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Posted to reviews@spark.apache.org by mn-mikke <gi...@git.apache.org> on 2018/05/10 16:12:43 UTC

[GitHub] spark pull request #21294: [SPARK-24197][SparkR][SQL] Adding array_sort func...

GitHub user mn-mikke opened a pull request:

    https://github.com/apache/spark/pull/21294

    [SPARK-24197][SparkR][SQL] Adding array_sort function to SparkR

    ## What changes were proposed in this pull request?
    
    The PR adds array_sort function to SparkR.
    
    ## How was this patch tested?
    
    Tests added into R/pkg/tests/fulltests/test_sparkSQL.R


You can merge this pull request into a Git repository by running:

    $ git pull https://github.com/mn-mikke/spark SPARK-24197

Alternatively you can review and apply these changes as the patch at:

    https://github.com/apache/spark/pull/21294.patch

To close this pull request, make a commit to your master/trunk branch
with (at least) the following in the commit message:

    This closes #21294
    
----
commit 7e7c69f29bbf4f1c535c69e6f2e2b36891020e0c
Author: Marek Novotny <mn...@...>
Date:   2018-05-10T16:07:33Z

    [SPARK-24197][SparkR][SQL] Adding array_sort function to SparkR

----


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[GitHub] spark issue #21294: [SPARK-24197][SparkR][SQL] Adding array_sort function to...

Posted by HyukjinKwon <gi...@git.apache.org>.
Github user HyukjinKwon commented on the issue:

    https://github.com/apache/spark/pull/21294
  
    Sorry I am late. My internet connection was limited. Not sure why too. FWIW, AppVeyor tests the latest R version and Jenkins has old R version ... I ran the test in my local but wasn't able to reproduce it too.



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[GitHub] spark issue #21294: [SPARK-24197][SparkR][SQL] Adding array_sort function to...

Posted by felixcheung <gi...@git.apache.org>.
Github user felixcheung commented on the issue:

    https://github.com/apache/spark/pull/21294
  
    looked into a bit not sure why..
    - no related changes to testthat
    - nothing in the R releases around this
    - no config about default type of NA etc.
    - tested this out but not seeing the test failure
    
    perhaps this is something on the JVM? or Spark scala side changes?



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[GitHub] spark issue #21294: [SPARK-24197][SparkR][SQL] Adding array_sort function to...

Posted by AmplabJenkins <gi...@git.apache.org>.
Github user AmplabJenkins commented on the issue:

    https://github.com/apache/spark/pull/21294
  
    Merged build finished. Test PASSed.


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[GitHub] spark issue #21294: [SPARK-24197][SparkR][SQL] Adding array_sort function to...

Posted by AmplabJenkins <gi...@git.apache.org>.
Github user AmplabJenkins commented on the issue:

    https://github.com/apache/spark/pull/21294
  
    Merged build finished. Test FAILed.


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[GitHub] spark issue #21294: [SPARK-24197][SparkR][SQL] Adding array_sort function to...

Posted by AmplabJenkins <gi...@git.apache.org>.
Github user AmplabJenkins commented on the issue:

    https://github.com/apache/spark/pull/21294
  
    Test FAILed.
    Refer to this link for build results (access rights to CI server needed): 
    https://amplab.cs.berkeley.edu/jenkins//job/SparkPullRequestBuilder/90465/
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[GitHub] spark pull request #21294: [SPARK-24197][SparkR][SQL] Adding array_sort func...

Posted by felixcheung <gi...@git.apache.org>.
Github user felixcheung commented on a diff in the pull request:

    https://github.com/apache/spark/pull/21294#discussion_r187470081
  
    --- Diff: R/pkg/R/functions.R ---
    @@ -208,6 +208,7 @@ NULL
     #' head(select(tmp, array_contains(tmp$v1, 21), size(tmp$v1)))
     #' head(select(tmp, array_max(tmp$v1), array_min(tmp$v1)))
     #' head(select(tmp, array_position(tmp$v1, 21)))
    +#' head(select(tmp, array_sort(tmp$v1)))
    --- End diff --
    
    nit: don't need separate line for each example, let's merge this with array_position?


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[GitHub] spark issue #21294: [SPARK-24197][SparkR][SQL] Adding array_sort function to...

Posted by AmplabJenkins <gi...@git.apache.org>.
Github user AmplabJenkins commented on the issue:

    https://github.com/apache/spark/pull/21294
  
    Test PASSed.
    Refer to this link for build results (access rights to CI server needed): 
    https://amplab.cs.berkeley.edu/jenkins//job/SparkPullRequestBuilder/90483/
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[GitHub] spark pull request #21294: [SPARK-24197][SparkR][SQL] Adding array_sort func...

Posted by mn-mikke <gi...@git.apache.org>.
Github user mn-mikke commented on a diff in the pull request:

    https://github.com/apache/spark/pull/21294#discussion_r187381390
  
    --- Diff: R/pkg/tests/fulltests/test_sparkSQL.R ---
    @@ -1497,12 +1496,18 @@ test_that("column functions", {
       result <- collect(select(df, element_at(df[[1]], 1L)))[[1]]
       expect_equal(result, c(1, 6))
     
    +  # Test array_sort() and sort_array()
    +  df <- createDataFrame(list(list(list(2L, 1L, 3L, NULL)), list(list(NULL, 6L, 5L, NULL, 4L))))
    +
    +  result <- collect(select(df, array_sort(df[[1]])))[[1]]
    +  expect_equal(result, list(list(1L, 2L, 3L, NULL), list(4L, 5L, 6L, NULL, NULL)))
    +
       result <- collect(select(df, sort_array(df[[1]], FALSE)))[[1]]
    -  expect_equal(result, list(list(3L, 2L, 1L), list(6L, 5L, 4L)))
    +  expect_equal(result, list(list(3L, 2L, 1L, NULL), list(6L, 5L, 4L, NULL, NULL)))
       result <- collect(select(df, sort_array(df[[1]])))[[1]]
    -  expect_equal(result, list(list(1L, 2L, 3L), list(4L, 5L, 6L)))
    +  expect_equal(result, list(list(NULL, 1L, 2L, 3L), list(NULL, NULL, 4L, 5L, 6L)))
     
    -  # Test flattern
    +  # Test flatten
    --- End diff --
    
    Oh, OK. I didn't know about that. Thanks.


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[GitHub] spark pull request #21294: [SPARK-24197][SparkR][SQL] Adding array_sort func...

Posted by HyukjinKwon <gi...@git.apache.org>.
Github user HyukjinKwon commented on a diff in the pull request:

    https://github.com/apache/spark/pull/21294#discussion_r187380230
  
    --- Diff: R/pkg/tests/fulltests/test_sparkSQL.R ---
    @@ -1497,12 +1496,18 @@ test_that("column functions", {
       result <- collect(select(df, element_at(df[[1]], 1L)))[[1]]
       expect_equal(result, c(1, 6))
     
    +  # Test array_sort() and sort_array()
    +  df <- createDataFrame(list(list(list(2L, 1L, 3L, NULL)), list(list(NULL, 6L, 5L, NULL, 4L))))
    +
    +  result <- collect(select(df, array_sort(df[[1]])))[[1]]
    +  expect_equal(result, list(list(1L, 2L, 3L, NULL), list(4L, 5L, 6L, NULL, NULL)))
    +
       result <- collect(select(df, sort_array(df[[1]], FALSE)))[[1]]
    -  expect_equal(result, list(list(3L, 2L, 1L), list(6L, 5L, 4L)))
    +  expect_equal(result, list(list(3L, 2L, 1L, NULL), list(6L, 5L, 4L, NULL, NULL)))
       result <- collect(select(df, sort_array(df[[1]])))[[1]]
    -  expect_equal(result, list(list(1L, 2L, 3L), list(4L, 5L, 6L)))
    +  expect_equal(result, list(list(NULL, 1L, 2L, 3L), list(NULL, NULL, 4L, 5L, 6L)))
     
    -  # Test flattern
    +  # Test flatten
    --- End diff --
    
    I would leave this out to prevent a conflict. It's being fixed in #21255.


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[GitHub] spark issue #21294: [SPARK-24197][SparkR][SQL] Adding array_sort function to...

Posted by AmplabJenkins <gi...@git.apache.org>.
Github user AmplabJenkins commented on the issue:

    https://github.com/apache/spark/pull/21294
  
    Test PASSed.
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    https://amplab.cs.berkeley.edu/jenkins//job/SparkPullRequestBuilder/90469/
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[GitHub] spark issue #21294: [SPARK-24197][SparkR][SQL] Adding array_sort function to...

Posted by SparkQA <gi...@git.apache.org>.
Github user SparkQA commented on the issue:

    https://github.com/apache/spark/pull/21294
  
    **[Test build #90483 has finished](https://amplab.cs.berkeley.edu/jenkins/job/SparkPullRequestBuilder/90483/testReport)** for PR 21294 at commit [`a8aa777`](https://github.com/apache/spark/commit/a8aa777ca233998c4037cee5aa1ad203028af19e).
     * This patch passes all tests.
     * This patch merges cleanly.
     * This patch adds no public classes.


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[GitHub] spark issue #21294: [SPARK-24197][SparkR][SQL] Adding array_sort function to...

Posted by AmplabJenkins <gi...@git.apache.org>.
Github user AmplabJenkins commented on the issue:

    https://github.com/apache/spark/pull/21294
  
    Merged build finished. Test PASSed.


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[GitHub] spark issue #21294: [SPARK-24197][SparkR][SQL] Adding array_sort function to...

Posted by HyukjinKwon <gi...@git.apache.org>.
Github user HyukjinKwon commented on the issue:

    https://github.com/apache/spark/pull/21294
  
    (@mn-mikke It's _not required_ to have an example in the PR description but it's usually useful for other reviewers to copy and paste to check. I usually do this when I add R side APIs.)


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[GitHub] spark issue #21294: [SPARK-24197][SparkR][SQL] Adding array_sort function to...

Posted by AmplabJenkins <gi...@git.apache.org>.
Github user AmplabJenkins commented on the issue:

    https://github.com/apache/spark/pull/21294
  
    Test FAILed.
    Refer to this link for build results (access rights to CI server needed): 
    https://amplab.cs.berkeley.edu/jenkins//job/SparkPullRequestBuilder/90466/
    Test FAILed.


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[GitHub] spark pull request #21294: [SPARK-24197][SparkR][SQL] Adding array_sort func...

Posted by gatorsmile <gi...@git.apache.org>.
Github user gatorsmile commented on a diff in the pull request:

    https://github.com/apache/spark/pull/21294#discussion_r189063233
  
    --- Diff: R/pkg/tests/fulltests/test_sparkSQL.R ---
    @@ -1497,10 +1496,16 @@ test_that("column functions", {
       result <- collect(select(df, element_at(df[[1]], 1L)))[[1]]
       expect_equal(result, c(1, 6))
     
    +  # Test array_sort() and sort_array()
    +  df <- createDataFrame(list(list(list(2L, 1L, 3L, NA)), list(list(NA, 6L, 5L, NA, 4L))))
    +
    +  result <- collect(select(df, array_sort(df[[1]])))[[1]]
    +  expect_equal(result, list(list(1L, 2L, 3L, NA), list(4L, 5L, 6L, NA, NA)))
    +
       result <- collect(select(df, sort_array(df[[1]], FALSE)))[[1]]
    -  expect_equal(result, list(list(3L, 2L, 1L), list(6L, 5L, 4L)))
    +  expect_equal(result, list(list(3L, 2L, 1L, NA), list(6L, 5L, 4L, NA, NA)))
       result <- collect(select(df, sort_array(df[[1]])))[[1]]
    -  expect_equal(result, list(list(1L, 2L, 3L), list(4L, 5L, 6L)))
    +  expect_equal(result, list(list(NA, 1L, 2L, 3L), list(NA, NA, 4L, 5L, 6L)))
    --- End diff --
    
    ```
    Failed -------------------------------------------------------------------------
    1. Failure: column functions (@test_sparkSQL.R#1502) ---------------------------
    `result` not equal to list(list(1L, 2L, 3L, NA), list(4L, 5L, 6L, NA, NA)).
    Component 1: Component 4: Modes: numeric, logical
    Component 1: Component 4: target is numeric, current is logical
    Component 2: Component 4: Modes: numeric, logical
    Component 2: Component 4: target is numeric, current is logical
    Component 2: Component 5: Modes: numeric, logical
    Component 2: Component 5: target is numeric, current is logical
    
    
    2. Failure: column functions (@test_sparkSQL.R#1505) ---------------------------
    `result` not equal to list(list(3L, 2L, 1L, NA), list(6L, 5L, 4L, NA, NA)).
    Component 1: Component 4: Modes: numeric, logical
    Component 1: Component 4: target is numeric, current is logical
    Component 2: Component 4: Modes: numeric, logical
    Component 2: Component 4: target is numeric, current is logical
    Component 2: Component 5: Modes: numeric, logical
    Component 2: Component 5: target is numeric, current is logical
    
    
    3. Failure: column functions (@test_sparkSQL.R#1507) ---------------------------
    `result` not equal to list(list(NA, 1L, 2L, 3L), list(NA, NA, 4L, 5L, 6L)).
    Component 1: Component 1: Modes: numeric, logical
    Component 1: Component 1: target is numeric, current is logical
    Component 2: Component 1: Modes: numeric, logical
    Component 2: Component 1: target is numeric, current is logical
    Component 2: Component 2: Modes: numeric, logical
    Component 2: Component 2: target is numeric, current is logical
    ```
    
    In my laptop, I hit this issue. How to make the type compatible? cc @HyukjinKwon @felixcheung 


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[GitHub] spark issue #21294: [SPARK-24197][SparkR][SQL] Adding array_sort function to...

Posted by felixcheung <gi...@git.apache.org>.
Github user felixcheung commented on the issue:

    https://github.com/apache/spark/pull/21294
  
    What are the versions of R you are running with?
    
    
    
    



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[GitHub] spark issue #21294: [SPARK-24197][SparkR][SQL] Adding array_sort function to...

Posted by AmplabJenkins <gi...@git.apache.org>.
Github user AmplabJenkins commented on the issue:

    https://github.com/apache/spark/pull/21294
  
    Merged build finished. Test FAILed.


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[GitHub] spark issue #21294: [SPARK-24197][SparkR][SQL] Adding array_sort function to...

Posted by SparkQA <gi...@git.apache.org>.
Github user SparkQA commented on the issue:

    https://github.com/apache/spark/pull/21294
  
    **[Test build #90465 has started](https://amplab.cs.berkeley.edu/jenkins/job/SparkPullRequestBuilder/90465/testReport)** for PR 21294 at commit [`7e7c69f`](https://github.com/apache/spark/commit/7e7c69f29bbf4f1c535c69e6f2e2b36891020e0c).


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[GitHub] spark pull request #21294: [SPARK-24197][SparkR][SQL] Adding array_sort func...

Posted by HyukjinKwon <gi...@git.apache.org>.
Github user HyukjinKwon commented on a diff in the pull request:

    https://github.com/apache/spark/pull/21294#discussion_r187380861
  
    --- Diff: R/pkg/R/functions.R ---
    @@ -3118,8 +3133,9 @@ setMethod("size",
               })
     
     #' @details
    -#' \code{sort_array}: Sorts the input array in ascending or descending order according
    -#' to the natural ordering of the array elements.
    +#' \code{sort_array}: Sorts the input array in ascending or descending order according to
    +#' the natural ordering of the array elements. Null elements will be placed at the beginning of
    +#' the returned array in ascending order or at the end of the returned array in descending order.
    --- End diff --
    
    nice!


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[GitHub] spark issue #21294: [SPARK-24197][SparkR][SQL] Adding array_sort function to...

Posted by AmplabJenkins <gi...@git.apache.org>.
Github user AmplabJenkins commented on the issue:

    https://github.com/apache/spark/pull/21294
  
    Can one of the admins verify this patch?


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[GitHub] spark pull request #21294: [SPARK-24197][SparkR][SQL] Adding array_sort func...

Posted by asfgit <gi...@git.apache.org>.
Github user asfgit closed the pull request at:

    https://github.com/apache/spark/pull/21294


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[GitHub] spark issue #21294: [SPARK-24197][SparkR][SQL] Adding array_sort function to...

Posted by HyukjinKwon <gi...@git.apache.org>.
Github user HyukjinKwon commented on the issue:

    https://github.com/apache/spark/pull/21294
  
    Merged to master.


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[GitHub] spark issue #21294: [SPARK-24197][SparkR][SQL] Adding array_sort function to...

Posted by SparkQA <gi...@git.apache.org>.
Github user SparkQA commented on the issue:

    https://github.com/apache/spark/pull/21294
  
    **[Test build #90483 has started](https://amplab.cs.berkeley.edu/jenkins/job/SparkPullRequestBuilder/90483/testReport)** for PR 21294 at commit [`a8aa777`](https://github.com/apache/spark/commit/a8aa777ca233998c4037cee5aa1ad203028af19e).


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[GitHub] spark issue #21294: [SPARK-24197][SparkR][SQL] Adding array_sort function to...

Posted by SparkQA <gi...@git.apache.org>.
Github user SparkQA commented on the issue:

    https://github.com/apache/spark/pull/21294
  
    **[Test build #90466 has finished](https://amplab.cs.berkeley.edu/jenkins/job/SparkPullRequestBuilder/90466/testReport)** for PR 21294 at commit [`779217b`](https://github.com/apache/spark/commit/779217b1cd55fd0b254329eb7c5f4e509f94b042).
     * This patch **fails SparkR unit tests**.
     * This patch merges cleanly.
     * This patch adds no public classes.


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[GitHub] spark issue #21294: [SPARK-24197][SparkR][SQL] Adding array_sort function to...

Posted by gatorsmile <gi...@git.apache.org>.
Github user gatorsmile commented on the issue:

    https://github.com/apache/spark/pull/21294
  
    `R version 3.3.3 (2017-03-06)`. It is weird. Thanks for your investigation. @mn-mikke Let me dig it deeper and see the reason. We do not need change the test cases before we find out the root cause. Thanks!


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[GitHub] spark issue #21294: [SPARK-24197][SparkR][SQL] Adding array_sort function to...

Posted by felixcheung <gi...@git.apache.org>.
Github user felixcheung commented on the issue:

    https://github.com/apache/spark/pull/21294
  
    hmm, not sure yet, will need to look into


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[GitHub] spark pull request #21294: [SPARK-24197][SparkR][SQL] Adding array_sort func...

Posted by mn-mikke <gi...@git.apache.org>.
Github user mn-mikke commented on a diff in the pull request:

    https://github.com/apache/spark/pull/21294#discussion_r189244494
  
    --- Diff: R/pkg/tests/fulltests/test_sparkSQL.R ---
    @@ -1497,10 +1496,16 @@ test_that("column functions", {
       result <- collect(select(df, element_at(df[[1]], 1L)))[[1]]
       expect_equal(result, c(1, 6))
     
    +  # Test array_sort() and sort_array()
    +  df <- createDataFrame(list(list(list(2L, 1L, 3L, NA)), list(list(NA, 6L, 5L, NA, 4L))))
    +
    +  result <- collect(select(df, array_sort(df[[1]])))[[1]]
    +  expect_equal(result, list(list(1L, 2L, 3L, NA), list(4L, 5L, 6L, NA, NA)))
    +
       result <- collect(select(df, sort_array(df[[1]], FALSE)))[[1]]
    -  expect_equal(result, list(list(3L, 2L, 1L), list(6L, 5L, 4L)))
    +  expect_equal(result, list(list(3L, 2L, 1L, NA), list(6L, 5L, 4L, NA, NA)))
       result <- collect(select(df, sort_array(df[[1]])))[[1]]
    -  expect_equal(result, list(list(1L, 2L, 3L), list(4L, 5L, 6L)))
    +  expect_equal(result, list(list(NA, 1L, 2L, 3L), list(NA, NA, 4L, 5L, 6L)))
    --- End diff --
    
    It took, me a while what the error message actually says since the target represents result and the current expected lists. From [R documentation](https://www.rdocumentation.org/packages/testthat/versions/0.11.0/topics/equivalence):
    ```
    expect_equal(object, expected, ..., info = NULL, label = NULL, expected.label = NULL)
    ```
    but:
    ```
    > expect_equal(list(NA, 1, 2, 3), list(NA_integer_, 1, 2, 3))
    Error: list(NA, 1, 2, 3) not equal to list(NA_integer_, 1, 2, 3).
    Component 1: Modes: logical, numeric
    Component 1: target is logical, current is numeric
    ``` 
    
    Still don't understand why you get result with `NA_integer_` and I on my linux laptop and the build server `NA`.  I created a [PR](https://github.com/apache/spark/pull/21362) to work around the problem. 


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[GitHub] spark issue #21294: [SPARK-24197][SparkR][SQL] Adding array_sort function to...

Posted by SparkQA <gi...@git.apache.org>.
Github user SparkQA commented on the issue:

    https://github.com/apache/spark/pull/21294
  
    **[Test build #90466 has started](https://amplab.cs.berkeley.edu/jenkins/job/SparkPullRequestBuilder/90466/testReport)** for PR 21294 at commit [`779217b`](https://github.com/apache/spark/commit/779217b1cd55fd0b254329eb7c5f4e509f94b042).


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[GitHub] spark issue #21294: [SPARK-24197][SparkR][SQL] Adding array_sort function to...

Posted by SparkQA <gi...@git.apache.org>.
Github user SparkQA commented on the issue:

    https://github.com/apache/spark/pull/21294
  
    **[Test build #90465 has finished](https://amplab.cs.berkeley.edu/jenkins/job/SparkPullRequestBuilder/90465/testReport)** for PR 21294 at commit [`7e7c69f`](https://github.com/apache/spark/commit/7e7c69f29bbf4f1c535c69e6f2e2b36891020e0c).
     * This patch **fails SparkR unit tests**.
     * This patch merges cleanly.
     * This patch adds no public classes.


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[GitHub] spark issue #21294: [SPARK-24197][SparkR][SQL] Adding array_sort function to...

Posted by SparkQA <gi...@git.apache.org>.
Github user SparkQA commented on the issue:

    https://github.com/apache/spark/pull/21294
  
    **[Test build #90469 has finished](https://amplab.cs.berkeley.edu/jenkins/job/SparkPullRequestBuilder/90469/testReport)** for PR 21294 at commit [`760b7b3`](https://github.com/apache/spark/commit/760b7b365a46833256846443b425ae911dbce10b).
     * This patch passes all tests.
     * This patch merges cleanly.
     * This patch adds no public classes.


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[GitHub] spark pull request #21294: [SPARK-24197][SparkR][SQL] Adding array_sort func...

Posted by HyukjinKwon <gi...@git.apache.org>.
Github user HyukjinKwon commented on a diff in the pull request:

    https://github.com/apache/spark/pull/21294#discussion_r187404332
  
    --- Diff: R/pkg/R/functions.R ---
    @@ -3118,8 +3133,9 @@ setMethod("size",
               })
     
     #' @details
    -#' \code{sort_array}: Sorts the input array in ascending or descending order according
    -#' to the natural ordering of the array elements.
    +#' \code{sort_array}: Sorts the input array in ascending or descending order according to
    +#' the natural ordering of the array elements. Null elements will be placed at the beginning of
    --- End diff --
    
    null -> NA


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[GitHub] spark issue #21294: [SPARK-24197][SparkR][SQL] Adding array_sort function to...

Posted by SparkQA <gi...@git.apache.org>.
Github user SparkQA commented on the issue:

    https://github.com/apache/spark/pull/21294
  
    **[Test build #90469 has started](https://amplab.cs.berkeley.edu/jenkins/job/SparkPullRequestBuilder/90469/testReport)** for PR 21294 at commit [`760b7b3`](https://github.com/apache/spark/commit/760b7b365a46833256846443b425ae911dbce10b).


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