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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.

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Duplication Overall

45% duplication:

41,744 cleaned lines of cleaned code (without empty lines, comments, and frequently duplicated constructs such as imports)
19,018 duplicated lines

4,459 duplicates

Duplication per Extension

Duplication per Component (primary)

Duplication Between Components (50+ lines)

Download: SVG DOT (open online Graphviz editor)

From Component --> To Component	Duplicated Lines	File Pairs	Details
flexflow (99%) --> python (59%)	9972	52 file pairs	details...
python (3%) --> src (1%)	534	29 file pairs	details...
nmt (7%) --> src (1%)	474	145 file pairs	details...
include (3%) --> nmt (3%)	236	2 file pairs	details...
nmt (1%) --> python (<1%)	78	5 file pairs	details...

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Longest Duplicates

The list of 20 longest duplicates.

See data for all 4,459 duplicates...

Size	#	Folders	Files	Lines	Code
1017	x 2	flexflow/core python/flexflow/core	flexflow_cffi.py flexflow_cffi.py	27:2113 (100%) 27:2113 (100%)	view
417	x 2	flexflow/torch python/flexflow/torch	fx.py fx.py	22:546 (100%) 22:546 (100%)	view
389	x 2	flexflow/keras/models python/flexflow/keras/models	base_model.py base_model.py	28:489 (100%) 28:489 (100%)	view
339	x 2	flexflow/keras_exp/models python/flexflow/keras_exp/models	model.py model.py	34:424 (100%) 34:424 (100%)	view
333	x 2	flexflow/keras/utils python/flexflow/keras/utils	data_utils.py data_utils.py	27:742 (100%) 27:742 (100%)	view
322	x 2	flexflow/keras/utils python/flexflow/keras/utils	generic_utils.py generic_utils.py	18:623 (100%) 18:623 (100%)	view
294	x 2	flexflow/torch python/flexflow/torch	model.py model.py	19:367 (100%) 19:367 (100%)	view
287	x 2	flexflow/onnx python/flexflow/onnx	model.py model.py	24:375 (100%) 24:375 (100%)	view
220	x 2	flexflow/keras/layers python/flexflow/keras/layers	core.py core.py	25:299 (100%) 25:299 (100%)	view
132	x 2	flexflow/keras/layers python/flexflow/keras/layers	convolutional.py convolutional.py	25:171 (100%) 25:171 (100%)	view
131	x 2	flexflow/core python/flexflow/core	flexflow_top.py flexflow_top.py	33:226 (100%) 33:226 (100%)	view
120	x 2	flexflow/keras/layers python/flexflow/keras/layers	base_layer.py base_layer.py	20:162 (100%) 20:162 (100%)	view
101	x 2	flexflow/core python/flexflow/core	flexflow_type.py flexflow_type.py	3:117 (100%) 3:117 (100%)	view
95	x 2	flexflow/keras/models python/flexflow/keras/models	tensor.py tensor.py	18:127 (100%) 18:127 (100%)	view
80	x 2	flexflow/keras/layers python/flexflow/keras/layers	merge.py merge.py	23:121 (100%) 23:121 (100%)	view
80	x 2	flexflow/keras/layers python/flexflow/keras/layers	pool.py pool.py	24:115 (100%) 24:115 (100%)	view
66	x 2	flexflow/keras_exp/models python/flexflow/keras/models	model.py base_model.py	254:336 (19%) 329:411 (16%)	view
66	x 2	python/flexflow/keras/models python/flexflow/keras_exp/models	base_model.py model.py	329:411 (16%) 254:336 (19%)	view
66	x 2	flexflow/keras/models python/flexflow/keras_exp/models	base_model.py model.py	329:411 (16%) 254:336 (19%)	view
66	x 2	flexflow/keras/models flexflow/keras_exp/models	base_model.py model.py	329:411 (16%) 254:336 (19%)	view

Duplicated Units

The list of top 20 duplicated units.

See data for all 201 unit duplicates...

Size	#	Folders	Files	Lines	Code
273	x 2	python/flexflow/torch flexflow/torch	model.py model.py	0:0 0:0	view
159	x 2	python/flexflow/torch flexflow/torch	fx.py fx.py	0:0 0:0	view
107	x 2	python/flexflow/keras/utils flexflow/keras/utils	generic_utils.py generic_utils.py	0:0 0:0	view
75	x 2	python/flexflow/keras/layers flexflow/keras/layers	convolutional.py convolutional.py	0:0 0:0	view
108	x 2	python/flexflow/keras/utils flexflow/keras/utils	data_utils.py data_utils.py	0:0 0:0	view
69	x 2	python/flexflow/keras_exp/models flexflow/keras_exp/models	model.py model.py	0:0 0:0	view
67	x 2	python/flexflow/core flexflow/core	flexflow_cffi.py flexflow_cffi.py	0:0 0:0	view
59	x 2	python/flexflow/keras/models flexflow/keras/models	base_model.py base_model.py	0:0 0:0	view
59	x 2	python/flexflow/keras/models flexflow/keras/models	base_model.py base_model.py	0:0 0:0	view
57	x 2	python/flexflow/keras_exp/models flexflow/keras_exp/models	model.py model.py	0:0 0:0	view
53	x 4	python/flexflow/keras/models python/flexflow/keras_exp/models flexflow/keras/models flexflow/keras_exp/models	base_model.py model.py base_model.py model.py	0:0 0:0 0:0 0:0	view
50	x 2	python/flexflow/keras/layers flexflow/keras/layers	core.py core.py	0:0 0:0	view
50	x 2	python/flexflow/keras/models flexflow/keras/models	base_model.py base_model.py	0:0 0:0	view
51	x 2	python/flexflow/keras/utils flexflow/keras/utils	generic_utils.py generic_utils.py	0:0 0:0	view
48	x 2	python/flexflow/keras/models flexflow/keras/models	tensor.py tensor.py	0:0 0:0	view
47	x 2	python/flexflow/core flexflow/core	flexflow_top.py flexflow_top.py	0:0 0:0	view
62	x 2	python/flexflow/keras/datasets flexflow/keras/datasets	reuters.py reuters.py	0:0 0:0	view
43	x 2	python/flexflow/keras/utils flexflow/keras/utils	data_utils.py data_utils.py	0:0 0:0	view
31	x 2	python/flexflow/onnx flexflow/onnx	model.py model.py	0:0 0:0	view
28	x 2	python/flexflow/keras/layers flexflow/keras/layers	pool.py pool.py	0:0 0:0	view