Github user HyukjinKwon commented on a diff in the pull request:
https://github.com/apache/spark/pull/22919#discussion_r230701471
--- Diff: bin/spark-shell ---
@@ -32,7 +32,10 @@ if [ -z "${SPARK_HOME}" ]; then
source "$(dirname "$0")
Github user HyukjinKwon commented on the issue:
https://github.com/apache/spark/pull/22913
We map `POSIXct` to `TimestampType` in R. I think it makes more sense to
not support this. Historically Parquet also choses to better not support. For
instance, `UINT_
Github user HyukjinKwon commented on a diff in the pull request:
https://github.com/apache/spark/pull/22913#discussion_r230698731
--- Diff:
sql/core/src/main/scala/org/apache/spark/sql/execution/arrow/ArrowUtils.scala
---
@@ -71,6 +71,7 @@ object ArrowUtils {
case d
Github user HyukjinKwon commented on a diff in the pull request:
https://github.com/apache/spark/pull/22919#discussion_r230689462
--- Diff: bin/spark-shell ---
@@ -32,7 +32,10 @@ if [ -z "${SPARK_HOME}" ]; then
source "$(dirname "$0")
Github user HyukjinKwon commented on the issue:
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Let me clean up and deal with other comments.
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--- Diff: R/pkg/R/functions.R ---
@@ -2230,6 +2237,32 @@ setMethod("from_json", signature(x = "Column",
schema = &q
Github user HyukjinKwon commented on a diff in the pull request:
https://github.com/apache/spark/pull/22939#discussion_r230686967
--- Diff: R/pkg/R/functions.R ---
@@ -205,11 +205,18 @@ NULL
#' also supported for the schema.
#' \item \code{from_csv
Github user HyukjinKwon commented on a diff in the pull request:
https://github.com/apache/spark/pull/22919#discussion_r230675018
--- Diff: bin/spark-shell ---
@@ -32,7 +32,10 @@ if [ -z "${SPARK_HOME}" ]; then
source "$(dirname "$0")
Github user HyukjinKwon commented on the issue:
https://github.com/apache/spark/pull/22939
Will make another PR after this gets merged to allow the cases below:
```r
df <- sql("SELECT named_struct('name', 'Bob') as people")
df <- mutate(df, peopl
Github user HyukjinKwon commented on a diff in the pull request:
https://github.com/apache/spark/pull/22905#discussion_r230616072
--- Diff:
sql/core/src/main/scala/org/apache/spark/sql/execution/DataSourceScanExec.scala
---
@@ -306,7 +306,15 @@ case class FileSourceScanExec
Github user HyukjinKwon commented on the issue:
https://github.com/apache/spark/pull/18581
What you see is what you get. It's not yet finished. See also
https://github.com/apache/spark/pull/20877#issuecomment-429182740
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Makes sense. Let me separate it tomorrow.
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--- Diff: R/pkg/R/functions.R ---
@@ -202,14 +202,18 @@ NULL
#' \itemize{
#' \item \code{from_json}: a structType object
Github user HyukjinKwon commented on a diff in the pull request:
https://github.com/apache/spark/pull/22938#discussion_r230581932
--- Diff:
sql/catalyst/src/main/scala/org/apache/spark/sql/catalyst/expressions/jsonExpressions.scala
---
@@ -552,13 +552,19 @@ case class
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@felixcheung, I don't feel super strongly about it but it bugged me. WDYT?
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[MINOR][R] Rename SQLUtils name to RSQLUtils in R
## What changes were proposed in this pull request?
This PR proposes to rename `SQLUtils` name to `RSQLUtils` in R. This bugged
me
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cc @felixcheung and @MaxGekk
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[SPARK-25446][R] Add schema_of_json() and schema_of_csv() to R
## What changes were proposed in this pull request?
This PR proposes to expose `schema_of_json` and `schema_of_csv` at R
Github user HyukjinKwon commented on the issue:
https://github.com/apache/spark/pull/22934
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Merged to master.
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--- Diff:
sql/catalyst/src/main/scala/org/apache/spark/sql/catalyst/expressions/csvExpressions.scala
---
@@ -174,3 +176,68 @@ case class SchemaOfCsv
Github user HyukjinKwon commented on the issue:
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Let me get this in to master and branch-2.4 in few days if there are no
more comments.
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--- Diff: bin/spark-shell2.cmd ---
@@ -20,7 +20,13 @@ rem
rem Figure out where the Spark framework is installed
call "%~dp0find-spark-hom
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Should be ready for a review.
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--- Diff: bin/spark-shell2.cmd ---
@@ -20,7 +20,13 @@ rem
rem Figure out where the Spark framework is installed
call "%~dp0find-spark-hom
GitHub user HyukjinKwon reopened a pull request:
https://github.com/apache/spark/pull/22919
[SPARK-25906][SHELL] Documents '-I' option (from Scala REPL) in spark-shell
## What changes were proposed in this pull request?
Looks we mistakenly changed `-i` option behaviour
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Looks okay to me too but I'd also leave this open for few more days.
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--- Diff:
sql/core/src/main/scala/org/apache/spark/sql/execution/datasources/v2/DataSourceV2Relation.scala
---
@@ -56,7 +56,7 @@ case class
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--- Diff:
sql/core/src/main/scala/org/apache/spark/sql/execution/arrow/ArrowUtils.scala
---
@@ -71,6 +71,7 @@ object ArrowUtils {
case d
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Can we add a test in `ArrowUtilsSuite.scala`?
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--- Diff: sql/core/src/test/resources/sql-tests/inputs/csv-functions.sql ---
@@ -15,3 +15,10 @@ CREATE TEMPORARY VIEW csvTable(csvField, a) AS SELECT
Github user HyukjinKwon commented on a diff in the pull request:
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--- Diff: sql/core/src/test/resources/sql-tests/inputs/csv-functions.sql ---
@@ -15,3 +15,10 @@ CREATE TEMPORARY VIEW csvTable(csvField, a) AS SELECT
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--- Diff:
sql/catalyst/src/main/scala/org/apache/spark/sql/catalyst/expressions/csvExpressions.scala
---
@@ -174,3 +176,66 @@ case class SchemaOfCsv
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--- Diff:
sql/catalyst/src/main/scala/org/apache/spark/sql/catalyst/expressions/csvExpressions.scala
---
@@ -174,3 +176,66 @@ case class SchemaOfCsv
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cc @BryanCutler
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--- Diff:
sql/core/src/test/scala/org/apache/spark/sql/CsvFunctionsSuite.scala ---
@@ -45,7 +45,6 @@ class CsvFunctionsSuite extends QueryTest
Github user HyukjinKwon commented on a diff in the pull request:
https://github.com/apache/spark/pull/22626#discussion_r230544492
--- Diff:
sql/catalyst/src/main/scala/org/apache/spark/sql/catalyst/csv/UnivocityGenerator.scala
---
@@ -15,18 +15,17 @@
* limitations under
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Let me go ahead with documenting one then tomorrow.
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https://github.com/apache/spark/pull/22905#discussion_r230250684
--- Diff:
sql/core/src/main/scala/org/apache/spark/sql/execution/datasources/ColumnarFileFormat.scala
---
@@ -0,0 +1,32 @@
+/*
+ * Licensed
Github user HyukjinKwon commented on a diff in the pull request:
https://github.com/apache/spark/pull/22905#discussion_r230249905
--- Diff:
sql/core/src/main/scala/org/apache/spark/sql/execution/DataSourceScanExec.scala
---
@@ -306,7 +306,15 @@ case class FileSourceScanExec
Github user HyukjinKwon commented on the issue:
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True. but it's a bit difficult to say it's a downside because `-i` has a
quite major issue as described above - user's code suddenly does not work with
implicit method (like symbol `'id
Github user HyukjinKwon commented on the issue:
https://github.com/apache/spark/pull/22919
Thabks, @dbtsai. Also adding @vanzin and @srowen wdyt about -i options at
2.4.x and 3.0.0?
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Github user HyukjinKwon commented on the issue:
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Also, the difference introduced between `-i` and `-I` sounds rather a bug
fix ([SI-7898](https://issues.scala-lang.org/browse/SI-7898)), which already
exists in previous shell. I ended up
Github user HyukjinKwon commented on the issue:
https://github.com/apache/spark/pull/22919
Note that `python` shell also takes file but `pyspark` shell doesn't:
```
$ cat tmp.py
print "a"
```
```
$ python2 tmp.py
a
```
```
Github user HyukjinKwon commented on the issue:
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I was actually thinking that hard about that. My conclusion was that
basically we should but `spark-shell` is a Spark entry point where we make a
release - so I thought it's better to keep
Github user HyukjinKwon commented on the issue:
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Yup. That's what I thought. and treat them as same
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That's exactly what I initially thought. At least we could in 3.0.0 but I
think we should keep it at 2.4.x
Github user HyukjinKwon commented on a diff in the pull request:
https://github.com/apache/spark/pull/22626#discussion_r229981376
--- Diff: sql/core/src/main/scala/org/apache/spark/sql/functions.scala ---
@@ -3905,6 +3905,47 @@ object functions {
withExpr(SchemaOfCsv
Github user HyukjinKwon commented on a diff in the pull request:
https://github.com/apache/spark/pull/22626#discussion_r229981416
--- Diff:
sql/core/src/test/scala/org/apache/spark/sql/CsvFunctionsSuite.scala ---
@@ -45,7 +45,6 @@ class CsvFunctionsSuite extends QueryTest
Github user HyukjinKwon commented on a diff in the pull request:
https://github.com/apache/spark/pull/22626#discussion_r229981271
--- Diff:
sql/catalyst/src/main/scala/org/apache/spark/sql/catalyst/expressions/csvExpressions.scala
---
@@ -174,3 +176,66 @@ case class SchemaOfCsv
Github user HyukjinKwon commented on the issue:
https://github.com/apache/spark/pull/22626
@MaxGekk, BTW, I added `schema_of_csv` at R side. You can add
`schema_of_json` at R side in a similar way
Github user HyukjinKwon commented on the issue:
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cc @felixcheung as well. This is similar code path with
https://github.com/apache/zeppelin/pull/3206
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Note that some commands like `:replay` wouldn't work as well if `-i` option
is given in the shell since `:paste` itself looks not working. This PR also
fixes
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cc @dbtsai, @dongjoon-hyun, @gatorsmile and @cloud-fan
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[SPARK-25906][SHELL] Revive -i option in spark-shell
## What changes were proposed in this pull request?
Looks we mistakenly removed `-i` option at `spark-shell`. This PR targets
Github user HyukjinKwon commented on the issue:
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cc @jiangxb1987 and @mengxr
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--- Diff:
sql/core/src/main/scala/org/apache/spark/sql/execution/datasources/ColumnarFileFormat.scala
---
@@ -0,0 +1,32 @@
+/*
+ * Licensed
Github user HyukjinKwon commented on a diff in the pull request:
https://github.com/apache/spark/pull/22905#discussion_r229933544
--- Diff:
sql/core/src/main/scala/org/apache/spark/sql/execution/DataSourceScanExec.scala
---
@@ -306,7 +306,15 @@ case class FileSourceScanExec
Github user HyukjinKwon commented on a diff in the pull request:
https://github.com/apache/spark/pull/22905#discussion_r229932338
--- Diff:
sql/core/src/main/scala/org/apache/spark/sql/execution/datasources/ColumnarFileFormat.scala
---
@@ -0,0 +1,32 @@
+/*
+ * Licensed
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--- Diff:
sql/core/src/main/scala/org/apache/spark/sql/execution/datasources/ColumnarFileFormat.scala
---
@@ -0,0 +1,32 @@
+/*
+ * Licensed
Github user HyukjinKwon commented on the issue:
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Argh, sorry, it was my mistake.
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Ah no I am sorry @MaxGekk. I made the primary author as me mistakenly.
I showed my email first.
```
=== Pull Request #22666 ===
title [SPARK-25672][SQL] schema_of_csv
Github user HyukjinKwon commented on the issue:
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Late LGTM!
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Thanks for confirmation.
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Github user HyukjinKwon commented on the issue:
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I also tested this patch against Spark RC5.
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Github user HyukjinKwon commented on the issue:
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BTW, I tested this via my Travis CI -
https://travis-ci.org/HyukjinKwon/zeppelin/builds/448215776. Tests seems got
passed.
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GitHub user HyukjinKwon reopened a pull request:
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[WIP][ZEPPELIN-3810] Support Spark 2.4
### What is this PR for?
Spark 2.4 changed it's Scala version from 2.11.8 to 2.11.12 (see
SPARK-24418).
There are two problems
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--- Diff: python/pyspark/sql/dataframe.py ---
@@ -2064,6 +2064,7 @@ def toDF(self, *cols):
@since(1.3)
def toPandas(self
Github user HyukjinKwon commented on a diff in the pull request:
https://github.com/apache/spark/pull/22895#discussion_r229563551
--- Diff:
external/avro/src/main/scala/org/apache/spark/sql/avro/AvroDataToCatalyst.scala
---
@@ -100,9 +100,14 @@ case class AvroDataToCatalyst
Github user HyukjinKwon commented on the issue:
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I don't think we should map decimals to float. It will loses precisions and
it's a breaking change.
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--- Diff:
external/avro/src/main/scala/org/apache/spark/sql/avro/AvroDataToCatalyst.scala
---
@@ -100,9 +100,14 @@ case class AvroDataToCatalyst
Github user HyukjinKwon commented on the issue:
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@shaneknapp, I already merged this into master branch
(https://github.com/apache/spark/commit/243ce319a06f20365d5b08d479642d75748645d9)
:-). AppVeyor tests were passed
(https://ci.appveyor.com
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@shaneknapp, I just got this in since that's orthogonal to this PR :-) .
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--- Diff:
external/avro/src/main/scala/org/apache/spark/sql/avro/AvroDataToCatalyst.scala
---
@@ -100,9 +100,14 @@ case class AvroDataToCatalyst
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--- Diff:
external/avro/src/main/scala/org/apache/spark/sql/avro/AvroDataToCatalyst.scala
---
@@ -100,9 +100,14 @@ case class AvroDataToCatalyst
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LGTM
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Lgtm
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Github user HyukjinKwon commented on the issue:
https://github.com/apache/spark/pull/16429
Install Spark I mentioned above.
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Github user HyukjinKwon commented on the issue:
https://github.com/apache/spark/pull/22893
How much performance does it gain in end-to-end test, and how does it
provide better performance?
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Github user HyukjinKwon commented on the issue:
https://github.com/apache/spark/pull/22893
Also please fill the PR description. How much performance does it gain?
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