facebookresearch / Kats
Duplication

Places in code with 6 or more lines that are exactly the same.

Intro
  • For duplication, we look at places in code where there are 6 or more lines of code that are exactly the same.
  • Before duplication is calculated, the code is cleaned to remove empty lines, comments, and frequently duplicated constructs such as imports.
  • You should aim at having as little as possible (<5%) of duplicated code as high-level of duplication can lead to maintenance difficulties, poor factoring, and logical contradictions.
Learn more...
Duplication Overall
  • 14% duplication:
    • 18,928 cleaned lines of cleaned code (without empty lines, comments, and frequently duplicated constructs such as imports)
    • 2,785 duplicated lines
  • 346 duplicates
system14% (2,785 lines)
Duplication per Extension
py14% (2,785 lines)
Duplication per Component (primary)
kats/models17% (1,525 lines)
kats/detectors10% (611 lines)
kats/utils21% (543 lines)
kats/tsfeatures6% (82 lines)
kats/graphics11% (12 lines)
kats1% (12 lines)
ROOT0% (0 lines)
sphinx/source0% (0 lines)
kats/evaluation0% (0 lines)
kats/data0% (0 lines)

Duplication Between Components (50+ lines)

G kats/models kats/models kats/utils kats/utils kats/models--kats/utils 224 kats/tsfeatures kats/tsfeatures kats/models--kats/tsfeatures 130 kats/detectors kats/detectors kats/detectors--kats/models 84

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Show more details on duplication between components...
Longest Duplicates
The list of 20 longest duplicates.
See data for all 346 duplicates...
Size#FoldersFilesLinesCode
55 x 2 kats/models/nowcasting
kats/models/nowcasting
dynamic_nowcasting.py
nowcastingplus.py
 83:154 (32%)
82:153 (41%)
 view
37 x 2 kats/models/metalearner
kats/utils
get_metadata.py
backtesters.py
 333:373 (14%)
183:234 (5%)
 view
37 x 2 kats/models/globalmodel
kats/models/globalmodel
ensemble.py
model.py
 423:477 (9%)
837:889 (4%)
 view
36 x 2 kats/utils
kats/utils
time_series_parameter_tuning.py
time_series_parameter_tuning.py
 697:732 (6%)
795:830 (6%)
 view
25 x 2 kats/models/nowcasting
kats/tsfeatures
feature_extraction.py
tsfeatures.py
 219:251 (12%)
1733:1765 (2%)
 view
23 x 2 kats/models/globalmodel
kats/utils
backtester.py
backtesters.py
 526:550 (5%)
299:323 (3%)
 view
22 x 2 kats/detectors
kats/detectors
stat_sig_detector.py
stat_sig_detector.py
 501:533 (3%)
850:880 (3%)
 view
22 x 2 kats/utils
kats/utils
parameter_tuning_utils.py
parameter_tuning_utils.py
 186:207 (11%)
276:297 (11%)
 view
22 x 2 kats/models/globalmodel
kats/models/globalmodel
utils.py
utils.py
 633:657 (1%)
741:763 (1%)
 view
20 x 2 kats/models/globalmodel
kats/models/globalmodel
ensemble.py
model.py
 479:498 (5%)
891:910 (2%)
 view
19 x 2 kats/models/ensemble
kats/models/ensemble
kats_ensemble.py
kats_ensemble.py
 305:325 (3%)
598:618 (3%)
 view
19 x 2 kats/models/globalmodel
kats/models/globalmodel
utils.py
utils.py
 659:691 (1%)
766:799 (1%)
 view
19 x 2 kats/models
kats/models
prophet.py
prophet.py
 153:171 (6%)
271:289 (6%)
 view
18 x 2 kats/models/metalearner
kats/utils
get_metadata.py
backtesters.py
 379:397 (6%)
238:260 (2%)
 view
18 x 2 kats/detectors
kats/detectors
changepoint_evaluator.py
changepoint_evaluator.py
 465:484 (4%)
513:532 (4%)
 view
18 x 2 kats/models/ensemble
kats/models/ensemble
kats_ensemble.py
weighted_avg_ensemble.py
 756:788 (3%)
52:84 (21%)
 view
18 x 2 kats/utils
kats/utils
backtesters.py
backtesters.py
 449:466 (2%)
833:850 (2%)
 view
17 x 2 kats/models/nowcasting
kats/models/nowcasting
dynamic_nowcasting.py
nowcastingplus.py
 289:320 (9%)
227:257 (12%)
 view
16 x 2 kats/models/nowcasting
kats/tsfeatures
feature_extraction.py
tsfeatures.py
 171:188 (8%)
1685:1702 (1%)
 view
15 x 2 kats/utils
kats/utils
backtesters.py
emp_confidence_int.py
 836:850 (2%)
76:90 (7%)
 view
Duplicated Units
The list of top 16 duplicated units.
See data for all 16 unit duplicates...
Size#FoldersFilesLinesCode
10 x 2 kats/models/nowcasting
kats/models/nowcasting
dynamic_nowcasting.py
nowcastingplus.py
 0:0 
0:0 
 view
12 x 2 kats/models/globalmodel
kats/models/globalmodel
utils.py
utils.py
 0:0 
0:0 
 view
8 x 2 kats/models/ensemble
kats/models/ensemble
weighted_avg_ensemble.py
median_ensemble.py
 0:0 
0:0 
 view
8 x 2 kats/detectors
kats/detectors
detector_consts.py
detector_consts.py
 0:0 
0:0 
 view
8 x 2 kats/detectors
kats/detectors
changepoint_evaluator.py
changepoint_evaluator.py
 0:0 
0:0 
 view
7 x 3 kats/models
kats/models
kats/models
holtwinters.py
linear_model.py
quadratic_model.py
 0:0 
0:0 
0:0 
 view
7 x 2 kats/models/globalmodel
kats/models/globalmodel
model.py
ensemble.py
 0:0 
0:0 
 view
7 x 2 kats/models/globalmodel
kats/models/globalmodel
model.py
ensemble.py
 0:0 
0:0 
 view
7 x 2 kats/models/globalmodel
kats/models/globalmodel
utils.py
utils.py
 0:0 
0:0 
 view
7 x 2 kats/detectors
kats/detectors
threshold_detector.py
cusum_model.py
 0:0 
0:0 
 view
7 x 2 kats/models/ensemble
kats/models/ensemble
weighted_avg_ensemble.py
kats_ensemble.py
 0:0 
0:0 
 view
6 x 2 kats/models/nowcasting
kats/tsfeatures
feature_extraction.py
tsfeatures.py
 0:0 
0:0 
 view
6 x 2 kats/detectors
kats/detectors
residual_translation.py
residual_translation.py
 0:0 
0:0 
 view
13 x 2 kats/utils
kats/utils
backtesters.py
backtesters.py
 0:0 
0:0 
 view
7 x 2 kats/models/nowcasting
kats/models/nowcasting
dynamic_nowcasting.py
nowcastingplus.py
 0:0 
0:0 
 view
6 x 2 kats/detectors
kats/detectors
threshold_detector.py
prophet_detector.py
 0:0 
0:0 
 view