerRecord(topic, key, value);
auto record = ProducerRecord(topic, partition, key, value);
• Key, Value are only “thin wrappers”!
• const_buffer
• lifetime management
A MODERN C++ KAFKA API 10
Producer
A Modern Kafka Producer
• KafkaSyncProducer
auto producer = kafka::KafkaSyncProducer(props);
…
try {
auto metadata = producer.send(record);
…
catch (const kafka::KafkaException& e) {
…
}
• KafkaAsyncProducer
auto producer =kafka::KafkaAsyncProducer(props);
…
producer.send(record,
[](const kafka::Producer::RecordMetadata& metadata, std::error_code ec) {
…
});
• close()
• No need to care about the internal queue management
• Even no need to explicitly call it. RAII would take care of it
A MODERN C++ KAFKA API 11
An Example
A Modern Kafka Producer
A MODERN C++ KAFKA API 12
Transaction Support
A Modern Kafka Producer
Note:
• The error handling is
simple – only need to
deal with exceptions
thrown from the
transaction API.
A MODERN C++ KAFKA API 13
ssssssss
The Example of a “librdkafka” Consumer
A Modern Kafka Consumer
https://github.com/edenhill/librdkafka/blob/master/examples/rdkafka_consume_batch.cpp, stripped for brevity
Note:
• consumer_batch
A MODERN C++ KAFKA API 14
The Example of a “librdkafka” Consumer
A Modern Kafka Consumer
Note:
• The “batch” is based on,
• count
• timeout
A MODERN C++ KAFKA API 15
A Modern Kafka Consumer
consumer.subscribe(…)
• Could register rebalance event callbacks as well
• The “subscribe(…)” call would wait for the partitions-assigned event
consumer.subscribe({topic},
[](Consumer::RebalanceEventType et, const TopicPartitions& tps) {
if (et == Consumer::RebalanceEventType::PartitionsAssigned) {
std::cout << "Assigned partitions: " << toString(tps) << std::endl;
} else {
std::cout << "Revoked partitions: " << toString(tps) << std::endl;
}
});
A MODERN C++ KAFKA API 16
A Modern Kafka Consumer
consumer.poll(…)
• Messages count for “batch”
• Config in Properties
• Default value: 500
• props.put("max.poll.records", 1000);
• Timeout for “batch”
• auto records = consumer.poll(std::chrono::milliseconds(100));
A MODERN C++ KAFKA API 17
A Modern Kafka Consumer
Auto-Commit Consumer
Note:
• Commits its position
before each poll (not
after the poll!),
effectively
acknowledging the
messages received
during the previous
poll.
A MODERN C++ KAFKA API 18
A Modern Kafka Consumer
Manual-Commit Consumer
Note:
• More control over the
scheduling of commits
• commitSync
• commitAsync
A MODERN C++ KAFKA API 19
A Modern Admin Client
AdminClient
• Create topics
adminClient.createTopics({topic1, topic2},
partitions,
replicationFactor,
kafka::Properties{{
{"message.timestamp.type", "CreateTime"}
}});
• Delete topics
adminClient.deleteTopics({topic1, topic2});
• List topics
auto listResult = adminClient.listTopics({topic1, topic2});
if (listResult.errorCode()) {
std::cerr << "Error: " << listResult.message() << std::endl;
} else {
std::cout << "Topics: " << kafka::toString(listResult.topics) << std::endl;
}
A MODERN C++ KAFKA API 20
The End
The modern-cpp-kafka API provides a safe, efficient and easy to use way of
producing and consuming Kafka messages.
After replacing a legacy implementation with it, throughput for a key
middleware system was improved by 26%!
Now it has been open sourced! https://github.com/Morgan-Stanley/modern-
cpp-kafka .
We are actively maintaining and improving the project. And new components,
such as streamer and connector are also on the roadmap.
To get it done, we'd like to have more developers to be involved.
Welcome to join the project and contribute!

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A Modern C++ Kafka API | Kenneth Jia, Morgan Stanley

  • 1. Kenneth Jia Kafka Summit EMEA 2021 A Modern C++ Kafka API
  • 2. A MODERN C++ KAFKA API 2 New Requirements for Our Pub/Sub System The Story • About our team • The messaging HUB • New requirements coming HUB publisher subscriber HUB subscriber Persist to Kafka Replay from Kafka
  • 3. A MODERN C++ KAFKA API 3 What does a Kafka Client Like The Story • Properties • Producer • ProducerRecord • producer.send(…) • producer.close() https://kafka.apache.org/24/javadoc/index.html?org/apache/kafka/clients/producer/KafkaProducer.html
  • 4. A MODERN C++ KAFKA API 4 We Came to librdkafka The Story https://github.com/edenhill/librdkafka
  • 5. A MODERN C++ KAFKA API 5 The Example of a “librdkafka” Producer The Story https://github.com/edenhill/librdkafka/blob/master/examples/producer.cpp, stripped for brevity • Properties • Producer
  • 6. A MODERN C++ KAFKA API 6 The Example of a “librdkafka” Producer The Story • producer.send(…) • producer.close()
  • 7. A MODERN C++ KAFKA API 7 We Worked Out a Better Choice -- modern-cpp-kafka API The Story • New C++ Features (no C++98 compatibility) • Header-Only • Ease of Use – Naming matches the Java API – RAII is used for lifetime management – Polling and queue management is hidden • Efficient – No deep copy introduced • Robust – Unit/integration/robustness testcases
  • 8. A MODERN C++ KAFKA API 8 Properties A Modern Kafka Producer • “Java style” kafka::Properties props; props.put({"bootstrap.servers", brokers); props.put("enable.idempotence", "true"); • Initialization list kafka::Properties props ({ {"bootstrap.servers", brokers}, {"enable.idempotence", "true"}, });
  • 9. A MODERN C++ KAFKA API 9 ProducerRecord A Modern Kafka Producer • The record type for producer to send auto record = ProducerRecord(topic, key, value); auto record = ProducerRecord(topic, partition, key, value); • Key, Value are only “thin wrappers”! • const_buffer • lifetime management
  • 10. A MODERN C++ KAFKA API 10 Producer A Modern Kafka Producer • KafkaSyncProducer auto producer = kafka::KafkaSyncProducer(props); … try { auto metadata = producer.send(record); … catch (const kafka::KafkaException& e) { … } • KafkaAsyncProducer auto producer =kafka::KafkaAsyncProducer(props); … producer.send(record, [](const kafka::Producer::RecordMetadata& metadata, std::error_code ec) { … }); • close() • No need to care about the internal queue management • Even no need to explicitly call it. RAII would take care of it
  • 11. A MODERN C++ KAFKA API 11 An Example A Modern Kafka Producer
  • 12. A MODERN C++ KAFKA API 12 Transaction Support A Modern Kafka Producer Note: • The error handling is simple – only need to deal with exceptions thrown from the transaction API.
  • 13. A MODERN C++ KAFKA API 13 ssssssss The Example of a “librdkafka” Consumer A Modern Kafka Consumer https://github.com/edenhill/librdkafka/blob/master/examples/rdkafka_consume_batch.cpp, stripped for brevity Note: • consumer_batch
  • 14. A MODERN C++ KAFKA API 14 The Example of a “librdkafka” Consumer A Modern Kafka Consumer Note: • The “batch” is based on, • count • timeout
  • 15. A MODERN C++ KAFKA API 15 A Modern Kafka Consumer consumer.subscribe(…) • Could register rebalance event callbacks as well • The “subscribe(…)” call would wait for the partitions-assigned event consumer.subscribe({topic}, [](Consumer::RebalanceEventType et, const TopicPartitions& tps) { if (et == Consumer::RebalanceEventType::PartitionsAssigned) { std::cout << "Assigned partitions: " << toString(tps) << std::endl; } else { std::cout << "Revoked partitions: " << toString(tps) << std::endl; } });
  • 16. A MODERN C++ KAFKA API 16 A Modern Kafka Consumer consumer.poll(…) • Messages count for “batch” • Config in Properties • Default value: 500 • props.put("max.poll.records", 1000); • Timeout for “batch” • auto records = consumer.poll(std::chrono::milliseconds(100));
  • 17. A MODERN C++ KAFKA API 17 A Modern Kafka Consumer Auto-Commit Consumer Note: • Commits its position before each poll (not after the poll!), effectively acknowledging the messages received during the previous poll.
  • 18. A MODERN C++ KAFKA API 18 A Modern Kafka Consumer Manual-Commit Consumer Note: • More control over the scheduling of commits • commitSync • commitAsync
  • 19. A MODERN C++ KAFKA API 19 A Modern Admin Client AdminClient • Create topics adminClient.createTopics({topic1, topic2}, partitions, replicationFactor, kafka::Properties{{ {"message.timestamp.type", "CreateTime"} }}); • Delete topics adminClient.deleteTopics({topic1, topic2}); • List topics auto listResult = adminClient.listTopics({topic1, topic2}); if (listResult.errorCode()) { std::cerr << "Error: " << listResult.message() << std::endl; } else { std::cout << "Topics: " << kafka::toString(listResult.topics) << std::endl; }
  • 20. A MODERN C++ KAFKA API 20 The End The modern-cpp-kafka API provides a safe, efficient and easy to use way of producing and consuming Kafka messages. After replacing a legacy implementation with it, throughput for a key middleware system was improved by 26%! Now it has been open sourced! https://github.com/Morgan-Stanley/modern- cpp-kafka . We are actively maintaining and improving the project. And new components, such as streamer and connector are also on the roadmap. To get it done, we'd like to have more developers to be involved. Welcome to join the project and contribute!