apache / incubator-hivemall / 579
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DEFAULT BRANCH: master
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Jobs 2
Files 420
Run time 3min
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Close #105, Close #58: [HIVEMALL-24-2] Make ffm_predict function more scalable by creating its UDAF implementation

1176 of 1176 new or added lines in 34 files covered. (100.0%)

11040 of 27464 relevant lines covered (40.2%)

6254696.74 hits per line

New Missed Lines in Diff

Lines Coverage ∆ File
1
100.0
 core/src/main/java/hivemall/fm/FMStringFeatureMapModel.java
1
100.0
 core/src/main/java/hivemall/ftvec/ranking/PositiveOnlyFeedback.java
1
100.0
 core/src/main/java/hivemall/model/AbstractPredictionModel.java
1
100.0
 core/src/main/java/hivemall/model/SparseModel.java
1
100.0
 core/src/main/java/hivemall/utils/math/MathUtils.java
2
100.0
 core/src/main/java/hivemall/ftvec/trans/QuantifiedFeaturesUDTF.java
3
100.0
 core/src/main/java/hivemall/common/ConversionState.java
3
100.0
 core/src/main/java/hivemall/fm/FMPredictGenericUDAF.java
4
100.0
 core/src/main/java/hivemall/tools/array/ArrayAvgGenericUDAF.java
5
100.0
 core/src/main/java/hivemall/fm/FMHyperParameters.java
6
100.0
 core/src/main/java/hivemall/utils/collections/maps/Int2LongOpenHashTable.java
7
100.0
 core/src/main/java/hivemall/fm/Feature.java
10
100.0
 core/src/main/java/hivemall/fm/FieldAwareFactorizationMachineModel.java
10
100.0
 core/src/main/java/hivemall/utils/buffer/HeapBuffer.java
13
100.0
 core/src/main/java/hivemall/utils/lang/NumberUtils.java
20
100.0
 core/src/main/java/hivemall/fm/Entry.java
20
100.0
 core/src/main/java/hivemall/ftvec/trans/AddFieldIndicesUDF.java
22
100.0
 core/src/main/java/hivemall/ftvec/trans/FFMFeaturesUDF.java
22
100.0
 core/src/main/java/hivemall/utils/collections/maps/OpenHashMap.java
23
100.0
 core/src/main/java/hivemall/ftvec/trans/VectorizeFeaturesUDF.java
29
100.0
 core/src/main/java/hivemall/utils/hadoop/HiveUtils.java
35
100.0
 core/src/main/java/hivemall/fm/FFMStringFeatureMapModel.java
35
100.0
 core/src/main/java/hivemall/utils/hashing/HashUtils.java
39
100.0
 core/src/main/java/hivemall/utils/collections/maps/Int2LongOpenHashMap.java
42
100.0
 core/src/main/java/hivemall/fm/FieldAwareFactorizationMachineUDTF.java
45
100.0
 core/src/main/java/hivemall/ftvec/trans/QuantitativeFeaturesUDF.java
47
100.0
 core/src/main/java/hivemall/utils/collections/maps/IntOpenHashTable.java
52
100.0
 core/src/main/java/hivemall/ftvec/trans/CategoricalFeaturesUDF.java
77
100.0
 core/src/main/java/hivemall/ftvec/pairing/FeaturePairsUDTF.java
99
100.0
 core/src/main/java/hivemall/fm/FFMPredictGenericUDAF.java

Uncovered Existing Lines

Lines Coverage ∆ File
1
100.0
 core/src/main/java/hivemall/fm/IntFeature.java
2
100.0
 core/src/main/java/hivemall/fm/FMHyperParameters.java
3
100.0
 core/src/main/java/hivemall/ftvec/trans/VectorizeFeaturesUDF.java
4
100.0
 core/src/main/java/hivemall/ftvec/trans/CategoricalFeaturesUDF.java
7
100.0
 core/src/main/java/hivemall/fm/FieldAwareFactorizationMachineUDTF.java
10
100.0
 core/src/main/java/hivemall/ftvec/trans/QuantitativeFeaturesUDF.java
13
100.0
 core/src/main/java/hivemall/ftvec/trans/QuantifiedFeaturesUDTF.java
15
100.0
 core/src/main/java/hivemall/fm/Entry.java
16
100.0
 core/src/main/java/hivemall/utils/lang/Primitives.java
20
100.0
 core/src/main/java/hivemall/fm/FFMStringFeatureMapModel.java
23
100.0
 core/src/main/java/hivemall/utils/buffer/HeapBuffer.java
23
100.0
 core/src/main/java/hivemall/utils/collections/maps/Int2LongOpenHashTable.java
28
100.0
 core/src/main/java/hivemall/utils/math/MathUtils.java
31
100.0
 core/src/main/java/hivemall/ftvec/trans/FFMFeaturesUDF.java
35
100.0
 core/src/main/java/hivemall/utils/collections/maps/OpenHashMap.java
35
100.0
 core/src/main/java/hivemall/ftvec/pairing/FeaturePairsUDTF.java
36
100.0
 core/src/main/java/hivemall/utils/collections/maps/OpenHashTable.java
38
100.0
 core/src/main/java/hivemall/utils/collections/maps/Long2IntOpenHashTable.java
39
100.0
 core/src/main/java/hivemall/fm/Feature.java
41
100.0
 core/src/main/java/hivemall/utils/collections/maps/Int2FloatOpenHashTable.java
61
100.0
 core/src/main/java/hivemall/utils/collections/maps/IntOpenHashTable.java
61
100.0
 core/src/main/java/hivemall/tools/array/ArrayAvgGenericUDAF.java
68
100.0
 core/src/main/java/hivemall/fm/FMPredictGenericUDAF.java
74
100.0
 core/src/main/java/hivemall/utils/collections/maps/Long2DoubleOpenHashTable.java
87
100.0
 core/src/main/java/hivemall/utils/collections/maps/Int2IntOpenHashTable.java
90
100.0
 core/src/main/java/hivemall/utils/collections/maps/Long2FloatOpenHashTable.java
90
100.0
 core/src/main/java/hivemall/fm/FieldAwareFactorizationMachineModel.java
155
100.0
 core/src/main/java/hivemall/utils/hadoop/HiveUtils.java
Jobs
ID Job ID Ran Files Coverage
1 579.1 0
40.57
 Travis Job 579.1
2 579.2 0
40.26
 Travis Job 579.2
Source Files on build 579
Detailed source file information is not available for this build.