Assert exception is thrown if both multi-column and single-column params are set | 15 ms | Passed |
Multiple Columns: Compare single/multiple column(s) QuantileDiscretizer in pipeline | 0.7 sec | Passed |
Multiple Columns: Comparing setting numBuckets with setting numBucketsArray explicitly with identical values | 0.38 sec | Passed |
Multiple Columns: Mismatched sizes of inputCols/numBucketsArray | 17 ms | Passed |
Multiple Columns: Mismatched sizes of inputCols/outputCols | 17 ms | Passed |
Multiple Columns: Set both of numBuckets/numBucketsArray | 13 ms | Passed |
Multiple Columns: Test numBucketsArray | 0.46 sec | Passed |
Multiple Columns: Test observed number of buckets and their sizes match expected values | 16 sec | Passed |
Multiple Columns: Test on data with high proportion of duplicated values | 1.1 sec | Passed |
Multiple Columns: Test transform on data with NaN value | 1.1 sec | Passed |
Multiple Columns: read/write | 0.37 sec | Passed |
Setting inputCol without setting outputCol | 0.32 sec | Passed |
Setting numBucketsArray for Single-Column QuantileDiscretizer | 13 ms | Passed |
Test observed number of buckets and their sizes match expected values | 10 sec | Passed |
Test on data with high proportion of duplicated values | 2.1 sec | Passed |
Test transform method on unseen data | 1.1 sec | Passed |
Test transform on data with NaN value | 1.3 sec | Passed |
Verify resulting model has parent | 59 ms | Passed |
[SPARK-31676] QuantileDiscretizer raise error parameter splits given invalid value | 65 ms | Passed |
read/write | 0.94 sec | Passed |