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tnt-kafka

Project now lives in official repo of Tarantool team github.com/tarantool/tnt-kafka

Full featured high performance kafka library for Tarantool based on librdkafka.

Can produce more then 80k messages per second and consume more then 130k messages per second.

Library was tested with librdkafka v0.11.5

Features

  • Kafka producer and consumer implementations.
  • Fiber friendly.
  • Mostly errorless functions and methods. Error handling in Tarantool ecosystem is quite a mess, some libraries throws lua native error while others throws box.error instead. tnt-kafka returns errors as strings which allows you to decide how to handle it.

Examples

Consumer

With auto offset store

    local fiber = require('fiber')
    local os = require('os')
    local kafka_consumer = require('tnt-kafka.consumer')
    
    local config, err = kafka_consumer.ConsumerConfig.create(
        {"localhost:9092"}, -- array of brokers 
        "test_consumer", -- consumer group
        true, -- enable auto offset store
        {["auto.offset.reset"] = "earliest"} -- default configuration for topics
    )
    if err ~= nil then
        print(err)
        os.exit(1)
    end
    
    config:set_option("queued.min.messages", "100000") -- set global consumer option

    local consumer, err = kafka_consumer.Consumer.create(config)
    if err ~= nil then
        print(err)
        os.exit(1)
    end

    local err = consumer:start()
    if err ~= nil then
        print(err)
        os.exit(1)
    end

    local err = consumer:subscribe({"test_topic"}) -- array of topics to subscribe
    if err ~= nil then
        print(err)
        os.exit(1)
    end
    
    fiber.create(function()
        local out, err = consumer:output()
        if err ~= nil then
            print(string.format("got fatal error '%s'", err))
            return
        end
        
        while true do
            if out:is_closed() then
                return
            end

            local msg = out:get()
            if msg ~= nil then
                print(string.format(
                    "got msg with topic='%s' partition='%s' offset='%s' value='%s'", 
                    msg:topic(), msg:partition(), msg:offset(), msg:value()
                ))
            end
        end
    end)
    
    fiber.sleep(10)
    
    local err = consumer:stop() -- always stop consumer to commit all pending offsets before app close
    if err ~= nil then
        print(err)
        os.exit(1)
    end

With multiple fibers and manual offset store

    local fiber = require('fiber')
    local os = require('os')
    local kafka_consumer = require('tnt-kafka.consumer')
    
    local config, err = kafka_consumer.ConsumerConfig.create(
        {"localhost:9092"}, -- array of brokers 
        "test_consumer", -- consumer group
        false, -- disable auto offset store
        {["auto.offset.reset"] = "earliest"} -- default configuration for topics
    )
    if err ~= nil then
        print(err)
        os.exit(1)
    end
    
    config:set_option("queued.min.messages", "100000") -- set global consumer option

    local consumer, err = kafka_consumer.Consumer.create(config)
    if err ~= nil then
        print(err)
        os.exit(1)
    end

    local err = consumer:start()
    if err ~= nil then
        print(err)
        os.exit(1)
    end

    local err = consumer:subscribe({"test_topic"}) -- array of topics to subscribe
    if err ~= nil then
        print(err)
        os.exit(1)
    end
    
    for i = 1, 10 do
        fiber.create(function()
            local out, err = consumer:output()
            if err ~= nil then
                print(string.format("got fatal error '%s'", err))
                return
            end
            while true do
                if out:is_closed() then
                    return
                end
    
                local msg = out:get()
                if msg ~= nil then
                    print(string.format(
                        "got msg with topic='%s' partition='%s' offset='%s' value='%s'", 
                        msg:topic(), msg:partition(), msg:offset(), msg:value()
                    ))
                    
                    local err = consumer:store_offset(msg) -- don't forget to commit processed messages
                    if err ~= nil then
                        print(string.format(
                            "got error '%s' while commiting msg from topic '%s'", 
                            err, msg:topic()
                        ))
                    end
                end
            end
        end)
    end    
    
    fiber.sleep(10)
    
    local err = consumer:stop() -- always stop consumer to commit all pending offsets before app close
    if err ~= nil then
        print(err)
        os.exit(1)
    end

Producer

With single fiber and async producer

    local os = require('os')
    local kafka_producer = require('tnt-kafka.producer')
    
    local config, err = kafka_producer.ProducerConfig.create(
        {"localhost:9092"}, -- -- array of brokers   
        false -- sync_producer
    )
    if err ~= nil then
        print(err)
        os.exit(1)
    end

    config:set_option("statistics.interval.ms", "1000") -- set global producer option
    config:set_stat_cb(function (payload) print("Stat Callback '".. payload.. "'") end) -- set callback for stats

    local producer, err = kafka_producer.Producer.create(config)
    if err ~= nil then
        print(err)
        os.exit(1)
    end

    local err = producer:start()
    if err ~= nil then
        print(err)
        os.exit(1)
    end

    local err = producer:add_topic("test_topic", {}) -- add topic with configuration
    if err ~= nil then
        print(err)
        os.exit(1)
    end
    
    for i = 1, 1000 do    
        local err = producer:produce_async({ -- don't wait until message will be delivired to kafka
            topic = "test_topic", 
            value = "test_value" -- only strings allowed
        })
        if err ~= nil then
            print(err)
            os.exit(1)
        end
    end
    
    local err = producer:stop() -- always stop consumer to send all pending messages before app close
    if err ~= nil then
        print(err)
        os.exit(1)
    end

With multiple fibers and sync producer

    local fiber = require('fiber')
    local os = require('os')
    local kafka_producer = require('tnt-kafka.producer')
    
    local config, err = kafka_producer.ProducerConfig.create(
        {"localhost:9092"}, -- -- array of brokers   
        true -- sync_producer
    )
    if err ~= nil then
        print(err)
        os.exit(1)
    end

    config:set_option("statistics.interval.ms", "1000") -- set global producer option
    config:set_stat_cb(function (payload) print("Stat Callback '".. payload.. "'") end) -- set callback for stats

    local producer, err = kafka_producer.Producer.create(config)
    if err ~= nil then
        print(err)
        os.exit(1)
    end

    local err = producer:start()
    if err ~= nil then
        print(err)
        os.exit(1)
    end

    local err = producer:add_topic("test_topic", {}) -- add topic with configuration
    if err ~= nil then
        print(err)
        os.exit(1)
    end
    
    for i = 1, 1000 do
        fiber.create(function()
            local message = "test_value " .. tostring(i)
            local err = producer:produce({ -- wait until message will be delivired to kafka (using channel under the hood)
                topic = "test_topic", 
                value =  message -- only strings allowed
            })
            if err ~= nil then
                print(string.format("got error '%s' while sending value '%s'", err, message))
            else
                print(string.format("successfully sent value '%s'", message))
            end
        end)
    end
    
    fiber.sleep(10)
    
    local err = producer:stop() -- always stop consumer to send all pending messages before app close
    if err ~= nil then
        print(err)
        os.exit(1)
    end

Known issues

  • Producer can use only random messages partitioning. It was done intentionally because non nil key leads to segfault.
  • Consumer leaves some non gc'able objects in memory after has been stopped. It was done intentionally because rd_kafka_destroy sometimes hangs forever.

TODO

  • Rocks package
  • Ordered storage for offsets to prevent commits unprocessed messages
  • Fix known issues
  • More examples
  • Better documentation

Benchmarks

Producer

Async

Result: over 80000 produced messages per second on macbook pro 2016

Local run in docker:

    make docker-run-environment
    make docker-create-benchmark-async-producer-topic
    make docker-run-benchmark-async-producer-interactive

Sync

Result: over 50000 produced messages per second on macbook pro 2016

Local run in docker:

    make docker-run-environment
    make docker-create-benchmark-sync-producer-topic
    make docker-run-benchmark-sync-producer-interactive

Consumer

Auto offset store enabled

Result: over 130000 consumed messages per second on macbook pro 2016

Local run in docker:

    make docker-run-environment
    make docker-create-benchmark-auto-offset-store-consumer-topic
    make docker-run-benchmark-auto-offset-store-consumer-interactive

Manual offset store

Result: over 130000 consumed messages per second on macbook pro 2016

Local run in docker:

    make docker-run-environment
    docker-create-benchmark-manual-commit-consumer-topic
    make docker-run-benchmark-manual-commit-consumer-interactive

Developing

Tests

You can run docker based integration tests via makefile target

    make test-run-with-docker