GitHub user dongjoon-hyun opened a pull request: https://github.com/apache/spark/pull/14095
[SPARK-16429][SQL] Include `StringType` columns in Scala/Python `describe()` ## What changes were proposed in this pull request? Currently, Spark `describe` supports `StringType`. However, Scala/Python `describe()` returns a dataset for only all numeric columns. SparkR returns all columns. This PR include `StringType` columns in Scala/Python `describe()`, `describe` without argument. **Before** * Scala ```scala scala> spark.read.json("examples/src/main/resources/people.json").describe("age", "name").show() +-------+------------------+-------+ |summary| age| name| +-------+------------------+-------+ | count| 2| 3| | mean| 24.5| null| | stddev|7.7781745930520225| null| | min| 19| Andy| | max| 30|Michael| +-------+------------------+-------+ scala> spark.read.json("examples/src/main/resources/people.json").describe().show() +-------+------------------+ |summary| age| +-------+------------------+ | count| 2| | mean| 24.5| | stddev|7.7781745930520225| | min| 19| | max| 30| +-------+------------------+ ``` * Python ``` >>> spark.read.json("examples/src/main/resources/people.json").describe().show() +-------+------------------+ |summary| age| +-------+------------------+ | count| 2| | mean| 24.5| | stddev|7.7781745930520225| | min| 19| | max| 30| +-------+------------------+ ``` * R ```r > collect(describe(read.json("examples/src/main/resources/people.json"))) summary age name 1 count 2 3 2 mean 24.5 <NA> 3 stddev 7.7781745930520225 <NA> 4 min 19 Andy 5 max 30 Michael ``` **After** * Scala ```scala scala> spark.read.json("examples/src/main/resources/people.json").describe().show() +-------+------------------+-------+ |summary| age| name| +-------+------------------+-------+ | count| 2| 3| | mean| 24.5| null| | stddev|7.7781745930520225| null| | min| 19| Andy| | max| 30|Michael| +-------+------------------+-------+ ``` * Python ``` >>> spark.read.json("examples/src/main/resources/people.json").describe().show() +-------+------------------+-------+ |summary| age| name| +-------+------------------+-------+ | count| 2| 3| | mean| 24.5| null| | stddev|7.7781745930520225| null| | min| 19| Andy| | max| 30|Michael| +-------+------------------+-------+ ``` * R SparkR is the same. ## How was this patch tested? Pass the Jenkins with a update testcase. You can merge this pull request into a Git repository by running: $ git pull https://github.com/dongjoon-hyun/spark SPARK-16429 Alternatively you can review and apply these changes as the patch at: https://github.com/apache/spark/pull/14095.patch To close this pull request, make a commit to your master/trunk branch with (at least) the following in the commit message: This closes #14095 ---- commit df2edd730216e659dbcebdcbda61dd67fbcf8d55 Author: Dongjoon Hyun <dongj...@apache.org> Date: 2016-07-07T20:45:26Z [SPARK-16429][SQL] Include `StringType` columns in Scala/Python `describe()` ---- --- If your project is set up for it, you can reply to this email and have your reply appear on GitHub as well. If your project does not have this feature enabled and wishes so, or if the feature is enabled but not working, please contact infrastructure at infrastruct...@apache.org or file a JIRA ticket with INFRA. --- --------------------------------------------------------------------- To unsubscribe, e-mail: reviews-unsubscr...@spark.apache.org For additional commands, e-mail: reviews-h...@spark.apache.org