Github user huaxingao commented on a diff in the pull request:
https://github.com/apache/spark/pull/20400#discussion_r164261850
--- Diff: python/pyspark/sql/window.py ---
@@ -124,16 +124,19 @@ def rangeBetween(start, end):
values directly.
:param
Github user huaxingao commented on a diff in the pull request:
https://github.com/apache/spark/pull/20442#discussion_r164955798
--- Diff:
mllib/src/main/scala/org/apache/spark/ml/feature/QuantileDiscretizer.scala ---
@@ -167,25 +167,31 @@ final class QuantileDiscretizer @Since
Github user huaxingao commented on a diff in the pull request:
https://github.com/apache/spark/pull/20442#discussion_r164956149
--- Diff:
mllib/src/main/scala/org/apache/spark/ml/feature/QuantileDiscretizer.scala ---
@@ -167,25 +167,31 @@ final class QuantileDiscretizer @Since
GitHub user huaxingao opened a pull request:
https://github.com/apache/spark/pull/20442
[SPARK-23265][SQL]Update multi-column error handling logic in
QuantileDiscretizer
## What changes were proposed in this pull request?
SPARK-22799 added more comprehensive error
Github user huaxingao commented on a diff in the pull request:
https://github.com/apache/spark/pull/20400#discussion_r164965040
--- Diff: python/pyspark/sql/functions.py ---
@@ -809,6 +809,45 @@ def ntile(n):
return Column(sc._jvm.functions.ntile(int(n
Github user huaxingao commented on a diff in the pull request:
https://github.com/apache/spark/pull/20400#discussion_r164965129
--- Diff: python/pyspark/sql/functions.py ---
@@ -809,6 +809,45 @@ def ntile(n):
return Column(sc._jvm.functions.ntile(int(n
Github user huaxingao commented on a diff in the pull request:
https://github.com/apache/spark/pull/20400#discussion_r164966938
--- Diff: python/pyspark/sql/window.py ---
@@ -124,16 +126,20 @@ def rangeBetween(start, end):
values directly.
:param
Github user huaxingao commented on a diff in the pull request:
https://github.com/apache/spark/pull/20442#discussion_r165131413
--- Diff:
mllib/src/main/scala/org/apache/spark/ml/feature/QuantileDiscretizer.scala ---
@@ -167,25 +167,36 @@ final class QuantileDiscretizer @Since
Github user huaxingao commented on a diff in the pull request:
https://github.com/apache/spark/pull/20400#discussion_r165229511
--- Diff: python/pyspark/sql/window.py ---
@@ -212,16 +218,20 @@ def rangeBetween(self, start, end):
values directly
Github user huaxingao commented on a diff in the pull request:
https://github.com/apache/spark/pull/20400#discussion_r165229664
--- Diff: python/pyspark/sql/window.py ---
@@ -124,16 +126,20 @@ def rangeBetween(start, end):
values directly.
:param
Github user huaxingao commented on a diff in the pull request:
https://github.com/apache/spark/pull/20400#discussion_r165270774
--- Diff: python/pyspark/sql/window.py ---
@@ -129,11 +131,34 @@ def rangeBetween(start, end):
:param end: boundary end, inclusive
Github user huaxingao commented on a diff in the pull request:
https://github.com/apache/spark/pull/20400#discussion_r165258763
--- Diff: python/pyspark/sql/functions.py ---
@@ -809,6 +809,48 @@ def ntile(n):
return Column(sc._jvm.functions.ntile(int(n
Github user huaxingao commented on a diff in the pull request:
https://github.com/apache/spark/pull/20400#discussion_r165893442
--- Diff: python/pyspark/sql/window.py ---
@@ -208,20 +236,27 @@ def rangeBetween(self, start, end):
and "5" means the five
Github user huaxingao commented on the issue:
https://github.com/apache/spark/pull/20477
@cloud-fan
I have a question about the Optimized Logical Plan. In the "What changed
were proposed" section, it is said that after this PR, the Optimized Logical
Plan will be as
Github user huaxingao commented on the issue:
https://github.com/apache/spark/pull/20400
@HyukjinKwon Thanks a lot for your help!
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Github user huaxingao commented on the issue:
https://github.com/apache/spark/pull/20442
Thanks for the comments. I am in China now for Chinese New Year. Will
address the comments when I get back to work on 2/21
Github user huaxingao commented on the issue:
https://github.com/apache/spark/pull/20442
Sorry for not working on this earlier. Just came back from China yesterday
morning.
Not sure if 2.3 RC4 has already get cut. If this still needs to be merged
in 2.3, please let me know and I
Github user huaxingao commented on a diff in the pull request:
https://github.com/apache/spark/pull/19715#discussion_r158347717
--- Diff:
mllib/src/test/scala/org/apache/spark/ml/feature/QuantileDiscretizerSuite.scala
---
@@ -386,19 +382,16 @@ class QuantileDiscretizerSuite
Github user huaxingao commented on the issue:
https://github.com/apache/spark/pull/21050
Thank you very much for your help!
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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_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_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 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 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 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 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 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/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 the issue:
https://github.com/apache/spark/pull/21820
@HyukjinKwon Thanks!
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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_r203229733
--- 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_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_r203481597
--- 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/21835
@HyukjinKwon @felixcheung
Could you please review? Thank you very much in advance!
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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 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 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/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 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 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 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 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/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 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/21649#discussion_r216413819
--- Diff: R/pkg/R/DataFrame.R ---
@@ -3905,6 +3905,16 @@ setMethod("rollup",
group
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 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/21645
@HyukjinKwon @felixcheung
Could you please review the changes? Thank you very much in advance!
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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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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/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/20777#discussion_r174935305
--- Diff: python/pyspark/ml/feature.py ---
@@ -465,26 +473,26 @@ class CountVectorizer(JavaEstimator, HasInputCol,
HasOutputCol, JavaMLReadable
GitHub user huaxingao opened a pull request:
https://github.com/apache/spark/pull/20777
[SPARK-23615][ML][PYSPARK]Add maxDF Parameter to Python CountVectorizer
## What changes were proposed in this pull request?
The maxDF parameter is for filtering out frequently occurring
Github user huaxingao commented on a diff in the pull request:
https://github.com/apache/spark/pull/20777#discussion_r173369004
--- Diff: python/pyspark/ml/feature.py ---
@@ -465,26 +522,26 @@ class CountVectorizer(JavaEstimator, HasInputCol,
HasOutputCol, JavaMLReadable
Github user huaxingao commented on a diff in the pull request:
https://github.com/apache/spark/pull/20777#discussion_r174636559
--- Diff: python/pyspark/ml/tests.py ---
@@ -679,6 +679,29 @@ def test_count_vectorizer_with_binary(self):
feature, expected = r
Github user huaxingao commented on the issue:
https://github.com/apache/spark/pull/20962
retest this please
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Github user huaxingao commented on the issue:
https://github.com/apache/spark/pull/20968
@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/21003
[SPARK-23871][ML][PYTHON]add python api for VectorAssembler handleInvalid
## What changes were proposed in this pull request?
add python api for VectorAssembler handleInvalid
Github user huaxingao commented on the issue:
https://github.com/apache/spark/pull/20962
@HyukjinKwon Thank you very much for your help!!
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Github user huaxingao commented on the issue:
https://github.com/apache/spark/pull/21003
@jkbradley Thank you very much for your help!
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Github user huaxingao commented on the issue:
https://github.com/apache/spark/pull/21003
@jkbradley Thanks for your comment. I will add "and NaN" in the doc.
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GitHub user huaxingao opened a pull request:
https://github.com/apache/spark/pull/21069
[SPARK-23920][SQL]add array_remove to remove all elements that equal
element from array
## What changes were proposed in this pull request?
add array_remove to remove all elements
Github user huaxingao commented on a diff in the pull request:
https://github.com/apache/spark/pull/20968#discussion_r179791957
--- Diff: python/pyspark/ml/feature.py ---
@@ -2342,8 +2342,38 @@ def mean(self):
return self._call_java("mean")
Github user huaxingao commented on a diff in the pull request:
https://github.com/apache/spark/pull/20962#discussion_r179292870
--- Diff: python/pyspark/sql/functions.py ---
@@ -87,7 +87,15 @@ def _():
'col': 'Returns a :class:`Column` based on the given column name
GitHub user huaxingao opened a pull request:
https://github.com/apache/spark/pull/21050
[SPARK-23912][SQL]add array_distinct
## What changes were proposed in this pull request?
Add array_distinct to remove duplicate value from the array.
## How was this patch
GitHub user huaxingao opened a pull request:
https://github.com/apache/spark/pull/21119
[SPARK-19826][ML][PYTHON]add spark.ml Python API for PIC
## What changes were proposed in this pull request?
add spark.ml Python API for PIC
## How was this patch tested
Github user huaxingao commented on a diff in the pull request:
https://github.com/apache/spark/pull/21090#discussion_r182931610
--- Diff:
mllib/src/main/scala/org/apache/spark/ml/clustering/PowerIterationClustering.scala
---
@@ -0,0 +1,256 @@
+/*
+ * Licensed
Github user huaxingao commented on a diff in the pull request:
https://github.com/apache/spark/pull/21050#discussion_r183925443
--- Diff:
sql/catalyst/src/test/scala/org/apache/spark/sql/catalyst/expressions/CollectionExpressionsSuite.scala
---
@@ -105,4 +105,18 @@ class
Github user huaxingao commented on a diff in the pull request:
https://github.com/apache/spark/pull/21069#discussion_r182605111
--- Diff:
sql/catalyst/src/main/scala/org/apache/spark/sql/catalyst/expressions/collectionOperations.scala
---
@@ -287,3 +287,44 @@ case class
Github user huaxingao commented on the issue:
https://github.com/apache/spark/pull/21119
@jkbradley Could you please review when you have time? Thank you very much
in advance!
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GitHub user huaxingao opened a pull request:
https://github.com/apache/spark/pull/20962
[SPARK-23847][PYTHON][SQL]Add asc_nulls_first, asc_nulls_last to PySpark
## What changes were proposed in this pull request?
Column.scala and Functions.scala have asc_nulls_first
GitHub user huaxingao opened a pull request:
https://github.com/apache/spark/pull/20968
[SPARK-23828][ML][PYTHON]PySpark StringIndexerModel should have constructor
from labels
## What changes were proposed in this pull request?
The Scala StringIndexerModel has an alternate
Github user huaxingao commented on a diff in the pull request:
https://github.com/apache/spark/pull/20962#discussion_r178957855
--- Diff: python/pyspark/sql/column.py ---
@@ -454,6 +454,32 @@ def isin(self, *cols):
>>> df.select(df.name).orderBy(df.name.asc()
Github user huaxingao commented on the issue:
https://github.com/apache/spark/pull/20777
@BryanCutler Do you mind if I close this PR and open a new one? I got
problems when I tried to resolve the conflicts
Github user huaxingao commented on the issue:
https://github.com/apache/spark/pull/20777
Thank you very much for your help! @BryanCutler
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GitHub user huaxingao opened a pull request:
https://github.com/apache/spark/pull/21159
[SPARK-24057][PYTHON]put the real data type in the AssertionError message
## What changes were proposed in this pull request?
Print out the data type in the AssertionError
Github user huaxingao commented on a diff in the pull request:
https://github.com/apache/spark/pull/21649#discussion_r198913351
--- Diff: R/pkg/tests/fulltests/test_sparkSQL.R ---
@@ -2370,6 +2370,15 @@ test_that("join(), crossJoin() and merge() on a
Data
Github user huaxingao commented on a diff in the pull request:
https://github.com/apache/spark/pull/21649#discussion_r198913230
--- Diff: R/pkg/R/DataFrame.R ---
@@ -3905,6 +3905,18 @@ setMethod("rollup",
groupedData(sgd)
})
+isT
Github user huaxingao commented on the issue:
https://github.com/apache/spark/pull/21557
Thank you very much for your help! @BryanCutler
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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_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/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 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 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 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 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 closed the pull request at:
https://github.com/apache/spark/pull/22793
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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 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/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 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_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_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 the issue:
https://github.com/apache/spark/pull/22790
retest this please
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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/22295
Thank you very much for your help! ! @holdenk @HyukjinKwon
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