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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

28% duplication:

5,905 cleaned lines of cleaned code (without empty lines, comments, and frequently duplicated constructs such as imports)
1,673 duplicated lines

305 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
lambdas/setup_datawarehouse_ddl (71%) --> lambdas/setup_upload_artifacts (23%)	144	6 file pairs	details...
lambdas/setup_rds_ddl (55%) --> lambdas/setup_upload_artifacts (20%)	127	6 file pairs	details...
lambdas/setup_datawarehouse_ddl (56%) --> lambdas/setup_rds_ddl (50%)	114	2 file pairs	details...
lambdas/setup_empty_bucket (68%) --> lambdas/setup_upload_artifacts (14%)	88	2 file pairs	details...
lambdas/setup_datawarehouse_ddl (38%) --> lambdas/setup_empty_bucket (60%)	77	2 file pairs	details...
lambdas/setup_empty_bucket (60%) --> lambdas/setup_rds_ddl (33%)	77	2 file pairs	details...
lambdas/api_post_rides (44%) --> lambdas/setup_upload_artifacts (9%)	55	4 file pairs	details...
lambdas/api_get_rides (46%) --> lambdas/setup_upload_artifacts (9%)	55	4 file pairs	details...
lambdas/api_get_rides (45%) --> lambdas/api_post_rides (43%)	54	1 file pair	details...

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Longest Duplicates

The list of 20 longest duplicates.

See data for all 305 duplicates...

Size	#	Folders	Files	Lines	Code
37	x 2	templates templates	analytics-template.yaml analytics-template.yaml	314:350 (4%) 644:680 (4%)	view
35	x 2	templates templates	aiml-template.yaml aiml-template.yaml	109:165 (10%) 167:223 (10%)	view
29	x 2	lambdas/setup_upload_artifacts/artifacts lambdas/setup_upload_artifacts/artifacts	glue_load_station_detail_redshift.py glue_load_station_review_redshift.py	11:53 (44%) 11:53 (47%)	view
29	x 2	lambdas/setup_upload_artifacts/artifacts lambdas/setup_upload_artifacts/artifacts	glue_load_station_detail_redshift.py glue_load_station_history_redshift.py	11:53 (44%) 11:53 (50%)	view
29	x 2	lambdas/setup_upload_artifacts/artifacts lambdas/setup_upload_artifacts/artifacts	glue_load_station_history_redshift.py glue_load_station_review_redshift.py	11:53 (50%) 11:53 (47%)	view
27	x 2	lambdas/setup_datawarehouse_ddl/cfnresponse lambdas/setup_empty_bucket/cfnresponse	__init__.py __init__.py	11:44 (100%) 11:44 (100%)	view
27	x 2	lambdas/setup_rds_ddl/cfnresponse lambdas/setup_upload_artifacts/cfnresponse	__init__.py __init__.py	11:44 (100%) 11:44 (100%)	view
27	x 2	lambdas/setup_empty_bucket/cfnresponse lambdas/setup_upload_artifacts/cfnresponse	__init__.py __init__.py	11:44 (100%) 11:44 (100%)	view
27	x 2	lambdas/setup_empty_bucket/cfnresponse lambdas/setup_rds_ddl/cfnresponse	__init__.py __init__.py	11:44 (100%) 11:44 (100%)	view
27	x 2	lambdas/setup_datawarehouse_ddl/cfnresponse lambdas/setup_upload_artifacts/cfnresponse	__init__.py __init__.py	11:44 (100%) 11:44 (100%)	view
27	x 2	lambdas/setup_datawarehouse_ddl/cfnresponse lambdas/setup_rds_ddl/cfnresponse	__init__.py __init__.py	11:44 (100%) 11:44 (100%)	view
26	x 2	templates templates	aiml-template.yaml database-template.yaml	349:374 (7%) 865:890 (2%)	view
25	x 2	templates templates	database-template.yaml database-template.yaml	682:706 (2%) 749:773 (2%)	view
25	x 2	templates templates	database-template.yaml database-template.yaml	682:706 (2%) 816:840 (2%)	view
25	x 2	templates templates	database-template.yaml database-template.yaml	749:773 (2%) 864:888 (2%)	view
25	x 2	templates templates	database-template.yaml database-template.yaml	682:706 (2%) 864:888 (2%)	view
25	x 2	templates templates	database-template.yaml database-template.yaml	816:840 (2%) 864:888 (2%)	view
25	x 2	templates templates	database-template.yaml database-template.yaml	749:773 (2%) 816:840 (2%)	view
24	x 2	templates templates	aiml-template.yaml database-template.yaml	349:372 (7%) 683:706 (2%)	view
24	x 2	lambdas/setup_upload_artifacts/artifacts lambdas/setup_upload_artifacts/artifacts	glue_load_station_detail_redshift.py glue_unload_station_history_s3.py	11:45 (36%) 11:45 (46%)	view

Duplicated Units

The list of top 3 duplicated units.

See data for all 3 unit duplicates...

Size	#	Folders	Files	Lines	Code
24	x 4	lambdas/setup_datawarehouse_ddl/cfnresponse lambdas/setup_rds_ddl/cfnresponse lambdas/setup_upload_artifacts/cfnresponse lambdas/setup_empty_bucket/cfnresponse	__init__.py __init__.py __init__.py __init__.py	0:0 0:0 0:0 0:0	view
10	x 7	lambdas/setup_datawarehouse_ddl lambdas/api_post_rides lambdas/setup_upload_artifacts/artifacts lambdas/setup_upload_artifacts/artifacts lambdas/setup_upload_artifacts/artifacts lambdas/setup_upload_artifacts/artifacts lambdas/api_get_rides	index.py index.py glue_unload_station_history_s3.py glue_load_station_review_redshift.py glue_load_station_detail_redshift.py glue_load_station_history_redshift.py index.py	0:0 0:0 0:0 0:0 0:0 0:0 0:0	view
6	x 4	lambdas/api_get_reviews lambdas/stream_station_status_to_es lambdas/stream_station_status_to_s3 lambdas/stream_station_review_to_s3	index.py index.py index.py index.py	0:0 0:0 0:0 0:0	view