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Posted to reviews@spark.apache.org by GitBox <gi...@apache.org> on 2019/04/20 02:59:39 UTC
[GitHub] [spark] wangyum opened a new pull request #24422:
[SPARK-27524][BUILD] Remove the parquet-provided support
wangyum opened a new pull request #24422: [SPARK-27524][BUILD] Remove the parquet-provided support
URL: https://github.com/apache/spark/pull/24422
## What changes were proposed in this pull request?
The Parquet file format is the default data source to use in input/output.
The `parquet-provided` profile will be confusing for end users:
1. Build Spark with `parquet-provided`:
```
./dev/make-distribution.sh --name 2.7 --tgz -Phadoop-2.7 -Phive -Pparquet-provided
```
2. Save the ML model:
```java
scala> model.save("/tmp/spark/w2v")
java.util.ServiceConfigurationError: org.apache.spark.sql.sources.DataSourceRegister: Provider org.apache.spark.sql.execution.datasources.parquet.ParquetFileFormat could not be instantiated
at java.util.ServiceLoader.fail(ServiceLoader.java:232)
at java.util.ServiceLoader.access$100(ServiceLoader.java:185)
at java.util.ServiceLoader$LazyIterator.nextService(ServiceLoader.java:384)
at java.util.ServiceLoader$LazyIterator.next(ServiceLoader.java:404)
at java.util.ServiceLoader$1.next(ServiceLoader.java:480)
at scala.collection.convert.Wrappers$JIteratorWrapper.next(Wrappers.scala:44)
at scala.collection.Iterator.foreach(Iterator.scala:941)
at scala.collection.Iterator.foreach$(Iterator.scala:941)
at scala.collection.AbstractIterator.foreach(Iterator.scala:1429)
at scala.collection.IterableLike.foreach(IterableLike.scala:74)
at scala.collection.IterableLike.foreach$(IterableLike.scala:73)
at scala.collection.AbstractIterable.foreach(Iterable.scala:56)
at scala.collection.TraversableLike.filterImpl(TraversableLike.scala:250)
at scala.collection.TraversableLike.filterImpl$(TraversableLike.scala:248)
at scala.collection.AbstractTraversable.filterImpl(Traversable.scala:108)
at scala.collection.TraversableLike.filter(TraversableLike.scala:262)
at scala.collection.TraversableLike.filter$(TraversableLike.scala:262)
at scala.collection.AbstractTraversable.filter(Traversable.scala:108)
at org.apache.spark.sql.execution.datasources.DataSource$.lookupDataSource(DataSource.scala:632)
at org.apache.spark.sql.DataFrameWriter.save(DataFrameWriter.scala:252)
at org.apache.spark.sql.DataFrameWriter.save(DataFrameWriter.scala:233)
at org.apache.spark.sql.DataFrameWriter.parquet(DataFrameWriter.scala:607)
at org.apache.spark.ml.feature.Word2VecModel$Word2VecModelWriter.saveImpl(Word2Vec.scala:352)
at org.apache.spark.ml.util.MLWriter.save(ReadWrite.scala:168)
at org.apache.spark.ml.util.MLWritable.save(ReadWrite.scala:287)
at org.apache.spark.ml.util.MLWritable.save$(ReadWrite.scala:287)
at org.apache.spark.ml.feature.Word2VecModel.save(Word2Vec.scala:210)
... 47 elided
Caused by: java.lang.NoClassDefFoundError: org/apache/parquet/hadoop/ParquetOutputFormat$JobSummaryLevel
at java.lang.Class.getDeclaredConstructors0(Native Method)
at java.lang.Class.privateGetDeclaredConstructors(Class.java:2671)
at java.lang.Class.getConstructor0(Class.java:3075)
at java.lang.Class.newInstance(Class.java:412)
at java.util.ServiceLoader$LazyIterator.nextService(ServiceLoader.java:380)
... 71 more
Caused by: java.lang.ClassNotFoundException: org.apache.parquet.hadoop.ParquetOutputFormat$JobSummaryLevel
at java.net.URLClassLoader.findClass(URLClassLoader.java:382)
at java.lang.ClassLoader.loadClass(ClassLoader.java:424)
at sun.misc.Launcher$AppClassLoader.loadClass(Launcher.java:349)
at java.lang.ClassLoader.loadClass(ClassLoader.java:357)
... 76 more
```
The end users will be confused about the relationship between Parquet and ML models.
## How was this patch tested?
manual tests
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