apache / incubator-hivemall / 168
42%

DEFAULT BRANCH: master
Ran
Jobs 3
Files 358
Run time 2min
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168

Pull #51

travis-ci

web-flow 
Reduced memory usage of RandomForest by utilizing SparseIntMatrix
Pull Request #51: [HIVEMALL-75] Support Sparse Vector Format as the input of RandomForest

711 of 711 new or added lines in 13 files covered. (100.0%)

8211 of 21865 relevant lines covered (37.55%)

10406503.31 hits per line

New Missed Lines in Diff

Lines Coverage ∆ File
3
23.85
 2.42% core/src/main/java/hivemall/utils/math/MathUtils.java
5
47.73
 0.92% core/src/main/java/hivemall/smile/data/Attribute.java
7
84.44
 core/src/main/java/hivemall/utils/stream/StreamUtils.java
10
82.44
 0.0% core/src/main/java/hivemall/smile/classification/DecisionTree.java
23
66.67
 1.04% core/src/main/java/hivemall/smile/utils/SmileExtUtils.java
24
61.94
 0.1% core/src/main/java/hivemall/smile/regression/RegressionTree.java
26
30.22
 0.0% core/src/main/java/hivemall/utils/lang/ArrayUtils.java
28
81.35
 0.29% core/src/main/java/hivemall/smile/classification/RandomForestClassifierUDTF.java
30
27.91
 1.94% core/src/main/java/hivemall/utils/hadoop/HiveUtils.java
48
46.3
 -6.16% core/src/main/java/hivemall/smile/tools/TreePredictUDF.java
49
0.0
 0.0% core/src/main/java/hivemall/smile/regression/RandomForestRegressionUDTF.java
53
0.0
 0.0% core/src/main/java/hivemall/smile/classification/GradientTreeBoostingClassifierUDTF.java
54
0.0
 0.0% core/src/main/java/hivemall/smile/tools/RandomForestEnsembleUDAF.java

Uncovered Existing Lines

Lines Coverage ∆ File
1
95.45
 4.55% core/src/main/java/hivemall/matrix/CSRMatrixBuilder.java
3
0.0
 0.0% core/src/main/java/hivemall/smile/tools/RandomForestEnsembleUDAF.java
5
79.31
 16.35% core/src/main/java/hivemall/matrix/MatrixBuilder.java
7
36.84
 0.0% core/src/main/java/hivemall/utils/collections/SparseDoubleArray.java
8
23.85
 2.42% core/src/main/java/hivemall/utils/math/MathUtils.java
10
30.22
 0.0% core/src/main/java/hivemall/utils/lang/ArrayUtils.java
13
47.06
 1.6% core/src/main/java/hivemall/utils/lang/Primitives.java
19
37.31
 14.13% core/src/main/java/hivemall/utils/collections/DoubleArrayList.java
19
81.35
 0.29% core/src/main/java/hivemall/smile/classification/RandomForestClassifierUDTF.java
21
42.03
 -0.22% core/src/main/java/hivemall/utils/collections/IntArrayList.java
23
66.67
 1.04% core/src/main/java/hivemall/smile/utils/SmileExtUtils.java
47
82.44
 0.0% core/src/main/java/hivemall/smile/classification/DecisionTree.java
66
46.3
 -6.16% core/src/main/java/hivemall/smile/tools/TreePredictUDF.java
74
61.94
 0.1% core/src/main/java/hivemall/smile/regression/RegressionTree.java
85
56.28
 56.28% core/src/main/java/hivemall/evaluation/AUCUDAF.java
104
0.0
 0.0% core/src/main/java/hivemall/smile/regression/RandomForestRegressionUDTF.java
150
0.0
 0.0% core/src/main/java/hivemall/smile/classification/GradientTreeBoostingClassifierUDTF.java
162
27.91
 1.94% core/src/main/java/hivemall/utils/hadoop/HiveUtils.java
Jobs
ID Job ID Ran Files Coverage
1 168.1 567
37.87
 Travis Job 168.1
2 168.2 567
37.87
 Travis Job 168.2
3 168.3 567
37.56
 Travis Job 168.3
Source Files on build 168
Coverage ∆ File Lines Relevant Covered Missed Hits/Line