Weichen Xu created SPARK-27454:
----------------------------------
Summary: Spark image datasource fail when encounter some illegal
images
Key: SPARK-27454
URL: https://issues.apache.org/jira/browse/SPARK-27454
Project: Spark
Issue Type: Bug
Components: ML, SQL
Affects Versions: 2.4.1
Reporter: Weichen Xu
Spark image datasource fail when encounter some illegal images. Such as
exception following:
```
org.apache.spark.SparkException: Job aborted due to stage failure: Task 0 in
stage 6.0 failed 4 times, most recent failure: Lost task 0.3 in stage 6.0 (TID
132, 10.95.233.69, executor 0): java.lang.IllegalArgumentException: Numbers of
source Raster bands and source color space components do not match:
at java.awt.image.ColorConvertOp.filter(ColorConvertOp.java:482) at
com.sun.imageio.plugins.jpeg.JPEGImageReader.acceptPixels(JPEGImageReader.java:1280)
at com.sun.imageio.plugins.jpeg.JPEGImageReader.readImage(Native Method) at
com.sun.imageio.plugins.jpeg.JPEGImageReader.readInternal(JPEGImageReader.java:1247)
at
com.sun.imageio.plugins.jpeg.JPEGImageReader.read(JPEGImageReader.java:1050) at
javax.imageio.ImageIO.read(ImageIO.java:1448) at
javax.imageio.ImageIO.read(ImageIO.java:1352) at
org.apache.spark.ml.image.ImageSchema$.decode(ImageSchema.scala:136) at
org.apache.spark.ml.source.image.ImageFileFormat$$anonfun$buildReader$2.apply(ImageFileFormat.scala:84)
at
org.apache.spark.ml.source.image.ImageFileFormat$$anonfun$buildReader$2.apply(ImageFileFormat.scala:70)
at
org.apache.spark.sql.execution.datasources.FileFormat$$anon$1.apply(FileFormat.scala:147)
at
org.apache.spark.sql.execution.datasources.FileFormat$$anon$1.apply(FileFormat.scala:134)
at
org.apache.spark.sql.execution.datasources.FileScanRDD$$anon$1$$anon$2.getNext(FileScanRDD.scala:226)
at org.apache.spark.util.NextIterator.hasNext(NextIterator.scala:73) at
org.apache.spark.sql.execution.datasources.FileScanRDD$$anon$1.hasNext(FileScanRDD.scala:196)
at
org.apache.spark.sql.execution.datasources.FileScanRDD$$anon$1.nextIterator(FileScanRDD.scala:338)
at
org.apache.spark.sql.execution.datasources.FileScanRDD$$anon$1.hasNext(FileScanRDD.scala:196)
at
org.apache.spark.sql.catalyst.expressions.GeneratedClass$GeneratedIteratorForCodegenStage1.agg_doAggregateWithoutKey_0$(Unknown
Source) at
org.apache.spark.sql.catalyst.expressions.GeneratedClass$GeneratedIteratorForCodegenStage1.processNext(Unknown
Source) at
org.apache.spark.sql.execution.BufferedRowIterator.hasNext(BufferedRowIterator.java:43)
at
org.apache.spark.sql.execution.WholeStageCodegenExec$$anonfun$13$$anon$1.hasNext(WholeStageCodegenExec.scala:638)
at scala.collection.Iterator$$anon$11.hasNext(Iterator.scala:409) at
org.apache.spark.shuffle.sort.BypassMergeSortShuffleWriter.write(BypassMergeSortShuffleWriter.java:125)
at org.apache.spark.scheduler.ShuffleMapTask.runTask(ShuffleMapTask.scala:99)
at org.apache.spark.scheduler.ShuffleMapTask.runTask(ShuffleMapTask.scala:55)
at org.apache.spark.scheduler.Task.doRunTask(Task.scala:139) at
org.apache.spark.scheduler.Task.run(Task.scala:112) at
org.apache.spark.executor.Executor$TaskRunner$$anonfun$13.apply(Executor.scala:497)
at org.apache.spark.util.Utils$.tryWithSafeFinally(Utils.scala:1481) at
org.apache.spark.executor.Executor$TaskRunner.run(Executor.scala:503) at
java.util.concurrent.ThreadPoolExecutor.runWorker(ThreadPoolExecutor.java:1149)
at
java.util.concurrent.ThreadPoolExecutor$Worker.run(ThreadPoolExecutor.java:624)
at java.lang.Thread.run(Thread.java:748)
```
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