Ack, I hate this &^%&%^&  touchbar!

What I meant to say was:


We have a version of the universal recommender working with PIO-0.12.0 that is 
ready for brave souls to test. This includes some speedups and quality of 
recommendation improvements, not yet documented. 

Known bugs: exclusion rules not working. This will be fixed before release in 
the next few days

Issues: do not trust the integration test, Lucene and ES have changed their 
scoring method and so you cannot compare the old scores to the new ones. The 
test will be fixed before release but do trust it to populate PIO with some 
sample data you can play with.

You must build PredictionIO with the default parameters so just run 
`./make-distribution` this will require you to install Scala 2.11, Spark 2.1.1 
or greater, ES 5.5.2 or greater, Hadoop 2.6 or greater. If you have issues 
getting pio to build and run send questions to the PIO mailing list. Once PIO 
is running test with `pio status` and `pio app list`. You will need to create 
an app in import your data to run the integration test to get some sample data 
installed in the “handmade” app.

*Backup your data*, moving from ES 1 to ES 5 will delete all data!!!! Actually 
even worse it is still in HBase but you can’t get at it so to upgrade so the 
following
`pio export` with pio < 0.12.0 =====*Before upgrade!*=====
`pio data-delete` all your old apps =====*Before upgrade!*=====
build and install pio 0.12.0 including all the services =====*The point of no 
return!*=====
`pio app new …` and `pio import…` any needed datasets
download and build Mahout for Scala 2.11 from this repo: 
https://github.com/actionml/mahout.git <https://github.com/actionml/mahout.git> 
follow the instructions in the README.md
download the UR from here: 
https://github.com/actionml/universal-recommender.git 
<https://github.com/actionml/universal-recommender.git> and checkout branch 
0.7.0-SNAPSHOT
replace the line: `resolvers += "Local Repository" at 
"file:///Users/pat/.custom-scala-m2/repo”` 
<file:///Users/pat/.custom-scala-m2/repo%E2%80%9D%60> with your path to the 
local mahout build
build the UR with `pio build` or run the integration test to get sample data 
put into PIO `./examples/integration-test`

This will use the released PIO and alpha UR

This will be much easier when it’s released

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