fix indexing error when creating a filtered error analysis tree view with a dataset that contains categoricals #2026
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…with a dataset that contains categoricals
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romanlutz
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Apr 5, 2023
Codecov Report
@@ Coverage Diff @@
## main #2026 +/- ##
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+ Coverage 92.15% 93.07% +0.91%
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Files 64 48 -16
Lines 4322 1963 -2359
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- Hits 3983 1827 -2156
+ Misses 339 136 -203
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This was referenced Apr 25, 2023
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Description
Fix indexing error when creating a filtered error analysis tree view with a dataset that contains categoricals.
Also added repro/test to validate the fix. The indexing was incorrect - we were using row_index array although the categorical indexed data had already been indexed/sampled. Replacing row_index with : resolved the error.
Original user error information:
I used my existing dashboard, created a cohort (True Y = 0) and switched to that cohort. This created the following error:
Failed to retrieve selected tree map metric: Failed to generate json tree representation,inner error: Traceback (most recent call last): File "/azureml-envs/responsibleai-0.24/lib/python3.8/site-packages/raiwidgets/responsibleai_dashboard_input.py", line 140, in debug_ml tree = self._error_analyzer.compute_error_tree_on_dataset( File "/azureml-envs/responsibleai-0.24/lib/python3.8/site-packages/erroranalysis/analyzer/error_analyzer.py", line 361, in compute_error_tree_on_dataset return _compute_error_tree_on_dataset( File "/azureml-envs/responsibleai-0.24/lib/python3.8/site-packages/erroranalysis/_internal/surrogate_error_tree.py", line 154, in compute_error_tree_on_dataset booster, dataset_indexed_df, cat_info = get_surrogate_booster_local( File "/azureml-envs/responsibleai-0.24/lib/python3.8/site-packages/erroranalysis/_internal/surrogate_error_tree.py", line 332, in get_surrogate_booster_local input_data[:, c_i] = string_indexed_data[row_index, idx] IndexError: index 760 is out of bounds for axis 0 with size 759
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