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Posted to issues@spark.apache.org by "Patrick McGloin (JIRA)" <ji...@apache.org> on 2018/06/28 19:11:00 UTC
[jira] [Commented] (SPARK-24682) from_json / to_json do not handle
java.sql.Date inside Maps correctly
[ https://issues.apache.org/jira/browse/SPARK-24682?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=16526687#comment-16526687 ]
Patrick McGloin commented on SPARK-24682:
-----------------------------------------
I would like to work on this.
> from_json / to_json do not handle java.sql.Date inside Maps correctly
> ---------------------------------------------------------------------
>
> Key: SPARK-24682
> URL: https://issues.apache.org/jira/browse/SPARK-24682
> Project: Spark
> Issue Type: Bug
> Components: SQL
> Affects Versions: 2.3.0
> Reporter: Patrick McGloin
> Priority: Minor
>
> When a date is one of the types inside a Map, the from_json and to_json functions do not handle it correctly. A date would be persisted like this: "17710". And the from_json tries to read it in it complains with the error:
> java.lang.ClassCastException: org.apache.spark.unsafe.types.UTF8String cannot be cast to java.lang.Integer
> Consider the following test, which will fail on the final show:
> {color:#000080}
> *case class* {color}UnitTestCaseClassWithDateInsideMap(map: {color:#009f82}Map{color}[Date, Int])
> test({color:#008000}*"Test a Date as key in a Map"*{color}) {
> {color:#000080}*val* {color}map = _UnitTestCaseClassWithDateInsideMap_({color:#800080}_Map_{color}(Date._valueOf_({color:#008000}*"2018-06-28"*{color}) -> {color:#0000FF}1{color}))
> {color:#000080}*val* {color}options = {color:#800080}_Map_{color}({color:#008000}*"timestampFormat"* {color}-> {color:#008000}*"yyyy/MM/dd HH:mm:ss.SSS"*{color}, {color:#008000}*"dateFormat"* {color}-> {color:#008000}*"yyyy/MM/dd"*{color})
> {color:#000080}*val* {color}schema = Encoders._product_[UnitTestCaseClassWithDateInsideMap].schema
> {color:#000080}*val* {color}mapDF = {color:#800080}_Seq_{color}(map).toDF()
> {color:#000080}*val* {color}jsonDF = mapDF.select(_to_json_(_struct_(mapDF.columns.head, mapDF.columns.tail:_*), options))
> jsonDF.show()
> {color:#000080}*val* {color}jsonString = jsonDF.map(_.getString({color:#0000FF}0{color})).collect().head
> {color:#000080}*val* {color}stringDF = {color:#800080}_Seq_{color}(jsonString).toDF({color:#008000}*"json"*{color})
> {color:#000080}*val* {color}parsedDF = stringDF.select(_from_json_({color:#008000}*$"json"*{color}, schema, options))
> parsedDF.show()
> }
> The result of the line "jsonDF.show()" is as follows:
> +---------------------------------------------------+
> |structstojson(named_struct(NamePlaceholder(), map))|
> +---------------------------------------------------+
> | \{"map":{"17710":1}}|
> +---------------------------------------------------+
> As can be seen the date is not formatted correctly. The error with "parsedDF.show()" is:
> java.lang.ClassCastException: org.apache.spark.unsafe.types.UTF8String cannot be cast to java.lang.Integer
> As you can see I have added in the options with date formats but that does not have any impact. If I do the same tests with a Date outside a Map it works as expected.
>
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