1.
NullPointerException: This error occurs when you
try to reference a null object or variable.
2.
Task not serializable: This error occurs when
you try to pass a non-serializable object to a Spark task.
3.
Missing input path: This error occurs when the
input path specified in the Spark job is not found.
4.
Out of memory: This error indicates that Spark
has run out of memory while processing the job.
5.
IllegalArgumentException: This error occurs when
one or more of the parameters passed to a Spark method are invalid.
6.
NoSuchMethodError: This error occurs when you
are trying to call a method that does not exist in the Spark version you are
using.
7.
ExecutorLostFailure: This error occurs when an
executor node in the Spark cluster fails or is lost while processing the job.
8.
SparkException: This error message is a generic
message that indicates that the Spark job failed due to an error.
9.
SparkException: This is a general exception that
can occur for a variety of reasons, such as a configuration error or a problem
with the Spark cluster.
10.
IllegalArgumentException: This error occurs when
Spark encounters an invalid argument in the code, such as an incorrect input
parameter or a missing configuration setting.
11.
NoSuchElementException: This error occurs when
Spark cannot find an element in a collection or iterator.
12.
NullPointerException: This error occurs when
Spark tries to use a null object reference, such as when attempting to access
an object that has not been initialized.
13.
IOException: This error occurs when Spark
encounters an issue reading or writing data, such as when a file is
inaccessible or the Hadoop file system is down.
14.
Task failed while writing rows: This error can
occur when Spark encounters a problem while writing data to an external data
source, such as a database or file system.
15.
OutOfMemoryError: This error indicates that
Spark has run out of memory while processing the data.
16.
ClassNotFoundException: This error occurs when
Spark cannot find a class that is needed to execute the code, such as a missing
dependency.
