Tags: mustaq95/MLOpsPython
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Update azureml-sdk to use latest (microsoft#331) * Update ci_dependencies.yml * Update conda_dependencies.yml
Update docs and pipeline status badge (microsoft#303) * docs * fix pipeline status badge and tf naming uniqueness * add a note about how to change the name of the pipeline * extra clarification on workspace connection
Fix CD deployment break (microsoft#305) Recently the step to get the model version had a name associated with the step. We need to also update the references in future step to use the step name as a prefix. This resulted in the MODEL_VERSION variable causing failures in each CD deployment step. This did not show up in CI because the MODEL_VERSION var is hard coded in the variable group. We should also remove that.
Restore call convention compatibility in get_model (microsoft#304) A bug surfaced where first time evaluation of a model fails due to the Model constructor throwing if the model does not exist. Looking deeper, we see that most calls to get_model expect a possible None response and check at the call site. Unfortunately we get the same WebserviceException class for a model not being found as we do a REST error or similar. This change is a stopgap mitigation to restore compatibility with the existing callers, and compromises by allowing the model version dependent behavior to continue passing on exceptions. In a future follow up we should settle on a convention and allow version checks to propagate failure while still giving the possibility for handling a service exception in the caller.
Convert to new split pipeline approach for CI/CD (microsoft#278) * new split pipelines * specify channel * fix pip jq install * fixes and cleanup * add new lines * add docs and clean up naming * use shared image * rename * strip quotes from location * fix env var * remove succeeded condition * remove extra deploy yml * no pr trigger * remove unused template * remove unused pipeline * add more docs and add to bootstrap * linting * fix model package to show logs * Squashed commit of the following: commit 01af8da Author: j-so <jenns@microsoft.com> Date: Fri Jun 12 14:15:35 2020 -0700 fixed failure handling commit 1e6f906 Author: j-so <jenns@microsoft.com> Date: Fri Jun 12 14:03:09 2020 -0700 test failed conda dep commit a8030d7 Author: j-so <jenns@microsoft.com> Date: Fri Jun 12 13:55:00 2020 -0700 test package fail commit c7845aa Author: j-so <jenns@microsoft.com> Date: Fri Jun 12 13:46:27 2020 -0700 fail on deploy error' * Squashed commit of the following: commit 5af6eeb Author: j-so <jenns@microsoft.com> Date: Mon Jun 15 18:31:15 2020 -0700 fix bootstrap commit f61e103 Merge: 2796b40 08bb6f4 Author: j-so <jenns@microsoft.com> Date: Mon Jun 15 18:30:21 2020 -0700 Merge branch 'master' into jenns/splitpipeline_docfix commit 2796b40 Author: j-so <jenns@microsoft.com> Date: Mon Jun 15 18:30:00 2020 -0700 remove old pipeline commit 08bb6f4 Author: David Tesar <david.tesar@microsoft.com> Date: Mon Jun 15 14:09:12 2020 -0700 Simplify docs flow (microsoft#297) commit cd762ec Author: jotaylo <jotaylo@microsoft.com> Date: Mon Jun 15 12:28:23 2020 -0700 Move instruction to install AML extension to Azure Devops setup instructions (microsoft#298) * remove need for model build id * fix batch scoring * use model version for batch scoring * linting * Squashed commit of the following: commit 493ed3e Author: j-so <jenns@microsoft.com> Date: Mon Jun 22 16:42:07 2020 -0700 mark as output commit 1ca7a59 Author: j-so <jenns@microsoft.com> Date: Mon Jun 22 16:12:10 2020 -0700 fix import commit 743e301 Author: j-so <jenns@microsoft.com> Date: Mon Jun 22 15:59:43 2020 -0700 more fixes commit 44abcac Author: j-so <jenns@microsoft.com> Date: Mon Jun 22 15:50:49 2020 -0700 fix batch scoring * improve the docs * fix secret access * pass to cli task and impove naming
Jitghosh/parallelbatchscore (microsoft#289) * Batch Scoring First Draft: Added pipeline creation and run scripts, scoring script, new environment variables, changes to env loading script, compute creation and AML environment creation scripts, and new Azure pipeline for batch scoring CI * Score copy step added * Modified bootstrap.py, updated getting started doc * Addressed PR comments * Addressed PR comments * Doc fix * Doc fix
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