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author | Michelangelo D'Agostino <mdagostino@civisanalytics.com> | 2014-10-21 11:49:39 -0700 |
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committer | Xiangrui Meng <meng@databricks.com> | 2014-10-21 11:49:39 -0700 |
commit | 1a623b2e163da3a9112cb9b68bda22b9e398ed5c (patch) | |
tree | 41b232df4b481db742a24928a45e43a6deccaad9 /python/.gitignore | |
parent | 61ca7742d21dd66f5a7b3bb826e3aaca6f049b68 (diff) | |
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SPARK-3770: Make userFeatures accessible from python
https://issues.apache.org/jira/browse/SPARK-3770
We need access to the underlying latent user features from python. However, the userFeatures RDD from the MatrixFactorizationModel isn't accessible from the python bindings. I've added a method to the underlying scala class to turn the RDD[(Int, Array[Double])] to an RDD[String]. This is then accessed from the python recommendation.py
Author: Michelangelo D'Agostino <mdagostino@civisanalytics.com>
Closes #2636 from mdagost/mf_user_features and squashes the following commits:
c98f9e2 [Michelangelo D'Agostino] Added unit tests for userFeatures and productFeatures and merged master.
d5eadf8 [Michelangelo D'Agostino] Merge branch 'master' into mf_user_features
2481a2a [Michelangelo D'Agostino] Merged master and resolved conflict.
a6ffb96 [Michelangelo D'Agostino] Eliminated a function from our first approach to this problem that is no longer needed now that we added the fromTuple2RDD function.
2aa1bf8 [Michelangelo D'Agostino] Implemented a function called fromTuple2RDD in PythonMLLibAPI and used it to expose the MF userFeatures and productFeatures in python.
34cb2a2 [Michelangelo D'Agostino] A couple of lint cleanups and a comment.
cdd98e3 [Michelangelo D'Agostino] It's working now.
e1fbe5e [Michelangelo D'Agostino] Added scala function to stringify userFeatures for access in python.
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