How to Know Which Parts in the Code Are Never Used

How can I know which parts in the code are never used?

There are two varieties of unused code:

  • the local one, that is, in some functions some paths or variables are unused (or used but in no meaningful way, like written but never read)
  • the global one: functions that are never called, global objects that are never accessed

For the first kind, a good compiler can help:

  • -Wunused (GCC, Clang) should warn about unused variables, Clang unused analyzer has even been incremented to warn about variables that are never read (even though used).
  • -Wunreachable-code (older GCC, removed in 2010) should warn about local blocks that are never accessed (it happens with early returns or conditions that always evaluate to true)
  • there is no option I know of to warn about unused catch blocks, because the compiler generally cannot prove that no exception will be thrown.

For the second kind, it's much more difficult. Statically it requires whole program analysis, and even though link time optimization may actually remove dead code, in practice the program has been so much transformed at the time it is performed that it is near impossible to convey meaningful information to the user.

There are therefore two approaches:

  • The theoretic one is to use a static analyzer. A piece of software that will examine the whole code at once in great detail and find all the flow paths. In practice I don't know any that would work here.
  • The pragmatic one is to use an heuristic: use a code coverage tool (in the GNU chain it's gcov. Note that specific flags should be passed during compilation for it to work properly). You run the code coverage tool with a good set of varied inputs (your unit-tests or non-regression tests), the dead code is necessarily within the unreached code... and so you can start from here.

If you are extremely interested in the subject, and have the time and inclination to actually work out a tool by yourself, I would suggest using the Clang libraries to build such a tool.

  1. Use the Clang library to get an AST (abstract syntax tree)
  2. Perform a mark-and-sweep analysis from the entry points onward

Because Clang will parse the code for you, and perform overload resolution, you won't have to deal with the C++ languages rules, and you'll be able to concentrate on the problem at hand.

However this kind of technique cannot identify the virtual overrides that are unused, since they could be called by third-party code you cannot reason about.

Is there a way to tell if there is code not being used in java?

I think "unused code" means the code that is always not executed at runtime. I hope I interpreted you correctly.

The way to do a simple check on this is very easy. Just use IntelliJ IDEA to write your code. It will tell you that parts of your code that will never be executed and also the parts where the code can be simplified. For example,

if (x == 5) {

}

And then it will tell you that this if statement is redundant. Or if you have this:

return;
someMethod();

The IDE will tell you that someMethod() can never be reached. And it also provides a lot of other cool features.

But sometimes this isn't enough. What if you have

if (x == 5) {
someMethod();
}

But actually in your code, x can only be in the range of 1 to 4? The IDE won't tell you about this. You can use a tool that shows your code coverage by running lots of tests. Then you can see which part of your code is not executed.

If you don't want to use such a tool, you can put breakpoints in your methods. Then run some tests by hand. When the debugger steps through your code, you can see exactly where the code goes and exactly which piece(s) of code is not executed.

Another method to do this is to use the Find/Replace function of the IDE. Check if some of your public/private methods are not being called anywhere. For example, to check whether someMethod() is called, search for someMethod in the whole project and see if there are occurrences other than the declaration.

But the most effective way would be,

Stop writing this kind of code in the first place!

How to find unused/dead code in java projects

I would instrument the running system to keep logs of code usage, and then start inspecting code that is not used for months or years.

For example if you are interested in unused classes, all classes could be instrumented to log when instances are created. And then a small script could compare these logs against the complete list of classes to find unused classes.

Of course, if you go at the method level you should keep performance in mind. For example, the methods could only log their first use. I dont know how this is best done in Java. We have done this in Smalltalk, which is a dynamic language and thus allows for code modification at runtime. We instrument all methods with a logging call and uninstall the logging code after a method has been logged for the first time, thus after some time no more performance penalties occur. Maybe a similar thing can be done in Java with static boolean flags...

Find unused code

Yes, ReSharper does this. Right click on your solution and selection "Find Code Issues". One of the results is "Unused Symbols". This will show you classes, methods, etc., that aren't used.

Get List of Zero Reference Codes in Visual Studio

Probably the best and easiest way to achieve what you are after is to use the build-in code analysis tool with Visual Studio to find and take you directly to dead code and unused members.

To this effect, I created a new code analysis ruleset file (Via File->New->File, making sure General in the left pane was selected and scrolling down to find Code Analysis Rule Set, giving it a filename, then searching for and selecting the below rules). See below for the contents of the ruleset file that you can copy, and paste into a new file with the extension .ruleset to use.

Given a ruleset file, one can right click on a project file in the Solution Explorer panel, and select Properties. In the project properties windows, click on the Code Analysis tab in the left panel, and then click Open to browse to the .ruleset file's location. If you go to the properties of a solution file (as opposed to a project file), you can set the code analysis file for each project in the solution in one place (under Code Analysis Settings, and using the drop-down there to select the ruleset file. NOTE: You must have previously have browsed to the ruleset file for it to show up in the drop-down in this properties window, however).

Then you simply run the code analysis on the projects/solution (Via Analyze->Run Code Analysis On Solution -OR- Alt+F11) and it will come back as warnings, any unreferenced methods or unused members it finds. It will even find methods that are referenced by a method, whom itself has no references elsewhere.

Be careful however, as one of the ways code analysis for dead code can steer you wrong, is if the reference is 'hidden' by only ever calling the method via delegates, and of course, reflection.

The rules to detect dead code, specifically, are:

  • Private methods that are not called from any other code (CA1811)
  • Unused local variables (CA1804)
  • Unused private fields (CA1823)
  • Unused parameters (CA1801)
  • Internal classes that are not instantiated from any other code (CA1812).
  • Dead code in bitwise-OR limited switch (C6259)

Below is the contents of the .ruleset file that can be had by following the steps above, for your conveinence. You can simply copy the below XML, paste it into notepad++, save somewhere with the extension .ruleset, browse for and use as explained above:

<?xml version="1.0" encoding="utf-8"?>
<RuleSet Name="Dead Code Rules" Description=" " ToolsVersion="12.0">
<Rules AnalyzerId="Microsoft.Analyzers.ManagedCodeAnalysis" RuleNamespace="Microsoft.Rules.Managed">
<Rule Id="CA1801" Action="Warning" />
<Rule Id="CA1804" Action="Warning" />
<Rule Id="CA1811" Action="Warning" />
<Rule Id="CA1812" Action="Warning" />
<Rule Id="CA1823" Action="Warning" />
</Rules>
<Rules AnalyzerId="Microsoft.Analyzers.NativeCodeAnalysis" RuleNamespace="Microsoft.Rules.Native">
<Rule Id="C6259" Action="Warning" />
</Rules>
</RuleSet>

How can you find unused functions in Python code?

In Python you can find unused code by using dynamic or static code analyzers. Two examples for dynamic analyzers are coverage and figleaf. They have the drawback that you have to run all possible branches of your code in order to find unused parts, but they also have the advantage that you get very reliable results.

Alternatively, you can use static code analyzers that just look at your code, but don't actually run it. They run much faster, but due to Python's dynamic nature the results may contain false positives.
Two tools in this category are pyflakes and vulture. Pyflakes finds unused imports and unused local variables. Vulture finds all kinds of unused and unreachable code. (Full disclosure: I'm the maintainer of Vulture.)

The tools are available in the Python Package Index https://pypi.org/.

How to find dead code in a large react project?

First of all, very good question, in large project coders usually try many lines of code test and at the end of result, hard to find the unused code.

There is two possible that must be work for you - i usually do whenever i need to remove and reduce the unused code into my project.

1st way WebStorm IDE:

If you're using the web-storm IDE for JS development or React JS / React Native or Vue js etc it's tell us and indicate us alote of mention with different color or red warning as unused code inside the editor

but it's not works in your particular scenario there is another way to remove the unused code .

2nd Way unrequired Library:

The second way to remove the unused code inside the project is unrequired library you can visit here : unrequired github

another library called depcheck under NPM & github here

Just follow their appropriate method - how to use them you will fix this unused issue easily

Hopefully that helps you

How to identify unused classes in C# project

There are no tools which can do this completely, because

  • System.Reflection and System.CodeDom exist - Is it possible to dynamically compile and execute C# code fragments?
  • New C# code can be generated at run-time, which uses otherwise-unused classes.
  • No tools can predict what that new C# code is (apart from the humans who wrote the code)
  • Dependency Injection libraries (which use System.Reflection behind the scenes) can call "unused" classes. This happens frequently with MVC Controller classes.
  • Razor Views can use classes. These are not compiled by default. Instead, they will crash at runtime if a class is missing.

Assuming no-one is using System.Reflection, you could do it by hand.

For each class:

  • Select it in Visual Studio, right-click then "Find All References"
  • If none found, comment the class out /* */
  • Rebuild all (including Razor views). If no errors found, then the class is unused.

How to use IntelliJ IDEA to find all unused code?

Just use Analyze | Inspect Code with appropriate inspection enabled (Unused declaration under Declaration redundancy group).

Using IntelliJ 11 CE you can now "Analyze | Run Inspection by Name ... | Unused declaration"



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