当我尝试在spark上解析Json时java.lang.NoSuchMethodError

Question

当我尝试在spark上使用com.typesafe.play play-json 2.4.0时，我遇到了一些问题。 以下代码在spark服务器上有例外，但它在我的电脑上完美运行。

val json = Json.parse(json_string)

例外：

java.lang.NoSuchMethodError: com.fasterxml.jackson.core.JsonToken.id()I
    at play.api.libs.json.jackson.JsValueDeserializer.deserialize(JacksonJson.scala:122)
    at play.api.libs.json.jackson.JsValueDeserializer.deserialize(JacksonJson.scala:108)
    at play.api.libs.json.jackson.JsValueDeserializer.deserialize(JacksonJson.scala:103)
    at com.fasterxml.jackson.databind.ObjectMapper._readValue(ObjectMapper.java:2860)
    at com.fasterxml.jackson.databind.ObjectMapper.readValue(ObjectMapper.java:1569)
    at play.api.libs.json.jackson.JacksonJson$.parseJsValue(JacksonJson.scala:226)
    at play.api.libs.json.Json$.parse(Json.scala:21)
    at org.soprism.kafka.connector.TwitterToCassandraPostsParser$.ParseJson(TwitterToCassandraPostsParser.scala:74)
    at org.soprism.kafka.connector.TwitterToCassandraPostsParser$$anonfun$1$$anonfun$apply$1.apply(TwitterToCassandraPostsParser.scala:65)
    at org.soprism.kafka.connector.TwitterToCassandraPostsParser$$anonfun$1$$anonfun$apply$1.apply(TwitterToCassandraPostsParser.scala:65)
    at scala.collection.Iterator$class.foreach(Iterator.scala:727)
    at scala.collection.AbstractIterator.foreach(Iterator.scala:1157)
    at org.apache.spark.rdd.RDD$$anonfun$foreach$1.apply(RDD.scala:798)
    at org.apache.spark.rdd.RDD$$anonfun$foreach$1.apply(RDD.scala:798)
    at org.apache.spark.SparkContext$$anonfun$runJob$5.apply(SparkContext.scala:1503)
    at org.apache.spark.SparkContext$$anonfun$runJob$5.apply(SparkContext.scala:1503)
    at org.apache.spark.scheduler.ResultTask.runTask(ResultTask.scala:61)
    at org.apache.spark.scheduler.Task.run(Task.scala:64)
    at org.apache.spark.executor.Executor$TaskRunner.run(Executor.scala:203)
    at java.util.concurrent.ThreadPoolExecutor.runWorker(ThreadPoolExecutor.java:1145)
    at java.util.concurrent.ThreadPoolExecutor$Worker.run(ThreadPoolExecutor.java:615)
    at java.lang.Thread.run(Thread.java:745)

我使用spark-submit命令来执行它

这似乎是两个版本的杰克逊图书馆不兼容。 我该如何解决？

谢谢

Answer 1

Spark节点不会检查您的依赖项。 您需要构建一个包含所有依赖项的超级jar，并将其传递给Spark，以便分发到不同的节点。

Answer 2

Oozie在共享的lib fodler中有很多过时的jackson库：

[cloudera@quickstart oozie]$ sudo -u hdfs hadoop fs -ls -R /user/oozie/share | grep -i jackson-core
-rwxrwxrwx   1 oozie supergroup     191738 2015-11-18 03:00 /user/oozie/share/lib/hive/jackson-core-2.2.2.jar
-rw-r--r--   1 oozie supergroup     191738 2015-11-18 03:02 /user/oozie/share/lib/lib_20151118030154/hcatalog/jackson-core-2.2.2.jar
-rw-r--r--   1 oozie supergroup     227500 2015-11-18 03:02 /user/oozie/share/lib/lib_20151118030154/hcatalog/jackson-core-asl-1.8.8.jar
-rw-r--r--   1 oozie supergroup     191738 2015-11-18 03:02 /user/oozie/share/lib/lib_20151118030154/hive/jackson-core-2.2.2.jar
-rw-r--r--   1 oozie supergroup     227500 2015-11-18 03:02 /user/oozie/share/lib/lib_20151118030154/hive/jackson-core-asl-1.8.8.jar
-rw-r--r--   1 oozie supergroup     227500 2015-11-18 03:02 /user/oozie/share/lib/lib_20151118030154/hive2/jackson-core-asl-1.8.8.jar
-rw-r--r--   1 oozie supergroup     227500 2015-11-18 03:01 /user/oozie/share/lib/lib_20151118030154/pig/jackson-core-asl-1.8.8.jar
-rw-r--r--   1 oozie supergroup     192699 2015-11-18 03:02 /user/oozie/share/lib/lib_20151118030154/spark/jackson-core-2.2.3.jar
-rw-r--r--   1 oozie supergroup     227500 2015-11-18 03:02 /user/oozie/share/lib/lib_20151118030154/spark/jackson-core-asl-1.8.8.jar
-rw-r--r--   1 oozie supergroup     197986 2015-11-18 03:02 /user/oozie/share/lib/lib_20151118030154/sqoop/jackson-core-2.3.1.jar
-rwxrwxrwx   1 oozie supergroup     227500 2015-11-18 03:00 /user/oozie/share/lib/pig/jackson-core-asl-1.8.8.jar
-rwxrwxrwx   1 oozie supergroup     195678 2015-11-18 03:00 /user/oozie/share/lib/sqoop/jackson-core-2.3.1.jar
-rwxrwxrwx   1 oozie supergroup     224637 2015-11-18 03:00 /user/oozie/share/lib/sqoop/jackson-core-asl-1.8.8.jar
[cloudera@quickstart oozie]$ 

在workflow.xml中使用以下props：

<property>
    <name>oozie.launcher.mapreduce.task.classpath.user.precedence</name>
    <value>true</value>
</property>

这是Oozie的一个错误。 请查看以下链接了解详情： https ： //issues.apache.org/jira/browse/OOZIE-2066
http://gbif.blogspot.com.by/2014/11/upgrading-our-cluster-from-cdh4-to-cdh5.html

不要忘记在超级罐中添加杰克逊为Oozie lib。