Github user huaxingao commented on the issue:
https://github.com/apache/spark/pull/21465
@BryanCutler Thank you very much for your help!
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GitHub user huaxingao opened a pull request:
https://github.com/apache/spark/pull/23256
[SPARK-24207][R] follow-up PR for SPARK-24207 to fix code style problems
## What changes were proposed in this pull request?
follow-up PR for SPARK-24207 to fix code style problems
You
Github user huaxingao commented on a diff in the pull request:
https://github.com/apache/spark/pull/21465#discussion_r239904265
--- Diff: python/pyspark/ml/param/shared.py ---
@@ -814,3 +814,25 @@ def getDistanceMeasure(self):
"""
return se
Github user huaxingao commented on a diff in the pull request:
https://github.com/apache/spark/pull/23072#discussion_r239626824
--- Diff: R/pkg/R/mllib_clustering.R ---
@@ -610,3 +616,58 @@ setMethod("write.ml", signature(object = "LDAModel"
Github user huaxingao commented on a diff in the pull request:
https://github.com/apache/spark/pull/23072#discussion_r239626871
--- Diff: docs/ml-clustering.md ---
@@ -265,3 +265,44 @@ Refer to the [R API
docs](api/R/spark.gaussianMixture.html) for more details
Github user huaxingao commented on the issue:
https://github.com/apache/spark/pull/21465
@BryanCutler Thank you very much for your review! I will submit changes
soon.
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Github user huaxingao commented on a diff in the pull request:
https://github.com/apache/spark/pull/23072#discussion_r239250376
--- Diff: docs/ml-clustering.md ---
@@ -265,3 +265,44 @@ Refer to the [R API
docs](api/R/spark.gaussianMixture.html) for more details
Github user huaxingao commented on the issue:
https://github.com/apache/spark/pull/23072
@dongjoon-hyun Thank you very much for your review. I will make the changes
soon.
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Github user huaxingao commented on a diff in the pull request:
https://github.com/apache/spark/pull/23072#discussion_r239250335
--- Diff: R/pkg/R/mllib_clustering.R ---
@@ -610,3 +616,58 @@ setMethod("write.ml", signature(object = "LDAModel"
Github user huaxingao commented on a diff in the pull request:
https://github.com/apache/spark/pull/23072#discussion_r239238873
--- Diff: docs/ml-clustering.md ---
@@ -265,3 +265,44 @@ Refer to the [R API
docs](api/R/spark.gaussianMixture.html) for more details
Github user huaxingao commented on a diff in the pull request:
https://github.com/apache/spark/pull/21465#discussion_r239173098
--- Diff: python/pyspark/ml/classification.py ---
@@ -1174,9 +1165,31 @@ def trees(self):
return [DecisionTreeClassificationModel(m) for m
Github user huaxingao commented on a diff in the pull request:
https://github.com/apache/spark/pull/23072#discussion_r237966508
--- Diff:
examples/src/main/scala/org/apache/spark/examples/ml/FPGrowthExample.scala ---
@@ -64,4 +64,3 @@ object FPGrowthExample {
spark.stop
Github user huaxingao commented on a diff in the pull request:
https://github.com/apache/spark/pull/23168#discussion_r237661961
--- Diff: docs/ml-clustering.md ---
@@ -265,3 +265,38 @@ Refer to the [R API
docs](api/R/spark.gaussianMixture.html) for more details
Github user huaxingao commented on a diff in the pull request:
https://github.com/apache/spark/pull/23161#discussion_r237628719
--- Diff: R/pkg/R/DataFrame.R ---
@@ -2732,13 +2732,24 @@ setMethod("union",
dataFrame(unioned)
})
Github user huaxingao commented on a diff in the pull request:
https://github.com/apache/spark/pull/23072#discussion_r237332601
--- Diff: docs/ml-clustering.md ---
@@ -265,3 +265,44 @@ Refer to the [R API
docs](api/R/spark.gaussianMixture.html) for more details
Github user huaxingao commented on the issue:
https://github.com/apache/spark/pull/23168
@srowen It's not in master yet. The PR is here
https://github.com/apache/spark/pull/23072
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Github user huaxingao commented on the issue:
https://github.com/apache/spark/pull/23168
@felixcheung Could you please review?
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GitHub user huaxingao opened a pull request:
https://github.com/apache/spark/pull/23168
[SPARK-26207][doc]add PowerIterationClustering (PIC) doc in 2.4 branch
## What changes were proposed in this pull request?
Add PIC doc in 2.4
## How was this patch tested
GitHub user huaxingao opened a pull request:
https://github.com/apache/spark/pull/23161
[SPARK-26189][R]Fix unionAll doc in SparkR
## What changes were proposed in this pull request?
Fix unionAll doc in SparkR
## How was this patch tested?
Manually ran
Github user huaxingao commented on a diff in the pull request:
https://github.com/apache/spark/pull/23072#discussion_r236787704
--- Diff: docs/ml-clustering.md ---
@@ -265,3 +265,44 @@ Refer to the [R API
docs](api/R/spark.gaussianMixture.html) for more details
GitHub user huaxingao opened a pull request:
https://github.com/apache/spark/pull/23157
[SPARK-26185][PYTHON]add weightCol in python
MulticlassClassificationEvaluator
## What changes were proposed in this pull request?
add weightCol for python version
Github user huaxingao commented on a diff in the pull request:
https://github.com/apache/spark/pull/21465#discussion_r235488017
--- Diff: python/pyspark/ml/classification.py ---
@@ -1176,8 +1176,8 @@ def trees(self):
@inherit_doc
class GBTClassifier(JavaEstimator
Github user huaxingao commented on the issue:
https://github.com/apache/spark/pull/23072
retest this please
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Github user huaxingao commented on the issue:
https://github.com/apache/spark/pull/20442
retest this please
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GitHub user huaxingao opened a pull request:
https://github.com/apache/spark/pull/23072
[SPARK-19827][R]spark.ml R API for PIC
## What changes were proposed in this pull request?
Add PowerIterationCluster (PIC) in R
## How was this patch tested?
Add test case
You
Github user huaxingao commented on the issue:
https://github.com/apache/spark/pull/22996
@holdenk
Yes, it is. I will include the examples in ml-clustering.md.
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GitHub user huaxingao opened a pull request:
https://github.com/apache/spark/pull/22996
add Python example code for Power Iteration Clustering in spark.ml
## What changes were proposed in this pull request?
Add python example for Power Iteration Clustering in spark.ml
Github user huaxingao commented on the issue:
https://github.com/apache/spark/pull/22788
@cloud-fan @dongjoon-hyun
Because of the above test failures in ```ExpressionTypeCheckingSuite```,
shall I revert to the previous change ?
```
override def sql: String
Github user huaxingao commented on the issue:
https://github.com/apache/spark/pull/22788
I have a question regarding the test failure in
```ExpressionTypeCheckingSuite```. Most of the tests in this suite failed after
I change ```UnresolvedAttribute.sql = UnresolvedAttribute.name
Github user huaxingao commented on a diff in the pull request:
https://github.com/apache/spark/pull/22788#discussion_r229583440
--- Diff:
sql/core/src/test/resources/sql-tests/results/columnresolution-negative.sql.out
---
@@ -161,7 +161,7 @@ SELECT db1.t1.i1 FROM t1, mydb2.t1
Github user huaxingao commented on a diff in the pull request:
https://github.com/apache/spark/pull/22788#discussion_r229479893
--- Diff:
sql/core/src/test/resources/sql-tests/results/columnresolution-negative.sql.out
---
@@ -161,7 +161,7 @@ SELECT db1.t1.i1 FROM t1, mydb2.t1
Github user huaxingao commented on a diff in the pull request:
https://github.com/apache/spark/pull/22788#discussion_r229354247
--- Diff: sql/core/src/test/scala/org/apache/spark/sql/SQLQuerySuite.scala
---
@@ -2856,6 +2856,21 @@ class SQLQuerySuite extends QueryTest
Github user huaxingao commented on the issue:
https://github.com/apache/spark/pull/22863
Thanks @felixcheung
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Github user huaxingao closed the pull request at:
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Github user huaxingao commented on the issue:
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@felixcheung
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GitHub user huaxingao opened a pull request:
https://github.com/apache/spark/pull/22863
[SPARK-25859][ML]add scala/java/python example and doc for PrefixSpan
## What changes were proposed in this pull request?
add scala/java/python example and doc for PrefixSpan in branch
Github user huaxingao commented on the issue:
https://github.com/apache/spark/pull/21710
@felixcheung I am terribly sorry that I missed your comment for the ml doc
and example for 2.4. Is it still time to merge in 2.4? I saw one of my PR got
merged in 2.4 last night. I can submit
Github user huaxingao commented on the issue:
https://github.com/apache/spark/pull/22295
Thank you very much for your help! ! @holdenk @HyukjinKwon
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Github user huaxingao commented on a diff in the pull request:
https://github.com/apache/spark/pull/22790#discussion_r228274470
--- Diff:
mllib/src/main/scala/org/apache/spark/mllib/clustering/BisectingKMeansModel.scala
---
@@ -109,7 +109,7 @@ class BisectingKMeansModel private
Github user huaxingao commented on the issue:
https://github.com/apache/spark/pull/22790
I added a regression test in
```org.apache.spark.mllib.clustering.BisectingKMeansSuite```
I could add the following test in ml package.
```
test("SPARK-25793") {
Github user huaxingao commented on the issue:
https://github.com/apache/spark/pull/22790
retest this please
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Github user huaxingao commented on a diff in the pull request:
https://github.com/apache/spark/pull/22790#discussion_r227229331
--- Diff:
mllib/src/main/scala/org/apache/spark/mllib/clustering/BisectingKMeansModel.scala
---
@@ -126,7 +126,7 @@ object BisectingKMeansModel extends
Github user huaxingao commented on a diff in the pull request:
https://github.com/apache/spark/pull/22788#discussion_r227152273
--- Diff: sql/core/src/test/scala/org/apache/spark/sql/SQLQuerySuite.scala
---
@@ -2702,7 +2702,7 @@ class SQLQuerySuite extends QueryTest
Github user huaxingao closed the pull request at:
https://github.com/apache/spark/pull/22793
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Github user huaxingao commented on the issue:
https://github.com/apache/spark/pull/22793
@WeichenXu123
I created two PRs for this jira. I had trouble to create the first one so I
created another one. I will close this PR. Please use the other one. Thanks
GitHub user huaxingao opened a pull request:
https://github.com/apache/spark/pull/22793
[SPARK-25793][ML]Call SaveLoadV2_0.load for classNameV2_0
## What changes were proposed in this pull request?
The wrong version of load is called in BisectingKMeansModel.load
GitHub user huaxingao opened a pull request:
https://github.com/apache/spark/pull/22790
[SPARK-25793][ML]call SaveLoadV2_0.load for classNameV2_0
## What changes were proposed in this pull request?
The following code in BisectingKMeansModel.load calls the wrong version of
load
Github user huaxingao commented on a diff in the pull request:
https://github.com/apache/spark/pull/22788#discussion_r226872842
--- Diff:
sql/catalyst/src/main/scala/org/apache/spark/sql/catalyst/analysis/unresolved.scala
---
@@ -98,8 +98,18 @@ case class
GitHub user huaxingao opened a pull request:
https://github.com/apache/spark/pull/22788
[SPARK-25769][SQL]change nested columns from `a.b` to `a`.`b`
## What changes were proposed in this pull request?
Currently, ```$"a.b".expr.asInstanceOf[UnresolvedAttr
Github user huaxingao commented on a diff in the pull request:
https://github.com/apache/spark/pull/22295#discussion_r226178191
--- Diff: python/pyspark/sql/tests.py ---
@@ -3863,6 +3863,145 @@ def test_jvm_default_session_already_set(self):
spark.stop
Github user huaxingao commented on a diff in the pull request:
https://github.com/apache/spark/pull/22295#discussion_r226178127
--- Diff: python/pyspark/sql/tests.py ---
@@ -3863,6 +3863,145 @@ def test_jvm_default_session_already_set(self):
spark.stop
Github user huaxingao commented on a diff in the pull request:
https://github.com/apache/spark/pull/22295#discussion_r226178054
--- Diff: python/pyspark/sql/functions.py ---
@@ -2713,6 +2713,25 @@ def from_csv(col, schema, options={}):
return Column(jc
Github user huaxingao commented on a diff in the pull request:
https://github.com/apache/spark/pull/22295#discussion_r225667299
--- Diff: python/pyspark/sql/tests.py ---
@@ -3654,6 +3654,109 @@ def test_jvm_default_session_already_set(self):
spark.stop
Github user huaxingao commented on a diff in the pull request:
https://github.com/apache/spark/pull/22295#discussion_r225667174
--- Diff: python/pyspark/sql/functions.py ---
@@ -2633,6 +2633,23 @@ def sequence(start, stop, step=None):
_to_java_column(start
Github user huaxingao commented on a diff in the pull request:
https://github.com/apache/spark/pull/22295#discussion_r225666954
--- Diff: python/pyspark/sql/session.py ---
@@ -231,6 +231,7 @@ def __init__(self, sparkContext, jsparkSession=None):
or SparkSession
Github user huaxingao commented on a diff in the pull request:
https://github.com/apache/spark/pull/21710#discussion_r223760003
--- Diff: examples/src/main/python/ml/prefixspan_example.py ---
@@ -0,0 +1,48 @@
+#
--- End diff --
@felixcheung I don't think the doc
Github user huaxingao commented on a diff in the pull request:
https://github.com/apache/spark/pull/22295#discussion_r223165392
--- Diff: python/pyspark/sql/session.py ---
@@ -252,6 +255,20 @@ def newSession(self):
"""
return self.__class__
Github user huaxingao commented on a diff in the pull request:
https://github.com/apache/spark/pull/22295#discussion_r221394694
--- Diff: python/pyspark/sql/session.py ---
@@ -231,6 +231,7 @@ def __init__(self, sparkContext, jsparkSession=None):
or SparkSession
Github user huaxingao commented on a diff in the pull request:
https://github.com/apache/spark/pull/22295#discussion_r221089916
--- Diff: python/pyspark/sql/session.py ---
@@ -231,6 +231,7 @@ def __init__(self, sparkContext, jsparkSession=None):
or SparkSession
Github user huaxingao commented on the issue:
https://github.com/apache/spark/pull/22295
I just saw this fix [SPARK-25525][SQL][PYSPARK] Do not update conf for
existing SparkContext in SparkSession.getOrCreate. #22545
I will remove ```test_create_SparkContext_then_SparkSession
Github user huaxingao commented on the issue:
https://github.com/apache/spark/pull/22537
Thanks! @HyukjinKwon @felixcheung
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GitHub user huaxingao opened a pull request:
https://github.com/apache/spark/pull/22537
[SPARK-21291][R] add R partitionBy API in DataFrame
## What changes were proposed in this pull request?
add R partitionBy API in write.df
I didn't add bucketBy in write.df. The last
Github user huaxingao commented on a diff in the pull request:
https://github.com/apache/spark/pull/22295#discussion_r218237306
--- Diff: python/pyspark/sql/session.py ---
@@ -231,6 +231,7 @@ def __init__(self, sparkContext, jsparkSession=None):
or SparkSession
Github user huaxingao commented on the issue:
https://github.com/apache/spark/pull/21649
@felixcheung Thanks for your comments. I changed ```stopifnot```. At L3925
I could add
```
hintList <- list("hint2", "hint3", "hint4")
h
Github user huaxingao commented on a diff in the pull request:
https://github.com/apache/spark/pull/21649#discussion_r216727458
--- Diff: R/pkg/R/DataFrame.R ---
@@ -3939,7 +3929,15 @@ setMethod("hint",
signature(x = "SparkDataFrame"
Github user huaxingao commented on a diff in the pull request:
https://github.com/apache/spark/pull/21649#discussion_r216413819
--- Diff: R/pkg/R/DataFrame.R ---
@@ -3905,6 +3905,16 @@ setMethod("rollup",
group
Github user huaxingao commented on a diff in the pull request:
https://github.com/apache/spark/pull/22295#discussion_r216115581
--- Diff: python/pyspark/sql/session.py ---
@@ -252,6 +252,16 @@ def newSession(self):
"""
return self.__class__
Github user huaxingao commented on the issue:
https://github.com/apache/spark/pull/21710
@felixcheung
Are there any other things I need to change? If not, could this PR be
merged in 2.4? Thanks
Github user huaxingao commented on the issue:
https://github.com/apache/spark/pull/21649
@felixcheung
Are there any other things I need to change? If not, could this PR be
merged in 2.4? Thanks
Github user huaxingao commented on the issue:
https://github.com/apache/spark/pull/20442
Any more comments? @MLnick @jkbradley
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Github user huaxingao commented on a diff in the pull request:
https://github.com/apache/spark/pull/22295#discussion_r215022091
--- Diff: python/pyspark/sql/session.py ---
@@ -252,6 +252,16 @@ def newSession(self):
"""
return self.__class__
Github user huaxingao commented on a diff in the pull request:
https://github.com/apache/spark/pull/22295#discussion_r215022059
--- Diff: python/pyspark/sql/session.py ---
@@ -252,6 +252,16 @@ def newSession(self):
"""
return self.__class__
Github user huaxingao closed the pull request at:
https://github.com/apache/spark/pull/8
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Github user huaxingao commented on a diff in the pull request:
https://github.com/apache/spark/pull/22291#discussion_r214472480
--- Diff: R/pkg/R/generics.R ---
@@ -799,10 +807,18 @@ setGeneric("array_sort", function(x) {
standardGeneric("array_sort") }
GitHub user huaxingao opened a pull request:
https://github.com/apache/spark/pull/22295
[SPARK-25255][PYTHON]Add getActiveSession to SparkSession in PySpark
## What changes were proposed in this pull request?
add getActiveSession in session.py
## How
Github user huaxingao commented on the issue:
https://github.com/apache/spark/pull/22291
@felixcheung @HyukjinKwon Sorry I couldn't figure out how to make the
```sequence``` work in the other PR. I will work on this one first
GitHub user huaxingao opened a pull request:
https://github.com/apache/spark/pull/22291
[SPARK-25007][R]Add array_intersect/array_except/array_union/shuffle to
SparkR
## What changes were proposed in this pull request?
Add the R version of array_intersect/array_except
Github user huaxingao commented on the issue:
https://github.com/apache/spark/pull/8
@jkbradley backport to 2.3.
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GitHub user huaxingao opened a pull request:
https://github.com/apache/spark/pull/8
[SPARK-25124][ML]VectorSizeHint setSize and getSize don't return values
backport to 2.3
## What changes were proposed in this pull request?
In feature.py, VectorSizeHint setSize and getSize
Github user huaxingao commented on a diff in the pull request:
https://github.com/apache/spark/pull/22136#discussion_r212088986
--- Diff: python/pyspark/ml/tests.py ---
@@ -844,6 +844,28 @@ def test_string_indexer_from_labels(self):
.select
GitHub user huaxingao opened a pull request:
https://github.com/apache/spark/pull/22136
[SPARK-25124][ML]VectorSizeHint setSize and getSize don't return values
## What changes were proposed in this pull request?
In feature.py, VectorSizeHint setSize and getSize don't return
Github user huaxingao commented on a diff in the pull request:
https://github.com/apache/spark/pull/21835#discussion_r210326849
--- Diff: R/pkg/R/functions.R ---
@@ -3320,7 +3321,7 @@ setMethod("explode",
#' @aliases sequence sequence,Column-method
#' @note sequ
Github user huaxingao commented on the issue:
https://github.com/apache/spark/pull/21439
Sure. I will work on it. Thanks for letting me know. @viirya
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GitHub user huaxingao opened a pull request:
https://github.com/apache/spark/pull/21925
[SPARK-24973][PYTHON]Add numIter to Python ClusteringSummary
## What changes were proposed in this pull request?
Add numIter to Python version of ClusteringSummary
## How
Github user huaxingao commented on a diff in the pull request:
https://github.com/apache/spark/pull/21835#discussion_r205609369
--- Diff: R/pkg/R/functions.R ---
@@ -3320,7 +3321,7 @@ setMethod("explode",
#' @aliases sequence sequence,Column-method
#' @note sequ
Github user huaxingao commented on a diff in the pull request:
https://github.com/apache/spark/pull/21835#discussion_r205538890
--- Diff: R/pkg/R/functions.R ---
@@ -3320,7 +3321,7 @@ setMethod("explode",
#' @aliases sequence sequence,Column-method
#' @note sequ
Github user huaxingao commented on a diff in the pull request:
https://github.com/apache/spark/pull/21835#discussion_r204861059
--- Diff: R/pkg/tests/fulltests/test_context.R ---
@@ -21,10 +21,11 @@ test_that("Check masked functions", {
# Check that we are not m
Github user huaxingao commented on the issue:
https://github.com/apache/spark/pull/21835
@HyukjinKwon @felixcheung
Could you please review? Thank you very much in advance!
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GitHub user huaxingao opened a pull request:
https://github.com/apache/spark/pull/21835
[SPARK-24779]Add sequence / map_concat / map_from_entries / an option in
months_between UDF to disable rounding-off
## What changes were proposed in this pull request?
Add
Github user huaxingao commented on the issue:
https://github.com/apache/spark/pull/21820
@HyukjinKwon Thanks!
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Github user huaxingao commented on a diff in the pull request:
https://github.com/apache/spark/pull/21820#discussion_r203934505
--- Diff: python/pyspark/sql/functions.py ---
@@ -2551,6 +2551,27 @@ def map_concat(*cols):
return Column(jc)
+@since(2.4
Github user huaxingao commented on a diff in the pull request:
https://github.com/apache/spark/pull/21710#discussion_r203526021
--- Diff:
mllib/src/main/scala/org/apache/spark/ml/r/PrefixSpanWrapper.scala ---
@@ -0,0 +1,34 @@
+/*
+ * Licensed to the Apache Software
Github user huaxingao commented on a diff in the pull request:
https://github.com/apache/spark/pull/21710#discussion_r203481597
--- Diff: R/pkg/R/generics.R ---
@@ -1415,6 +1415,13 @@ setGeneric("spark.freqItemsets", function(object) {
standardGeneric("spark.freqI
Github user huaxingao commented on a diff in the pull request:
https://github.com/apache/spark/pull/21710#discussion_r203229835
--- Diff:
mllib/src/main/scala/org/apache/spark/ml/r/PrefixSpanWrapper.scala ---
@@ -0,0 +1,42 @@
+/*
+ * Licensed to the Apache Software
Github user huaxingao commented on a diff in the pull request:
https://github.com/apache/spark/pull/21710#discussion_r203229794
--- Diff: R/pkg/tests/fulltests/test_mllib_fpm.R ---
@@ -82,4 +82,26 @@ test_that("spark.fpGrowth", {
})
+test_that("s
Github user huaxingao commented on a diff in the pull request:
https://github.com/apache/spark/pull/21710#discussion_r203229733
--- Diff: R/pkg/R/generics.R ---
@@ -1415,6 +1415,13 @@ setGeneric("spark.freqItemsets", function(object) {
standardGeneric("spark.freqI
Github user huaxingao commented on the issue:
https://github.com/apache/spark/pull/21645
Thanks! @HyukjinKwon @felixcheung
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Github user huaxingao commented on the issue:
https://github.com/apache/spark/pull/21710
@felixcheung Can I open a new jira for code example and documentation?
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Github user huaxingao commented on a diff in the pull request:
https://github.com/apache/spark/pull/21645#discussion_r201827579
--- Diff: R/pkg/R/functions.R ---
@@ -3071,6 +3085,19 @@ setMethod("array_position",
column(jc)
})
+#
Github user huaxingao commented on the issue:
https://github.com/apache/spark/pull/21678
@felixcheung Thanks a lot for your help!
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