From 9da383f93eea11ba07a2f094893f6fb3904ffe71 Mon Sep 17 00:00:00 2001 From: sauljabin Date: Mon, 17 Jun 2024 22:26:38 +0000 Subject: [PATCH] deploy: 69759a2b6f80f8f0c4064bae5f459ee95c3ae329 --- kafka-connect-database-example.html | 11 +++++++---- print.html | 11 +++++++---- searchindex.js | 2 +- searchindex.json | 2 +- 4 files changed, 16 insertions(+), 10 deletions(-) diff --git a/kafka-connect-database-example.html b/kafka-connect-database-example.html index d728fa6..ee41791 100644 --- a/kafka-connect-database-example.html +++ b/kafka-connect-database-example.html @@ -187,13 +187,16 @@

Populate
docker compose --profile sql up -d
 

Populate it:

-
./gradlew sql-populate:run \
-          --args='--url "jdbc:mysql://localhost:3306/sandbox" --user "root" --password "notasecret" 10'
+
mysql --host=127.0.0.1 --port=3306 \
+      --user=root --password=notasecret \
+      --database=sandbox \
+      < kafka-connect/sql/customers.sql
 
-

That command should have created the table customers and inserted 10 records.

+

That command should have created the table customers and inserted 200 records.

Now you can open Adminer or run:

mysql --host=127.0.0.1 --port=3306 \
-      --user=root --database=sandbox --password=notasecret \
+      --user=root --password=notasecret \
+      --database=sandbox \
       -e "select * from customers"
 

Create Source Connector

diff --git a/print.html b/print.html index 0e7153f..fe1ab0d 100644 --- a/print.html +++ b/print.html @@ -303,13 +303,16 @@

Populate
docker compose --profile sql up -d
 

Populate it:

-
./gradlew sql-populate:run \
-          --args='--url "jdbc:mysql://localhost:3306/sandbox" --user "root" --password "notasecret" 10'
+
mysql --host=127.0.0.1 --port=3306 \
+      --user=root --password=notasecret \
+      --database=sandbox \
+      < kafka-connect/sql/customers.sql
 
-

That command should have created the table customers and inserted 10 records.

+

That command should have created the table customers and inserted 200 records.

Now you can open Adminer or run:

mysql --host=127.0.0.1 --port=3306 \
-      --user=root --database=sandbox --password=notasecret \
+      --user=root --password=notasecret \
+      --database=sandbox \
       -e "select * from customers"
 

Create Source Connector

diff --git a/searchindex.js b/searchindex.js index 3689e4d..a8f0c30 100644 --- a/searchindex.js +++ b/searchindex.js @@ -1 +1 @@ -Object.assign(window.search, {"doc_urls":["introduction.html#introduction","introduction.html#interesting-links","install-dependencies.html#install-dependencies","quick-start.html#quick-start","what-is-kafka.html#what-is-kafka","consuming-and-producing.html#consuming-and-producing","consuming-and-producing.html#produce-messages","consuming-and-producing.html#consume-messages","message-schemas.html#message-schemas","what-is-kafka-connect.html#what-is-kafka-connect","kafka-connect-database-example.html#kafka-connect-database-example","kafka-connect-database-example.html#populate-database","kafka-connect-database-example.html#create-source-connector","kafka-connect-database-example.html#create-sink-connector","kafka-connect-database-example.html#deleting-connectors","kafka-connect-mqtt-example.html#kafka-connect-mqtt-example","kafka-connect-mqtt-example.html#setup-broker","kafka-connect-mqtt-example.html#create-source-connector","performance-tools.html#performance-tools","performance-tools.html#performance-tests","ports-table.html#ports","about-this-book.html#about-this-book","about-this-book.html#developing-commands"],"index":{"documentStore":{"docInfo":{"0":{"body":40,"breadcrumbs":2,"title":1},"1":{"body":10,"breadcrumbs":3,"title":2},"10":{"body":19,"breadcrumbs":10,"title":4},"11":{"body":41,"breadcrumbs":8,"title":2},"12":{"body":63,"breadcrumbs":9,"title":3},"13":{"body":71,"breadcrumbs":9,"title":3},"14":{"body":8,"breadcrumbs":8,"title":2},"15":{"body":0,"breadcrumbs":10,"title":4},"16":{"body":40,"breadcrumbs":8,"title":2},"17":{"body":76,"breadcrumbs":9,"title":3},"18":{"body":49,"breadcrumbs":4,"title":2},"19":{"body":125,"breadcrumbs":4,"title":2},"2":{"body":62,"breadcrumbs":4,"title":2},"20":{"body":49,"breadcrumbs":3,"title":1},"21":{"body":5,"breadcrumbs":2,"title":1},"22":{"body":18,"breadcrumbs":3,"title":2},"3":{"body":28,"breadcrumbs":4,"title":2},"4":{"body":53,"breadcrumbs":2,"title":1},"5":{"body":0,"breadcrumbs":4,"title":2},"6":{"body":8,"breadcrumbs":4,"title":2},"7":{"body":37,"breadcrumbs":4,"title":2},"8":{"body":76,"breadcrumbs":4,"title":2},"9":{"body":48,"breadcrumbs":4,"title":2}},"docs":{"0":{"body":"Kafka Sandbox helps you to deploy a kafka sandbox locally. It intends to be a simple way to get started with kafka and help you on your learning path. It provides you with a wide variety of tools from the kafka ecosystem and a simple way to run them all. It also includes a set of tools and tips to make it easier for you to use kafka. This is not intended to replace official courses. It does not include security since it is not a production system.","breadcrumbs":"Introduction » Introduction","id":"0","title":"Introduction"},"1":{"body":"Confluent free courses Confluent docker images references Confluent versions interoperability","breadcrumbs":"Introduction » Interesting Links","id":"1","title":"Interesting Links"},"10":{"body":"In this example you are going to learn how to move data from a source ( mysql ), to multiple targets ( postgres and mongo ). This example does not support deletion, for that you have to implement tombstone events at the source and sink .","breadcrumbs":"What is Kafka Connect? » Kafka Connect Database Example » Kafka Connect Database Example","id":"10","title":"Kafka Connect Database Example"},"11":{"body":"Run MySQL and PostgreSQL: docker compose --profile sql up -d Populate it: ./gradlew sql-populate:run \\ --args='--url \"jdbc:mysql://localhost:3306/sandbox\" --user \"root\" --password \"notasecret\" 10' That command should have created the table customers and inserted 10 records. Now you can open Adminer or run: mysql --host=127.0.0.1 --port=3306 \\ --user=root --database=sandbox --password=notasecret \\ -e \"select * from customers\"","breadcrumbs":"What is Kafka Connect? » Kafka Connect Database Example » Populate Database","id":"11","title":"Populate Database"},"12":{"body":"Check the installed plugins: http :8083/connector-plugins Now you have to hit the kafka connect rest service to create a new source, next you have the rest payload: { \"name\": \"mysql-source\", \"config\": { \"tasks.max\": \"1\", \"table.whitelist\": \"customers\", \"connector.class\": \"io.confluent.connect.jdbc.JdbcSourceConnector\", \"connection.url\": \"jdbc:mysql://mysql:3306/sandbox\", \"connection.user\": \"root\", \"connection.password\": \"notasecret\", \"mode\": \"timestamp\", \"timestamp.column.name\": \"created\", \"topic.prefix\": \"connect.\", \"transforms\": \"createKey\", \"transforms.createKey.type\": \"org.apache.kafka.connect.transforms.ValueToKey\", \"transforms.createKey.fields\": \"id\" }\n} Create the connector using the API: http :8083/connectors < kafka-connect/requests/create-connector-mysql-source.json If you open AKHQ you should see a new topic: connect.customers.","breadcrumbs":"What is Kafka Connect? » Kafka Connect Database Example » Create Source Connector","id":"12","title":"Create Source Connector"},"13":{"body":"Payload: { \"name\": \"postgres-sink\", \"config\": { \"tasks.max\": \"1\", \"connector.class\": \"io.confluent.connect.jdbc.JdbcSinkConnector\", \"connection.url\": \"jdbc:postgresql://postgres:5432/sandbox\", \"connection.user\": \"postgres\", \"connection.password\": \"notasecret\", \"delete.enabled\": false, \"pk.mode\": \"record_key\", \"pk.key\": \"id\", \"insert.mode\": \"upsert\", \"auto.create\": true, \"topics\": \"connect.customers\", \"transforms\": \"dropPrefix\", \"transforms.dropPrefix.type\": \"org.apache.kafka.connect.transforms.RegexRouter\", \"transforms.dropPrefix.regex\": \"connect\\\\.(.*)\", \"transforms.dropPrefix.replacement\": \"$1\" }\n} Create sink connector: http :8083/connectors < kafka-connect/requests/create-connector-postgres-sink.json This sink connector is going to create a table customers on postgres and insert all records. Now you can open Adminer or run: PGPASSWORD=notasecret psql --host=127.0.0.1 --port=5432 \\ --user=postgres --dbname=sandbox\\ -c \"select * from customers\" List connector: http :8083/connectors","breadcrumbs":"What is Kafka Connect? » Kafka Connect Database Example » Create Sink Connector","id":"13","title":"Create Sink Connector"},"14":{"body":"http DELETE :8083/connectors/postgres-sink\nhttp DELETE :8083/connectors/mysql-source","breadcrumbs":"What is Kafka Connect? » Kafka Connect Database Example » Deleting Connectors","id":"14","title":"Deleting Connectors"},"15":{"body":"","breadcrumbs":"What is Kafka Connect? » Kafka Connect MQTT Example » Kafka Connect MQTT Example","id":"15","title":"Kafka Connect MQTT Example"},"16":{"body":"Start MQTT server: docker compose --profile mqtt up -d In one terminal, subscribe to mqtt topics: mqtt sub -h localhost -t 'house/+/brightness' In another terminal, publish messages: mqtt pub -h localhost -t 'house/room/brightness' -m '800LM'\nmqtt pub -h localhost -t 'house/kitchen/brightness' -m '1000LM'","breadcrumbs":"What is Kafka Connect? » Kafka Connect MQTT Example » Setup Broker","id":"16","title":"Setup Broker"},"17":{"body":"Payload: { \"name\": \"mqtt-source\", \"config\": { \"connector.class\": \"io.confluent.connect.mqtt.MqttSourceConnector\", \"tasks.max\": \"1\", \"mqtt.server.uri\": \"tcp://mosquitto:1883\", \"mqtt.topics\":\"house/+/brightness\", \"kafka.topic\":\"connect.brightness\", \"mqtt.qos\": \"2\", \"confluent.topic.bootstrap.servers\": \"kafka1:9092\", \"confluent.topic.replication.factor\": \"1\" }\n} Create a connector using the API: http :8083/connectors < kafka-connect/requests/create-connector-mqtt-source.json In one terminal, consume from kafka: kafka-console-consumer --from-beginning --group connect.mqtt \\ --topic connect.brightness \\ --bootstrap-server localhost:19092 \\ --property print.key=true In another terminal, publish new messages to the MQTT broker: mqtt pub -h localhost -t 'house/room/brightness' -m '810LM'\nmqtt pub -h localhost -t 'house/kitchen/brightness' -m '1020LM' Deleting the connector: http DELETE :8083/connectors/mqtt-source","breadcrumbs":"What is Kafka Connect? » Kafka Connect MQTT Example » Create Source Connector","id":"17","title":"Create Source Connector"},"18":{"body":"Performance tuning involves two important metrics: Latency measures how long it takes to process one event. Throughput measures how many events arrive within a specific amount of time. Run help: kafka-producer-perf-test --help\nkafka-consumer-perf-test --help Create a topic: kafka-topics --create \\ --bootstrap-server localhost:19092 \\ --replication-factor 3 \\ --partitions 3 \\ --topic sandbox.performance","breadcrumbs":"Performance Tools » Performance Tools","id":"18","title":"Performance Tools"},"19":{"body":"Test producer ( confluent doc ): kafka-producer-perf-test --topic sandbox.performance \\ --throughput -1 \\ --num-records 3000000 \\ --record-size 1024 \\ --producer-props acks=all bootstrap.servers=localhost:19092 Throughput in MB/sec. Latency in milliseconds. Test consumer ( confluent doc ): kafka-consumer-perf-test --topic sandbox.performance \\ --bootstrap-server localhost:19092 \\ --messages 3000000 start.time, end.time: shows test start and end time. data.consumed.in.MB: shows the size of all messages consumed. MB.sec: shows how much data transferred in megabytes per second (Throughput on size). data.consumed.in.nMsg: shows the count of the total messages consumed during this test. nMsg.sec: shows how many messages were consumed in a second (Throughput on the count of messages). Test end to end latency ( confluent doc ): kafka-e2e-latency localhost:19092 sandbox.performance 10000 all 1024 Following are the required arguments: broker_list: The location of the bootstrap broker for both the producer and the consumer. topic: The topic name used by both the producer and the consumer to send/receive messages. num_messages: The number of messages to send producer_acks: The producer setting for acks. message_size_bytes: size of each message in bytes.","breadcrumbs":"Performance Tools » Performance Tests","id":"19","title":"Performance Tests"},"2":{"body":"docker java Extras tools that you are going to use for some examples: httpie - rest client jq - json parser helm - kubernetes charts manager kind - local kubernetes cluster kubectl - kubernetes client cli mqtt-cli - MQTT client cli brew install httpie jq helm kind kubectl hivemq/mqtt-cli/mqtt-cli A collection of kafka client cli tools to manage kafka: brew install kafka\nkafka-topics --version SQL clients: sudo apt install postgresql-client mysql-client","breadcrumbs":"Install Dependencies » Install Dependencies","id":"2","title":"Install Dependencies"},"20":{"body":"Service Port AKHQ Kafka UI 8080 Adminer SQL UI 9090 MySQL 3306 PostgreSQL 5432 Mosquitto 1883 Kafka 1 19092 Kafka 2 29092 Kafka 3 39092 Schema Registry 8081 Kafka REST 8082 Kafka Connect 8083 Kafka MQTT 1884 ksqlDB 8088 Kafka Clients Spring Boot 8585 Kafka Streams gRPC Server 5050","breadcrumbs":"Ports Table » Ports","id":"20","title":"Ports"},"21":{"body":"This book is power by mdBook . GitHub Repository .","breadcrumbs":"About this book » About This Book","id":"21","title":"About This Book"},"22":{"body":"You must install rust first. Install mdbook: cargo install mdbook Run local server: mdbook serve --open Build statics: mdbook build","breadcrumbs":"About this book » Developing Commands","id":"22","title":"Developing Commands"},"3":{"body":"Clone the repo: git clone https://github.com/sauljabin/kafka-sandbox.git\ncd kafka-sandbox Run the kafka cluster: docker compose up -d Check running services: docker compose ps Open AKHQ (a web UI for kafka) at http://localhost:8080/ .","breadcrumbs":"Quick Start » Quick Start","id":"3","title":"Quick Start"},"4":{"body":"Let's deploy a three node kafka cluster on the ports: 19092, 29092, 39092: docker compose up -d Create a topic: kafka-topics --create \\ --bootstrap-server localhost:19092 \\ --replication-factor 3 \\ --partitions 3 \\ --topic sandbox.test List topics: kafka-topics --list \\ --bootstrap-server localhost:19092 At this point you must understand that the most important concept for you is the partition. 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It intends to be a simple way to get started with kafka and help you on your learning path. It provides you with a wide variety of tools from the kafka ecosystem and a simple way to run them all. It also includes a set of tools and tips to make it easier for you to use kafka. This is not intended to replace official courses. It does not include security since it is not a production system.","breadcrumbs":"Introduction » Introduction","id":"0","title":"Introduction"},"1":{"body":"Confluent free courses Confluent docker images references Confluent versions interoperability","breadcrumbs":"Introduction » Interesting Links","id":"1","title":"Interesting Links"},"10":{"body":"In this example you are going to learn how to move data from a source ( mysql ), to multiple targets ( postgres and mongo ). This example does not support deletion, for that you have to implement tombstone events at the source and sink .","breadcrumbs":"What is Kafka Connect? » Kafka Connect Database Example » Kafka Connect Database Example","id":"10","title":"Kafka Connect Database Example"},"11":{"body":"Run MySQL and PostgreSQL: docker compose --profile sql up -d Populate it: mysql --host=127.0.0.1 --port=3306 \\ --user=root --password=notasecret \\ --database=sandbox \\ < kafka-connect/sql/customers.sql That command should have created the table customers and inserted 200 records. Now you can open Adminer or run: mysql --host=127.0.0.1 --port=3306 \\ --user=root --password=notasecret \\ --database=sandbox \\ -e \"select * from customers\"","breadcrumbs":"What is Kafka Connect? » Kafka Connect Database Example » Populate Database","id":"11","title":"Populate Database"},"12":{"body":"Check the installed plugins: http :8083/connector-plugins Now you have to hit the kafka connect rest service to create a new source, next you have the rest payload: { \"name\": \"mysql-source\", \"config\": { \"tasks.max\": \"1\", \"table.whitelist\": \"customers\", \"connector.class\": \"io.confluent.connect.jdbc.JdbcSourceConnector\", \"connection.url\": \"jdbc:mysql://mysql:3306/sandbox\", \"connection.user\": \"root\", \"connection.password\": \"notasecret\", \"mode\": \"timestamp\", \"timestamp.column.name\": \"created\", \"topic.prefix\": \"connect.\", \"transforms\": \"createKey\", \"transforms.createKey.type\": \"org.apache.kafka.connect.transforms.ValueToKey\", \"transforms.createKey.fields\": \"id\" }\n} Create the connector using the API: http :8083/connectors < kafka-connect/requests/create-connector-mysql-source.json If you open AKHQ you should see a new topic: connect.customers.","breadcrumbs":"What is Kafka Connect? » Kafka Connect Database Example » Create Source Connector","id":"12","title":"Create Source Connector"},"13":{"body":"Payload: { \"name\": \"postgres-sink\", \"config\": { \"tasks.max\": \"1\", \"connector.class\": \"io.confluent.connect.jdbc.JdbcSinkConnector\", \"connection.url\": \"jdbc:postgresql://postgres:5432/sandbox\", \"connection.user\": \"postgres\", \"connection.password\": \"notasecret\", \"delete.enabled\": false, \"pk.mode\": \"record_key\", \"pk.key\": \"id\", \"insert.mode\": \"upsert\", \"auto.create\": true, \"topics\": \"connect.customers\", \"transforms\": \"dropPrefix\", \"transforms.dropPrefix.type\": \"org.apache.kafka.connect.transforms.RegexRouter\", \"transforms.dropPrefix.regex\": \"connect\\\\.(.*)\", \"transforms.dropPrefix.replacement\": \"$1\" }\n} Create sink connector: http :8083/connectors < kafka-connect/requests/create-connector-postgres-sink.json This sink connector is going to create a table customers on postgres and insert all records. Now you can open Adminer or run: PGPASSWORD=notasecret psql --host=127.0.0.1 --port=5432 \\ --user=postgres --dbname=sandbox\\ -c \"select * from customers\" List connector: http :8083/connectors","breadcrumbs":"What is Kafka Connect? » Kafka Connect Database Example » Create Sink Connector","id":"13","title":"Create Sink Connector"},"14":{"body":"http DELETE :8083/connectors/postgres-sink\nhttp DELETE :8083/connectors/mysql-source","breadcrumbs":"What is Kafka Connect? » Kafka Connect Database Example » Deleting Connectors","id":"14","title":"Deleting Connectors"},"15":{"body":"","breadcrumbs":"What is Kafka Connect? » Kafka Connect MQTT Example » Kafka Connect MQTT Example","id":"15","title":"Kafka Connect MQTT Example"},"16":{"body":"Start MQTT server: docker compose --profile mqtt up -d In one terminal, subscribe to mqtt topics: mqtt sub -h localhost -t 'house/+/brightness' In another terminal, publish messages: mqtt pub -h localhost -t 'house/room/brightness' -m '800LM'\nmqtt pub -h localhost -t 'house/kitchen/brightness' -m '1000LM'","breadcrumbs":"What is Kafka Connect? » Kafka Connect MQTT Example » Setup Broker","id":"16","title":"Setup Broker"},"17":{"body":"Payload: { \"name\": \"mqtt-source\", \"config\": { \"connector.class\": \"io.confluent.connect.mqtt.MqttSourceConnector\", \"tasks.max\": \"1\", \"mqtt.server.uri\": \"tcp://mosquitto:1883\", \"mqtt.topics\":\"house/+/brightness\", \"kafka.topic\":\"connect.brightness\", \"mqtt.qos\": \"2\", \"confluent.topic.bootstrap.servers\": \"kafka1:9092\", \"confluent.topic.replication.factor\": \"1\" }\n} Create a connector using the API: http :8083/connectors < kafka-connect/requests/create-connector-mqtt-source.json In one terminal, consume from kafka: kafka-console-consumer --from-beginning --group connect.mqtt \\ --topic connect.brightness \\ --bootstrap-server localhost:19092 \\ --property print.key=true In another terminal, publish new messages to the MQTT broker: mqtt pub -h localhost -t 'house/room/brightness' -m '810LM'\nmqtt pub -h localhost -t 'house/kitchen/brightness' -m '1020LM' Deleting the connector: http DELETE :8083/connectors/mqtt-source","breadcrumbs":"What is Kafka Connect? » Kafka Connect MQTT Example » Create Source Connector","id":"17","title":"Create Source Connector"},"18":{"body":"Performance tuning involves two important metrics: Latency measures how long it takes to process one event. Throughput measures how many events arrive within a specific amount of time. Run help: kafka-producer-perf-test --help\nkafka-consumer-perf-test --help Create a topic: kafka-topics --create \\ --bootstrap-server localhost:19092 \\ --replication-factor 3 \\ --partitions 3 \\ --topic sandbox.performance","breadcrumbs":"Performance Tools » Performance Tools","id":"18","title":"Performance Tools"},"19":{"body":"Test producer ( confluent doc ): kafka-producer-perf-test --topic sandbox.performance \\ --throughput -1 \\ --num-records 3000000 \\ --record-size 1024 \\ --producer-props acks=all bootstrap.servers=localhost:19092 Throughput in MB/sec. Latency in milliseconds. Test consumer ( confluent doc ): kafka-consumer-perf-test --topic sandbox.performance \\ --bootstrap-server localhost:19092 \\ --messages 3000000 start.time, end.time: shows test start and end time. data.consumed.in.MB: shows the size of all messages consumed. MB.sec: shows how much data transferred in megabytes per second (Throughput on size). data.consumed.in.nMsg: shows the count of the total messages consumed during this test. nMsg.sec: shows how many messages were consumed in a second (Throughput on the count of messages). Test end to end latency ( confluent doc ): kafka-e2e-latency localhost:19092 sandbox.performance 10000 all 1024 Following are the required arguments: broker_list: The location of the bootstrap broker for both the producer and the consumer. topic: The topic name used by both the producer and the consumer to send/receive messages. num_messages: The number of messages to send producer_acks: The producer setting for acks. message_size_bytes: size of each message in bytes.","breadcrumbs":"Performance Tools » Performance Tests","id":"19","title":"Performance Tests"},"2":{"body":"docker java Extras tools that you are going to use for some examples: httpie - rest client jq - json parser helm - kubernetes charts manager kind - local kubernetes cluster kubectl - kubernetes client cli mqtt-cli - MQTT client cli brew install httpie jq helm kind kubectl hivemq/mqtt-cli/mqtt-cli A collection of kafka client cli tools to manage kafka: brew install kafka\nkafka-topics --version SQL clients: sudo apt install postgresql-client mysql-client","breadcrumbs":"Install Dependencies » Install Dependencies","id":"2","title":"Install Dependencies"},"20":{"body":"Service Port AKHQ Kafka UI 8080 Adminer SQL UI 9090 MySQL 3306 PostgreSQL 5432 Mosquitto 1883 Kafka 1 19092 Kafka 2 29092 Kafka 3 39092 Schema Registry 8081 Kafka REST 8082 Kafka Connect 8083 Kafka MQTT 1884 ksqlDB 8088 Kafka Clients Spring Boot 8585 Kafka Streams gRPC Server 5050","breadcrumbs":"Ports Table » Ports","id":"20","title":"Ports"},"21":{"body":"This book is power by mdBook . GitHub Repository .","breadcrumbs":"About this book » About This Book","id":"21","title":"About This Book"},"22":{"body":"You must install rust first. Install mdbook: cargo install mdbook Run local server: mdbook serve --open Build statics: mdbook build","breadcrumbs":"About this book » Developing Commands","id":"22","title":"Developing Commands"},"3":{"body":"Clone the repo: git clone https://github.com/sauljabin/kafka-sandbox.git\ncd kafka-sandbox Run the kafka cluster: docker compose up -d Check running services: docker compose ps Open AKHQ (a web UI for kafka) at http://localhost:8080/ .","breadcrumbs":"Quick Start » Quick Start","id":"3","title":"Quick Start"},"4":{"body":"Let's deploy a three node kafka cluster on the ports: 19092, 29092, 39092: docker compose up -d Create a topic: kafka-topics --create \\ --bootstrap-server localhost:19092 \\ --replication-factor 3 \\ --partitions 3 \\ --topic sandbox.test List topics: kafka-topics --list \\ --bootstrap-server localhost:19092 At this point you must understand that the most important concept for you is the partition. You will be tempted to focus on the topic concept, but you should focus on the partition. This is due to the very nature of a distributed system.","breadcrumbs":"What is Kafka? » What is Kafka?","id":"4","title":"What is Kafka?"},"5":{"body":"","breadcrumbs":"Consuming and Producing » Consuming and Producing","id":"5","title":"Consuming and Producing"},"6":{"body":"kafka-console-producer --bootstrap-server localhost:19092 \\ --topic sandbox.test","breadcrumbs":"Consuming and Producing » Produce Messages","id":"6","title":"Produce Messages"},"7":{"body":"kafka-console-consumer --from-beginning \\ --bootstrap-server localhost:19092 \\ --group sandbox.test \\ --topic sandbox.test It is key to know that kafka stores binary data, it does not care if the internal serialization of the data represents a character string, image, number, or even if the data is encrypted or plain. All the serialization/deserialization process occurs on the client side, when producing or consuming.","breadcrumbs":"Consuming and Producing » Consume Messages","id":"7","title":"Consume Messages"},"8":{"body":"In this sandbox Schema Registry is already running, we are going to use it in some examples. Schema Registry will allow you to create applications that share the same data structure when they communicate with each other. This service could be key for your productions services, especially in a microservices ecosystems. Although, you will find that evolving a schema could be a problem, particularly when in your firsts stages of a new services. It is important to know that Schema Registry is not a plugin or a kafka extension. It is a separated services running in its own machine. So, the concept Schema Evolution and Compatibility will become essential for you. Check this out: Schema Evolution and Compatibility , there you will find the compatibility strategies for multiple use cases. Additionally, here you will find a lot of information about Schema Registry: Getting Started with Schemas and Schema Registries .","breadcrumbs":"Message Schemas » Message Schemas","id":"8","title":"Message Schemas"},"9":{"body":"It is worth mentioning that just like Schema Registry, Kafka Connect is an external and independent service to Kafka. Kafka Connect will be very useful when you want to have constant flow of data from a data store ( source ) to another ( sink ). Kafka Connect works with plugin, you can find several connector on Confluent Hub . 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Test end to end latency ( confluent doc ): kafka-e2e-latency localhost:19092 sandbox.performance 10000 all 1024 Following are the required arguments: broker_list: The location of the bootstrap broker for both the producer and the consumer. topic: The topic name used by both the producer and the consumer to send/receive messages. num_messages: The number of messages to send producer_acks: The producer setting for acks. message_size_bytes: size of each message in bytes.","breadcrumbs":"Performance Tools » Performance Tests","id":"19","title":"Performance Tests"},"2":{"body":"docker java Extras tools that you are going to use for some examples: httpie - rest client jq - json parser helm - kubernetes charts manager kind - local kubernetes cluster kubectl - kubernetes client cli mqtt-cli - MQTT client cli brew install httpie jq helm kind kubectl hivemq/mqtt-cli/mqtt-cli A collection of kafka client cli tools to manage kafka: brew install kafka\nkafka-topics --version SQL clients: sudo apt install postgresql-client mysql-client","breadcrumbs":"Install Dependencies » Install Dependencies","id":"2","title":"Install Dependencies"},"20":{"body":"Service Port AKHQ Kafka UI 8080 Adminer SQL UI 9090 MySQL 3306 PostgreSQL 5432 Mosquitto 1883 Kafka 1 19092 Kafka 2 29092 Kafka 3 39092 Schema Registry 8081 Kafka REST 8082 Kafka Connect 8083 Kafka MQTT 1884 ksqlDB 8088 Kafka Clients Spring Boot 8585 Kafka Streams gRPC Server 5050","breadcrumbs":"Ports Table » Ports","id":"20","title":"Ports"},"21":{"body":"This book is power by mdBook . GitHub Repository .","breadcrumbs":"About this book » About This Book","id":"21","title":"About This Book"},"22":{"body":"You must install rust first. 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It intends to be a simple way to get started with kafka and help you on your learning path. It provides you with a wide variety of tools from the kafka ecosystem and a simple way to run them all. It also includes a set of tools and tips to make it easier for you to use kafka. This is not intended to replace official courses. It does not include security since it is not a production system.","breadcrumbs":"Introduction » Introduction","id":"0","title":"Introduction"},"1":{"body":"Confluent free courses Confluent docker images references Confluent versions interoperability","breadcrumbs":"Introduction » Interesting Links","id":"1","title":"Interesting Links"},"10":{"body":"In this example you are going to learn how to move data from a source ( mysql ), to multiple targets ( postgres and mongo ). This example does not support deletion, for that you have to implement tombstone events at the source and sink .","breadcrumbs":"What is Kafka Connect? » Kafka Connect Database Example » Kafka Connect Database Example","id":"10","title":"Kafka Connect Database Example"},"11":{"body":"Run MySQL and PostgreSQL: docker compose --profile sql up -d Populate it: mysql --host=127.0.0.1 --port=3306 \\ --user=root --password=notasecret \\ --database=sandbox \\ < kafka-connect/sql/customers.sql That command should have created the table customers and inserted 200 records. Now you can open Adminer or run: mysql --host=127.0.0.1 --port=3306 \\ --user=root --password=notasecret \\ --database=sandbox \\ -e \"select * from customers\"","breadcrumbs":"What is Kafka Connect? » Kafka Connect Database Example » Populate Database","id":"11","title":"Populate Database"},"12":{"body":"Check the installed plugins: http :8083/connector-plugins Now you have to hit the kafka connect rest service to create a new source, next you have the rest payload: { \"name\": \"mysql-source\", \"config\": { \"tasks.max\": \"1\", \"table.whitelist\": \"customers\", \"connector.class\": \"io.confluent.connect.jdbc.JdbcSourceConnector\", \"connection.url\": \"jdbc:mysql://mysql:3306/sandbox\", \"connection.user\": \"root\", \"connection.password\": \"notasecret\", \"mode\": \"timestamp\", \"timestamp.column.name\": \"created\", \"topic.prefix\": \"connect.\", \"transforms\": \"createKey\", \"transforms.createKey.type\": \"org.apache.kafka.connect.transforms.ValueToKey\", \"transforms.createKey.fields\": \"id\" }\n} Create the connector using the API: http :8083/connectors < kafka-connect/requests/create-connector-mysql-source.json If you open AKHQ you should see a new topic: connect.customers.","breadcrumbs":"What is Kafka Connect? » Kafka Connect Database Example » Create Source Connector","id":"12","title":"Create Source Connector"},"13":{"body":"Payload: { \"name\": \"postgres-sink\", \"config\": { \"tasks.max\": \"1\", \"connector.class\": \"io.confluent.connect.jdbc.JdbcSinkConnector\", \"connection.url\": \"jdbc:postgresql://postgres:5432/sandbox\", \"connection.user\": \"postgres\", \"connection.password\": \"notasecret\", \"delete.enabled\": false, \"pk.mode\": \"record_key\", \"pk.key\": \"id\", \"insert.mode\": \"upsert\", \"auto.create\": true, \"topics\": \"connect.customers\", \"transforms\": \"dropPrefix\", \"transforms.dropPrefix.type\": \"org.apache.kafka.connect.transforms.RegexRouter\", \"transforms.dropPrefix.regex\": \"connect\\\\.(.*)\", \"transforms.dropPrefix.replacement\": \"$1\" }\n} Create sink connector: http :8083/connectors < kafka-connect/requests/create-connector-postgres-sink.json This sink connector is going to create a table customers on postgres and insert all records. Now you can open Adminer or run: PGPASSWORD=notasecret psql --host=127.0.0.1 --port=5432 \\ --user=postgres --dbname=sandbox\\ -c \"select * from customers\" List connector: http :8083/connectors","breadcrumbs":"What is Kafka Connect? » Kafka Connect Database Example » Create Sink Connector","id":"13","title":"Create Sink Connector"},"14":{"body":"http DELETE :8083/connectors/postgres-sink\nhttp DELETE :8083/connectors/mysql-source","breadcrumbs":"What is Kafka Connect? » Kafka Connect Database Example » Deleting Connectors","id":"14","title":"Deleting Connectors"},"15":{"body":"","breadcrumbs":"What is Kafka Connect? » Kafka Connect MQTT Example » Kafka Connect MQTT Example","id":"15","title":"Kafka Connect MQTT Example"},"16":{"body":"Start MQTT server: docker compose --profile mqtt up -d In one terminal, subscribe to mqtt topics: mqtt sub -h localhost -t 'house/+/brightness' In another terminal, publish messages: mqtt pub -h localhost -t 'house/room/brightness' -m '800LM'\nmqtt pub -h localhost -t 'house/kitchen/brightness' -m '1000LM'","breadcrumbs":"What is Kafka Connect? » Kafka Connect MQTT Example » Setup Broker","id":"16","title":"Setup Broker"},"17":{"body":"Payload: { \"name\": \"mqtt-source\", \"config\": { \"connector.class\": \"io.confluent.connect.mqtt.MqttSourceConnector\", \"tasks.max\": \"1\", \"mqtt.server.uri\": \"tcp://mosquitto:1883\", \"mqtt.topics\":\"house/+/brightness\", \"kafka.topic\":\"connect.brightness\", \"mqtt.qos\": \"2\", \"confluent.topic.bootstrap.servers\": \"kafka1:9092\", \"confluent.topic.replication.factor\": \"1\" }\n} Create a connector using the API: http :8083/connectors < kafka-connect/requests/create-connector-mqtt-source.json In one terminal, consume from kafka: kafka-console-consumer --from-beginning --group connect.mqtt \\ --topic connect.brightness \\ --bootstrap-server localhost:19092 \\ --property print.key=true In another terminal, publish new messages to the MQTT broker: mqtt pub -h localhost -t 'house/room/brightness' -m '810LM'\nmqtt pub -h localhost -t 'house/kitchen/brightness' -m '1020LM' Deleting the connector: http DELETE :8083/connectors/mqtt-source","breadcrumbs":"What is Kafka Connect? » Kafka Connect MQTT Example » Create Source Connector","id":"17","title":"Create Source Connector"},"18":{"body":"Performance tuning involves two important metrics: Latency measures how long it takes to process one event. Throughput measures how many events arrive within a specific amount of time. Run help: kafka-producer-perf-test --help\nkafka-consumer-perf-test --help Create a topic: kafka-topics --create \\ --bootstrap-server localhost:19092 \\ --replication-factor 3 \\ --partitions 3 \\ --topic sandbox.performance","breadcrumbs":"Performance Tools » Performance Tools","id":"18","title":"Performance Tools"},"19":{"body":"Test producer ( confluent doc ): kafka-producer-perf-test --topic sandbox.performance \\ --throughput -1 \\ --num-records 3000000 \\ --record-size 1024 \\ --producer-props acks=all bootstrap.servers=localhost:19092 Throughput in MB/sec. Latency in milliseconds. Test consumer ( confluent doc ): kafka-consumer-perf-test --topic sandbox.performance \\ --bootstrap-server localhost:19092 \\ --messages 3000000 start.time, end.time: shows test start and end time. data.consumed.in.MB: shows the size of all messages consumed. MB.sec: shows how much data transferred in megabytes per second (Throughput on size). data.consumed.in.nMsg: shows the count of the total messages consumed during this test. nMsg.sec: shows how many messages were consumed in a second (Throughput on the count of messages). Test end to end latency ( confluent doc ): kafka-e2e-latency localhost:19092 sandbox.performance 10000 all 1024 Following are the required arguments: broker_list: The location of the bootstrap broker for both the producer and the consumer. topic: The topic name used by both the producer and the consumer to send/receive messages. num_messages: The number of messages to send producer_acks: The producer setting for acks. message_size_bytes: size of each message in bytes.","breadcrumbs":"Performance Tools » Performance Tests","id":"19","title":"Performance Tests"},"2":{"body":"docker java Extras tools that you are going to use for some examples: httpie - rest client jq - json parser helm - kubernetes charts manager kind - local kubernetes cluster kubectl - kubernetes client cli mqtt-cli - MQTT client cli brew install httpie jq helm kind kubectl hivemq/mqtt-cli/mqtt-cli A collection of kafka client cli tools to manage kafka: brew install kafka\nkafka-topics --version SQL clients: sudo apt install postgresql-client mysql-client","breadcrumbs":"Install Dependencies » Install Dependencies","id":"2","title":"Install Dependencies"},"20":{"body":"Service Port AKHQ Kafka UI 8080 Adminer SQL UI 9090 MySQL 3306 PostgreSQL 5432 Mosquitto 1883 Kafka 1 19092 Kafka 2 29092 Kafka 3 39092 Schema Registry 8081 Kafka REST 8082 Kafka Connect 8083 Kafka MQTT 1884 ksqlDB 8088 Kafka Clients Spring Boot 8585 Kafka Streams gRPC Server 5050","breadcrumbs":"Ports Table » Ports","id":"20","title":"Ports"},"21":{"body":"This book is power by mdBook . GitHub Repository .","breadcrumbs":"About this book » About This Book","id":"21","title":"About This Book"},"22":{"body":"You must install rust first. Install mdbook: cargo install mdbook Run local server: mdbook serve --open Build statics: mdbook build","breadcrumbs":"About this book » Developing Commands","id":"22","title":"Developing Commands"},"3":{"body":"Clone the repo: git clone https://github.com/sauljabin/kafka-sandbox.git\ncd kafka-sandbox Run the kafka cluster: docker compose up -d Check running services: docker compose ps Open AKHQ (a web UI for kafka) at http://localhost:8080/ .","breadcrumbs":"Quick Start » Quick Start","id":"3","title":"Quick Start"},"4":{"body":"Let's deploy a three node kafka cluster on the ports: 19092, 29092, 39092: docker compose up -d Create a topic: kafka-topics --create \\ --bootstrap-server localhost:19092 \\ --replication-factor 3 \\ --partitions 3 \\ --topic sandbox.test List topics: kafka-topics --list \\ --bootstrap-server localhost:19092 At this point you must understand that the most important concept for you is the partition. 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