[
https://issues.apache.org/jira/browse/SPARK-28338?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
]
Jayadevan M updated SPARK-28338:
--------------------------------
Description:
The csv input file
+cat sample.csv+
Name,Lastname,Age
abc,,32
pqr,xxx,30
+spark-shell+
spark.read.format("csv").option("header",
"true").load("/media/ub_share/projects/*.csv").head(3)
res14: Array[org.apache.spark.sql.Row] = Array([abc,null,32], [pqr,xxx,30])
scala> spark.read.format("csv").option("header", "true").option("nullValue",
"?").load("/media/ub_share/projects/*.csv").head(3)
res15: Array[org.apache.spark.sql.Row] = Array([abc,null,32], [pqr,xxx,30])
The empty string get converted to null. Its works fine if the csv file have
quotes in columns.
was:
The csv input file
cat sample.csv
Name,Lastname,Age
abc,,32
pqr,xxx,30
spark-shell
spark.read.format("csv").option("header",
"true").load("/media/ub_share/projects/*.csv").head(3)
res14: Array[org.apache.spark.sql.Row] = Array([abc,null,32], [pqr,xxx,30])
scala> spark.read.format("csv").option("header", "true").option("nullValue",
"?").load("/media/ub_share/projects/*.csv").head(3)
res15: Array[org.apache.spark.sql.Row] = Array([abc,null,32], [pqr,xxx,30])
> spark.read.format("csv") treat empty string as null if csv file don't have
> quotes in data
> -----------------------------------------------------------------------------------------
>
> Key: SPARK-28338
> URL: https://issues.apache.org/jira/browse/SPARK-28338
> Project: Spark
> Issue Type: Bug
> Components: SQL
> Affects Versions: 2.4.3
> Reporter: Jayadevan M
> Priority: Major
>
> The csv input file
> +cat sample.csv+
> Name,Lastname,Age
> abc,,32
> pqr,xxx,30
>
> +spark-shell+
> spark.read.format("csv").option("header",
> "true").load("/media/ub_share/projects/*.csv").head(3)
> res14: Array[org.apache.spark.sql.Row] = Array([abc,null,32], [pqr,xxx,30])
>
> scala> spark.read.format("csv").option("header", "true").option("nullValue",
> "?").load("/media/ub_share/projects/*.csv").head(3)
> res15: Array[org.apache.spark.sql.Row] = Array([abc,null,32], [pqr,xxx,30])
>
> The empty string get converted to null. Its works fine if the csv file have
> quotes in columns.
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