apache / incubator-hivemall / 578
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DEFAULT BRANCH: master
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Jobs 2
Files 420
Run time 15min
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Close #105: [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%)

6257509.09 hits per line

New Missed Lines in Diff

Lines Coverage ∆ File
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
1
34.55
 1.75% core/src/main/java/hivemall/utils/math/MathUtils.java
2
0.0
 0.0% core/src/main/java/hivemall/ftvec/trans/QuantifiedFeaturesUDTF.java
3
85.11
 -3.53% core/src/main/java/hivemall/common/ConversionState.java
3
0.0
 0.0% core/src/main/java/hivemall/fm/FMPredictGenericUDAF.java
4
0.0
 0.0% core/src/main/java/hivemall/tools/array/ArrayAvgGenericUDAF.java
5
89.11
 -1.32% core/src/main/java/hivemall/fm/FMHyperParameters.java
6
83.13
 -1.61% core/src/main/java/hivemall/utils/collections/maps/Int2LongOpenHashTable.java
7
73.08
 0.82% core/src/main/java/hivemall/fm/Feature.java
10
56.96
 13.75% core/src/main/java/hivemall/fm/FieldAwareFactorizationMachineModel.java
10
54.76
 -5.95% core/src/main/java/hivemall/utils/buffer/HeapBuffer.java
13
48.39
 -24.78% core/src/main/java/hivemall/utils/lang/NumberUtils.java
20
71.2
 -20.16% core/src/main/java/hivemall/fm/Entry.java
20
0.0
 core/src/main/java/hivemall/ftvec/trans/AddFieldIndicesUDF.java
22
0.0
 0.0% core/src/main/java/hivemall/ftvec/trans/FFMFeaturesUDF.java
22
48.34
 -4.33% core/src/main/java/hivemall/utils/collections/maps/OpenHashMap.java
23
60.29
 -23.43% core/src/main/java/hivemall/ftvec/trans/VectorizeFeaturesUDF.java
29
29.69
 -2.07% core/src/main/java/hivemall/utils/hadoop/HiveUtils.java
35
66.26
 -12.08% core/src/main/java/hivemall/fm/FFMStringFeatureMapModel.java
35
12.5
 core/src/main/java/hivemall/utils/hashing/HashUtils.java
39
74.51
 core/src/main/java/hivemall/utils/collections/maps/Int2LongOpenHashMap.java
42
58.65
 -12.66% core/src/main/java/hivemall/fm/FieldAwareFactorizationMachineUDTF.java
45
0.0
 0.0% core/src/main/java/hivemall/ftvec/trans/QuantitativeFeaturesUDF.java
47
42.15
 -7.6% core/src/main/java/hivemall/utils/collections/maps/IntOpenHashTable.java
52
0.0
 0.0% core/src/main/java/hivemall/ftvec/trans/CategoricalFeaturesUDF.java
77
0.0
 0.0% core/src/main/java/hivemall/ftvec/pairing/FeaturePairsUDTF.java
99
0.0
 core/src/main/java/hivemall/fm/FFMPredictGenericUDAF.java

Uncovered Existing Lines

Lines Coverage ∆ File
1
87.06
 -1.18% core/src/main/java/hivemall/utils/lang/HalfFloat.java
1
34.55
 1.75% core/src/main/java/hivemall/utils/math/MathUtils.java
1
0.0
 0.0% core/src/main/java/hivemall/ftvec/trans/CategoricalFeaturesUDF.java
1
0.0
 0.0% core/src/main/java/hivemall/ftvec/trans/QuantitativeFeaturesUDF.java
1
60.29
 -23.43% core/src/main/java/hivemall/ftvec/trans/VectorizeFeaturesUDF.java
1
0.0
 0.0% core/src/main/java/hivemall/fm/FMPredictGenericUDAF.java
1
58.65
 -12.66% core/src/main/java/hivemall/fm/FieldAwareFactorizationMachineUDTF.java
1
0.0
 0.0% core/src/main/java/hivemall/ftvec/pairing/FeaturePairsUDTF.java
3
70.56
 -1.4% core/src/main/java/hivemall/utils/collections/maps/OpenHashTable.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
12.83
 -1.21% core/src/main/java/hivemall/utils/lang/ArrayUtils.java
5
0.0
 0.0% core/src/main/java/hivemall/ftvec/trans/FFMFeaturesUDF.java
5
66.26
 -12.08% core/src/main/java/hivemall/fm/FFMStringFeatureMapModel.java
6
23.08
 -46.15% core/src/main/java/hivemall/utils/io/FinishableOutputStreamAdapter.java
8
48.39
 -24.78% core/src/main/java/hivemall/utils/lang/NumberUtils.java
9
65.52
 -15.52% core/src/main/java/hivemall/utils/io/Base91InputStream.java
10
54.76
 -5.95% core/src/main/java/hivemall/utils/buffer/HeapBuffer.java
11
71.2
 -20.16% core/src/main/java/hivemall/fm/Entry.java
14
83.13
 -1.61% core/src/main/java/hivemall/utils/collections/maps/Int2LongOpenHashTable.java
16
0.0
 -30.19% core/src/main/java/hivemall/utils/io/CompressionStreamFactory.java
20
42.31
 -25.64% core/src/main/java/hivemall/utils/lang/ObjectUtils.java
Jobs
ID Job ID Ran Files Coverage
1 578.1 680
40.57
 Travis Job 578.1
2 578.2 681
40.26
 Travis Job 578.2
Source Files on build 578
Coverage ∆ File Lines Relevant Covered Missed Hits/Line