[MLLIB] use Iterator.fill instead of Array.fill

Iterator.fill uses less memory

Author: Xiangrui Meng <meng@databricks.com>

Closes #1930 from mengxr/rand-gen-iter and squashes the following commits:

24178ca [Xiangrui Meng] use Iterator.fill instead of Array.fill

(cherry picked from commit 7ecb867c4cd6916b6cb12f2ece1a4c88591ad5b5)
Signed-off-by: Xiangrui Meng <meng@databricks.com>
[SPARK-3004][SQL] Added null checking when retrieving row set

JIRA issue: [SPARK-3004](https://issues.apache.org/jira/browse/SPARK-3004)

HiveThriftServer2 throws exception when the result set contains `NULL`. Should check `isNullAt` in `SparkSQLOperationManager.getNextRowSet`.

Note that simply using `row.addColumnValue(null)` doesn't work, since Hive set the column type of a null `ColumnValue` to String by default.

Author: Cheng Lian <lian.cs.zju@gmail.com>

Closes #1920 from liancheng/spark-3004 and squashes the following commits:

1b1db1c [Cheng Lian] Adding NULL column values in the Hive way
2217722 [Cheng Lian] Fixed SPARK-3004: added null checking when retrieving row set

(cherry picked from commit bdc7a1a4749301f8d18617c130c7766684aa8789)
Signed-off-by: Michael Armbrust <michael@databricks.com>
[SPARK-2817] [SQL] add "show create table" support

In spark sql component, the "show create table" syntax had been disabled.
We thought it is a useful funciton to describe a hive table.

Author: tianyi <tianyi@asiainfo-linkage.com>
Author: tianyi <tianyi@asiainfo.com>
Author: tianyi <tianyi.asiainfo@gmail.com>

Closes #1760 from tianyi/spark-2817 and squashes the following commits:

7d28b15 [tianyi] [SPARK-2817] fix too short prefix problem
cbffe8b [tianyi] [SPARK-2817] fix the case problem
565ec14 [tianyi] [SPARK-2817] fix the case problem
60d48a9 [tianyi] [SPARK-2817] use system temporary folder instead of temporary files in the source tree, and also clean some empty line
dbe1031 [tianyi] [SPARK-2817] move some code out of function rewritePaths, as it may be called multiple times
9b2ba11 [tianyi] [SPARK-2817] fix the line length problem
9f97586 [tianyi] [SPARK-2817] remove test.tmp.dir from pom.xml
bfc2999 [tianyi] [SPARK-2817] add "File.separator" support, create a "testTmpDir" outside the rewritePaths
bde800a [tianyi] [SPARK-2817] add "${system:test.tmp.dir}" support add "last_modified_by" to nonDeterministicLineIndicators in HiveComparisonTest
bb82726 [tianyi] [SPARK-2817] remove test which requires a system from the whitelist.
bbf6b42 [tianyi] [SPARK-2817] add a systemProperties named "test.tmp.dir" to pass the test which contains "${system:test.tmp.dir}"
a337bd6 [tianyi] [SPARK-2817] add "show create table" support
a03db77 [tianyi] [SPARK-2817] add "show create table" support

(cherry picked from commit 13f54e2b97744beab45e1bdbcdf8d215ca481b78)
Signed-off-by: Michael Armbrust <michael@databricks.com>
[SPARK-2994][SQL] Support for udfs that take complex types

Author: Michael Armbrust <michael@databricks.com>

Closes #1915 from marmbrus/arrayUDF and squashes the following commits:

a1c503d [Michael Armbrust] Support for udfs that take complex types

(cherry picked from commit 9256d4a9c8c9ddb9ae6bbe3c3b99b03fb66b946b)
Signed-off-by: Michael Armbrust <michael@databricks.com>
[SPARK-2650][SQL] More precise initial buffer size estimation for in-memory column buffer

This is a follow up of #1880.

Since the row number within a single batch is known, we can estimate a much more precise initial buffer size when building an in-memory column buffer.

Author: Cheng Lian <lian.cs.zju@gmail.com>

Closes #1901 from liancheng/precise-init-buffer-size and squashes the following commits:

d5501fa [Cheng Lian] More precise initial buffer size estimation for in-memory column buffer

(cherry picked from commit 376a82e196e102ef49b9722e8be0b01ac5890a8b)
Signed-off-by: Michael Armbrust <michael@databricks.com>
[SPARK-2935][SQL]Fix parquet predicate push down bug

Author: Michael Armbrust <michael@databricks.com>

Closes #1863 from marmbrus/parquetPredicates and squashes the following commits:

10ad202 [Michael Armbrust] left <=> right
f249158 [Michael Armbrust] quiet parquet tests.
802da5b [Michael Armbrust] Add test case.
eab2eda [Michael Armbrust] Fix parquet predicate push down bug

(cherry picked from commit 9fde1ff5fc114b5edb755ed40944607419b62184)
Signed-off-by: Michael Armbrust <michael@databricks.com>
[SPARK-2970] [SQL] spark-sql script ends with IOException when EventLogging is enabled

Author: Kousuke Saruta <sarutak@oss.nttdata.co.jp>

Closes #1891 from sarutak/SPARK-2970 and squashes the following commits:

4a2d2fe [Kousuke Saruta] Modified comment style
8bd833c [Kousuke Saruta] Modified style
6c0997c [Kousuke Saruta] Modified the timing of shutdown hook execution. It should be executed before shutdown hook of o.a.h.f.FileSystem

(cherry picked from commit 905dc4b405e679feb145f5e6b35e952db2442e0d)
Signed-off-by: Michael Armbrust <michael@databricks.com>
[SPARK-2986] [SQL] fixed: setting properties does not effect

it seems that set command does not run by SparkSQLDriver. it runs on hive api.
user can not change reduce number by setting spark.sql.shuffle.partitions

but i think setting hive properties seems just a role to spark sql.

Author: guowei <guowei@upyoo.com>

Closes #1904 from guowei2/temp-branch and squashes the following commits:

7d47dde [guowei] fixed: setting properties like spark.sql.shuffle.partitions does not effective

(cherry picked from commit 63d6777737ca8559d4344d1661500b8ad868bb47)
Signed-off-by: Michael Armbrust <michael@databricks.com>
SPARK-3020: Print completed indices rather than tasks in web UI

Author: Patrick Wendell <pwendell@gmail.com>

Closes #1933 from pwendell/speculation and squashes the following commits:

33a3473 [Patrick Wendell] Use OpenHashSet
8ce2ff0 [Patrick Wendell] SPARK-3020: Print completed indices rather than tasks in web UI

(cherry picked from commit 0c7b452904fe6b5a966a66b956369123d8a9dd4b)
Signed-off-by: Reynold Xin <rxin@apache.org>