Details
Status | Subtype | Assigned | Task | ||
---|---|---|---|---|---|
Invalid | None | T174064 [FY 2017-18 Objective] Implement advanced search methodologies | |||
Resolved | Gehel | T171740 [Epic] Search Relevance: graded by humans | |||
Invalid | None | T174106 Search Relevance Survey test #3: action items | |||
Resolved | mpopov | T175048 Search Relevance Survey test #3: analysis of test | |||
Resolved | mpopov | T178096 Make a Puppet profile/role for doing R-based heavy stats/ML on Wikimedia Cloud |
Event Timeline
Change 383916 had a related patch set uploaded (by Bearloga; owner: Bearloga):
[operations/puppet@production] Add profiles/roles for stats/ML on Wikimedia Cloud
Change 383916 merged by Gehel:
[operations/puppet@production] Add profiles/roles for stats/ML on Wikimedia Cloud
@Gehel: getting the following errors. test-bayes, test-learner, test-deep-learner, test-forecaster, and test-allstar-cruncher all use Stretch.
From role::discovery::learner:
Error: Could not retrieve catalog from remote server: Error 400 on SERVER: Puppet::Parser::AST::Resource failed with error ArgumentError: Invalid resource type r_land::bioc at /etc/puppet/modules/profile/manifests/discovery_computing/machine_learning.pp:44 on node test-learner.discovery-stats.eqiad.wmflabs Warning: Not using cache on failed catalog Error: Could not retrieve catalog; skipping run
Not sure what's wrong.
From role::discovery::deep_learner:
Error: Failed to apply catalog: Parameter provider failed on Package[tensorflow]: Invalid package provider 'pip3' at /etc/puppet/modules/profile/manifests/discovery_computing/deep_learning.pp:30
Weird! I guess pip3 is not available as a provider in the outdated version of puppet we use?
From role::discovery::bayes and role::discovery::forecaster:
Error: Execution of '/usr/bin/apt-get -q -y -o DPkg::Options::=--force-confold install python-pymc' returned 100: Reading package lists... Building dependency tree... Reading state information... Package python-pymc is not available, but is referred to by another package. This may mean that the package is missing, has been obsoleted, or is only available from another source E: Package 'python-pymc' has no installation candidate Error: /Stage[main]/Packages::Python_pymc/Package[python-pymc]/ensure: change from purged to present failed: Execution of '/usr/bin/apt-get -q -y -o DPkg::Options::=--force-confold install python-pymc' returned 100: Reading package lists... Building dependency tree... Reading state information... Package python-pymc is not available, but is referred to by another package. This may mean that the package is missing, has been obsoleted, or is only available from another source E: Package 'python-pymc' has no installation candidate
I'll be removing python-pymc because I didn't realize it was only available for Jessie.
Change 386271 had a related patch set uploaded (by Bearloga; owner: Bearloga):
[operations/puppet@production] role::discovery: Fix stats/ML classes
Change 386271 merged by Gehel:
[operations/puppet@production] role::discovery: Fix stats/ML classes
Change 386536 had a related patch set uploaded (by Bearloga; owner: Bearloga):
[operations/puppet@production] R, Shiny Server, and Discovery Computing fixes
Change 386536 merged by Gehel:
[operations/puppet@production] R, Shiny Server, and Discovery Computing fixes
Change 386669 had a related patch set uploaded (by Bearloga; owner: Bearloga):
[operations/puppet@production] role::discovery::learner: Remove deep learning profile
Change 386669 merged by Gehel:
[operations/puppet@production] role::discovery::learner: Remove deep learning profile
- discovery::deep_learner role works (makes TensorFlow, Keras, and Caffe available, including the R wrappers for TF & Keras)
- discovery::learner role works (makes a bunch of ML packages available – in R & Python)
- discovery::forecaster role works (makes a bunch of time series / forecasting R packages available: prophet, bsts, forecast)
- discovery::bayes role mostly works (for some reason it doesn't install rstan but discovery::forecaster – which also includes the discovery_computing::bayesian_statistics profile – does)
- discovery::allstar_cruncher role works (multi-purpose, has ALL of the packages from the other roles, so get your game on, go play)