spark streaming无法使用spark sql

Question

我在spark streaming过程中遇到了一个问题。在它被流式传输并传递给"parse“方法后，我得到了空记录。

我的代码：

import spark.implicits._
import org.apache.spark.sql.types._
import org.apache.spark.sql.Encoders
import org.apache.spark.streaming._
import org.apache.spark.sql.functions._
import org.apache.spark.sql.SparkSession
import spark.implicits._
import org.apache.spark.sql.types.{StructType, StructField, StringType, 
IntegerType}
import org.apache.spark.sql.functions._
import org.apache.spark.sql.SparkSession
import spark.implicits._
import org.apache.spark.sql.types.{StructType, StructField, StringType, 
IntegerType}
import org.apache.spark.SparkConf
import org.apache.spark.streaming.{Seconds, StreamingContext}
import org.apache.spark.storage.StorageLevel
import java.util.regex.Pattern
import java.util.regex.Matcher
import org.apache.spark.sql.hive.HiveContext;
import org.apache.spark.sql.streaming.Trigger
import org.apache.spark.sql._

val conf = new SparkConf().setAppName("streamHive").setMaster("local[*]").set("spark.driver.allowMultipleContexts", "true")

val ssc = new StreamingContext(conf, Seconds(5))    

val sc=ssc.sparkContext

val lines = ssc.textFileStream("file:///home/sadr/testHive")

case class Prices(name: String, age: String,sex: String, location: String)
val sqlContext = new org.apache.spark.sql.SQLContext(sc)

def parse (rdd : org.apache.spark.rdd.RDD[String] ) = 
{
var l = rdd.map(_.split(","))
val prices = l.map(p => Prices(p(0),p(1),p(2),p(3)))
val pricesDf = sqlContext.createDataFrame(prices)
pricesDf.registerTempTable("prices")
pricesDf.show()
var x = sqlContext.sql("select count(*) from prices")
x.show()}
lines.foreachRDD { rdd => parse(rdd)} 
lines.print()
ssc.start()

我的输入文件：

cat test1.csv

Riaz,32,M,uk
tony,23,M,india
manu,33,M,china
imart,34,F,AUS

我得到了这个输出：

lines.foreachRDD { rdd => parse(rdd)}

lines.print()

ssc.start()

scala> +----+---+---+--------+
|name|age|sex|location|
+----+---+---+--------+
+----+---+---+--------+

我正在使用Spark版本2.3....在添加X.SHOW()之后，我得到以下错误：

​

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Answer 1

不确定您是否真的能够读取这些流。

textFileStream只读取程序启动后添加到目录中的新文件，而不读取现有文件。文件已经在那里了吗？如果是，将其从目录中删除，启动程序并再次复制该文件？