Github user jkbradley commented on a diff in the pull request:
https://github.com/apache/spark/pull/16883#discussion_r104296045
--- Diff:
mllib/src/main/scala/org/apache/spark/ml/feature/StringIndexer.scala ---
@@ -34,8 +36,27 @@ import org.apache.spark.util.collection.OpenHashMap
Github user jkbradley commented on a diff in the pull request:
https://github.com/apache/spark/pull/16883#discussion_r104296396
--- Diff:
mllib/src/main/scala/org/apache/spark/ml/feature/StringIndexer.scala ---
@@ -163,25 +190,28 @@ class StringIndexerModel
Github user jkbradley commented on a diff in the pull request:
https://github.com/apache/spark/pull/16883#discussion_r104296526
--- Diff: docs/ml-features.md ---
@@ -542,12 +543,13 @@ column, we should get the following:
"a" gets index `0` because it is the mos
Github user jkbradley commented on a diff in the pull request:
https://github.com/apache/spark/pull/16883#discussion_r104296075
--- Diff:
mllib/src/main/scala/org/apache/spark/ml/feature/StringIndexer.scala ---
@@ -105,7 +125,11 @@ class StringIndexer @Since("
GitHub user jkbradley opened a pull request:
https://github.com/apache/spark/pull/17165
[DO NOT MERGE][TESTING] Vince shieh spark 17498
Temp PR to reproduce Jenkins compilation error
You can merge this pull request into a Git repository by running:
$ git pull https
Github user jkbradley commented on the issue:
https://github.com/apache/spark/pull/16782
Well, it merged with master, but it will need some manual backports.
@BryanCutler Would you mind sending one for branch-2.1? I'm ambivalent about
2.0; your call (or anyone who's hit this on 2.0
Repository: spark
Updated Branches:
refs/heads/master 2a7921a81 -> 44281ca81
[SPARK-19348][PYTHON] PySpark keyword_only decorator is not thread-safe
## What changes were proposed in this pull request?
The `keyword_only` decorator in PySpark is not thread-safe. It writes kwargs
to a static
Github user jkbradley commented on the issue:
https://github.com/apache/spark/pull/16782
Clever unit test : )
LGTM
Merging with master
I'll try to backport it to branch-2.1 and branch-2.0 as well.
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Github user jkbradley commented on the issue:
https://github.com/apache/spark/pull/16782
You're right about the test. I'll take a look now.
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Github user jkbradley commented on the issue:
https://github.com/apache/spark/pull/17090
LGTM
Any other comments before we merge?
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Github user jkbradley commented on the issue:
https://github.com/apache/spark/pull/17110
Actually, synced with @thunterdb and will update design doc to put
everything under a "Statistics" object. I'll wait until
https://github.com/apache/spark/pull/17108 gets merged.
-
Github user jkbradley commented on a diff in the pull request:
https://github.com/apache/spark/pull/17110#discussion_r104220095
--- Diff:
mllib/src/test/scala/org/apache/spark/ml/stat/ChiSquareSuite.scala ---
@@ -0,0 +1,94 @@
+/*
+ * Licensed to the Apache Software
Github user jkbradley commented on a diff in the pull request:
https://github.com/apache/spark/pull/17110#discussion_r104220074
--- Diff: mllib/src/main/scala/org/apache/spark/ml/stat/ChiSquare.scala ---
@@ -0,0 +1,81 @@
+/*
+ * Licensed to the Apache Software Foundation
Github user jkbradley commented on a diff in the pull request:
https://github.com/apache/spark/pull/17110#discussion_r104220081
--- Diff: mllib/src/main/scala/org/apache/spark/ml/stat/ChiSquare.scala ---
@@ -0,0 +1,81 @@
+/*
+ * Licensed to the Apache Software Foundation
Github user jkbradley commented on the issue:
https://github.com/apache/spark/pull/17090
It's a good point about making an implicit decision. We could deprecate
these methods in favor of transform-based ones in the future---we have done
this in the past---but it does push the long
GitHub user jkbradley opened a pull request:
https://github.com/apache/spark/pull/17110
[SPARK-19635][ML] DataFrame-based API for chi square test
## What changes were proposed in this pull request?
Wrapper taking and return a DataFrame
## How was this patch tested
Github user jkbradley commented on the issue:
https://github.com/apache/spark/pull/16883
Btw, we're near the time when the 2.2 branch will be cut, and I'd like to
get this into 2.2. Let me know if you're busy, and I'd be happy to help
finalize the PR. Thanks!
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Github user jkbradley commented on a diff in the pull request:
https://github.com/apache/spark/pull/16784#discussion_r103582514
--- Diff:
mllib/src/test/scala/org/apache/spark/ml/classification/LinearSVCSuite.scala ---
@@ -68,13 +77,21 @@ class LinearSVCSuite extends SparkFunSuite
Github user jkbradley commented on a diff in the pull request:
https://github.com/apache/spark/pull/16784#discussion_r103582543
--- Diff:
mllib/src/test/scala/org/apache/spark/ml/classification/LinearSVCSuite.scala ---
@@ -51,6 +54,12 @@ class LinearSVCSuite extends SparkFunSuite
Github user jkbradley commented on a diff in the pull request:
https://github.com/apache/spark/pull/16784#discussion_r103582526
--- Diff:
mllib/src/test/scala/org/apache/spark/ml/classification/LinearSVCSuite.scala ---
@@ -68,13 +77,21 @@ class LinearSVCSuite extends SparkFunSuite
Repository: spark
Updated Branches:
refs/heads/master ca3864d6e -> 0fe8020f3
[SPARK-14503][ML] spark.ml API for FPGrowth
## What changes were proposed in this pull request?
jira: https://issues.apache.org/jira/browse/SPARK-14503
Function parity: Add FPGrowth and AssociationRules to ML.
Github user jkbradley commented on the issue:
https://github.com/apache/spark/pull/15415
No problem, thanks! Could you please create a subtask for docs?
Merging with master
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Github user jkbradley commented on the issue:
https://github.com/apache/spark/pull/15415
I'm going to go ahead and merge this after tests to make sure it's in 2.2,
but can you please send a follow-up for my last 2 comments? Thanks!
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Github user jkbradley commented on the issue:
https://github.com/apache/spark/pull/15415
test this please
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Github user jkbradley commented on the issue:
https://github.com/apache/spark/pull/16782
> it leaves in place the static class variable for all other ML classes
that use the wrapper, and those classes continue to use the static class
variable.
I think this was discus
Repository: spark
Updated Branches:
refs/heads/master 7e5359be5 -> d743ea4c7
[MINOR][DOC] Update GLM doc to include tweedie distribution
Update GLM documentation to include the Tweedie distribution. #16344
jkbradley yanboliang
Author: actuaryzhang <actuaryzhan...@gmail.com>
Clos
Github user jkbradley commented on the issue:
https://github.com/apache/spark/pull/17103
LGTM
Thanks!
Merging with master
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Github user jkbradley commented on the issue:
https://github.com/apache/spark/pull/17090
@MLnick Thanks *a lot* for the detailed tests! I really appreciate it. In
this case, are you OK with the approach in the current PR (pending reviews)?
One thing we should confirm
Github user jkbradley commented on the issue:
https://github.com/apache/spark/pull/17090
@MLnick Thanks for showing those comparison numbers. If your
implementation is faster, then I'm happy going with it. I do wonder if we
might hit scalability issues with RDDs which we would
Github user jkbradley commented on the issue:
https://github.com/apache/spark/pull/17090
I'd been following the long discussions about a transform-based solution,
but those had not seemed to have converged to a clear design. If you feel they
have in your PR, then I'll spend some
Github user jkbradley commented on a diff in the pull request:
https://github.com/apache/spark/pull/17090#discussion_r103397271
--- Diff: mllib/src/main/scala/org/apache/spark/ml/recommendation/ALS.scala
---
@@ -285,6 +288,57 @@ class ALSModel private[ml] (
@Since
Github user jkbradley commented on the issue:
https://github.com/apache/spark/pull/17090
@hhbyyh This is different from https://github.com/apache/spark/pull/12574
since it sidesteps the ongoing design discussions about input and output
schema. Eventually, I'd like us to proceed
Github user jkbradley commented on a diff in the pull request:
https://github.com/apache/spark/pull/17090#discussion_r103396443
--- Diff: mllib/src/main/scala/org/apache/spark/ml/recommendation/ALS.scala
---
@@ -248,18 +248,18 @@ class ALSModel private[ml] (
@Since("
Github user jkbradley commented on a diff in the pull request:
https://github.com/apache/spark/pull/16715#discussion_r103357342
--- Diff: python/pyspark/ml/feature.py ---
@@ -120,6 +122,196 @@ def getThreshold(self):
return self.getOrDefault(self.threshold
Github user jkbradley commented on a diff in the pull request:
https://github.com/apache/spark/pull/17090#discussion_r103351299
--- Diff: mllib/src/main/scala/org/apache/spark/ml/recommendation/ALS.scala
---
@@ -248,18 +248,18 @@ class ALSModel private[ml] (
@Since("
Github user jkbradley commented on a diff in the pull request:
https://github.com/apache/spark/pull/17090#discussion_r103352432
--- Diff: mllib/src/main/scala/org/apache/spark/ml/recommendation/ALS.scala
---
@@ -285,6 +285,43 @@ class ALSModel private[ml] (
@Since
Github user jkbradley commented on a diff in the pull request:
https://github.com/apache/spark/pull/17090#discussion_r103350750
--- Diff: mllib/src/main/scala/org/apache/spark/ml/recommendation/ALS.scala
---
@@ -285,6 +285,43 @@ class ALSModel private[ml] (
@Since
Github user jkbradley commented on a diff in the pull request:
https://github.com/apache/spark/pull/17090#discussion_r103353799
--- Diff:
mllib/src/main/scala/org/apache/spark/ml/recommendation/TopByKeyAggregator.scala
---
@@ -0,0 +1,49 @@
+/*
+ * Licensed to the Apache
Github user jkbradley commented on a diff in the pull request:
https://github.com/apache/spark/pull/17090#discussion_r103354132
--- Diff: mllib/src/main/scala/org/apache/spark/ml/recommendation/ALS.scala
---
@@ -285,6 +286,55 @@ class ALSModel private[ml] (
@Since
Github user jkbradley commented on a diff in the pull request:
https://github.com/apache/spark/pull/17090#discussion_r103353184
--- Diff: mllib/src/main/scala/org/apache/spark/ml/recommendation/ALS.scala
---
@@ -285,6 +285,43 @@ class ALSModel private[ml] (
@Since
Github user jkbradley commented on a diff in the pull request:
https://github.com/apache/spark/pull/12762#discussion_r103352114
--- Diff: mllib/src/main/scala/org/apache/spark/ml/recommendation/ALS.scala
---
@@ -242,16 +263,19 @@ class ALSModel private[ml
Github user jkbradley commented on the issue:
https://github.com/apache/spark/pull/14273
OK apologies @MechCoder for the delay. I guess we can close this issue,
and someone else can open up a PR based on yours.
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Github user jkbradley commented on the issue:
https://github.com/apache/spark/pull/16965
Github isn't handling the merge well, so you might try rebasing
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Github user jkbradley commented on the issue:
https://github.com/apache/spark/pull/14273
Sorry about the delay here. Do you still have time to work on this?
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Github user jkbradley commented on a diff in the pull request:
https://github.com/apache/spark/pull/16811#discussion_r103338261
--- Diff:
mllib/src/test/scala/org/apache/spark/ml/feature/Word2VecSuite.scala ---
@@ -144,6 +144,31 @@ class Word2VecSuite extends SparkFunSuite
Github user jkbradley commented on a diff in the pull request:
https://github.com/apache/spark/pull/16811#discussion_r103338146
--- Diff:
mllib/src/test/scala/org/apache/spark/ml/feature/Word2VecSuite.scala ---
@@ -144,6 +144,31 @@ class Word2VecSuite extends SparkFunSuite
Github user jkbradley commented on a diff in the pull request:
https://github.com/apache/spark/pull/16883#discussion_r103325403
--- Diff:
mllib/src/main/scala/org/apache/spark/ml/feature/StringIndexer.scala ---
@@ -34,8 +36,25 @@ import org.apache.spark.util.collection.OpenHashMap
Github user jkbradley commented on a diff in the pull request:
https://github.com/apache/spark/pull/16883#discussion_r103330093
--- Diff:
mllib/src/main/scala/org/apache/spark/ml/feature/StringIndexer.scala ---
@@ -34,8 +36,25 @@ import org.apache.spark.util.collection.OpenHashMap
Github user jkbradley commented on a diff in the pull request:
https://github.com/apache/spark/pull/16883#discussion_r103332623
--- Diff:
mllib/src/test/scala/org/apache/spark/ml/feature/StringIndexerSuite.scala ---
@@ -75,22 +75,32 @@ class StringIndexerSuite
intercept
Github user jkbradley commented on a diff in the pull request:
https://github.com/apache/spark/pull/16883#discussion_r103332929
--- Diff:
mllib/src/main/scala/org/apache/spark/ml/feature/StringIndexer.scala ---
@@ -34,8 +36,25 @@ import org.apache.spark.util.collection.OpenHashMap
Github user jkbradley commented on a diff in the pull request:
https://github.com/apache/spark/pull/16883#discussion_r103325211
--- Diff:
mllib/src/main/scala/org/apache/spark/ml/feature/StringIndexer.scala ---
@@ -17,14 +17,16 @@
package org.apache.spark.ml.feature
Github user jkbradley commented on a diff in the pull request:
https://github.com/apache/spark/pull/16883#discussion_r103331212
--- Diff:
mllib/src/main/scala/org/apache/spark/ml/feature/StringIndexer.scala ---
@@ -163,25 +190,28 @@ class StringIndexerModel
Github user jkbradley commented on a diff in the pull request:
https://github.com/apache/spark/pull/16883#discussion_r103330268
--- Diff:
mllib/src/main/scala/org/apache/spark/ml/feature/StringIndexer.scala ---
@@ -71,18 +90,22 @@ class StringIndexer @Since("1.4.0") (
Github user jkbradley commented on a diff in the pull request:
https://github.com/apache/spark/pull/16883#discussion_r103330303
--- Diff:
mllib/src/main/scala/org/apache/spark/ml/feature/StringIndexer.scala ---
@@ -71,18 +90,22 @@ class StringIndexer @Since("1.4.0") (
Github user jkbradley commented on a diff in the pull request:
https://github.com/apache/spark/pull/16883#discussion_r103330242
--- Diff:
mllib/src/main/scala/org/apache/spark/ml/feature/StringIndexer.scala ---
@@ -71,18 +90,22 @@ class StringIndexer @Since("1.4.0") (
Github user jkbradley commented on a diff in the pull request:
https://github.com/apache/spark/pull/16883#discussion_r103331444
--- Diff:
mllib/src/main/scala/org/apache/spark/ml/feature/StringIndexer.scala ---
@@ -163,25 +190,28 @@ class StringIndexerModel
Github user jkbradley commented on a diff in the pull request:
https://github.com/apache/spark/pull/16883#discussion_r103332885
--- Diff: docs/ml-features.md ---
@@ -576,7 +578,22 @@ will be generated:
2 | c| 1.0
-Notice that the row containing &q
Github user jkbradley commented on a diff in the pull request:
https://github.com/apache/spark/pull/16883#discussion_r103332764
--- Diff: docs/ml-features.md ---
@@ -502,7 +502,7 @@ for more details on the API.
## StringIndexer
`StringIndexer` encodes a string
Github user jkbradley commented on the issue:
https://github.com/apache/spark/pull/16883
I'll take a look now, thanks!
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Github user jkbradley commented on the issue:
https://github.com/apache/spark/pull/15770
Yep, that's correct. Everyone, please let me know if you disagree.
Also, if we do go with Option 2 above, then the input schema could be a few
possible things:
* list of (neighbor ID
Github user jkbradley commented on the issue:
https://github.com/apache/spark/pull/17048
Can you please close this manually? Thanks!
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Github user jkbradley commented on the issue:
https://github.com/apache/spark/pull/16782
I'm OK with the current solution, though if it's easy to check using
```inspection``` then that seems nice to do.
If there are cases in which the wrapper is still not thread-safe
Github user jkbradley commented on a diff in the pull request:
https://github.com/apache/spark/pull/16784#discussion_r103278706
--- Diff:
mllib/src/test/scala/org/apache/spark/ml/classification/LinearSVCSuite.scala ---
@@ -220,12 +246,13 @@ object LinearSVCSuite
Github user jkbradley commented on a diff in the pull request:
https://github.com/apache/spark/pull/16784#discussion_r103278715
--- Diff:
mllib/src/test/scala/org/apache/spark/ml/classification/LinearSVCSuite.scala ---
@@ -234,7 +261,12 @@ object LinearSVCSuite {
val yD
Github user jkbradley commented on a diff in the pull request:
https://github.com/apache/spark/pull/16784#discussion_r103278729
--- Diff:
mllib/src/test/scala/org/apache/spark/ml/classification/LinearSVCSuite.scala ---
@@ -203,6 +227,8 @@ class LinearSVCSuite extends SparkFunSuite
Github user jkbradley commented on the issue:
https://github.com/apache/spark/pull/16782
Thanks @BryanCutler for the patch! The fix looks reasonable to me, but let
me try to check with @davies to confirm.
If this is the right approach, then I think we should update the other
Repository: spark
Updated Branches:
refs/heads/branch-2.1 97866e198 -> 20a432951
[SPARK-14772][PYTHON][ML] Fixed Params.copy method to match Scala implementation
## What changes were proposed in this pull request?
Fixed the PySpark Params.copy method to behave like the Scala implementation.
Github user jkbradley commented on the issue:
https://github.com/apache/spark/pull/17048
LGTM
Merging with branch-2.1
Thank you!
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Github user jkbradley commented on the issue:
https://github.com/apache/spark/pull/15770
Sorry for my absence from recent conversation!
I agree there is no clear answer for handling input and output schema.
Some options:
* Option 1: same as RDD/GraphX-based API
Github user jkbradley commented on the issue:
https://github.com/apache/spark/pull/17069
CC @actuaryzhang @yanboliang Just noticed that the default is missing in
the Scaladoc.
(Thanks btw for adding Tweedie support!)
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GitHub user jkbradley opened a pull request:
https://github.com/apache/spark/pull/17069
[MINOR][ML][DOC] Document default value for
GeneralizedLinearRegression.linkPower
Add Scaladoc for GeneralizedLinearRegression.linkPower default value
Follow-up to https://github.com
Github user jkbradley commented on a diff in the pull request:
https://github.com/apache/spark/pull/15415#discussion_r103068598
--- Diff: mllib/src/main/scala/org/apache/spark/ml/fpm/FPGrowth.scala ---
@@ -0,0 +1,339 @@
+/*
+ * Licensed to the Apache Software Foundation
Github user jkbradley commented on a diff in the pull request:
https://github.com/apache/spark/pull/15415#discussion_r103068619
--- Diff: mllib/src/main/scala/org/apache/spark/ml/fpm/FPGrowth.scala ---
@@ -0,0 +1,339 @@
+/*
+ * Licensed to the Apache Software Foundation
Github user jkbradley commented on the issue:
https://github.com/apache/spark/pull/15415
I don't think we need to support the default prediction (for empty/null
inputs) now. I agree we could use an inputer or add something as an option
later on.
Will take a final look now
Github user jkbradley commented on a diff in the pull request:
https://github.com/apache/spark/pull/15415#discussion_r103050909
--- Diff: mllib/src/main/scala/org/apache/spark/ml/fpm/FPGrowth.scala ---
@@ -0,0 +1,347 @@
+/*
+ * Licensed to the Apache Software Foundation
Github user jkbradley commented on the issue:
https://github.com/apache/spark/pull/15415
I agree that, if the set of rules is small (1-2 GB max), then collecting
and broadcasting it is best. But for larger sets of rules, we'd have to keep
it distributed.
I'm very surprised
Repository: spark
Updated Branches:
refs/heads/master d02762457 -> 2f69e3f60
[SPARK-14772][PYTHON][ML] Fixed Params.copy method to match Scala implementation
## What changes were proposed in this pull request?
Fixed the PySpark Params.copy method to behave like the Scala implementation.
The
Github user jkbradley commented on the issue:
https://github.com/apache/spark/pull/16772
OK merging now. @BryanCutler do let me know if you don't have time to send
a backport--thanks!
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Github user jkbradley commented on the issue:
https://github.com/apache/spark/pull/12888
@hujy Thank you for sending this PR, and apologies for not seeing it
earlier. Since the other PR for this JIRA is ready to merge, could you please
close this issue? Thanks again!
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Github user jkbradley commented on the issue:
https://github.com/apache/spark/pull/16772
well...will merge after new tests
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Github user jkbradley commented on the issue:
https://github.com/apache/spark/pull/16772
jenkins test this please
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Github user jkbradley commented on the issue:
https://github.com/apache/spark/pull/16772
LGTM
Merging with master
@BryanCutler would you mind sending a backport PR against branch-2.1 to run
Jenkins tests?
Thank you!
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Github user jkbradley commented on a diff in the pull request:
https://github.com/apache/spark/pull/15415#discussion_r102856964
--- Diff: mllib/src/main/scala/org/apache/spark/ml/fpm/FPGrowth.scala ---
@@ -0,0 +1,346 @@
+/*
+ * Licensed to the Apache Software Foundation
Github user jkbradley commented on a diff in the pull request:
https://github.com/apache/spark/pull/15415#discussion_r102845724
--- Diff: mllib/src/main/scala/org/apache/spark/ml/fpm/FPGrowth.scala ---
@@ -0,0 +1,346 @@
+/*
+ * Licensed to the Apache Software Foundation
Github user jkbradley commented on a diff in the pull request:
https://github.com/apache/spark/pull/15415#discussion_r102845588
--- Diff: mllib/src/main/scala/org/apache/spark/ml/fpm/FPGrowth.scala ---
@@ -0,0 +1,346 @@
+/*
+ * Licensed to the Apache Software Foundation
Github user jkbradley commented on a diff in the pull request:
https://github.com/apache/spark/pull/15415#discussion_r102792088
--- Diff: mllib/src/main/scala/org/apache/spark/ml/fpm/FPGrowth.scala ---
@@ -0,0 +1,346 @@
+/*
+ * Licensed to the Apache Software Foundation
Github user jkbradley commented on a diff in the pull request:
https://github.com/apache/spark/pull/15415#discussion_r102792306
--- Diff: mllib/src/main/scala/org/apache/spark/ml/fpm/FPGrowth.scala ---
@@ -0,0 +1,346 @@
+/*
+ * Licensed to the Apache Software Foundation
Github user jkbradley commented on a diff in the pull request:
https://github.com/apache/spark/pull/15415#discussion_r102792331
--- Diff: mllib/src/main/scala/org/apache/spark/ml/fpm/FPGrowth.scala ---
@@ -0,0 +1,346 @@
+/*
+ * Licensed to the Apache Software Foundation
Github user jkbradley commented on a diff in the pull request:
https://github.com/apache/spark/pull/15415#discussion_r102598489
--- Diff: mllib/src/main/scala/org/apache/spark/ml/fpm/FPGrowth.scala ---
@@ -0,0 +1,341 @@
+/*
+ * Licensed to the Apache Software Foundation
Github user jkbradley commented on a diff in the pull request:
https://github.com/apache/spark/pull/15415#discussion_r102598758
--- Diff: mllib/src/main/scala/org/apache/spark/ml/fpm/FPGrowth.scala ---
@@ -0,0 +1,341 @@
+/*
+ * Licensed to the Apache Software Foundation
Github user jkbradley commented on a diff in the pull request:
https://github.com/apache/spark/pull/15415#discussion_r102535175
--- Diff: mllib/src/main/scala/org/apache/spark/ml/fpm/FPGrowth.scala ---
@@ -0,0 +1,341 @@
+/*
+ * Licensed to the Apache Software Foundation
Github user jkbradley commented on a diff in the pull request:
https://github.com/apache/spark/pull/15415#discussion_r102594866
--- Diff: mllib/src/main/scala/org/apache/spark/ml/fpm/FPGrowth.scala ---
@@ -0,0 +1,341 @@
+/*
+ * Licensed to the Apache Software Foundation
Github user jkbradley commented on a diff in the pull request:
https://github.com/apache/spark/pull/15415#discussion_r102535113
--- Diff: mllib/src/main/scala/org/apache/spark/ml/fpm/FPGrowth.scala ---
@@ -0,0 +1,341 @@
+/*
+ * Licensed to the Apache Software Foundation
Github user jkbradley commented on a diff in the pull request:
https://github.com/apache/spark/pull/15415#discussion_r102599019
--- Diff: mllib/src/main/scala/org/apache/spark/ml/fpm/FPGrowth.scala ---
@@ -0,0 +1,341 @@
+/*
+ * Licensed to the Apache Software Foundation
Github user jkbradley commented on a diff in the pull request:
https://github.com/apache/spark/pull/15415#discussion_r102595600
--- Diff: mllib/src/main/scala/org/apache/spark/ml/fpm/FPGrowth.scala ---
@@ -0,0 +1,341 @@
+/*
+ * Licensed to the Apache Software Foundation
Github user jkbradley commented on a diff in the pull request:
https://github.com/apache/spark/pull/15415#discussion_r102535118
--- Diff: mllib/src/main/scala/org/apache/spark/ml/fpm/FPGrowth.scala ---
@@ -0,0 +1,341 @@
+/*
+ * Licensed to the Apache Software Foundation
Github user jkbradley commented on a diff in the pull request:
https://github.com/apache/spark/pull/15415#discussion_r102535156
--- Diff: mllib/src/test/scala/org/apache/spark/ml/fpm/FPGrowthSuite.scala
---
@@ -0,0 +1,130 @@
+/*
+ * Licensed to the Apache Software
Github user jkbradley commented on a diff in the pull request:
https://github.com/apache/spark/pull/15415#discussion_r102598955
--- Diff: mllib/src/main/scala/org/apache/spark/ml/fpm/FPGrowth.scala ---
@@ -0,0 +1,341 @@
+/*
+ * Licensed to the Apache Software Foundation
Github user jkbradley commented on a diff in the pull request:
https://github.com/apache/spark/pull/15415#discussion_r102598078
--- Diff: mllib/src/main/scala/org/apache/spark/ml/fpm/FPGrowth.scala ---
@@ -0,0 +1,341 @@
+/*
+ * Licensed to the Apache Software Foundation
Github user jkbradley commented on a diff in the pull request:
https://github.com/apache/spark/pull/15415#discussion_r102598022
--- Diff: mllib/src/main/scala/org/apache/spark/ml/fpm/FPGrowth.scala ---
@@ -0,0 +1,341 @@
+/*
+ * Licensed to the Apache Software Foundation
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