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feat: ONNX model inference on Spark #1152

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merged 21 commits into from
Aug 9, 2021

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@memoryz memoryz commented Aug 2, 2021

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@memoryz memoryz force-pushed the jasowang/onnx branch 2 times, most recently from b56aefa to f9c32fe Compare August 2, 2021 18:16
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memoryz commented Aug 2, 2021

/azp run

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codecov bot commented Aug 2, 2021

Codecov Report

Merging #1152 (5435a2d) into master (a5135b2) will decrease coverage by 6.13%.
The diff coverage is 45.23%.

❗ Current head 5435a2d differs from pull request most recent head c467152. Consider uploading reports for the commit c467152 to get more accurate results
Impacted file tree graph

@@            Coverage Diff             @@
##           master    #1152      +/-   ##
==========================================
- Coverage   85.36%   79.23%   -6.14%     
==========================================
  Files         257      281      +24     
  Lines       12063    12784     +721     
  Branches      627      647      +20     
==========================================
- Hits        10298    10129     -169     
- Misses       1765     2655     +890     
Impacted Files Coverage Δ
...om/microsoft/ml/spark/core/utils/BreezeUtils.scala 50.00% <ø> (ø)
...microsoft/ml/spark/explainers/KernelSHAPBase.scala 96.07% <ø> (ø)
...rosoft/ml/spark/explainers/KernelSHAPSampler.scala 97.05% <ø> (ø)
...a/com/microsoft/ml/spark/explainers/LIMEBase.scala 98.18% <ø> (ø)
...om/microsoft/ml/spark/explainers/LIMESampler.scala 100.00% <ø> (ø)
...la/com/microsoft/ml/spark/explainers/Sampler.scala 100.00% <ø> (ø)
.../main/scala/com/microsoft/ml/spark/lime/LIME.scala 94.33% <ø> (ø)
...n/scala/com/microsoft/ml/spark/lime/TextLIME.scala 97.05% <ø> (ø)
.../scala/com/microsoft/ml/spark/onnx/ONNXModel.scala 12.55% <12.55%> (ø)
...ython/mmlspark/core/serialize/java_params_patch.py 25.37% <20.00%> (-69.94%) ⬇️
... and 41 more

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memoryz commented Aug 2, 2021

/azp run

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Azure Pipelines successfully started running 1 pipeline(s).

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memoryz commented Aug 2, 2021

/azp run

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@memoryz memoryz changed the title [WIP] feat: ONNX model inference on Spark feat: ONNX model inference on Spark Aug 2, 2021
@memoryz memoryz marked this pull request as ready for review August 2, 2021 22:00
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memoryz commented Aug 4, 2021

/azp run

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memoryz commented Aug 6, 2021

/azp run

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Azure Pipelines successfully started running 1 pipeline(s).

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memoryz commented Aug 7, 2021

/azp run

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Azure Pipelines successfully started running 1 pipeline(s).

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memoryz commented Aug 9, 2021

/azp run

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Azure Pipelines successfully started running 1 pipeline(s).

@memoryz memoryz force-pushed the jasowang/onnx branch 3 times, most recently from 70f4939 to 5435a2d Compare August 9, 2021 22:07
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memoryz commented Aug 9, 2021

/azp run

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Azure Pipelines successfully started running 1 pipeline(s).

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memoryz commented Aug 9, 2021

/azp run

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Azure Pipelines successfully started running 1 pipeline(s).

@mhamilton723 mhamilton723 merged commit 448f893 into microsoft:master Aug 9, 2021
@memoryz memoryz deleted the jasowang/onnx branch August 9, 2021 23:34
ms-kashyap added a commit to ms-kashyap/mmlspark that referenced this pull request Aug 11, 2021
feat: ONNX model inference on Spark (microsoft#1152)
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