【发布时间】:2015-12-31 13:41:54
【问题描述】:
我正在尝试使用dplyr.spark.hive 包连接HiveServer2,但我发生了一个错误,我无法将用户名传递给dbConnect 函数,这可能是我收到错误的原因关于NULLclient_protocol。
有谁知道如何解决这个问题或如何将user/username 传递给dbConnect 函数,其中驱动程序是JDBC?
这个beeline 请求对我来说很好
beeline -u "jdbc:hive2://host:port/dbname;auth=noSasl" -n mkosinski --outputformat=tsv --incremental=true -f sql_statement.sql > sql_output
但是这个R 等效不:
> library(dplyr.spark.hive)
Warning: changing locked binding for ‘over’ in ‘dplyr’ whilst loading ‘dplyr.spark.hive’
Warning: changing locked binding for ‘partial_eval’ in ‘dplyr’ whilst loading ‘dplyr.spark.hive’
Warning: changing locked binding for ‘default_op’ in ‘dplyr’ whilst loading ‘dplyr.spark.hive’
Attaching package: ‘dplyr.spark.hive’
The following object is masked from ‘package:SparkR’:
cache
Warning messages:
1: replacing previous import by ‘purrr::%>%’ when loading ‘dplyr.spark.hive’
2: replacing previous import by ‘purrr::order_by’ when loading ‘dplyr.spark.hive’
> Sys.setenv(HADOOP_JAR = "/opt/spark-1.5.0-bin-hadoop2.4/lib/spark-assembly-1.5.0-hadoop2.4.0.jar")
> Sys.setenv(HIVE_SERVER2_THRIFT_BIND_HOST = 'tools-1.hadoop.srv')
> Sys.setenv(HIVE_SERVER2_THRIFT_PORT = '10000')
> host = 'tools-1.hadoop.srv'
> port = 10000
> driverclass = "org.apache.hive.jdbc.HiveDriver"
> Sys.setenv(HADOOP_JAR = "/opt/spark-1.5.0-bin-hadoop2.4/lib/spark-assembly-1.5.0-hadoop2.4.0.jar")
> library(RJDBC)
> dr = JDBC(driverclass, Sys.getenv("HADOOP_JAR"))
> #url = paste0("jdbc:hive2://", host, ":", port)
> url = paste0("jdbc:hive2://", host, ":", port,"/loghost;auth=noSasl")
> class = "Hive"
> con.class = paste0(class, "Connection") # class = "Hive"
> con = new(con.class, dbConnect(dr, url, username = "mkosinski", database = "loghost"))
log4j:WARN No appenders could be found for logger (org.apache.hive.jdbc.Utils).
log4j:WARN Please initialize the log4j system properly.
log4j:WARN See http://logging.apache.org/log4j/1.2/faq.html#noconfig for more info.
Error in .jcall(drv@jdrv, "Ljava/sql/Connection;", "connect", as.character(url)[1], :
java.sql.SQLException: Could not establish connection to jdbc:hive2://tools-1.hadoop.srv:10000/loghost;auth=noSasl: Required field 'client_protocol' is unset! Struct:TOpenSessionReq(client_protocol:null, configuration:{use:database=loghost})
> con = new(con.class, dbConnect(dr, url, username = "mkosinski"))
Error in .jcall(drv@jdrv, "Ljava/sql/Connection;", "connect", as.character(url)[1], :
java.sql.SQLException: Could not establish connection to jdbc:hive2://tools-1.hadoop.srv:10000/loghost;auth=noSasl: Required field 'client_protocol' is unset! Struct:TOpenSessionReq(client_protocol:null, configuration:{use:database=loghost})
编辑 1
我尝试使用不同的.jar 进行连接(如 cmets 中所建议的那样),看起来之前的问题已解决(我可能使用了错误的.jar)但现在我收到一个错误,告诉我连接不知何故未配置:
> Sys.setenv(HADOOP_HOME="/usr/share/hadoop/share/hadoop/common/")
> Sys.setenv(HIVE_HOME = '/opt/hive/lib/')
> host = 'tools-1.hadoop.srv'
> port = 10000
> driverclass = "org.apache.hive.jdbc.HiveDriver"
> library(RJDBC)
Loading required package: DBI
Loading required package: rJava
> dr = JDBC(driverclass,classPath = c("/opt/hive/lib/hive-jdbc-1.0.0-standalone.jar"))
> dr2 = JDBC(driverclass,classPath = c("/opt/hive/lib/hive-jdbc-1.0.0-standalone.jar",
+ "/opt/hive/lib/commons-configuration-1.6.jar"))
> url = paste0("jdbc:hive2://", host, ":", port)
> dbConnect(dr, url, username = "mkosinski", database = "loghost") -> cont
log4j:WARN No appenders could be found for logger (org.apache.hive.jdbc.Utils).
log4j:WARN Please initialize the log4j system properly.
log4j:WARN See http://logging.apache.org/log4j/1.2/faq.html#noconfig for more info.
Error in .jcall(drv@jdrv, "Ljava/sql/Connection;", "connect", as.character(url)[1], :
java.lang.NoClassDefFoundError: org/apache/hadoop/conf/Configuration
> dbConnect(dr2, url, username = "mkosinski", database = "loghost") -> cont
Error in .jcall(drv@jdrv, "Ljava/sql/Connection;", "connect", as.character(url)[1], :
java.lang.NoClassDefFoundError: org/apache/hadoop/conf/Configuration
> sessionInfo()
R version 3.1.3 (2015-03-09)
Platform: x86_64-redhat-linux-gnu (64-bit)
Running under: CentOS Linux 7 (Core)
locale:
[1] LC_CTYPE=en_US.UTF-8 LC_NUMERIC=C LC_TIME=en_US.UTF-8 LC_COLLATE=en_US.UTF-8
[5] LC_MONETARY=en_US.UTF-8 LC_MESSAGES=en_US.UTF-8 LC_PAPER=en_US.UTF-8 LC_NAME=en_US.UTF-8
[9] LC_ADDRESS=en_US.UTF-8 LC_TELEPHONE=en_US.UTF-8 LC_MEASUREMENT=en_US.UTF-8 LC_IDENTIFICATION=en_US.UTF-8
attached base packages:
[1] stats graphics grDevices utils datasets methods base
other attached packages:
[1] RJDBC_0.2-5 rJava_0.9-7 DBI_0.3.1
loaded via a namespace (and not attached):
[1] tools_3.1.3
【问题讨论】:
-
我的 2 美分:该错误消息闻起来像 Hadoop / Hive JAR 的客户端配置问题,比其他任何事情都重要(例如,参见 stackoverflow.com/questions/30931599/…)。您连接到哪个版本的 HiveServer2?哪个版本的 JDBC 驱动程序实际上是从 R 作业的 CLASSPATH 中挑选出来的?
-
@SamsonScharfrichter 感谢您让我大开眼界。我会检查所有版本是否兼容 hive-client、hive-jdbc 和 hiveserver2
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@SamsonScharfrichter 我检查了我的 hive 版本是 1.0.0 并且我的 hive-jdbc.jar 也是版本 1.0.0 - 我不知道如何检查 HiveServer2 的版本。此外,我不知道 R 作业的 CLASSPATH 是什么
-
好的,我知道
classpath是一个指向 jar 的路径向量,当使用 JDBC 时需要连接到 hiveserver2。也许我应该添加这里列出的 morde 罐子streever.atlassian.net/wiki/pages/… -
对于 Hive 1.0,它应该归结为
hive-jdbc-standalone(大的一个 ~ 18 MB)加上,仅对于 Kerberos 集群,hadoop-common/hadoop-auth/commons-configuration加上可选的,只是为了关闭警告,slf4j-log4j12.jar/log4j.jar