Add support for Spark 3.5

.github/workflows/build.yml

@@ -43,6 +43,9 @@ jobs:
           - scalaVersion: 2.13
             sparkVersion: 3.4.0
             scalaCompt: 2.13.10
+          - scalaVersion: 2.13
+            sparkVersion: 3.5.0
+            scalaCompt: 2.13.12
     steps:
       - uses: actions/checkout@v2
 

.github/workflows/release.yml

@@ -41,6 +41,9 @@ jobs:
           - scalaVersion: 2.13
             sparkVersion: 3.4.0
             scalaCompt: 2.13.10
+          - scalaVersion: 2.13
+            sparkVersion: 3.5.0
+            scalaCompt: 2.13.12
     steps:
       - uses: actions/checkout@v2
 

.gitignore

@@ -35,3 +35,4 @@ metastore_db
 *.jar
 ~$*.xlsx
 spark-warehouse
+**/bin

README.md

@@ -92,6 +92,7 @@ The compatible versions of [Spark](http://spark.apache.org/) are as follows:
 | 3.2.x | 2.12 / 2.13
 | 3.3.x | 2.12 / 2.13
 | 3.4.x | 2.12 / 2.13
+| 3.5.x | 2.13
 
 
 

core/build.gradle

@@ -45,9 +45,15 @@ dependencies {
     implementation 'org.apache.commons:commons-lang3:3.10'
     implementation 'info.picocli:picocli:4.6.3'
 
-    implementation "io.circe:circe-yaml_$scalaVersion:0.11.0-M1"
-    implementation "io.circe:circe-generic_$scalaVersion:0.12.0-M3"
-    implementation "io.circe:circe-generic-extras_$scalaVersion:0.12.0-M3"
+    if (sparkVersion.startsWith("3.5")) {
+        implementation "io.circe:circe-yaml_$scalaVersion:0.15.0-RC1"
+        implementation "io.circe:circe-generic_$scalaVersion:0.15.0-M1"
+        implementation "io.circe:circe-generic-extras_$scalaVersion:0.14.3"
+    } else {
+        implementation "io.circe:circe-yaml_$scalaVersion:0.11.0-M1"
+        implementation "io.circe:circe-generic_$scalaVersion:0.12.0-M3"
+        implementation "io.circe:circe-generic-extras_$scalaVersion:0.12.0-M3"
+    }
     compileOnly 'org.projectlombok:lombok:1.18.22'
     annotationProcessor 'org.projectlombok:lombok:1.18.22'
     // https://mvnrepository.com/artifact/com.jcraft/jsch
@@ -83,6 +89,12 @@ dependencies {
                 strictly '2.14.2'
             }
         }
+    } else if (sparkVersion.startsWith("3.5")) {
+        implementation("com.fasterxml.jackson.module:jackson-module-scala_$scalaVersion") {
+            version {
+                strictly '2.15.2'
+            }
+        }
     } else {
         implementation("com.fasterxml.jackson.module:jackson-module-scala_$scalaVersion") {
             version {

spark/build.gradle

@@ -78,7 +78,9 @@ dependencies {
     implementation "org.apache.spark:spark-streaming_$scalaVersion:$sparkVersion"
     implementation "org.apache.spark:spark-streaming-kafka-0-10_$scalaVersion:$sparkVersion"
     implementation "org.apache.kafka:kafka-clients:2.0.0"
-    if (sparkVersion.startsWith("3.4")) {
+    if (sparkVersion.startsWith("3.5")) {
+        implementation "io.delta:delta-core_$scalaVersion:2.4.0"
+    } else if (sparkVersion.startsWith("3.4")) {
         implementation "io.delta:delta-core_$scalaVersion:2.4.0"
     } else if (sparkVersion.startsWith("3.3")) {
         implementation "io.delta:delta-core_$scalaVersion:2.3.0"
@@ -147,6 +149,12 @@ dependencies {
                 strictly '2.14.2'
             }
         }
+    } else if (sparkVersion.startsWith("3.5")) {
+        implementation("com.fasterxml.jackson.core:jackson-databind") {
+            version {
+                strictly '2.15.2'
+            }
+        }
     } else {
         implementation("com.fasterxml.jackson.core:jackson-databind") {
             version {
@@ -318,12 +326,16 @@ shadowJar {
         } else if (sparkVersion.startsWith("3")) {
             include dependency("org.apache.kudu:kudu-spark3_$scalaVersion:1.15.0")
         }
-        include dependency("io.circe:circe-yaml_$scalaVersion:0.11.0-M1")
-        include dependency("io.circe:circe-core_$scalaVersion:0.12.0-M3")
-        include dependency("io.circe:circe-generic_$scalaVersion:0.12.0-M3")
-        include dependency("io.circe:circe-generic-extras_$scalaVersion:0.12.0-M3")
-        include dependency("org.typelevel:cats-core_$scalaVersion:2.0.0-M4")
-        include dependency("org.typelevel:cats-kernel_$scalaVersion:2.0.0-M4")
+        if (sparkVersion.startsWith("3.5")) {
+            addDeps("io.circe:circe-yaml_$scalaVersion:0.15.0-RC1")
+            addDeps("io.circe:circe-generic_$scalaVersion:0.15.0-M1")
+            addDeps("io.circe:circe-generic-extras_$scalaVersion:0.14.3")
+        } else {
+            addDeps("io.circe:circe-yaml_$scalaVersion:0.11.0-M1")
+            addDeps("io.circe:circe-generic_$scalaVersion:0.12.0-M3")
+            addDeps("io.circe:circe-generic-extras_$scalaVersion:0.12.0-M3")
+        }
+
         include dependency("org.postgresql:postgresql:42.2.14")
         include dependency("com.jcraft:jsch:0.1.55")
         include dependency("com.cloudera:ImpalaJDBC41:2.6.3")
@@ -364,7 +376,9 @@ shadowJar {
         include dependency('info.picocli:picocli:4.6.3')
         include dependency("net.liftweb:lift-json_$scalaVersion:3.4.3")
 
-        if (sparkVersion.startsWith("3.4")) {
+        if (sparkVersion.startsWith("3.5")) {
+            addDeps("io.delta:delta-core_$scalaVersion:2.4.0")
+        } else if (sparkVersion.startsWith("3.4")) {
             addDeps("io.delta:delta-core_$scalaVersion:2.4.0")
         } else if (sparkVersion.startsWith("3.3")) {
             addDeps("io.delta:delta-core_$scalaVersion:2.3.0")
@@ -603,7 +617,7 @@ if (scalaVersion.startsWith('2.11')) {
                 }
             }
         }
-    } else if (sparkVersion.startsWith("3.2") || sparkVersion.startsWith("3.3") || sparkVersion.startsWith("3.4")) {
+    } else if (sparkVersion.startsWith("3.2") || sparkVersion.startsWith("3.3") || sparkVersion.startsWith("3.4")|| sparkVersion.startsWith("3.5")) {
         sourceSets {
             main {
                 scala {

spark/src/main/spark_3.2_scala_212/com/sharpdata/sharpetl/spark/extension/UDFExtension.scala

@@ -57,7 +57,7 @@ object UDFExtension {
     }))
 
     //TODO: 可能不工作
-    val inputEncoders = Seq(Option(RowEncoder.apply(schema).resolveAndBind()))
+    //val inputEncoders = Seq(Option(RowEncoder.apply(schema).resolveAndBind()))
 
     val returnType = ScalaReflection.schemaFor(methodSymbol.returnType).dataType
     val fun = generateFunction(

spark/src/test/scala/com/github/sharpdata/sharpetl/spark/end2end/delta/DeltaLakeSpec.scala

@@ -38,8 +38,8 @@ class DeltaLakeSpec extends DeltaSuit {
   )
 
   it("delta should works") {
-    if (spark.version.startsWith("2.3")) {
-      ETLLogger.error("Delta Lake does NOT support Spark 2.3.x")
+    if (spark.version.startsWith("2.3") || spark.version.startsWith("3.5")) {
+      ETLLogger.error("Delta Lake does NOT support Spark 2.3.x and Spark 3.5.x")
     } else if (spark.version.startsWith("2.4") || spark.version.startsWith("3.0") || spark.version.startsWith("3.1")) {
       ETLLogger.error("Delta Lake does not works well on Spark 2.4.x, " +
         "CREATE TABLE USING delta is not supported by Spark before 3.0.0 and Delta Lake before 0.7.0.")

spark/src/test/scala/com/github/sharpdata/sharpetl/spark/end2end/delta/FlyDeltaSpec.scala

@@ -15,8 +15,8 @@ class FlyDeltaSpec extends AnyFunSpec
   with BeforeAndAfterEach {
 
   it("should just run with delta") {
-    if (spark.version.startsWith("2.3")) {
-      ETLLogger.error("Delta Lake does NOT support Spark 2.3.x")
+    if (spark.version.startsWith("2.3") || spark.version.startsWith("3.5")) {
+      ETLLogger.error("Delta Lake does NOT support Spark 2.3.x and Spark 3.5.x")
     } else if (spark.version.startsWith("2.4") || spark.version.startsWith("3.0") || spark.version.startsWith("3.1")) {
       ETLLogger.error("Delta Lake does not works well on Spark 2.4.x, " +
         "CREATE TABLE USING delta is not supported by Spark before 3.0.0 and Delta Lake before 0.7.0.")