[3/3] ignite git commit: IGNITE-8169: [ML] Adopt KMeans to the new Partitioned Dataset and cleanup old code
IGNITE-8169: [ML] Adopt KMeans to the new Partitioned Dataset and cleanup old code this closes #3817 (cherry picked from commit 9e21cec) Project: http://git-wip-us.apache.org/repos/asf/ignite/repo Commit: http://git-wip-us.apache.org/repos/asf/ignite/commit/7173b0c4 Tree: http://git-wip-us.apache.org/repos/asf/ignite/tree/7173b0c4 Diff: http://git-wip-us.apache.org/repos/asf/ignite/diff/7173b0c4 Branch: refs/heads/ignite-2.5 Commit: 7173b0c48dab05be0b8e7825ae527824fcdbbc83 Parents: b3f2526 Author: zaleslaw Authored: Mon Apr 16 20:20:49 2018 +0300 Committer: Yury Babak Committed: Mon Apr 16 20:21:26 2018 +0300 -- .../clustering/DatasetWithObviousStructure.java | 105 .../ml/clustering/FuzzyCMeansExample.java | 134 - .../ml/clustering/FuzzyCMeansLocalExample.java | 95 .../clustering/KMeansClusterizationExample.java | 226 .../KMeansDistributedClustererExample.java | 97 .../clustering/KMeansLocalClustererExample.java | 106 .../ignite/ml/FuzzyCMeansModelFormat.java | 76 --- .../org/apache/ignite/ml/KMeansModelFormat.java | 77 --- .../ml/clustering/BaseFuzzyCMeansClusterer.java | 90 .../ml/clustering/BaseKMeansClusterer.java | 96 .../apache/ignite/ml/clustering/Clusterer.java | 33 -- .../ml/clustering/ClusterizationModel.java | 29 -- .../FuzzyCMeansDistributedClusterer.java| 512 --- .../clustering/FuzzyCMeansLocalClusterer.java | 254 - .../ignite/ml/clustering/FuzzyCMeansModel.java | 88 .../clustering/KMeansDistributedClusterer.java | 306 --- .../ml/clustering/KMeansLocalClusterer.java | 177 --- .../ignite/ml/clustering/KMeansModel.java | 113 .../ignite/ml/clustering/WeightedClusterer.java | 38 -- .../ignite/ml/clustering/kmeans/Clusterer.java | 33 ++ .../clustering/kmeans/ClusterizationModel.java | 29 ++ .../ml/clustering/kmeans/KMeansModel.java | 112 .../ml/clustering/kmeans/KMeansModelFormat.java | 79 +++ .../ml/clustering/kmeans/KMeansTrainer.java | 320 .../ml/clustering/kmeans/package-info.java | 22 + .../preprocessing/LabellingMachine.java | 41 -- .../ml/structures/preprocessing/Normalizer.java | 80 --- .../org/apache/ignite/ml/LocalModelsTest.java | 26 +- .../ml/clustering/ClusteringTestSuite.java | 7 +- .../FuzzyCMeansDistributedClustererTest.java| 180 --- .../FuzzyCMeansLocalClustererTest.java | 202 ...KMeansDistributedClustererTestMultiNode.java | 138 - ...MeansDistributedClustererTestSingleNode.java | 198 --- .../ml/clustering/KMeansLocalClustererTest.java | 46 -- .../ignite/ml/clustering/KMeansModelTest.java | 63 +++ .../ignite/ml/clustering/KMeansTrainerTest.java | 73 +++ .../apache/ignite/ml/clustering/KMeansUtil.java | 33 -- 37 files changed, 977 insertions(+), 3357 deletions(-) -- http://git-wip-us.apache.org/repos/asf/ignite/blob/7173b0c4/examples/src/main/java/org/apache/ignite/examples/ml/clustering/DatasetWithObviousStructure.java -- diff --git a/examples/src/main/java/org/apache/ignite/examples/ml/clustering/DatasetWithObviousStructure.java b/examples/src/main/java/org/apache/ignite/examples/ml/clustering/DatasetWithObviousStructure.java deleted file mode 100644 index 5cd0e09..000 --- a/examples/src/main/java/org/apache/ignite/examples/ml/clustering/DatasetWithObviousStructure.java +++ /dev/null @@ -1,105 +0,0 @@ -/* - * Licensed to the Apache Software Foundation (ASF) under one or more - * contributor license agreements. See the NOTICE file distributed with - * this work for additional information regarding copyright ownership. - * The ASF licenses this file to You under the Apache License, Version 2.0 - * (the "License"); you may not use this file except in compliance with - * the License. You may obtain a copy of the License at - * - * http://www.apache.org/licenses/LICENSE-2.0 - * - * Unless required by applicable law or agreed to in writing, software - * distributed under the License is distributed on an "AS IS" BASIS, - * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. - * See the License for the specific language governing permissions and - * limitations under the License. - */ - -package org.apache.ignite.examples.ml.clustering; - -import java.util.ArrayList; -import java.util.Arrays; -import java.util.Collections; -import java.util.HashMap; -import java.util.List; -import java.util.Map; -import java.util.Random; -import java.util.stream.Collectors; -import java.util.stream.IntStream; -import org.apache.ignite.ml.math.Matrix; -import org.apache.ignite.ml.math.Vector; -import org.apache.ignite.ml.math.VectorUtils; -import org.apache.ignite.ml.math.impls.v
[3/3] ignite git commit: IGNITE-8169: [ML] Adopt KMeans to the new Partitioned Dataset and cleanup old code
IGNITE-8169: [ML] Adopt KMeans to the new Partitioned Dataset and cleanup old code this closes #3817 Project: http://git-wip-us.apache.org/repos/asf/ignite/repo Commit: http://git-wip-us.apache.org/repos/asf/ignite/commit/9e21cec0 Tree: http://git-wip-us.apache.org/repos/asf/ignite/tree/9e21cec0 Diff: http://git-wip-us.apache.org/repos/asf/ignite/diff/9e21cec0 Branch: refs/heads/master Commit: 9e21cec024168105fd30bfb3acecf9fd24a52e8c Parents: 228254a Author: zaleslaw Authored: Mon Apr 16 20:20:49 2018 +0300 Committer: Yury Babak Committed: Mon Apr 16 20:20:49 2018 +0300 -- .../clustering/DatasetWithObviousStructure.java | 105 .../ml/clustering/FuzzyCMeansExample.java | 134 - .../ml/clustering/FuzzyCMeansLocalExample.java | 95 .../clustering/KMeansClusterizationExample.java | 226 .../KMeansDistributedClustererExample.java | 97 .../clustering/KMeansLocalClustererExample.java | 106 .../ignite/ml/FuzzyCMeansModelFormat.java | 76 --- .../org/apache/ignite/ml/KMeansModelFormat.java | 77 --- .../ml/clustering/BaseFuzzyCMeansClusterer.java | 90 .../ml/clustering/BaseKMeansClusterer.java | 96 .../apache/ignite/ml/clustering/Clusterer.java | 33 -- .../ml/clustering/ClusterizationModel.java | 29 -- .../FuzzyCMeansDistributedClusterer.java| 512 --- .../clustering/FuzzyCMeansLocalClusterer.java | 254 - .../ignite/ml/clustering/FuzzyCMeansModel.java | 88 .../clustering/KMeansDistributedClusterer.java | 306 --- .../ml/clustering/KMeansLocalClusterer.java | 177 --- .../ignite/ml/clustering/KMeansModel.java | 113 .../ignite/ml/clustering/WeightedClusterer.java | 38 -- .../ignite/ml/clustering/kmeans/Clusterer.java | 33 ++ .../clustering/kmeans/ClusterizationModel.java | 29 ++ .../ml/clustering/kmeans/KMeansModel.java | 112 .../ml/clustering/kmeans/KMeansModelFormat.java | 79 +++ .../ml/clustering/kmeans/KMeansTrainer.java | 320 .../ml/clustering/kmeans/package-info.java | 22 + .../preprocessing/LabellingMachine.java | 41 -- .../ml/structures/preprocessing/Normalizer.java | 80 --- .../org/apache/ignite/ml/LocalModelsTest.java | 26 +- .../ml/clustering/ClusteringTestSuite.java | 7 +- .../FuzzyCMeansDistributedClustererTest.java| 180 --- .../FuzzyCMeansLocalClustererTest.java | 202 ...KMeansDistributedClustererTestMultiNode.java | 138 - ...MeansDistributedClustererTestSingleNode.java | 198 --- .../ml/clustering/KMeansLocalClustererTest.java | 46 -- .../ignite/ml/clustering/KMeansModelTest.java | 63 +++ .../ignite/ml/clustering/KMeansTrainerTest.java | 73 +++ .../apache/ignite/ml/clustering/KMeansUtil.java | 33 -- 37 files changed, 977 insertions(+), 3357 deletions(-) -- http://git-wip-us.apache.org/repos/asf/ignite/blob/9e21cec0/examples/src/main/java/org/apache/ignite/examples/ml/clustering/DatasetWithObviousStructure.java -- diff --git a/examples/src/main/java/org/apache/ignite/examples/ml/clustering/DatasetWithObviousStructure.java b/examples/src/main/java/org/apache/ignite/examples/ml/clustering/DatasetWithObviousStructure.java deleted file mode 100644 index 5cd0e09..000 --- a/examples/src/main/java/org/apache/ignite/examples/ml/clustering/DatasetWithObviousStructure.java +++ /dev/null @@ -1,105 +0,0 @@ -/* - * Licensed to the Apache Software Foundation (ASF) under one or more - * contributor license agreements. See the NOTICE file distributed with - * this work for additional information regarding copyright ownership. - * The ASF licenses this file to You under the Apache License, Version 2.0 - * (the "License"); you may not use this file except in compliance with - * the License. You may obtain a copy of the License at - * - * http://www.apache.org/licenses/LICENSE-2.0 - * - * Unless required by applicable law or agreed to in writing, software - * distributed under the License is distributed on an "AS IS" BASIS, - * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. - * See the License for the specific language governing permissions and - * limitations under the License. - */ - -package org.apache.ignite.examples.ml.clustering; - -import java.util.ArrayList; -import java.util.Arrays; -import java.util.Collections; -import java.util.HashMap; -import java.util.List; -import java.util.Map; -import java.util.Random; -import java.util.stream.Collectors; -import java.util.stream.IntStream; -import org.apache.ignite.ml.math.Matrix; -import org.apache.ignite.ml.math.Vector; -import org.apache.ignite.ml.math.VectorUtils; -import org.apache.ignite.ml.math.impls.vector.DenseLocalOnHeapVector; - -/** - *
