Reputation: 103
I'am trying to use the mongo hadoop connector with pig or streaming to load/store data from mongodb. using pig i have following problem:
$cat process.pig
REGISTER /usr/hdp/2.2.4.2-2/hadoop/lib/mongo-java-driver-3.0.2.jar
REGISTER /usr/hdp/2.2.4.2-2/hadoop/lib/mongo-hadoop-core-1.4.0.jar
REGISTER /usr/hdp/2.2.4.2-2/hadoop/lib/mongo-hadoop-pig-1.4.0.jar
SET mapreduce.map.speculative false
SET mapreduce.reduce.speculative false
SET mapreduce.fileoutputcommitter.marksuccessfuljobs false
SET mongo.auth.uri 'mongodb://hadoop:[email protected]:27017/admin'
raw = LOAD 'mongodb://hadoop:[email protected]:27017/hadoop.collection'
USING com.mongodb.hadoop.pig.MongoLoader('id:chararray, t:chararray, c_s:map[]');
writing the data into a bson file with
STORE raw
INTO 'file:///tmp/pig_without_limit_bson'
USING com.mongodb.hadoop.pig.BSONStorage('id');
works and i'am able to import the file with mongorestore.
writing to mongodb with
STORE raw
INTO 'mongodb://hadoop:[email protected]:27017/hadoop.out'
USING com.mongodb.hadoop.pig.MongoInsertStorage('id:chararray, t:chararray', 'id');
does not work and produces following error:
Input(s):
Failed to read data from "mongodb://hadoop:[email protected]:27017/hadoop.collection"
Output(s):
Failed to produce result in "mongodb://hadoop:[email protected]:27017/hadoop.out"
$cat pig.log
Error: java.lang.IllegalStateException: state should be: open
at com.mongodb.assertions.Assertions.isTrue(Assertions.java:70)
at com.mongodb.connection.BaseCluster.selectServer(BaseCluster.java:79)
at com.mongodb.binding.ClusterBinding$ClusterBindingConnectionSource.<init>(ClusterBinding.java:75)
at com.mongodb.binding.ClusterBinding$ClusterBindingConnectionSource.<init>(ClusterBinding.java:71)
at com.mongodb.binding.ClusterBinding.getWriteConnectionSource(ClusterBinding.java:68)
at com.mongodb.operation.OperationHelper.withConnection(OperationHelper.java:175)
at com.mongodb.operation.MixedBulkWriteOperation.execute(MixedBulkWriteOperation.java:141)
at com.mongodb.operation.MixedBulkWriteOperation.execute(MixedBulkWriteOperation.java:72)
at com.mongodb.Mongo.execute(Mongo.java:745)
at com.mongodb.Mongo$2.execute(Mongo.java:728)
at com.mongodb.DBCollection.executeBulkWriteOperation(DBCollection.java:1968)
at com.mongodb.DBCollection.executeBulkWriteOperation(DBCollection.java:1962)
at com.mongodb.BulkWriteOperation.execute(BulkWriteOperation.java:98)
at com.mongodb.hadoop.output.MongoOutputCommitter.commitTask(MongoOutputCommitter.java:133)
at org.apache.pig.backend.hadoop.executionengine.mapReduceLayer.PigOutputCommitter.commitTask(PigOutputCommitter.java:356)
at org.apache.hadoop.mapred.Task.commit(Task.java:1163)
at org.apache.hadoop.mapred.Task.done(Task.java:1025)
at org.apache.hadoop.mapred.MapTask.run(MapTask.java:345)
at org.apache.hadoop.mapred.YarnChild$2.run(YarnChild.java:163)
at java.security.AccessController.doPrivileged(Native Method)
at javax.security.auth.Subject.doAs(Subject.java:415)
at org.apache.hadoop.security.UserGroupInformation.doAs(UserGroupInformation.java:1628)
at org.apache.hadoop.mapred.YarnChild.main(YarnChild.java:158)
Pig Stack Trace
---------------
ERROR 0: java.io.IOException: No FileSystem for scheme: mongodb
org.apache.pig.backend.executionengine.ExecException: ERROR 0: java.io.IOException: No FileSystem for scheme: mongodb
at org.apache.pig.backend.hadoop.executionengine.mapReduceLayer.MapReduceLauncher.launchPig(MapReduceLauncher.java:535)
at org.apache.pig.backend.hadoop.executionengine.HExecutionEngine.launchPig(HExecutionEngine.java:280)
at org.apache.pig.PigServer.launchPlan(PigServer.java:1390)
at org.apache.pig.PigServer.executeCompiledLogicalPlan(PigServer.java:1375)
at org.apache.pig.PigServer.execute(PigServer.java:1364)
at org.apache.pig.PigServer.executeBatch(PigServer.java:415)
at org.apache.pig.PigServer.executeBatch(PigServer.java:398)
at org.apache.pig.tools.grunt.GruntParser.executeBatch(GruntParser.java:171)
at org.apache.pig.tools.grunt.GruntParser.parseStopOnError(GruntParser.java:234)
at org.apache.pig.tools.grunt.GruntParser.parseStopOnError(GruntParser.java:205)
at org.apache.pig.tools.grunt.Grunt.exec(Grunt.java:81)
at org.apache.pig.Main.run(Main.java:495)
at org.apache.pig.Main.main(Main.java:170)
at sun.reflect.NativeMethodAccessorImpl.invoke0(Native Method)
at sun.reflect.NativeMethodAccessorImpl.invoke(NativeMethodAccessorImpl.java:57)
at sun.reflect.DelegatingMethodAccessorImpl.invoke(DelegatingMethodAccessorImpl.java:43)
at java.lang.reflect.Method.invoke(Method.java:606)
at org.apache.hadoop.util.RunJar.run(RunJar.java:221)
at org.apache.hadoop.util.RunJar.main(RunJar.java:136)
Caused by: java.io.IOException: No FileSystem for scheme: mongodb
at org.apache.hadoop.fs.FileSystem.getFileSystemClass(FileSystem.java:2607)
at org.apache.hadoop.fs.FileSystem.createFileSystem(FileSystem.java:2614)
at org.apache.hadoop.fs.FileSystem.access$200(FileSystem.java:91)
at org.apache.hadoop.fs.FileSystem$Cache.getInternal(FileSystem.java:2653)
at org.apache.hadoop.fs.FileSystem$Cache.get(FileSystem.java:2635)
at org.apache.hadoop.fs.FileSystem.get(FileSystem.java:370)
at org.apache.hadoop.fs.Path.getFileSystem(Path.java:296)
at org.apache.pig.StoreFunc.cleanupOnFailureImpl(StoreFunc.java:193)
at org.apache.pig.StoreFunc.cleanupOnFailure(StoreFunc.java:161)
at org.apache.pig.backend.hadoop.executionengine.mapReduceLayer.MapReduceLauncher.launchPig(MapReduceLauncher.java:526)
... 18 more
However, if using the limit operator (even if limiting to enormous figures) all documents are saved into mongodb.
raw_limited = limit raw 1000000;
STORE raw_limited
INTO 'mongodb://hadoop:[email protected]:27017/hadoop.out'
USING com.mongodb.hadoop.pig.MongoInsertStorage('id:chararray, t:chararray', 'id');
results in
Input(s):
Successfully read 100 records (638 bytes) from:
Output(s):
Successfully stored 100 records (18477 bytes) in:
$mongo hadoop
>> db.out.count()
100
why is that and how can it be fixed? did i miss something?
Upvotes: 1
Views: 588
Reputation: 103
Seems to be a bug in the mongo java driver. It works, if using version 3.0.4 of the mongo java driver.
Upvotes: 1