apache / incubator-hivemall / 462
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Jobs 2
Files 418
Run time 5min
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462

Pull #105

travis-ci

web-flow 
Fixed a bug in ffm_predict
Pull Request #105: [WIP][HIVEMALL-24] Scalable field-aware factorization machines

750 of 750 new or added lines in 29 files covered. (100.0%)

10878 of 27131 relevant lines covered (40.09%)

5977408.96 hits per line

New Missed Lines in Diff

Lines Coverage ∆ File
1
88.64
 0.0% core/src/main/java/hivemall/common/ConversionState.java
1
82.35
 0.0% core/src/main/java/hivemall/fm/FMStringFeatureMapModel.java
1
0.0
 0.0% core/src/main/java/hivemall/ftvec/ranking/PositiveOnlyFeedback.java
1
9.38
 0.0% core/src/main/java/hivemall/model/AbstractPredictionModel.java
1
27.27
 0.0% core/src/main/java/hivemall/model/SparseModel.java
3
72.25
 0.0% core/src/main/java/hivemall/fm/Feature.java
3
0.0
 0.0% core/src/main/java/hivemall/ftvec/trans/QuantifiedFeaturesUDTF.java
4
90.43
 0.0% core/src/main/java/hivemall/fm/FMHyperParameters.java
4
32.8
 0.0% core/src/main/java/hivemall/utils/math/MathUtils.java
5
83.72
 0.0% core/src/main/java/hivemall/ftvec/trans/VectorizeFeaturesUDF.java
7
79.52
 -5.22% core/src/main/java/hivemall/utils/collections/maps/Int2LongOpenHashTable.java
8
79.01
 -12.35% core/src/main/java/hivemall/fm/Entry.java
9
54.76
 -5.95% core/src/main/java/hivemall/utils/buffer/HeapBuffer.java
13
0.0
 0.0% core/src/main/java/hivemall/ftvec/trans/FFMFeaturesUDF.java
14
70.99
 -7.34% core/src/main/java/hivemall/fm/FFMStringFeatureMapModel.java
18
52.67
 0.0% core/src/main/java/hivemall/utils/collections/maps/OpenHashMap.java
23
29.98
 -1.78% core/src/main/java/hivemall/utils/hadoop/HiveUtils.java
26
0.0
 0.0% core/src/main/java/hivemall/ftvec/trans/CategoricalFeaturesUDF.java
29
68.55
 -2.76% core/src/main/java/hivemall/fm/FieldAwareFactorizationMachineUDTF.java
29
0.0
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38
49.75
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43.21
 0.0% core/src/main/java/hivemall/fm/FieldAwareFactorizationMachineModel.java
70
0.0
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 core/src/main/java/hivemall/fm/FFMPredictGenericUDAF.java

Uncovered Existing Lines

Lines Coverage ∆ File
1
90.43
 0.0% core/src/main/java/hivemall/fm/FMHyperParameters.java
1
96.15
 0.0% core/src/main/java/hivemall/fm/IntFeature.java
1
87.06
 -1.18% core/src/main/java/hivemall/utils/lang/HalfFloat.java
2
83.72
 0.0% core/src/main/java/hivemall/ftvec/trans/VectorizeFeaturesUDF.java
3
47.32
 -2.68% core/src/main/java/hivemall/utils/io/FastMultiByteArrayOutputStream.java
3
11.81
 -2.08% core/src/main/java/hivemall/utils/io/IOUtils.java
5
0.0
 0.0% core/src/main/java/hivemall/ftvec/trans/QuantitativeFeaturesUDF.java
5
12.83
 -1.21% core/src/main/java/hivemall/utils/lang/ArrayUtils.java
6
68.55
 -2.76% core/src/main/java/hivemall/fm/FieldAwareFactorizationMachineUDTF.java
6
0.0
 0.0% core/src/main/java/hivemall/ftvec/trans/CategoricalFeaturesUDF.java
6
23.08
 -46.15% core/src/main/java/hivemall/utils/io/FinishableOutputStreamAdapter.java
8
53.66
 -19.51% core/src/main/java/hivemall/utils/lang/NumberUtils.java
9
79.01
 -12.35% core/src/main/java/hivemall/fm/Entry.java
9
65.52
 -15.52% core/src/main/java/hivemall/utils/io/Base91InputStream.java
13
0.0
 0.0% core/src/main/java/hivemall/ftvec/trans/QuantifiedFeaturesUDTF.java
16
0.0
 -30.19% core/src/main/java/hivemall/utils/io/CompressionStreamFactory.java
19
46.67
 6.67% core/src/main/java/hivemall/utils/lang/Primitives.java
20
42.31
 -25.64% core/src/main/java/hivemall/utils/lang/ObjectUtils.java
23
70.99
 -7.34% core/src/main/java/hivemall/fm/FFMStringFeatureMapModel.java
27
32.8
 0.0% core/src/main/java/hivemall/utils/math/MathUtils.java
28
52.67
 0.0% core/src/main/java/hivemall/utils/collections/maps/OpenHashMap.java
31
0.0
 0.0% core/src/main/java/hivemall/ftvec/pairing/FeaturePairsUDTF.java
31
54.76
 -5.95% core/src/main/java/hivemall/utils/buffer/HeapBuffer.java
32
72.25
 0.0% core/src/main/java/hivemall/fm/Feature.java
35
71.96
 0.0% core/src/main/java/hivemall/utils/collections/maps/OpenHashTable.java
36
0.0
 0.0% core/src/main/java/hivemall/ftvec/trans/FFMFeaturesUDF.java
38
75.71
 0.0% core/src/main/java/hivemall/utils/collections/maps/Long2IntOpenHashTable.java
39
79.52
 -5.22% core/src/main/java/hivemall/utils/collections/maps/Int2LongOpenHashTable.java
41
61.03
 0.0% core/src/main/java/hivemall/utils/collections/maps/Int2FloatOpenHashTable.java
44
43.21
 0.0% core/src/main/java/hivemall/fm/FieldAwareFactorizationMachineModel.java
44
49.75
 0.0% core/src/main/java/hivemall/utils/collections/maps/IntOpenHashTable.java
62
0.0
 0.0% core/src/main/java/hivemall/tools/array/ArrayAvgGenericUDAF.java
68
0.0
 0.0% core/src/main/java/hivemall/fm/FMPredictGenericUDAF.java
74
30.36
 0.0% core/src/main/java/hivemall/utils/collections/maps/Long2DoubleOpenHashTable.java
87
0.0
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90
0.0
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142
29.98
 -1.78% core/src/main/java/hivemall/utils/hadoop/HiveUtils.java
Jobs
ID Job ID Ran Files Coverage
1 462.1 680
40.45
 Travis Job 462.1
2 462.2 681
40.15
 Travis Job 462.2
Source Files on build 462
Coverage ∆ File Lines Relevant Covered Missed Hits/Line