[08:58:35] I found this whitepaper about the Hops feature store [08:58:36] https://uploads-ssl.webflow.com/5e6f7cd3ee7f51d539a4da0b/5e6f7cd3ee7f519fdfa4dadb_feature%20store%20whitepaper%201-0.pdf [08:58:59] it talks in more detail about how the use spark etc.., and they mention an integration with kerberos [09:03:31] https://docs.hopsworks.ai/latest/ [09:24:41] ok so https://docs.hopsworks.ai/latest/integrations/spark/ makes it a bit more clear [09:25:21] IIUC the Feature store can use Spark running on Hadoop, but it offers its own Hive Metastore [09:25:33] that may use S3/HDFS/etc.. for its external tables [09:25:44] elukey: We are doing the rdb switchover for ORES in a few [09:25:54] akosiaris: perfect! [09:26:16] I am hoping that this will avoid an outage, I 'll do it in a rolling restart way [09:27:51] akosiaris: so basically pointing all the celery workes to another rdb? [09:27:55] (n00b question) [09:29:33] yup [09:29:40] redis 6, debian bullseye and new hardware [09:29:53] it's not just ORES of course, it will just happen along the rest of the apps [09:31:19] ack! [09:33:12] back to the spark thing, I am confused about hive, it may not be integrated [09:33:22] I think I'll send an email to them to ask for clarifications [09:35:44] the all spark is definitely integrated. Deeply into Optimus's chest [09:40:30] I really hope not :D [10:10:31] ok https://community.hopsworks.ai/t/feature-store-hardware-requirements/466 [10:10:41] let's see what answers we get :) [11:21:50] 10Machine-Learning-Team, 10artificial-intelligence, 10editquality-modeling, 10Turkish-Sites: Update Turkish Wikipedia's labeling campaign for 2020 - https://phabricator.wikimedia.org/T257359 (10kevinbazira) Thanks to @elukey, I was able to get access using both `ssh ores-misc-01.ores-staging.eqiad1.wikimed... [11:45:56] 10Machine-Learning-Team, 10artificial-intelligence, 10editquality-modeling, 10Turkish-Sites: Update Turkish Wikipedia's labeling campaign for 2020 - https://phabricator.wikimedia.org/T257359 (10elukey) @kevinbazira on `ores-misc-01` the root partition is full :( ` (venv) kevinbazira@ores-misc-01:~/editqu... [12:53:22] kevinbazira: o/ [13:00:54] 10Machine-Learning-Team, 10artificial-intelligence, 10editquality-modeling, 10Turkish-Sites: Update Turkish Wikipedia's labeling campaign for 2020 - https://phabricator.wikimedia.org/T257359 (10kevinbazira) Thank you so much @elukey, I moved my work to /srv/home/kevinbazira and cleared /home/kevinbazira/.... [13:01:22] elukey o/ [13:03:08] ah it worked! didn't see the update, goooood! [13:04:44] Yep, it took some time to complete the process but it did work. Thanks to you :) [13:13:57] \o/ [16:01:34] 10ORES, 10artificial-intelligence, 10articlequality-modeling, 10drafttopic-modeling, 10Machine-Learning-Team (Active Tasks): ORES deployment - Spring 2021 - https://phabricator.wikimedia.org/T278723 (10Halfak) @Majavah after some thought, I think it would be great if you would look into Envoy for Beta.... [16:38:11] 10ORES, 10artificial-intelligence, 10articlequality-modeling, 10drafttopic-modeling, 10Machine-Learning-Team (Active Tasks): ORES deployment - Spring 2021 - https://phabricator.wikimedia.org/T278723 (10Halfak) For reference, this is where ORES references Envoy (localhost:6500). [21:33:13] 10Lift-Wing, 10artificial-intelligence, 10Machine-Learning-Team (Active Tasks): Create a tutorial for deploying a model on toolforge - https://phabricator.wikimedia.org/T281317 (10ACraze) [21:38:04] 10Lift-Wing, 10artificial-intelligence, 10Machine-Learning-Team (Active Tasks): Create a tutorial for deploying a model on toolforge - https://phabricator.wikimedia.org/T281317 (10ACraze) [21:39:10] 10Machine-Learning-Team: Proof of concept: dockerized model served over CloudVPS - https://phabricator.wikimedia.org/T265066 (10ACraze) 05Open→03Declined Talked about this with @calbon today and determined that toolforge is probably a better place to direct folks to for deploying community models at this tim... [22:02:04] 10Lift-Wing, 10artificial-intelligence, 10Machine-Learning-Team (Active Tasks): Create a tutorial for deploying a model on toolforge - https://phabricator.wikimedia.org/T281317 (10ACraze) [22:50:24] 10Lift-Wing, 10Machine-Learning-Team (Active Tasks): Naming convention for the model storage structure - https://phabricator.wikimedia.org/T280467 (10ACraze) @klausman I think most of our models should be ok with minute-granularity. The only case I can think of where it could be problematic is if we train two...