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Vikas, can you generate the patch on top of LENS-581 branch. We can work out of the LENS-581 branch, commit more freqently to this branch and once the feature is ready then will merge with master after the review. - sharad agarwal On July 23, 2015, 11:05 a.m., vikas singh wrote: > > ----------------------------------------------------------- > This is an automatically generated e-mail. To reply, visit: > https://reviews.apache.org/r/36016/ > ----------------------------------------------------------- > > (Updated July 23, 2015, 11:05 a.m.) > > > Review request for lens, Amareshwari Sriramadasu, Jaideep dhok, Pranav > Agarwal, and sharad agarwal. > > > Bugs: LENS-581 > https://issues.apache.org/jira/browse/LENS-581 > > > Repository: lens > > > Description > ------- > > Implementation for new Lens ML API. This is not a complete implementation. > Model creation, traning into modelInstances. evaluations and prediction is > implemented. > Each of the modelInstance, prediciton and evaluation is creation in an async > manner. Metastore and Web API is not implemented. Testing of the code is done. > > > Diffs > ----- > > lens-ml-lib/data/lr/lr_train.data PRE-CREATION > lens-ml-lib/pom.xml a05d2dd > lens-ml-lib/src/main/java/org/apache/lens/client/LensMLClient.java 6dd0ecf > lens-ml-lib/src/main/java/org/apache/lens/client/LensMLJerseyClient.java > 875e692 > lens-ml-lib/src/main/java/org/apache/lens/ml/algo/api/AlgoParam.java > e0d13c0 > lens-ml-lib/src/main/java/org/apache/lens/ml/algo/api/Algorithm.java > 29bde29 > lens-ml-lib/src/main/java/org/apache/lens/ml/algo/api/MLAlgo.java 65373c6 > lens-ml-lib/src/main/java/org/apache/lens/ml/algo/api/MLDriver.java d2a2748 > lens-ml-lib/src/main/java/org/apache/lens/ml/algo/api/MLModel.java 73717ac > lens-ml-lib/src/main/java/org/apache/lens/ml/algo/api/TrainedModel.java > PRE-CREATION > lens-ml-lib/src/main/java/org/apache/lens/ml/algo/lib/AlgoArgParser.java > 00f20fc > lens-ml-lib/src/main/java/org/apache/lens/ml/algo/lib/Algorithms.java > ad37403 > > lens-ml-lib/src/main/java/org/apache/lens/ml/algo/lib/ClassifierBaseModel.java > a960a4a > lens-ml-lib/src/main/java/org/apache/lens/ml/algo/lib/ForecastingModel.java > 16a6180 > lens-ml-lib/src/main/java/org/apache/lens/ml/algo/spark/BaseSparkAlgo.java > 3936693 > > lens-ml-lib/src/main/java/org/apache/lens/ml/algo/spark/BaseSparkClassificationModel.java > 806dc1f > > lens-ml-lib/src/main/java/org/apache/lens/ml/algo/spark/ColumnFeatureFunction.java > 900792e > lens-ml-lib/src/main/java/org/apache/lens/ml/algo/spark/HiveTableRDD.java > fd5651e > lens-ml-lib/src/main/java/org/apache/lens/ml/algo/spark/SparkMLDriver.java > 9ac62ce > > lens-ml-lib/src/main/java/org/apache/lens/ml/algo/spark/TableTrainingSpec.java > 5b7c48b > > lens-ml-lib/src/main/java/org/apache/lens/ml/algo/spark/dt/DecisionTreeAlgo.java > 7810a9a > > lens-ml-lib/src/main/java/org/apache/lens/ml/algo/spark/dt/DecisionTreeClassificationModel.java > 27c32f4 > > lens-ml-lib/src/main/java/org/apache/lens/ml/algo/spark/dt/SparkDecisionTreeModel.java > e561a8d > > lens-ml-lib/src/main/java/org/apache/lens/ml/algo/spark/kmeans/KMeansAlgo.java > be9af18 > > lens-ml-lib/src/main/java/org/apache/lens/ml/algo/spark/kmeans/KMeansClusteringModel.java > 62dc536 > > lens-ml-lib/src/main/java/org/apache/lens/ml/algo/spark/lr/LogisticRegressionAlgo.java > c2f97af > > lens-ml-lib/src/main/java/org/apache/lens/ml/algo/spark/lr/LogitRegressionClassificationModel.java > a4206e5 > > lens-ml-lib/src/main/java/org/apache/lens/ml/algo/spark/nb/NaiveBayesAlgo.java > c484dfe > > lens-ml-lib/src/main/java/org/apache/lens/ml/algo/spark/nb/NaiveBayesClassificationModel.java > 26d39df > lens-ml-lib/src/main/java/org/apache/lens/ml/algo/spark/svm/SVMAlgo.java > 4b14d66 > > lens-ml-lib/src/main/java/org/apache/lens/ml/algo/spark/svm/SVMClassificationModel.java > 433c0f9 > lens-ml-lib/src/main/java/org/apache/lens/ml/api/Algo.java PRE-CREATION > lens-ml-lib/src/main/java/org/apache/lens/ml/api/AlgoParam.java > PRE-CREATION > lens-ml-lib/src/main/java/org/apache/lens/ml/api/AlgoParameter.java > PRE-CREATION > lens-ml-lib/src/main/java/org/apache/lens/ml/api/AlgoSpec.java PRE-CREATION > lens-ml-lib/src/main/java/org/apache/lens/ml/api/DataSet.java PRE-CREATION > lens-ml-lib/src/main/java/org/apache/lens/ml/api/Evaluation.java > PRE-CREATION > lens-ml-lib/src/main/java/org/apache/lens/ml/api/Feature.java PRE-CREATION > lens-ml-lib/src/main/java/org/apache/lens/ml/api/LensML.java 23b5437 > lens-ml-lib/src/main/java/org/apache/lens/ml/api/MLConfConstants.java > PRE-CREATION > lens-ml-lib/src/main/java/org/apache/lens/ml/api/MLProcess.java > PRE-CREATION > lens-ml-lib/src/main/java/org/apache/lens/ml/api/MLTestReport.java 965161a > lens-ml-lib/src/main/java/org/apache/lens/ml/api/Model.java PRE-CREATION > lens-ml-lib/src/main/java/org/apache/lens/ml/api/ModelInstance.java > PRE-CREATION > lens-ml-lib/src/main/java/org/apache/lens/ml/api/ModelMetadata.java 3f7dff1 > lens-ml-lib/src/main/java/org/apache/lens/ml/api/Prediction.java > PRE-CREATION > lens-ml-lib/src/main/java/org/apache/lens/ml/api/Status.java PRE-CREATION > lens-ml-lib/src/main/java/org/apache/lens/ml/api/TestReport.java 294fef3 > lens-ml-lib/src/main/java/org/apache/lens/ml/dao/MLDBUtils.java d444a32 > lens-ml-lib/src/main/java/org/apache/lens/ml/dao/MetaStoreClient.java > PRE-CREATION > lens-ml-lib/src/main/java/org/apache/lens/ml/dao/MetaStoreClientImpl.java > PRE-CREATION > lens-ml-lib/src/main/java/org/apache/lens/ml/impl/BatchPredictSpec.java > PRE-CREATION > lens-ml-lib/src/main/java/org/apache/lens/ml/impl/HiveMLUDF.java 2addb20 > lens-ml-lib/src/main/java/org/apache/lens/ml/impl/LensMLImpl.java 5938f8a > lens-ml-lib/src/main/java/org/apache/lens/ml/impl/LensQueryRunner.java > PRE-CREATION > > lens-ml-lib/src/main/java/org/apache/lens/ml/impl/MLProcessLifeCycleManager.java > PRE-CREATION > lens-ml-lib/src/main/java/org/apache/lens/ml/impl/MLRunner.java 91840e9 > lens-ml-lib/src/main/java/org/apache/lens/ml/impl/MLTask.java a3695ba > lens-ml-lib/src/main/java/org/apache/lens/ml/impl/MLUtils.java 9c96d9b > lens-ml-lib/src/main/java/org/apache/lens/ml/impl/ModelLoader.java 4fc45d3 > lens-ml-lib/src/main/java/org/apache/lens/ml/impl/QueryRunner.java 2eeee29 > lens-ml-lib/src/main/java/org/apache/lens/ml/impl/TableTestingSpec.java > 470c977 > lens-ml-lib/src/main/java/org/apache/lens/ml/server/MLApp.java e6e3c02 > lens-ml-lib/src/main/java/org/apache/lens/ml/server/MLServiceImpl.java > ff046c7 > lens-ml-lib/src/main/java/org/apache/lens/ml/server/MLServiceResource.java > ac2957d > lens-ml-lib/src/main/java/org/apache/lens/rdd/LensRDDClient.java b4f43ec > lens-ml-lib/src/test/java/org/apache/lens/ml/ExampleUtils.java ac3a55e > lens-ml-lib/src/test/java/org/apache/lens/ml/TestMLResource.java 51344ce > lens-ml-lib/src/test/java/org/apache/lens/ml/TestMLRunner.java ef3d53e > lens-ml-lib/src/test/java/org/apache/lens/ml/TestMLServices.java > PRE-CREATION > lens-ml-lib/src/test/resources/lens-site.xml 3d5dbef > lens-ml-lib/src/test/resources/log4j.properties PRE-CREATION > > Diff: https://reviews.apache.org/r/36016/diff/ > > > Testing > ------- > > yes. > > > Thanks, > > vikas singh > >
