├── MachineLearningPlatformClient ├── WebContent │ ├── META-INF │ │ └── MANIFEST.MF │ ├── WEB-INF │ │ └── web.xml │ ├── js │ │ ├── lib │ │ │ ├── jquery-3.2.1.min.js │ │ │ └── jquery.json.min.js │ │ └── test.js │ └── test.html ├── pom.xml ├── src │ └── main │ │ ├── java │ │ └── com │ │ │ └── hhu │ │ │ └── machinelearningplatformclient │ │ │ ├── algorithm │ │ │ └── ParameterValueType.java │ │ │ ├── common │ │ │ ├── ByteObjectUtil.java │ │ │ ├── HBaseUtil.java │ │ │ ├── HDFSUtils.java │ │ │ ├── RedisUtils.java │ │ │ └── ResourcePath.java │ │ │ ├── config │ │ │ └── SystemConfig.java │ │ │ ├── controller │ │ │ └── TaskController.java │ │ │ ├── data │ │ │ ├── DataFile.java │ │ │ ├── DataFileType.java │ │ │ └── FieldInfo.java │ │ │ ├── entity │ │ │ ├── MLAlgorithm.java │ │ │ ├── Parameter.java │ │ │ ├── Response.java │ │ │ ├── ResponseCode.java │ │ │ └── TaskInit.java │ │ │ ├── exception │ │ │ └── ConfigInitException.java │ │ │ ├── model │ │ │ └── AlgorithmModel.java │ │ │ └── task │ │ │ ├── SparkTaskAlgorithm.java │ │ │ ├── SparkTaskExecutor.java │ │ │ ├── TaskExecution.java │ │ │ ├── TaskInfo.java │ │ │ ├── TaskManager.java │ │ │ ├── TaskState.java │ │ │ └── TaskType.java │ │ └── resources │ │ ├── hdfs.properties │ │ ├── kubernetes.properties │ │ ├── log4js.properties │ │ ├── redis.properties │ │ └── springmvc.xml └── target │ └── classes │ ├── META-INF │ ├── MANIFEST.MF │ └── maven │ │ └── MachineLearningPlatform │ │ └── MachineLearningPlatformClient │ │ ├── pom.properties │ │ └── pom.xml │ ├── com │ └── hhu │ │ └── machinelearningplatformclient │ │ ├── algorithm │ │ └── ParameterValueType.class │ │ ├── common │ │ ├── ByteObjectUtil.class │ │ ├── HBaseUtil.class │ │ ├── HDFSUtils.class │ │ ├── RedisUtils$1.class │ │ ├── RedisUtils$2.class │ │ ├── RedisUtils$3.class │ │ ├── RedisUtils.class │ │ └── ResourcePath.class │ │ ├── config │ │ └── SystemConfig.class │ │ ├── controller │ │ └── TaskController.class │ │ ├── data │ │ ├── DataFile.class │ │ ├── DataFileType.class │ │ └── FieldInfo.class │ │ ├── entity │ │ ├── MLAlgorithm.class │ │ ├── Parameter.class │ │ ├── Response.class │ │ ├── ResponseCode.class │ │ └── TaskInit.class │ │ ├── exception │ │ └── ConfigInitException.class │ │ ├── model │ │ └── AlgorithmModel.class │ │ └── task │ │ ├── SparkTaskAlgorithm.class │ │ ├── SparkTaskExecutor.class │ │ ├── TaskExecution.class │ │ ├── TaskInfo.class │ │ ├── TaskManager.class │ │ ├── TaskState.class │ │ └── TaskType.class │ ├── hdfs.properties │ ├── kubernetes.properties │ ├── log4js.properties │ ├── redis.properties │ └── springmvc.xml ├── MachineLearningPlatformServer ├── pom.xml ├── src │ ├── main │ │ ├── MLAlgorithmLoaderTest.java │ │ ├── java │ │ │ └── com │ │ │ │ └── hhu │ │ │ │ └── machinelearningplatformserver │ │ │ │ ├── algorithm │ │ │ │ ├── ComponentType.java │ │ │ │ ├── MLAlgorithmDesc.java │ │ │ │ ├── MLAlgorithmLoader.java │ │ │ │ ├── ParameterDesc.java │ │ │ │ ├── ParameterValueType.java │ │ │ │ └── UsageType.java │ │ │ │ ├── common │ │ │ │ ├── ByteObjectUtil.java │ │ │ │ ├── ConfigUtils.java │ │ │ │ ├── HBaseUtil.java │ │ │ │ ├── HDFSUtils.java │ │ │ │ ├── JRedisPoolConfig.java │ │ │ │ ├── JedisUtils.java │ │ │ │ ├── RandomUtil.java │ │ │ │ └── ResourcePath.java │ │ │ │ ├── data │ │ │ │ ├── DataFile.java │ │ │ │ ├── DataFileMapper.java │ │ │ │ ├── DataFileType.java │ │ │ │ ├── FieldInfo.java │ │ │ │ ├── LineParse.java │ │ │ │ ├── PersistDataset.java │ │ │ │ └── SparkDataFileConverter.java │ │ │ │ ├── exception │ │ │ │ ├── CantConverException.java │ │ │ │ └── ConfigInitException.java │ │ │ │ ├── model │ │ │ │ └── AlgorithmModel.java │ │ │ │ ├── proxy │ │ │ │ ├── EstimatorProxy.java │ │ │ │ ├── MLAlgorithmProxy.java │ │ │ │ ├── ModelProxy.java │ │ │ │ └── TransformerProxy.java │ │ │ │ ├── submit │ │ │ │ ├── LoadTaskInfo.java │ │ │ │ └── Submiter.java │ │ │ │ └── task │ │ │ │ ├── SparkTaskAlgorithm.java │ │ │ │ ├── SparkTaskInfo.java │ │ │ │ ├── TaskInfo.java │ │ │ │ ├── TaskState.java │ │ │ │ └── TaskType.java │ │ └── resources │ │ │ ├── hdfs.properties │ │ │ └── redis.properties │ └── test │ │ ├── java │ │ ├── Test.java │ │ └── Test1.java │ │ └── resources │ │ ├── datafile.csv │ │ └── test.json └── target │ ├── classes │ ├── META-INF │ │ ├── MANIFEST.MF │ │ └── maven │ │ │ └── MachineLearningPlatform │ │ │ └── MachineLearningPlatformServer │ │ │ ├── pom.properties │ │ │ └── pom.xml │ ├── com │ │ └── hhu │ │ │ └── machinelearningplatformserver │ │ │ ├── algorithm │ │ │ ├── ComponentType.class │ │ │ ├── MLAlgorithmDesc.class │ │ │ ├── MLAlgorithmLoader.class │ │ │ ├── ParameterDesc.class │ │ │ ├── ParameterValueType.class │ │ │ └── UsageType.class │ │ │ ├── common │ │ │ ├── ByteObjectUtil.class │ │ │ ├── ConfigUtils.class │ │ │ ├── HBaseUtil.class │ │ │ ├── HDFSUtils.class │ │ │ ├── JRedisPoolConfig.class │ │ │ ├── JedisUtils.class │ │ │ ├── RandomUtil.class │ │ │ └── ResourcePath.class │ │ │ ├── data │ │ │ ├── DataFile.class │ │ │ ├── DataFileMapper.class │ │ │ ├── DataFileType.class │ │ │ ├── FieldInfo.class │ │ │ ├── LineParse.class │ │ │ ├── PersistDataset.class │ │ │ └── SparkDataFileConverter.class │ │ │ ├── exception │ │ │ ├── CantConverException.class │ │ │ └── ConfigInitException.class │ │ │ ├── model │ │ │ └── AlgorithmModel.class │ │ │ ├── proxy │ │ │ ├── EstimatorProxy.class │ │ │ ├── MLAlgorithmProxy.class │ │ │ ├── ModelProxy.class │ │ │ └── TransformerProxy.class │ │ │ ├── submit │ │ │ ├── LoadTaskInfo.class │ │ │ └── Submiter.class │ │ │ └── task │ │ │ ├── SparkTaskAlgorithm.class │ │ │ ├── SparkTaskInfo.class │ │ │ ├── TaskInfo.class │ │ │ ├── TaskState.class │ │ │ └── TaskType.class │ ├── hdfs.properties │ └── redis.properties │ └── test-classes │ ├── Test.class │ ├── Test1.class │ ├── datafile.csv │ └── test.json └── README.md /MachineLearningPlatformClient/WebContent/META-INF/MANIFEST.MF: -------------------------------------------------------------------------------- 1 | Manifest-Version: 1.0 2 | Class-Path: 3 | 4 | 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