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August 5, 2021 12:12
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Kotlin Kinesis Producer
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package app | |
import com.amazonaws.auth.AWSStaticCredentialsProvider | |
import com.amazonaws.auth.BasicSessionCredentials | |
import com.amazonaws.auth.DefaultAWSCredentialsProviderChain | |
import com.amazonaws.services.kinesis.producer.KinesisProducer | |
import com.amazonaws.services.kinesis.producer.KinesisProducerConfiguration | |
import com.amazonaws.services.kinesis.producer.UnexpectedMessageException | |
import com.amazonaws.services.kinesis.producer.UserRecordFailedException | |
import com.amazonaws.services.kinesis.producer.UserRecordResult | |
import com.amazonaws.services.securitytoken.AWSSecurityTokenService | |
import com.amazonaws.services.securitytoken.AWSSecurityTokenServiceClientBuilder | |
import com.amazonaws.services.securitytoken.model.AssumeRoleRequest | |
import com.amazonaws.services.securitytoken.model.AssumeRoleResult | |
import com.amazonaws.services.securitytoken.model.Credentials | |
import com.google.common.collect.Iterables | |
import com.google.common.util.concurrent.FutureCallback | |
import com.google.common.util.concurrent.Futures | |
import java.math.BigInteger | |
import java.nio.ByteBuffer | |
import java.time.Instant | |
import java.util.Random | |
import java.util.concurrent.Executors | |
import java.util.concurrent.ScheduledExecutorService | |
import java.util.concurrent.TimeUnit | |
import java.util.concurrent.atomic.AtomicLong | |
import org.json.JSONObject | |
import software.amazon.awssdk.services.s3.model.* | |
val RANDOM = Random() | |
val TIMESTAMP = System.currentTimeMillis().toString() | |
val STREAM_NAME = "inviting-coyote" | |
val AWS_REGION = "eu-central-1" | |
val SECONDS_TO_RUN = 10 | |
val RECORDS_PER_SECOND = (100 * 10) | |
val TICKERS = arrayOf("AAPL", "AMZN", "MSFT", "INTC", "TBV") | |
val SERVICE_NAME = "my-producer-service" | |
val KINESIS_ROLE = "arn:aws:iam::123123123123:role/inviting-coyote-writter-role" | |
fun randomExplicitHashKey(): String { | |
return BigInteger(128, RANDOM).toString(10) | |
} | |
fun assumeGivenRole(roleARN: String, roleSessionName: String): BasicSessionCredentials { | |
val stsClient: AWSSecurityTokenService = | |
AWSSecurityTokenServiceClientBuilder.standard() | |
.withCredentials(DefaultAWSCredentialsProviderChain()) | |
.build() | |
val roleRequest: AssumeRoleRequest = | |
AssumeRoleRequest().withRoleArn(roleARN).withRoleSessionName(roleSessionName) | |
val roleResponse: AssumeRoleResult = stsClient.assumeRole(roleRequest) | |
val sessionCredentials: Credentials = roleResponse.getCredentials() | |
val awsCredentials: BasicSessionCredentials = | |
BasicSessionCredentials( | |
sessionCredentials.getAccessKeyId(), | |
sessionCredentials.getSecretAccessKey(), | |
sessionCredentials.getSessionToken() | |
) | |
return awsCredentials | |
} | |
fun generateData(): ByteBuffer { | |
val index: Int = RANDOM.nextInt(TICKERS.size) | |
val record = | |
JSONObject() | |
.put("EVENT_TIME", Instant.now().toString()) | |
.put("TICKER", TICKERS[index]) | |
.put("PRICE", RANDOM.nextDouble() * 100) | |
.toString() | |
// println("Record: " + record.toString()) | |
val recordBytes = record.toByteArray() | |
return ByteBuffer.wrap(recordBytes) | |
} | |
fun main() { | |
val kinesisCreds = | |
assumeGivenRole(KINESIS_ROLE, SERVICE_NAME) | |
val kConfig = | |
KinesisProducerConfiguration() | |
.setCredentialsProvider(AWSStaticCredentialsProvider(kinesisCreds)) | |
.setRegion(AWS_REGION) | |
// .setMaxConnections(1) | |
.setAggregationEnabled(true) | |
val producer = KinesisProducer(kConfig) | |
val sequenceNumber: AtomicLong = AtomicLong(0) | |
val completed: AtomicLong = AtomicLong(0) | |
val callbackThreadPool = Executors.newCachedThreadPool() | |
val EXECUTOR: ScheduledExecutorService = Executors.newScheduledThreadPool(1) | |
val callback: FutureCallback<UserRecordResult> = | |
object : FutureCallback<UserRecordResult> { | |
override fun onFailure(t: Throwable) { | |
when (t) { | |
is UserRecordFailedException -> { | |
val attempts = t.getResult().getAttempts().size - 1 | |
val last = Iterables.getLast(t.getResult().getAttempts()) | |
if (attempts > 1) { | |
val previous = t.getResult().getAttempts().get(attempts - 1) | |
println( | |
"Record failed to put - %s : %s. Previous failure - %s : %s".format( | |
last.getErrorCode(), | |
last.getErrorMessage(), | |
previous.getErrorCode(), | |
previous.getErrorMessage() | |
) | |
) | |
} else { | |
println( | |
"Record failed to put - %s : %s".format( | |
last.getErrorCode(), | |
last.getErrorMessage() | |
) | |
) | |
} | |
} | |
is UnexpectedMessageException -> { | |
println( | |
"Record failed to put due to unexpected message received from native layer - " + t | |
) | |
} | |
else -> println("Exception during put: " + t) | |
} | |
} | |
override fun onSuccess(result: UserRecordResult?) { | |
completed.getAndIncrement() | |
} | |
} | |
val putOneRecord: () -> Unit = { | |
val data: ByteBuffer = generateData() | |
val f = producer.addUserRecord(STREAM_NAME, TIMESTAMP, randomExplicitHashKey(), data) | |
Futures.addCallback(f, callback, callbackThreadPool) | |
} | |
fun printProgress(exec: ScheduledExecutorService, startTime: Long) { | |
exec.scheduleAtFixedRate( | |
object : Runnable { | |
override fun run() { | |
val secondsRun = ((System.nanoTime() - startTime) / 1e9) | |
val put: Long = sequenceNumber.get() | |
val total: Long = RECORDS_PER_SECOND.toLong() * SECONDS_TO_RUN | |
val putPercent: Double = 100.0 * put / total | |
val done: Long = completed.get() | |
val donePercent: Double = 100.0 * done / total | |
val pps = done / secondsRun | |
println( | |
"Put %d of %d so far (%.2f %%), %d have completed (%.2f %%). PPS: %.2f".format( | |
put, | |
total, | |
putPercent, | |
done, | |
donePercent, | |
pps | |
) | |
) | |
println( | |
"Oldest future as of now in millis is %s".format( | |
producer.getOldestRecordTimeInMillis() | |
) | |
) | |
} | |
}, | |
1, | |
1, | |
TimeUnit.SECONDS | |
) | |
} | |
fun executeAtTargetRate( | |
exec: ScheduledExecutorService, | |
task: Runnable, | |
counter: AtomicLong, | |
durationSeconds: Int, | |
ratePerSecond: Int | |
) { | |
exec.scheduleWithFixedDelay( | |
object : Runnable { | |
val startTime = System.nanoTime() | |
override fun run() { | |
val secondsRun = ((System.nanoTime() - startTime) / 1e9) | |
val targetCount = (Math.min(durationSeconds.toDouble(), secondsRun) * ratePerSecond) | |
while (counter.get() < targetCount) { | |
counter.getAndIncrement() | |
try { | |
task.run() | |
} catch (e: Exception) { | |
println("Error running task: " + e) | |
System.exit(1) | |
} | |
} | |
if (secondsRun >= durationSeconds) { | |
exec.shutdown() | |
} | |
} | |
}, | |
0, | |
1, | |
TimeUnit.MILLISECONDS | |
) | |
} | |
println("Starting producer") | |
println( | |
"Stream name: %s Region: %s secondsToRun %d".format(STREAM_NAME, AWS_REGION, SECONDS_TO_RUN) | |
) | |
println("Will attempt to run the KPL at %f MB/s...".format(1 * RECORDS_PER_SECOND / (1000.0))) | |
printProgress(EXECUTOR, System.nanoTime()) | |
executeAtTargetRate(EXECUTOR, putOneRecord, sequenceNumber, SECONDS_TO_RUN, RECORDS_PER_SECOND) | |
EXECUTOR.awaitTermination(SECONDS_TO_RUN + 1L, TimeUnit.SECONDS) | |
println("Waiting for remaining puts to finish...") | |
producer.flushSync() | |
println("All records complete") | |
producer.destroy() | |
println("Finished") | |
producer.flushSync() | |
println("All records complete") | |
producer.destroy() | |
println("Finished") | |
} |
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