Github user mengxr commented on the pull request:
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Jenkins, add to whitelist.
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Github user mengxr commented on the pull request:
https://github.com/apache/spark/pull/2667#issuecomment-59794008
test this please
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Github user mengxr commented on the pull request:
https://github.com/apache/spark/pull/2780#issuecomment-59831875
Merged into master. Thanks!
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Github user mengxr commented on a diff in the pull request:
https://github.com/apache/spark/pull/2701#discussion_r19125755
--- Diff:
sql/catalyst/src/main/scala/org/apache/spark/sql/catalyst/util/Metadata.scala
---
@@ -0,0 +1,252 @@
+/*
+ * Licensed to the Apache Software
Github user mengxr commented on the pull request:
https://github.com/apache/spark/pull/2868#issuecomment-59877524
test this please
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Jenkins, add to whitelist.
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Github user mengxr commented on a diff in the pull request:
https://github.com/apache/spark/pull/2667#discussion_r19129869
--- Diff:
mllib/src/main/scala/org/apache/spark/mllib/evaluation/RankingMetrics.scala ---
@@ -0,0 +1,157 @@
+/*
+ * Licensed to the Apache Software
Github user mengxr commented on a diff in the pull request:
https://github.com/apache/spark/pull/2667#discussion_r19129854
--- Diff:
mllib/src/main/scala/org/apache/spark/mllib/evaluation/RankingMetrics.scala ---
@@ -0,0 +1,157 @@
+/*
+ * Licensed to the Apache Software
Github user mengxr commented on a diff in the pull request:
https://github.com/apache/spark/pull/2667#discussion_r19129863
--- Diff:
mllib/src/main/scala/org/apache/spark/mllib/evaluation/RankingMetrics.scala ---
@@ -0,0 +1,157 @@
+/*
+ * Licensed to the Apache Software
Github user mengxr commented on a diff in the pull request:
https://github.com/apache/spark/pull/2667#discussion_r19129850
--- Diff:
mllib/src/main/scala/org/apache/spark/mllib/evaluation/RankingMetrics.scala ---
@@ -0,0 +1,157 @@
+/*
+ * Licensed to the Apache Software
Github user mengxr commented on a diff in the pull request:
https://github.com/apache/spark/pull/2667#discussion_r19129866
--- Diff:
mllib/src/main/scala/org/apache/spark/mllib/evaluation/RankingMetrics.scala ---
@@ -0,0 +1,157 @@
+/*
+ * Licensed to the Apache Software
Github user mengxr commented on a diff in the pull request:
https://github.com/apache/spark/pull/2667#discussion_r19129859
--- Diff:
mllib/src/main/scala/org/apache/spark/mllib/evaluation/RankingMetrics.scala ---
@@ -0,0 +1,157 @@
+/*
+ * Licensed to the Apache Software
Github user mengxr commented on a diff in the pull request:
https://github.com/apache/spark/pull/2667#discussion_r19129853
--- Diff:
mllib/src/main/scala/org/apache/spark/mllib/evaluation/RankingMetrics.scala ---
@@ -0,0 +1,157 @@
+/*
+ * Licensed to the Apache Software
Github user mengxr commented on a diff in the pull request:
https://github.com/apache/spark/pull/2667#discussion_r19129857
--- Diff:
mllib/src/main/scala/org/apache/spark/mllib/evaluation/RankingMetrics.scala ---
@@ -0,0 +1,157 @@
+/*
+ * Licensed to the Apache Software
Github user mengxr commented on a diff in the pull request:
https://github.com/apache/spark/pull/2667#discussion_r19129865
--- Diff:
mllib/src/main/scala/org/apache/spark/mllib/evaluation/RankingMetrics.scala ---
@@ -0,0 +1,157 @@
+/*
+ * Licensed to the Apache Software
Github user mengxr commented on a diff in the pull request:
https://github.com/apache/spark/pull/2870#discussion_r19130591
--- Diff: python/pyspark/mllib/tests.py ---
@@ -202,6 +204,16 @@ def test_regression(self):
self.assertTrue(dt_model.predict(features[3]) >
Github user mengxr commented on the pull request:
https://github.com/apache/spark/pull/2636#issuecomment-59889793
@mdagost Thanks for working on the SerDe! I tested it locally and it works
correctly, but the unit tests for the added methods are missing. Do you mind
adding them? You
Github user mengxr commented on the pull request:
https://github.com/apache/spark/pull/2636#issuecomment-59956077
this is ok to test
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Github user mengxr commented on the pull request:
https://github.com/apache/spark/pull/2636#issuecomment-59956125
test this please
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Github user mengxr commented on the pull request:
https://github.com/apache/spark/pull/2870#issuecomment-59956388
LGTM. Merged into master. Thanks!
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Github user mengxr commented on a diff in the pull request:
https://github.com/apache/spark/pull/2667#discussion_r19183393
--- Diff:
mllib/src/main/scala/org/apache/spark/mllib/evaluation/RankingMetrics.scala ---
@@ -0,0 +1,108 @@
+/*
+ * Licensed to the Apache Software
Github user mengxr commented on the pull request:
https://github.com/apache/spark/pull/2667#issuecomment-60011373
LGTM. Merged into master. Thanks!
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Github user mengxr commented on the pull request:
https://github.com/apache/spark/pull/2889#issuecomment-60114196
LGTM. Merged into master. Thanks!
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Github user mengxr commented on the pull request:
https://github.com/apache/spark/pull/2903#issuecomment-60265674
LGTM. Merged into master. Thanks!
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Github user mengxr commented on the pull request:
https://github.com/apache/spark/pull/2893#issuecomment-60306344
Verified that this change doesn't affect `unidoc` with Java 6 and 7. Merged
into master. Thanks!
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Github user mengxr commented on the pull request:
https://github.com/apache/spark/pull/2634#issuecomment-60351026
@derrickburns The features are useful, so please don't delete the PR. Since
this is a major refactor of `KMeans`, I need to allocate a block of time to
review the
Github user mengxr commented on the pull request:
https://github.com/apache/spark/pull/2916#issuecomment-60351266
LGTM. Merged into both master and branch-1.1. Thanks!
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Github user mengxr commented on the pull request:
https://github.com/apache/spark/pull/2909#issuecomment-60399506
@srowen Do you plan to fix more `unidoc` errors in this PR?
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Github user mengxr commented on a diff in the pull request:
https://github.com/apache/spark/pull/2928#discussion_r19362087
--- Diff: LICENSE ---
@@ -1,4 +1,3 @@
-
--- End diff --
The license file in Hadoop does have this empty line:
https://github.com/apache
Github user mengxr commented on a diff in the pull request:
https://github.com/apache/spark/pull/2928#discussion_r19362095
--- Diff: core/src/main/scala/org/apache/spark/partial/StudentTCacher.scala
---
@@ -35,7 +37,8 @@ private[spark] class StudentTCacher(confidence: Double
Github user mengxr commented on a diff in the pull request:
https://github.com/apache/spark/pull/2928#discussion_r19362101
--- Diff: core/src/main/scala/org/apache/spark/partial/SumEvaluator.scala
---
@@ -55,9 +55,10 @@ private[spark] class SumEvaluator(totalOutputs: Int
Github user mengxr commented on a diff in the pull request:
https://github.com/apache/spark/pull/2928#discussion_r19362108
--- Diff:
core/src/main/scala/org/apache/spark/util/random/StratifiedSamplingUtils.scala
---
@@ -245,9 +245,9 @@ private[spark] object
Github user mengxr commented on a diff in the pull request:
https://github.com/apache/spark/pull/2928#discussion_r19362102
--- Diff: core/src/main/scala/org/apache/spark/rdd/SampledRDD.scala ---
@@ -53,9 +53,14 @@ private[spark] class SampledRDD[T: ClassTag](
if
Github user mengxr commented on the pull request:
https://github.com/apache/spark/pull/2907#issuecomment-60445965
@srowen Unit tests are in
https://github.com/numbnut/spark/blob/master/mllib/src/test/scala/org/apache/spark/mllib/rdd/RDDFunctionsSuite.scala
I think
GitHub user mengxr opened a pull request:
https://github.com/apache/spark/pull/2937
[SPARK-4084] Reuse sort key in Sorter
Sorter uses generic-typed key for sorting. When data is large, it creates
lots of key objects, which is not efficient. We should reuse the key in Sorter
for
Github user mengxr commented on a diff in the pull request:
https://github.com/apache/spark/pull/2928#discussion_r19368695
--- Diff:
core/src/main/scala/org/apache/spark/util/random/RandomSampler.scala ---
@@ -87,15 +87,19 @@ class BernoulliSampler[T](lb: Double, ub: Double
Github user mengxr commented on a diff in the pull request:
https://github.com/apache/spark/pull/2928#discussion_r19368747
--- Diff: core/src/main/scala/org/apache/spark/partial/StudentTCacher.scala
---
@@ -35,7 +37,8 @@ private[spark] class StudentTCacher(confidence: Double
Github user mengxr commented on the pull request:
https://github.com/apache/spark/pull/2907#issuecomment-60459079
Sounds good. @numbnut Could you update the PR and change the following?
1) add @DeveloperApi to RDDFunctions
2) change the return type of `sliding` to `RDD
Github user mengxr commented on the pull request:
https://github.com/apache/spark/pull/2906#issuecomment-60460281
Jenkins, add to whitelist.
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Github user mengxr commented on the pull request:
https://github.com/apache/spark/pull/2906#issuecomment-60460354
ok to test
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Github user mengxr commented on the pull request:
https://github.com/apache/spark/pull/2906#issuecomment-60463744
@yu-iskw I added you to the whitelist. Future commits from you should
trigger Jenkins automatically. Just took a very brief scan over the code and
really appreciate the
Github user mengxr commented on the pull request:
https://github.com/apache/spark/pull/2928#issuecomment-60505131
test this please
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Github user mengxr commented on a diff in the pull request:
https://github.com/apache/spark/pull/2937#discussion_r19378842
--- Diff: core/src/main/java/org/apache/spark/util/collection/Sorter.java
---
@@ -587,10 +601,12 @@ private int gallopRight(K key, Buffer a, int base,
int
Github user mengxr commented on a diff in the pull request:
https://github.com/apache/spark/pull/2937#discussion_r19378852
--- Diff:
core/src/main/scala/org/apache/spark/util/collection/SortDataFormat.scala ---
@@ -34,9 +34,20 @@ import scala.reflect.ClassTag
*/
// TODO
Github user mengxr commented on the pull request:
https://github.com/apache/spark/pull/2937#issuecomment-60505341
@aarondav I updated the PR based on your comment. See the description for
renaming `Sorter.java` to `TimSort.Java`.
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Github user mengxr commented on the pull request:
https://github.com/apache/spark/pull/2909#issuecomment-60505492
LGTM. Verified that `<` shows up correctly in generated Scala and Java
docs. Merged into master. Thanks!
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Github user mengxr commented on the pull request:
https://github.com/apache/spark/pull/2928#issuecomment-60506206
@srowen Could you check `JavaAPISuite.sample`? We need to update that test
as well.
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Github user mengxr commented on the pull request:
https://github.com/apache/spark/pull/2937#issuecomment-60506230
test this please
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Github user mengxr commented on the pull request:
https://github.com/apache/spark/pull/2952#issuecomment-60625545
@anantasty Could you also update the doc in
`https://github.com/apache/spark/blob/master/docs/mllib-feature-extraction.md`?
Thanks!
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Github user mengxr commented on the pull request:
https://github.com/apache/spark/pull/2928#issuecomment-60638201
LGTM. Verified that `commons.math3` is shaded in the assembly jar. Merged
into master. Thanks!
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Github user mengxr commented on the pull request:
https://github.com/apache/spark/pull/2965#issuecomment-60702505
LGTM. Merged into both master and branch-1.1. Thanks!
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Github user mengxr commented on a diff in the pull request:
https://github.com/apache/spark/pull/2952#discussion_r19451852
--- Diff: docs/mllib-feature-extraction.md ---
@@ -162,6 +162,28 @@ for((synonym, cosineSimilarity) <- synonyms) {
}
{% endhighli
Github user mengxr commented on a diff in the pull request:
https://github.com/apache/spark/pull/2952#discussion_r19451869
--- Diff: docs/mllib-feature-extraction.md ---
@@ -162,6 +162,28 @@ for((synonym, cosineSimilarity) <- synonyms) {
}
{% endhighli
Github user mengxr commented on a diff in the pull request:
https://github.com/apache/spark/pull/2952#discussion_r19451872
--- Diff: docs/mllib-feature-extraction.md ---
@@ -162,6 +162,28 @@ for((synonym, cosineSimilarity) <- synonyms) {
}
{% endhighli
Github user mengxr commented on a diff in the pull request:
https://github.com/apache/spark/pull/2952#discussion_r19451976
--- Diff: docs/mllib-feature-extraction.md ---
@@ -162,6 +162,28 @@ for((synonym, cosineSimilarity) <- synonyms) {
}
{% endhighli
Github user mengxr commented on a diff in the pull request:
https://github.com/apache/spark/pull/2952#discussion_r19452204
--- Diff: examples/src/main/python/mllib/word2vec.py ---
@@ -0,0 +1,36 @@
+#
+# Licensed to the Apache Software Foundation (ASF) under one or more
Github user mengxr commented on a diff in the pull request:
https://github.com/apache/spark/pull/2952#discussion_r19452346
--- Diff: docs/mllib-feature-extraction.md ---
@@ -162,6 +162,28 @@ for((synonym, cosineSimilarity) <- synonyms) {
}
{% endhighli
Github user mengxr commented on the pull request:
https://github.com/apache/spark/pull/2937#issuecomment-60710392
Well, it won't pass `travis` ...
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Github user mengxr commented on a diff in the pull request:
https://github.com/apache/spark/pull/2937#discussion_r19453604
--- Diff:
core/src/test/scala/org/apache/spark/util/collection/SorterSuite.scala ---
@@ -61,10 +65,33 @@ class SorterSuite extends FunSuite
Github user mengxr commented on a diff in the pull request:
https://github.com/apache/spark/pull/2952#discussion_r19453782
--- Diff: docs/mllib-feature-extraction.md ---
@@ -162,6 +162,38 @@ for((synonym, cosineSimilarity) <- synonyms) {
}
{% endhighli
Github user mengxr commented on a diff in the pull request:
https://github.com/apache/spark/pull/2952#discussion_r19453785
--- Diff: examples/src/main/python/mllib/word2vec.py ---
@@ -0,0 +1,47 @@
+#
+# Licensed to the Apache Software Foundation (ASF) under one or more
Github user mengxr commented on a diff in the pull request:
https://github.com/apache/spark/pull/2952#discussion_r19453784
--- Diff: examples/src/main/python/mllib/word2vec.py ---
@@ -0,0 +1,47 @@
+#
+# Licensed to the Apache Software Foundation (ASF) under one or more
Github user mengxr commented on a diff in the pull request:
https://github.com/apache/spark/pull/2819#discussion_r19454162
--- Diff: docs/mllib-feature-extraction.md ---
@@ -95,8 +95,50 @@ tf.cache()
val idf = new IDF(minDocFreq = 2).fit(tf)
val tfidf: RDD[Vector
Github user mengxr commented on a diff in the pull request:
https://github.com/apache/spark/pull/2819#discussion_r19454166
--- Diff: docs/mllib-feature-extraction.md ---
@@ -267,4 +346,25 @@ val data1 = data.map(x => (x.label,
normalizer1.transform(x.features)))
val da
Github user mengxr commented on a diff in the pull request:
https://github.com/apache/spark/pull/2819#discussion_r19454164
--- Diff: docs/mllib-feature-extraction.md ---
@@ -162,6 +204,20 @@ for((synonym, cosineSimilarity) <- synonyms) {
}
{% endhighli
Github user mengxr commented on a diff in the pull request:
https://github.com/apache/spark/pull/2819#discussion_r19454179
--- Diff: python/pyspark/mllib/feature.py ---
@@ -18,59 +18,348 @@
"""
Python package for feature in MLlib.
""&quo
Github user mengxr commented on a diff in the pull request:
https://github.com/apache/spark/pull/2819#discussion_r19454172
--- Diff: docs/mllib-feature-extraction.md ---
@@ -267,4 +346,25 @@ val data1 = data.map(x => (x.label,
normalizer1.transform(x.features)))
val da
Github user mengxr commented on a diff in the pull request:
https://github.com/apache/spark/pull/2819#discussion_r19454181
--- Diff: python/pyspark/mllib/feature.py ---
@@ -18,59 +18,348 @@
"""
Python package for feature in MLlib.
""&quo
Github user mengxr commented on a diff in the pull request:
https://github.com/apache/spark/pull/2819#discussion_r19454187
--- Diff: python/pyspark/mllib/feature.py ---
@@ -18,59 +18,348 @@
"""
Python package for feature in MLlib.
""&quo
Github user mengxr commented on a diff in the pull request:
https://github.com/apache/spark/pull/2819#discussion_r19454177
--- Diff:
mllib/src/main/scala/org/apache/spark/mllib/feature/VectorTransformer.scala ---
@@ -20,6 +20,7 @@ package org.apache.spark.mllib.feature
import
Github user mengxr commented on a diff in the pull request:
https://github.com/apache/spark/pull/2819#discussion_r19454180
--- Diff: python/pyspark/mllib/feature.py ---
@@ -18,59 +18,348 @@
"""
Python package for feature in MLlib.
""&quo
Github user mengxr commented on a diff in the pull request:
https://github.com/apache/spark/pull/2819#discussion_r19454191
--- Diff: python/pyspark/mllib/feature.py ---
@@ -18,59 +18,348 @@
"""
Python package for feature in MLlib.
""&quo
Github user mengxr commented on a diff in the pull request:
https://github.com/apache/spark/pull/2819#discussion_r19454184
--- Diff: python/pyspark/mllib/feature.py ---
@@ -18,59 +18,348 @@
"""
Python package for feature in MLlib.
""&quo
Github user mengxr commented on a diff in the pull request:
https://github.com/apache/spark/pull/2819#discussion_r19454193
--- Diff: python/pyspark/mllib/feature.py ---
@@ -95,33 +385,26 @@ class Word2Vec(object):
>>> localDoc = [sentence, sentence]
Github user mengxr commented on a diff in the pull request:
https://github.com/apache/spark/pull/2937#discussion_r19454486
--- Diff: core/src/main/scala/org/apache/spark/util/Utils.scala ---
@@ -1237,12 +1237,27 @@ private[spark] object Utils extends Logging
Github user mengxr commented on the pull request:
https://github.com/apache/spark/pull/2937#issuecomment-60713736
@aarondav Does `Jenkins` count?
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Github user mengxr commented on a diff in the pull request:
https://github.com/apache/spark/pull/2819#discussion_r19455165
--- Diff: python/pyspark/mllib/feature.py ---
@@ -95,33 +385,26 @@ class Word2Vec(object):
>>> localDoc = [sentence, sentence]
Github user mengxr commented on a diff in the pull request:
https://github.com/apache/spark/pull/2819#discussion_r19455162
--- Diff: python/pyspark/mllib/feature.py ---
@@ -18,59 +18,348 @@
"""
Python package for feature in MLlib.
""&quo
Github user mengxr commented on the pull request:
https://github.com/apache/spark/pull/2819#issuecomment-60737839
LGTM. Merged into master. Thanks!
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Github user mengxr commented on the pull request:
https://github.com/apache/spark/pull/2455#issuecomment-60789726
@erikerlandson The feature freeze deadline for v1.2 is this Sat. Just want
to check with you and see whether you are going to update the PR this week.
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Github user mengxr commented on a diff in the pull request:
https://github.com/apache/spark/pull/2978#discussion_r19486445
--- Diff:
mllib/src/main/scala/org/apache/spark/mllib/evaluation/RegressionMetrics.scala
---
@@ -0,0 +1,83 @@
+/*
+ * Licensed to the Apache Software
Github user mengxr commented on a diff in the pull request:
https://github.com/apache/spark/pull/2978#discussion_r19486453
--- Diff:
mllib/src/main/scala/org/apache/spark/mllib/evaluation/RegressionMetrics.scala
---
@@ -0,0 +1,83 @@
+/*
+ * Licensed to the Apache Software
Github user mengxr commented on a diff in the pull request:
https://github.com/apache/spark/pull/2978#discussion_r19486469
--- Diff:
mllib/src/main/scala/org/apache/spark/mllib/evaluation/RegressionMetrics.scala
---
@@ -0,0 +1,83 @@
+/*
+ * Licensed to the Apache Software
Github user mengxr commented on a diff in the pull request:
https://github.com/apache/spark/pull/2978#discussion_r19486477
--- Diff:
mllib/src/test/scala/org/apache/spark/mllib/evaluation/RegressionMetricsSuite.scala
---
@@ -0,0 +1,45 @@
+/*
+ * Licensed to the Apache
Github user mengxr commented on a diff in the pull request:
https://github.com/apache/spark/pull/2978#discussion_r19486450
--- Diff:
mllib/src/main/scala/org/apache/spark/mllib/evaluation/RegressionMetrics.scala
---
@@ -0,0 +1,83 @@
+/*
+ * Licensed to the Apache Software
Github user mengxr commented on a diff in the pull request:
https://github.com/apache/spark/pull/2978#discussion_r19486463
--- Diff:
mllib/src/main/scala/org/apache/spark/mllib/evaluation/RegressionMetrics.scala
---
@@ -0,0 +1,83 @@
+/*
+ * Licensed to the Apache Software
Github user mengxr commented on a diff in the pull request:
https://github.com/apache/spark/pull/2978#discussion_r19486472
--- Diff:
mllib/src/test/scala/org/apache/spark/mllib/evaluation/RegressionMetricsSuite.scala
---
@@ -0,0 +1,45 @@
+/*
+ * Licensed to the Apache
Github user mengxr commented on a diff in the pull request:
https://github.com/apache/spark/pull/2978#discussion_r19486480
--- Diff:
mllib/src/test/scala/org/apache/spark/mllib/evaluation/RegressionMetricsSuite.scala
---
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+/*
+ * Licensed to the Apache
Github user mengxr commented on the pull request:
https://github.com/apache/spark/pull/2952#issuecomment-60794001
ok to test
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Github user mengxr commented on the pull request:
https://github.com/apache/spark/pull/2455#issuecomment-60793728
@erikerlandson Great! Thanks for the heads up.
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Github user mengxr commented on the pull request:
https://github.com/apache/spark/pull/2952#issuecomment-60794164
test this please
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Github user mengxr commented on the pull request:
https://github.com/apache/spark/pull/2942#issuecomment-60794676
@anantasty This PR is still in review. If you are interested in Python
binding of streaming algorithms. Could you help add one for
StreamingLinearRegression? Thanks
Github user mengxr commented on the pull request:
https://github.com/apache/spark/pull/2942#issuecomment-60795975
It should be in a separate JIRA (and hence a separate PR). Please create a
JIRA for `StreamingLinearRegression` and ping me there. Thanks!
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Github user mengxr commented on a diff in the pull request:
https://github.com/apache/spark/pull/2942#discussion_r19490145
--- Diff: docs/mllib-clustering.md ---
@@ -153,3 +153,75 @@ provided in the [Self-Contained
Applications](quick-start.html#self-contained-ap
section of
Github user mengxr commented on a diff in the pull request:
https://github.com/apache/spark/pull/2942#discussion_r19490241
--- Diff: docs/mllib-clustering.md ---
@@ -153,3 +153,75 @@ provided in the [Self-Contained
Applications](quick-start.html#self-contained-ap
section of
Github user mengxr commented on a diff in the pull request:
https://github.com/apache/spark/pull/2942#discussion_r19490261
--- Diff: docs/mllib-clustering.md ---
@@ -153,3 +153,75 @@ provided in the [Self-Contained
Applications](quick-start.html#self-contained-ap
section of
Github user mengxr commented on a diff in the pull request:
https://github.com/apache/spark/pull/2942#discussion_r19490254
--- Diff: docs/mllib-clustering.md ---
@@ -153,3 +153,75 @@ provided in the [Self-Contained
Applications](quick-start.html#self-contained-ap
section of
Github user mengxr commented on a diff in the pull request:
https://github.com/apache/spark/pull/2942#discussion_r19490284
--- Diff: docs/mllib-clustering.md ---
@@ -153,3 +153,75 @@ provided in the [Self-Contained
Applications](quick-start.html#self-contained-ap
section of
Github user mengxr commented on a diff in the pull request:
https://github.com/apache/spark/pull/2942#discussion_r19490351
--- Diff:
mllib/src/main/scala/org/apache/spark/mllib/clustering/StreamingKMeans.scala ---
@@ -0,0 +1,246 @@
+/*
+ * Licensed to the Apache Software
Github user mengxr commented on a diff in the pull request:
https://github.com/apache/spark/pull/2942#discussion_r19490369
--- Diff:
mllib/src/main/scala/org/apache/spark/mllib/clustering/StreamingKMeans.scala ---
@@ -0,0 +1,246 @@
+/*
+ * Licensed to the Apache Software
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