pio batchpredict error

.travis.yml

@@ -108,6 +108,30 @@ env:
       PIO_SPARK_VERSION=2.1.1
       PIO_ELASTICSEARCH_VERSION=5.5.2
 
+    - BUILD_TYPE=Unit
+      METADATA_REP=PGSQL EVENTDATA_REP=PGSQL MODELDATA_REP=PGSQL
+      PIO_SCALA_VERSION=2.11.8
+      PIO_SPARK_VERSION=2.2.0
+    - BUILD_TYPE=Integration
+      METADATA_REP=PGSQL EVENTDATA_REP=PGSQL MODELDATA_REP=PGSQL
+      PIO_SCALA_VERSION=2.11.8
+      PIO_SPARK_VERSION=2.2.0
+    - BUILD_TYPE=Integration
+      METADATA_REP=ELASTICSEARCH EVENTDATA_REP=HBASE MODELDATA_REP=LOCALFS
+      PIO_SCALA_VERSION=2.11.8
+      PIO_SPARK_VERSION=2.2.0
+      PIO_ELASTICSEARCH_VERSION=1.7.3
+    - BUILD_TYPE=Integration
+      METADATA_REP=ELASTICSEARCH EVENTDATA_REP=PGSQL MODELDATA_REP=HDFS
+      PIO_SCALA_VERSION=2.11.8
+      PIO_SPARK_VERSION=2.2.0
+      PIO_ELASTICSEARCH_VERSION=5.5.2
+    - BUILD_TYPE=Integration
+      METADATA_REP=ELASTICSEARCH EVENTDATA_REP=ELASTICSEARCH MODELDATA_REP=S3
+      PIO_SCALA_VERSION=2.11.8
+      PIO_SPARK_VERSION=2.2.0
+      PIO_ELASTICSEARCH_VERSION=5.5.2
+
     - BUILD_TYPE=LicenseCheck
 
 before_install:

CONTRIBUTING.md

@@ -15,14 +15,14 @@ See the License for the specific language governing permissions and
 limitations under the License.
 -->
 
-Thank you for your interest in contributing to Apache PredictionIO (incubating).
+Thank you for your interest in contributing to Apache PredictionIO.
 Our mission is to enable developers to build scalable machine learning applications easily.
 Here is how you can help with the project development. If you have any
 question regarding development at anytime, please free to subscribe and post to
-the Development Mailing List <mailto:dev-subscribe@predictionio.incubator.apache.org>.
+the Development Mailing List <mailto:dev-subscribe@predictionio.apache.org>.
 
 For code contribution, please follow guidelines at
-http://predictionio.incubator.apache.org/community/contribute-code/.
+http://predictionio.apache.org/community/contribute-code/.
 
 For documentation contribution, please follow guidelines at
-http://predictionio.incubator.apache.org/community/contribute-documentation/.
+http://predictionio.apache.org/community/contribute-documentation/.

Dockerfile

@@ -18,7 +18,7 @@
 # WARNING: THIS DOCKERFILE IS NOT INTENDED FOR PRODUCTION USE OR DEPLOYMENT. AT
 #          THIS POINT, THIS IS ONLY INTENDED FOR USE IN AUTOMATED TESTS. IF YOU
 #          ARE LOOKING TO DEPLOY PREDICTIONIO WITH DOCKER, PLEASE REFER TO
-#          http://predictionio.incubator.apache.org/community/projects/#docker-installation-for-predictionio
+#          http://predictionio.apache.org/community/projects/#docker-installation-for-predictionio
 
 FROM predictionio/pio-testing-base
 

LICENSE.txt

@@ -205,7 +205,7 @@
 ================================================================================
 PredictionIO Subcomponents:
 
-The Apache PredictionIO (incubating) project contains subcomponents with
+The Apache PredictionIO project contains subcomponents with
 separate copyright notices and license terms. Your use of the source code for
 these subcomponents is subject to the terms and conditions of the following
 licenses.
@@ -1359,9 +1359,9 @@ Binary distribution bundles
 --------------------------------------------------------------------------------
 Binary distribution bundles
 
+  org.slf4j # slf4j-api # 1.7.25 (https://www.slf4j.org/)
   org.slf4j # slf4j-api # 1.7.18 (https://www.slf4j.org/)
   org.slf4j # slf4j-api # 1.7.16 (https://www.slf4j.org/)
-  org.slf4j # slf4j-api # 1.7.14 (https://www.slf4j.org/)
   org.slf4j # slf4j-api # 1.7.10 (https://www.slf4j.org/)
   org.slf4j # slf4j-api # 1.7.2 (https://www.slf4j.org/)
   org.slf4j # slf4j-log4j12 # 1.7.18 (https://www.slf4j.org/)
@@ -1709,6 +1709,7 @@ Binary distribution bundles
   org.scala-lang # scalap # 2.11.8 (http://scala-lang.org/)
   org.scala-lang.modules # scala-java8-compat_2.11 # 0.7.0 (http://scala-lang.org/)
   org.scala-lang.modules # scala-parser-combinators_2.11 # 1.0.4 (http://scala-lang.org/)
+  org.scala-lang.modules # scala-parser-combinators_2.11 # 1.0.6 (http://scala-lang.org/)
   org.scala-lang.modules # scala-xml_2.11 # 1.0.3 (http://scala-lang.org/)
   org.scala-lang.modules # scala-xml_2.11 # 1.0.4 (http://scala-lang.org/)
 

NOTICE.txt

@@ -1,4 +1,4 @@
-Apache PredictionIO (incubating)
+Apache PredictionIO
 Copyright 2016 The Apache Software Foundation
 
 This product includes software developed at

PMC.md

@@ -17,41 +17,45 @@ limitations under the License.
 
 # Project Management Committee Documentation
 
+This outlines the steps for a PMC member to create a new release. More details
+and policy guidelines can be found here: http://www.apache.org/dev/release-distribution
+
 ## Release Procedure
 
 1. Generate code signing key if you do not already have one for Apache. Refer to
 http://apache.org/dev/openpgp.html#generate-key on how to generate a strong code
 signing key.
 2. Add your public key to the `KEYS` file at the root of the source code tree.
 3. Create a new release branch, with version bumped to the next release version.
-  1. `git checkout -b release/0.11.0`
-  2. Replace all `0.11.0-SNAPSHOT` in the code tree to `0.11.0-incubating`.
-  3. `git commit -am "Prepare 0.11.0-incubating-rc1"`
-  4. `git tag -am "Apache PredictionIO (incubating) 0.11.0-rc1" v0.11.0-incubating-rc1`
+    * `git checkout -b release/0.13.0`
+    * Replace all `0.13.0-SNAPSHOT` in the code tree to `0.13.0`.
+    * `git commit -am "Prepare 0.13.0-rc1"`
+    * `git tag -am "Apache PredictionIO 0.13.0-rc1" v0.13.0-rc1`
 4. If you have not done so, use SVN to checkout
-https://dist.apache.org/repos/dist/dev/incubator/predictionio. This is the area
+https://dist.apache.org/repos/dist/dev/predictionio. This is the area
 for staging release candidates for voting.
-  1. `svn co https://dist.apache.org/repos/dist/dev/incubator/predictionio`
+    * `svn co https://dist.apache.org/repos/dist/dev/predictionio`
 5.  Package a clean tarball for staging a release candidate.
-  1. `git archive --format tar v0.11.0-incubating-rc1 >
-  ../apache-predictionio-0.11.0-incubating-rc1.tar`
-  2. `cd ..; gzip apache-predictionio-0.11.0-incubating-rc1.tar`
+    * `git archive --format tar v0.13.0-rc1 >
+  ../apache-predictionio-0.13.0-rc1.tar`
+    * `cd ..; gzip apache-predictionio-0.13.0-rc1.tar`
 6. Generate detached signature for the release candidate.
 (http://apache.org/dev/release-signing.html#openpgp-ascii-detach-sig)
-  1. `gpg --armor --output apache-predictionio-0.11.0-incubating-rc1.tar.gz.asc
-  --detach-sig apache-predictionio-0.11.0-incubating-rc1.tar.gz`
+    * `gpg --armor --output apache-predictionio-0.13.0-rc1.tar.gz.asc
+  --detach-sig apache-predictionio-0.13.0-rc1.tar.gz`
 7. Generate MD5 and SHA512 checksums for the release candidate.
-  1. `gpg --print-md MD5 apache-predictionio-0.11.0-incubating-rc1.tar.gz >
-  apache-predictionio-0.11.0-incubating-rc1.tar.gz.md5`
-  2. `gpg --print-md SHA512 apache-predictionio-0.11.0-incubating-rc1.tar.gz >
-  apache-predictionio-0.11.0-incubating-rc1.tar.gz.sha512`
-8. Create a subdirectory at the SVN staging area. The area should have a `KEYS` file.
-  1. `mkdir apache-predictionio-0.11.0-incubating-rc1`
-  2. `cp apache-predictionio-0.11.0-incubating-rc1.*
-  apache-predictionio-0.11.0-incubating-rc1`
-9. If you have updated the `KEYS` file, also copy that to the staging area.
-10. `svn commit`
-11. Set up credentials with Apache Nexus using the SBT Sonatype plugin. Put this
+    * `gpg --print-md MD5 apache-predictionio-0.13.0-rc1.tar.gz >
+  apache-predictionio-0.13.0-rc1.tar.gz.md5`
+    * `gpg --print-md SHA512 apache-predictionio-0.13.0-rc1.tar.gz >
+  apache-predictionio-0.13.0-rc1.tar.gz.sha512`
+8. Run `./make-distribution.sh` and repeat steps 5 to 7 to create binary distribution release.
+9. Create a subdirectory at the SVN staging area. The area should have a `KEYS` file.
+    * `mkdir apache-predictionio-0.13.0-rc1`
+    * `cp apache-predictionio-0.13.0-rc1.*
+  apache-predictionio-0.13.0-rc1`
+10. If you have updated the `KEYS` file, also copy that to the staging area.
+11. `svn commit`
+12. Set up credentials with Apache Nexus using the SBT Sonatype plugin. Put this
 in `~/.sbt/0.13/sonatype.sbt`. You can generate username and password tokens
 from ASF's Nexus instance.
 
@@ -66,33 +70,69 @@ from ASF's Nexus instance.
 
   credentials += Credentials("Sonatype Nexus Repository Manager", "repository.apache.org", "username_token", "password_token")
   ```
-
-12. `sbt/sbt +publishSigned +storage/publishSigned
+13. `sbt/sbt +publishSigned +storage/publishSigned
 +dataElasticsearch/publishSigned` then close the staged repository on Apache
 Nexus.
-13. Wait for Travis to pass build on the release branch.
-14. Tag the release branch with a rc tag, e.g. `0.11.0-incubating-rc1`.
-15. Send out e-mail for voting on PredictionIO dev mailing list.
+    * You may need to run `sbt/sbt publishLocal` first to avoid depedency errors.
+14. Wait for Travis to pass build on the release branch.
+15. Tag the release branch with a rc tag, e.g. `0.13.0-rc1`.
+16. Send out email for voting on PredictionIO dev mailing list.
 
   ```
-  Subject: [VOTE] Apache PredictionIO (incubating) 0.11.0 Release (RC1)
+  Subject: [VOTE] Apache PredictionIO 0.13.0 Release (RC1)
 
-  This is the vote for 0.11.0 of Apache PredictionIO (incubating).
+  This is the vote for 0.13.0 of Apache PredictionIO.
 
   The vote will run for at least 72 hours and will close on Apr 7th, 2017.
 
-  The release candidate artifacts can be downloaded here: https://dist.apache.org/repos/dist/dev/incubator/predictionio/0.11.0-incubating-rc1/
+  The release candidate artifacts can be downloaded here: https://dist.apache.org/repos/dist/dev/predictionio/0.13.0-rc1/
 
-  Test results of RC5 can be found here: https://travis-ci.org/apache/incubator-predictionio/builds/xxx
+  Test results of RC5 can be found here: https://travis-ci.org/apache/predictionio/builds/xxx
 
   Maven artifacts are built from the release candidate artifacts above, and are provided as convenience for testing with engine templates. The Maven artifacts are provided at the Maven staging repo here: https://repository.apache.org/content/repositories/orgapachepredictionio-nnnn/
 
-  All JIRAs completed for this release are tagged with 'FixVersion = 0.10.0'. You can view them here: https://issues.apache.org/jira/secure/ReleaseNote.jspa?projectId=12320420&version=12337844
+  All JIRAs completed for this release are tagged with 'FixVersion = 0.13.0'. You can view them here: https://issues.apache.org/jira/secure/ReleaseNote.jspa?projectId=12320420&version=12337844
 
   The artifacts have been signed with Key : YOUR_KEY_ID
 
   Please vote accordingly:
 
-  [ ] +1, accept RC as the official 0.10.0 release
-  [ ] -1, do not accept RC as the official 0.10.0 release because...
+  [ ] +1, accept RC as the official 0.13.0 release
+  [ ] -1, do not accept RC as the official 0.13.0 release because...
+  ```
+17. After the vote has been accepted, use SVN to checkout
+https://dist.apache.org/repos/dist/release/predictionio/. This is the area
+for staging actual releases.
+18. Repeat steps 5 to 7 to create the official release, and step 13 to publish it.
+Also, remove old releases from the ASF distribution mirrors.
+19. Document breaking changes in http://predictionio.apache.org/resources/upgrade/.
+20. Update `RELEASE.md`.
+21. Send out an email to the following mailing lists: announce, general, user, dev.
+
+  ```
+  Subject: [ANNOUNCE] Apache PredictionIO 0.13.0 Release
+
+  The Apache PredictionIO team would like to announce the release of Apache
+  PredictionIO 0.13.0.
+
+  Release notes are here:
+  https://github.com/apache/predictionio/blob/release/0.13.0/RELEASE.md
+
+  Apache PredictionIO is an open source Machine Learning Server built on
+  top of state-of-the-art open source stack, that enables developers to
+  manage and deploy production-ready predictive services for various kinds
+  of machine learning tasks.
+
+  More details regarding Apache PredictionIO can be found here:
+  http://predictionio.apache.org/
+
+  The release artifacts can be downloaded here:
+  https://dist.apache.org/repos/dist/release/predictionio/0.13.0/
+
+  All JIRAs completed for this release are tagged with 'FixVersion =
+  0.13.0'; the JIRA release notes can be found here:
+  https://issues.apache.org/jira/secure/ReleaseNote.jspa?projectId=12320420&version=12337844
+
+  Thanks!
+  The Apache PredictionIO Team
   ```

README.md

@@ -15,18 +15,18 @@ See the License for the specific language governing permissions and
 limitations under the License.
 -->
 
-# [Apache PredictionIO (incubating)](http://predictionio.incubator.apache.org)
+# [Apache PredictionIO](http://predictionio.apache.org)
 
 [![Build
-Status](https://api.travis-ci.org/apache/incubator-predictionio.svg?branch=develop)](https://travis-ci.org/apache/incubator-predictionio)
+Status](https://api.travis-ci.org/apache/predictionio.svg?branch=develop)](https://travis-ci.org/apache/predictionio)
 
-Apache PredictionIO (incubating) is an open source machine learning framework
+Apache PredictionIO is an open source machine learning framework
 for developers, data scientists, and end users. It supports event collection,
 deployment of algorithms, evaluation, querying predictive results via REST APIs.
 It is based on scalable open source services like Hadoop, HBase (and other DBs),
 Elasticsearch, Spark and implements what is called a Lambda Architecture.
 
-To get started, check out http://predictionio.incubator.apache.org!
+To get started, check out http://predictionio.apache.org!
 
 
 ## Table of contents
@@ -42,23 +42,23 @@ To get started, check out http://predictionio.incubator.apache.org!
 
 A few installation options available.
 
-*   [Installing Apache PredictionIO (incubating) from Source
-    Code](http://predictionio.incubator.apache.org/install/install-sourcecode/)
-*   [Installing Apache PredictionIO (incubating) with
-    Docker](http://predictionio.incubator.apache.org/community/projects/#docker-installation-for-predictionio)
+*   [Installing Apache PredictionIO from Source
+    Code](http://predictionio.apache.org/install/install-sourcecode/)
+*   [Installing Apache PredictionIO with
+    Docker](http://predictionio.apache.org/community/projects/#docker-installation-for-predictionio)
     (community contributed)
 
 
 ## Quick Start
 
 *   [Recommendation Engine Template Quick
-    Start](http://predictionio.incubator.apache.org/templates/recommendation/quickstart/)
+    Start](http://predictionio.apache.org/templates/recommendation/quickstart/)
     Guide
 *   [Similiar Product Engine Template Quick
-    Start](http://predictionio.incubator.apache.org/templates/similarproduct/quickstart/)
+    Start](http://predictionio.apache.org/templates/similarproduct/quickstart/)
     Guide
 *   [Classification Engine Template Quick
-    Start](http://predictionio.incubator.apache.org/templates/classification/quickstart/)
+    Start](http://predictionio.apache.org/templates/classification/quickstart/)
     Guide
 
 
@@ -70,30 +70,30 @@ Use [Apache JIRA](https://issues.apache.org/jira/browse/PIO) to report bugs or r
 
 Documentation, included in this repo in the `docs/manual` directory, is built
 with [Middleman](http://middlemanapp.com/) and publicly hosted at
-[predictionio.incubator.apache.org](http://predictionio.incubator.apache.org/).
+[predictionio.apache.org](http://predictionio.apache.org/).
 
 Interested in helping with our documentation? Read [Contributing
-Documentation](http://predictionio.incubator.apache.org/community/contribute-documentation/).
+Documentation](http://predictionio.apache.org/community/contribute-documentation/).
 
 
 ## Community
 
 Keep track of development and community news.
 
-*   Subscribe to the user mailing list <mailto:user-subscribe@predictionio.incubator.apache.org>
-    and the dev mailing list <mailto:dev-subscribe@predictionio.incubator.apache.org>
+*   Subscribe to the user mailing list <mailto:user-subscribe@predictionio.apache.org>
+    and the dev mailing list <mailto:dev-subscribe@predictionio.apache.org>
 *   Follow [@predictionio](https://twitter.com/predictionio) on Twitter.
 
 
 ## Contributing
 
-Read the [Contribute Code](http://predictionio.incubator.apache.org/community/contribute-code/) page.
+Read the [Contribute Code](http://predictionio.apache.org/community/contribute-code/) page.
 
 You can also list your projects on the [Community Project
-page](http://predictionio.incubator.apache.org//community/projects/).
+page](http://predictionio.apache.org//community/projects/).
 
 
 ## License
 
-Apache PredictionIO (incubating) is under [Apache 2
+Apache PredictionIO is under [Apache 2
 license](http://www.apache.org/licenses/LICENSE-2.0.html).