com.intel.analytics.zoo.serving.engine.FlinkRedisSink.scala Maven / Gradle / Ivy

Go to download
/*
 * Copyright 2018 Analytics Zoo Authors.
 *
 * Licensed under the Apache License, Version 2.0 (the "License");
 * you may not use this file except in compliance with the License.
 * You may obtain a copy of the License at
 *
 *     http://www.apache.org/licenses/LICENSE-2.0
 *
 * Unless required by applicable law or agreed to in writing, software
 * distributed under the License is distributed on an "AS IS" BASIS,
 * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
 * See the License for the specific language governing permissions and
 * limitations under the License.
 */


package com.intel.analytics.zoo.serving.engine

import com.intel.analytics.zoo.serving.pipeline.RedisIO
import com.intel.analytics.zoo.serving.utils.{ClusterServingHelper, Conventions, SerParams}
import org.apache.flink.configuration.Configuration
import org.apache.flink.streaming.api.functions.sink.{RichSinkFunction, SinkFunction}
import org.apache.log4j.Logger
import redis.clients.jedis.{Jedis, JedisPool, JedisPoolConfig}


class FlinkRedisSink(params: SerParams) extends RichSinkFunction[List[(String, String)]] {
  var jedis: Jedis = null
  var logger: Logger = null

  override def open(parameters: Configuration): Unit = {
    logger = Logger.getLogger(getClass)

    if (params.redisSecureEnabled) {
      System.setProperty("javax.net.ssl.trustStore", params.redisSecureTrustStorePath)
      System.setProperty("javax.net.ssl.trustStorePassword", params.redisSecureTrustStoreToken)
      System.setProperty("javax.net.ssl.keyStoreType", "JKS")
      System.setProperty("javax.net.ssl.keyStore", params.redisSecureTrustStorePath)
      System.setProperty("javax.net.ssl.keyStorePassword", params.redisSecureTrustStoreToken)
    }
    if (JedisPoolHolder.jedisPool == null) {
      JedisPoolHolder.synchronized {
        if (JedisPoolHolder.jedisPool == null) {
          JedisPoolHolder.jedisPool = new JedisPool(new JedisPoolConfig(),
            params.redisHost, params.redisPort, params.redisTimeout, params.redisSecureEnabled)
        }
      }
    }

    params.redisSecureEnabled match {
      case true => logger.info(s"FlinkRedisSink connect to secured Redis successfully.")
      case false => logger.info(s"FlinkRedisSink connect to plain Redis successfully.")
    }
    jedis = RedisIO.getRedisClient(JedisPoolHolder.jedisPool)

  }

  override def close(): Unit = {
    if (null != jedis) {
      jedis.close()
    }
  }

  override def invoke(value: List[(String, String)], context: SinkFunction.Context[_]): Unit = {
    val ppl = jedis.pipelined()
    var cnt = 0
    value.foreach(v => {
      RedisIO.writeHashMap(ppl, v._1, v._2, params.jobName)
      if (v._2 != "NaN") {
        cnt += 1
      }
    })
    ppl.sync()
    logger.debug(s"${cnt} valid records written to redis")
  }

}
object JedisPoolHolder {
  var jedisPool: JedisPool = null
}