Hey,

This is the 20th weekly update from revision scoring team that we have sent
to this mailing list.

New development:

   - We implemented the basic functionality for handling bag of words and
   other types of abstract feature vectors in `revscoring`. [1] This required
   some changes to some dependencies as well. [2]


   - We extended the user-group related features to include more of the
   dominant groups outside of English Wikipedia [3] and incremented the models
   that changed substantially [4]


Documentation:

   - We extended the documentation at mw:Extension:ORES to make it easier
   for new developers to work with us. [5]


Resourcing:

   - We discussed the teams resourcing needs (hardware, engineering, and
   community liaison support) with Wes Moran. [6]


Maintenance and robustness:

   - We addressed a variety of issues around caching and how the ORES
   extension loads new data


   - ORES now returns headers that will disable secondary caching. [7]


   - Our maintenance scripts will circumvent caches that do not listen to
   no-cache headers. [8, 9]


   - We fixed an issue where the ORES review tool would duplicate items in
   Special:RecentChanges. [10]


   - We standardized the extraction pattern for the enwiktionary model so
   that it looks similar to other models. [11]


1. https://phabricator.wikimedia.org/T132580 -- Implement abstraction for
Sparse Feature Vectors
2. https://phabricator.wikimedia.org/T144430 -- Update yamlconf so that
import_path can handle deep attributes
3. https://phabricator.wikimedia.org/T143909 -- Extend user group features
4. https://phabricator.wikimedia.org/T144855 -- Increment ruwiki
editquality models
5. https://phabricator.wikimedia.org/T144676 -- Improve technical
documentation in Extension:ORES in mediawiki.ore
6. https://phabricator.wikimedia.org/T144517 -- ORES and Product:
resourcing discussion
7. https://phabricator.wikimedia.org/T144193 -- Set max-age header to 0
seconds for ORES to quiet secondary caches
8. https://phabricator.wikimedia.org/T144196 -- Get model version needs to
invalidate cache
9. https://phabricator.wikimedia.org/T144195 -- Check model version
replaces every time it runs.
10. https://phabricator.wikimedia.org/T144233 -- Redundant results in ORES
review tool
11. https://phabricator.wikimedia.org/T144605 -- Fix makefile entry for
enwiktionary.rev_reverted.20k_2016.tsv

Sincerely,
Aaron from the Revision Scoring team
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