kafka-streams
v5.0.0
Published
kafka-streams for Node.js
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node-kafka-streams
// suggested Node.js version: v12.16.1
npm install --save kafka-streams
const {KafkaStreams} = require("kafka-streams");
const config = require("./config.json");
const factory = new KafkaStreams(config);
const kstream = factory.getKStream("input-topic");
const ktable = factory.getKTable(/* .. */);
kstream.merge(ktable).filter(/* .. */).map(/* .. */).reduce(/* .. */).to("output-topic");
CHANGES: The latest version brings a lot of changes, please check here before updating.
API Overview
- Quick Start
- Message 'to' and 'from' Apache Kafka
- API Info
- Documentation
- Operator descriptions
- Examples
- Native Client | SSL, SASL, Kerberos
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README Overview
- Prerequisites
- Aim of this Library
- Description
- Port Progress Overview
- Operator Implementations
- Additional Operators
- Stream Action Implementations
- Join Operators Status
- Window Operations
- FAQ - More
Prerequisites
- Kafka broker should be version
>= 0.11.x
- Node.js should be version
>= 8.x.x
A note on native mode
If you are using the native mode (config: { noptions: {} }
).
You will have to manually install node-rdkafka
alongside kafka-streams.
(This requires a Node.js version between 9 and 12 and will not work with Node.js >= 13, last tested with 12.16.1)
On Mac OS High Sierra / Mojave:
CPPFLAGS=-I/usr/local/opt/openssl/include LDFLAGS=-L/usr/local/opt/openssl/lib yarn add --frozen-lockfile [email protected]
Otherwise:
yarn add --frozen-lockfile [email protected]
(Please also note: Doing this with npm does not work, it will remove your deps, npm i -g yarn
)
Aim of this Library
- this is not a 1:1 port of the official JAVA kafka-streams
- the goal of this project is to give at least the same options to a nodejs developer that kafka-streams provides for JVM developers
- stream-state processing, table representation, joins, aggregate etc. I am aiming for the easiest api access possible checkout the word count example
Description
kafka-streams :octopus: equivalent for nodejs :sparkles::turtle::rocket::sparkles: build on super fast :fire: observables using most.js :metal:
ships with sinek :pray: for backpressure
comes with js and native Kafka client, for more performance and SSL, SASL and Kerberos features
the lib also comes with a few window
operations that are more similar to Apache Flink,
yet they still feel natural in this api :squirrel:
overwriteable local-storage solution allows for any kind of datastore e.g. RocksDB, Redis, Postgres..
async (Promises) and sync stream operators e.g. stream$.map()
or stream$.asyncMap()
super easy API :goberserk:
the lib is based on sinek
, which is based on kafka-node's ConsumerGroups
Port Progress Overview
- [x] core structure
- [x] KStream base - stream as a changelog
- [x] KTable base - stream as a database
- [x] KStream & KTable cloning
- [x] complex stream join structure
- [ ] advanced joins see
- [ ] windows (for joins) see
- [ ] flink like window operations
- [x] word-count example
- [x] more examples
- [x] local-storage for etl actions
- [x] local-storage factory (one per action)
- [ ] KStorage example for any DB that supports atomic actions
- [ ] backing-up local-storage via kafka
- [x] kafka client implementation
- [x] KTable replay to Kafka (produce)
- [x] stream for topic message production only
- [x] sinek implementation
- [x] backpressure mode for KafkaClient
- [x] auto-json payloads (read-map/write-map)
- [x] auto producer partition and keyed-message handling
- [x] documentation
- [x] API description
- [ ] higher join & combine examples
- [x] embed native client
librdkafka
for more performance - [x] SSL
- [x] SASL
- [x] Kerberos
Operator Implementations
- [x] map
- [x] asyncMap
- [x] constant
- [x] scan
- [x] timestamp
- [x] tap
- [x] filter
- [x] skipRepeats
- [x] skipRepeatsWith
- [x] slice
- [x] take
- [x] skip
- [x] takeWhile
- [x] skipWhile
- [x] until
- [x] since
- [x] reduce
- [x] chainReduce
- [x] forEach (observe)
- [x] chainForEach
- [x] drain
- [x] _zip
- [x] _merge
- [x] _join
- [x] _combine
- [x] _sample
- [x] throttle
- [x] debounce
- [x] delay
- [x] multicast
- A description of the operators can be found here
- Missing an operator? Feel free to open an issue :cop:
Additional Operators
- [x] mapStringToArray
- [x] mapArrayToKV
- [x] mapStringToKV
- [x] mapParse
- [x] mapStringify
- [x] atThroughput
- [x] mapWrapKafkaPayload
- [x] mapToFormat
- [x] mapFromFormat
- Want more? Feel free to open an issue :cop:
Stream Action Implementations
- [x] countByKey
- [x] sumByKey
- [x] min
- [x] max
- Want more? Feel free to open an issue :cop:
Join Operations
KStream Status
- [x] merge
- [ ] outerJoin
- [x] innerJoin
- [ ] leftJoin
- [x] branch
KTable Status
- [x] merge
- [ ] outerJoin
- [ ] innerJoin
- [ ] leftJoin
KTable <-> KStream Status
- [x] merge
- [ ] outerJoin
- [ ] innerJoin
- [ ] leftJoin
Window Operations
KStream
- [x] window
- [ ] advanced window
- [ ] rolling window
More
Can I use this library yet?
Yes.
Are we ready for production yet?
Probably, yes. :smile:
Even More
Forks or Stars give motivation :bowtie: