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https://issues.apache.org/jira/browse/SPARK-26559?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Hyukjin Kwon resolved SPARK-26559.
----------------------------------
    Resolution: Fixed
      Assignee: Liang-Chi Hsieh

Fixed in https://github.com/apache/spark/pull/23484

> ML image can't work with numpy versions prior to 1.9
> ----------------------------------------------------
>
>                 Key: SPARK-26559
>                 URL: https://issues.apache.org/jira/browse/SPARK-26559
>             Project: Spark
>          Issue Type: Bug
>          Components: ML, PySpark
>    Affects Versions: 3.0.0
>            Reporter: Liang-Chi Hsieh
>            Assignee: Liang-Chi Hsieh
>            Priority: Major
>             Fix For: 2.4.1, 3.0.0
>
>
> ML image can't work with numpy version prior to 1.9 now.
> Current pyspark test can show it:
> {code:java}
> test_read_images (pyspark.ml.tests.test_image.ImageReaderTest) ... ERROR      
>                                                                         
> test_read_images_multiple_times 
> (pyspark.ml.tests.test_image.ImageReaderTest2) ... ok                         
>                                         
>                                                                               
>                                                                         
> ======================================================================        
>                                                                         
> ERROR: test_read_images (pyspark.ml.tests.test_image.ImageReaderTest)         
>                                                                         
> ----------------------------------------------------------------------        
>                                                                         
> Traceback (most recent call last):
>   File 
> "/Users/viirya/docker_tmp/repos/spark-1/python/pyspark/ml/tests/test_image.py",
>  line 36, in test_read_images                                   
>     self.assertEqual(ImageSchema.toImage(array, origin=first_row[0]), 
> first_row)                                                                    
>   
>   File "/Users/viirya/docker_tmp/repos/spark-1/python/pyspark/ml/image.py", 
> line 193, in toImage                                                      
>     data = bytearray(array.astype(dtype=np.uint8).ravel().tobytes())          
>                                                                         
> AttributeError: 'numpy.ndarray' object has no attribute 'tobytes'             
>                                                                         
>                                                                               
>                                                                         
> ----------------------------------------------------------------------
> Ran 2 tests in 29.040s                                                        
>                                                                         
>                                                                               
>                                                                         
> FAILED (errors=1)
> {code}



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