Created
September 5, 2015 05:10
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package com.trlln.bbb.stream | |
import java.text.SimpleDateFormat | |
import java.util.Date | |
import com.amazonaws.auth.EnvironmentVariableCredentialsProvider | |
import com.amazonaws.services.lambda.runtime.Context | |
import com.amazonaws.services.lambda.runtime.events.KinesisEvent | |
import com.amazonaws.services.lambda.runtime.events.KinesisEvent.KinesisEventRecord | |
import com.google.protobuf.InvalidProtocolBufferException | |
import com.trlln.bbb.proto.Proto.{MissionHistory, MissionHistoryStat} | |
import com.trlln.bbb.repository.Repository | |
import com.trlln.bbb.repository.aws.AwsConfig | |
import com.twitter.util.{Await, Future} | |
import scala.collection.JavaConversions._ | |
import scala.collection.mutable | |
object MissionHistoryAnalyzer { | |
val dateFormat = new SimpleDateFormat("yyyy-MM-dd") | |
val idPrefix = "mission-history-stat" | |
val credentials = new EnvironmentVariableCredentialsProvider().getCredentials | |
val config = new AwsConfig() | |
.withDynamoEndpoint("https://dynamodb.ap-northeast-1.amazonaws.com") | |
.withAccessKey(credentials.getAWSAccessKeyId) | |
.withSecretKey(credentials.getAWSSecretKey) | |
// TODO: credentials seem wrong and dynamodb returns errors | |
val repository = Repository(config) | |
def run(event: KinesisEvent, context: Context): Unit = { | |
val groupedByDate = groupHistoriesByDate(event.getRecords) | |
val futures = groupedByDate.map { | |
case (date, histories) => | |
updateStat(date, histories) | |
} | |
Await.result(Future.join(futures.toSeq)) | |
} | |
private def updateStat(date: String, histories: Iterable[MissionHistory]): Future[Option[MissionHistoryStat]] = { | |
getOrInitializeStatBuilder(date, histories) | |
.map(aggregateStat(histories)) | |
.flatMap(putStat) | |
} | |
private def getOrInitializeStatBuilder(date: String, histories: Iterable[MissionHistory]): Future[MissionHistoryStat.Builder] = { | |
val id = s"${idPrefix}:${histories.last.getMissionId}:${date}" | |
repository.missionHistoryStat.get(id).map { | |
case Some(stat) => | |
MissionHistoryStat.newBuilder(stat) | |
case _ => | |
MissionHistoryStat.newBuilder().setId(id) | |
} | |
} | |
private def aggregateStat(histories: Iterable[MissionHistory])(builder: MissionHistoryStat.Builder): MissionHistoryStat.Builder = { | |
val accountIds = mutable.Set[String]() | |
for (history <- histories) { | |
if (history.hasFinishedAt) { | |
history.getResult match { | |
case MissionHistory.Result.LOST => | |
builder.setLost(builder.getLost + 1) | |
case MissionHistory.Result.DRAW => | |
builder.setDraw(builder.getDraw + 1) | |
case MissionHistory.Result.WON => | |
builder.setWon(builder.getWon + 1) | |
} | |
} else { | |
builder.setUnfinished(builder.getUnfinished + 1) | |
} | |
accountIds += history.getAccountId | |
} | |
builder.setAccounts(accountIds.size) | |
} | |
private def putStat(builder: MissionHistoryStat.Builder): Future[Option[MissionHistoryStat]] = { | |
repository.missionHistoryStat.put(builder) | |
} | |
private def groupHistoriesByDate(records: java.util.List[KinesisEventRecord]): Map[String, Iterable[MissionHistory]] = { | |
val histories = mutable.Map[String, MissionHistory]() | |
for (record: KinesisEventRecord <- records) { | |
try { | |
val history = MissionHistory | |
.parseFrom(record.getKinesis.getData.array) | |
if (history.hasFinishedAt) { | |
histories(history.getId) = history | |
} else { | |
if (!histories.isDefinedAt(history.getId)) { | |
histories(history.getId) = history | |
} | |
} | |
} catch { | |
case _: InvalidProtocolBufferException => | |
} | |
} | |
histories.values.groupBy { history => | |
val timestamp = if (history.hasFinishedAt) { | |
new Date(history.getFinishedAt) | |
} else { | |
new Date(history.getStartedAt) | |
} | |
dateFormat.format(timestamp) | |
} | |
} | |
} |
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