GoogleCloudPlatform / bigquery-ml-utils

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

22% duplication:

28,361 cleaned lines of cleaned code (without empty lines, comments, and frequently duplicated constructs such as imports)
6,443 duplicated lines

4,550 duplicates

dependency graphs: 2D graph | 3D graph | 3D graph (with duplicates)...

Duplication per Extension

Duplication per Component (primary)

Longest Duplicates

The list of 50 longest duplicates.

See data for all 4,550 duplicates...

Size	#	Folders	Files	Lines	Code
71	x 2	sql_scripts/remote_inference sql_scripts/remote_inference	structured_table_inference_loop_gener... structured_table_inference_loop_gener...	24:104 (85%) 27:109 (85%)	view
45	x 2	notebooks notebooks	bqml-feature-transform-module-tutoria... bqml-feature-transform-module-tutoria...	2211:2255 (<1%) 4357:4401 (<1%)	view
45	x 2	notebooks notebooks	bqml-feature-transform-module-tutoria... bqml-feature-transform-module-tutoria...	395:439 (<1%) 1055:1099 (<1%)	view
44	x 2	notebooks notebooks	bqml-feature-transform-module-tutoria... bqml-feature-transform-module-tutoria...	3680:3723 (<1%) 3828:3871 (<1%)	view
44	x 2	notebooks notebooks	bqml-feature-transform-module-tutoria... bqml-feature-transform-module-tutoria...	2099:2142 (<1%) 3902:3945 (<1%)	view
44	x 2	notebooks notebooks	bqml-feature-transform-module-tutoria... bqml-feature-transform-module-tutoria...	2099:2142 (<1%) 3986:4029 (<1%)	view
44	x 2	notebooks notebooks	bqml-feature-transform-module-tutoria... bqml-feature-transform-module-tutoria...	3680:3723 (<1%) 3902:3945 (<1%)	view
44	x 2	notebooks notebooks	bqml-feature-transform-module-tutoria... bqml-feature-transform-module-tutoria...	2099:2142 (<1%) 3828:3871 (<1%)	view
44	x 2	notebooks notebooks	bqml-feature-transform-module-tutoria... bqml-feature-transform-module-tutoria...	3680:3723 (<1%) 3986:4029 (<1%)	view
44	x 2	notebooks notebooks	bqml-feature-transform-module-tutoria... bqml-feature-transform-module-tutoria...	3828:3871 (<1%) 3986:4029 (<1%)	view
44	x 2	notebooks notebooks	bqml-feature-transform-module-tutoria... bqml-feature-transform-module-tutoria...	3240:3283 (<1%) 4257:4300 (<1%)	view
44	x 2	notebooks notebooks	bqml-feature-transform-module-tutoria... bqml-feature-transform-module-tutoria...	3828:3871 (<1%) 3902:3945 (<1%)	view
44	x 2	notebooks notebooks	bqml-feature-transform-module-tutoria... bqml-feature-transform-module-tutoria...	2983:3026 (<1%) 3828:3871 (<1%)	view
44	x 2	notebooks notebooks	bqml-feature-transform-module-tutoria... bqml-feature-transform-module-tutoria...	2983:3026 (<1%) 3902:3945 (<1%)	view
44	x 2	notebooks notebooks	bqml-feature-transform-module-tutoria... bqml-feature-transform-module-tutoria...	2983:3026 (<1%) 3986:4029 (<1%)	view
44	x 2	notebooks notebooks	bqml-feature-transform-module-tutoria... bqml-feature-transform-module-tutoria...	2099:2142 (<1%) 2983:3026 (<1%)	view
44	x 2	notebooks notebooks	bqml-feature-transform-module-tutoria... bqml-feature-transform-module-tutoria...	3902:3945 (<1%) 4257:4300 (<1%)	view
44	x 2	notebooks notebooks	bqml-feature-transform-module-tutoria... bqml-feature-transform-module-tutoria...	3828:3871 (<1%) 4257:4300 (<1%)	view
44	x 2	notebooks notebooks	bqml-feature-transform-module-tutoria... bqml-feature-transform-module-tutoria...	3828:3871 (<1%) 5611:5654 (<1%)	view
44	x 2	notebooks notebooks	bqml-feature-transform-module-tutoria... bqml-feature-transform-module-tutoria...	2099:2142 (<1%) 4257:4300 (<1%)	view
44	x 2	notebooks notebooks	bqml-feature-transform-module-tutoria... bqml-feature-transform-module-tutoria...	2983:3026 (<1%) 3240:3283 (<1%)	view
44	x 2	notebooks notebooks	bqml-feature-transform-module-tutoria... bqml-feature-transform-module-tutoria...	2099:2142 (<1%) 5611:5654 (<1%)	view
44	x 2	notebooks notebooks	bqml-feature-transform-module-tutoria... bqml-feature-transform-module-tutoria...	2983:3026 (<1%) 5611:5654 (<1%)	view
44	x 2	notebooks notebooks	bqml-feature-transform-module-tutoria... bqml-feature-transform-module-tutoria...	2983:3026 (<1%) 4257:4300 (<1%)	view
44	x 2	notebooks notebooks	bqml-feature-transform-module-tutoria... bqml-feature-transform-module-tutoria...	3902:3945 (<1%) 5611:5654 (<1%)	view
44	x 2	notebooks notebooks	bqml-feature-transform-module-tutoria... bqml-feature-transform-module-tutoria...	2099:2142 (<1%) 3240:3283 (<1%)	view
44	x 2	notebooks notebooks	bqml-feature-transform-module-tutoria... bqml-feature-transform-module-tutoria...	2983:3026 (<1%) 3680:3723 (<1%)	view
44	x 2	notebooks notebooks	bqml-feature-transform-module-tutoria... bqml-feature-transform-module-tutoria...	2983:3026 (<1%) 3754:3797 (<1%)	view
44	x 2	notebooks notebooks	bqml-feature-transform-module-tutoria... bqml-feature-transform-module-tutoria...	2099:2142 (<1%) 3754:3797 (<1%)	view
44	x 2	notebooks notebooks	bqml-feature-transform-module-tutoria... bqml-feature-transform-module-tutoria...	2099:2142 (<1%) 3680:3723 (<1%)	view
44	x 2	notebooks notebooks	bqml-feature-transform-module-tutoria... bqml-feature-transform-module-tutoria...	3754:3797 (<1%) 3828:3871 (<1%)	view
44	x 2	notebooks notebooks	bqml-feature-transform-module-tutoria... bqml-feature-transform-module-tutoria...	1852:1895 (<1%) 2528:2571 (<1%)	view
44	x 2	notebooks notebooks	bqml-feature-transform-module-tutoria... bqml-feature-transform-module-tutoria...	3902:3945 (<1%) 3986:4029 (<1%)	view
44	x 2	notebooks notebooks	bqml-feature-transform-module-tutoria... bqml-feature-transform-module-tutoria...	3754:3797 (<1%) 3902:3945 (<1%)	view
44	x 2	notebooks notebooks	bqml-feature-transform-module-tutoria... bqml-feature-transform-module-tutoria...	4257:4300 (<1%) 5611:5654 (<1%)	view
44	x 2	notebooks notebooks	bqml-feature-transform-module-tutoria... bqml-feature-transform-module-tutoria...	3754:3797 (<1%) 3986:4029 (<1%)	view
44	x 2	notebooks notebooks	bqml-feature-transform-module-tutoria... bqml-feature-transform-module-tutoria...	3240:3283 (<1%) 3902:3945 (<1%)	view
44	x 2	notebooks notebooks	bqml-feature-transform-module-tutoria... bqml-feature-transform-module-tutoria...	3240:3283 (<1%) 3986:4029 (<1%)	view
44	x 2	notebooks notebooks	bqml-feature-transform-module-tutoria... bqml-feature-transform-module-tutoria...	3680:3723 (<1%) 4257:4300 (<1%)	view
44	x 2	notebooks notebooks	bqml-feature-transform-module-tutoria... bqml-feature-transform-module-tutoria...	3754:3797 (<1%) 4257:4300 (<1%)	view
44	x 2	notebooks notebooks	bqml-feature-transform-module-tutoria... bqml-feature-transform-module-tutoria...	3680:3723 (<1%) 5611:5654 (<1%)	view
44	x 2	notebooks notebooks	bqml-feature-transform-module-tutoria... bqml-feature-transform-module-tutoria...	3240:3283 (<1%) 3680:3723 (<1%)	view
44	x 2	notebooks notebooks	bqml-feature-transform-module-tutoria... bqml-feature-transform-module-tutoria...	3754:3797 (<1%) 5611:5654 (<1%)	view
44	x 2	notebooks notebooks	bqml-feature-transform-module-tutoria... bqml-feature-transform-module-tutoria...	3240:3283 (<1%) 3754:3797 (<1%)	view
44	x 2	notebooks notebooks	bqml-feature-transform-module-tutoria... bqml-feature-transform-module-tutoria...	3240:3283 (<1%) 3828:3871 (<1%)	view
44	x 2	notebooks notebooks	bqml-feature-transform-module-tutoria... bqml-feature-transform-module-tutoria...	3986:4029 (<1%) 4257:4300 (<1%)	view
44	x 2	notebooks notebooks	bqml-feature-transform-module-tutoria... bqml-feature-transform-module-tutoria...	3240:3283 (<1%) 5611:5654 (<1%)	view
44	x 2	notebooks notebooks	bqml-feature-transform-module-tutoria... bqml-feature-transform-module-tutoria...	3680:3723 (<1%) 3754:3797 (<1%)	view
44	x 2	notebooks notebooks	bqml-feature-transform-module-tutoria... bqml-feature-transform-module-tutoria...	3986:4029 (<1%) 5611:5654 (<1%)	view
43	x 2	notebooks notebooks	bqml-feature-transform-module-tutoria... bqml-feature-transform-module-tutoria...	4915:4957 (<1%) 5392:5434 (<1%)	view