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Get global explanations from SDK if endpoint available #1820

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merged 7 commits into from
Dec 2, 2022

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gaugup
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@gaugup gaugup commented Nov 23, 2022

Description

This PR aims to get global explanations from SDK if such an end-point exists. This is to support large data scenarios when all the samples cannot fit into browser memory for the RAI dashboard.

Screenshot of explanations being requested from SDK.

image

Checklist

  • I have added screenshots above for all UI changes.
  • I have added e2e tests for all UI changes.
  • Documentation was updated if it was needed.

Signed-off-by: Gaurav Gupta <gaugup@microsoft.com>
Signed-off-by: Gaurav Gupta <gaugup@microsoft.com>
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codecov-commenter commented Nov 23, 2022

Codecov Report

Merging #1820 (d53bca4) into main (6d46af4) will increase coverage by 0.78%.
The diff coverage is n/a.

@@            Coverage Diff             @@
##             main    #1820      +/-   ##
==========================================
+ Coverage   88.54%   89.32%   +0.78%     
==========================================
  Files          96       87       -9     
  Lines        5481     5348     -133     
==========================================
- Hits         4853     4777      -76     
+ Misses        628      571      -57     
Flag Coverage Δ
unittests 89.32% <ø> (+0.78%) ⬆️

Flags with carried forward coverage won't be shown. Click here to find out more.

Impacted Files Coverage Δ
rai_test_utils/rai_test_utils/datasets/__init__.py
..._test_utils/datasets/tabular/tabular_data_utils.py
...test_utils/models/lightgbm/lightgbm_model_utils.py
...t_utils/rai_test_utils/models/lightgbm/__init__.py
...st_utils/rai_test_utils/models/sklearn/__init__.py
..._utils/rai_test_utils/datasets/tabular/__init__.py
...st_utils/rai_test_utils/models/xgboost/__init__.py
...i_test_utils/models/xgboost/xgboost_model_utils.py
...i_test_utils/models/sklearn/sklearn_model_utils.py

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Signed-off-by: Gaurav Gupta <gaugup@microsoft.com>
1 similar comment
1 similar comment
Signed-off-by: Gaurav Gupta <gaugup@microsoft.com>
@gaugup gaugup enabled auto-merge (squash) December 2, 2022 18:12
@gaugup gaugup merged commit 44e57d4 into main Dec 2, 2022
@gaugup gaugup deleted the gaugup/GetGlobalExpFromSDK branch December 2, 2022 19:07
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4 participants