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• web3-event-streamer
• 0.2.8
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• Transformations.java

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io.keyko.monitoring.preprocessing.Transformations Maven / Gradle / Ivy

package io.keyko.monitoring.preprocessing;

import io.keyko.monitoring.exceptions.EventFromLogException;
import io.keyko.monitoring.exceptions.TypeConversionException;
import io.keyko.monitoring.schemas.*;
import io.keyko.monitoring.serde.Web3MonitoringSerdes;
import io.keyko.monitoring.services.EventLogService;
import io.keyko.monitoring.services.KafkaProducerService;
import org.apache.kafka.common.serialization.Serdes;
import org.apache.kafka.streams.kstream.Joined;
import org.apache.kafka.streams.kstream.KStream;
import org.apache.kafka.streams.kstream.KTable;
import org.apache.log4j.Logger;

import java.lang.reflect.InvocationTargetException;
import java.lang.reflect.Method;
import java.util.ArrayList;
import java.util.Arrays;
import java.util.List;

public class Transformations {

  private static Logger log = Logger.getLogger(Transformations.class);

  /**
   * Join the events with the corresponding block to track the timestamp of mining.
   *
   * @param eventStream Stream with the confirmed events
   * @param blockStream Table with the blocks
   * @return KStream
   */
  public static KStream joinEventWithBlock(KStream eventStream, KTable blockStream) {
    return eventStream
      .selectKey((key, event) -> event.getBlockHash())
      .join(blockStream,
        (event, block) -> {
          EventBlockRecord eventblock = new EventBlockRecord();
          eventblock.setEvent(event);
          eventblock.setBlock(block);
          eventblock.setId(event.getId());
          eventblock.setRetries(event.getRetries());
          return eventblock;
        },
        Joined.with(Serdes.String(), Web3MonitoringSerdes.getEventSerde(), Web3MonitoringSerdes.getBlockSerde())
      )
      .selectKey((key, event) -> event.getId());
  }

  /**
   * Join the views with the corresponding block to track the timestamp of mining.
   *
   * @param viewStream  Stream with the confirmed views
   * @param blockStream Table with the blocks
   * @return KStream
   */

  public static KStream joinViewWithBlock(KStream viewStream, KTable blockStream) {
    return viewStream
      .selectKey((key, view) -> view.getBlockHash())
      .join(blockStream,
        (view, block) -> {
          ViewBlockRecord viewBlock = new ViewBlockRecord();
          viewBlock.setId(view.getId());
          viewBlock.setRetries(view.getRetries());
          viewBlock.setBlock(block);
          viewBlock.setView(view);
          return viewBlock;
        },
        Joined.with(Serdes.String(), Web3MonitoringSerdes.getViewSerde(), Web3MonitoringSerdes.getBlockSerde())
      )
      .selectKey((key, view) -> view.getId())
      ;

  }

  /**
   * Transform the ViewBlock records into a TimeSeriesRecord
   *
   * @param stream
   * @return
   */
  public static KStream transformToTimeSeries(KStream stream) {

    return stream.mapValues(viewBlock -> {

      List