Kafka、Redis工具类

package com.yyds.realime.util

import java.io.InputStreamReader
import java.nio.charset.StandardCharsets
import java.util.Properties


object MyPropertiesUtil {
  def load(propertiesName:String):Properties = {
    val prop: Properties = new Properties()
    // 从class文件中，进行加载
    val inputStreamReader: InputStreamReader = new InputStreamReader(
      Thread.currentThread().getContextClassLoader.getResourceAsStream(propertiesName),
      StandardCharsets.UTF_8
    )
    prop.load(inputStreamReader)
    prop
  }

  
  def main(args: Array[String]): Unit = {
    val prop: Properties = MyPropertiesUtil.load("config.properties")
    val str: String = prop.getProperty("kafka.broker.list")
    println(str)
  }
}

package com.yyds.realime.util

import java.util.Properties

import org.apache.kafka.clients.consumer.ConsumerRecord
import org.apache.kafka.common.TopicPartition
import org.apache.kafka.common.serialization.StringDeserializer
import org.apache.spark.streaming.StreamingContext
import org.apache.spark.streaming.dstream.InputDStream
import org.apache.spark.streaming.kafka010.{ConsumerStrategies, KafkaUtils, LocationStrategies}

object KafkaUtil {

  private val properties: Properties = MyPropertiesUtil.load("config.properties")
  val broker_list = properties.getProperty("kafka.broker.list")
  // kafka 消费者配置
  var kafkaParam = collection.mutable.Map(
    "bootstrap.servers" -> broker_list, //用于初始化链接到集群的地址
    "key.deserializer" -> classOf[StringDeserializer],
    "value.deserializer" -> classOf[StringDeserializer],
    //用于标识这个消费者属于哪个消费团体
    "group.id" -> "gmall2021_group",
    //latest 自动重置偏移量为最新的偏移量
    "auto.offset.reset" -> "latest",
    //如果是 true，则这个消费者的偏移量会在后台自动提交,但是 kafka 宕机容易丢失数据
    //如果是 false，会需要手动维护 kafka 偏移量
    "enable.auto.commit" -> (false: java.lang.Boolean)
  )

  // 创建 DStream，返回接收到的输入数据
  def getKafkaStream(topic: String,
                     ssc: StreamingContext): InputDStream[ConsumerRecord[String, String]] = {
    val dStream = KafkaUtils.createDirectStream[String, String](
      ssc,
      LocationStrategies.PreferConsistent,
      ConsumerStrategies.Subscribe[String, String](Array(topic), kafkaParam)
    )
    dStream
  }

  def getKafkaStream(topic: String,
                     ssc: StreamingContext,
                     groupId: String): InputDStream[ConsumerRecord[String, String]] = {
    kafkaParam("group.id") = groupId
    val dStream = KafkaUtils.createDirectStream[String, String](
      ssc,
      LocationStrategies.PreferConsistent,
      ConsumerStrategies.Subscribe[String, String](Array(topic), kafkaParam))
    dStream
  }

  
  def getKafkaStream(
                      topic: String,
                      ssc: StreamingContext,
                      offsets: Map[TopicPartition, Long],
                      groupId: String): InputDStream[ConsumerRecord[String, String]] = {
    kafkaParam("group.id") = groupId
    val dStream = KafkaUtils.createDirectStream[String, String](
      ssc,
      LocationStrategies.PreferConsistent,
      ConsumerStrategies.Subscribe[String, String](Array(topic), kafkaParam, offsets))
    dStream
  }
}

package com.yyds.realime.util

import redis.clients.jedis.{Jedis, JedisPool, JedisPoolConfig}


object JedisUtil {
  var jedisPool: JedisPool = null

  def getJedisClient: Jedis = {
    if (jedisPool == null) {
      val config = MyPropertiesUtil.load("config.properties")
      val host = config.getProperty("redis.host")
      val port = config.getProperty("redis.port")
      val jedisPoolConfig = new JedisPoolConfig()
      jedisPoolConfig.setMaxTotal(100) //最大连接数
      jedisPoolConfig.setMaxIdle(20) //最大空闲
      jedisPoolConfig.setMinIdle(20) //最小空闲
      jedisPoolConfig.setBlockWhenExhausted(true) //忙碌时是否等待
      jedisPoolConfig.setMaxWaitMillis(5000) //忙碌时等待时长 毫秒
      jedisPoolConfig.setTestOnBorrow(true) //每次获得连接的进行测试
      jedisPool = new JedisPool(jedisPoolConfig, host, port.toInt)
    }
    jedisPool.getResource
  }


}