From e05feac48b726a1863d89b2bf9cf40376d19e4e0 Mon Sep 17 00:00:00 2001
From: Jolan Rensen <jolan.rensen@jetbrains.com>
Date: Wed, 10 Apr 2024 12:30:35 +0200
Subject: [PATCH] kotlin 2.0.0-RC1, enabled jupyter module. Added basic
 Sparkify conversion for jupyter. Disabled html renderes in favor of just
 outputting them as text. Notebooks can render them however they like. RDDs
 are converted to ds before rendering

---
 buildSrc/src/main/kotlin/Versions.kt          |   2 +-
 .../DataClassSparkifySuperTypeGenerator.kt    |   5 +-
 examples/build.gradle.kts                     |   6 +
 gradle/bootstraps/compiler-plugin.jar         | Bin 47047 -> 47032 bytes
 gradle/bootstraps/gradle-plugin.jar           | Bin 9345 -> 9347 bytes
 .../kotlinx/spark/api/jupyter/Integration.kt  | 172 ++++++++++++++----
 .../spark/api/jupyter/SparkIntegration.kt     |   5 +-
 .../kotlinx/spark/api/jupyter/JupyterTests.kt |  94 ++++++----
 settings.gradle.kts                           |   4 +-
 9 files changed, 203 insertions(+), 85 deletions(-)

diff --git a/buildSrc/src/main/kotlin/Versions.kt b/buildSrc/src/main/kotlin/Versions.kt
index 59eab276..ed3ce444 100644
--- a/buildSrc/src/main/kotlin/Versions.kt
+++ b/buildSrc/src/main/kotlin/Versions.kt
@@ -2,7 +2,7 @@ object Versions : Dsl<Versions> {
     const val project = "2.0.0-SNAPSHOT"
     const val kotlinSparkApiGradlePlugin = "2.0.0-SNAPSHOT"
     const val groupID = "org.jetbrains.kotlinx.spark"
-    const val kotlin = "2.0.0-Beta5"
+    const val kotlin = "2.0.0-RC1"
     const val jvmTarget = "8"
     const val jupyterJvmTarget = "8"
     inline val spark get() = System.getProperty("spark") as String
diff --git a/compiler-plugin/src/main/kotlin/org/jetbrains/kotlinx/spark/api/compilerPlugin/fir/DataClassSparkifySuperTypeGenerator.kt b/compiler-plugin/src/main/kotlin/org/jetbrains/kotlinx/spark/api/compilerPlugin/fir/DataClassSparkifySuperTypeGenerator.kt
index 339b3269..3a13c458 100644
--- a/compiler-plugin/src/main/kotlin/org/jetbrains/kotlinx/spark/api/compilerPlugin/fir/DataClassSparkifySuperTypeGenerator.kt
+++ b/compiler-plugin/src/main/kotlin/org/jetbrains/kotlinx/spark/api/compilerPlugin/fir/DataClassSparkifySuperTypeGenerator.kt
@@ -33,10 +33,10 @@ class DataClassSparkifySuperTypeGenerator(
         }
     }
 
-    context(TypeResolveServiceContainer)
     override fun computeAdditionalSupertypes(
         classLikeDeclaration: FirClassLikeDeclaration,
-        resolvedSupertypes: List<FirResolvedTypeRef>
+        resolvedSupertypes: List<FirResolvedTypeRef>,
+        typeResolver: TypeResolveService,
     ): List<FirResolvedTypeRef> = listOf(
         buildResolvedTypeRef {
             val scalaProduct = productFqNames.first().let {
@@ -48,7 +48,6 @@ class DataClassSparkifySuperTypeGenerator(
                 isNullable = false,
             )
         }
-
     )
 
     override fun needTransformSupertypes(declaration: FirClassLikeDeclaration): Boolean =
diff --git a/examples/build.gradle.kts b/examples/build.gradle.kts
index 4a0a2179..8683926a 100644
--- a/examples/build.gradle.kts
+++ b/examples/build.gradle.kts
@@ -3,7 +3,13 @@ import org.jetbrains.kotlin.gradle.tasks.KotlinCompile
 plugins {
     // Needs to be installed in the local maven repository or have the bootstrap jar on the classpath
     id("org.jetbrains.kotlinx.spark.api")
+    java
     kotlin("jvm")
+    kotlin("plugin.noarg") version Versions.kotlin
+}
+
+noArg {
+    annotation("org.jetbrains.kotlinx.spark.examples.NoArg")
 }
 
 kotlinSparkApi {
diff --git a/gradle/bootstraps/compiler-plugin.jar b/gradle/bootstraps/compiler-plugin.jar
index 2ea26a00e4761153ad5ca395caecf07e160af1d3..af6fb778737690d95bd62bfbe96d5a4fdf668ac4 100644
GIT binary patch
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diff --git a/gradle/bootstraps/gradle-plugin.jar b/gradle/bootstraps/gradle-plugin.jar
index 7d1d03583c8455b18df1d685c5e79520b1ef63c2..fe0cde250c326c54b81d7fb2fbc7f7483f384527 100644
GIT binary patch
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diff --git a/jupyter/src/main/kotlin/org/jetbrains/kotlinx/spark/api/jupyter/Integration.kt b/jupyter/src/main/kotlin/org/jetbrains/kotlinx/spark/api/jupyter/Integration.kt
index 448751ae..6e2585dc 100644
--- a/jupyter/src/main/kotlin/org/jetbrains/kotlinx/spark/api/jupyter/Integration.kt
+++ b/jupyter/src/main/kotlin/org/jetbrains/kotlinx/spark/api/jupyter/Integration.kt
@@ -19,21 +19,43 @@
  */
 package org.jetbrains.kotlinx.spark.api.jupyter
 
-import kotlinx.serialization.Serializable
-import kotlinx.serialization.json.*
+import org.apache.spark.api.java.JavaDoubleRDD
+import org.apache.spark.api.java.JavaPairRDD
+import org.apache.spark.api.java.JavaRDD
 import org.apache.spark.api.java.JavaRDDLike
 import org.apache.spark.rdd.RDD
 import org.apache.spark.sql.Dataset
 import org.intellij.lang.annotations.Language
-import org.jetbrains.kotlinx.jupyter.api.*
+import org.jetbrains.kotlinx.jupyter.api.Code
+import org.jetbrains.kotlinx.jupyter.api.FieldValue
+import org.jetbrains.kotlinx.jupyter.api.KotlinKernelHost
+import org.jetbrains.kotlinx.jupyter.api.MimeTypedResult
+import org.jetbrains.kotlinx.jupyter.api.Notebook
+import org.jetbrains.kotlinx.jupyter.api.VariableDeclaration
+import org.jetbrains.kotlinx.jupyter.api.createRendererByCompileTimeType
+import org.jetbrains.kotlinx.jupyter.api.declare
 import org.jetbrains.kotlinx.jupyter.api.libraries.JupyterIntegration
+import org.jetbrains.kotlinx.jupyter.api.textResult
+import org.jetbrains.kotlinx.spark.api.SparkSession
 import org.jetbrains.kotlinx.spark.api.jupyter.Properties.Companion.displayLimitName
 import org.jetbrains.kotlinx.spark.api.jupyter.Properties.Companion.displayTruncateName
 import org.jetbrains.kotlinx.spark.api.jupyter.Properties.Companion.scalaName
 import org.jetbrains.kotlinx.spark.api.jupyter.Properties.Companion.sparkName
 import org.jetbrains.kotlinx.spark.api.jupyter.Properties.Companion.sparkPropertiesName
 import org.jetbrains.kotlinx.spark.api.jupyter.Properties.Companion.versionName
-import kotlin.reflect.KProperty1
+import org.jetbrains.kotlinx.spark.api.kotlinEncoderFor
+import org.jetbrains.kotlinx.spark.api.plugin.annotations.ColumnName
+import org.jetbrains.kotlinx.spark.api.plugin.annotations.Sparkify
+import scala.Tuple2
+import kotlin.reflect.KClass
+import kotlin.reflect.KMutableProperty
+import kotlin.reflect.full.createType
+import kotlin.reflect.full.findAnnotation
+import kotlin.reflect.full.isSubtypeOf
+import kotlin.reflect.full.memberFunctions
+import kotlin.reflect.full.memberProperties
+import kotlin.reflect.full.primaryConstructor
+import kotlin.reflect.full.valueParameters
 import kotlin.reflect.typeOf
 
 
@@ -46,9 +68,6 @@ abstract class Integration(private val notebook: Notebook, private val options:
     protected val sparkVersion = /*$"\""+spark+"\""$*/ /*-*/ ""
     protected val version = /*$"\""+version+"\""$*/ /*-*/ ""
 
-    protected val displayLimitOld = "DISPLAY_LIMIT"
-    protected val displayTruncateOld = "DISPLAY_TRUNCATE"
-
     protected val properties: Properties
         get() = notebook
             .variablesState[sparkPropertiesName]!!
@@ -101,6 +120,7 @@ abstract class Integration(private val notebook: Notebook, private val options:
     )
 
     open val imports: Array<String> = arrayOf(
+        "org.jetbrains.kotlinx.spark.api.plugin.annotations.*",
         "org.jetbrains.kotlinx.spark.api.*",
         "org.jetbrains.kotlinx.spark.api.tuples.*",
         *(1..22).map { "scala.Tuple$it" }.toTypedArray(),
@@ -116,6 +136,9 @@ abstract class Integration(private val notebook: Notebook, private val options:
         "org.apache.spark.streaming.*",
     )
 
+    // Needs to be set by integration
+    var spark: SparkSession? = null
+
     override fun Builder.onLoaded() {
         dependencies(*dependencies)
         import(*imports)
@@ -135,27 +158,6 @@ abstract class Integration(private val notebook: Notebook, private val options:
                 )
             )
 
-            @Language("kts")
-            val _0 = execute(
-                """
-                @Deprecated("Use ${displayLimitName}=${properties.displayLimit} in %use magic or ${sparkPropertiesName}.${displayLimitName} = ${properties.displayLimit} instead", ReplaceWith("${sparkPropertiesName}.${displayLimitName}"))
-                var $displayLimitOld: Int
-                    get() = ${sparkPropertiesName}.${displayLimitName}
-                    set(value) {
-                        println("$displayLimitOld is deprecated: Use ${sparkPropertiesName}.${displayLimitName} instead")
-                        ${sparkPropertiesName}.${displayLimitName} = value
-                    }
-                
-                @Deprecated("Use ${displayTruncateName}=${properties.displayTruncate} in %use magic or ${sparkPropertiesName}.${displayTruncateName} = ${properties.displayTruncate} instead", ReplaceWith("${sparkPropertiesName}.${displayTruncateName}"))
-                var $displayTruncateOld: Int
-                    get() = ${sparkPropertiesName}.${displayTruncateName}
-                    set(value) {
-                        println("$displayTruncateOld is deprecated: Use ${sparkPropertiesName}.${displayTruncateName} instead")
-                        ${sparkPropertiesName}.${displayTruncateName} = value
-                    }
-            """.trimIndent()
-            )
-
             onLoaded()
         }
 
@@ -180,27 +182,119 @@ abstract class Integration(private val notebook: Notebook, private val options:
             onShutdown()
         }
 
+        onClassAnnotation<Sparkify> {
+            for (klass in it) {
+                if (klass.isData) {
+                    execute(generateSparkifyClass(klass))
+                }
+            }
+        }
 
         // Render Dataset
         render<Dataset<*>> {
-            with(properties) {
-                HTML(it.toHtml(limit = displayLimit, truncate = displayTruncate))
-            }
+            renderDataset(it)
         }
 
-        render<RDD<*>> {
-            with(properties) {
-                HTML(it.toJavaRDD().toHtml(limit = displayLimit, truncate = displayTruncate))
+        // using compile time KType, convert this JavaRDDLike to Dataset and render it
+        notebook.renderersProcessor.registerWithoutOptimizing(
+            createRendererByCompileTimeType<JavaRDDLike<*, *>> {
+                if (spark == null) return@createRendererByCompileTimeType it.value.toString()
+
+                val rdd = (it.value as JavaRDDLike<*, *>).rdd()
+                val type = when {
+                    it.type.isSubtypeOf(typeOf<JavaDoubleRDD>()) ->
+                        typeOf<Double>()
+
+                    it.type.isSubtypeOf(typeOf<JavaPairRDD<*, *>>()) ->
+                        Tuple2::class.createType(
+                            listOf(
+                                it.type.arguments.first(),
+                                it.type.arguments.last(),
+                            )
+                        )
+
+                    it.type.isSubtypeOf(typeOf<JavaRDD<*>>()) ->
+                        it.type.arguments.first().type!!
+
+                    else -> it.type.arguments.first().type!!
+                }
+                val ds = spark!!.createDataset(rdd, kotlinEncoderFor(type))
+                renderDataset(ds)
             }
-        }
+        )
+
+        // using compile time KType, convert this RDD to Dataset and render it
+        notebook.renderersProcessor.registerWithoutOptimizing(
+            createRendererByCompileTimeType<RDD<*>> {
+                if (spark == null) return@createRendererByCompileTimeType it.value.toString()
 
-        render<JavaRDDLike<*, *>> {
-            with(properties) {
-                HTML(it.toHtml(limit = displayLimit, truncate = displayTruncate))
+                val rdd = it.value as RDD<*>
+                val type = it.type.arguments.first().type!!
+                val ds = spark!!.createDataset(rdd, kotlinEncoderFor(type))
+                renderDataset(ds)
             }
+        )
+
+        onLoadedAlsoDo()
+    }
 
+    private fun renderDataset(it: Dataset<*>): MimeTypedResult =
+        with(properties) {
+            val showFunction = Dataset::class
+                .memberFunctions
+                .firstOrNull { it.name == "showString" && it.valueParameters.size == 3 }
+
+            textResult(
+                if (showFunction != null) {
+                    showFunction.call(it, displayLimit, displayTruncate, false) as String
+                } else {
+                    // if the function cannot be called, make sure it will call println instead
+                    it.show(displayLimit, displayTruncate)
+                    ""
+                }
+            )
         }
 
-        onLoadedAlsoDo()
+
+    // TODO wip
+    private fun generateSparkifyClass(klass: KClass<*>): Code {
+//        val name = "`${klass.simpleName!!}${'$'}Generated`"
+        val name = klass.simpleName
+        val constructorArgs = klass.primaryConstructor!!.parameters
+        val visibility = klass.visibility?.name?.lowercase() ?: ""
+        val memberProperties = klass.memberProperties
+
+        val properties = constructorArgs.associateWith {
+            memberProperties.first { it.name == it.name }
+        }
+
+        val constructorParamsCode = properties.entries.joinToString("\n") { (param, prop) ->
+            // TODO check override
+            if (param.isOptional) TODO()
+            val modifier = if (prop is KMutableProperty<*>) "var" else "val"
+            val paramVisiblity = prop.visibility?.name?.lowercase() ?: ""
+            val columnName = param.findAnnotation<ColumnName>()?.name ?: param.name!!
+
+            "|     @get:kotlin.jvm.JvmName(\"$columnName\") $paramVisiblity $modifier ${param.name}: ${param.type},"
+        }
+
+        val productElementWhenParamsCode = properties.entries.joinToString("\n") { (param, _) ->
+            "|        ${param.index} -> this.${param.name}"
+        }
+
+        @Language("kotlin")
+        val code = """
+            |$visibility data class $name(
+            $constructorParamsCode
+            |): scala.Product, java.io.Serializable {
+            |    override fun canEqual(that: Any?): Boolean = that is $name
+            |    override fun productArity(): Int = ${constructorArgs.size}
+            |    override fun productElement(n: Int): Any = when (n) {
+            $productElementWhenParamsCode
+            |        else -> throw IndexOutOfBoundsException()
+            |    }
+            |}
+        """.trimMargin()
+        return code
     }
 }
diff --git a/jupyter/src/main/kotlin/org/jetbrains/kotlinx/spark/api/jupyter/SparkIntegration.kt b/jupyter/src/main/kotlin/org/jetbrains/kotlinx/spark/api/jupyter/SparkIntegration.kt
index cc308116..0c4eb096 100644
--- a/jupyter/src/main/kotlin/org/jetbrains/kotlinx/spark/api/jupyter/SparkIntegration.kt
+++ b/jupyter/src/main/kotlin/org/jetbrains/kotlinx/spark/api/jupyter/SparkIntegration.kt
@@ -25,6 +25,7 @@ package org.jetbrains.kotlinx.spark.api.jupyter
 import org.intellij.lang.annotations.Language
 import org.jetbrains.kotlinx.jupyter.api.KotlinKernelHost
 import org.jetbrains.kotlinx.jupyter.api.Notebook
+import org.jetbrains.kotlinx.spark.api.SparkSession
 import org.jetbrains.kotlinx.spark.api.jupyter.Properties.Companion.appNameName
 import org.jetbrains.kotlinx.spark.api.jupyter.Properties.Companion.sparkMasterName
 
@@ -86,7 +87,7 @@ class SparkIntegration(notebook: Notebook, options: MutableMap<String, String?>)
             """
                 inline fun <reified T> dfOf(vararg arg: T): Dataset<Row> = spark.dfOf(*arg)""".trimIndent(),
             """
-                inline fun <reified T> emptyDataset(): Dataset<T> = spark.emptyDataset(encoder<T>())""".trimIndent(),
+                inline fun <reified T> emptyDataset(): Dataset<T> = spark.emptyDataset(kotlinEncoderFor<T>())""".trimIndent(),
             """
                 inline fun <reified T> dfOf(colNames: Array<String>, vararg arg: T): Dataset<Row> = spark.dfOf(colNames, *arg)""".trimIndent(),
             """
@@ -108,6 +109,8 @@ class SparkIntegration(notebook: Notebook, options: MutableMap<String, String?>)
             """
                 inline fun <RETURN, reified NAMED_UDF : NamedUserDefinedFunction<RETURN, *>> UserDefinedFunction<RETURN, NAMED_UDF>.register(name: String): NAMED_UDF = spark.udf().register(name = name, udf = this)""".trimIndent(),
         ).map(::execute)
+
+        spark = execute("spark").value as SparkSession
     }
 
     override fun KotlinKernelHost.onShutdown() {
diff --git a/jupyter/src/test/kotlin/org/jetbrains/kotlinx/spark/api/jupyter/JupyterTests.kt b/jupyter/src/test/kotlin/org/jetbrains/kotlinx/spark/api/jupyter/JupyterTests.kt
index b82512b7..3ffd37be 100644
--- a/jupyter/src/test/kotlin/org/jetbrains/kotlinx/spark/api/jupyter/JupyterTests.kt
+++ b/jupyter/src/test/kotlin/org/jetbrains/kotlinx/spark/api/jupyter/JupyterTests.kt
@@ -32,15 +32,12 @@ import org.apache.spark.api.java.JavaSparkContext
 import org.apache.spark.streaming.api.java.JavaStreamingContext
 import org.intellij.lang.annotations.Language
 import org.jetbrains.kotlinx.jupyter.EvalRequestData
-import org.jetbrains.kotlinx.jupyter.MutableNotebook
 import org.jetbrains.kotlinx.jupyter.ReplForJupyter
-import org.jetbrains.kotlinx.jupyter.ReplForJupyterImpl
 import org.jetbrains.kotlinx.jupyter.api.Code
 import org.jetbrains.kotlinx.jupyter.api.MimeTypedResult
-import org.jetbrains.kotlinx.jupyter.libraries.EmptyResolutionInfoProvider
+import org.jetbrains.kotlinx.jupyter.api.MimeTypes
 import org.jetbrains.kotlinx.jupyter.repl.EvalResultEx
 import org.jetbrains.kotlinx.jupyter.repl.creating.createRepl
-import org.jetbrains.kotlinx.jupyter.testkit.JupyterReplTestCase
 import org.jetbrains.kotlinx.jupyter.testkit.ReplProvider
 import org.jetbrains.kotlinx.jupyter.util.PatternNameAcceptanceRule
 import org.jetbrains.kotlinx.spark.api.SparkSession
@@ -83,10 +80,11 @@ class JupyterTests : ShouldSpec({
 
     context("Jupyter") {
         withRepl {
+            exec("%trackExecution")
 
             should("Allow functions on local data classes") {
                 @Language("kts")
-                val klass = exec("""data class Test(val a: Int, val b: String)""")
+                val klass = exec("""@Sparkify data class Test(val a: Int, val b: String)""")
 
                 @Language("kts")
                 val ds = exec("""val ds = dsOf(Test(1, "hi"), Test(2, "something"))""")
@@ -112,7 +110,7 @@ class JupyterTests : ShouldSpec({
 
             should("render Datasets") {
                 @Language("kts")
-                val html = execHtml(
+                val html = execForDisplayText(
                     """
                     val ds = listOf(1, 2, 3).toDS()
                     ds
@@ -128,7 +126,7 @@ class JupyterTests : ShouldSpec({
 
             should("render JavaRDDs") {
                 @Language("kts")
-                val html = execHtml(
+                val html = execForDisplayText(
                     """
                     val rdd: JavaRDD<List<Int>> = listOf(
                         listOf(1, 2, 3), 
@@ -145,7 +143,7 @@ class JupyterTests : ShouldSpec({
 
             should("render JavaRDDs with Arrays") {
                 @Language("kts")
-                val html = execHtml(
+                val html = execForDisplayText(
                     """
                     val rdd: JavaRDD<IntArray> = rddOf(
                         intArrayOf(1, 2, 3), 
@@ -165,7 +163,7 @@ class JupyterTests : ShouldSpec({
                 @Language("kts")
                 val klass = exec(
                     """
-                    data class Test(
+                    @Sparkify data class Test(
                         val longFirstName: String,
                         val second: LongArray,
                         val somethingSpecial: Map<Int, String>,
@@ -174,7 +172,7 @@ class JupyterTests : ShouldSpec({
                 )
 
                 @Language("kts")
-                val html = execHtml(
+                val html = execForDisplayText(
                     """
                     val rdd =
                         listOf(
@@ -185,29 +183,40 @@ class JupyterTests : ShouldSpec({
                     rdd
                     """.trimIndent()
                 )
-                html shouldContain "Test(longFirstName=aaaaaaaa..."
+                html shouldContain """
+                    +-------------+---------------+--------------------+
+                    |longFirstName|         second|    somethingSpecial|
+                    +-------------+---------------+--------------------+
+                    |    aaaaaaaaa|[1, 100000, 24]|{1 -> one, 2 -> two}|
+                    |    aaaaaaaaa|[1, 100000, 24]|{1 -> one, 2 -> two}|
+                    +-------------+---------------+--------------------+""".trimIndent()
             }
 
             should("render JavaPairRDDs") {
                 @Language("kts")
-                val html = execHtml(
+                val html = execForDisplayText(
                     """
                     val rdd: JavaPairRDD<Int, Int> = rddOf(
-                        c(1, 2).toTuple(),
-                        c(3, 4).toTuple(),
+                        t(1, 2),
+                        t(3, 4),
                     ).toJavaPairRDD()
                     rdd
                     """.trimIndent()
                 )
                 println(html)
 
-                html shouldContain "1, 2"
-                html shouldContain "3, 4"
+                html shouldContain """
+                    +---+---+
+                    | _1| _2|
+                    +---+---+
+                    |  1|  2|
+                    |  3|  4|
+                    +---+---+""".trimIndent()
             }
 
             should("render JavaDoubleRDD") {
                 @Language("kts")
-                val html = execHtml(
+                val html = execForDisplayText(
                     """
                     val rdd: JavaDoubleRDD = rddOf(1.0, 2.0, 3.0, 4.0,).toJavaDoubleRDD()
                     rdd
@@ -223,7 +232,7 @@ class JupyterTests : ShouldSpec({
 
             should("render Scala RDD") {
                 @Language("kts")
-                val html = execHtml(
+                val html = execForDisplayText(
                     """
                     val rdd: RDD<List<Int>> = rddOf(
                         listOf(1, 2, 3), 
@@ -244,9 +253,9 @@ class JupyterTests : ShouldSpec({
                 val oldTruncation = exec("""sparkProperties.displayTruncate""") as Int
 
                 @Language("kts")
-                val html = execHtml(
+                val html = execForDisplayText(
                     """
-                        data class Test(val a: String)
+                        @Sparkify data class Test(val a: String)
                         sparkProperties.displayTruncate = 3
                         dsOf(Test("aaaaaaaaaa"))
                     """.trimIndent()
@@ -255,8 +264,8 @@ class JupyterTests : ShouldSpec({
                 @Language("kts")
                 val restoreTruncation = exec("""sparkProperties.displayTruncate = $oldTruncation""")
 
-                html shouldContain "<td>aaa</td>"
-                html shouldNotContain "<td>aaaaaaaaaa</td>"
+                html shouldContain "aaa"
+                html shouldNotContain "aaaaaaaaaa"
             }
 
             should("limit dataset rows using properties") {
@@ -265,9 +274,9 @@ class JupyterTests : ShouldSpec({
                 val oldLimit = exec("""sparkProperties.displayLimit""") as Int
 
                 @Language("kts")
-                val html = execHtml(
+                val html = execForDisplayText(
                     """
-                        data class Test(val a: String)
+                        @Sparkify data class Test(val a: String)
                         sparkProperties.displayLimit = 3
                         dsOf(Test("a"), Test("b"), Test("c"), Test("d"), Test("e"))
                     """.trimIndent()
@@ -276,11 +285,11 @@ class JupyterTests : ShouldSpec({
                 @Language("kts")
                 val restoreLimit = exec("""sparkProperties.displayLimit = $oldLimit""")
 
-                html shouldContain "<td>a</td>"
-                html shouldContain "<td>b</td>"
-                html shouldContain "<td>c</td>"
-                html shouldNotContain "<td>d</td>"
-                html shouldNotContain "<td>e</td>"
+                html shouldContain "a|"
+                html shouldContain "b|"
+                html shouldContain "c|"
+                html shouldNotContain "d|"
+                html shouldNotContain "e|"
             }
 
             should("truncate rdd cells using properties") {
@@ -289,7 +298,7 @@ class JupyterTests : ShouldSpec({
                 val oldTruncation = exec("""sparkProperties.displayTruncate""") as Int
 
                 @Language("kts")
-                val html = execHtml(
+                val html = execForDisplayText(
                     """
                         sparkProperties.displayTruncate = 3
                         rddOf("aaaaaaaaaa")
@@ -299,8 +308,8 @@ class JupyterTests : ShouldSpec({
                 @Language("kts")
                 val restoreTruncation = exec("""sparkProperties.displayTruncate = $oldTruncation""")
 
-                html shouldContain "<td>aaa</td>"
-                html shouldNotContain "<td>aaaaaaaaaa</td>"
+                html shouldContain "aaa"
+                html shouldNotContain "aaaaaaaaaa"
             }
 
             should("limit rdd rows using properties") {
@@ -309,7 +318,7 @@ class JupyterTests : ShouldSpec({
                 val oldLimit = exec("""sparkProperties.displayLimit""") as Int
 
                 @Language("kts")
-                val html = execHtml(
+                val html = execForDisplayText(
                     """
                         sparkProperties.displayLimit = 3
                         rddOf("a", "b", "c", "d", "e")
@@ -319,11 +328,11 @@ class JupyterTests : ShouldSpec({
                 @Language("kts")
                 val restoreLimit = exec("""sparkProperties.displayLimit = $oldLimit""")
 
-                html shouldContain "<td>a</td>"
-                html shouldContain "<td>b</td>"
-                html shouldContain "<td>c</td>"
-                html shouldNotContain "<td>d</td>"
-                html shouldNotContain "<td>e</td>"
+                html shouldContain " a|"
+                html shouldContain " b|"
+                html shouldContain " c|"
+                html shouldNotContain " d|"
+                html shouldNotContain " e|"
             }
 
             @Language("kts")
@@ -391,7 +400,7 @@ class JupyterStreamingTests : ShouldSpec({
                 }
             }
 
-            xshould("stream") {
+            should("stream") {
 
                 @Language("kts")
                 val value = exec(
@@ -458,4 +467,11 @@ private fun ReplForJupyter.execHtml(code: Code): String {
     return html
 }
 
+private fun ReplForJupyter.execForDisplayText(code: Code): String {
+    val res = exec<MimeTypedResult>(code)
+    val text = res[MimeTypes.PLAIN_TEXT]
+    text.shouldNotBeNull()
+    return text
+}
+
 class Counter(@Volatile var value: Int) : Serializable
diff --git a/settings.gradle.kts b/settings.gradle.kts
index 8ad32812..98776e06 100644
--- a/settings.gradle.kts
+++ b/settings.gradle.kts
@@ -35,7 +35,7 @@ rootProject.name = "kotlin-spark-api-parent_$versions"
 include("scala-helpers")
 include("scala-tuples-in-kotlin")
 include("kotlin-spark-api")
-//include("jupyter")
+include("jupyter")
 include("examples")
 include("compiler-plugin")
 include("gradle-plugin")
@@ -46,7 +46,7 @@ project(":scala-tuples-in-kotlin").name = "scala-tuples-in-kotlin_$scalaCompat"
 
 // spark+scala dependent
 project(":kotlin-spark-api").name = "kotlin-spark-api_$versions"
-//project(":jupyter").name = "jupyter_$versions"
+project(":jupyter").name = "jupyter_$versions"
 project(":examples").name = "examples_$versions"
 
 buildCache {