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This is an automatically generated e-mail. To reply, visit:
https://reviews.apache.org/r/36016/
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(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
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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 (updated)
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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
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yes.
Thanks,
vikas singh
