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NU-1848: Flink base types registration mechanism #7097

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3 changes: 2 additions & 1 deletion build.sbt
Original file line number Diff line number Diff line change
Expand Up @@ -1643,7 +1643,8 @@ lazy val flinkComponentsApi = (project in flink("components-api"))
name := "nussknacker-flink-components-api",
libraryDependencies ++= {
Seq(
"org.apache.flink" % "flink-streaming-java" % flinkV % Provided,
"org.apache.flink" % "flink-streaming-java" % flinkV % Provided,
"org.scalatest" %% "scalatest" % scalaTestV % Test
)
}
)
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4 changes: 3 additions & 1 deletion docs/Changelog.md
Original file line number Diff line number Diff line change
Expand Up @@ -77,7 +77,9 @@
* [#6988](https://github.com/TouK/nussknacker/pull/6988) Remove unused API classes: `MultiMap`, `TimestampedEvictableStateFunction`
* [#7000](https://github.com/TouK/nussknacker/pull/7000) Show all possible options for dictionary editor on open.
* [#6979](https://github.com/TouK/nussknacker/pull/6979) Introduces an activities panel that provides information about all system activities.
* [#7058](https://github.com/TouK/nussknacker/pull/7058) Performance optimization: Add missing Flink TypeInformation for better serialization
* Performance optimization:
* [#7058](https://github.com/TouK/nussknacker/pull/7058) Add missing Flink TypeInformation for better serialization
* [#7097](https://github.com/TouK/nussknacker/pull/7097) Flink base types registration mechanism

## 1.17

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5 changes: 4 additions & 1 deletion docs/MigrationGuide.md
Original file line number Diff line number Diff line change
Expand Up @@ -75,10 +75,13 @@ To see the biggest differences please consult the [changelog](Changelog.md).
want to keep using Flink pre-1.19 with current Nussknacker, please refer to compatibility providing plugins in
https://github.com/TouK/nussknacker-flink-compatibility.

* [#7058](https://github.com/TouK/nussknacker/pull/7058) Performance optimization: Add missing Flink TypeInformation for better serialization
* Performance optimization:
* [#7058](https://github.com/TouK/nussknacker/pull/7058) Add missing Flink TypeInformation for better serialization
* In case of using base (bounded and unbounded) Flink components state will be probably not compatible
* `FlinkCustomNodeContext.typeInformationDetection` has been removed, please use `TypeInformationDetection.instance` instead
* `FlinkCustomNodeContext.forCustomContext` has been removed, please use `TypeInformationDetection.instance.forValueWithContext` instead
* [#7097](https://github.com/TouK/nussknacker/pull/7097) Flink base types registration mechanism
* In case of using types: java.time.LocalDate, java.time.LocalTime, java.time.LocalDateTime with CaseClassTypeInfo mechanism, state probably will be lost

### Configuration changes
* [#6979](https://github.com/TouK/nussknacker/pull/6979) Add `type: "activities-panel"` to the `processToolbarConfig` which replaces removed `{ type: "versions-panel" }` `{ type: "comments-panel" }` and `{ type: "attachments-panel" }`
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Original file line number Diff line number Diff line change
@@ -0,0 +1,62 @@
package pl.touk.nussknacker.engine.flink.api.typeinformation

import org.apache.flink.api.common.typeinfo.{TypeInfoFactory, TypeInformation, Types}
import org.apache.flink.api.java.typeutils.TypeExtractor

import java.lang.reflect.Type
import java.time.{LocalDate, LocalDateTime, LocalTime}
import java.util

object FlinkBaseTypeInfoRegister {
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private[typeinformation] case class Base[T, K <: TypeInfoFactory[T]](klass: Class[T], factoryClass: Class[K])
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private[typeinformation] val baseTypes = List(
Base(classOf[LocalDate], classOf[LocalDateTypeInfoFactory]),
Base(classOf[LocalTime], classOf[LocalTimeTypeInfoFactory]),
Base(classOf[LocalDateTime], classOf[LocalDateTimeTypeInfoFactory]),
)

def makeSureBaseTypesAreRegistered(): Unit =
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baseTypes.foreach { base =>
register(base)
}

private def register(base: Base[_, _ <: TypeInfoFactory[_]]): Unit = {
val opt = Option(TypeExtractor.getTypeInfoFactory(base.klass))
if (opt.isEmpty) {
TypeExtractor.registerFactory(base.klass, base.factoryClass)
}
}

class LocalDateTypeInfoFactory extends TypeInfoFactory[LocalDate] {

override def createTypeInfo(
t: Type,
genericParameters: util.Map[String, TypeInformation[_]]
): TypeInformation[LocalDate] =
Types.LOCAL_DATE

}

class LocalTimeTypeInfoFactory extends TypeInfoFactory[LocalTime] {

override def createTypeInfo(
t: Type,
genericParameters: util.Map[String, TypeInformation[_]]
): TypeInformation[LocalTime] =
Types.LOCAL_TIME

}

class LocalDateTimeTypeInfoFactory extends TypeInfoFactory[LocalDateTime] {

override def createTypeInfo(
t: Type,
genericParameters: util.Map[String, TypeInformation[_]]
): TypeInformation[LocalDateTime] =
Types.LOCAL_DATE_TIME

}

}
Original file line number Diff line number Diff line change
Expand Up @@ -52,6 +52,8 @@ object TypeInformationDetection {
// We use SPI to provide implementation of TypeInformationDetection because we don't want to make
// implementation classes available in flink-components-api module.
val instance: TypeInformationDetection = {
FlinkBaseTypeInfoRegister.makeSureBaseTypesAreRegistered()

val classloader = Thread.currentThread().getContextClassLoader
ServiceLoader
.load(classOf[TypeInformationDetection], classloader)
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Original file line number Diff line number Diff line change
@@ -0,0 +1,49 @@
package pl.touk.nussknacker.engine.flink.api.typeinformation

import org.apache.flink.api.common.typeinfo.{TypeInformation, Types}
import org.apache.flink.api.java.typeutils.GenericTypeInfo
import org.scalatest.funsuite.AnyFunSuite
import org.scalatest.matchers.should.Matchers

import java.time.{Instant, LocalDate, LocalDateTime, LocalTime}
import java.sql.{Date, Time, Timestamp}

class FlinkBaseTypeInfoRegisterTest extends AnyFunSuite with Matchers {

private val reqByNuTypesMapping: Map[Class[_], TypeInformation[_]] = Map(
classOf[LocalDate] -> Types.LOCAL_DATE,
classOf[LocalTime] -> Types.LOCAL_TIME,
classOf[LocalDateTime] -> Types.LOCAL_DATE_TIME,
)

private val otherTypesMapping: Map[Class[_], TypeInformation[_]] = Map(
classOf[Instant] -> Types.INSTANT,
classOf[Date] -> Types.SQL_DATE,
classOf[Time] -> Types.SQL_TIME,
classOf[Timestamp] -> Types.SQL_TIMESTAMP,
)

test("Looking for TypeInformation for a base klass should return a GenericTypeInfo") {
FlinkBaseTypeInfoRegister.baseTypes.foreach { base =>
val typeInfo = TypeInformation.of(base.klass)
typeInfo shouldBe new GenericTypeInfo(base.klass)
}
}

test("Looking for TypeInformation for a base klass with register should return a SpecificTypeInformation") {
FlinkBaseTypeInfoRegister.makeSureBaseTypesAreRegistered()

FlinkBaseTypeInfoRegister.baseTypes.foreach { base =>
val typeInfo = TypeInformation.of(base.klass)
Some(typeInfo) shouldBe reqByNuTypesMapping.get(base.klass)
}
}

test("Verify TypeInformation.of for other types") {
otherTypesMapping.foreach { case (klass, expected) =>
val typeInfo = TypeInformation.of(klass)
typeInfo shouldBe expected
}
}

}
Original file line number Diff line number Diff line change
Expand Up @@ -9,6 +9,7 @@ import pl.touk.nussknacker.engine.ModelData
import pl.touk.nussknacker.engine.api.namespaces.NamingStrategy
import pl.touk.nussknacker.engine.api.{JobData, ProcessVersion}
import pl.touk.nussknacker.engine.deployment.DeploymentData
import pl.touk.nussknacker.engine.flink.api.typeinformation.FlinkBaseTypeInfoRegister
import pl.touk.nussknacker.engine.flink.api.{NamespaceMetricsTags, NkGlobalParameters}
import pl.touk.nussknacker.engine.process.util.Serializers

Expand Down Expand Up @@ -100,6 +101,7 @@ object ExecutionConfigPreparer extends LazyLogging {
override def prepareExecutionConfig(
config: ExecutionConfig
)(jobData: JobData, deploymentData: DeploymentData): Unit = {
FlinkBaseTypeInfoRegister.makeSureBaseTypesAreRegistered()
Serializers.registerSerializers(modelData, config)
if (enableObjectReuse) {
config.enableObjectReuse()
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Original file line number Diff line number Diff line change
Expand Up @@ -29,27 +29,6 @@ import pl.touk.nussknacker.engine.util.Implicits._
*/
class TypingResultAwareTypeInformationDetection extends TypeInformationDetection {

private val registeredTypeInfos: Map[TypedClass, TypeInformation[_]] = Map(
Typed.typedClass[String] -> Types.STRING,
Typed.typedClass[Boolean] -> Types.BOOLEAN,
Typed.typedClass[Byte] -> Types.BYTE,
Typed.typedClass[Short] -> Types.SHORT,
Typed.typedClass[Integer] -> Types.INT,
Typed.typedClass[Long] -> Types.LONG,
Typed.typedClass[Float] -> Types.FLOAT,
Typed.typedClass[Double] -> Types.DOUBLE,
Typed.typedClass[Character] -> Types.CHAR,
Typed.typedClass[java.math.BigDecimal] -> Types.BIG_DEC,
Typed.typedClass[java.math.BigInteger] -> Types.BIG_INT,
Typed.typedClass[java.time.LocalDate] -> Types.LOCAL_DATE,
Typed.typedClass[java.time.LocalTime] -> Types.LOCAL_TIME,
Typed.typedClass[java.time.LocalDateTime] -> Types.LOCAL_DATE_TIME,
Typed.typedClass[java.time.Instant] -> Types.INSTANT,
Typed.typedClass[java.sql.Date] -> Types.SQL_DATE,
Typed.typedClass[java.sql.Time] -> Types.SQL_TIME,
Typed.typedClass[java.sql.Timestamp] -> Types.SQL_TIMESTAMP,
)

def forContext(validationContext: ValidationContext): TypeInformation[Context] = {
val variables = forType(
Typed.record(validationContext.localVariables, Typed.typedClass[Map[String, AnyRef]])
Expand Down Expand Up @@ -82,8 +61,6 @@ class TypingResultAwareTypeInformationDetection extends TypeInformationDetection
// We generally don't use scala Maps in our runtime, but it is useful for some internal type infos: TODO move it somewhere else
case a: TypedObjectTypingResult if a.runtimeObjType.klass == classOf[Map[String, _]] =>
createScalaMapTypeInformation(a)
case a: SingleTypingResult if registeredTypeInfos.contains(a.runtimeObjType) =>
registeredTypeInfos(a.runtimeObjType)
// TODO: scala case classes are not handled nicely here... CaseClassTypeInfo is created only via macro, here Kryo is used
case a: SingleTypingResult if a.runtimeObjType.params.isEmpty =>
TypeInformation.of(a.runtimeObjType.klass)
Expand Down
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