nightly build pipeline #4444

frank-dong-ms-zz · 2019-11-06T05:55:46Z

new nightly build pipeline:

add new nightly build pipeline project, disable project build from solution
add NuGet package version updater project
add new Azure nightly build pipeline and template file
TestFrameworkCommon project use conditional reference to source code:
a. when reference from functional test, use project reference
b. when reference from nightly build test, use package reference
process of nightly build pipeline:
a. get latest NuGet package version from public NuGet feed
b. update version to .props file
c. build nightly build project
d. run nightly build tests, which is functional test for now
e. output test results
a sample test pipeline can be seems here: https://dev.azure.com/dnceng/public/_build?definitionId=644&_a=summary

codecov · 2019-11-06T19:06:04Z

Codecov Report

Merging #4444 into master will increase coverage by 0.67%.
The diff coverage is n/a.

@@            Coverage Diff             @@
##           master    #4444      +/-   ##
==========================================
+ Coverage   74.03%    74.7%   +0.67%     
==========================================
  Files         905      906       +1     
  Lines      159107   159288     +181     
  Branches    17128    17145      +17     
==========================================
+ Hits       117794   119000    +1206     
+ Misses      36545    35477    -1068     
- Partials     4768     4811      +43

Flag	Coverage Δ
#Debug	`74.7% <ø> (+0.67%)`	⬆️
#production	`70.06% <ø> (+0.88%)`	⬆️
#test	`90.12% <ø> (ø)`	⬆️

Impacted Files	Coverage Δ
...c/Microsoft.ML.FastTree/Utils/ThreadTaskManager.cs	`79.48% <0%> (-20.52%)`	⬇️
....ML.AutoML/PipelineSuggesters/PipelineSuggester.cs	`71.42% <0%> (-8.41%)`	⬇️
...rosoft.ML.AutoML/Utils/SweepableParamAttributes.cs	`52.1% <0%> (-6.73%)`	⬇️
...rosoft.ML.AutoML/ColumnInference/TextFileSample.cs	`59.6% <0%> (-5.97%)`	⬇️
src/Microsoft.ML.Maml/MAML.cs	`24.75% <0%> (-1.46%)`	⬇️
...c/Microsoft.ML.SamplesUtils/SamplesDatasetUtils.cs	`39.77% <0%> (ø)`
...ML.Transforms/Text/StopWordsRemovingTransformer.cs	`86.26% <0%> (+0.15%)`	⬆️
...soft.ML.Data/DataLoadSave/Text/TextLoaderCursor.cs	`85.31% <0%> (+0.2%)`	⬆️
src/Microsoft.ML.AutoML/Sweepers/Parameters.cs	`83.05% <0%> (+0.84%)`	⬆️
...osoft.ML.KMeansClustering/KMeansPlusPlusTrainer.cs	`84.64% <0%> (+2.69%)`	⬆️
... and 17 more

safern · 2019-11-07T17:22:43Z

build/nightly-build/job-template.yml

+        artifactName: parameters.name(_config_short)
+        artifactType: container
+    - ${{ if eq(parameters.buildScript, 'build.cmd') }}:
+      - powershell: |


This step to clean-up test data is not needed if you're not running any steps after running tests... the reason why we have it on CI builds is because we build packages after running tests and we need to cleanup space disk before we can do that to avoid failing because the machine ran out of space. #Resolved

I see, thanks for explain, will remove

In reply to: 343775233 [](ancestors = 343775233)

safern · 2019-11-07T17:26:34Z

build/nightly-build/job-template.yml

@@ -0,0 +1,116 @@
+parameters:
+  name: ''


This file is very similar to the job-template.yml that we already have for CI builds. Would it make sense to instead use that template, and then define variables and steps based on a parameter passed down to the template? I.e: add a parameter called... isNightlyBuild: false (defaults to false)... then when you reference the template from the nightly build you pass that parameter down as true. Then in the template when isNightlyBuild == true you run the build and restore steps differently. That way you only maintain one base template file. #Resolved

Yes, I saw what was done for codeCoverage, for nightly build, the logic difference is more as you can see there are 5 steps that is nightly build only, and there are several steps that nightly build don't need. So I use separate template here to keep the logic simple but I don't have strong preference here, let's discuss via a quick call.

In reply to: 343777088 [](ancestors = 343777088)

Offline discussed with Santiago, will merge these template file into

In reply to: 343828680 [](ancestors = 343828680,343777088)

safern · 2019-11-07T17:27:25Z

test/NightlyBuildDependency.props

+    <PackageReference Include="Microsoft.ML.Parquet" Version="0.17.0-preview-28305-3" />
+    <PackageReference Include="Microsoft.ML.Recommender" Version="0.17.0-preview-28305-3" />
+  </ItemGroup>
+</Project>


Nit: extra line in EOF in all these files. #Resolved

safern · 2019-11-07T17:28:22Z

test/NightlyBuildDependency.props

@@ -0,0 +1,14 @@
+<Project>
+  <ItemGroup>
+    <PackageReference Include="Microsoft.ML" Version="1.5.0-preview-28305-3" />


What's the plan for updating these versions? I see only 2 package versions here, should we define a property for them and then use those properties here instead of hard-coding the versions? #Resolved

These versions are only place holder, when running pipeline, the NugetPackageVersionUpdater will update all these out of date version number

In reply to: 343777962 [](ancestors = 343777962)

Would it make sense to instead use a placeholder? Rather than a hard-coded version? I think it deserves a comment explaining what happens so that people understand that we update it on the fly. #Resolved

We need to restore project first to be able to list latest package versions, so use a placeholder will not work, I will put some comments here incase of confusion

In reply to: 343900725 [](ancestors = 343900725)

safern · 2019-11-07T17:29:37Z

test/TestFrameworkDependency.props

+    <ProjectReference Include="..\..\src\Microsoft.ML.Data\Microsoft.ML.Data.csproj" />
+  </ItemGroup>
+  <ItemGroup Condition="'$(ReferenceTypeForTestFramework)'=='NuGet'">
+    <PackageReference Include="Microsoft.ML" Version="1.5.0-preview-28305-3" />


You could use the shared property for the package version here as I suggested on my previous comment. #Resolved

same as pervious

In reply to: 343778600 [](ancestors = 343778600)

safern · 2019-11-07T17:29:53Z

test/TestFrameworkDependency.props

+  <ItemGroup Condition="'$(ReferenceTypeForTestFramework)'=='' OR '$(ReferenceTypeForTestFramework)'=='Project'">
+    <ProjectReference Include="..\..\src\Microsoft.ML.Data\Microsoft.ML.Data.csproj" />
+  </ItemGroup>
+  <ItemGroup Condition="'$(ReferenceTypeForTestFramework)'=='NuGet'">


Nit: space before and after == #Resolved

safern · 2019-11-07T17:30:05Z

test/TestFrameworkDependency.props

@@ -0,0 +1,8 @@
+<Project>
+  <ItemGroup Condition="'$(ReferenceTypeForTestFramework)'=='' OR '$(ReferenceTypeForTestFramework)'=='Project'">


Nit: space before and after == #Resolved

safern · 2019-11-07T22:09:44Z

build/nightly-build/job-template.yml

+    - ${{ if eq(parameters.name, 'Ubuntu_x64_NetCoreApp21') }}:
+      - bash: echo "##vso[task.setvariable variable=LD_LIBRARY_PATH](nightlyBuildRunPath):LD_LIBRARY_PATH"
+        displayName: Set LD_LIBRARY_PATH for Ubuntu to locate Native shared library
+    - script: parameters.buildScript−(_configuration) -buildArch=${{ parameters.architecture }}


Please prepend variables with $ to be consistent... (configuration) -> $(configuration)

Also in the rest of this file. #Resolved

Yes, will do

In reply to: 343901037 [](ancestors = 343901037)

Remove duplicate lines from project file. (dotnet#4439) Image Classification Sample cleanup (dotnet#4380) * Aligned line ending to 85 char limit * Cleaned up Early Stopping sample * Added comments to ResnetV2101TransferLearningTrainTestSplit * Added comments to ResnetV2101TransferLearningEarlyStopping * Add comments to ImageClassificationDefault sample * Added comments to LearningRateSchedulingCifarResnetTransferLearning sample * added '.', formatted output. * fixed sample after rebase * fix ealy stopping sample * fix GetAbsolutePath function for samples. * remove unnecessary try catch block from samples. * review comments. Increment stable API version and add new stable packages to the list. (dotnet#4453) * Increment stable API version and add new stable packages to the list. * Increment stable API version and add new stable packages to the list. also update template file format template file fix error in template fix condition in template file fix template format error fix template parameter error fix on template, seems corrupted when copy from github fix placeholder fix template error, encoding fix template fix in template file set system env take comments and make adjustment

…to nightly-build-pipeline

safern · 2019-11-08T17:13:51Z

build/ci/job-template.yml

    - script: ${{ parameters.buildScript }} -$(_configuration) -runtests -coverage=${{ parameters.codeCoverage }}
      displayName: Run Tests.
+      condition: eq(${{ parameters.nightlyBuild }}, false)


Instead of using runtime conditions, could you use compile time conditions? That way when you're running on nightly build, the UI will only show the "real" steps and when in CI, the "real" CI steps. The way currently is, it will show a bunch of disabled steps, which makes harder to read the logs.

Compile time would be ${{ if eq(parameters.nightlyBuild, 'false') }} #Resolved

I see, will do, good suggestions

In reply to: 344278680 [](ancestors = 344278680)

safern · 2019-11-08T19:42:51Z

build/ci/job-template.yml

+    - ${{ if eq(parameters.nightlyBuild, 'true') }}:
+      - script: $(dotnetPath) restore $(nightlyBuildProjPath)
+        displayName: Restore nightly build project
+    - ${{ if eq(parameters.nightlyBuild, 'true') }}:
+      - script: $(dotnetPath) list $(nightlyBuildProjPath) package --source $(nugetFeed) --outdated > $(versionFilePath)
+        displayName: List latest package versions
+    - ${{ if eq(parameters.nightlyBuild, 'true') }}:
+      - script: $(dotnetPath) run --project $(packageUpdaterProjPath)
+        displayName: Update package version
+    - ${{ if eq(parameters.nightlyBuild, 'true') }}:
+      - script: $(dotnetPath) msbuild -restore $(nightlyBuildProjPath) /p:ReferenceTypeForTestFramework="Nuget" /p:Configuration=$(_configuration) /p:TargetArchitecture=${{ parameters.architecture }}
+        displayName: Build Nightly Build Project with latest package versions
+    - ${{ if eq(parameters.nightlyBuild, 'true') }}:
+      - script: ${{ parameters.buildScript }} -$(_configuration) -runnightlybuildtests
+        displayName: Run Nightly Build Tests


You should only use 1 if for all these lines. An if can have multiple tasks/blocks under it, it is just a matter of indentation.

Same for the false block. #Resolved

I see, will do, thanks

In reply to: 344337822 [](ancestors = 344337822)

commit a5e274ef8869576190bbb794360a5f56d998b470 Merge: b7db4fa d7f9996 Author: Keren Fuentes <[email protected]> Date: Thu Nov 14 14:51:21 2019 -0800 Merge branch 'onnx_bin_classifiers' of https://github.com/Lynx1820/machinelearning into onnx_bin_classifiers commit b7db4fa Author: Harish Kulkarni <[email protected]> Date: Thu Nov 14 17:41:12 2019 +0000 Added onnx export support for KeyToValueMappingTransformer (dotnet#4455) commit f3e0f6b Author: Eric Erhardt <[email protected]> Date: Thu Nov 14 07:22:12 2019 -0600 Fix a flaky Extensions.ML test. (dotnet#4458) * Fix a flaky Extensions.ML test. Make the reload model tests more resistant to timing changes. * PR feedback. commit c1e190a Author: Harish Kulkarni <[email protected]> Date: Thu Nov 14 05:24:14 2019 +0000 Added onnx export support for OptionalColumnTransform (dotnet#4454) * Initial work for adding onnx export support for OptionalColumnTransform * Implemented support for optional initializers in OnnxTranformer to support OptionalColumnTransform * Fixed handling of double values and non-long numeric types * Removed redundant line * Updated review comment commit f96761b Author: Harish Kulkarni <[email protected]> Date: Thu Nov 14 03:17:12 2019 +0000 Fixed model saving and loading of OneVersusAllTrainer to include SoftMax (dotnet#4472) * Fixed model saving and loading of OneVersusAllTrainer to include SoftMax * Modified existing test to include SoftMax option * Modified test to verify both cases: when UseSoftmax is true and false commit d45cc8a Author: Jake <[email protected]> Date: Wed Nov 13 17:26:49 2019 -0800 Add InternalsVisibleTo in AutoML and CodeGenerator for the assembly Microsoft.ML.ModelBuilder.AutoMLService.Gpu (dotnet#4474) commit 5e83e23 Author: Eric Erhardt <[email protected]> Date: Wed Nov 13 16:09:05 2019 -0600 CpuMathNative assembly is not getting copied when using packages.config. (dotnet#4465) When we refactored CpuMath to support netcoreapp3.0, we broke the packages.config support to copy the native assembly. This fixes it again by copying the file from the correct location. Fix dotnet#93 commit 693250b Author: Harish Kulkarni <[email protected]> Date: Wed Nov 13 21:58:07 2019 +0000 Added onnx export support for WordTokenizingTransformer and NgramExtractingTransformer (dotnet#4451) * Added onnx export support for string related transforms * Updated baseline test files A large portion of this commit is upgrading the baseline test files. The rest of the fixes deal with build breaks resulting from the upgrade of ORT version. * Fixed bugs in ValueToKeyMappingTransformer and added additional tests commit 5910910 Author: Antonio Velázquez <[email protected]> Date: Mon Nov 11 17:19:39 2019 -0800 Fixes dotnet#4292 about using PFI with BPT and CMPB (dotnet#4306) *Changes in PredictionTransformer.cs and Calibrator.cs to fix the problem of the create methods not being called, to make CMP load its internal calibrator and predictor first so to assign the correct paramaters types and runtimes, and added a PredictionTransformerLoadTypeAttribute so that the binary prediction transformer knows what type to assign when loading a CMP as its internal model. *Added a working sample for using PFI with BPT and CMPB while loading a model from disk. This is based entirely in the original sample. *Added file CalibratedModelParametersTests.cs with tests that the CMPs modified in this PR are now being correctly loaded from disk. *Changed a couple of tests in LbfgsTests.cs that failed because they used casts that now return 'null'. commit bcdac55 Author: Brian Stark <[email protected]> Date: Mon Nov 11 13:42:42 2019 -0800 Stabilize the LR test (dotnet#4446) * Stabilize the LR test Found issue with how we were using random for our ImageClassificationTrainer. This caused instability in our unit test, as we were not able to control the random seed. Modified the code to now use the same random object throughout, the trainer, thus allowing us to control the seed and therefor have predictable output. commit d7f9996 Author: Keren Fuentes <[email protected]> Date: Mon Nov 11 11:33:17 2019 -0800 workaround Scores commit 7fba31c Merge: 93388b6 c96d690 Author: Keren Fuentes <[email protected]> Date: Mon Nov 11 11:25:28 2019 -0800 merging changes commit 93388b6 Author: Keren Fuentes <[email protected]> Date: Mon Nov 11 11:19:59 2019 -0800 Added extraction of score column before node creation commit ea71828 Author: Keren Fuentes <[email protected]> Date: Fri Nov 8 15:53:11 2019 -0800 fix for binary classification trainers export to onnx commit 6fad293 Author: Keren Fuentes <[email protected]> Date: Thu Oct 31 15:26:43 2019 -0700 Revert "draft regression test" This reverts commit 1ad45c995516b9d39fc05aca855ce2abe96c407b. commit 83c1c80 Author: Keren Fuentes <[email protected]> Date: Thu Oct 31 15:24:23 2019 -0700 draft regression test commit 8884161 Author: frank-dong-ms <[email protected]> Date: Fri Nov 8 20:20:53 2019 -0800 nightly build pipeline (dotnet#4444) * nightly build pipeline commit c96d690 Author: Keren Fuentes <[email protected]> Date: Fri Nov 8 15:53:11 2019 -0800 fix for binary classification trainers export to onnx commit 8100364 Author: Keren Fuentes <[email protected]> Date: Thu Oct 31 15:26:43 2019 -0700 Revert "draft regression test" This reverts commit 1ad45c995516b9d39fc05aca855ce2abe96c407b. commit 81381e2 Author: Keren Fuentes <[email protected]> Date: Thu Oct 31 15:24:23 2019 -0700 draft regression test

* Squashed commit of the following: commit a5e274ef8869576190bbb794360a5f56d998b470 Merge: b7db4fa d7f9996 Author: Keren Fuentes <[email protected]> Date: Thu Nov 14 14:51:21 2019 -0800 Merge branch 'onnx_bin_classifiers' of https://github.com/Lynx1820/machinelearning into onnx_bin_classifiers commit b7db4fa Author: Harish Kulkarni <[email protected]> Date: Thu Nov 14 17:41:12 2019 +0000 Added onnx export support for KeyToValueMappingTransformer (#4455) commit f3e0f6b Author: Eric Erhardt <[email protected]> Date: Thu Nov 14 07:22:12 2019 -0600 Fix a flaky Extensions.ML test. (#4458) * Fix a flaky Extensions.ML test. Make the reload model tests more resistant to timing changes. * PR feedback. commit c1e190a Author: Harish Kulkarni <[email protected]> Date: Thu Nov 14 05:24:14 2019 +0000 Added onnx export support for OptionalColumnTransform (#4454) * Initial work for adding onnx export support for OptionalColumnTransform * Implemented support for optional initializers in OnnxTranformer to support OptionalColumnTransform * Fixed handling of double values and non-long numeric types * Removed redundant line * Updated review comment commit f96761b Author: Harish Kulkarni <[email protected]> Date: Thu Nov 14 03:17:12 2019 +0000 Fixed model saving and loading of OneVersusAllTrainer to include SoftMax (#4472) * Fixed model saving and loading of OneVersusAllTrainer to include SoftMax * Modified existing test to include SoftMax option * Modified test to verify both cases: when UseSoftmax is true and false commit d45cc8a Author: Jake <[email protected]> Date: Wed Nov 13 17:26:49 2019 -0800 Add InternalsVisibleTo in AutoML and CodeGenerator for the assembly Microsoft.ML.ModelBuilder.AutoMLService.Gpu (#4474) commit 5e83e23 Author: Eric Erhardt <[email protected]> Date: Wed Nov 13 16:09:05 2019 -0600 CpuMathNative assembly is not getting copied when using packages.config. (#4465) When we refactored CpuMath to support netcoreapp3.0, we broke the packages.config support to copy the native assembly. This fixes it again by copying the file from the correct location. Fix #93 commit 693250b Author: Harish Kulkarni <[email protected]> Date: Wed Nov 13 21:58:07 2019 +0000 Added onnx export support for WordTokenizingTransformer and NgramExtractingTransformer (#4451) * Added onnx export support for string related transforms * Updated baseline test files A large portion of this commit is upgrading the baseline test files. The rest of the fixes deal with build breaks resulting from the upgrade of ORT version. * Fixed bugs in ValueToKeyMappingTransformer and added additional tests commit 5910910 Author: Antonio Velázquez <[email protected]> Date: Mon Nov 11 17:19:39 2019 -0800 Fixes #4292 about using PFI with BPT and CMPB (#4306) *Changes in PredictionTransformer.cs and Calibrator.cs to fix the problem of the create methods not being called, to make CMP load its internal calibrator and predictor first so to assign the correct paramaters types and runtimes, and added a PredictionTransformerLoadTypeAttribute so that the binary prediction transformer knows what type to assign when loading a CMP as its internal model. *Added a working sample for using PFI with BPT and CMPB while loading a model from disk. This is based entirely in the original sample. *Added file CalibratedModelParametersTests.cs with tests that the CMPs modified in this PR are now being correctly loaded from disk. *Changed a couple of tests in LbfgsTests.cs that failed because they used casts that now return 'null'. commit bcdac55 Author: Brian Stark <[email protected]> Date: Mon Nov 11 13:42:42 2019 -0800 Stabilize the LR test (#4446) * Stabilize the LR test Found issue with how we were using random for our ImageClassificationTrainer. This caused instability in our unit test, as we were not able to control the random seed. Modified the code to now use the same random object throughout, the trainer, thus allowing us to control the seed and therefor have predictable output. commit d7f9996 Author: Keren Fuentes <[email protected]> Date: Mon Nov 11 11:33:17 2019 -0800 workaround Scores commit 7fba31c Merge: 93388b6 c96d690 Author: Keren Fuentes <[email protected]> Date: Mon Nov 11 11:25:28 2019 -0800 merging changes commit 93388b6 Author: Keren Fuentes <[email protected]> Date: Mon Nov 11 11:19:59 2019 -0800 Added extraction of score column before node creation commit ea71828 Author: Keren Fuentes <[email protected]> Date: Fri Nov 8 15:53:11 2019 -0800 fix for binary classification trainers export to onnx commit 6fad293 Author: Keren Fuentes <[email protected]> Date: Thu Oct 31 15:26:43 2019 -0700 Revert "draft regression test" This reverts commit 1ad45c995516b9d39fc05aca855ce2abe96c407b. commit 83c1c80 Author: Keren Fuentes <[email protected]> Date: Thu Oct 31 15:24:23 2019 -0700 draft regression test commit 8884161 Author: frank-dong-ms <[email protected]> Date: Fri Nov 8 20:20:53 2019 -0800 nightly build pipeline (#4444) * nightly build pipeline commit c96d690 Author: Keren Fuentes <[email protected]> Date: Fri Nov 8 15:53:11 2019 -0800 fix for binary classification trainers export to onnx commit 8100364 Author: Keren Fuentes <[email protected]> Date: Thu Oct 31 15:26:43 2019 -0700 Revert "draft regression test" This reverts commit 1ad45c995516b9d39fc05aca855ce2abe96c407b. commit 81381e2 Author: Keren Fuentes <[email protected]> Date: Thu Oct 31 15:24:23 2019 -0700 draft regression test * update name and remove some dependency code * baseline file changes * Refactored function

nightly build pipeline

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frank-dong-ms-zz requested review from codemzs, harishsk, eerhardt and safern November 6, 2019 05:55

frank-dong-ms-zz requested a review from a team as a code owner November 6, 2019 05:55

safern reviewed Nov 7, 2019

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frank-dong-ms added 2 commits November 7, 2019 22:58

Merge branch 'master' of https://github.com/dotnet/machinelearning in…

751dcbe

…to nightly-build-pipeline

safern reviewed Nov 8, 2019

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make pipeline condition compile time conditions

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safern reviewed Nov 8, 2019

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merge condition blocks in template

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safern approved these changes Nov 8, 2019

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refine nightly build step display names

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frank-dong-ms-zz merged commit 8884161 into dotnet:master Nov 9, 2019

justinormont mentioned this pull request Apr 7, 2020

add projects capability in CodeGenerator #5002

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nightly build pipeline #4444

nightly build pipeline #4444

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		@@ -0,0 +1,8 @@
		<Project>
		<ItemGroup Condition="'$(ReferenceTypeForTestFramework)'=='' OR '$(ReferenceTypeForTestFramework)'=='Project'">

nightly build pipeline #4444

nightly build pipeline #4444

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