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Posted to reviews@spark.apache.org by GitBox <gi...@apache.org> on 2020/03/14 23:55:57 UTC

[GitHub] [spark] kachayev opened a new pull request #27916: [SPARK-30532] DataFrameStatFunctions to work with TABLE.COLUMN syntax

kachayev opened a new pull request #27916: [SPARK-30532] DataFrameStatFunctions to work with TABLE.COLUMN syntax
URL: https://github.com/apache/spark/pull/27916
 
 
   ### What changes were proposed in this pull request?
   `DataFrameStatFunctions` now works correctly with fully qualified column name (Table.Column syntax) by properly resolving the name instead of relying on field names from schema, notably:
   * `approxQuantile`
   * `freqItems`
   * `cov`
   * `corr`
   
   (other functions from `DataFrameStatFunctions` already work correctly).
   
   See code examples below.
   
   ### Why are the changes needed?
   With current implementation some stat functions are impossible to use when joining datasets with similar column names.
   
   ### Does this PR introduce any user-facing change?
   Yes. Before the change, the following code would fail with `AnalysisException`.
   
   ```scala
   scala> val df1 = sc.parallelize(0 to 10).toDF("num").as("table1")
   df1: org.apache.spark.sql.Dataset[org.apache.spark.sql.Row] = [num: int]
   
   scala> val df2 = sc.parallelize(0 to 10).toDF("num").as("table2")
   df2: org.apache.spark.sql.Dataset[org.apache.spark.sql.Row] = [num: int]
   
   scala> val dfx = df2.crossJoin(df1)
   dfx: org.apache.spark.sql.DataFrame = [num: int, num: int]
   
   scala> dfx.stat.approxQuantile("table1.num", Array(0.1), 0.0)
   res0: Array[Double] = Array(1.0)
   
   scala> dfx.stat.corr("table1.num", "table2.num")
   res1: Double = 1.0
   
   scala> dfx.stat.cov("table1.num", "table2.num")
   res2: Double = 11.0
   
   scala> dfx.stat.freqItems(Array("table1.num", "table2.num"))
   res3: org.apache.spark.sql.DataFrame = [table1.num_freqItems: array<int>, table2.num_freqItems: array<int>]
   ```
   
   ### How was this patch tested?
   Corresponding unit tests are added to `DataFrameStatSuite.scala` (marked as "SPARK-30532").
   

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[GitHub] [spark] SparkQA commented on issue #27916: [SPARK-30532] DataFrameStatFunctions to work with TABLE.COLUMN syntax

Posted by GitBox <gi...@apache.org>.
SparkQA commented on issue #27916: [SPARK-30532] DataFrameStatFunctions to work with TABLE.COLUMN syntax
URL: https://github.com/apache/spark/pull/27916#issuecomment-602421426
 
 
   **[Test build #120176 has finished](https://amplab.cs.berkeley.edu/jenkins/job/SparkPullRequestBuilder/120176/testReport)** for PR 27916 at commit [`37f441e`](https://github.com/apache/spark/commit/37f441ed424d2ae2088565cf0ad6ddc68f039b85).
    * This patch **fails due to an unknown error code, -9**.
    * This patch merges cleanly.
    * This patch adds no public classes.

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Posted by GitBox <gi...@apache.org>.
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Posted by GitBox <gi...@apache.org>.
AmplabJenkins removed a comment on issue #27916: [SPARK-30532] DataFrameStatFunctions to work with TABLE.COLUMN syntax
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   Can one of the admins verify this patch?

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Posted by GitBox <gi...@apache.org>.
SparkQA commented on issue #27916: [SPARK-30532] DataFrameStatFunctions to work with TABLE.COLUMN syntax
URL: https://github.com/apache/spark/pull/27916#issuecomment-599376244
 
 
   **[Test build #119830 has finished](https://amplab.cs.berkeley.edu/jenkins/job/SparkPullRequestBuilder/119830/testReport)** for PR 27916 at commit [`2f24ae0`](https://github.com/apache/spark/commit/2f24ae0365d21412dfdcb998bf9fafa513f39cd5).
    * This patch **fails due to an unknown error code, -9**.
    * This patch merges cleanly.
    * This patch adds no public classes.

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Posted by GitBox <gi...@apache.org>.
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[GitHub] [spark] cloud-fan commented on issue #27916: [SPARK-30532] DataFrameStatFunctions to work with TABLE.COLUMN syntax

Posted by GitBox <gi...@apache.org>.
cloud-fan commented on issue #27916: [SPARK-30532] DataFrameStatFunctions to work with TABLE.COLUMN syntax
URL: https://github.com/apache/spark/pull/27916#issuecomment-602439844
 
 
   retest  this please

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[GitHub] [spark] cloud-fan commented on issue #27916: [SPARK-30532] DataFrameStatFunctions to work with TABLE.COLUMN syntax

Posted by GitBox <gi...@apache.org>.
cloud-fan commented on issue #27916: [SPARK-30532] DataFrameStatFunctions to work with TABLE.COLUMN syntax
URL: https://github.com/apache/spark/pull/27916#issuecomment-602579839
 
 
   retest this please

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[GitHub] [spark] kachayev commented on a change in pull request #27916: [SPARK-30532] DataFrameStatFunctions to work with TABLE.COLUMN syntax

Posted by GitBox <gi...@apache.org>.
kachayev commented on a change in pull request #27916: [SPARK-30532] DataFrameStatFunctions to work with TABLE.COLUMN syntax
URL: https://github.com/apache/spark/pull/27916#discussion_r395959039
 
 

 ##########
 File path: sql/core/src/test/scala/org/apache/spark/sql/DataFrameStatSuite.scala
 ##########
 @@ -126,6 +126,19 @@ class DataFrameStatSuite extends QueryTest with SharedSparkSession {
     assert(math.abs(corr3 - 0.95723391394758572) < 1e-12)
   }
 
+  test("SPARK-30532 pearson correlation to understand fully-qualified column name") {
 
 Review comment:
   Sure, I will submit update shortly.

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[GitHub] [spark] cloud-fan closed pull request #27916: [SPARK-30532] DataFrameStatFunctions to work with TABLE.COLUMN syntax

Posted by GitBox <gi...@apache.org>.
cloud-fan closed pull request #27916: [SPARK-30532] DataFrameStatFunctions to work with TABLE.COLUMN syntax
URL: https://github.com/apache/spark/pull/27916
 
 
   

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Posted by GitBox <gi...@apache.org>.
SparkQA commented on issue #27916: [SPARK-30532] DataFrameStatFunctions to work with TABLE.COLUMN syntax
URL: https://github.com/apache/spark/pull/27916#issuecomment-601217703
 
 
   **[Test build #120044 has finished](https://amplab.cs.berkeley.edu/jenkins/job/SparkPullRequestBuilder/120044/testReport)** for PR 27916 at commit [`2f24ae0`](https://github.com/apache/spark/commit/2f24ae0365d21412dfdcb998bf9fafa513f39cd5).
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    * This patch **fails Spark unit tests**.
    * This patch merges cleanly.
    * This patch adds no public classes.

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Posted by GitBox <gi...@apache.org>.
SparkQA commented on issue #27916: [SPARK-30532] DataFrameStatFunctions to work with TABLE.COLUMN syntax
URL: https://github.com/apache/spark/pull/27916#issuecomment-602158159
 
 
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[GitHub] [spark] kachayev commented on issue #27916: [SPARK-30532] DataFrameStatFunctions to work with TABLE.COLUMN syntax

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kachayev commented on issue #27916: [SPARK-30532] DataFrameStatFunctions to work with TABLE.COLUMN syntax
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   Looks like tests failed for the same reason as previously. Could not replicate this locally (local build & tests are just fine). 

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[GitHub] [spark] HyukjinKwon commented on issue #27916: [SPARK-30532] DataFrameStatFunctions to work with TABLE.COLUMN syntax

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HyukjinKwon commented on issue #27916: [SPARK-30532] DataFrameStatFunctions to work with TABLE.COLUMN syntax
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   retest this please

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[GitHub] [spark] kachayev commented on a change in pull request #27916: [SPARK-30532] DataFrameStatFunctions to work with TABLE.COLUMN syntax

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kachayev commented on a change in pull request #27916: [SPARK-30532] DataFrameStatFunctions to work with TABLE.COLUMN syntax
URL: https://github.com/apache/spark/pull/27916#discussion_r396054991
 
 

 ##########
 File path: sql/core/src/test/scala/org/apache/spark/sql/DataFrameStatSuite.scala
 ##########
 @@ -126,6 +126,19 @@ class DataFrameStatSuite extends QueryTest with SharedSparkSession {
     assert(math.abs(corr3 - 0.95723391394758572) < 1e-12)
   }
 
+  test("SPARK-30532 pearson correlation to understand fully-qualified column name") {
 
 Review comment:
   Done!

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    * This patch passes all tests.
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[GitHub] [spark] cloud-fan commented on a change in pull request #27916: [SPARK-30532] DataFrameStatFunctions to work with TABLE.COLUMN syntax

Posted by GitBox <gi...@apache.org>.
cloud-fan commented on a change in pull request #27916: [SPARK-30532] DataFrameStatFunctions to work with TABLE.COLUMN syntax
URL: https://github.com/apache/spark/pull/27916#discussion_r394959761
 
 

 ##########
 File path: sql/core/src/test/scala/org/apache/spark/sql/DataFrameStatSuite.scala
 ##########
 @@ -126,6 +126,19 @@ class DataFrameStatSuite extends QueryTest with SharedSparkSession {
     assert(math.abs(corr3 - 0.95723391394758572) < 1e-12)
   }
 
+  test("SPARK-30532 pearson correlation to understand fully-qualified column name") {
 
 Review comment:
   can we merge these tests into one? Then we can share the below code
   ```
   val df1 = spark.sparkContext.parallelize(0 to 10).toDF("num").as("table1")
   val df2 = spark.sparkContext.parallelize(0 to 10).toDF("num").as("table2")
   val dfx = df2.crossJoin(df1)
   ```

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[GitHub] [spark] kachayev commented on issue #27916: [SPARK-30532] DataFrameStatFunctions to work with TABLE.COLUMN syntax

Posted by GitBox <gi...@apache.org>.
kachayev commented on issue #27916: [SPARK-30532] DataFrameStatFunctions to work with TABLE.COLUMN syntax
URL: https://github.com/apache/spark/pull/27916#issuecomment-599335665
 
 
   Fixed tests.

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[GitHub] [spark] kachayev commented on issue #27916: [SPARK-30532] DataFrameStatFunctions to work with TABLE.COLUMN syntax

Posted by GitBox <gi...@apache.org>.
kachayev commented on issue #27916: [SPARK-30532] DataFrameStatFunctions to work with TABLE.COLUMN syntax
URL: https://github.com/apache/spark/pull/27916#issuecomment-599867149
 
 
   Tests failed because of something that seems completely irrelevant (in `hive`). Digging deeper to understand why.

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AmplabJenkins commented on issue #27916: [SPARK-30532] DataFrameStatFunctions to work with TABLE.COLUMN syntax
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   Can one of the admins verify this patch?

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[GitHub] [spark] HyukjinKwon commented on issue #27916: [SPARK-30532] DataFrameStatFunctions to work with TABLE.COLUMN syntax

Posted by GitBox <gi...@apache.org>.
HyukjinKwon commented on issue #27916: [SPARK-30532] DataFrameStatFunctions to work with TABLE.COLUMN syntax
URL: https://github.com/apache/spark/pull/27916#issuecomment-599158482
 
 
   ok to test

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[GitHub] [spark] kachayev commented on issue #27916: [SPARK-30532] DataFrameStatFunctions to work with TABLE.COLUMN syntax

Posted by GitBox <gi...@apache.org>.
kachayev commented on issue #27916: [SPARK-30532] DataFrameStatFunctions to work with TABLE.COLUMN syntax
URL: https://github.com/apache/spark/pull/27916#issuecomment-605770591
 
 
   @cloud-fan Merged with latest master. Now tests work (previously they failed with unrelated issues).  

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[GitHub] [spark] HyukjinKwon commented on issue #27916: [SPARK-30532] DataFrameStatFunctions to work with TABLE.COLUMN syntax

Posted by GitBox <gi...@apache.org>.
HyukjinKwon commented on issue #27916: [SPARK-30532] DataFrameStatFunctions to work with TABLE.COLUMN syntax
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   retest this please

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[GitHub] [spark] SparkQA commented on issue #27916: [SPARK-30532] DataFrameStatFunctions to work with TABLE.COLUMN syntax

Posted by GitBox <gi...@apache.org>.
SparkQA commented on issue #27916: [SPARK-30532] DataFrameStatFunctions to work with TABLE.COLUMN syntax
URL: https://github.com/apache/spark/pull/27916#issuecomment-599170760
 
 
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    * This patch **fails Spark unit tests**.
    * This patch merges cleanly.
    * This patch adds no public classes.

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