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RELEASE.md

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Release Notes and News

Note: For upgrade instructions please refer to this page.

Version History

0.14.0

Mar 11, 2019

Breaking changes

New Features

  • PIO-183: Add Jupyter Docker image
  • PIO-199: Spark 2.4 (Scala 2.11) support

Behavior Changes

  • PIO-31: Move from spray to akka-http in servers
  • PIO-171: Drop Scala 2.10 and Spark 1.6 support
  • PIO-175: Deprecation of Elasticsearch 1.x support
  • PIO-179: bump up hbase client version and make it configurable
  • PIO-192: Enhance PySpark support
  • PIO-196: Use external PySpark environment variables in Jupyter Docker image

Other Changes

  • PIO-153: Allow use of GNU tar on non-GNU systems
  • PIO-170: Upgrade sbt to 1.x
  • PIO-176: Clean up unmanaged sources in the data module
  • PIO-182: Add asynchronous (non-blocking) methods to LEventStore
  • PIO-188: Update the build matrix to the latest supported versions
  • PIO-189: ES6 integration test fails
  • PIO-194: S3 Model Data Storage should allow more flexible ways for specifying AWS credentials
  • PIO-203: pio status warnings
  • PIO-205: Update Dockerfile to reflect new Spark version
  • PIO-206: Spark 2.3.2 to 2.3.3

Documentation

  • PIO-172: Migration guide for ES 6.x changes
  • PIO-180: Trivial LiveDoc Link Change in Readme
  • PIO-185: Non-tracked Link in Apache Project page
  • PIO-195: Improve readability and grammar of documentation

Credits

The following contributors have spent a great deal of effort to bring to you this release:

Alexander Merritt, Chris Wewerka, Donald Szeto, Naoki Takezoe, Saurabh Gulati, Shinsuke Sugaya, Takako Shimamoto, Wei Chen, Yavor Stoychev

0.13.0

Sep 20, 2018

New Features

Behavior Changes

  • PIO-158: More officially deprecate support for Scala 2.10 and Spark 1.x.

Other Changes

  • PIO-152: DOAP syntax error.
  • PIO-155: Fix 'Topic Labelling with Wikipedia' Template Link.
  • PIO-156: Stale release on download page.
  • PIO-160: Array out of bound exception in JDBCUtils when --env is not supplied to CreateWorkflow.

Credits

The following contributors have spent a great deal of effort to bring to you this release:

Donald Szeto, Takako Shimamoto

0.12.1

Mar 11, 2018

New Features

  • PIO-125: Add support for Spark 2.2.
  • PIO-137: Add CleanupFunctions for Python.

Behavior Changes

  • PIO-126: Update install.sh to use binary release.
  • PIO-137: Create a connection object at a worker to delete events.

Other Changes

  • PIO-101: Document usage of plug-in of event server and engine server.
  • PIO-127: Update PMC documentation for release process.
  • PIO-129: Move CLI document in side menu.
  • PIO-131: Fix Apache licensing issues for doc site.
  • PIO-133: Make sure project web site meets all requirements in Apache Project Website Branding Policy.
  • PIO-135: Remove all incubating status.
  • PIO-139: Update release process doc to include closing all resolved stories within the new release.
  • PIO-146: Change TM to (R) on text marks.
  • PIO-147: Fix broken Scala API documentation.
  • PIO-150: Update Ruby gem dependency versions for security improvement.
  • PIO-151: Add S3 storage provider docs.

Credits

The following contributors have spent a great deal of effort to bring to you this release:

Chan Lee, Donald Szeto, Helene Brashear, James Ward, Jeffrey Cafferata, Mars Hall, Naoki Takezoe, Shinsuke Sugaya, Steven Yan, Takahiro Hagino, Takako Shimamoto

0.12.0

Sep 27, 2017

New Features

Breaking changes

Behavior Changes

  • PIO-59: pio app new uses /dev/urandom/ to generate entropy.
  • PIO-72: pio-shell properly loads storage dependencies.
  • PIO-83, PIO-119: Default environment changed to Spark 2.1.1, Scala 2.11.8, and Elasticsearch 5.5.2.
  • PIO-99: pio-build checks for compilation errors before proceeding to build engine.
  • PIO-100: pio commands no longer display SLF4J warning messages.

Other Changes

  • PIO-56: Core unit tests no longer require meta data setup.
  • PIO-60, PIO-62: Minor fixes in authorship information and license checking.
  • PIO-63: Apache incubator logo and disclaimer is displayed on the website.
  • PIO-65: Integration tests on Travis caches downloaded jars.
  • PIO-66: More detailed documentation regarding release process and adding JIRA tickets.
  • PIO-90: Improved performance for /batch/events.json API call.
  • PIO-94: More detailed stack trace for REST API errors.
  • PIO-97: Update examples in official templates.
  • PIO-102, PIO-117, PIO-118, PIO-120: Bug fixes, refactoring, and improved performance on Elasticsearch behavior.
  • PIO-104: Bug fix regarding plugins.
  • PIO-107: Obsolete experimental examples are removed.

Credits

The following contributors have spent a great deal of effort to bring to you this release:

Aayush Kumar, Chan Lee, Donald Szeto, Hugo Duksis, Juha Syrjälä, Lucas Bonatto, Marius Rabenarivo, Mars Hall, Naoki Takezoe, Nilmax Moura, Shinsuke Sugaya, Tomasz Stęczniewski, Vaghawan Ojha

0.11.0

Apr 25, 2017

New Features

Behavior Changes

  • PIO-25: pio-start-all will no longer start PostgreSQL if it is not being used.
  • PIO-47, PIO-51: pio build no longer requires access to the metadata repository. pio commands will now accept an optional --engine-dir parameter if you want to run pio build, pio train, or pio deploy outside of an engine directory. This is an interim solution before an engine registry feature becomes available in the future.
  • PIO-49: PostgreSQL JDBC driver is no longer bundled with the core assembly. If you are using PostgreSQL, you must download the JDBC driver and update your configuration to point to the correct JDBC driver file.
  • PIO-54: New generated access keys will no longer start with a - character.

Other Changes

  • PIO-28: Code refactoring of the command line interface. It is now possible to develop new interfaces that perform the same functionalities provided by the CLI.
  • PIO-53: Integration tests can now be tied to every single Git commit, without the need to update the official test Docker image.
  • The meta data and model data access object methods are now public and marked as Core Developer API.

Credits

The following contributors have spent a great deal of effort to bring to you this release:

Ahmet DAL, Alexander Merritt, Amy Lin, Bansari Shah, Chan Lee, Chris Woodford, Daniel Gabrieli, Dennis Jung, Donald Szeto, Emily Rose, Hari Charan Ayada, infoquestsolutions, Jonny Daenen, Kenneth Chan, Laertis Pappas, Marcin Ziemiński, Naoki Takezoe, Rajdeep Dua, Shinsuke Sugaya, Pat Ferrel, scorpiovn, Suneel Marthi, Steven Yan, Takahiro Hagino, Takako Shimamoto

0.10.0

Oct 7, 2016

  • Make SSL optional
  • Merge ActionML fork
  • First Apache PredictionIO release

0.9.7-aml (ActionML fork)

Aug 5, 2016

  • changed version id so artifacts don't conflict with naming in the Salesforce sponsored project.
  • bug fix in memory use during moving window event trim and compaction EventStore data.
  • update install.sh script for single line installs with options that support various combinations required by some templates.

0.9.6

April 11, 2015

For a detailed list of commits check this page

  • Upgrade components for install/runtime to Hbase 1, Spark 1.5.2 PIO still runs on older HBase and Spark back to 1.3.1, upgrading install of Elaticsearch to 1.5.2 since pio run well on it but also runs on older versions.
  • Support for maintaining a moving window of events by discarding old events from the EventStore
  • Support for doing a deploy without creating a Spark Context

0.9.6 (ActionML fork)

March 26, 2016

  • Upgrade components for install/runtime to Hbase 1.X, Spark 1.5.2 PIO still runs on older HBase and Spark back to 1.3.1, upgrading install of Elasticsearch to 1.5.2 since pio run well on it but also runs on older versions.
  • Support for maintaining a moving window of events by discarding old events from the EventStore
  • Support for doing a deploy without creating a Spark Context

0.9.5

October 14th, 2015

Release Notes have been moved to Github and you are reading them. For a detailed list of commits check this page

  • Support batches of events sent to the EventServer as json arrays
  • Support creating an Elasticsearch StorageClient created for an Elasticsearch cluster from variables in pio-env.sh
  • Fixed some errors installing PredictionIO through install.sh when SBT was not correctly downloaded

0.9.4

July 16th, 2015

Release Notes

  • Support event permissions with different access keys at the Event Server interface
  • Support detection of 3rd party Apache Spark distributions
  • Support running pio eval without engine.json
  • Fix an issue where --verbose is not handled properly by pio train

0.9.3

May 20th, 2015

Release Notes

  • Add support of developing prediction engines in Java
  • Add support of PostgreSQL and MySQL
  • Spark 1.3.1 compatibility fix
  • Creation of specific app access keys
  • Prevent a case where pio build accidentally removes PredictionIO core library

0.9.2

April 14th, 2015

Release Notes

  • Channels in the Event Server
  • Spark 1.3+ support (upgrade to Spark 1.3+ required)
  • Webhook Connector support
  • Engine and Event Servers now by default bind to 0.0.0.0
  • Many documentation improvements

0.9.1

March 17th, 2015

Release Notes

  • Improved pio-start-all
  • Fixed a bug where pio build failed to set PredictionIO dependency version for engine templates

0.9.0

March 4th, 2015

Release Notes

0.8.6

Feb 10th, 2015

Release Notes