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Explain cyclomatic complexity and fan-in/fan-out and compare their effectiveness?

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Final answer:

Cyclomatic complexity measures program complexity, while fan-in and fan-out measure interconnectivity of software modules or components.

Step-by-step explanation:

Cyclomatic complexity is a software metric used to measure the complexity of a program by counting the number of linearly independent paths through its source code. It helps in identifying the number of test cases needed to achieve a certain level of coverage.

On the other hand, fan-in and fan-out are metrics used to measure the interconnectivity of modules or components within a software system. Fan-in refers to the number of modules or components that call a particular module or component, while fan-out refers to the number of modules or components called by a particular module or component.

In terms of effectiveness, cyclomatic complexity can help identify areas of code that are more complex and may require additional testing or refactoring. A higher cyclomatic complexity suggests increased complexity and potentially greater risk. On the other hand, fan-in and fan-out can provide insights into the level of dependency and coupling between modules, which can impact maintainability and understandability of the software system.

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