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author | Reynold Xin <rxin@databricks.com> | 2015-02-24 18:59:23 -0800 |
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committer | Michael Armbrust <michael@databricks.com> | 2015-02-24 18:59:23 -0800 |
commit | fba11c2f55dd81e4f6230e7edca3c7b2e01ccd9d (patch) | |
tree | 0265e1e104b5e64f77e2a72f12f91444d63810ea /sql | |
parent | 53a1ebf33b5c349ae3a40d7eebf357b839b363af (diff) | |
download | spark-fba11c2f55dd81e4f6230e7edca3c7b2e01ccd9d.tar.gz spark-fba11c2f55dd81e4f6230e7edca3c7b2e01ccd9d.tar.bz2 spark-fba11c2f55dd81e4f6230e7edca3c7b2e01ccd9d.zip |
[SPARK-5985][SQL] DataFrame sortBy -> orderBy in Python.
Also added desc/asc function for constructing sorting expressions more conveniently. And added a small fix to lift alias out of cast expression.
Author: Reynold Xin <rxin@databricks.com>
Closes #4752 from rxin/SPARK-5985 and squashes the following commits:
aeda5ae [Reynold Xin] Added Experimental flag to ColumnName.
047ad03 [Reynold Xin] Lift alias out of cast.
c9cf17c [Reynold Xin] [SPARK-5985][SQL] DataFrame sortBy -> orderBy in Python.
Diffstat (limited to 'sql')
4 files changed, 48 insertions, 2 deletions
diff --git a/sql/core/src/main/scala/org/apache/spark/sql/Column.scala b/sql/core/src/main/scala/org/apache/spark/sql/Column.scala index 980754322e..a2cc9a9b93 100644 --- a/sql/core/src/main/scala/org/apache/spark/sql/Column.scala +++ b/sql/core/src/main/scala/org/apache/spark/sql/Column.scala @@ -600,7 +600,11 @@ class Column(protected[sql] val expr: Expression) { * * @group expr_ops */ - def cast(to: DataType): Column = Cast(expr, to) + def cast(to: DataType): Column = expr match { + // Lift alias out of cast so we can support col.as("name").cast(IntegerType) + case Alias(childExpr, name) => Alias(Cast(childExpr, to), name)() + case _ => Cast(expr, to) + } /** * Casts the column to a different data type, using the canonical string representation @@ -613,7 +617,7 @@ class Column(protected[sql] val expr: Expression) { * * @group expr_ops */ - def cast(to: String): Column = Cast(expr, to.toLowerCase match { + def cast(to: String): Column = cast(to.toLowerCase match { case "string" | "str" => StringType case "boolean" => BooleanType case "byte" => ByteType @@ -671,6 +675,11 @@ class Column(protected[sql] val expr: Expression) { } +/** + * :: Experimental :: + * A convenient class used for constructing schema. + */ +@Experimental class ColumnName(name: String) extends Column(name) { /** Creates a new AttributeReference of type boolean */ diff --git a/sql/core/src/main/scala/org/apache/spark/sql/functions.scala b/sql/core/src/main/scala/org/apache/spark/sql/functions.scala index 2a1e086891..4fdbfc6d22 100644 --- a/sql/core/src/main/scala/org/apache/spark/sql/functions.scala +++ b/sql/core/src/main/scala/org/apache/spark/sql/functions.scala @@ -33,6 +33,7 @@ import org.apache.spark.sql.types._ * * @groupname udf_funcs UDF functions * @groupname agg_funcs Aggregate functions + * @groupname sort_funcs Sorting functions * @groupname normal_funcs Non-aggregate functions * @groupname Ungrouped Support functions for DataFrames. */ @@ -96,6 +97,33 @@ object functions { } ////////////////////////////////////////////////////////////////////////////////////////////// + // Sort functions + ////////////////////////////////////////////////////////////////////////////////////////////// + + /** + * Returns a sort expression based on ascending order of the column. + * {{ + * // Sort by dept in ascending order, and then age in descending order. + * df.sort(asc("dept"), desc("age")) + * }} + * + * @group sort_funcs + */ + def asc(columnName: String): Column = Column(columnName).asc + + /** + * Returns a sort expression based on the descending order of the column. + * {{ + * // Sort by dept in ascending order, and then age in descending order. + * df.sort(asc("dept"), desc("age")) + * }} + * + * @group sort_funcs + */ + def desc(columnName: String): Column = Column(columnName).desc + + ////////////////////////////////////////////////////////////////////////////////////////////// + // Aggregate functions ////////////////////////////////////////////////////////////////////////////////////////////// /** @@ -263,6 +291,7 @@ object functions { def max(columnName: String): Column = max(Column(columnName)) ////////////////////////////////////////////////////////////////////////////////////////////// + // Non-aggregate functions ////////////////////////////////////////////////////////////////////////////////////////////// /** diff --git a/sql/core/src/test/scala/org/apache/spark/sql/ColumnExpressionSuite.scala b/sql/core/src/test/scala/org/apache/spark/sql/ColumnExpressionSuite.scala index 928b0deb61..37c02aaa54 100644 --- a/sql/core/src/test/scala/org/apache/spark/sql/ColumnExpressionSuite.scala +++ b/sql/core/src/test/scala/org/apache/spark/sql/ColumnExpressionSuite.scala @@ -309,4 +309,8 @@ class ColumnExpressionSuite extends QueryTest { (1 to 100).map(n => Row(null)) ) } + + test("lift alias out of cast") { + assert(col("1234").as("name").cast("int").expr === col("1234").cast("int").as("name").expr) + } } diff --git a/sql/core/src/test/scala/org/apache/spark/sql/DataFrameSuite.scala b/sql/core/src/test/scala/org/apache/spark/sql/DataFrameSuite.scala index 30e77e4ef3..c392a553c0 100644 --- a/sql/core/src/test/scala/org/apache/spark/sql/DataFrameSuite.scala +++ b/sql/core/src/test/scala/org/apache/spark/sql/DataFrameSuite.scala @@ -240,6 +240,10 @@ class DataFrameSuite extends QueryTest { Seq(Row(1,1), Row(1,2), Row(2,1), Row(2,2), Row(3,1), Row(3,2))) checkAnswer( + testData2.orderBy(asc("a"), desc("b")), + Seq(Row(1,2), Row(1,1), Row(2,2), Row(2,1), Row(3,2), Row(3,1))) + + checkAnswer( testData2.orderBy('a.asc, 'b.desc), Seq(Row(1,2), Row(1,1), Row(2,2), Row(2,1), Row(3,2), Row(3,1))) |