Predictionio

Latest version: v0.9.9

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0.14.0

Mar 11, 2019

Breaking changes

- [PIO-168](https://issues.apache.org/jira/browse/PIO-168): Elasticsearch 6.x support (see the [pull request](https://github.com/apache/predictionio/pull/466))

New Features

- [PIO-183](https://issues.apache.org/jira/browse/PIO-183): Add Jupyter Docker image
- [PIO-199](https://issues.apache.org/jira/browse/PIO-199): Spark 2.4 (Scala 2.11) support

Behavior Changes

- [PIO-31](https://issues.apache.org/jira/browse/PIO-31): Move from spray to akka-http in servers
- [PIO-171](https://issues.apache.org/jira/browse/PIO-171): Drop Scala 2.10 and Spark 1.6 support
- [PIO-175](https://issues.apache.org/jira/browse/PIO-175): Deprecation of Elasticsearch 1.x support
- [PIO-179](https://issues.apache.org/jira/browse/PIO-179): bump up hbase client version and make it configurable
- [PIO-192](https://issues.apache.org/jira/browse/PIO-192): Enhance PySpark support
- [PIO-196](https://issues.apache.org/jira/browse/PIO-196): Use external PySpark environment variables in Jupyter Docker image

Other Changes

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

Documentation

- [PIO-172](https://issues.apache.org/jira/browse/PIO-172): Migration guide for ES 6.x changes
- [PIO-180](https://issues.apache.org/jira/browse/PIO-180): Trivial LiveDoc Link Change in Readme
- [PIO-185](https://issues.apache.org/jira/browse/PIO-185): Non-tracked Link in Apache Project page
- [PIO-195](https://issues.apache.org/jira/browse/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

- [PIO-161](https://issues.apache.org/jira/browse/PIO-161): Spark 2.3 support.

Behavior Changes

- [PIO-158](https://issues.apache.org/jira/browse/PIO-158): More officially deprecate support for Scala 2.10 and Spark 1.x.

Other Changes

- [PIO-152](https://issues.apache.org/jira/browse/PIO-152): DOAP syntax error.
- [PIO-155](https://issues.apache.org/jira/browse/PIO-155): Fix 'Topic Labelling with Wikipedia' Template Link.
- [PIO-156](https://issues.apache.org/jira/browse/PIO-156): Stale release on download page.
- [PIO-160](https://issues.apache.org/jira/browse/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](https://issues.apache.org/jira/browse/PIO-125): Add support for Spark 2.2.
- [PIO-137](https://issues.apache.org/jira/browse/PIO-137): Add CleanupFunctions for Python.

Behavior Changes

- [PIO-126](https://issues.apache.org/jira/browse/PIO-126): Update install.sh to use binary release.
- [PIO-137](https://issues.apache.org/jira/browse/PIO-137): Create a connection object at a worker to delete events.

Other Changes

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

- [PIO-61](https://issues.apache.org/jira/browse/PIO-61): S3 support for model data
- [PIO-69](https://issues.apache.org/jira/browse/PIO-69), [PIO-91](https://issues.apache.org/jira/browse/PIO-91): Binary distribution of PredictionIO
- [PIO-105](https://issues.apache.org/jira/browse/PIO-105), [PIO-110](https://issues.apache.org/jira/browse/PIO-110), [PIO-111](https://issues.apache.org/jira/browse/PIO-111): Batch predictions
- [PIO-95](https://issues.apache.org/jira/browse/PIO-95): Raise request timeout for REST API to 35-seconds
- [PIO-114](https://issues.apache.org/jira/browse/PIO-114): Basic HTTP authentication for Elasticsearch 5.x StorageClient
- [PIO-116](https://issues.apache.org/jira/browse/PIO-116): PySpark support

Breaking changes

- [PIO-106](https://issues.apache.org/jira/browse/PIO-106): Elasticsearch 5.x StorageClient should reuse RestClient (see the [pull request](https://github.com/apache/predictionio/pull/421))

Behavior Changes

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

Other Changes

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

- [PIO-30](https://issues.apache.org/jira/browse/PIO-30): Scala 2.11 support
- [PIO-30](https://issues.apache.org/jira/browse/PIO-30): Spark 2 support
- [PIO-49](https://issues.apache.org/jira/browse/PIO-49): Elasticsearch 5 support
- [PIO-30](https://issues.apache.org/jira/browse/PIO-30), [PIO-49](https://issues.apache.org/jira/browse/PIO-49): Flexible build system
- [PIO-47](https://issues.apache.org/jira/browse/PIO-47), [PIO-51](https://issues.apache.org/jira/browse/PIO-51): Removal of engine manifests
- [PIO-49](https://issues.apache.org/jira/browse/PIO-49): Modularized storage backend modules
- [PIO-45](https://issues.apache.org/jira/browse/PIO-45): Self cleaning data source

Behavior Changes

- [PIO-25](https://issues.apache.org/jira/browse/PIO-25): `pio-start-all` will no longer start PostgreSQL if it is not being
used.
- [PIO-47](https://issues.apache.org/jira/browse/PIO-47), [PIO-51](https://issues.apache.org/jira/browse/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](https://issues.apache.org/jira/browse/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](https://issues.apache.org/jira/browse/PIO-54): New generated access keys will no longer start with a `-` character.

Other Changes

- [PIO-28](https://issues.apache.org/jira/browse/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](https://issues.apache.org/jira/browse/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](https://github.com/actionml/PredictionIO/blob/master/bin/install.sh) script for single line installs with options that support various combinations required by some templates.

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