[SPARK-3749] [PySpark] fix bugs in broadcast large closure of RDD

1. broadcast is triggle unexpected
2. fd is leaked in JVM (also leak in parallelize())
3. broadcast is not unpersisted in JVM after RDD is not be used any more.

cc JoshRosen , sorry for these stupid bugs.

Author: Davies Liu <davies.liu@gmail.com>

Closes #2603 from davies/fix_broadcast and squashes the following commits:

080a743 [Davies Liu] fix bugs in broadcast large closure of RDD
SPARK-2626 [DOCS] Stop SparkContext in all examples

Call SparkContext.stop() in all examples (and touch up minor nearby code style issues while at it)

Author: Sean Owen <sowen@cloudera.com>

Closes #2575 from srowen/SPARK-2626 and squashes the following commits:

5b2baae [Sean Owen] Call SparkContext.stop() in all examples (and touch up minor nearby code style issues while at it)
[SPARK-3755][Core] Do not bind port 1 - 1024 to server in spark

Non-root user use port 1- 1024 to start jetty server will get the exception " java.net.SocketException: Permission denied", so not use these ports

Author: scwf <wangfei1@huawei.com>

Closes #2610 from scwf/1-1024 and squashes the following commits:

cb8cc76 [scwf] do not use port 1 - 1024
[SPARK-3756] [Core]check exception is caused by an address-port collision properly

Jetty server use MultiException to handle exceptions when start server
refer https://github.com/eclipse/jetty.project/blob/jetty-8.1.14.v20131031/jetty-server/src/main/java/org/eclipse/jetty/server/Server.java

So in ```isBindCollision``` add the logical to cover MultiException

Author: scwf <wangfei1@huawei.com>

Closes #2611 from scwf/fix-isBindCollision and squashes the following commits:

984cb12 [scwf] optimize the fix
3a6c849 [scwf] fix bug in isBindCollision
[SQL] Kill dangerous trailing space in query string

MD5 of query strings in `createQueryTest` calls are used to generate golden files, leaving trailing spaces there can be really dangerous. Got bitten by this while working on #2616: my "smart" IDE automatically removed a trailing space and makes Jenkins fail.

(Really should add "no trailing space" to our coding style guidelines!)

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

Closes #2619 from liancheng/kill-trailing-space and squashes the following commits:

034f119 [Cheng Lian] Kill dangerous trailing space in query string
Typo error in KafkaWordCount example

topicpMap to topicMap

Author: Gaspar Munoz <munozs.88@gmail.com>

Closes #2614 from gasparms/patch-1 and squashes the following commits:

00aab2c [Gaspar Munoz] Typo error in KafkaWordCount example
Python SQL Example Code

SQL example code for Python, as shown on [SQL Programming Guide](https://spark.apache.org/docs/1.0.2/sql-programming-guide.html)

Author: jyotiska <jyotiska123@gmail.com>

Closes #2521 from jyotiska/sql_example and squashes the following commits:

1471dcb [jyotiska] added imports for sql
b25e436 [jyotiska] pep 8 compliance
43fd10a [jyotiska] lines broken to maintain 80 char limit
b4fdf4e [jyotiska] removed blank lines
83d5ab7 [jyotiska] added inferschema and applyschema to the demo
306667e [jyotiska] replaced blank line with end line
c90502a [jyotiska] fixed new line
4939a70 [jyotiska] added new line at end for python style
0b46148 [jyotiska] fixed appname for python sql example
8f67b5b [jyotiska] added python sql example
[SPARK-3746][SQL] Lock hive client when creating tables

Author: Michael Armbrust <michael@databricks.com>

Closes #2598 from marmbrus/hiveClientLock and squashes the following commits:

ca89fe8 [Michael Armbrust] Lock hive client when creating tables
[SPARK-3658][SQL] Start thrift server as a daemon

https://issues.apache.org/jira/browse/SPARK-3658

And keep the `CLASS_NOT_FOUND_EXIT_STATUS` and exit message in `SparkSubmit.scala`.

Author: WangTaoTheTonic <barneystinson@aliyun.com>
Author: WangTao <barneystinson@aliyun.com>

Closes #2509 from WangTaoTheTonic/thriftserver and squashes the following commits:

5dcaab2 [WangTaoTheTonic] issue about coupling
8ad9f95 [WangTaoTheTonic] generalization
598e21e [WangTao] take thrift server as a daemon
[SPARK-3708][SQL] Backticks aren't handled correctly is aliases

The below query gives error
sql("SELECT k FROM (SELECT \`key\` AS \`k\` FROM src) a")
It gives error because the aliases are not cleaned so it could not be resolved in further processing.

Author: ravipesala <ravindra.pesala@huawei.com>

Closes #2594 from ravipesala/SPARK-3708 and squashes the following commits:

d55db54 [ravipesala] Fixed SPARK-3708 (Backticks aren't handled correctly is aliases)
[SPARK-3705][SQL] Add case for VoidObjectInspector to cover NullType

add case for VoidObjectInspector in ```inspectorToDataType```

Author: scwf <wangfei1@huawei.com>

Closes #2552 from scwf/inspectorToDataType and squashes the following commits:

453d892 [scwf] add case for VoidObjectInspector
[SPARK-3593][SQL] Add support for sorting BinaryType

BinaryType is derived from NativeType and added Ordering support.

Author: Venkata Ramana G <ramana.gollamudihuawei.com>

Author: Venkata Ramana Gollamudi <ramana.gollamudi@huawei.com>

Closes #2617 from gvramana/binarytype_sort and squashes the following commits:

1cf26f3 [Venkata Ramana Gollamudi] Supported Sorting of BinaryType
[SQL] Made Command.sideEffectResult protected

Considering `Command.executeCollect()` simply delegates to `Command.sideEffectResult`, we no longer need to leave the latter `protected[sql]`.

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

Closes #2431 from liancheng/narrow-scope and squashes the following commits:

1bfc16a [Cheng Lian] Made Command.sideEffectResult protected
Revert "[SPARK-3755][Core] Do not bind port 1 - 1024 to server in spark"

This reverts commit 6390aae4eacbabfb1c53fb828b824f6a6518beff.
[SPARK-3729][SQL] Do all hive session state initialization in lazy val

This change avoids a NPE during context initialization when settings are present.

Author: Michael Armbrust <michael@databricks.com>

Closes #2583 from marmbrus/configNPE and squashes the following commits:

da2ec57 [Michael Armbrust] Do all hive session state initilialization in lazy val
[SPARK-3704][SQL] Fix ColumnValue type for Short values in thrift server

case ```ShortType```, we should add short value to hive row. Int value may lead to some problems.

Author: scwf <wangfei1@huawei.com>

Closes #2551 from scwf/fix-addColumnValue and squashes the following commits:

08bcc59 [scwf] ColumnValue.shortValue for short type
SPARK-3638 | Forced a compatible version of http client in kinesis-asl profile

This patch forces use of commons http client 4.2 in Kinesis-asl profile so that the AWS SDK does not run into dependency conflicts

Author: aniketbhatnagar <aniket.bhatnagar@gmail.com>

Closes #2535 from aniketbhatnagar/Kinesis-HttpClient-Dep-Fix and squashes the following commits:

aa2079f [aniketbhatnagar] Merge branch 'Kinesis-HttpClient-Dep-Fix' of https://github.com/aniketbhatnagar/spark into Kinesis-HttpClient-Dep-Fix
73f55f6 [aniketbhatnagar] SPARK-3638 | Forced a compatible version of http client in kinesis-asl profile
70cc75b [aniketbhatnagar] deleted merge files
725dbc9 [aniketbhatnagar] Merge remote-tracking branch 'origin/Kinesis-HttpClient-Dep-Fix' into Kinesis-HttpClient-Dep-Fix
4ed61d8 [aniketbhatnagar] SPARK-3638 | Forced a compatible version of http client in kinesis-asl profile
9cd6103 [aniketbhatnagar] SPARK-3638 | Forced a compatible version of http client in kinesis-asl profile
[SPARK-3446] Expose underlying job ids in FutureAction.

FutureAction is the only type exposed through the async APIs, so
for job IDs to be useful they need to be exposed there. The complication
is that some async jobs run more than one job (e.g. takeAsync),
so the exposed ID has to actually be a list of IDs that can actually
change over time. So the interface doesn't look very nice, but...

Change is actually small, I just added a basic test to make sure
it works.

Author: Marcelo Vanzin <vanzin@cloudera.com>

Closes #2337 from vanzin/SPARK-3446 and squashes the following commits:

e166a68 [Marcelo Vanzin] Fix comment.
1fed2bc [Marcelo Vanzin] [SPARK-3446] Expose underlying job ids in FutureAction.
MAINTENANCE: Automated closing of pull requests.

This commit exists to close the following pull requests on Github:

Closes #1375 (close requested by 'pwendell')
Closes #476 (close requested by 'mengxr')
Closes #2502 (close requested by 'pwendell')
Closes #2391 (close requested by 'andrewor14')
[SPARK-3371][SQL] Renaming a function expression with group by gives error

The following code gives error.
```
sqlContext.registerFunction("len", (s: String) => s.length)
sqlContext.sql("select len(foo) as a, count(1) from t1 group by len(foo)").collect()
```
Because SQl parser creates the aliases to the functions in grouping expressions with generated alias names. So if user gives the alias names to the functions inside projection then it does not match the generated alias name of grouping expression.
This kind of queries are working in Hive.
So the fix I have given that if user provides alias to the function in projection then don't generate alias in grouping expression,use the same alias.

Author: ravipesala <ravindra.pesala@huawei.com>

Closes #2511 from ravipesala/SPARK-3371 and squashes the following commits:

9fb973f [ravipesala] Removed aliases to grouping expressions.
f8ace79 [ravipesala] Fixed the testcase issue
bad2fd0 [ravipesala] SPARK-3371 : Fixed Renaming a function expression with group by gives error