implement auto featurizer - #6205
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michaelgsharp merged 7 commits intoJun 17, 2022
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@@ Coverage Diff @@
## main #6205 +/- ##
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+ Coverage 68.32% 68.43% +0.11%
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Files 1101 1141 +40
Lines 242236 244678 +2442
Branches 25172 25396 +224
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+ Hits 165505 167451 +1946
- Misses 70163 70589 +426
- Partials 6568 6638 +70
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/azp run |
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Azure Pipelines successfully started running 2 pipeline(s). |
8 tasks
| internal SweepableEstimator[] NumericFeaturizer(string[] outputColumnNames, string[] inputColumnNames) | ||
| { | ||
| throw new NotImplementedException(); | ||
| Contracts.Check(outputColumnNames.Count() == inputColumnNames.Count() && outputColumnNames.Count() > 0, "outputColumnNames and inputColumnNames must have the same length and greater than 0"); |
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I think this will blow up if either of those inputs are null. Make sure they aren't null first.
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| if (overallColumns != null) | ||
| { | ||
| Contracts.Assert(overallColumns.Count() == overallColumns.Distinct().Count(), "detect overlapping among catalogColumns, numericColumns, textColumns and excludedColumns"); |
Contributor
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Nit: changed detect overlapping to detected overlapping.
I'm also personally a fan of the oxford comma.
| } | ||
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| return pipeline; | ||
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Contributor
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Nit: remove extra blank line.
| /// <param name="columnInformation">column information.</param> | ||
| /// <param name="outputColumnName">output feature column.</param> | ||
| /// <param name="excludeColumns">columns that won't be included when featurizing, like label</param> | ||
| /// <returns></returns> |
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Can you add a comment for what it returns.
michaelgsharp
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Jun 17, 2022
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