从sparklyr和/或pyspark连接到mysql

时间:2018-05-17 18:02:31

标签: mysql apache-spark pyspark sparklyr

我正在尝试连接到本地托管的mysql数据库。我尝试了两个系统--R和Python。

以下是我的设置.profile

的屏幕截图

enter image description here

和.bash_profile

enter image description here

这是我做的:

  • 试图将pyspark连接到本地mysql,我收到错误见下面(pyspark的跟踪错误)

    Py4JJavaError Traceback(最近一次调用最后一次)          in()               5 sparkClassPath = os.getenv('SPARK_CLASSPATH','/ Users / me / mysql-connectctor-java-8.0./mysql-connector-java-8.0.11.jar')               6 sqlContext = SQLContext(SparkContext.getOrCreate())         ----> 7 sqlContext.read.format(“jdbc”)。options(url =“jdbc:mysql://127.0.0.1:4040”,driver =“com.mysql.jdbc.Driver”,dbtable =“product”,user = “根”,口令= '')。负载()

        ~/Documents/spark/spark-2.2.1-bin-hadoop2.7/python/pyspark/sql/readwriter.py in load(self, path, format, schema, **options)
            163             return self._df(self._jreader.load(self._spark._sc._jvm.PythonUtils.toSeq(path)))
            164         else:
        --> 165             return self._df(self._jreader.load())
            166 
            167     @since(1.4)
    
    ~/Documents/spark/spark-2.2.1-bin-hadoop2.7/python/lib/py4j-0.10.4-src.zip/py4j/java_gateway.py in __call__(self, *args)
       1131         answer = self.gateway_client.send_command(command)
       1132         return_value = get_return_value(
    -> 1133             answer, self.gateway_client, self.target_id, self.name)
       1134 
       1135         for temp_arg in temp_args:
    
    ~/Documents/spark/spark-2.2.1-bin-hadoop2.7/python/pyspark/sql/utils.py in deco(*a, **kw)
         61     def deco(*a, **kw):
         62         try:
    ---> 63             return f(*a, **kw)
         64         except py4j.protocol.Py4JJavaError as e:
         65             s = e.java_exception.toString()
    
    ~/Documents/spark/spark-2.2.1-bin-hadoop2.7/python/lib/py4j-0.10.4-src.zip/py4j/protocol.py in get_return_value(answer, gateway_client, target_id, name)
        317                 raise Py4JJavaError(
        318                     "An error occurred while calling {0}{1}{2}.\n".
    --> 319                     format(target_id, ".", name), value)
        320             else:
        321                 raise Py4JError(
    
    Py4JJavaError: An error occurred while calling o93.load.
    : java.lang.ClassNotFoundException: com.mysql.jdbc.Driver
        at java.net.URLClassLoader.findClass(URLClassLoader.java:381)
        at java.lang.ClassLoader.loadClass(ClassLoader.java:424)
        at java.lang.ClassLoader.loadClass(ClassLoader.java:357)
        at org.apache.spark.sql.execution.datasources.jdbc.DriverRegistry$.register(DriverRegistry.scala:38)
        at org.apache.spark.sql.execution.datasources.jdbc.JDBCOptions$$anonfun$6.apply(JDBCOptions.scala:78)
        at org.apache.spark.sql.execution.datasources.jdbc.JDBCOptions$$anonfun$6.apply(JDBCOptions.scala:78)
        at scala.Option.foreach(Option.scala:257)
        at org.apache.spark.sql.execution.datasources.jdbc.JDBCOptions.<init>(JDBCOptions.scala:78)
        at org.apache.spark.sql.execution.datasources.jdbc.JDBCOptions.<init>(JDBCOptions.scala:34)
        at org.apache.spark.sql.execution.datasources.jdbc.JdbcRelationProvider.createRelation(JdbcRelationProvider.scala:34)
        at org.apache.spark.sql.execution.datasources.DataSource.resolveRelation(DataSource.scala:307)
        at org.apache.spark.sql.DataFrameReader.load(DataFrameReader.scala:178)
        at org.apache.spark.sql.DataFrameReader.load(DataFrameReader.scala:146)
        at sun.reflect.NativeMethodAccessorImpl.invoke0(Native Method)
        at sun.reflect.NativeMethodAccessorImpl.invoke(NativeMethodAccessorImpl.java:62)
        at sun.reflect.DelegatingMethodAccessorImpl.invoke(DelegatingMethodAccessorImpl.java:43)
        at java.lang.reflect.Method.invoke(Method.java:498)
        at py4j.reflection.MethodInvoker.invoke(MethodInvoker.java:244)
        at py4j.reflection.ReflectionEngine.invoke(ReflectionEngine.java:357)
        at py4j.Gateway.invoke(Gateway.java:280)
        at py4j.commands.AbstractCommand.invokeMethod(AbstractCommand.java:132)
        at py4j.commands.CallCommand.execute(CallCommand.java:79)
        at py4j.GatewayConnection.run(GatewayConnection.java:214)
        at java.lang.Thread.run(Thread.java:748)
    
  • 试图连接到sparlyr到本地mysql,我收到错误,见下文(sparklyr的跟踪错误)

sparklyr的跟踪错误 enter image description here

问题:如何从pyspark或sparklyr连接到mysql?

1 个答案:

答案 0 :(得分:0)

几年前,

SPARK_CLASSPATH已被弃用,不再受支持。假设jar包含有效的驱动程序版本,请使用:

  • spark.jars配置选项。

或合并:

  • spark.driver.extraClassPath
  • spark.executor.extraClassPath

选项。