pyspark连接mysql数据库报错

使用pyspark连接mysql数据库代码如下

python 复制代码

spark_conf = SparkConf().setAppName("MyApp").setMaster("local")

spark = SparkSession.builder.config(conf=spark_conf).getOrCreate()

url = "jdbc:mysql://localhost:3306/test?useUnicode=true&characterEncoding=UTF-8&useSSL=false"
table_name = "tab_tf"
properties = {
    "user": "root",
    "password": "root"
}

# 读取 MySQL 数据库中的数据
df = spark.read.jdbc(url=url, table=table_name, properties=properties)
# 展示数据
df.show()

执行时报错了，错误信息如下：

py4j.protocol.Py4JJavaError: An error occurred while calling o32.jdbc.

: java.sql.SQLException: No suitable driver

at java.sql.DriverManager.getDriver(DriverManager.java:315)

at org.apache.spark.sql.execution.datasources.jdbc.JDBCOptions$$anonfun$6.apply(JDBCOptions.scala:105)

at org.apache.spark.sql.execution.datasources.jdbc.JDBCOptions$$anonfun$6.apply(JDBCOptions.scala:105)

at scala.Option.getOrElse(Option.scala:121)

at org.apache.spark.sql.execution.datasources.jdbc.JDBCOptions.<init>(JDBCOptions.scala:104)

at org.apache.spark.sql.execution.datasources.jdbc.JDBCOptions.<init>(JDBCOptions.scala:35)

at org.apache.spark.sql.execution.datasources.jdbc.JdbcRelationProvider.createRelation(JdbcRelationProvider.scala:32)

at org.apache.spark.sql.execution.datasources.DataSource.resolveRelation(DataSource.scala:332)

at org.apache.spark.sql.DataFrameReader.loadV1Source(DataFrameReader.scala:242)

at org.apache.spark.sql.DataFrameReader.load(DataFrameReader.scala:230)

at org.apache.spark.sql.DataFrameReader.load(DataFrameReader.scala:186)

at org.apache.spark.sql.DataFrameReader.jdbc(DataFrameReader.scala:257)

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:282)

at py4j.commands.AbstractCommand.invokeMethod(AbstractCommand.java:132)

at py4j.commands.CallCommand.execute(CallCommand.java:79)

at py4j.GatewayConnection.run(GatewayConnection.java:238)

at java.lang.Thread.run(Thread.java:748)

经查询，是因为spark中缺少连接MySQL的驱动程序，于是乎下载了与自己mysql数据库版本一致的jar包，下载地址：https://downloads.mysql.com/archives/c-j/

查询mysql版本命令：mysql -V

下载完成后，解压，将mysql-connector-java-8.0.30.jar拷贝到spark安装目录的libs中

重新执行程序，问题解决，执行结果如下：

参考：py4j.protocol.Py4JJavaError: An error occurred while calling o32.jdbc.-CSDN博客