我正在使用Spark 2.3.1和Connector/J 5.1.47。
我写了一个简单的程序来检查 Metastore 的连接性:
from pyspark.context import SparkContext
from pyspark.sql import SparkSession
from pyspark.conf import SparkConf
conf = SparkConf()
conf.set("javax.jdo.option.ConnectionURL", "jdbc:mysql://localhost/my_metastore?createDatabaseIfNotExist=true&useSSL=false")
conf.set("javax.jdo.option.ConnectionDriverName", "com.mysql.jdbc.Driver")
conf.set("javax.jdo.option.ConnectionUserName", "root")
conf.set("javax.jdo.option.ConnectionPassword", "****")
spark = SparkSession.builder \
.config(conf=conf) \
.enableHiveSupport() \
.getOrCreate()
spark.sql("SELECT NOW()").collect()
spark.stop()
令我惊讶的是,我发现停止 spark 会话后,metastore 连接仍然处于活动状态!
mysql> show processlist;
+------+------+-----------------+--------------+---------+------+----------+------------------+
| Id | User | Host | db | Command | Time | State | Info |
+------+------+-----------------+--------------+---------+------+----------+------------------+
| 3 | lc | localhost | NULL | Query | 0 | starting | show processlist |
| 4342 | root | localhost:54368 | my_metastore | Sleep | 5 | | NULL |
| 4343 | root | localhost:54369 | my_metastore | Sleep | 5 | | NULL |
| 4346 | root | localhost:54372 | my_metastore | Sleep | 5 | | NULL |
| 4347 | root | localhost:54373 | my_metastore | Sleep | 5 | | NULL |
+------+------+-----------------+--------------+---------+------+----------+------------------+
5 rows in set (0.00 sec)
知道这是 Spark 还是 Connector/J 的错误吗?