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Confluent Developer
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About me
@riferrei | #kafkameetup | @CONFLUENTINC
• RICARDO FERREIRA
• Works for confluent
• Developer advocate
• Ricardo@confluent.iO
• HTTPS://RIFERREI.NET
Building event
streaming apps
with pac-man
@riferrei | #kafkameetup | @CONFLUENTINC
@riferrei | #kafkameetup | @CONFLUENTINC
Current state
SQL
SQL
SQL
application
application
applicationdatabase
LOG
@riferrei | #kafkameetup | @CONFLUENTINC
Why?
@riferrei | #kafkameetup | @CONFLUENTINC
I don’t know
“my app only understands sql”
“the source only understands sql”
“I can only process atomic data”
“that is what current books says”
“it just feels right doing like this”
@riferrei | #kafkameetup | @CONFLUENTINC
But what if…
database
1000x more volume
Non-transactional events
Transactional events
LOG
what?
Are you
kidding me?
@riferrei | #kafkameetup | @CONFLUENTINC
This is fine
@riferrei | #kafkameetup | @CONFLUENTINC
Solving the
problem
@riferrei | #kafkameetup | @CONFLUENTINC
Using the log
database
LOG
0 1 2 3 4 5 6 7 8LOG
reads
New records
application a
(time = 1)
application b
(time = 3)
@riferrei | #kafkameetup | @CONFLUENTINC
But log programming hurts
public void readTransactions() {
while (true) {
ConsumerRecords<String, Type> records =
consumer.poll(Duration.ofMillis(100));
for (Record<String, Type> record : records) {
if (record.offset() != lastSavedOffset) {...}
}
}
}
@riferrei | #kafkameetup | @CONFLUENTINC
What then?
@riferrei | #kafkameetup | @CONFLUENTINC
Event
streaming
appS
@riferrei | @confluentinc | @itau
@riferrei | @confluentinc | @itau
@riferrei | #kafkameetup | @CONFLUENTINC
PAC-MAN
@riferrei | #kafkameetup | @CONFLUENTINC
https://github.com/confluentinc/demo-scene
<<Pacman-ccloud>>
Getting started
@riferrei | #kafkameetup | @CONFLUENTINC
IMPLEMENTATION
Api
gateway
Lambda
function
Kafka
topic
Ksqldb
apps
Kafka
topic
scoreboard
@riferrei | #kafkameetup | @CONFLUENTINC
IMPLEMENTATION
Kafka
topic
Ksqldb
apps
Kafka
topic
@riferrei | #kafkameetup | @CONFLUENTINC
Let’s create
the streams
@riferrei | #kafkameetup | @CONFLUENTINC
instructions
1. Get the game 2. Name yourself
@riferrei | #kafkameetup | @CONFLUENTINC
BUILDING the
scoreboard
@riferrei | #kafkameetup | @CONFLUENTINC
Introduction to ksqldb
https://ksqldb.io
@riferrei | #kafkameetup | @CONFLUENTINC
Source: USER_GAME TOPIC
@riferrei | #kafkameetup | @CONFLUENTINC
Creating User_game stream
@riferrei | #kafkameetup | @CONFLUENTINC
Querying USER_GAME STREAM
@riferrei | #kafkameetup | @CONFLUENTINC
Creating Stats_per_user table
@riferrei | #kafkameetup | @CONFLUENTINC
Querying STATS_PER_USER TABLE
@riferrei | #kafkameetup | @CONFLUENTINC
Low latency Pull queries
@riferrei | #kafkameetup | @CONFLUENTINC
Source: User_losses topic
@riferrei | #kafkameetup | @CONFLUENTINC
Creating USER_LOSSES STREAM
@riferrei | #kafkameetup | @CONFLUENTINC
querying USER_LOSSES STREAM
@riferrei | #kafkameetup | @CONFLUENTINC
Creating LOSSES_PER_USER TABLE
@riferrei | #kafkameetup | @CONFLUENTINC
Querying LOSSES_PER_USER TABLE
@riferrei | #kafkameetup | @CONFLUENTINC
Creating SCOREBOARD TABLE
@riferrei | #kafkameetup | @CONFLUENTINC
Querying SCOREBOARD TABLE
@riferrei | #kafkameetup | @CONFLUENTINC
Playing with
The data
@riferrei | #kafkameetup | @CONFLUENTINC
Read from kafka
Api
gateway
Lambda
function
scoreboardRedis
cache
push
@riferrei | #kafkameetup | @CONFLUENTINC
Read from kafka
Amazon
alexa
Lambda
function
scoreboardRedis
cache
push
@riferrei | #kafkameetup | @CONFLUENTINC
Read from ksqldb
Your
code
Ksqldb
table
pull
Kafka
topic
@riferrei | #kafkameetup | @CONFLUENTINC
Creating highest_score TABLE
@riferrei | #kafkameetup | @CONFLUENTINC
Low latency Pull queries
69920
@riferrei | #kafkameetup | @CONFLUENTINC
how can I
learn more?
@riferrei | #kafkameetup | @CONFLUENTINC
Get kafka: confluent cloud
Try free:
https://cnfl.io/confluent-cloud
@riferrei | #kafkameetup | @CONFLUENTINC
https://cnfl.io/tutorials
Get examples: kafka tutorials
@riferrei | #kafkameetup | @CONFLUENTINC
https://cnfl.io/books
Get books: o’reilly bundle
@riferrei | #kafkameetup | @CONFLUENTINC
https://kafka-summit.org/events/kafka-summit-austin-2020
join kafka summit
https://myeventi.events/kafka20/aus
Use 25% discount code: KSa20Meetup
@riferrei | #kafkameetup | @CONFLUENTINC
Thank you

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