Github user cloud-fan commented on a diff in the pull request:
https://github.com/apache/spark/pull/23275#discussion_r240234583
--- Diff:
sql/core/src/main/scala/org/apache/spark/sql/expressions/UserDefinedFunction.scala
---
@@ -88,68 +88,49 @@ sealed trait UserDefinedFunction
Github user cloud-fan commented on the issue:
https://github.com/apache/spark/pull/23228
thanks, merging to master!
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Github user cloud-fan commented on a diff in the pull request:
https://github.com/apache/spark/pull/23275#discussion_r240231883
--- Diff: sql/core/src/main/scala/org/apache/spark/sql/functions.scala ---
@@ -4255,11 +4255,11 @@ object functions {
*
* @group udf_funcs
Github user cloud-fan commented on the issue:
https://github.com/apache/spark/pull/23275
cc @maryannxue @gatorsmile @srowen
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Github user cloud-fan commented on a diff in the pull request:
https://github.com/apache/spark/pull/23275#discussion_r240230970
--- Diff:
sql/catalyst/src/main/scala/org/apache/spark/sql/catalyst/expressions/ScalaUDF.scala
---
@@ -47,25 +47,13 @@ case class ScalaUDF
GitHub user cloud-fan opened a pull request:
https://github.com/apache/spark/pull/23275
[SPARK-26323][SQL] Scala UDF should still check input types even if some
inputs are of type Any
## What changes were proposed in this pull request?
For Scala UDF, when checking input
Github user cloud-fan commented on a diff in the pull request:
https://github.com/apache/spark/pull/23272#discussion_r240189245
--- Diff:
core/src/test/java/org/apache/spark/unsafe/map/AbstractBytesToBytesMapSuite.java
---
@@ -667,4 +669,54 @@ public void testPeakMemoryUsed
Github user cloud-fan commented on the issue:
https://github.com/apache/spark/pull/23251
cc @zsxwing
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Github user cloud-fan commented on the issue:
https://github.com/apache/spark/pull/23262
LGTM, can you update the PR title and description?
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https://github.com/apache/spark/pull/23262#discussion_r240180713
--- Diff:
sql/core/src/main/scala/org/apache/spark/sql/execution/datasources/DataSourceStrategy.scala
---
@@ -416,7 +416,12 @@ case class
Github user cloud-fan commented on the issue:
https://github.com/apache/spark/pull/23272
have you seen any bug report caused by this dead lock?
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https://github.com/apache/spark/pull/23272#discussion_r240178993
--- Diff:
core/src/test/java/org/apache/spark/memory/TestMemoryConsumer.java ---
@@ -38,12 +38,14 @@ public long spill(long size, MemoryConsumer trigger
Github user cloud-fan commented on a diff in the pull request:
https://github.com/apache/spark/pull/23204#discussion_r240104812
--- Diff:
sql/core/src/main/scala/org/apache/spark/sql/execution/joins/HashJoin.scala ---
@@ -213,10 +213,6 @@ trait HashJoin {
s
Github user cloud-fan commented on the issue:
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thanks, merging to master/2.4/2.3!
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Github user cloud-fan commented on the issue:
https://github.com/apache/spark/pull/23211
to make the PR smaller, can we add an individual rule
`PushdownLeftSemiOrAntiJoin` first?
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Github user cloud-fan commented on a diff in the pull request:
https://github.com/apache/spark/pull/23211#discussion_r240097479
--- Diff:
sql/catalyst/src/main/scala/org/apache/spark/sql/catalyst/optimizer/Optimizer.scala
---
@@ -984,6 +1002,28 @@ object PushDownPredicate extends
Github user cloud-fan commented on a diff in the pull request:
https://github.com/apache/spark/pull/23211#discussion_r240097255
--- Diff:
sql/catalyst/src/main/scala/org/apache/spark/sql/catalyst/optimizer/Optimizer.scala
---
@@ -649,13 +664,16 @@ object CollapseProject extends
Github user cloud-fan commented on the issue:
https://github.com/apache/spark/pull/23204
can we follow
https://github.com/apache/spark/pull/23204#issuecomment-445510026 and create a
new ticket?
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Github user cloud-fan commented on a diff in the pull request:
https://github.com/apache/spark/pull/23211#discussion_r240092936
--- Diff:
sql/catalyst/src/main/scala/org/apache/spark/sql/catalyst/expressions/subquery.scala
---
@@ -267,6 +267,17 @@ object ScalarSubquery
Github user cloud-fan commented on the issue:
https://github.com/apache/spark/pull/23248
If it's fine for 2.4, I think it's also fine for master as a temporary fix?
We can create another ticket to clean up the subquery optimization hack. IIUC
https://github.com/apache/
Github user cloud-fan commented on a diff in the pull request:
https://github.com/apache/spark/pull/23258#discussion_r240090371
--- Diff:
sql/core/src/test/scala/org/apache/spark/sql/execution/metric/SQLMetricsSuite.scala
---
@@ -182,10 +182,13 @@ class SQLMetricsSuite extends
Github user cloud-fan commented on a diff in the pull request:
https://github.com/apache/spark/pull/23201#discussion_r240090192
--- Diff:
sql/catalyst/src/main/scala/org/apache/spark/sql/catalyst/json/JsonInferSchema.scala
---
@@ -121,7 +122,26 @@ private[sql] class
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retest this please
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Github user cloud-fan commented on the issue:
https://github.com/apache/spark/pull/23204
If we can quickly finish #23214 (within several days), let's go for it. But
if we can't, I'd suggest we do the partial revert first to fix the perf
regression, and add back th
Github user cloud-fan commented on the issue:
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LGTM, cc @jiangxb1987
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--- Diff:
core/src/main/scala/org/apache/spark/shuffle/sort/SortShuffleManager.scala ---
@@ -33,10 +33,10 @@ import org.apache.spark.shuffle
Github user cloud-fan commented on the issue:
https://github.com/apache/spark/pull/23253
LGTM except a code style comment
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https://github.com/apache/spark/pull/23253#discussion_r240036498
--- Diff:
sql/catalyst/src/main/scala/org/apache/spark/sql/catalyst/json/JacksonParser.scala
---
@@ -347,17 +347,28 @@ class JacksonParser
Github user cloud-fan commented on a diff in the pull request:
https://github.com/apache/spark/pull/23253#discussion_r240036489
--- Diff:
sql/catalyst/src/main/scala/org/apache/spark/sql/catalyst/json/JacksonParser.scala
---
@@ -347,17 +347,28 @@ class JacksonParser
Github user cloud-fan commented on a diff in the pull request:
https://github.com/apache/spark/pull/23201#discussion_r240036225
--- Diff:
sql/catalyst/src/main/scala/org/apache/spark/sql/catalyst/json/JsonInferSchema.scala
---
@@ -121,7 +122,26 @@ private[sql] class
Github user cloud-fan commented on the issue:
https://github.com/apache/spark/pull/23208
Let's move the high level discussion to the doc:
https://docs.google.com/document/d/1vI26UEuDpVuOjWw4WPoH2T6y8WAekwtI7qoowhOFnI4/edit?usp=sh
Github user cloud-fan commented on a diff in the pull request:
https://github.com/apache/spark/pull/23266#discussion_r240029373
--- Diff:
sql/core/src/main/java/org/apache/spark/sql/sources/v2/SupportsBatchRead.java
---
@@ -20,14 +20,27 @@
import
Github user cloud-fan commented on a diff in the pull request:
https://github.com/apache/spark/pull/23208#discussion_r240028574
--- Diff:
sql/core/src/main/scala/org/apache/spark/sql/execution/datasources/v2/DataSourceV2Relation.scala
---
@@ -17,52 +17,49 @@
package
Github user cloud-fan commented on a diff in the pull request:
https://github.com/apache/spark/pull/23208#discussion_r240028515
--- Diff:
sql/core/src/main/java/org/apache/spark/sql/sources/v2/TableProvider.java ---
@@ -25,7 +25,10 @@
* The base interface for v2 data sources
GitHub user cloud-fan opened a pull request:
https://github.com/apache/spark/pull/23266
[SPARK-26313][SQL] move read related methods from Table to read related
mix-in traits
## What changes were proposed in this pull request?
As discussed in https://github.com/apache/spark
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https://github.com/apache/spark/pull/23266
cc @rdblue @HyukjinKwon @gatorsmile
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retest this please
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Github user cloud-fan commented on the issue:
https://github.com/apache/spark/pull/23259
thanks @maropu for starting it!
> Which SQL standard does Spark SQL follow (e.g., 2011 or 2016)?
I think SQL 2011 is good, but if we can't find a public version, maybe it'
Github user cloud-fan commented on a diff in the pull request:
https://github.com/apache/spark/pull/23258#discussion_r240026727
--- Diff:
sql/core/src/test/scala/org/apache/spark/sql/execution/metric/SQLMetricsSuite.scala
---
@@ -182,10 +182,13 @@ class SQLMetricsSuite extends
Github user cloud-fan commented on a diff in the pull request:
https://github.com/apache/spark/pull/23249#discussion_r240026485
--- Diff:
sql/catalyst/src/main/scala/org/apache/spark/sql/catalyst/plans/physical/partitioning.scala
---
@@ -118,10 +115,12 @@ case class
Github user cloud-fan commented on the issue:
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LGTM
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https://github.com/apache/spark/pull/23255#discussion_r240026441
--- Diff:
sql/hive/src/test/scala/org/apache/spark/sql/hive/InsertSuite.scala ---
@@ -752,6 +752,17 @@ class InsertSuite extends QueryTest with
Github user cloud-fan commented on a diff in the pull request:
https://github.com/apache/spark/pull/23262#discussion_r240026394
--- Diff:
sql/core/src/main/scala/org/apache/spark/sql/execution/ExistingRDD.scala ---
@@ -53,7 +53,7 @@ object RDDConversions
Github user cloud-fan commented on a diff in the pull request:
https://github.com/apache/spark/pull/23262#discussion_r240026388
--- Diff:
sql/core/src/main/scala/org/apache/spark/sql/execution/ExistingRDD.scala ---
@@ -33,7 +33,7 @@ object RDDConversions
Github user cloud-fan commented on a diff in the pull request:
https://github.com/apache/spark/pull/23248#discussion_r240026330
--- Diff:
sql/core/src/main/scala/org/apache/spark/sql/execution/python/ExtractPythonUDFs.scala
---
@@ -131,8 +131,20 @@ object ExtractPythonUDFs
Github user cloud-fan commented on a diff in the pull request:
https://github.com/apache/spark/pull/23253#discussion_r240026245
--- Diff: docs/sql-migration-guide-upgrade.md ---
@@ -35,7 +35,9 @@ displayTitle: Spark SQL Upgrading Guide
- Since Spark 3.0, CSV datasource
Github user cloud-fan commented on a diff in the pull request:
https://github.com/apache/spark/pull/23253#discussion_r240026237
--- Diff:
sql/core/src/test/scala/org/apache/spark/sql/execution/datasources/json/TestJsonData.scala
---
@@ -229,6 +229,11 @@ private[json] trait
Github user cloud-fan commented on the issue:
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+1
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GitHub user cloud-fan opened a pull request:
https://github.com/apache/spark/pull/23265
[2.4][SPARK-26021][SQL][FOLLOWUP] only deal with NaN and -0.0 in
UnsafeWriter
backport https://github.com/apache/spark/pull/23239 to 2.4
-
## What changes were proposed
Github user cloud-fan commented on the issue:
https://github.com/apache/spark/pull/23265
cc @dongjoon-hyun
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--- Diff:
sql/catalyst/src/main/scala/org/apache/spark/sql/catalyst/json/JsonInferSchema.scala
---
@@ -121,7 +122,26 @@ private[sql] class
Github user cloud-fan commented on the issue:
https://github.com/apache/spark/pull/23207
thanks, merging to master!
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Github user cloud-fan commented on the issue:
https://github.com/apache/spark/pull/23204
according to
https://github.com/apache/spark/pull/23214#issuecomment-443999282 , the hash
join metrics is wrongly implemented. I think it's fine to revert it and
re-implement it
Github user cloud-fan commented on the issue:
https://github.com/apache/spark/pull/23249
retest this please
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https://github.com/apache/spark/pull/22104#discussion_r239738437
--- Diff:
sql/core/src/main/scala/org/apache/spark/sql/execution/SparkOptimizer.scala ---
@@ -31,7 +31,8 @@ class SparkOptimizer(
override
Github user cloud-fan commented on a diff in the pull request:
https://github.com/apache/spark/pull/23207#discussion_r239736660
--- Diff:
sql/core/src/main/scala/org/apache/spark/sql/execution/metric/SQLMetrics.scala
---
@@ -78,6 +80,7 @@ object SQLMetrics {
private val
Github user cloud-fan commented on a diff in the pull request:
https://github.com/apache/spark/pull/23207#discussion_r239735814
--- Diff:
sql/core/src/main/scala/org/apache/spark/sql/execution/metric/SQLMetrics.scala
---
@@ -78,6 +80,7 @@ object SQLMetrics {
private val
Github user cloud-fan commented on a diff in the pull request:
https://github.com/apache/spark/pull/23207#discussion_r239735425
--- Diff:
sql/core/src/main/scala/org/apache/spark/sql/execution/metric/SQLMetrics.scala
---
@@ -78,6 +80,7 @@ object SQLMetrics {
private val
Github user cloud-fan commented on a diff in the pull request:
https://github.com/apache/spark/pull/23207#discussion_r239735015
--- Diff:
core/src/main/scala/org/apache/spark/shuffle/ShuffleWriteProcessor.scala ---
@@ -0,0 +1,75 @@
+/*
+ * Licensed to the Apache Software
Github user cloud-fan commented on a diff in the pull request:
https://github.com/apache/spark/pull/23207#discussion_r239734920
--- Diff:
core/src/main/scala/org/apache/spark/shuffle/ShuffleWriteProcessor.scala ---
@@ -0,0 +1,75 @@
+/*
+ * Licensed to the Apache Software
Github user cloud-fan commented on a diff in the pull request:
https://github.com/apache/spark/pull/22514#discussion_r239733875
--- Diff:
sql/hive/src/main/scala/org/apache/spark/sql/hive/execution/CreateHiveTableAsSelectCommand.scala
---
@@ -95,9 +77,116 @@ case class
Github user cloud-fan commented on the issue:
https://github.com/apache/spark/pull/23239
I checked the original PR that handles NaN:
https://github.com/apache/spark/commit/c032b0bf92130dc4facb003f0deaeb1228aefded
It didn't add end-to-end tests, so I added 2 new
Github user cloud-fan commented on the issue:
https://github.com/apache/spark/pull/23239
Yes it is. `UnsafeProjection` always normalize NaN and -0.0, and Spark uses
`UnsafeProjection` to produce output. So users can't distinguish
Github user cloud-fan commented on a diff in the pull request:
https://github.com/apache/spark/pull/23249#discussion_r239690226
--- Diff:
sql/catalyst/src/main/scala/org/apache/spark/sql/catalyst/plans/physical/partitioning.scala
---
@@ -22,13 +22,12 @@ import
Github user cloud-fan commented on a diff in the pull request:
https://github.com/apache/spark/pull/23201#discussion_r239687264
--- Diff:
sql/catalyst/src/main/scala/org/apache/spark/sql/catalyst/json/JsonInferSchema.scala
---
@@ -121,7 +122,26 @@ private[sql] class
Github user cloud-fan commented on a diff in the pull request:
https://github.com/apache/spark/pull/23201#discussion_r239687213
--- Diff:
sql/catalyst/src/main/scala/org/apache/spark/sql/catalyst/json/JsonInferSchema.scala
---
@@ -121,7 +122,26 @@ private[sql] class
Github user cloud-fan commented on a diff in the pull request:
https://github.com/apache/spark/pull/23248#discussion_r239686156
--- Diff:
sql/core/src/main/scala/org/apache/spark/sql/execution/python/ExtractPythonUDFs.scala
---
@@ -131,8 +131,20 @@ object ExtractPythonUDFs
Github user cloud-fan commented on the issue:
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thanks, merging to master!
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retest this please
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--- Diff:
sql/catalyst/src/main/scala/org/apache/spark/sql/catalyst/plans/physical/partitioning.scala
---
@@ -22,13 +22,12 @@ import
Github user cloud-fan commented on a diff in the pull request:
https://github.com/apache/spark/pull/23208#discussion_r239684490
--- Diff:
sql/core/src/main/java/org/apache/spark/sql/sources/v2/SupportsBatchWrite.java
---
@@ -25,14 +25,14 @@
import
Github user cloud-fan commented on the issue:
https://github.com/apache/spark/pull/23208
@rdblue I tried to add `WriteBuilder`, but there is a difference between
read and write:
1. for read, the `ScanBuilder` can collect many information, like column
pruning, filter pushdown, etc
Github user cloud-fan commented on a diff in the pull request:
https://github.com/apache/spark/pull/23208#discussion_r239683592
--- Diff:
sql/core/src/main/scala/org/apache/spark/sql/execution/datasources/v2/DataSourceV2Relation.scala
---
@@ -17,52 +17,49 @@
package
Github user cloud-fan commented on a diff in the pull request:
https://github.com/apache/spark/pull/23208#discussion_r239682984
--- Diff:
sql/core/src/main/scala/org/apache/spark/sql/DataFrameWriter.scala ---
@@ -241,32 +241,28 @@ final class DataFrameWriter[T] private[sql](ds
Github user cloud-fan commented on a diff in the pull request:
https://github.com/apache/spark/pull/23208#discussion_r239682239
--- Diff:
sql/core/src/main/java/org/apache/spark/sql/sources/v2/TableProvider.java ---
@@ -25,7 +25,10 @@
* The base interface for v2 data sources
Github user cloud-fan commented on the issue:
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the code looks much cleaner now!
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--- Diff:
sql/core/src/main/scala/org/apache/spark/sql/execution/metric/SQLMetrics.scala
---
@@ -78,6 +80,7 @@ object SQLMetrics {
private val
Github user cloud-fan commented on a diff in the pull request:
https://github.com/apache/spark/pull/23207#discussion_r239677653
--- Diff:
sql/core/src/main/scala/org/apache/spark/sql/execution/exchange/ShuffleExchangeExec.scala
---
@@ -333,8 +343,19 @@ object ShuffleExchangeExec
Github user cloud-fan commented on a diff in the pull request:
https://github.com/apache/spark/pull/23207#discussion_r239677477
--- Diff:
core/src/main/scala/org/apache/spark/shuffle/ShuffleWriterProcessor.scala ---
@@ -0,0 +1,82 @@
+/*
+ * Licensed to the Apache Software
Github user cloud-fan commented on a diff in the pull request:
https://github.com/apache/spark/pull/23207#discussion_r239677325
--- Diff:
core/src/main/scala/org/apache/spark/shuffle/ShuffleWriterProcessor.scala ---
@@ -0,0 +1,82 @@
+/*
+ * Licensed to the Apache Software
Github user cloud-fan commented on the issue:
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thanks, merging to master!
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--- Diff:
core/src/main/java/org/apache/spark/unsafe/map/BytesToBytesMap.java ---
@@ -209,23 +205,14 @@ public BytesToBytesMap
Github user cloud-fan commented on a diff in the pull request:
https://github.com/apache/spark/pull/23201#discussion_r239539848
--- Diff:
sql/catalyst/src/main/scala/org/apache/spark/sql/catalyst/json/JsonInferSchema.scala
---
@@ -121,7 +122,26 @@ private[sql] class
Github user cloud-fan commented on a diff in the pull request:
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--- Diff:
sql/catalyst/src/main/scala/org/apache/spark/sql/catalyst/json/JsonInferSchema.scala
---
@@ -121,7 +122,26 @@ private[sql] class
Github user cloud-fan commented on a diff in the pull request:
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--- Diff:
sql/catalyst/src/main/scala/org/apache/spark/sql/catalyst/plans/physical/partitioning.scala
---
@@ -118,10 +116,13 @@ case class
Github user cloud-fan commented on a diff in the pull request:
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--- Diff:
sql/catalyst/src/main/scala/org/apache/spark/sql/catalyst/plans/physical/partitioning.scala
---
@@ -118,10 +116,13 @@ case class
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https://github.com/apache/spark/pull/23239#discussion_r239507673
--- Diff:
sql/catalyst/src/main/java/org/apache/spark/sql/catalyst/expressions/codegen/UnsafeWriter.java
---
@@ -198,11 +198,45 @@ protected final void
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cc @maryannxue @hvanhovell @gatorsmile @viirya
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[SPARK-26297][SQL] improve the doc of Distribution/Partitioning
## What changes were proposed in this pull request?
Some documents of `Distribution/Partitioning` are stale and misleading
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retest this please
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--- Diff:
sql/core/src/main/java/org/apache/spark/sql/sources/v2/SupportsBatchWrite.java
---
@@ -25,14 +25,14 @@
import
Github user cloud-fan commented on a diff in the pull request:
https://github.com/apache/spark/pull/23215#discussion_r239453312
--- Diff:
sql/catalyst/src/main/scala/org/apache/spark/sql/internal/SQLConf.scala ---
@@ -1396,6 +1396,16 @@ object SQLConf {
.booleanConf
Github user cloud-fan commented on a diff in the pull request:
https://github.com/apache/spark/pull/23215#discussion_r239453026
--- Diff:
sql/core/src/test/scala/org/apache/spark/sql/execution/datasources/FileIndexSuite.scala
---
@@ -95,6 +95,31 @@ class FileIndexSuite extends
Github user cloud-fan commented on the issue:
https://github.com/apache/spark/pull/23213
these 3 combinations LGTM.
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Github user cloud-fan commented on a diff in the pull request:
https://github.com/apache/spark/pull/23244#discussion_r239451274
--- Diff:
core/src/main/java/org/apache/spark/unsafe/map/BytesToBytesMap.java ---
@@ -209,23 +205,14 @@ public BytesToBytesMap
Github user cloud-fan commented on the issue:
https://github.com/apache/spark/pull/23248
cc @icexelloss @HyukjinKwon @ueshin @viirya @gatorsmile
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Github user cloud-fan commented on a diff in the pull request:
https://github.com/apache/spark/pull/23248#discussion_r239430315
--- Diff:
sql/core/src/main/scala/org/apache/spark/sql/execution/python/ArrowEvalPythonExec.scala
---
@@ -60,8 +60,12 @@ private class BatchIterator[T
Github user cloud-fan commented on a diff in the pull request:
https://github.com/apache/spark/pull/23248#discussion_r239430084
--- Diff: python/pyspark/sql/tests/test_udf.py ---
@@ -23,7 +23,7 @@
from pyspark import SparkContext
from pyspark.sql import SparkSession
GitHub user cloud-fan opened a pull request:
https://github.com/apache/spark/pull/23248
[SPARK-26293][SQL] Cast exception when having python udf in subquery
## What changes were proposed in this pull request?
This is a regression introduced by
https://github.com/apache
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