├── .gitignore ├── Kafkastreamsserver └── src │ └── main │ └── java │ └── com │ └── lightbend │ ├── modelserver │ ├── store │ │ ├── ModelStateSerde.java │ │ ├── ModelStateStore.java │ │ ├── ModelStateStoreChangeLogger.java │ │ ├── ModelStateStoreSupplier.java │ │ ├── ReadableModelStateStore.java │ │ └── StoreState.java │ └── withstore │ │ ├── DataProcessorWithStore.java │ │ ├── ModelProcessorWithStore.java │ │ └── ModelServerWithStore.java │ └── queriablestate │ ├── HostStoreInfo.java │ ├── MetadataService.java │ ├── ModelServingInfo.java │ └── QueriesRestService.java ├── README.md ├── akkaserver └── src │ └── main │ └── scala │ └── com │ └── lightbend │ ├── modelserver │ ├── AkkaModelServer.scala │ ├── ModelStage.scala │ └── ReadableModelStateStore.scala │ └── queriablestate │ └── QueriesAkkaHttpResource.scala ├── data ├── WineQuality │ ├── saved_model.pb │ └── variables │ │ ├── variables.data-00000-of-00001 │ │ └── variables.index ├── optimized_WineQuality.pb ├── winequalityDecisionTreeClassification.pmml ├── winequalityDesisionTreeRegression.pmml ├── winequalityGeneralizedLinearRegressionGamma.pmml ├── winequalityGeneralizedLinearRegressionGaussian.pmml ├── winequalityLinearRegression.pmml ├── winequalityMultilayerPerceptron.pmml ├── winequalityRandonForrestClassification.pmml ├── winequality_red.csv └── winequality_red_names.csv ├── flinkserver └── src │ └── main │ ├── resources │ ├── log4j.properties.bat │ └── logback.xml.bat │ └── scala │ └── com │ └── lightbend │ └── modelserver │ ├── BadDataHandler.scala │ ├── keyed │ ├── DataProcessorKeyed.scala │ └── ModelServingKeyedJob.scala │ ├── partitioned │ ├── DataProcessorMap.scala │ └── ModelServingFlatJob.scala │ ├── query │ └── ModelStateQuery.scala │ └── typeschema │ ├── ByteArraySchema.scala │ └── ModelTypeSerializer.scala ├── kafkaclient └── src │ └── main │ └── scala │ └── com │ └── lightbend │ └── kafka │ ├── DataProvider.scala │ ├── KafkaMessageSender.scala │ └── ModelProvider.scala ├── kafkaconfiguration └── src │ └── main │ └── java │ └── com │ └── lightbend │ └── configuration │ └── kafka │ └── ApplicationKafkaParameters.java ├── model └── src │ └── main │ ├── java │ └── com │ │ └── lightbend │ │ └── model │ │ └── java │ │ ├── Model.java │ │ ├── ModelFactory.java │ │ ├── PMML │ │ ├── PMMLModel.java │ │ └── PMMLModelFactory.java │ │ └── tensorflow │ │ ├── TensorflowModel.java │ │ └── TensorflowModelFactory.java │ └── scala │ └── com │ └── lightbend │ └── model │ └── scala │ ├── DataWithModel.scala │ ├── Model.scala │ ├── ModelFactory.scala │ ├── PMML │ └── PMMLModel.scala │ └── tensorflow │ └── TensorFlowModel.scala ├── project ├── Dependencies.scala ├── Versions.scala ├── assembly.sbt ├── build.properties └── scalapb.sbt ├── protobufs └── src │ └── main │ └── protobuf │ ├── modeldescriptor.proto │ └── winerecord.proto ├── servingsamples └── src │ └── main │ └── scala │ └── com │ └── lightbend │ ├── jpmml │ └── WineQualityRandomForestClassifier.scala │ └── tensorflow │ ├── WineModelServing.scala │ └── WineModelServingBundle.scala ├── sparkML └── src │ └── main │ └── scala │ └── com │ └── lightbend │ └── spark │ └── ml │ ├── WineQualityDecisionTreeClassifier.scala │ ├── WineQualityDecisionTreeRegressor.scala │ ├── WineQualityPerceptron.scala │ ├── WineQualityRandomForrestClassifier.scala │ ├── WinequalityGeneralizedLinearRegression.scala │ └── WinequalityLinearRegression.scala ├── sparkserver └── src │ └── main │ └── scala │ └── com │ └── lightbend │ └── modelserver │ ├── DataRecord.scala │ ├── ModelSerializerKryo.scala │ └── SparkModelServer.scala └── utils └── src └── main ├── java └── com │ └── lightbend │ └── modelserver │ └── support │ └── java │ ├── DataConverter.java │ └── ModelToServe.java └── scala └── com └── lightbend └── modelserver ├── kafka ├── EmbeddedSingleNodeKafkaCluster.scala ├── KafkaEmbedded.scala └── KafkaSupport.scala └── support └── scala ├── DataReader.scala └── ModelToServe.scala /.gitignore: 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