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Returning multiple dimensions in RCA for anomaly detection - #5236

Merged
harishsk merged 9 commits into
dotnet:masterfrom
klausmh:dev/klausmh/rca-multidimension
Jun 30, 2020
Merged

harishsk merged 9 commits into
dotnet:masterfrom
klausmh:dev/klausmh/rca-multidimension

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@klausmh

@klausmh klausmh commented Jun 12, 2020 •

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This PR adds the ability to return multiple dimensions in Root Cause Analysis for anomaly detection.

@dnfadmin

dnfadmin commented Jun 12, 2020 •

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CLA assistant check
All CLA requirements met.

Comment thread docs/samples/Microsoft.ML.Samples/Program.cs Outdated
Comment thread src/Microsoft.ML.TimeSeries/ExtensionsCatalog.cs Outdated
Comment thread src/Microsoft.ML.TimeSeries/RootCauseAnalyzer.cs Outdated
Comment thread src/Microsoft.ML.TimeSeries/RootCauseLocalizationType.cs
Comment thread src/Microsoft.ML.TimeSeries/RootCauseAnalyzer.cs
Comment thread src/Microsoft.ML.TimeSeries/RootCauseAnalyzer.cs Outdated
Comment thread src/Microsoft.ML.TimeSeries/RootCauseAnalyzer.cs Outdated
Comment thread src/Microsoft.ML.TimeSeries/RootCauseLocalizationType.cs Outdated
Comment thread src/Microsoft.ML.TimeSeries/ExtensionsCatalog.cs Outdated
@klausmh klausmh changed the title Proposal for returning multiple dimensions in RCA Returning multiple dimensions in RCA Jun 24, 2020
@klausmh klausmh changed the title Returning multiple dimensions in RCA Returning multiple dimensions in RCA for anomaly detection Jun 24, 2020
Comment thread src/Microsoft.ML.TimeSeries/RootCauseAnalyzer.cs
@klausmh
klausmh marked this pull request as ready for review June 24, 2020 17:23
@klausmh
klausmh requested a review from a team as a code owner June 24, 2020 17:23
Comment thread docs/samples/Microsoft.ML.Samples/Program.cs
@harishsk

harishsk commented Jun 24, 2020 •

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Do you need the change to libmf? I think if you update your submodules, or create your branch off the latest commit in master, it should go away. #Resolved

Comment thread src/Microsoft.ML.TimeSeries/ExtensionsCatalog.cs
@klausmh

klausmh commented Jun 25, 2020

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No, that is a mistake


In reply to: 649087351 [](ancestors = 649087351)

@codecov

codecov Bot commented Jun 25, 2020 •

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Codecov Report

Merging #5236 into master will decrease coverage by 0.02%.
The diff coverage is 69.56%.

@@            Coverage Diff             @@
##           master    #5236      +/-   ##
==========================================
- Coverage   73.49%   73.47%   -0.03%     
==========================================
  Files        1014     1014              
  Lines      188680   188765      +85     
  Branches    20330    20338       +8     
==========================================
+ Hits       138677   138699      +22     
- Misses      44493    44547      +54     
- Partials     5510     5519       +9     
Flag Coverage Δ
#Debug 73.47% <69.56%> (-0.03%) ⬇️
#production 69.26% <51.72%> (-0.04%) ⬇️
#test 87.44% <100.00%> (+<0.01%) ⬆️
Impacted Files Coverage Δ
...crosoft.ML.TimeSeries/RootCauseLocalizationType.cs 48.31% <0.00%> (-1.12%) ⬇️
src/Microsoft.ML.TimeSeries/RootCauseAnalyzer.cs 54.70% <52.00%> (+0.49%) ⬆️
src/Microsoft.ML.TimeSeries/ExtensionsCatalog.cs 88.88% <60.00%> (-4.73%) ⬇️
...crosoft.ML.TimeSeries.Tests/TimeSeriesDirectApi.cs 99.59% <100.00%> (+0.04%) ⬆️
src/Microsoft.ML.FastTree/RegressionTree.cs 75.51% <0.00%> (-8.17%) ⬇️
src/Microsoft.ML.LightGbm/LightGbmTrainerBase.cs 78.92% <0.00%> (-6.07%) ⬇️
...rosoft.ML.AutoML/ColumnInference/TextFileSample.cs 59.60% <0.00%> (-2.65%) ⬇️
src/Microsoft.ML.Maml/MAML.cs 24.75% <0.00%> (-1.46%) ⬇️
...osoft.ML.Tests/TrainerEstimators/TreeEstimators.cs 97.45% <0.00%> (-0.64%) ⬇️
... and 7 more
#Resolved

Comment thread src/Microsoft.ML.TimeSeries/ExtensionsCatalog.cs
Comment thread src/Microsoft.ML.TimeSeries/RootCauseAnalyzer.cs Outdated

BestDimension best;
do {
best = null;

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nit: formatting. Please place the braces on a new line.

@harishsk harishsk left a comment

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:shipit:

@harishsk
harishsk merged commit 5f875da into dotnet:master Jun 30, 2020
@ghost ghost locked as resolved and limited conversation to collaborators Mar 18, 2022
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4 participants