facebookresearch / Context-Aware-Representation-Crop-Yield-Prediction
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
  • 41% duplication:
    • 5,351 cleaned lines of cleaned code (without empty lines, comments, and frequently duplicated constructs such as imports)
    • 2,225 duplicated lines
  • 182 duplicates
system41% (2,225 lines)
Duplication per Extension
py41% (2,225 lines)
Duplication per Component (primary)
crop_yield_prediction94% (795 lines)
ROOT62% (470 lines)
data_preprocessing/sample_quadruplets54% (225 lines)
data_preprocessing/preprocess22% (140 lines)
data_preprocessing/rescaling25% (130 lines)
data_preprocessing/postprocess25% (99 lines)
crop_yield_prediction/plot36% (86 lines)
crop_yield_prediction/dataloader61% (86 lines)
crop_yield_prediction/models6% (64 lines)
data_preprocessing/plot50% (60 lines)
crop_yield_prediction/utils34% (42 lines)
data_preprocessing/utils25% (22 lines)
data_preprocessing/merge13% (6 lines)
data_preprocessing0% (0 lines)

Duplication Between Components (50+ lines)

G crop_yield_prediction/plot crop_yield_prediction/plot data_preprocessing/plot data_preprocessing/plot crop_yield_prediction/plot--data_preprocessing/plot 144

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Longest Duplicates
The list of 20 longest duplicates.
See data for all 182 duplicates...
Size#FoldersFilesLinesCode
74 x 2 crop_yield_prediction
crop_yield_prediction
train_c3d.py
train_cnn_lstm.py
 18:129 (44%)
18:129 (44%)
 view
68 x 2 crop_yield_prediction
crop_yield_prediction
train_cross_location.py
train_semi_transformer.py
 35:129 (27%)
39:133 (26%)
 view
57 x 2 data_preprocessing/sample_quadruplets
data_preprocessing/sample_quadruplets
sample_for_counties.py
sample_for_pretrained.py
 246:315 (23%)
177:246 (34%)
 view
44 x 2 crop_yield_prediction
crop_yield_prediction
train_c3d.py
train_cnn_lstm.py
 132:196 (26%)
132:196 (26%)
 view
44 x 2 crop_yield_prediction
crop_yield_prediction
train_cross_location.py
train_semi_transformer.py
 132:189 (18%)
140:197 (16%)
 view
42 x 2 crop_yield_prediction
crop_yield_prediction
train_cross_location.py
train_semi_transformer.py
 298:353 (17%)
316:371 (16%)
 view
34 x 2 ROOT
ROOT
crop_yield_train_c3d.py
crop_yield_train_cnn_lstm.py
 39:81 (30%)
41:83 (28%)
 view
33 x 2 crop_yield_prediction
crop_yield_prediction
train_c3d.py
train_cnn_lstm.py
 214:260 (20%)
214:260 (20%)
 view
30 x 2 crop_yield_prediction/plot
data_preprocessing/plot
plot_crop_yield.py
counties_plot.py
 31:64 (60%)
29:62 (43%)
 view
29 x 2 crop_yield_prediction/dataloader
crop_yield_prediction/dataloader
c3d_dataloader.py
cnn_lstm_dataloader.py
 20:53 (76%)
20:53 (78%)
 view
28 x 2 crop_yield_prediction/dataloader
crop_yield_prediction/dataloader
cnn_lstm_dataloader.py
semi_cropyield_dataloader.py
 20:51 (75%)
20:51 (77%)
 view
28 x 2 crop_yield_prediction/dataloader
crop_yield_prediction/dataloader
c3d_dataloader.py
semi_cropyield_dataloader.py
 20:51 (73%)
20:51 (77%)
 view
27 x 2 ROOT
ROOT
crop_yield_train_c3d.py
crop_yield_train_cnn_lstm.py
 88:115 (24%)
93:120 (22%)
 view
27 x 2 crop_yield_prediction
crop_yield_prediction
train_cross_location.py
train_semi_transformer.py
 214:252 (11%)
228:266 (10%)
 view
26 x 2 ROOT
ROOT
crop_yield_train_cross_location.py
crop_yield_train_semi_transformer.py
 198:227 (13%)
184:213 (14%)
 view
26 x 2 crop_yield_prediction
crop_yield_prediction
train_c3d.py
train_cross_location.py
 145:180 (15%)
227:262 (10%)
 view
26 x 2 ROOT
ROOT
crop_yield_train_cross_location.py
crop_yield_train_semi_transformer.py
 27:54 (13%)
27:54 (14%)
 view
26 x 2 crop_yield_prediction
crop_yield_prediction
train_cnn_lstm.py
train_cross_location.py
 145:180 (15%)
227:262 (10%)
 view
25 x 2 ROOT
ROOT
crop_yield_train_cnn_lstm.py
crop_yield_train_semi_transformer.py
 52:83 (21%)
82:113 (14%)
 view
25 x 2 ROOT
ROOT
crop_yield_train_c3d.py
crop_yield_train_semi_transformer.py
 50:81 (22%)
82:113 (14%)
 view
Duplicated Units
The list of top 11 duplicated units.
See data for all 11 unit duplicates...
Size#FoldersFilesLinesCode
29 x 2 crop_yield_prediction
crop_yield_prediction
train_c3d.py
train_cnn_lstm.py
 0:0 
0:0 
 view
26 x 2 crop_yield_prediction
crop_yield_prediction
train_cross_location.py
train_semi_transformer.py
 0:0 
0:0 
 view
24 x 2 data_preprocessing/sample_quadruplets
data_preprocessing/sample_quadruplets
sample_for_counties.py
sample_for_pretrained.py
 0:0 
0:0 
 view
21 x 2 crop_yield_prediction
crop_yield_prediction
train_c3d.py
train_cnn_lstm.py
 0:0 
0:0 
 view
19 x 2 crop_yield_prediction
crop_yield_prediction
train_c3d.py
train_cnn_lstm.py
 0:0 
0:0 
 view
21 x 2 crop_yield_prediction/plot
data_preprocessing/plot
plot_crop_yield.py
counties_plot.py
 0:0 
0:0 
 view
15 x 2 data_preprocessing/sample_quadruplets
data_preprocessing/sample_quadruplets
sample_for_counties.py
sample_for_pretrained.py
 0:0 
0:0 
 view
11 x 2 crop_yield_prediction/plot
data_preprocessing/plot
plot_crop_yield_prediction_error.py
counties_plot.py
 0:0 
0:0 
 view
10 x 3 crop_yield_prediction/dataloader
crop_yield_prediction/dataloader
crop_yield_prediction/dataloader
cnn_lstm_dataloader.py
c3d_dataloader.py
semi_cropyield_dataloader.py
 0:0 
0:0 
0:0 
 view
9 x 2 data_preprocessing/sample_quadruplets
data_preprocessing/sample_quadruplets
sample_for_counties.py
sample_for_pretrained.py
 0:0 
0:0 
 view
8 x 2 crop_yield_prediction/utils
data_preprocessing/utils
timing.py
timing.py
 0:0 
0:0 
 view