Github user HyukjinKwon commented on a diff in the pull request:
https://github.com/apache/spark/pull/22675#discussion_r223725196
--- Diff: docs/ml-datasource.md ---
@@ -0,0 +1,51 @@
+---
+layout: global
+title: Data sources
+displayTitle: Data sources
Github user HyukjinKwon commented on a diff in the pull request:
https://github.com/apache/spark/pull/22237#discussion_r223696096
--- Diff:
sql/core/src/test/scala/org/apache/spark/sql/JsonFunctionsSuite.scala ---
@@ -547,4 +548,27 @@ class JsonFunctionsSuite extends QueryTest
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Merged to master and branch-2.4.
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--- Diff:
sql/core/src/main/scala/org/apache/spark/sql/execution/datasources/csv/CSVHeaderChecker.scala
---
@@ -0,0 +1,131 @@
+/*
+ * Licensed
Github user HyukjinKwon commented on a diff in the pull request:
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--- Diff:
sql/core/src/main/scala/org/apache/spark/sql/execution/datasources/csv/CSVHeaderChecker.scala
---
@@ -0,0 +1,131 @@
+/*
+ * Licensed
Github user HyukjinKwon commented on a diff in the pull request:
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--- Diff:
sql/core/src/main/scala/org/apache/spark/sql/execution/datasources/csv/UnivocityParser.scala
---
@@ -273,44 +274,47 @@ private[csv] object
Github user HyukjinKwon commented on a diff in the pull request:
https://github.com/apache/spark/pull/22676#discussion_r223593894
--- Diff:
sql/core/src/main/scala/org/apache/spark/sql/execution/datasources/csv/CSVUtils.scala
---
@@ -90,6 +89,49 @@ object CSVUtils
Github user HyukjinKwon commented on a diff in the pull request:
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--- Diff:
sql/core/src/main/scala/org/apache/spark/sql/execution/datasources/csv/UnivocityParser.scala
---
@@ -273,44 +274,47 @@ private[csv] object
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cc @cloud-fan and @MaxGekk
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[SPARK-25684][SQL] Organize header related codes in CSV datasource
## What changes were proposed in this pull request?
1. Move `CSVDataSource.makeSafeHeader
Github user HyukjinKwon commented on a diff in the pull request:
https://github.com/apache/spark/pull/22656#discussion_r223566522
--- Diff:
sql/core/src/main/scala/org/apache/spark/sql/DataFrameReader.scala ---
@@ -505,7 +505,8 @@ class DataFrameReader private[sql](sparkSession
Github user HyukjinKwon commented on a diff in the pull request:
https://github.com/apache/spark/pull/22675#discussion_r223552437
--- Diff: docs/ml-datasource.md ---
@@ -0,0 +1,51 @@
+---
+layout: global
+title: Data sources
+displayTitle: Data sources
Github user HyukjinKwon commented on a diff in the pull request:
https://github.com/apache/spark/pull/22675#discussion_r223552386
--- Diff: docs/ml-datasource.md ---
@@ -0,0 +1,51 @@
+---
+layout: global
+title: Data sources
+displayTitle: Data sources
Github user HyukjinKwon commented on a diff in the pull request:
https://github.com/apache/spark/pull/22653#discussion_r223552056
--- Diff: python/pyspark/sql/tests.py ---
@@ -1149,6 +1149,75 @@ def test_infer_schema(self):
result = self.spark.sql("SELECT l[0].a
Github user HyukjinKwon commented on the issue:
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I want to see the configurations ..
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--- Diff: docs/sql-programming-guide.md ---
@@ -1890,6 +1890,10 @@ working with timestamps in `pandas_udf`s to get the
best performance, see
Github user HyukjinKwon commented on the issue:
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Merged to master.
Thank you @BryanCutler. Let me try to make sure I take further actions for
related items
Github user HyukjinKwon commented on the issue:
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Yea, same issue exists in Pandas UDFs too (quickly double checked). This PR
fixes it. That code path is rather one same place FYI
Github user HyukjinKwon commented on the issue:
https://github.com/apache/spark/pull/22653
Let me open a JIRA after taking some more further looks. I checked some
code places and looks it's not easy to support `None` for instance
Github user HyukjinKwon commented on a diff in the pull request:
https://github.com/apache/spark/pull/22653#discussion_r223520528
--- Diff: python/pyspark/sql/tests.py ---
@@ -1149,6 +1149,75 @@ def test_infer_schema(self):
result = self.spark.sql("SELECT l[0].a
Github user HyukjinKwon commented on a diff in the pull request:
https://github.com/apache/spark/pull/22545#discussion_r223408456
--- Diff: python/pyspark/sql/session.py ---
@@ -156,7 +156,7 @@ def getOrCreate(self):
default.
>&g
Github user HyukjinKwon commented on the issue:
https://github.com/apache/spark/pull/22657
I agree. We don't test `commons-lang3` library here.
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https://github.com/apache/spark/pull/22631#discussion_r223286771
--- Diff:
sql/catalyst/src/test/scala/org/apache/spark/sql/catalyst/expressions/CastSuite.scala
---
@@ -110,7 +112,7 @@ class CastSuite extends
Github user HyukjinKwon commented on a diff in the pull request:
https://github.com/apache/spark/pull/22631#discussion_r223285813
--- Diff:
sql/catalyst/src/test/scala/org/apache/spark/sql/catalyst/expressions/CastSuite.scala
---
@@ -110,7 +112,7 @@ class CastSuite extends
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I am getting this in. This is an ongoing effort and it just documents them
internally for now.
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Merged to master and branch-2.4.
Thanks @srowen and @felixcheung.
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ok to test
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Github user HyukjinKwon commented on the issue:
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Let me make this table for Pandas UDF too and then open another JIRA (or
mailing list) to discuss about this further. I need more investigations to
propose the desired behaviour targeting 3.0
Github user HyukjinKwon commented on the issue:
https://github.com/apache/spark/pull/22665
@sullis, this file will be obsolete per
https://github.com/apache/spark/pull/22667. This shall be closed
GitHub user HyukjinKwon opened a pull request:
https://github.com/apache/spark/pull/22667
[SPARK-25673][BUILD] Remove Travis CI which enables Java lint check
## What changes were proposed in this pull request?
https://github.com/apache/spark/pull/12980 added Travis CI file
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cc @srowen and @dongjoon-hyun
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@BryanCutler and @viirya would you mind if I ask to take a look please?
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--- Diff: python/pyspark/sql/functions.py ---
@@ -2733,6 +2733,33 @@ def udf(f=None, returnType=StringType()):
| 8| JOHN DOE
Github user HyukjinKwon commented on a diff in the pull request:
https://github.com/apache/spark/pull/22655#discussion_r223218561
--- Diff: python/pyspark/sql/functions.py ---
@@ -2733,6 +2733,33 @@ def udf(f=None, returnType=StringType()):
| 8| JOHN DOE
Github user HyukjinKwon commented on the issue:
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Nice catch @viirya LGTM.
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--- Diff: python/pyspark/accumulators.py ---
@@ -109,10 +109,14 @@
def _deserialize_accumulator(aid, zero_value, accum_param):
from
Github user HyukjinKwon commented on a diff in the pull request:
https://github.com/apache/spark/pull/22635#discussion_r223218361
--- Diff: python/pyspark/sql/tests.py ---
@@ -3603,6 +3603,31 @@ def test_repr_behaviors(self):
self.assertEquals(None, df
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--- Diff: python/pyspark/sql/functions.py ---
@@ -2909,6 +2909,12 @@ def pandas_udf(f=None, returnType=None,
functionType=None):
can fail
Github user HyukjinKwon commented on a diff in the pull request:
https://github.com/apache/spark/pull/22647#discussion_r223186506
--- Diff:
external/spark-ganglia-lgpl/src/main/scala/org/apache/spark/metrics/sink/GangliaSink.scala
---
@@ -64,11 +64,12 @@ class GangliaSink(val
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cc @cloud-fan, @viirya and @BryanCutler, WDYT?
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[SPARK-25666][PYTHON] Internally document type conversion between Python
data and SQL types in normal UDFs
### What changes were proposed in this pull request?
We are facing some
GitHub user HyukjinKwon opened a pull request:
https://github.com/apache/spark/pull/22653
[SPARK-25659][PYTHON] Test type inference specification for createDataFrame
in PySpark
## What changes were proposed in this pull request?
This PR proposes to specify type inference
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--- Diff: python/pyspark/sql/session.py ---
@@ -252,6 +255,20 @@ def newSession(self):
"""
return self.__c
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Github user HyukjinKwon commented on the issue:
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@dilipbiswal, can you file another JIRA instead of SPARK-25417 specifically
for type coercion?
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ok to test
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retest this please
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--- Diff: python/pyspark/sql/functions.py ---
@@ -2909,6 +2909,11 @@ def pandas_udf(f=None, returnType=None,
functionType=None):
can fail
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Github user HyukjinKwon commented on the issue:
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Yea, it is not obvious and only few seconds - might not be so worth. But
looks improvement because it fixes the test cases to test what the previous PR
targeted. Wouldn't it be better just
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retest this please
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cc @cloud-fan too for sure.
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--- Diff:
sql/core/src/test/scala/org/apache/spark/sql/sources/BucketedReadSuite.scala ---
@@ -66,7 +66,7 @@ abstract class BucketedReadSuite extends
Github user HyukjinKwon commented on a diff in the pull request:
https://github.com/apache/spark/pull/22237#discussion_r222971397
--- Diff:
sql/catalyst/src/main/scala/org/apache/spark/sql/catalyst/util/FailureSafeParser.scala
---
@@ -15,50 +15,51 @@
* limitations under
Github user HyukjinKwon commented on a diff in the pull request:
https://github.com/apache/spark/pull/22295#discussion_r222959106
--- Diff: python/pyspark/sql/session.py ---
@@ -252,6 +255,20 @@ def newSession(self):
"""
return self.__c
Github user HyukjinKwon commented on a diff in the pull request:
https://github.com/apache/spark/pull/22295#discussion_r222958780
--- Diff: python/pyspark/sql/session.py ---
@@ -252,6 +255,20 @@ def newSession(self):
"""
return self.__c
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retest this please
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retest this please
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--- Diff:
sql/catalyst/src/main/scala/org/apache/spark/sql/catalyst/util/ParseMode.scala
---
@@ -51,6 +56,8 @@ object ParseMode extends Logging
Github user HyukjinKwon commented on the issue:
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Thanks for cc'ing me. Will take a look this week.
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Looks fine to me
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--- Diff: docs/structured-streaming-programming-guide.md ---
@@ -1989,22 +2026,211 @@ head(sql("select * from aggre
Github user HyukjinKwon commented on a diff in the pull request:
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--- Diff: docs/structured-streaming-programming-guide.md ---
@@ -1989,22 +2026,211 @@ head(sql("select * from aggre
Github user HyukjinKwon commented on a diff in the pull request:
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--- Diff: docs/structured-streaming-programming-guide.md ---
@@ -1989,22 +2026,211 @@ head(sql("select * from aggre
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--- Diff: docs/structured-streaming-programming-guide.md ---
@@ -1989,22 +2026,211 @@ head(sql("select * from aggre
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--- Diff: docs/structured-streaming-programming-guide.md ---
@@ -1989,22 +2026,211 @@ head(sql("select * from aggre
Github user HyukjinKwon commented on a diff in the pull request:
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--- Diff: docs/structured-streaming-programming-guide.md ---
@@ -1989,22 +2026,211 @@ head(sql("select * from aggre
Github user HyukjinKwon commented on a diff in the pull request:
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--- Diff: docs/structured-streaming-programming-guide.md ---
@@ -1989,22 +2026,211 @@ head(sql("select * from aggre
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--- Diff:
sql/core/src/test/java/test/org/apache/spark/sql/streaming/JavaDataStreamReaderWriterSuite.java
---
@@ -0,0 +1,89 @@
+/*
+* Licensed
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--- Diff:
sql/core/src/test/java/test/org/apache/spark/sql/streaming/JavaDataStreamReaderWriterSuite.java
---
@@ -0,0 +1,89 @@
+/*
+* Licensed
Github user HyukjinKwon commented on the issue:
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Yup. Let me leave this open few more days in case.
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ok to test
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mind filling PR description please?
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Github user HyukjinKwon commented on the issue:
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Let me trigger it in the next PR.
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@Fokko, Let's follow the PR format next time BTW, for instance, "How was
this patch tested?"
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--- Diff: python/pyspark/sql/functions.py ---
@@ -2909,6 +2909,11 @@ def pandas_udf(f=None, returnType=None,
functionType=None):
can fail
Github user HyukjinKwon commented on a diff in the pull request:
https://github.com/apache/spark/pull/22610#discussion_r222885267
--- Diff: python/pyspark/worker.py ---
@@ -84,13 +84,36 @@ def wrap_scalar_pandas_udf(f, return_type):
arrow_return_type = to_arrow_type
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retest this please
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Which looks now fixed in
https://github.com/apache/spark/commit/5ae20cf1a96a33f5de4435fcfb55914d64466525
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retest this please
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add to whitelist
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retest this please
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--- Diff:
sql/core/src/test/scala/org/apache/spark/sql/execution/datasources/orc/OrcSourceSuite.scala
---
@@ -115,6 +116,71 @@ abstract class OrcSuite
Github user HyukjinKwon commented on a diff in the pull request:
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--- Diff:
sql/core/src/test/scala/org/apache/spark/sql/execution/datasources/orc/OrcSourceSuite.scala
---
@@ -115,6 +116,71 @@ abstract class OrcSuite
Github user HyukjinKwon commented on a diff in the pull request:
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--- Diff:
sql/core/src/test/scala/org/apache/spark/sql/execution/datasources/orc/OrcSourceSuite.scala
---
@@ -284,4 +350,8 @@ class OrcSourceSuite
Github user HyukjinKwon commented on the issue:
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ping @niofire
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One clear thing looks adding some documentation ..
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Github user HyukjinKwon commented on the issue:
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Thank you @icexelloss, @gatorsmile, @BryanCutler and @viirya.
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Github user HyukjinKwon commented on the issue:
https://github.com/apache/spark/pull/22620
Merged to master and branch-2.4.
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Github user HyukjinKwon commented on the issue:
https://github.com/apache/spark/pull/22610
Thanks, @BryanCutler. WDYT about documenting the type map thing?
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Github user HyukjinKwon commented on a diff in the pull request:
https://github.com/apache/spark/pull/22620#discussion_r222417513
--- Diff: python/pyspark/sql/udf.py ---
@@ -298,6 +298,15 @@ def register(self, name, f, returnType=None):
>>> spark.sq
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