Duplication · guardian/pluto-atomresponder

Duplication Overall

10% duplication:

2,229 cleaned lines of cleaned code (without empty lines, comments, and frequently duplicated constructs such as imports)
240 duplicated lines

12 duplicates

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

Duplication per Extension

Duplication per Component (primary)

Duplication Between Components (50+ lines)

flowchart TB
    n0["atomresponder"]
    n1["rabbitmq"]
    n2["kinesisresponder"]
    n0 ---|"124"| n1
    n0 ---|"52"| n2
    classDef default fill:#00b2ee,stroke:#ffffff,color:#000000;
    classDef highlighted fill:#00b2ee,stroke:#ffffff,color:#000000;
    linkStyle 0 stroke:#DC143CFF,stroke-width:10px
    linkStyle 1 stroke:#DC143C93,stroke-width:4px

Download: Mermaid (.mmd) (open online Mermaid editor)

2D force graph | 3D force graph

Show more details on duplication between components...

From Component --> To Component	Duplicated Lines	File Pairs	Details
atomresponder (6%) --> rabbitmq (9%)	124	3 file pairs	details...
atomresponder (2%) --> kinesisresponder (7%)	52	2 file pairs	details...

Longest Duplicates

The list of 12 longest duplicates.

See data for all 12 duplicates...

Size	#	Folders	Files	Lines	Code
39	x 2	atomresponder/fixtures rabbitmq/fixtures	ImportJobs.yaml ImportJobs.yaml	13:51 (76%) 13:51 (76%)	view
22	x 2	rabbitmq rabbitmq	MessageProcessor.py ProjectMessageProcessor.py	51:87 (39%) 66:89 (23%)	view
14	x 2	atomresponder/fixtures kinesisresponder/fixtures	Users.yaml users.yaml	1:14 (93%) 16:29 (23%)	view
12	x 2	kinesisresponder/fixtures kinesisresponder/fixtures	users.yaml users.yaml	1:12 (20%) 16:27 (20%)	view
12	x 2	atomresponder/fixtures kinesisresponder/fixtures	Users.yaml users.yaml	1:12 (80%) 1:12 (20%)	view
11	x 2	atomresponder/fixtures rabbitmq/fixtures	ImportJobs.yaml ImportJobs.yaml	1:11 (21%) 1:11 (21%)	view
7	x 2	atomresponder atomresponder	message_schema.py message_schema.py	38:44 (10%) 52:58 (10%)	view
6	x 2	cloudformation cloudformation	test-setup.yaml test-setup.yaml	37:42 (5%) 82:87 (5%)	view
6	x 2	atomresponder rabbitmq/management/commands	master_importer.py run_rabbitmq_responder.py	42:47 (2%) 93:98 (8%)	view
6	x 2	atomresponder/migrations rabbitmq/migrations	0001_initial.py 0001_initial.py	6:14 (15%) 6:14 (20%)	view
6	x 2	atomresponder/migrations kinesisresponder/migrations	0001_initial.py 0001_initial.py	6:14 (15%) 6:14 (27%)	view
6	x 2	kinesisresponder/migrations rabbitmq/migrations	0001_initial.py 0001_initial.py	6:14 (27%) 6:14 (20%)	view

Most Frequent Duplicates

The list of 8 most frequently found duplicates.

Size	#	Folders	Files	Lines	Code
6	x 3	atomresponder/fixtures kinesisresponder/fixtures kinesisresponder/fixtures	Users.yaml users.yaml users.yaml	1:6 (40%) 1:6 (10%) 16:21 (10%)	view
6	x 3	atomresponder/fixtures kinesisresponder/fixtures kinesisresponder/fixtures	Users.yaml users.yaml users.yaml	5:10 (40%) 5:10 (10%) 20:25 (10%)	view
6	x 3	atomresponder/fixtures kinesisresponder/fixtures kinesisresponder/fixtures	Users.yaml users.yaml users.yaml	4:9 (40%) 4:9 (10%) 19:24 (10%)	view
6	x 3	atomresponder/fixtures kinesisresponder/fixtures kinesisresponder/fixtures	Users.yaml users.yaml users.yaml	2:7 (40%) 2:7 (10%) 17:22 (10%)	view
6	x 3	atomresponder/fixtures kinesisresponder/fixtures kinesisresponder/fixtures	Users.yaml users.yaml users.yaml	6:11 (40%) 6:11 (10%) 21:26 (10%)	view
6	x 3	atomresponder/fixtures kinesisresponder/fixtures kinesisresponder/fixtures	Users.yaml users.yaml users.yaml	3:8 (40%) 3:8 (10%) 18:23 (10%)	view
6	x 3	atomresponder/migrations rabbitmq/migrations kinesisresponder/migrations	0001_initial.py 0001_initial.py 0001_initial.py	6:14 (15%) 6:14 (20%) 6:14 (27%)	view
6	x 3	atomresponder/fixtures kinesisresponder/fixtures kinesisresponder/fixtures	Users.yaml users.yaml users.yaml	7:12 (40%) 7:12 (10%) 22:27 (10%)	view

About This Analysis

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...

To learn more about duplications and techniques for eliminating duplication, Sokrates recommends the following resources:

Avoid Repetition, MartinFlower.com (IEEE Software article)
Refactoring duplicated code, sourcemaking.com
Beck Design Rules, MartinFowler.com
DRY (Don't Repeat Yourself) Principle, Wikipedia
The Cut-and-Paste Programming Software Development Anti-Pattern, sourcemaking.com
Code Smells / Duplicated Code, Jeff Atwood, codinghorror.com:

"Duplicated code is the bane of software development. Stamp out duplication whenever possible. You should always be on the lookout for more subtle cases of near-duplication, too. Don't Repeat Yourself!"

Reducing Coupling, MartinFlower.com (IEEE Software article):

"There are several ways to describe coupling, but it boils down to this: If changing one module in a program requires changing another module, then coupling exists. ... Duplication always implies coupling, because changing one piece of duplicate code implies changing the other."