Your cyclomatic complexity is so 1.9,76

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The document discusses various metrics that can be measured during the software development process, including cyclomatic complexity, asset size, duplicated lines of code, and metrics from source code management systems like Git. It notes that while many developers collect these metrics, not all analyze the numbers, and some are not collected at all. Cyclomatic complexity, asset size, and duplicated lines of code are the most commonly measured. The document cautions that metrics should be interpreted carefully and not taken at face value, as they do not provide full context and could lead to incorrect conclusions if not properly evaluated.

Technology

During Coding
Before Pushing
After Pushing
After Testing
After Releasing
During Planning

During Coding
Before Pushing
After Pushing
After Testing
After Releasing
During Planning
- Estimation Of Budget
- Estimation Of Needed Resources
- Type (Bugfix / Feature / Improvement)
- Area Of Development (Backend /
Frontend)

During Coding
Before Pushing
After Pushing
After Testing
After Releasing
During Planning
- Code Linting (Style / Common Problems)
- Test Failures (Local Code Paths)

During Coding
Before Pushing
After Pushing
After Testing
After Releasing
During Planning
- Code Duplication (Local Paths)
- Code Coverage
- Lines Of Code Written
- Lines Of Comments Written (Docs)
- Code Complexity
- Execution Time Benchmarks

During Coding
Before Pushing
After Pushing
After Testing
After Releasing
During Planning
- Code Duplication (Global Code Paths)
- Security Vulnerabilities
- Outdated Dependencies
- Test Failures (Global Code Paths)
- Application Weight (Perf Budget)

During Coding
Before Pushing
After Pushing
After Testing
After Releasing
During Planning
- Bugs From E2E Interaction Tests
- Bugs From Alternative Platforms
- Security Violations (Csp Reports)
- Forensics (Failure States, Nav Paths)

During Coding
Before Pushing
After Pushing
After Testing
After Releasing
During Planning
- Analytics (User Tracking)
- Bug Reports (Real World Usage)
- Forensics (Failure States, Nav Paths)
- Scaling Issues

Peter
Drucker
“If you can’t measure it,
you can’t improve it”

Participants
Experience
74 %
19 %
4 %4 %
< 1 year 1 - 3 years
3 - 5 years 5 - 10 years
> 10 years

DoYouMeasure
YourCodes
Cyclomatic
Complexity?
85 %
8 %
8 %
We collect it & it´s useful
We collect it, but don't look at the Numbers at all
We don't collect it

DoYouKnowHow
ToCalculate
Cyclomatic
Complexity?
28 %
20 %
12 %
40 %
Know the theory behind it
No idea where those numbers come from
I´ve heard of it..
Never heard of it

Cyclomatic
Complexity
Cyclomatic complexity = E - N + P
E = number of edges in the flow graph
N = number of nodes in the flow graph
P = number of nodes that have exit points

Cyclomatic
Complexity If (Month === 1)
If (Day === 1)
Console.Log Console.Log
Console.Log
*Merge*
*Merge*
CC = E - 7 + P

Cyclomatic
Complexity If (Month === 1)
If (Day === 1)
Console.Log Console.Log
Console.Log
*Merge*
*Merge*
CC = 8 - 7 + P

Cyclomatic
Complexity If (Month === 1)
If (Day === 1)
Console.Log Console.Log
Console.Log
*Merge*
*Merge*
CC = 8 - 7 + 2

Cyclomatic
Complexity If (Month === 1)
If (Day === 1)
Console.Log Console.Log
Console.Log
*Merge*
*Merge*
3 = 8 - 7 + 2

DoYouMeasure
YourAssetSize?
46 %
8 %
46 %
We collect it & it´s useful
We collect it, but don't look at the Numbers at all
We don't collect it

Assets
- Great to combine with a perf budget
- Missing context, JS MORe Expensive tHAN IMG
- Combine with dependency Graphing
- Tooling GAP

DoYouMeasure
YourDloc?
88 %
8 %
4 %
We collect it & it´s useful
We collect it, but don't look at the Numbers at all
We don't collect it

- 2 ways of detection - String / AST based
- 2 WAYS to Use it - aPP Local / Module WIDE
- Don’t trust it blindly, Evaluate results
Dloc

What
When
Who
Where
How
Why
What Have We Changed In Our Code
When Have We Changed It
Who Did The Changes / Reviewed
Where Did We Change Something
How Did We Change It
Why Did We Change Something

Workmode
Turnover Rate
Goal
Quick Iterations
High
Performance

Needs Love Top 10
#3 Merge (Fetch_Inbox.Js / Fetch_Mails.Js)

Low Hanging Fruits
#1 Reduce Complexity (Scanner.Js)
#2 Add Missing Tests (Fetcher.Js)

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