[SPARK-2419][Streaming][Docs] Updates to the streaming programming guide

Updated the main streaming programming guide, and also added source-specific guides for Kafka, Flume, Kinesis.

Author: Tathagata Das <tathagata.das1565@gmail.com>
Author: Jacek Laskowski <jacek@japila.pl>

Closes #2254 from tdas/streaming-doc-fix and squashes the following commits:

e45c6d7 [Jacek Laskowski] More fixes from an old PR
5125316 [Tathagata Das] Fixed links
dc02f26 [Tathagata Das] Refactored streaming kinesis guide and made many other changes.
acbc3e3 [Tathagata Das] Fixed links between streaming guides.
cb7007f [Tathagata Das] Added Streaming + Flume integration guide.
9bd9407 [Tathagata Das] Updated streaming programming guide with additional information from SPARK-2419.

(cherry picked from commit a5224079286d1777864cf9fa77330aadae10cd7b)
Signed-off-by: Tathagata Das <tathagata.das1565@gmail.com>
[SPARK-3372] [MLlib] MLlib doesn't pass maven build / checkstyle due to multi-byte character contained in Gradient.scala

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

Closes #2248 from sarutak/SPARK-3372 and squashes the following commits:

73a28b8 [Kousuke Saruta] Replaced UTF-8 hyphen with ascii hyphen

(cherry picked from commit 1bed0a3869a526241381d2a74ba064e5b3721336)
Signed-off-by: Xiangrui Meng <meng@databricks.com>
[HOTFIX] [SPARK-3400] Revert 9b225ac "fix GraphX EdgeRDD zipPartitions"

9b225ac3072de522b40b46aba6df1f1c231f13ef has been causing GraphX tests
to fail nondeterministically, which is blocking development for others.

Author: Ankur Dave <ankurdave@gmail.com>

Closes #2271 from ankurdave/SPARK-3400 and squashes the following commits:

10c2a97 [Ankur Dave] [HOTFIX] [SPARK-3400] Revert 9b225ac "fix GraphX EdgeRDD zipPartitions"

(cherry picked from commit 00362dac976cd05b06638deb11d990d612429e0b)
Signed-off-by: Ankur Dave <ankurdave@gmail.com>