__init__.py
1 """Available tests for TestSuite reports. 2 Tests grouped into modules. 3 For detailed information see module documentation. 4 """ 5 6 from .classification_performance_tests import TestAccuracyScore 7 from .classification_performance_tests import TestF1ByClass 8 from .classification_performance_tests import TestF1Score 9 from .classification_performance_tests import TestFNR 10 from .classification_performance_tests import TestFPR 11 from .classification_performance_tests import TestLogLoss 12 from .classification_performance_tests import TestPrecisionByClass 13 from .classification_performance_tests import TestPrecisionScore 14 from .classification_performance_tests import TestRecallByClass 15 from .classification_performance_tests import TestRecallScore 16 from .classification_performance_tests import TestRocAuc 17 from .classification_performance_tests import TestTNR 18 from .classification_performance_tests import TestTPR 19 from .data_drift_tests import TestAllFeaturesValueDrift 20 from .data_drift_tests import TestColumnDrift 21 from .data_drift_tests import TestCustomFeaturesValueDrift 22 from .data_drift_tests import TestEmbeddingsDrift 23 from .data_drift_tests import TestNumberOfDriftedColumns 24 from .data_drift_tests import TestShareOfDriftedColumns 25 from .data_integrity_tests import TestAllColumnsShareOfMissingValues 26 from .data_integrity_tests import TestColumnAllConstantValues 27 from .data_integrity_tests import TestColumnAllUniqueValues 28 from .data_integrity_tests import TestColumnNumberOfDifferentMissingValues 29 from .data_integrity_tests import TestColumnNumberOfMissingValues 30 from .data_integrity_tests import TestColumnRegExp 31 from .data_integrity_tests import TestColumnShareOfMissingValues 32 from .data_integrity_tests import TestColumnsType 33 from .data_integrity_tests import TestNumberOfColumns 34 from .data_integrity_tests import TestNumberOfColumnsWithMissingValues 35 from .data_integrity_tests import TestNumberOfConstantColumns 36 from .data_integrity_tests import TestNumberOfDifferentMissingValues 37 from .data_integrity_tests import TestNumberOfDuplicatedColumns 38 from .data_integrity_tests import TestNumberOfDuplicatedRows 39 from .data_integrity_tests import TestNumberOfEmptyColumns 40 from .data_integrity_tests import TestNumberOfEmptyRows 41 from .data_integrity_tests import TestNumberOfMissingValues 42 from .data_integrity_tests import TestNumberOfRows 43 from .data_integrity_tests import TestNumberOfRowsWithMissingValues 44 from .data_integrity_tests import TestShareOfColumnsWithMissingValues 45 from .data_integrity_tests import TestShareOfMissingValues 46 from .data_integrity_tests import TestShareOfRowsWithMissingValues 47 from .data_quality_tests import TestAllColumnsMostCommonValueShare 48 from .data_quality_tests import TestCatColumnsOutOfListValues 49 from .data_quality_tests import TestCategoryCount 50 from .data_quality_tests import TestCategoryShare 51 from .data_quality_tests import TestColumnQuantile 52 from .data_quality_tests import TestColumnValueMax 53 from .data_quality_tests import TestColumnValueMean 54 from .data_quality_tests import TestColumnValueMedian 55 from .data_quality_tests import TestColumnValueMin 56 from .data_quality_tests import TestColumnValueStd 57 from .data_quality_tests import TestConflictPrediction 58 from .data_quality_tests import TestConflictTarget 59 from .data_quality_tests import TestCorrelationChanges 60 from .data_quality_tests import TestHighlyCorrelatedColumns 61 from .data_quality_tests import TestMeanInNSigmas 62 from .data_quality_tests import TestMostCommonValueShare 63 from .data_quality_tests import TestNumberOfOutListValues 64 from .data_quality_tests import TestNumberOfOutRangeValues 65 from .data_quality_tests import TestNumberOfUniqueValues 66 from .data_quality_tests import TestNumColumnsMeanInNSigmas 67 from .data_quality_tests import TestNumColumnsOutOfRangeValues 68 from .data_quality_tests import TestPredictionFeaturesCorrelations 69 from .data_quality_tests import TestShareOfOutListValues 70 from .data_quality_tests import TestShareOfOutRangeValues 71 from .data_quality_tests import TestTargetFeaturesCorrelations 72 from .data_quality_tests import TestTargetPredictionCorrelation 73 from .data_quality_tests import TestUniqueValuesShare 74 from .data_quality_tests import TestValueList 75 from .data_quality_tests import TestValueRange 76 from .recsys_tests import TestARP 77 from .recsys_tests import TestCoverage 78 from .recsys_tests import TestDiversity 79 from .recsys_tests import TestFBetaTopK 80 from .recsys_tests import TestGiniIndex 81 from .recsys_tests import TestHitRateK 82 from .recsys_tests import TestMAPK 83 from .recsys_tests import TestMARK 84 from .recsys_tests import TestMRRK 85 from .recsys_tests import TestNDCGK 86 from .recsys_tests import TestNovelty 87 from .recsys_tests import TestPersonalization 88 from .recsys_tests import TestPrecisionTopK 89 from .recsys_tests import TestRecallTopK 90 from .recsys_tests import TestScoreEntropy 91 from .recsys_tests import TestSerendipity 92 from .regression_performance_tests import TestValueAbsMaxError 93 from .regression_performance_tests import TestValueMAE 94 from .regression_performance_tests import TestValueMAPE 95 from .regression_performance_tests import TestValueMeanError 96 from .regression_performance_tests import TestValueR2Score 97 from .regression_performance_tests import TestValueRMSE 98 99 __all__ = [ 100 "TestAccuracyScore", 101 "TestF1ByClass", 102 "TestF1Score", 103 "TestFNR", 104 "TestFPR", 105 "TestLogLoss", 106 "TestPrecisionByClass", 107 "TestPrecisionScore", 108 "TestRecallByClass", 109 "TestRecallScore", 110 "TestRocAuc", 111 "TestTNR", 112 "TestTPR", 113 "TestAllFeaturesValueDrift", 114 "TestCategoryCount", 115 "TestCategoryShare", 116 "TestColumnDrift", 117 "TestCustomFeaturesValueDrift", 118 "TestEmbeddingsDrift", 119 "TestNumberOfDriftedColumns", 120 "TestShareOfDriftedColumns", 121 "TestAllColumnsShareOfMissingValues", 122 "TestColumnAllConstantValues", 123 "TestColumnAllUniqueValues", 124 "TestColumnNumberOfDifferentMissingValues", 125 "TestColumnNumberOfMissingValues", 126 "TestColumnRegExp", 127 "TestColumnShareOfMissingValues", 128 "TestColumnsType", 129 "TestNumberOfColumns", 130 "TestNumberOfColumnsWithMissingValues", 131 "TestNumberOfConstantColumns", 132 "TestNumberOfDifferentMissingValues", 133 "TestNumberOfDuplicatedColumns", 134 "TestNumberOfDuplicatedRows", 135 "TestNumberOfEmptyColumns", 136 "TestNumberOfEmptyRows", 137 "TestNumberOfMissingValues", 138 "TestNumberOfRows", 139 "TestNumberOfRowsWithMissingValues", 140 "TestShareOfColumnsWithMissingValues", 141 "TestShareOfMissingValues", 142 "TestShareOfRowsWithMissingValues", 143 "TestAllColumnsMostCommonValueShare", 144 "TestCatColumnsOutOfListValues", 145 "TestColumnQuantile", 146 "TestColumnValueMax", 147 "TestColumnValueMean", 148 "TestColumnValueMedian", 149 "TestColumnValueMin", 150 "TestColumnValueStd", 151 "TestConflictPrediction", 152 "TestConflictTarget", 153 "TestCorrelationChanges", 154 "TestHighlyCorrelatedColumns", 155 "TestMeanInNSigmas", 156 "TestMostCommonValueShare", 157 "TestNumberOfOutListValues", 158 "TestNumberOfOutRangeValues", 159 "TestNumberOfUniqueValues", 160 "TestNumColumnsMeanInNSigmas", 161 "TestNumColumnsOutOfRangeValues", 162 "TestPredictionFeaturesCorrelations", 163 "TestShareOfOutListValues", 164 "TestShareOfOutRangeValues", 165 "TestTargetFeaturesCorrelations", 166 "TestTargetPredictionCorrelation", 167 "TestUniqueValuesShare", 168 "TestValueList", 169 "TestValueRange", 170 "TestValueAbsMaxError", 171 "TestValueMAE", 172 "TestValueMAPE", 173 "TestValueMeanError", 174 "TestValueR2Score", 175 "TestValueRMSE", 176 "TestFBetaTopK", 177 "TestHitRateK", 178 "TestMAPK", 179 "TestMRRK", 180 "TestMARK", 181 "TestNDCGK", 182 "TestPrecisionTopK", 183 "TestRecallTopK", 184 "TestNovelty", 185 "TestPersonalization", 186 "TestSerendipity", 187 "TestDiversity", 188 "TestARP", 189 "TestGiniIndex", 190 "TestCoverage", 191 "TestScoreEntropy", 192 ]