Description
When parsing a CSV with a date/time column that contains a variant ISO 8601 that doesn't include a colon in the offset, casting to Timestamp fails.
Here's a simple, example CSV content.
time
"2015-07-20T15:09:23.736-0500"
"2015-07-20T15:10:51.687-0500"
"2015-11-21T23:15:01.499-0600"
Here's the stack trace that results from processing this data.
16/09/14 15:22:59 ERROR Utils: Aborting task
java.lang.IllegalArgumentException: 2015-11-21T23:15:01.499-0600
at org.apache.xerces.jaxp.datatype.XMLGregorianCalendarImpl$Parser.skip(Unknown Source)
at org.apache.xerces.jaxp.datatype.XMLGregorianCalendarImpl$Parser.parse(Unknown Source)
at org.apache.xerces.jaxp.datatype.XMLGregorianCalendarImpl.<init>(Unknown Source)
at org.apache.xerces.jaxp.datatype.DatatypeFactoryImpl.newXMLGregorianCalendar(Unknown Source)
at javax.xml.bind.DatatypeConverterImpl._parseDateTime(DatatypeConverterImpl.java:422)
at javax.xml.bind.DatatypeConverterImpl.parseDateTime(DatatypeConverterImpl.java:417)
at javax.xml.bind.DatatypeConverter.parseDateTime(DatatypeConverter.java:327)
at org.apache.spark.sql.catalyst.util.DateTimeUtils$.stringToTime(DateTimeUtils.scala:140)
at org.apache.spark.sql.execution.datasources.csv.CSVTypeCast$.castTo(CSVInferSchema.scala:287)
Somewhat related, I believe Python standard libraries can produce this form of zone offset. The system I got the data from is written in Python.
https://docs.python.org/2/library/datetime.html#strftime-strptime-behavior