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

2% duplication:

11,716 cleaned lines of cleaned code (without empty lines, comments, and frequently duplicated constructs such as imports)
307 duplicated lines

34 duplicates

Duplication per Extension

Duplication per Component (primary)

Longest Duplicates

The list of 20 longest duplicates.

See data for all 34 duplicates...

Size	#	Folders	Files	Lines	Code
15	x 2	tensorflow_transform/tf_metadata tensorflow_transform/tf_metadata	schema_utils_test_cases.py schema_utils_test_cases.py	492:510 (3%) 558:577 (3%)	view
12	x 2	tensorflow_transform tensorflow_transform	tf_utils.py tf_utils.py	924:935 (1%) 970:981 (1%)	view
12	x 2	tensorflow_transform/tf_metadata tensorflow_transform/tf_metadata	schema_utils_test_cases.py schema_utils_test_cases.py	514:530 (2%) 581:598 (2%)	view
10	x 2	tensorflow_transform tensorflow_transform	inspect_preprocessing_fn.py inspect_preprocessing_fn.py	29:50 (25%) 75:97 (25%)	view
9	x 2	tensorflow_transform/tf_metadata tensorflow_transform/tf_metadata	schema_utils_test_cases.py schema_utils_test_cases.py	492:504 (2%) 536:550 (2%)	view
9	x 2	tensorflow_transform/tf_metadata tensorflow_transform/tf_metadata	schema_utils_test_cases.py schema_utils_test_cases.py	536:550 (2%) 558:571 (2%)	view
9	x 2	tensorflow_transform/tf_metadata tensorflow_transform/tf_metadata	schema_utils_test_cases.py schema_utils_test_cases.py	514:527 (2%) 536:550 (2%)	view
9	x 2	tensorflow_transform tensorflow_transform	analyzer_nodes.py analyzer_nodes.py	536:547 (1%) 620:631 (1%)	view
9	x 2	tensorflow_transform/tf_metadata tensorflow_transform/tf_metadata	schema_utils_test_cases.py schema_utils_test_cases.py	514:527 (2%) 558:571 (2%)	view
9	x 2	tensorflow_transform/tf_metadata tensorflow_transform/tf_metadata	schema_utils_test_cases.py schema_utils_test_cases.py	492:504 (2%) 581:595 (2%)	view
9	x 2	tensorflow_transform/tf_metadata tensorflow_transform/tf_metadata	schema_utils_test_cases.py schema_utils_test_cases.py	558:571 (2%) 581:595 (2%)	view
9	x 2	tensorflow_transform/tf_metadata tensorflow_transform/tf_metadata	schema_utils_test_cases.py schema_utils_test_cases.py	492:504 (2%) 514:527 (2%)	view
9	x 2	tensorflow_transform/tf_metadata tensorflow_transform/tf_metadata	schema_utils_test_cases.py schema_utils_test_cases.py	705:737 (2%) 746:782 (2%)	view
9	x 2	tensorflow_transform/tf_metadata tensorflow_transform/tf_metadata	schema_utils_test_cases.py schema_utils_test_cases.py	536:550 (2%) 581:595 (2%)	view
8	x 2	tensorflow_transform/tf_metadata tensorflow_transform/tf_metadata	schema_utils_test_cases.py schema_utils_test_cases.py	670:696 (1%) 705:736 (1%)	view
8	x 2	tensorflow_transform/tf_metadata tensorflow_transform/tf_metadata	schema_utils_test_cases.py schema_utils_test_cases.py	670:696 (1%) 746:781 (1%)	view
8	x 2	tensorflow_transform tensorflow_transform	analyzers.py analyzers.py	182:190 (<1%) 2334:2342 (<1%)	view
8	x 2	tensorflow_transform tensorflow_transform	analyzer_nodes.py analyzer_nodes.py	538:547 (1%) 760:769 (1%)	view
8	x 2	tensorflow_transform tensorflow_transform	analyzer_nodes.py analyzer_nodes.py	622:631 (1%) 760:769 (1%)	view
7	x 2	tensorflow_transform/beam tensorflow_transform/beam	impl.py impl.py	1231:1239 (<1%) 1287:1295 (<1%)	view

Duplicated Units

The list of top 1 duplicated units.

See data for all 1 unit duplicate

Size	#	Folders	Files	Lines	Code
6	x 2	tensorflow_transform/beam tensorflow_transform/beam	impl.py impl.py	0:0 0:0	view