Support Questions

Find answers, ask questions, and share your expertise
Announcements
Check out our newest addition to the community, the Cloudera Data Analytics (CDA) group hub.

Write column as date with format Java-Spark

New Contributor

I'm using Java-Spark.

I have the following table in Dataset object:

<code>      creationDate
  15/06/2018 09:15:28

I make select to this column

<code>Dataset<Row> ds = dataframe.select(new Column("creationDate").as("mydate").cast("date"));

And I write it with:

<code>ds.write().mode(mode).save(hdfsDirectory);

Try also:

<code>ds.write().option("dateFormat","dd/MM/yyyy HH:mm:ss").mode(mode).save(hdfsDirectory);

But When I'm looking on my table the column mydate is null.

How can I write my date into my Hive table? I know the default date format should be dd-MM-yyyy but my text is with dd/MM/yyyy format and I can't change it.

Any suggestions?

Thanks.

2 REPLIES 2

@Is Ta

null means the conversion failed. I think this is due your initial creationDate is actually a timestamp not a date. The following code is scala-spark as I'm not used to java-spark so much hopefully you can change it for java:

//dataframe is the original dataframe containing the creationDate column
val ds = dataframe.withColumn("timestamp",to_timestamp($"creationDate","dd/MM/yyyy HH:mm:ss"))
val result = ds.withColumn("date_formatted",date_format($"timestamp","dd/MM/yyyy HH:mm:ss"))
result.show
This is some example of the output:
+-------------------+-------------------+-------------------+ | input_date| timestamp| date_formatted| +-------------------+-------------------+-------------------+ |15/06/2018 09:15:28|2018-06-15 09:15:28|15/06/2018 09:15:28| |03/06/1982 09:15:28|1982-06-03 09:15:28|03/06/1982 09:15:28| +-------------------+-------------------+-------------------+

This also is saved correctly when you write to a file since the actual date_formatted column is a string.

HTH

*** If you found this answer addressed your question, please take a moment to login and click the "accept" link on the answer.

@Is Ta

Please let me know if the above has helped you?

Thanks!

Take a Tour of the Community
Don't have an account?
Your experience may be limited. Sign in to explore more.