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Title: Switch CI to use new AzureML agentless execution task by dtzar · Pull Request #101 · microsoft/MLOpsPython · GitHub

Open Graph Title: Switch CI to use new AzureML agentless execution task by dtzar · Pull Request #101 · microsoft/MLOpsPython

X Title: Switch CI to use new AzureML agentless execution task by dtzar · Pull Request #101 · microsoft/MLOpsPython

Description: Triggers pipeline in new stage utilizing the Azure ML Agentless task Separate train, evaluate, and registration pipeline steps Option to validate if training run was registered in pipeline Refactored/updated register & evaluation scripts Utilize functions, remove all legacy json-based code Ability to do local dev & remote compute Switch to utilize tags versus run properties Consistent tagging of BuildID from AzDO runs, helpful for #72 Switch build status badge to aidemos AzDO PR #90 and this PR plus comments made on the below issues should resolve problems. If not, please file a new issue after trying to use these latest bits or comment on the below issues again. closes #102 closes #100 closes #98 closes #92 closes #89 closes #85 closes #78

Open Graph Description: Triggers pipeline in new stage utilizing the Azure ML Agentless task Separate train, evaluate, and registration pipeline steps Option to validate if training run was registered in pipeline Refactor...

X Description: Triggers pipeline in new stage utilizing the Azure ML Agentless task Separate train, evaluate, and registration pipeline steps Option to validate if training run was registered in pipeline Refactor...

Opengraph URL: https://github.com/microsoft/MLOpsPython/pull/101

X: @github

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Show all changes 47 commits https://github.com/microsoft/MLOpsPython/pull/101/files
97d7ff3 build_train to use build vs release dtzar Nov 18, 2019 https://github.com/microsoft/MLOpsPython/pull/101/commits/97d7ff3619744cb539d561c64f5676da32bf6547
1d374b8 retrieve pipeline id, agentless task to run dtzar Nov 18, 2019 https://github.com/microsoft/MLOpsPython/pull/101/commits/1d374b8f3aca47192cfe1c5138c31c06aa62fc62
4353c9f refactor register model dtzar Nov 18, 2019 https://github.com/microsoft/MLOpsPython/pull/101/commits/4353c9fdd9ab347fc796c6511e338dc3dc04d945
1bca186 add model helper util dtzar Nov 18, 2019 https://github.com/microsoft/MLOpsPython/pull/101/commits/1bca18612a0ea1726c7637bca2c0f72a39c036e1
53f45d8 refactor evaluate script dtzar Nov 18, 2019 https://github.com/microsoft/MLOpsPython/pull/101/commits/53f45d85e5b62352ee6435516de79057d3a62f66
4b036a1 CI cleanup local dev dtzar Nov 18, 2019 https://github.com/microsoft/MLOpsPython/pull/101/commits/4b036a107897af408641be35d9932084a39ee558
738f037 Fix linting dtzar Nov 19, 2019 https://github.com/microsoft/MLOpsPython/pull/101/commits/738f037de023f5357b5df203779e98def6bb1189
0855beb temp disable unit test dtzar Nov 19, 2019 https://github.com/microsoft/MLOpsPython/pull/101/commits/0855beb2d88ba9a635528e99d1e25b6cef03bad1
74689be replace base_name var dtzar Nov 19, 2019 https://github.com/microsoft/MLOpsPython/pull/101/commits/74689be072cf71951e5f9347dc95725503b0e6b0
d83338b add registration validation logic dtzar Nov 19, 2019 https://github.com/microsoft/MLOpsPython/pull/101/commits/d83338b071bf21d82613d9bef121ab16f53adb11
8d4ff0f Workspace svc connection to var dtzar Nov 19, 2019 https://github.com/microsoft/MLOpsPython/pull/101/commits/8d4ff0ff4c6bce784afcccad349240391c911a34
976c869 Add new env vars to example dtzar Nov 19, 2019 https://github.com/microsoft/MLOpsPython/pull/101/commits/976c86997f51159fdf719e773d52a12c4fe30d3d
eb20d03 fix build_id flow dtzar Nov 19, 2019 https://github.com/microsoft/MLOpsPython/pull/101/commits/eb20d03f9497113e38fb4f3e5d07737e54147cd8
390acad use buildID vs release, tag vs properties dtzar Nov 19, 2019 https://github.com/microsoft/MLOpsPython/pull/101/commits/390acade0377f8db26c3b780e94f9f8241561692
d2e650a fix lint dtzar Nov 19, 2019 https://github.com/microsoft/MLOpsPython/pull/101/commits/d2e650ae829c029269e52d9262a06a85413dae32
c8a897f fix tagging syntax dtzar Nov 19, 2019 https://github.com/microsoft/MLOpsPython/pull/101/commits/c8a897fdd2a9811662812942e8bdefeff525ea79
88318bc local agent, eval tweaks dtzar Nov 19, 2019 https://github.com/microsoft/MLOpsPython/pull/101/commits/88318bcd371986ef00fd520ef1ab8d531cd624a4
e34a7f7 local no container test dtzar Nov 19, 2019 https://github.com/microsoft/MLOpsPython/pull/101/commits/e34a7f7ac03357d14d81a1b921090173b8f55269
76ec635 Revert to hosted agents dtzar Nov 19, 2019 https://github.com/microsoft/MLOpsPython/pull/101/commits/76ec63528c1eabdb2e857dc87b0f78878d708972
0962627 move dotenv import under condition dtzar Nov 19, 2019 https://github.com/microsoft/MLOpsPython/pull/101/commits/09626273ff1bc7d033be2af552d0270224f9fc2b
5511ac5 fix run_id logic dtzar Nov 19, 2019 https://github.com/microsoft/MLOpsPython/pull/101/commits/5511ac5be66be6a70b3a968e487e2acd9de0994e
43678c9 fix parent.id dtzar Nov 19, 2019 https://github.com/microsoft/MLOpsPython/pull/101/commits/43678c93034b55972c3c5101cb770f2dd0b22479
7842091 move model helper dtzar Nov 19, 2019 https://github.com/microsoft/MLOpsPython/pull/101/commits/7842091726f521237abbc16942d859934a948b52
f94823d log to train also, fix run_id dtzar Nov 19, 2019 https://github.com/microsoft/MLOpsPython/pull/101/commits/f94823d12d5594caa34a899a4128e17f25cfe082
2bcd6c9 fix paths, exp name dtzar Nov 20, 2019 https://github.com/microsoft/MLOpsPython/pull/101/commits/2bcd6c9ff89f79f90cccec78c7fdf16853d28ced
be6a66b better name for validation step dtzar Nov 20, 2019 https://github.com/microsoft/MLOpsPython/pull/101/commits/be6a66b97daf3f3be0d3a79564364a9661e507cc
9d2a840 fix lint dtzar Nov 20, 2019 https://github.com/microsoft/MLOpsPython/pull/101/commits/9d2a840c665d52f0e3e718efc783e9f042977e54
98eebf1 upload file to parent run id dtzar Nov 20, 2019 https://github.com/microsoft/MLOpsPython/pull/101/commits/98eebf149e808973ee8bfbd9cc0a86280250251f
ce36d76 fail pipeline if exception thrown to reg dtzar Nov 20, 2019 https://github.com/microsoft/MLOpsPython/pull/101/commits/ce36d76a46c61ddc2bece192a5a6ace3b0bae876
2462e33 fix tag suffix dtzar Nov 20, 2019 https://github.com/microsoft/MLOpsPython/pull/101/commits/2462e331364b7ea2073db30f4e4bc0c7215bbc6c
8ab1d34 Merge branch 'master' into evalregrefresh dtzar Nov 20, 2019 https://github.com/microsoft/MLOpsPython/pull/101/commits/8ab1d342605676f5d5ad04389de7002cd3f135de
5fb45a8 aml workspace svc cleanup dtzar Nov 20, 2019 https://github.com/microsoft/MLOpsPython/pull/101/commits/5fb45a887ea80f55186c0fc406041e2de8b8b38d
156f28e add register script path dtzar Nov 20, 2019 https://github.com/microsoft/MLOpsPython/pull/101/commits/156f28e81f674a922c381a6416d8f5d2e7992a07
0639646 fix firstRegistration var dtzar Nov 20, 2019 https://github.com/microsoft/MLOpsPython/pull/101/commits/06396463b3ee03e05de9a19f2548e9c530aefe09
9bfa9c2 use public AzureML task dtzar Nov 20, 2019 https://github.com/microsoft/MLOpsPython/pull/101/commits/9bfa9c23021841b05d9ff4e627cf4900ad04733e
60705db Fix trigger to delete environment dtzar Nov 20, 2019 https://github.com/microsoft/MLOpsPython/pull/101/commits/60705db3a67ac43156399d941cbe3ed26c2007ed
2b8edd5 debugging Nov 21, 2019 https://github.com/microsoft/MLOpsPython/pull/101/commits/2b8edd506dcfc4076b668b6d8bba435204bbf071
9619bd9 debugging Nov 21, 2019 https://github.com/microsoft/MLOpsPython/pull/101/commits/9619bd9fa9c30cd7faf0769b0160c489f38741af
f64f2ca Debugging Nov 21, 2019 https://github.com/microsoft/MLOpsPython/pull/101/commits/f64f2cabab6adc80ecc2cde104931b0b7d9ce0c0
bf32389 Debugging Nov 21, 2019 https://github.com/microsoft/MLOpsPython/pull/101/commits/bf323891e702155989b6db3cdd1c5bbd129a84dd
e0c65bd debugging Nov 21, 2019 https://github.com/microsoft/MLOpsPython/pull/101/commits/e0c65bdf1a0f0b029465cae028fe3e1584df2990
cd1da4f debugging Nov 21, 2019 https://github.com/microsoft/MLOpsPython/pull/101/commits/cd1da4fee161958bbadebf430fc94767a7e12396
53f9aad Debugging Nov 21, 2019 https://github.com/microsoft/MLOpsPython/pull/101/commits/53f9aadbc138c6774d64e28348fba7e3ac888fa5
eff9483 Linting Nov 21, 2019 https://github.com/microsoft/MLOpsPython/pull/101/commits/eff94832974e658d3b86af92b8c6aba01cd5dbd5
eada62f Switch build status badge to aidemos AzDO dtzar Nov 21, 2019 https://github.com/microsoft/MLOpsPython/pull/101/commits/eada62fab11217db8c922d19fdcc930853b5df80
85ed8ad Merge branch 'evalregrefresh' of github.com:microsoft/MLOpsPython int… dtzar Nov 21, 2019 https://github.com/microsoft/MLOpsPython/pull/101/commits/85ed8adea1bfabcd0bc96445fee92753abe6b090
d652f87 consistent exception handling dtzar Nov 21, 2019 https://github.com/microsoft/MLOpsPython/pull/101/commits/d652f8703905e64ffee441b3bbacba4cf5622cf3
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