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Posted to issues@spark.apache.org by "Sean Zhong (JIRA)" <ji...@apache.org> on 2016/09/02 06:50:20 UTC
[jira] [Created] (SPARK-17374) Improves the error message when
fails to parse some json file lines in DataFrameReader
Sean Zhong created SPARK-17374:
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Summary: Improves the error message when fails to parse some json file lines in DataFrameReader
Key: SPARK-17374
URL: https://issues.apache.org/jira/browse/SPARK-17374
Project: Spark
Issue Type: Bug
Components: SQL
Reporter: Sean Zhong
Demo case:
We silently replace corrupted line with null without any error message.
{code}
import org.apache.spark.sql.types._
val corruptRecords = spark.sparkContext.parallelize("""{"a":{, b:3}""" :: Nil)
val schema = StructType(StructField("a", StringType, true) :: Nil)
val jsonDF = spark.read.schema(schema).json(corruptRecords)
scala> jsonDF.show
+----+
| a|
+----+
|null|
+----+
{code}
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