Hi Umesh, This is on top of my list of the week. But If you already have input data somewhere on s3/hdfs, nothing stops you from trying the DeltaStreamer tool or writing a simple spark job depending on hoodie-spark. Whats your eventual deployment strategy?
Thanks Vinoth On Mon, Apr 22, 2019 at 6:09 AM Umesh Kacha <[email protected]> wrote: > Hi Vinoth can you please help with this I quickly want to try HoodieJavaApp > it seems to be partially working in my local setup with some run time > dependencies failure as mentioned in the previous email. > > On Sat, Apr 20, 2019, 10:18 AM Umesh Kacha <[email protected]> wrote: > > > Thanks Vinoth yes please that would be great HoodieJavaApp moved out of > > test and working. > > > > On Sat, Apr 20, 2019, 6:09 AM Vinoth Chandar < > > [email protected]> wrote: > > > >> Sorry. Not following. If you are building your own spark job using > hudi, > >> then you just pull in hoodie-spark module > >> > >> http://hudi.apache.org/writing_data.html#datasource-writer > >> > >> > >> Spark bundle can be used with —jars option on spark-shell etc to query > the > >> datasets. > >> > >> Does that help? Can you describe what you are trying to accomplish? > >> > >> Checking again, do you need a patch with the HoodieJavaApp moved out of > >> tests and working? > >> > >> On Fri, Apr 19, 2019 at 12:01 PM Umesh Kacha <[email protected]> > >> wrote: > >> > >> > Thanks Vinoth how do I know what all spark jars and their versions I > was > >> > expecting hoodie-spark-bundle-0.4.5.jar would do that since it's an > uber > >> > jar but it's not recently I found I had to add spark maven coordinates > >> > separately in pom file. Anyways if you can give me list of jars I can > >> put > >> > in a classpath and run. > >> > > >> > On Fri, Apr 19, 2019, 11:40 PM Vinoth Chandar <[email protected]> > >> wrote: > >> > > >> > > Looks like a class mismatch error on Hadoop jars.. Easiest way to do > >> > this, > >> > > is to pull the code into IntelliJ, add the spark jars folder to > >> module's > >> > > class path and then run the test by right clicking > run > >> > > > >> > > I can prep a patch for you if you'd like. lmk > >> > > > >> > > Thanks > >> > > Vinoth > >> > > > >> > > On Thu, Apr 18, 2019 at 8:46 AM Umesh Kacha <[email protected]> > >> > wrote: > >> > > > >> > > > Hi Vinoth, I could manage running HoodieJavaApp in my local maven > >> > project > >> > > > there I had to copy the following classes which were used by > >> > > HoodieJavaApp. > >> > > > Inside HoodieJavaTest main I am creating object of HoodieJavaApp > >> which > >> > > just > >> > > > runs with all default options. > >> > > > > >> > > > [image: image.png] > >> > > > > >> > > > However I get the following error which seems like one of the run > >> time > >> > > > dependencies missing. Please guide. > >> > > > > >> > > > Exception in thread "main" > >> > > > com.uber.hoodie.exception.HoodieUpsertException: Failed to upsert > >> for > >> > > > commit time 20190418210326 > >> > > > at > >> com.uber.hoodie.HoodieWriteClient.upsert(HoodieWriteClient.java:175) > >> > > > at > >> > > > > >> > > > >> > > >> > com.uber.hoodie.DataSourceUtils.doWriteOperation(DataSourceUtils.java:153) > >> > > > at > >> > > > > >> > > > >> > > >> > com.uber.hoodie.HoodieSparkSqlWriter$.write(HoodieSparkSqlWriter.scala:149) > >> > > > at > >> com.uber.hoodie.DefaultSource.createRelation(DefaultSource.scala:91) > >> > > > at > >> > > > > >> > > > >> > > >> > org.apache.spark.sql.execution.datasources.DataSource.write(DataSource.scala:426) > >> > > > at > >> org.apache.spark.sql.DataFrameWriter.save(DataFrameWriter.scala:215) > >> > > > at > >> org.apache.spark.sql.DataFrameWriter.save(DataFrameWriter.scala:198) > >> > > > at HoodieJavaApp.run(HoodieJavaApp.java:143) > >> > > > at HoodieJavaApp.main(HoodieJavaApp.java:67) > >> > > > Caused by: org.apache.spark.SparkException: Job aborted due to > stage > >> > > > failure: Task 0 in stage 27.0 failed 1 times, most recent failure: > >> Lost > >> > > > task 0.0 in stage 27.0 (TID 49, localhost, executor driver): > >> > > > java.lang.RuntimeException: > >> > > com.uber.hoodie.exception.HoodieIndexException: > >> > > > Error checking bloom filter index. > >> > > > at > >> > > > > >> > > > >> > > >> > com.uber.hoodie.func.LazyIterableIterator.next(LazyIterableIterator.java:121) > >> > > > at > >> > > > > >> > > > >> > > >> > scala.collection.convert.Wrappers$JIteratorWrapper.next(Wrappers.scala:43) > >> > > > at scala.collection.Iterator$$anon$12.nextCur(Iterator.scala:434) > >> > > > at scala.collection.Iterator$$anon$12.hasNext(Iterator.scala:440) > >> > > > at scala.collection.Iterator$$anon$13.hasNext(Iterator.scala:461) > >> > > > at scala.collection.Iterator$$anon$12.hasNext(Iterator.scala:439) > >> > > > at > >> > > > > >> > > > >> > > >> > org.apache.spark.shuffle.sort.BypassMergeSortShuffleWriter.write(BypassMergeSortShuffleWriter.java:126) > >> > > > at > >> > > > > >> > > > >> > > >> > org.apache.spark.scheduler.ShuffleMapTask.runTask(ShuffleMapTask.scala:96) > >> > > > at > >> > > > > >> > > > >> > > >> > org.apache.spark.scheduler.ShuffleMapTask.runTask(ShuffleMapTask.scala:53) > >> > > > at org.apache.spark.scheduler.Task.run(Task.scala:99) > >> > > > at > >> > org.apache.spark.executor.Executor$TaskRunner.run(Executor.scala:282) > >> > > > at > >> > > > > >> > > > >> > > >> > java.util.concurrent.ThreadPoolExecutor.runWorker(ThreadPoolExecutor.java:1142) > >> > > > at > >> > > > > >> > > > >> > > >> > java.util.concurrent.ThreadPoolExecutor$Worker.run(ThreadPoolExecutor.java:617) > >> > > > at java.lang.Thread.run(Thread.java:745) > >> > > > Caused by: com.uber.hoodie.exception.HoodieIndexException: Error > >> > checking > >> > > > bloom filter index. > >> > > > at > >> > > > > >> > > > >> > > >> > com.uber.hoodie.index.bloom.HoodieBloomIndexCheckFunction$LazyKeyCheckIterator.computeNext(HoodieBloomIndexCheckFunction.java:196) > >> > > > at > >> > > > > >> > > > >> > > >> > com.uber.hoodie.index.bloom.HoodieBloomIndexCheckFunction$LazyKeyCheckIterator.computeNext(HoodieBloomIndexCheckFunction.java:90) > >> > > > at > >> > > > > >> > > > >> > > >> > com.uber.hoodie.func.LazyIterableIterator.next(LazyIterableIterator.java:119) > >> > > > ... 13 more > >> > > > Caused by: java.lang.NoSuchMethodError: > >> > > > > >> > > > >> > > >> > org.apache.hadoop.conf.Configuration.addResource(Lorg/apache/hadoop/conf/Configuration;)V > >> > > > at > >> > > > > >> > > > >> > > >> > com.uber.hoodie.common.util.ParquetUtils.filterParquetRowKeys(ParquetUtils.java:79) > >> > > > at > >> > > > > >> > > > >> > > >> > com.uber.hoodie.index.bloom.HoodieBloomIndexCheckFunction.checkCandidatesAgainstFile(HoodieBloomIndexCheckFunction.java:68) > >> > > > at > >> > > > > >> > > > >> > > >> > com.uber.hoodie.index.bloom.HoodieBloomIndexCheckFunction$LazyKeyCheckIterator.computeNext(HoodieBloomIndexCheckFunction.java:166) > >> > > > ... 15 more > >> > > > > >> > > > Driver stacktrace: > >> > > > at org.apache.spark.scheduler.DAGScheduler.org > >> > > > > >> > > > >> > > >> > $apache$spark$scheduler$DAGScheduler$$failJobAndIndependentStages(DAGScheduler.scala:1435) > >> > > > at > >> > > > > >> > > > >> > > >> > org.apache.spark.scheduler.DAGScheduler$$anonfun$abortStage$1.apply(DAGScheduler.scala:1423) > >> > > > at > >> > > > > >> > > > >> > > >> > org.apache.spark.scheduler.DAGScheduler$$anonfun$abortStage$1.apply(DAGScheduler.scala:1422) > >> > > > at > >> > > > > >> > > > >> > > >> > scala.collection.mutable.ResizableArray$class.foreach(ResizableArray.scala:59) > >> > > > at > >> scala.collection.mutable.ArrayBuffer.foreach(ArrayBuffer.scala:48) > >> > > > at > >> > > > > >> > > > >> > > >> > org.apache.spark.scheduler.DAGScheduler.abortStage(DAGScheduler.scala:1422) > >> > > > at > >> > > > > >> > > > >> > > >> > org.apache.spark.scheduler.DAGScheduler$$anonfun$handleTaskSetFailed$1.apply(DAGScheduler.scala:802) > >> > > > at > >> > > > > >> > > > >> > > >> > org.apache.spark.scheduler.DAGScheduler$$anonfun$handleTaskSetFailed$1.apply(DAGScheduler.scala:802) > >> > > > at scala.Option.foreach(Option.scala:257) > >> > > > at > >> > > > > >> > > > >> > > >> > org.apache.spark.scheduler.DAGScheduler.handleTaskSetFailed(DAGScheduler.scala:802) > >> > > > at > >> > > > > >> > > > >> > > >> > org.apache.spark.scheduler.DAGSchedulerEventProcessLoop.doOnReceive(DAGScheduler.scala:1650) > >> > > > at > >> > > > > >> > > > >> > > >> > org.apache.spark.scheduler.DAGSchedulerEventProcessLoop.onReceive(DAGScheduler.scala:1605) > >> > > > at > >> > > > > >> > > > >> > > >> > org.apache.spark.scheduler.DAGSchedulerEventProcessLoop.onReceive(DAGScheduler.scala:1594) > >> > > > at org.apache.spark.util.EventLoop$$anon$1.run(EventLoop.scala:48) > >> > > > at > >> > org.apache.spark.scheduler.DAGScheduler.runJob(DAGScheduler.scala:628) > >> > > > at org.apache.spark.SparkContext.runJob(SparkContext.scala:1918) > >> > > > at org.apache.spark.SparkContext.runJob(SparkContext.scala:1931) > >> > > > at org.apache.spark.SparkContext.runJob(SparkContext.scala:1944) > >> > > > at org.apache.spark.SparkContext.runJob(SparkContext.scala:1958) > >> > > > at > org.apache.spark.rdd.RDD$$anonfun$collect$1.apply(RDD.scala:935) > >> > > > at > >> > > > > >> > > > >> > > >> > org.apache.spark.rdd.RDDOperationScope$.withScope(RDDOperationScope.scala:151) > >> > > > at > >> > > > > >> > > > >> > > >> > org.apache.spark.rdd.RDDOperationScope$.withScope(RDDOperationScope.scala:112) > >> > > > at org.apache.spark.rdd.RDD.withScope(RDD.scala:362) > >> > > > at org.apache.spark.rdd.RDD.collect(RDD.scala:934) > >> > > > at > >> > > > > >> > > > >> > > >> > org.apache.spark.rdd.PairRDDFunctions$$anonfun$countByKey$1.apply(PairRDDFunctions.scala:375) > >> > > > at > >> > > > > >> > > > >> > > >> > org.apache.spark.rdd.PairRDDFunctions$$anonfun$countByKey$1.apply(PairRDDFunctions.scala:375) > >> > > > at > >> > > > > >> > > > >> > > >> > org.apache.spark.rdd.RDDOperationScope$.withScope(RDDOperationScope.scala:151) > >> > > > at > >> > > > > >> > > > >> > > >> > org.apache.spark.rdd.RDDOperationScope$.withScope(RDDOperationScope.scala:112) > >> > > > at org.apache.spark.rdd.RDD.withScope(RDD.scala:362) > >> > > > at > >> > > > > >> > > > >> > > >> > org.apache.spark.rdd.PairRDDFunctions.countByKey(PairRDDFunctions.scala:374) > >> > > > at > >> > > > >> org.apache.spark.api.java.JavaPairRDD.countByKey(JavaPairRDD.scala:312) > >> > > > at > >> > > > > >> > > > >> > > >> > com.uber.hoodie.table.WorkloadProfile.buildProfile(WorkloadProfile.java:64) > >> > > > at > >> > com.uber.hoodie.table.WorkloadProfile.<init>(WorkloadProfile.java:56) > >> > > > at > >> > > > > >> > > > >> > > >> > com.uber.hoodie.HoodieWriteClient.upsertRecordsInternal(HoodieWriteClient.java:428) > >> > > > at > >> com.uber.hoodie.HoodieWriteClient.upsert(HoodieWriteClient.java:170) > >> > > > ... 8 more > >> > > > Caused by: java.lang.RuntimeException: > >> > > > com.uber.hoodie.exception.HoodieIndexException: Error checking > bloom > >> > > filter > >> > > > index. > >> > > > at > >> > > > > >> > > > >> > > >> > com.uber.hoodie.func.LazyIterableIterator.next(LazyIterableIterator.java:121) > >> > > > at > >> > > > > >> > > > >> > > >> > scala.collection.convert.Wrappers$JIteratorWrapper.next(Wrappers.scala:43) > >> > > > at scala.collection.Iterator$$anon$12.nextCur(Iterator.scala:434) > >> > > > at scala.collection.Iterator$$anon$12.hasNext(Iterator.scala:440) > >> > > > at scala.collection.Iterator$$anon$13.hasNext(Iterator.scala:461) > >> > > > at scala.collection.Iterator$$anon$12.hasNext(Iterator.scala:439) > >> > > > at > >> > > > > >> > > > >> > > >> > org.apache.spark.shuffle.sort.BypassMergeSortShuffleWriter.write(BypassMergeSortShuffleWriter.java:126) > >> > > > at > >> > > > > >> > > > >> > > >> > org.apache.spark.scheduler.ShuffleMapTask.runTask(ShuffleMapTask.scala:96) > >> > > > at > >> > > > > >> > > > >> > > >> > org.apache.spark.scheduler.ShuffleMapTask.runTask(ShuffleMapTask.scala:53) > >> > > > at org.apache.spark.scheduler.Task.run(Task.scala:99) > >> > > > at > >> > org.apache.spark.executor.Executor$TaskRunner.run(Executor.scala:282) > >> > > > at > >> > > > > >> > > > >> > > >> > java.util.concurrent.ThreadPoolExecutor.runWorker(ThreadPoolExecutor.java:1142) > >> > > > at > >> > > > > >> > > > >> > > >> > java.util.concurrent.ThreadPoolExecutor$Worker.run(ThreadPoolExecutor.java:617) > >> > > > at java.lang.Thread.run(Thread.java:745) > >> > > > Caused by: com.uber.hoodie.exception.HoodieIndexException: Error > >> > checking > >> > > > bloom filter index. > >> > > > at > >> > > > > >> > > > >> > > >> > com.uber.hoodie.index.bloom.HoodieBloomIndexCheckFunction$LazyKeyCheckIterator.computeNext(HoodieBloomIndexCheckFunction.java:196) > >> > > > at > >> > > > > >> > > > >> > > >> > com.uber.hoodie.index.bloom.HoodieBloomIndexCheckFunction$LazyKeyCheckIterator.computeNext(HoodieBloomIndexCheckFunction.java:90) > >> > > > at > >> > > > > >> > > > >> > > >> > com.uber.hoodie.func.LazyIterableIterator.next(LazyIterableIterator.java:119) > >> > > > ... 13 more > >> > > > Caused by: java.lang.NoSuchMethodError: > >> > > > > >> > > > >> > > >> > org.apache.hadoop.conf.Configuration.addResource(Lorg/apache/hadoop/conf/Configuration;)V > >> > > > at > >> > > > > >> > > > >> > > >> > com.uber.hoodie.common.util.ParquetUtils.filterParquetRowKeys(ParquetUtils.java:79) > >> > > > at > >> > > > > >> > > > >> > > >> > com.uber.hoodie.index.bloom.HoodieBloomIndexCheckFunction.checkCandidatesAgainstFile(HoodieBloomIndexCheckFunction.java:68) > >> > > > at > >> > > > > >> > > > >> > > >> > com.uber.hoodie.index.bloom.HoodieBloomIndexCheckFunction$LazyKeyCheckIterator.computeNext(HoodieBloomIndexCheckFunction.java:166) > >> > > > ... 15 more > >> > > > > >> > > > On Thu, Apr 18, 2019 at 7:53 PM Vinoth Chandar <[email protected] > > > >> > > wrote: > >> > > > > >> > > >> Hi Umesh, > >> > > >> > >> > > >> IIUC, your suggestion is without the need to checkout/build > source > >> > code, > >> > > >> one should be able to run the sample app? That does seem fair to > >> me. > >> > We > >> > > >> had to move test data generator out of tests to place this under > >> > source > >> > > >> code. > >> > > >> > >> > > >> I am hoping something like hoodie-bench could be a more > >> comprehensive > >> > > >> replacement for this mid term. > >> > > >> https://github.com/apache/incubator-hudi/pull/623/files > Thoughts? > >> > > >> > >> > > >> But, in the short term, let us know if it becomes too cumbersome > >> for > >> > you > >> > > >> to > >> > > >> try out HoodieJavaApp. > >> > > >> > >> > > >> Thanks > >> > > >> Vinoth > >> > > >> > >> > > >> On Thu, Apr 18, 2019 at 6:00 AM Umesh Kacha < > [email protected] > >> > > >> > > >> wrote: > >> > > >> > >> > > >> > I can see there is a todo do what I suggested, > >> > > >> > > >> > > >> > #TODO - Need to move TestDataGenerator and HoodieJavaApp out of > >> > tests > >> > > >> > > >> > > >> > On Thu, Apr 18, 2019 at 2:23 PM Umesh Kacha < > >> [email protected]> > >> > > >> wrote: > >> > > >> > > >> > > >> > > Ok this useful class should have been part of utility and > >> should > >> > be > >> > > >> able > >> > > >> > > to run out of the box as IMHO developer need not necessarily > >> build > >> > > >> > project. > >> > > >> > > I tried to create a maven project where I kept > >> hoodie-spark-bundle > >> > > as > >> > > >> > > dependency and copied HoodieJavaApp and DataSourceTestUtils > >> class > >> > > >> into it > >> > > >> > > but it does not compile. I have bee told here that > >> > > >> hoodie-spark-bundle is > >> > > >> > > uber jar but I doubt it is. > >> > > >> > > > >> > > >> > > On Thu, Apr 18, 2019 at 1:44 PM Jing Chen < > >> [email protected]> > >> > > >> wrote: > >> > > >> > > > >> > > >> > >> Hi Umesh, > >> > > >> > >> I believe *HoodieJavaApp *is a test class under > >> *hoodie-spark.* > >> > > >> > >> AFAIK, test classes are not supposed to be included in the > >> > > artifact. > >> > > >> > >> However, if you want to build an artifact where you have > >> access > >> > to > >> > > >> test > >> > > >> > >> classes, you would build from source code. > >> > > >> > >> Once you build the hoodie project, you are able to find a > test > >> > jar > >> > > >> that > >> > > >> > >> includes *HoodieJavaApp *under > >> > > >> > >> > *hoodie-spark/target/hoodie-spark-0.4.5-SNAPSHOT-tests.jar**.* > >> > > >> > >> > >> > > >> > >> Thanks > >> > > >> > >> Jing > >> > > >> > >> > >> > > >> > >> On Wed, Apr 17, 2019 at 11:10 PM Umesh Kacha < > >> > > [email protected]> > >> > > >> > >> wrote: > >> > > >> > >> > >> > > >> > >> > Hi I am not able to import class HoodieJavaApp using any > of > >> the > >> > > >> maven > >> > > >> > >> jars. > >> > > >> > >> > I tried hooodie-spark-bundle and hoodie-spark both. It > >> simply > >> > > does > >> > > >> not > >> > > >> > >> find > >> > > >> > >> > this class. I am using 0.4.5. Please guide. > >> > > >> > >> > > >> > > >> > >> > Regards, > >> > > >> > >> > Umesh > >> > > >> > >> > > >> > > >> > >> > >> > > >> > > > >> > > >> > > >> > > >> > >> > > > > >> > > > >> > > >> > > >
