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199259

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Fix Batch Scoring docs (microsoft#333)

* docs

* more fixes

198527

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Update azureml-sdk to use latest (microsoft#331)

* Update ci_dependencies.yml

* Update conda_dependencies.yml

190866

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update azureml sdk (microsoft#326)

168899

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Update getting_started.md (microsoft#317)

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Fix default parameters to batch scoring pipeline + doc fixes (microso…

…ft#310)

* fix default params in build batch score

* docs

* fix image

* fix images

* update to azure ml studio pics

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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

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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.

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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.

162881

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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

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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