Added spark 3.4 to the project

.github/codecov.yml

@@ -3,7 +3,7 @@ codecov:
   branch: main
   notify:
     wait_for_ci: true
-    after_n_builds: 4
+    after_n_builds: 5
 
 coverage:
   precision: 2
@@ -37,4 +37,4 @@ comment:
   layout: "reach,diff,flags,files,footer"
   behavior: once  # once: update, if exists. Otherwise, post new. Skip if deleted.
   require_changes: false  # if true: only post the comment if coverage changes
-  after_n_builds: 4
+  after_n_builds: 5

.github/labeler.yml

@@ -26,3 +26,7 @@ spark_3.2:
 spark_3.3:
   - core/src/main/spark*3.3*/**/*
   - core/src/main/scala/**/*
+
+spark_3.4:
+  - core/src/main/spark*3.4*/**/*
+  - core/src/main/scala/**/*

.github/workflows/matrix_includes.json

@@ -113,5 +113,10 @@
     "spark": "3.3",
     "scope": "test-uploadReport",
     "isRelease": "release"
+  },
+  {
+    "spark": "3.4",
+    "scope": "test-uploadReport",
+    "isRelease": "release"
   }
 ]

README.md

@@ -18,6 +18,7 @@ Type-safe columns for spark DataFrames!
 | 3.1.x | [![Maven Central](https://img.shields.io/maven-central/v/org.hablapps/doric_3-1_2.12)](https://mvnrepository.com/artifact/org.hablapps/doric_3-1_2.12/0.0.6) | [![Codecov](https://img.shields.io/codecov/c/github/hablapps/doric?flag=spark-3.1.x&label=codecov&logo=codecov&token=N7ZXUXZX1I)](https://codecov.io/gh/hablapps/doric) |
 | 3.2.x | [![Maven Central](https://img.shields.io/maven-central/v/org.hablapps/doric_3-2_2.12)](https://mvnrepository.com/artifact/org.hablapps/doric_3-2_2.12/0.0.6) | [![Codecov](https://img.shields.io/codecov/c/github/hablapps/doric?flag=spark-3.2.x&label=codecov&logo=codecov&token=N7ZXUXZX1I)](https://codecov.io/gh/hablapps/doric) |
 | 3.3.x | [![Maven Central](https://img.shields.io/maven-central/v/org.hablapps/doric_3-3_2.12)](https://mvnrepository.com/artifact/org.hablapps/doric_3-3_2.12/0.0.6) | [![Codecov](https://img.shields.io/codecov/c/github/hablapps/doric?flag=spark-3.3.x&label=codecov&logo=codecov&token=N7ZXUXZX1I)](https://codecov.io/gh/hablapps/doric) |
+| 3.4.x | [![Maven Central](https://img.shields.io/maven-central/v/org.hablapps/doric_3-4_2.12)](https://mvnrepository.com/artifact/org.hablapps/doric_3-4_2.12/0.0.6) | [![Codecov](https://img.shields.io/codecov/c/github/hablapps/doric?flag=spark-3.4.x&label=codecov&logo=codecov&token=N7ZXUXZX1I)](https://codecov.io/gh/hablapps/doric) |
 ----
 
 Doric offers type-safety in DataFrame column expressions at a minimum
@@ -85,7 +86,12 @@ following spark versions.
 | 3.2.0 | 2.12  |   ✅   |                                                                              -                                                                               |
 | 3.2.1 | 2.12  |   ✅   |                                                                              -                                                                               |
 | 3.2.2 | 2.12  |   ✅   | [![Maven Central](https://img.shields.io/maven-central/v/org.hablapps/doric_3-2_2.12)](https://mvnrepository.com/artifact/org.hablapps/doric_3-2_2.12/0.0.6) |
-| 3.3.0 | 2.12  |   ✅   | [![Maven Central](https://img.shields.io/maven-central/v/org.hablapps/doric_3-3_2.12)](https://mvnrepository.com/artifact/org.hablapps/doric_3-3_2.12/0.0.6) |
+| 3.3.0 | 2.12  |   ✅   |                                                                              -                                                                               |
+| 3.3.1 | 2.12  |   ✅   |                                                                              -                                                                               |
+| 3.3.2 | 2.12  |   ✅   | [![Maven Central](https://img.shields.io/maven-central/v/org.hablapps/doric_3-3_2.12)](https://mvnrepository.com/artifact/org.hablapps/doric_3-3_2.12/0.0.6) |
+| 3.4.0 | 2.12  |   ✅   | [![Maven Central](https://img.shields.io/maven-central/v/org.hablapps/doric_3-4_2.12)](https://mvnrepository.com/artifact/org.hablapps/doric_3-4_2.12/0.0.6) |
+
+
 
 
 ## Contributing 

build.sbt

@@ -4,12 +4,13 @@ import sbt.Compile
 
 val stableVersion = "0.0.6"
 
-val sparkDefaultShortVersion = "3.3"
+val sparkDefaultShortVersion = "3.4"
 val spark24Version           = "2.4.8"
 val spark30Version           = "3.0.3"
 val spark31Version           = "3.1.3"
 val spark32Version           = "3.2.3"
 val spark33Version           = "3.3.2"
+val spark34Version           = "3.4.0"
 
 val versionRegex      = """^(.*)\.(.*)\.(.*)$""".r
 val versionRegexShort = """^(.*)\.(.*)$""".r
@@ -24,6 +25,7 @@ val parserSparkVersion: String => String = {
   case versionRegexShort("3", "1") => spark31Version
   case versionRegexShort("3", "2") => spark32Version
   case versionRegexShort("3", "3") => spark33Version
+  case versionRegexShort("3", "4") => spark34Version
   case versionRegex(a, b, c)       => s"$a.$b.$c"
 }
 
@@ -37,7 +39,7 @@ val scalaVersionSelect: String => List[String] = {
   case versionRegex("3", "1", _) => List(scala212)
   case versionRegex("3", "2", _) => List(scala212, scala213)
   case versionRegex("3", "3", _) => List(scala212, scala213)
-
+  case versionRegex("3", "4", _) => List(scala212, scala213)
 }
 
 val catsVersion: String => String = {
@@ -215,7 +217,7 @@ lazy val docs = project
       }
     }
   )
-  .enablePlugins(plugins: _*)
+  .enablePlugins(plugins *)
 
 // Scoverage settings
 Global / coverageEnabled       := false

core/src/main/scala/doric/syntax/ArrayColumns.scala

@@ -1,16 +1,17 @@
 package doric
 package syntax
 
+import scala.jdk.CollectionConverters._
+import scala.language.higherKinds
+import scala.reflect.ClassTag
+
 import cats.data.Kleisli
 import cats.implicits._
 import doric.types.{CollectionType, LiteralSparkType, SparkType}
-import org.apache.spark.sql.catalyst.expressions.LambdaFunction.identity
-import org.apache.spark.sql.catalyst.expressions._
-import org.apache.spark.sql.{Column, Dataset, Row, functions => f}
 
-import scala.jdk.CollectionConverters._
-import scala.language.higherKinds
-import scala.reflect.ClassTag
+import org.apache.spark.sql.{Column, Dataset, Row, functions => f}
+import org.apache.spark.sql.catalyst.expressions._
+import org.apache.spark.sql.catalyst.expressions.LambdaFunction.identity
 
 protected final case class Zipper[T1, T2, F[_]: CollectionType](
     col: DoricColumn[F[T1]],
@@ -392,7 +393,7 @@ protected trait ArrayColumns {
       * Null elements will be placed at the end of the returned array.
       *
       * @group Array Type
-      * @see [[org.apache.spark.sql.functions.array_sort]]
+      * @see [[https://spark.apache.org/docs/latest/api/scala/org/apache/spark/sql/functions$.html#array_sort(e:org.apache.spark.sql.Column):org.apache.spark.sql.Column]]
       */
     def sortAscNullsLast: DoricColumn[F[T]] = col.elem.map(f.array_sort).toDC
 

core/src/main/spark_3.1_3.2_3.3/scala/doric/syntax/NumericColumns31.scala → core/src/main/spark_3.1_3.2_3.3_3.4/scala/doric/syntax/NumericColumns31.scala

@@ -2,6 +2,7 @@ package doric
 package syntax
 
 import doric.types.NumericType
+
 import org.apache.spark.sql.{functions => f}
 
 protected trait NumericColumns31 {

core/src/main/spark_3.1_3.2_3.3/scala/doric/syntax/StringColumns31.scala → core/src/main/spark_3.1_3.2_3.3_3.4/scala/doric/syntax/StringColumns31.scala

@@ -2,6 +2,7 @@ package doric
 package syntax
 
 import doric.sem.Location
+
 import org.apache.spark.sql.{functions => f}
 
 protected trait StringColumns31 {

core/src/main/spark_3.2_3.3/scala/doric/syntax/NumericColumns32.scala → core/src/main/spark_3.2_3.3_3.4/scala/doric/syntax/NumericColumns32.scala

@@ -2,8 +2,8 @@ package doric
 package syntax
 
 import cats.implicits._
-import org.apache.spark.sql.Column
-import org.apache.spark.sql.{functions => f}
+
+import org.apache.spark.sql.{Column, functions => f}
 import org.apache.spark.sql.catalyst.expressions.{ShiftLeft, ShiftRight, ShiftRightUnsigned}
 
 protected trait NumericColumns32 {

core/src/main/spark_3.4_mount/scala/doric/syntax/All.scala

@@ -0,0 +1,31 @@
+package doric.syntax
+
+private[doric] trait All
+    extends ArrayColumns
+    with TypeMatcher
+    with CommonColumns
+    with DStructs
+    with LiteralConversions
+    with MapColumns
+    with NumericColumns
+    with DateColumns
+    with TimestampColumns
+    with BooleanColumns
+    with StringColumns
+    with ControlStructures
+    with AggregationColumns
+    with CNameOps
+    with BinaryColumns
+    with Interpolators
+    with AggregationColumns31
+    with BooleanColumns31
+    with NumericColumns31
+    with NumericColumns32
+    with StringColumns31
+    with BinaryColumns32
+    with ArrayColumns3x
+    with CommonColumns3x
+    with MapColumns3x
+    with StringColumn3x
+    with AggregationColumns32
+    with DStructs3x

core/src/test/scala/doric/sem/ChildColumnNotFound.scala

@@ -1,10 +1,19 @@
 package doric.sem
 
+import org.apache.spark.sql.SparkSession
+
 object ChildColumnNotFound {
-  def apply(expectedCol: String, foundCols: List[String]): SparkErrorWrapper = {
+  def apply(expectedCol: String, foundCols: List[String])(implicit
+      location: Location,
+      sparkSession: SparkSession
+  ): SparkErrorWrapper = {
     SparkErrorWrapper(
       new Throwable(
-        s"No such struct field $expectedCol in ${foundCols.mkString(", ")}"
+        if (!sparkSession.version.startsWith("3.4"))
+          s"No such struct field $expectedCol in ${foundCols.mkString(", ")}"
+        else
+          s"[FIELD_NOT_FOUND] No such struct field `$expectedCol` in ${foundCols
+              .mkString("`", "`, `", "`")}."
       )
     )
   }

core/src/test/scala/doric/sem/ColumnNotFound.scala

@@ -10,8 +10,12 @@ object ColumnNotFound {
 
     SparkErrorWrapper(
       new Throwable(
-        s"""Cannot resolve column name "$expectedCol" among (${foundCols
-            .mkString(", ")})"""
+        if (!sparkSession.version.startsWith("3.4"))
+          s"""Cannot resolve column name "$expectedCol" among (${foundCols
+              .mkString(", ")})"""
+        else
+          s"[UNRESOLVED_COLUMN.WITH_SUGGESTION] A column or function parameter with name `$expectedCol` cannot be resolved. Did you mean one of the following? [${foundCols
+              .mkString("`", "`, `", "`")}]."
       )
     )
   }

core/src/test/scala/doric/sem/ErrorsSpec.scala

@@ -65,9 +65,7 @@ class ErrorsSpec
       val err = intercept[DoricMultiError] {
         Seq(1, 2, 3).toDF("value").select(colInt("notFound"))
       }
-      val err2 = SparkErrorWrapper(
-        new Exception("Cannot resolve column name \"notFound\" among (value)")
-      )
+      val err2 = ColumnNotFound("notFound", List("value"))
 
       err.errors.head.equals(err2) shouldBe true
     }

core/src/test/scala/doric/sem/JoinOpsSpec.scala

@@ -2,6 +2,7 @@ package doric
 package sem
 
 import doric.implicitConversions._
+
 import org.apache.spark.sql.types.{LongType, StringType}
 
 class JoinOpsSpec extends DoricTestElements {
@@ -58,7 +59,7 @@ class JoinOpsSpec extends DoricTestElements {
 
       val badJoinFunction: DoricJoinColumn =
         LeftDF.colString(id) ===
-          RightDF.colString(id + "entifier")
+          RightDF.colString("identifier")
 
       intercept[DoricMultiError] {
         left.join(right, "inner", badJoinFunction)
@@ -68,11 +69,7 @@ class JoinOpsSpec extends DoricTestElements {
           isLeft = true
         ),
         JoinDoricSingleError(
-          SparkErrorWrapper(
-            new Exception(
-              "Cannot resolve column name \"" + id + "entifier\" among (" + id + ", " + otherColumn + ")"
-            )
-          ),
+          ColumnNotFound("identifier", List("id", "otherColumn")),
           isLeft = false
         )
       )
@@ -94,11 +91,7 @@ class JoinOpsSpec extends DoricTestElements {
           isLeft = true
         ),
         JoinDoricSingleError(
-          SparkErrorWrapper(
-            new Exception(
-              "Cannot resolve column name \"" + id + "entifier\" among (" + id + ", " + otherColumn + ")"
-            )
-          ),
+          ColumnNotFound("identifier", List("id", "otherColumn")),
           isLeft = false
         )
       )

core/src/test/scala/doric/sem/TransformOpsSpec.scala

@@ -120,10 +120,15 @@ class TransformOpsSpec
           )
       }
       error.getMessage should startWith(
-        "Found duplicate column(s) in given column names:"
+        if (!spark.version.startsWith("3.4"))
+          "Found duplicate column(s) in given column names:"
+        else
+          "[COLUMN_ALREADY_EXISTS] The column `a` already exists. Consider to choose another name or rename the existing column."
       )
       error.getMessage should include("`a`")
-      error.getMessage should include("`b`")
+      if (!spark.version.startsWith("3.4")) {
+        error.getMessage should include("`b`")
+      }
     }
 
     it("should work with 'withNamedColumns' as with 'namedColumns'") {

core/src/test/scala/doric/syntax/ArrayColumnsSpec.scala

@@ -1,15 +1,16 @@
 package doric
 package syntax
 
+import scala.jdk.CollectionConverters._
+
 import doric.SparkAuxFunctions.createLambda
-import doric.sem.{ChildColumnNotFound, ColumnTypeError, DoricMultiError, SparkErrorWrapper}
+import doric.sem.{ChildColumnNotFound, ColumnNotFound, ColumnTypeError, DoricMultiError}
 import doric.types.SparkType
-import org.apache.spark.sql.catalyst.expressions.{ArrayExists, ZipWith}
-import org.apache.spark.sql.types.{IntegerType, LongType, StringType, StructField, StructType}
-import org.apache.spark.sql.{Column, Row, functions => f}
-
 import java.sql.Timestamp
-import scala.jdk.CollectionConverters._
+
+import org.apache.spark.sql.{Column, Row, functions => f}
+import org.apache.spark.sql.catalyst.expressions.{ArrayExists, ZipWith}
+import org.apache.spark.sql.types._
 
 class ArrayColumnsSpec extends DoricTestElements {
 
@@ -52,11 +53,7 @@ class ArrayColumnsSpec extends DoricTestElements {
             .transform(_ => colString("something"))
         )
       } should containAllErrors(
-        SparkErrorWrapper(
-          new Exception(
-            "Cannot resolve column name \"something2\" among (col, something)"
-          )
-        ),
+        ColumnNotFound("something2", List("col", "something")),
         ColumnTypeError("something", StringType, IntegerType)
       )
 
@@ -72,11 +69,7 @@ class ArrayColumnsSpec extends DoricTestElements {
         )
       }
       errors should containAllErrors(
-        SparkErrorWrapper(
-          new Exception(
-            "Cannot resolve column name \"something2\" among (col, something)"
-          )
-        ),
+        ColumnNotFound("something2", List("col", "something")),
         ColumnTypeError("_1", LongType, IntegerType),
         ChildColumnNotFound("_3", List("_1", "_2"))
       )
@@ -179,11 +172,7 @@ class ArrayColumnsSpec extends DoricTestElements {
             .transformWithIndex(_ + _ + colInt("something2"))
         )
       } should containAllErrors(
-        SparkErrorWrapper(
-          new Exception(
-            "Cannot resolve column name \"something2\" among (col, something)"
-          )
-        ),
+        ColumnNotFound("something2", List("col", "something")),
         ColumnTypeError("something", IntegerType, StringType)
       )
     }
@@ -212,11 +201,7 @@ class ArrayColumnsSpec extends DoricTestElements {
             .aggregate(colInt("something2"))(_ + _ + colInt("something"))
         )
       } should containAllErrors(
-        SparkErrorWrapper(
-          new Exception(
-            "Cannot resolve column name \"something2\" among (col, something)"
-          )
-        ),
+        ColumnNotFound("something2", List("col", "something")),
         ColumnTypeError("something", IntegerType, StringType)
       )
     }
@@ -249,16 +234,8 @@ class ArrayColumnsSpec extends DoricTestElements {
             )
         )
       } should containAllErrors(
-        SparkErrorWrapper(
-          new Exception(
-            "Cannot resolve column name \"something2\" among (col, something)"
-          )
-        ),
-        SparkErrorWrapper(
-          new Exception(
-            "Cannot resolve column name \"something3\" among (col, something)"
-          )
-        ),
+        ColumnNotFound("something2", List("col", "something")),
+        ColumnNotFound("something3", List("col", "something")),
         ColumnTypeError("something", IntegerType, StringType)
       )
     }