Kafka Ecosystem（Kafka生态）

http://kafka.apache.org/documentation/#ecosystem

https://cwiki.apache.org/confluence/display/KAFKA/Ecosystem

由 Jay Kreps创建, 最终由 Ray Chiang修改于一月 04, 2019

Here is a list of tools we have been told about that integrate with Kafka outside the main distribution. We haven't tried them all, so they may not work!

Clients, of course, are listed separately here.

Kafka Connect

Kafka has a built-in framework called Kafka Connect for writing sources and sinks that either continuously ingest data into Kafka or continuously ingest data in Kafka into external systems. The connectors themselves for different applications or data systems are federated and maintained separately from the main code base. You can find a list of available connectors at the Kafka Connect Hub.

Distributions & Packaging

Confluent Platform - http://confluent.io/product/. Downloads - http://confluent.io/downloads/.
Cloudera Kafka source (0.11.0) https://github.com/cloudera/kafka/tree/cdh5-1.0.1_3.1.0 and release http://archive.cloudera.com/kafka/parcels/3.1.0/
Hortonworks Kafka source and release http://hortonworks.com/hadoop/kafka/
Stratio Kafka source for ubuntu http://repository.stratio.com/sds/1.1/ubuntu/13.10/binary/ and for RHEL http://repository.stratio.com/sds/1.1/RHEL/
IBM Event Streams - https://www.ibm.com/cloud/event-streams - Apache Kafka on premise and the public cloud
Strimzi - http://strimzi.io/ - Apache Kafka Operator for Kubernetes and Openshift. Downloads and Helm Chart - https://github.com/strimzi/strimzi-kafka-operator/releases/latest
TIBCO Messaging - Apache Kafka Distribution - https://www.tibco.com/products/apache-kafka Downloads - https://www.tibco.com/products/tibco-messaging/downloads

Stream Processing

Kafka Streams - the built-in stream processing library of the Apache Kafka project
Kafka Streams Ecosystem:
- Complex Event Processing (CEP): https://github.com/fhussonnois/kafkastreams-cep.
Storm - A stream-processing framework.
Samza - A YARN-based stream processing framework.
Storm Spout - Consume messages from Kafka and emit as Storm tuples
Kafka-Storm - Kafka 0.8, Storm 0.9, Avro integration
SparkStreaming - Kafka receiver supports Kafka 0.8 and above
Flink - Apache Flink has an integration with Kafka
IBM Streams - A stream processing framework with Kafka source and sink to consume and produce Kafka messages
Spring Cloud Stream - a framework for building event-driven microservices, Spring Cloud Data Flow - a cloud-native orchestration service for Spring Cloud Stream applications
Apache Apex - Stream processing framework with connectors for Kafka as source and sink.

Hadoop Integration

Confluent HDFS Connector - A sink connector for the Kafka Connect framework for writing data from Kafka to Hadoop HDFS
Camus - LinkedIn's Kafka=>HDFS pipeline. This one is used for all data at LinkedIn, and works great.
Kafka Hadoop Loader A different take on Hadoop loading functionality from what is included in the main distribution.
Flume - Contains Kafka source (consumer) and sink (producer)
KaBoom - A high-performance HDFS data loader

Database Integration

Confluent JDBC Connector - A source connector for the Kafka Connect framework for writing data from RDBMS (e.g. MySQL) to Kafka
Oracle Golden Gate Connector - Source connector that collects CDC operations via Golden Gate and writes them to Kafka

Search and Query

ElasticSearch - This project, Kafka Standalone Consumer will read the messages from Kafka, processes and index them in ElasticSearch. There are also several Kafka Connect connectors for ElasticSeach.
Presto - The Presto Kafka connector allows you to query Kafka in SQL using Presto.
Hive- Hive SerDe that allows querying Kafka (Avro only for now) using Hive SQL

Management Consoles

Kafka Manager - A tool for managing Apache Kafka.
kafkat - Simplified command-line administration for Kafka brokers.
Kafka Web Console - Displays information about your Kafka cluster including which nodes are up and what topics they host data for.
Kafka Offset Monitor - Displays the state of all consumers and how far behind the head of the stream they are.
Capillary – Displays the state and deltas of Kafka-based Apache Storm topologies. Supports Kafka >= 0.8. It also provides an API for fetching this information for monitoring purposes.
Doctor Kafka - Service for cluster auto healing and workload balancing.
Cruise Control - Fully automate the dynamic workload rebalance and self-healing of a Kafka cluster.
Burrow - Monitoring companion that provides consumer lag checking as a service without the need for specifying thresholds.
Chaperone - An audit system that monitors the completeness and latency of data stream.

AWS Integration

Automated AWS deployment
Kafka -> S3 Mirroring tool from Pinterest.
Alternative Kafka->S3 Mirroring tool

Logging

syslog (1M)
- syslog producer : A producer that supports both raw data and protobuf with meta data for deep analytics usage.
- syslog-ng (https://syslog-ng.org/) is one of the most widely used open source log collection tools, capable of filtering, classifying, parsing log data and forwarding it to a wide variety of destinations. Kafka is a first-class destination in the syslog-ng tool; details on the integration can be found at https://czanik.blogs.balabit.com/2015/11/kafka-and-syslog-ng/ .
klogd - A python syslog publisher
klogd2 - A java syslog publisher
Tail2Kafka - A simple log tailing utility
Fluentd plugin - Integration with Fluentd
Remote log viewer
LogStash integration - Integration with LogStash and Fluentd
Syslog Collector written in Go
Klogger - A simple proxy service for Kafka.
fuse-kafka: A file system logging agent based on Kafka
omkafka: Another syslog integration, this one in C and uses librdkafka library
logkafka - Collect logs and send lines to Apache Kafka

Flume - Kafka plugins

Flume Kafka Plugin - Integration with Flume
Kafka as a sink and source in Flume - Integration with Flume

Metrics

Mozilla Metrics Service - A Kafka and Protocol Buffers based metrics and logging system
Ganglia Integration
SPM for Kafka
Coda Hale Metric Reporter to Kafka
kafka-dropwizard-reporter - Register built-in Kafka client and stream metrics to Dropwizard Metrics

Packing and Deployment

Kafka Camel Integration

Misc.

Kafka Websocket - A proxy that interoperates with websockets for delivering Kafka data to browsers.
KafkaCat- A native, command line producer and consumer.
Kafka Mirror - An alternative to the built-in mirroring tool
Ruby Demo App
Apache Camel Integration
Infobright integration
Riemann Consumer of Metrics
stormkafkamom – curses-based tool which displays state ofApache Storm based Kafka consumers (Kafka 0.7 only).
uReplicator - Provides the ability to replicate across Kafka clusters in other data centers
Mirus - A tool for distributed, high-volume replication between Apache Kafka clusters based on Kafka Connect