[SPARK-16494][ML] Upgrade breeze version to 0.12

## What changes were proposed in this pull request?
breeze 0.12 has been released for more than half a year, and it brings lots of new features, performance improvement and bug fixes.
One of the biggest features is ```LBFGS-B``` which is an implementation of ```LBFGS``` with box constraints and much faster for some special case.
We would like to implement Huber loss function for ```LinearRegression``` ([SPARK-3181](https://issues.apache.org/jira/browse/SPARK-3181)) and it requires ```LBFGS-B``` as the optimization solver. So we should bump up the dependent breeze version to 0.12.
For more features, improvements and bug fixes of breeze 0.12, you can refer the following link:
https://groups.google.com/forum/#!topic/scala-breeze/nEeRi_DcY5c

## How was this patch tested?
No new tests, should pass the existing ones.

Author: Yanbo Liang <ybliang8@gmail.com>

Closes #14150 from yanboliang/spark-16494.

5 files changed, 15 insertions, 10 deletions

diff --git a/dev/deps/spark-deps-hadoop-2.2 b/dev/deps/spark-deps-hadoop-2.2
index feb3474cf1..5d536b7c24 100644
--- a/dev/deps/spark-deps-hadoop-2.2
+++ b/dev/deps/spark-deps-hadoop-2.2
@@ -12,8 +12,8 @@ avro-1.7.7.jar
 avro-ipc-1.7.7.jar
 avro-mapred-1.7.7-hadoop2.jar
 bonecp-0.8.0.RELEASE.jar
-breeze-macros_2.11-0.11.2.jar
-breeze_2.11-0.11.2.jar
+breeze-macros_2.11-0.12.jar
+breeze_2.11-0.12.jar
 calcite-avatica-1.2.0-incubating.jar
 calcite-core-1.2.0-incubating.jar
 calcite-linq4j-1.2.0-incubating.jar
@@ -147,6 +147,7 @@ scala-parser-combinators_2.11-1.0.4.jar
 scala-reflect-2.11.8.jar
 scala-xml_2.11-1.0.2.jar
 scalap-2.11.8.jar
+shapeless_2.11-2.0.0.jar
 slf4j-api-1.7.16.jar
 slf4j-log4j12-1.7.16.jar
 snappy-0.2.jar
diff --git a/dev/deps/spark-deps-hadoop-2.3 b/dev/deps/spark-deps-hadoop-2.3
index 3e960358f7..d16f42a97d 100644
--- a/dev/deps/spark-deps-hadoop-2.3
+++ b/dev/deps/spark-deps-hadoop-2.3
@@ -15,8 +15,8 @@ avro-mapred-1.7.7-hadoop2.jar
 base64-2.3.8.jar
 bcprov-jdk15on-1.51.jar
 bonecp-0.8.0.RELEASE.jar
-breeze-macros_2.11-0.11.2.jar
-breeze_2.11-0.11.2.jar
+breeze-macros_2.11-0.12.jar
+breeze_2.11-0.12.jar
 calcite-avatica-1.2.0-incubating.jar
 calcite-core-1.2.0-incubating.jar
 calcite-linq4j-1.2.0-incubating.jar
@@ -154,6 +154,7 @@ scala-parser-combinators_2.11-1.0.4.jar
 scala-reflect-2.11.8.jar
 scala-xml_2.11-1.0.2.jar
 scalap-2.11.8.jar
+shapeless_2.11-2.0.0.jar
 slf4j-api-1.7.16.jar
 slf4j-log4j12-1.7.16.jar
 snappy-0.2.jar
diff --git a/dev/deps/spark-deps-hadoop-2.4 b/dev/deps/spark-deps-hadoop-2.4
index 3fc14a6fbf..2e261cb9a5 100644
--- a/dev/deps/spark-deps-hadoop-2.4
+++ b/dev/deps/spark-deps-hadoop-2.4
@@ -15,8 +15,8 @@ avro-mapred-1.7.7-hadoop2.jar
 base64-2.3.8.jar
 bcprov-jdk15on-1.51.jar
 bonecp-0.8.0.RELEASE.jar
-breeze-macros_2.11-0.11.2.jar
-breeze_2.11-0.11.2.jar
+breeze-macros_2.11-0.12.jar
+breeze_2.11-0.12.jar
 calcite-avatica-1.2.0-incubating.jar
 calcite-core-1.2.0-incubating.jar
 calcite-linq4j-1.2.0-incubating.jar
@@ -154,6 +154,7 @@ scala-parser-combinators_2.11-1.0.4.jar
 scala-reflect-2.11.8.jar
 scala-xml_2.11-1.0.2.jar
 scalap-2.11.8.jar
+shapeless_2.11-2.0.0.jar
 slf4j-api-1.7.16.jar
 slf4j-log4j12-1.7.16.jar
 snappy-0.2.jar
diff --git a/dev/deps/spark-deps-hadoop-2.6 b/dev/deps/spark-deps-hadoop-2.6
index 909fbb8852..67f38f4c22 100644
--- a/dev/deps/spark-deps-hadoop-2.6
+++ b/dev/deps/spark-deps-hadoop-2.6
@@ -19,8 +19,8 @@ avro-mapred-1.7.7-hadoop2.jar
 base64-2.3.8.jar
 bcprov-jdk15on-1.51.jar
 bonecp-0.8.0.RELEASE.jar
-breeze-macros_2.11-0.11.2.jar
-breeze_2.11-0.11.2.jar
+breeze-macros_2.11-0.12.jar
+breeze_2.11-0.12.jar
 calcite-avatica-1.2.0-incubating.jar
 calcite-core-1.2.0-incubating.jar
 calcite-linq4j-1.2.0-incubating.jar
@@ -162,6 +162,7 @@ scala-parser-combinators_2.11-1.0.4.jar
 scala-reflect-2.11.8.jar
 scala-xml_2.11-1.0.2.jar
 scalap-2.11.8.jar
+shapeless_2.11-2.0.0.jar
 slf4j-api-1.7.16.jar
 slf4j-log4j12-1.7.16.jar
 snappy-0.2.jar
diff --git a/dev/deps/spark-deps-hadoop-2.7 b/dev/deps/spark-deps-hadoop-2.7
index b986a313a0..07583963d9 100644
--- a/dev/deps/spark-deps-hadoop-2.7
+++ b/dev/deps/spark-deps-hadoop-2.7
@@ -19,8 +19,8 @@ avro-mapred-1.7.7-hadoop2.jar
 base64-2.3.8.jar
 bcprov-jdk15on-1.51.jar
 bonecp-0.8.0.RELEASE.jar
-breeze-macros_2.11-0.11.2.jar
-breeze_2.11-0.11.2.jar
+breeze-macros_2.11-0.12.jar
+breeze_2.11-0.12.jar
 calcite-avatica-1.2.0-incubating.jar
 calcite-core-1.2.0-incubating.jar
 calcite-linq4j-1.2.0-incubating.jar
@@ -163,6 +163,7 @@ scala-parser-combinators_2.11-1.0.4.jar
 scala-reflect-2.11.8.jar
 scala-xml_2.11-1.0.2.jar
 scalap-2.11.8.jar
+shapeless_2.11-2.0.0.jar
 slf4j-api-1.7.16.jar
 slf4j-log4j12-1.7.16.jar
 snappy-0.2.jar