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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 7, 2015, 10:45 a.m.)
Review request for lens, Amareshwari Sriramadasu and sharad agarwal.
Changes
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Made changes according to the last review.
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/src/main/java/org/apache/lens/client/LensMLClient.java 6dd0ecf
lens-ml-lib/src/main/java/org/apache/lens/client/LensMLJerseyClient.java
c68dd12
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
86cab38
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
d75efc0
lens-ml-lib/src/main/java/org/apache/lens/ml/algo/spark/HiveTableRDD.java
4960e1e
lens-ml-lib/src/main/java/org/apache/lens/ml/algo/spark/SparkMLDriver.java
21ed87d
lens-ml-lib/src/main/java/org/apache/lens/ml/algo/spark/TableTrainingSpec.java
897aacb
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/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/InMemoryMetaStoreClient.java
PRE-CREATION
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/impl/BatchPredictSpec.java
PRE-CREATION
lens-ml-lib/src/main/java/org/apache/lens/ml/impl/HiveMLUDF.java 60a4008
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/MLProcessLifeCycleManager.java
PRE-CREATION
lens-ml-lib/src/main/java/org/apache/lens/ml/impl/MLRunner.java e5ec272
lens-ml-lib/src/main/java/org/apache/lens/ml/impl/MLTask.java 2867b90
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 c0e7953
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
34b2a3f
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
de9c711
lens-ml-lib/src/main/java/org/apache/lens/ml/server/MLServiceResource.java
77a6c40
lens-ml-lib/src/main/java/org/apache/lens/rdd/LensRDDClient.java fc4164f
lens-ml-lib/src/test/java/org/apache/lens/ml/ExampleUtils.java 9fe1ea0
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 7f6413b
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
src/site/apt/user/cli.apt 353c171
Diff: https://reviews.apache.org/r/36016/diff/
Testing
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yes.
Thanks,
vikas singh
