Week 6 [from Wed Feb 12 noon] - Topics

Given below is an extract from the -- Java Tutorial, with some adaptations.

public class BoxForIntegers {
    private Integer x;

    public void set(Integer x) {
        this.x = x;
    }
    public Integer get() {
        return x;
    }
}

public class BoxForString {
    private String x;

    public void set(String x) {
        this.x = x;
    }
    public String get() {
        return x;
    }
}

public class Box {
    private Object x;

    public void set(Object x) {
        this.x = x;
    }
    public Object get() {
        return x;
    }
}

This section includes extract from the -- Java Tutorial, with some adaptations.

The definition of a generic class includes a type parameter section, delimited by angle brackets (<>). It specifies the type parameters (also called type variables) T1, T2, ..., and Tn. A generic class is defined with the following format:

class name<T1, T2, ..., Tn> { /* ... */ }

public class Box {
    private Object x;

    public void set(Object x) {
        this.x = x;
    }

    public Object get() {
        return x;
    }
}

public class Box<T> {
    private T x;

    public void set(T x) {
        this.x = x;
    }

    public T get() {
        return x;
    }
}

To reference the generic Box class from within your code, you must perform a generic type invocation, which replaces T with some concrete value, such as Integer. It is similar to an ordinary method invocation, but instead of passing an argument to a method, you are passing a type argument enclosed within angle brackets — e.g., <Integer> or <String, Integer> — to the generic class itself. Note that in some cases you can omit the type parameter i.e., <> if the type parameter can be inferred from the context.

Box<Integer> integerBox;
integerBox = new Box<>(); // type parameter omitted as it can be inferred
integerBox.set(Integer.valueOf(4));
Integer i = integerBox.get(); // returns an Integer

The compiler is able to check for type errors when using generic code.

Box<String> stringBox = new Box<>();
stringBox.set(Double.valueOf(5.0)); //compile error!

A generic class can have multiple type parameters.

public interface Pair<K, V> {
    public K getKey();
    public V getValue();
}

public class OrderedPair<K, V> implements Pair<K, V> {

    private K key;
    private V value;

    public OrderedPair(K key, V value) {
        this.key = key;
        this.value = value;
    }

    public K getKey()	{ return key; }
    public V getValue() { return value; }
}

Pair<String, Integer> p1 = new OrderedPair<>("Even", 8);
Pair<String, String>  p2 = new OrderedPair<>("hello", "world");

A type variable can be any non-primitive type you specify: any class type, any interface type, any array type, or even another type variable.

By convention, type parameter names are single, uppercase letters. The most commonly used type parameter names are:

• E - Element (used extensively by the Java Collections Framework)
• K - Key
• N - Number
• T - Type
• V - Value
• S, U, V etc. - 2nd, 3rd, 4th types

This section uses extracts from the -- Java Tutorial, with some adaptations.

A collection — sometimes called a container — is simply an object that groups multiple elements into a single unit. Collections are used to store, retrieve, manipulate, and communicate aggregate data.

The collections framework is a unified architecture for representing and manipulating collections. It contains the following:

• Interfaces: These are abstract data types that represent collections. Interfaces allow collections to be manipulated independently of the details of their representation.
  Example: the List<E> interface can be used to manipulate list-like collections which may be implemented in different ways such as ArrayList<E> or LinkedList<E>.
  

• Implementations: These are the concrete implementations of the collection interfaces. In essence, they are reusable data structures.
  Example: the ArrayList<E> class implements the List<E> interface while the HashMap<K, V> class implements the Map<K, V> interface.
  

• Algorithms: These are the methods that perform useful computations, such as searching and sorting, on objects that implement collection interfaces. The algorithms are said to be polymorphic: that is, the same method can be used on many different implementations of the appropriate collection interface.
  Example: the sort(List<E>) method can sort a collection that implements the List<E> interface.

A well-known example of collections frameworks is the C++ Standard Template Library (STL). Although both are collections frameworks and the syntax look similar, note that there are important philosophical and implementation differences between the two.

The following list describes the core collection interfaces:

• Collection — the root of the collection hierarchy. A collection represents a group of objects known as its elements. The Collection interface is the least common denominator that all collections implement and is used to pass collections around and to manipulate them when maximum generality is desired. Some types of collections allow duplicate elements, and others do not. Some are ordered and others are unordered. The Java platform doesn't provide any direct implementations of this interface but provides implementations of more specific subinterfaces, such as Set and List. Also see the Collection API.

• Set — a collection that cannot contain duplicate elements. This interface models the mathematical set abstraction and is used to represent sets, such as the cards comprising a poker hand, the courses making up a student's schedule, or the processes running on a machine. Also see the Set API.

• List — an ordered collection (sometimes called a sequence). Lists can contain duplicate elements. The user of a List generally has precise control over where in the list each element is inserted and can access elements by their integer index (position). Also see the List API.

• Queue — a collection used to hold multiple elements prior to processing. Besides basic Collection operations, a Queue provides additional insertion, extraction, and inspection operations. Also see the Queue API.

• Map — an object that maps keys to values. A Map cannot contain duplicate keys; each key can map to at most one value. Also see the Map API.

• Others: Deque, SortedSet, SortedMap

The ArrayList class is a resizable-array implementation of the List interface. Unlike a normal array, an ArrayList can grow in size as you add more items to it. The example below illustrate some of the useful methods of the ArrayList class using an ArrayList of String objects.

import java.util.ArrayList;

public class ArrayListDemo {

    public static void main(String args[]) {
        ArrayList<String> items = new ArrayList<>();

        System.out.println("Before adding any items:" + items);

        items.add("Apple");
        items.add("Box");
        items.add("Cup");
        items.add("Dart");
        print("After adding four items: " + items);

        items.remove("Box"); // remove item "Box"
        print("After removing Box: " + items);

        items.add(1, "Banana"); // add "Banana" at index 1
        print("After adding Banana: " + items);

        items.add("Egg"); // add "Egg", will be added to the end
        items.add("Cup"); // add another "Cup"
        print("After adding Egg: " + items);

        print("Number of items: " + items.size());

        print("Index of Cup: " + items.indexOf("Cup"));
        print("Index of Zebra: " + items.indexOf("Zebra"));

        print("Item at index 3 is: " + items.get(2));

        print("Do we have a Box?: " + items.contains("Box"));
        print("Do we have an Apple?: " + items.contains("Apple"));

        items.clear();
        print("After clearing: " + items);
    }

    private static void print(String text) {
        System.out.println(text);
    }
}

Before adding any items:[]
After adding four items: [Apple, Box, Cup, Dart]
After removing Box: [Apple, Cup, Dart]
After adding Banana: [Apple, Banana, Cup, Dart]
After adding Egg: [Apple, Banana, Cup, Dart, Egg, Cup]
Number of items: 6
Index of Cup: 2
Index of Zebra: -1
Item at index 3 is: Cup
Do we have a Box?: false
Do we have an Apple?: true
After clearing: []

[Try the above code on Repl.it]

HashMap is an implementation of the Map interface. It allows you to store a collection of key-value pairs. The example below illustrates how to use a HashMap<String, Point> to maintain a list of coordinates and their identifiers e.g., the identifier x1 is used to identify the point 0,0 where x1 is the key and 0,0 is the value.

import java.awt.Point;
import java.util.HashMap;
import java.util.Map;

public class HashMapDemo {
    public static void main(String[] args) {
        HashMap<String, Point> points = new HashMap<>();

        // put the key-value pairs in the HashMap
        points.put("x1", new Point(0, 0));
        points.put("x2", new Point(0, 5));
        points.put("x3", new Point(5, 5));
        points.put("x4", new Point(5, 0));

        // retrieve a value for a key using the get method
        print("Coordinates of x1: " + pointAsString(points.get("x1")));

        // check if a key or a value exists
        print("Key x1 exists? " + points.containsKey("x1"));
        print("Key x1 exists? " + points.containsKey("y1"));
        print("Value (0,0) exists? " + points.containsValue(new Point(0, 0)));
        print("Value (1,2) exists? " + points.containsValue(new Point(1, 2)));

        // update the value of a key to a new value
        points.put("x1", new Point(-1,-1));

        // iterate over the entries
        for (Map.Entry<String, Point> entry : points.entrySet()) {
            print(entry.getKey() + " = " + pointAsString(entry.getValue()));
        }

        print("Number of keys: " + points.size());
        points.clear();
        print("Number of keys after clearing: " + points.size());

    }

    public static String pointAsString(Point p) {
        return "[" + p.x + "," + p.y + "]";
    }

    public static void print(String s) {
        System.out.println(s);
    }
}

Coordinates of x1: [0,0]
Key x1 exists? true
Key x1 exists? false
Value (0,0) exists? true
Value (1,2) exists? false
x1 = [-1,-1]
x2 = [0,5]
x3 = [5,5]
x4 = [5,0]
Number of keys: 4
Number of keys after clearing: 0

[Try the above code on Repl.it]

You can use the java.io.File class to represent a file object. It can be used to access properties of the file object.

import java.io.File;

public class FileClassDemo {

    public static void main(String[] args) {
        File f = new File("data/fruits.txt");
        System.out.println("full path: " + f.getAbsolutePath());
        System.out.println("file exists?: " + f.exists());
        System.out.println("is Directory?: " + f.isDirectory());
    }

}

full path: C:\sample-code\data\fruits.txt
file exists?: true
is Directory?: false

If you use backslash to specify the file path in a Windows computer, you need to use an additional backslash as an escape character because the backslash by itself has a special meaning. e.g., use "data\\fruits.txt", not "data\fruits.txt". Alternatively, you can use forward slash "data/fruits.txt" (even on Windows).

You can read from a file using a Scanner object that uses a File object as the source of data.

import java.io.File;
import java.io.FileNotFoundException;
import java.util.Scanner;

public class FileReadingDemo {

    private static void printFileContents(String filePath) throws FileNotFoundException {
        File f = new File(filePath); // create a File for the given file path
        Scanner s = new Scanner(f); // create a Scanner using the File as the source
        while (s.hasNext()) {
            System.out.println(s.nextLine());
        }
    }

    public static void main(String[] args) {
        try {
            printFileContents("data/fruits.txt");
        } catch (FileNotFoundException e) {
            System.out.println("File not found");
        }
    }

}

5 Apples
3 Bananas
6 Cherries

You can use a java.io.FileWriter object to write to a file.

import java.io.FileWriter;
import java.io.IOException;

public class FileWritingDemo {

    private static void writeToFile(String filePath, String textToAdd) throws IOException {
        FileWriter fw = new FileWriter(filePath);
        fw.write(textToAdd);
        fw.close();
    }

    public static void main(String[] args) {
        String file2 = "temp/lines.txt";
        try {
            writeToFile(file2, "first line" + System.lineSeparator() + "second line");
        } catch (IOException e) {
            System.out.println("Something went wrong: " + e.getMessage());
        }
    }

}

first line
second line

Note that you need to call the close() method of the FileWriter object for the writing operation to be completed.

You can create a FileWriter object that appends to the file (instead of overwriting the current content) by specifying an additional boolean parameter to the constructor.

private static void appendToFile(String filePath, String textToAppend) throws IOException {
    FileWriter fw = new FileWriter(filePath, true); // create a FileWriter in append mode
    fw.write(textToAppend);
    fw.close();
}

The java.nio.file.Files is a utility class that provides several useful file operations. It relies on the java.nio.file.Paths file to generate Path objects that represent file paths.

import java.io.IOException;
import java.nio.file.Files;
import java.nio.file.Paths;

public class FilesClassDemo {

    public static void main(String[] args) throws IOException{
        Files.copy(Paths.get("data/fruits.txt"), Paths.get("temp/fruits2.txt"));
        Files.delete(Paths.get("temp/fruits2.txt"));
    }

}

The techniques above are good enough to manipulate simple text files. Note that it is also possible to perform file I/O operations using other classes.

Java applications are typically delivered as JAR (short for Java Archive) files. A JAR contains Java classes and other resources (icons, media files, etc.).

An executable JAR file can be launched using the java -jar command.

The IDE can help you to package your application as a JAR file.

A software requirement specifies a need to be fulfilled by the software product.

A software project may be,

• a brown-field project i.e., develop a product to replace/update an existing software product
• a green-field project i.e., develop a totally new system with no precedent

In either case, requirements need to be gathered, analyzed, specified, and managed.

Requirements come from stakeholders.

Identifying requirements is often not easy. For example, stakeholders may not be aware of their precise needs, may not know how to communicate their requirements correctly, may not be willing to spend effort in identifying requirements, etc.

Requirements can be divided into two in the following way:

1. Functional requirements specify what the system should do.
2. Non-functional requirements specify the constraints under which system is developed and operated.

You may have to spend an extra effort in digging NFRs out as early as possible because,

1. NFRs are easier to miss e.g., stakeholders tend to think of functional requirements first
2. sometimes NFRs are critical to the success of the software. E.g. A web application that is too slow or that has low security is unlikely to succeed even if it has all the right functionality.

Requirements can be prioritized based the importance and urgency, while keeping in mind the constraints of schedule, budget, staff resources, quality goals, and other constraints.

A common approach is to group requirements into priority categories. Note that all such scales are subjective, and stakeholders define the meaning of each level in the scale for the project at hand.

Some requirements can be discarded if they are considered ‘out of the extent to which the software features should goscope’.

Here are some characteristics of well-defined requirements ^{[📖 zielczynski]}:

• Unambiguous
• Testable (verifiable)
• Clear (concise, terse, simple, precise)
• Correct
• Understandable
• Feasible (realistic, possible)
• Independent
• Not divisible any furtherAtomic
• Necessary
• Implementation-free (i.e. abstract)

Besides these criteria for individual requirements, the set of requirements as a whole should be

• Consistent
• Non-redundant
• Complete

In a brainstorming session there are no "bad" ideas. The aim is to generate ideas; not to validate them. Brainstorming encourages you to "think outside the box" and put "crazy" ideas on the table without fear of rejection.

Studying existing products can unearth shortcomings of existing solutions that can be addressed by a new product. Product manuals and other forms of documentation of an existing system can tell us how the existing solutions work.

Observing users in their natural work environment can uncover product requirements. Usage data of an existing system can also be used to gather information about how an existing system is being used, which can help in building a better replacement e.g. to find the situations where the user makes mistakes when using the current system.

Surveys can be used to solicit responses and opinions from a large number of stakeholders regarding a current product or a new product.

Interviewing stakeholders and domain experts can produce useful information that project requirements.

Focus groups are a kind of informal interview within an interactive group setting. A group of people (e.g. potential users, beta testers) are asked about their understanding of a specific issue, process, product, advertisement, etc.

Prototyping can uncover requirements, in particular, those related to how users interact with the system. UI prototypes or mock ups are often used in brainstorming sessions, or in meetings with the users to get quick feedback from them.

Prototyping can be used for discovering as well as specifying requirements e.g. a UI prototype can serve as a specification of what to build.

A textual description (i.e. prose) can be used to describe requirements. Prose is especially useful when describing abstract ideas such as the vision of a product.

Avoid using lengthy prose to describe requirements; they can be hard to follow.

A common format for writing user stories is:

You can write user stories on index cards or sticky notes, and arrange on walls or tables, to facilitate planning and discussion. Alternatively, you can use a software (e.g., GitHub Project Boards, Trello, Google Docs, ...) to manage user stories digitally.

^{[credit: https://www.flickr.com/photos/jakuza/2682466984/]}

^{[credit: https://www.flickr.com/photos/jakuza/with/2726048607/]}

^{[credit: https://commons.wikimedia.org/wiki/File:User_Story_Map_in_Action.png]}

The {benefit} can be omitted if it is obvious.

It is recommended to confirm there is a concrete benefit even if you omit it from the user story. If not, you could end up adding features that have no real benefit.

You can add more characteristics to the {user role} to provide more context to the user story.

You can write user stories at various levels. High-level user stories, called epics (or themes) cover bigger functionality. You can then break down these epics to multiple user stories of normal size.

You can add conditions of satisfaction to a user story to specify things that need to be true for the user story implementation to be accepted as ‘done’.

Other useful info that can be added to a user story includes (but not limited to)

• Priority: how important the user story is
• Size: the estimated effort to implement the user story
• Urgency: how soon the feature is needed

User stories capture user requirements in a way that is convenient for i.e. which features to include in the productscoping, i.e. how much effort each feature will takeestimation, and i.e. when to deliver each featurescheduling.

[User stories] strongly shift the focus from writing about features to discussing them. In fact, these discussions are more important than whatever text is written. _{[Mike Cohn, MountainGoat Software 🔗]}

User stories differ from e.g. a description of the requirements written in prosetraditional requirements specifications mainly in the level of detail. User stories should only provide enough details to make a reasonably low risk estimate of how long the user story will take to implement. When the time comes to implement the user story, the developers will meet with the customer face-to-face to work out a more detailed description of the requirements. [more...]

User stories can capture non-functional requirements too because even NFRs must benefit some stakeholder.

While use cases can be recorded on e.g. index cards or sticky notesphysical paper in the initial stages, an online tool is more suitable for longer-term management of user stories, especially if the team is not physically in the same locationco-located.

A use case describes an interaction between the user and the system for a specific functionality of the system.

System: Online Banking System (OBS)
Use case: UC23 - Transfer Money
Actor: User
MSS:
  1. User chooses to transfer money.
  2. OBS requests for details of the transfer.
  3. User enters the requested details.
  4. OBS requests for confirmation.
  5. User confirms.
  6. OBS transfers the money and displays the new account balance.
  Use case ends.

Extensions:
  3a. OBS detects an error in the entered data.
    3a1. OBS requests for the correct data.
    3a2. User enters new data
    Steps 3a1-3a2 are repeated until the data entered are correct.
    Use case resumes from step 4.
  
  3b. User requests to effect the transfer in a future date.
      3b1. OBS requests for confirmation.
      3b2. User confirms future transfer.
      Use case ends.
  
  *a. At any time, User chooses to cancel the transfer.
      *a1. OBS requests to confirm the cancellation.
      *a2. User confirms the cancellation.
      Use case ends.

UML includes a diagram type called use case diagrams that can illustrate use cases of a system visually, providing a visual ‘table of contents’ of the use cases of a system.

In the example on the right, note how use cases are shown as ovals and user roles relevant to each use case are shown as stick figures connected to the corresponding ovals.

Unified Modeling Language (UML) is a graphical notation to describe various aspects of a software system. UML is the brainchild of three software modeling specialists James Rumbaugh, Grady Booch and Ivar Jacobson (also known as the Three Amigos). Each of them has developed their own notation for modeling software systems before joining force to create a unified modeling language (hence, the term ‘Unified’ in UML). UML is currently the de facto modeling notation used in the software industry.

Use cases capture the functional requirements of a system.

A supplementary requirements section can be used to capture requirements that do not fit elsewhere. Typically, this is where most Non Functional Requirements will be listed.

Debugging is the process of discovering defects in the program. Here are some approaches to debugging:

• Bad -- By inserting temporary print statements: This is an ad-hoc approach in which print statements are inserted in the program to print information relevant to debugging, such as variable values. e.g. Exiting process() method, x is 5.347. This approach is not recommended due to these reasons.
  • Incurs extra effort when inserting and removing the print statements.
  • These extraneous program modifications increases the risk of introducing errors into the program.
  • These print statements, if not removed promptly after the debugging, may even appear unexpectedly in the production version.
• Bad -- By manually tracing through the code: Otherwise known as ‘eye-balling’, this approach doesn't have the cons of the previous approach, but it too is not recommended (other than as a 'quick try') due to these reasons:
  • It is difficult, time consuming, and error-prone technique.
  • If you didn't spot the error while writing code, you might not spot the error when reading code too.
• Good -- Using a debugger: A debugger tool allows you to pause the execution, then step through one statement at a time while examining the internal state if necessary. Most IDEs come with an inbuilt debugger. This is the recommended approach for debugging.

1. Start a branch named fix1 in a local repo. Create a commit that adds a line with some text to one of the files.

2. Switch back to master branch. Create a commit with a conflicting change i.e. it adds a line with some different text in the exact location the previous line was added.

3. Try to merge the fix1 branch onto the master branch. Git will pause mid-way during the merge and report a merge conflict. If you open the conflicted file, you will see something like this:

COLORS
------
blue
<<<<<<< HEAD
black
=======
green
>>>>>>> fix1
red
white

4. Observe how the conflicted part is marked between a line starting with <<<<<<< and a line starting with >>>>>>>, separated by another line starting with =======.

This is the conflicting part that is coming from the master branch:

<<<<<<< HEAD
black
=======

This is the conflicting part that is coming from the fix1 branch:

=======
green
>>>>>>> fix1

5. Resolve the conflict by editing the file. Let us assume you want to keep both lines in the merged version. You can modify the file to be like this:

COLORS
------
blue
black
green
red
white

6. Stage the changes, and commit.

1. Go to the GitHub page of your fork and review the add-intro PR you created previously in [Tools → Git & GitHub → Create PRs] to simulate the PR being reviewed by another developer, as explained below. Note that some features available to PR reviewers will be unavailable to you because you are also the author of the PR.

1. Fork the samplerepo-pr-practice onto your GitHub account. Clone it onto your computer.

2. Create a branch named add-intro in your clone. Add a couple of commits which adds/modifies an Introduction section to the README.md. Example:

# Introduction
Creating Pull Requests (PRs) is needed when using RCS in a multi-person projects.
This repo can be used to practice creating PRs.

3. Push the add-intro branch to your fork.

git push origin add-intro

4. Create a Pull Request from the add-intro branch in your fork to the master branch of the same fork (i.e. your-user-name/samplerepo-pr-practice, not se-edu/samplerepo-pr-practice), as described below.

4a. Go to the GitHub page of your fork (i.e. https://github.com/{your_username}/samplerepo-pr-practice), click on the Pull Requests tab, and then click on New Pull Request button.

4b. Select base fork and head fork as follows:

• base fork: your own fork (i.e. {your user name}/samplerepo-pr-practice, NOT se-edu/samplerepo-pr-practice)
• head fork: your own fork.

The base fork is where changes should be applied. The head fork contains the changes you would like to be applied.

4c. (1) Set the base branch to master and head branch to add-intro, (2) confirm the diff contains the changes you propose to merge in this PR (i.e. confirm that you did not accidentally include extra commits in the branch), and (3) click the Create pull request button.

4d. (1) Set PR name, (2) set PR description, and (3) Click the Create pull request button.

A common newbie mistake when creating branch-based PRs is to mix commits of one PR with another. To learn how to avoid that mistake, you are encouraged to continue and create another PR as explained below.

5. In your local repo, create a new branch add-summary off the master branch.

When creating the new branch, it is very important that you switch back to the master branch first. If not, the new branch will be created off the current branch add-intro. And that is how you end up having commits of the first PR in the second PR as well.

6. Add a commit in the add-summary branch that adds a Summary section to the README.md, in exactly the same place you added the Introduction section earlier.

7. Push the add-summary to your fork and create a new PR similar to before.

• GitHub's own documentation on creating a PR

1a. Go to the respective PR page and click on the Files changed tab. Hover over the line you want to comment on and click on the icon that appears on the left margin. That should create a text box for you to enter your comment.

1b. Enter some dummy comment and click on Start a review button.

1c. Add a few more comments in other places of the code.

1d. Click on the Review Changes button, enter an overall comment, and click on the Submit review button.

2. Update the PR to simulate revising the code based on reviewer comments. Add some more commits to the add-intro branch and push the new commits to the fork. Observe how the PR is updated automatically to reflect the new code.

3. Merge the PR. Go to the GitHub page of the respective PR, scroll to the bottom of the Conversation tab, and click on the Merge pull request button, followed by the Confirm merge button. You should see a Pull request successfully merged and closed message after the PR is merged.

4. Sync the local repo with the remote repo. Because of the merge you did on the GitHub, the master branch of your fork is now ahead of your local repo by one commit. To sync the local repo with the remote repo, pull the master branch to the local repo.

git checkout master
git pull origin master

Observe how the add-intro branch is now merged to the master branch in your local repo as well.

5. De-conflict the add-summary PR that you created earlier. Note that GitHub page for the add-summary PR is now showing a conflict (when you scroll to the bottom of that page, you should see a message This branch has conflicts that must be resolved). You can resolve it locally and update the PR accordingly, as explained below.

5a. Switch to the add-summary branch. To make that branch up-to-date with the master branch, merge the master branch to it, which will surface the merge conflict. Resolve it and complete the merge.

5b. Push the updated add-summary branch to the fork. That will remove the 'merge conflicts' warning in the GitHub page of the PR.

6. Merge the add-summary PR using the GitHub interface, similar to how you merged the previous PR.

Note that you could have merged the add-summary branch to the master branch locally before pushing it to GitHub. In that case, the PR will be merged on GitHub automatically to reflect that the branch has been merged already.

It is safer to use language constructs in the way they are meant to be used, even if the language allows shortcuts. Some such coding practices are common sources of bugs. Know them and avoid them.

Always include a default branch in case statements.

Furthermore, use it for the intended default action and not just to execute the last option. If there is no default action, you can use the 'default' branch to detect errors (i.e. if execution reached the default branch, throw an exception). This also applies to the final else of an if-else construct. That is, the final else should mean 'everything else', and not the final option. Do not use else when an if condition can be explicitly specified, unless there is absolutely no other possibility.

if (red) print "red";
else print "blue";

if (red) print "red";
else if (blue) print "blue";
else error("incorrect input");

• Use one variable for one purpose. Do not reuse a variable for a different purpose other than its intended one, just because the data type is the same.
• Do not reuse formal parameters as local variables inside the method.

double computeRectangleArea(double length, double width) {
    length = length * width;
    return length;
}

def compute_rectangle_area(length, width):
    length = length * width
    return length

double computeRectangleArea(double length, double width) {
    double area;
    area = length * width;
    return area;
}

def compute_rectangle_area(length, width):
    area = length * width
    return area
}

Never write an empty catch statement. At least give a comment to explain why the catch block is left empty.

You might feel reluctant to delete code you have painstakingly written, even if you have no use for that code any more ("I spent a lot of time writing that code; what if I need it again?"). Consider all code as baggage you have to carry; get rid of unused code the moment it becomes redundant. If you need that code again, simply recover it from the revision control tool you are using. Deleting code you wrote previously is a sign that you are improving.

Minimize global variables. Global variables may be the most convenient way to pass information around, but they do create implicit links between code segments that use the global variable. Avoid them as much as possible.

Define variables in the least possible scope. For example, if the variable is used only within the if block of the conditional statement, it should be declared inside that if block.

The most powerful technique for minimizing the scope of a local variable is to declare it where it is first used. _{-- Effective Java, by Joshua Bloch}

Resources:

• Refactoring: Reduce Scope of Variable

Code duplication, especially when you copy-paste-modify code, often indicates a poor quality implementation. While it may not be possible to have zero duplication, always think twice before duplicating code; most often there is a better alternative.

This guideline is closely related to the DRY Principle.