Data Structures and Collections
A data structure is a programming construct that allows you to aggregate lots of values into one value. More simply, a data structure lets us hold on to lots of data in a single place. In Python, the data structures we used were lists, dictionaries, and tuples.
Java provides powerful and flexible structures to store data, known as collections. We'll introduce only a few here, but they will be sufficient for all of your basic needs while you get going with Java.
Ordered Data: Lists and Arrays
We'll explore collections in Java by looking at different versions of the same program. The program will function as a gradebook, allowing a user (a professor or teacher) to enter the class roster for a course, along with each student's grade. It then prints the class roster along with the average grade. In each variation of this program, the grading system could be anything numeric, such as a 0.0-4.0 point scale, or a 0-100 percentage scale.
We'll look at lists first, and as before, we'll compare Python to Java explicitly through example. Python provided one basic ordered data structure: the list. Here's our gradebook program in Python using only lists.
Gradebook (Python List Version)
def main():
students = []
# Use a space to allow for the while check below
newStudent = " "
print("Enter your students (or ENTER to finish):")
# Get student names
while (newStudent != ""):
newStudent = input()
if newStudent != "":
students.append(newStudent)
# Get student grades
grades = [0]*len(students)
for idx,student in enumerate(students):
newGrade = float(input("Grade for " + student + ": "))
grades[idx] = newGrade
# Print class roster
print("\nClass roster:")
for idx,student in enumerate(students):
print(student + " (" + str(grades[idx]) + ")")
avg = sum(grades) / len(grades)
print("\nAverage grade: " + str(avg))
if __name__ == '__main__':
main()
A test run of this program might yield the following:
Enter your students (or ENTER to finish):
Chris
Jesse
Sally
Grade for Chris: 3.0
Grade for Jesse: 4.0
Grade for Sally: 3.5
Class roster:
Chris (3.0)
Jesse (4.0)
Sally (3.5)
Average grade: 3.5
Once you feel like you understand this program, proceed to the next section, where we study the Java version.
Gradebook (Java ArrayList Version)
To write the Java version of this program we will have to introduce several new Java concepts. We will see the Java equivalent of a list, provided by the class ArrayList
. We will also review different kinds of for loops used in Java.
package org.launchcode.java.demos.java4python;
import java.util.ArrayList;
import java.util.Scanner;
public class Gradebook {
public static void main(String[] args) {
ArrayList<String> students = new ArrayList<>();
ArrayList<Double> grades = new ArrayList<>();
Scanner in = new Scanner(System.in);
String newStudent;
System.out.println("Enter your students (or ENTER to finish):");
// Get student names
do {
newStudent = in.nextLine();
if (!newStudent.equals("")) {
students.add(newStudent);
}
} while(!newStudent.equals(""));
// Get student grades
for (String student : students) {
System.out.print("Grade for " + student + ": ");
Double grade = in.nextDouble();
grades.add(grade);
}
// Print class roster
System.out.println("\nClass roster:");
double sum = 0.0;
for (int i = 0; i < students.size(); i++) {
System.out.println(students.get(i) + " (" + grades.get(i) + ")");
sum += grades.get(i);
}
double avg = sum / students.size();
System.out.println("Average grade: " + avg);
}
}
Before going any further, I suggest you run the above program in IntelliJ.
Once you've done that, let's look at what is happening in the Java source code.
ArrayList<String> students = new ArrayList<>();
ArrayList<Double> grades = new ArrayList<>();
Scanner in = new Scanner(System.in);
String newStudent;
Here we declare and initialize two objects, students
and grades
, which appears to be of type ArrayList<String>
and ArrayList<Double>
, respectively. An ArrayList
in Java is very similar to a list in Python, with one important difference. Unlike Python, where lists can contain any type of value, in Java we must let the compiler know what kind of objects our list is going to contain. In the case of students
, the ArrayList
will contain values of type String
(representing the names of the students), so we use the ArrayList<String>
syntax to inform the compiler that we intend to fill our list with strings. Similarly, grades
will hold exclusively values of type Double
and is declared to be of type ArrayList<Double>
.
We then initialize each list by creating a new, empty list. Note that when we call the ArrayList
constructor, as in new ArrayList<>()
, we don't need to specify type (it's implicit in the left-hand side of the assignment).
We then use a do-while loop to collect the names of each of the students in the class.
// Get student names
do {
newStudent = in.nextLine();
if (!newStudent.equals("")) {
students.add(newStudent);
}
} while(!newStudent.equals(""));
Recall that a do-while loop is very similar to a while loop, but it has its check at the end of the loop block. This has the net effect that we'll always run the block at least once. In this example, we prompt the user for a name, which we read in via in.nextLine()
when they hit the enter key. To finish entering names, they enter a blank line.
For each student that is entered (that is, each non-empty line), we add the new string to the end of our list with students.add(newStudent)
. The .add()
method is a method provided by the ArrayList Class. There are lots of other list methods.
Below the do-while loop are two different for loops that demonstrate the two ways you can loop through a list in Java. Here's the first, which collects the numeric grade for each student:
// Get student grades
for (String student : students) {
System.out.print("Grade for " + student + ": ");
Double grade = in.nextDouble();
grades.add(grade);
}
This for loop syntax is very similar to that of Python, where the analogous loop would begin: for student in students:
. As you might expect at this point, we must declare the iterator variable student
in Java, which was not explicitly done in Python.
The other for loop on display prints out each student's name and grade:
// Print class roster
System.out.println("\nClass roster:");
double sum = 0.0;
for (int i = 0; i < students.size(); i++) {
System.out.println(students.get(i) + " (" + grades.get(i) + ")");
sum += grades.get(i);
}
In this loop, we use a loop index, a different style of for loop. We also introduce the syntax students.size()
which utilizes the ArrayList
's size()
method to return the integer representing the number of items in the list.
The syntax of this for loop may look strange to you, but in fact it is not too different from what happens in Python using range
. The syntax for (int i = 0; i < students.size(); i++)
is exactly equivalent to the Python for i in range(len(students))
. The first statement inside the parenthesis declares and initializes a loop index variable i
. The second statement is a Boolean expression that is our exit condition. In other words, we will keep looping as long as this expression evaluates to true. The third statement is used to increment the value of the loop index variable at the end of iteration through the loop. The syntax i++
is Java shorthand for i = i + 1
. Java also supports the shorthand i--
to decrement the value of i
. Like Python, you can also write i += 2
as shorthand for i = i + 2
.
In the final lines of the program, we compute the average grade for all students:
double avg = sum / students.size();
System.out.println("Average grade: " + avg);
ArrayList Methods and Properties
Let's gather up a few of the ArrayList
methods and properties that we've encountered so far, along a few new ones. While these will be the most common methods and properties that you use with this class, they by no means represent a complete list. Refer to the official documentation on the ArrayList
class for such a list, and for more details.
Name | Description | Example |
---|---|---|
size |
Represents the number of items in the list, as an int |
students.size() |
add |
Adds an item to the list | students.add("Sally") |
contains |
Checks to see if the list contains a given item, returning a boolean | students.contains("Haley") |
indexOf |
Looks for an item in a list, returns the index of the first occurrence of the item if it exists, returns -1 otherwise | students.indexOf("Zach") |
sort |
Sorts a list, using the "default" sort comparison | students.sort() |
toArray |
Returns an array containing the elements of the list | students.toArray() |
Gradebook (Java Array Version)
We were introduced to arrays in Java in a previous lesson, so let's spend a moment comparing them to lists. As we noted at that beginning of this section, we are going to use the Java ArrayList
type to store simple sets of data. They are easy to use and more closely match the way that Python lists behave.
Why does Java have both arrays and ArrayList
? The answer is historical, at least in part. Java is a C-style language, and arrays are the most basic data structure in C. Additionally, using an array over an ArrayList
might be preferred in some circumstances, primarily for performance reasons (array operations are generally faster than list operations). Also note that arrays are of fixed size. You can not expand or contract an array after it is created, so you must know exactly how many elements it will need to hold when you create it. This fact is reason enough to use lists in most scenarios.
To illustrate array usage, here is a version of the gradebook program that uses arrays instead of lists:
package org.launchcode.java.demos.java4python;
import java.util.ArrayList;
import java.util.Scanner;
public class GradebookArray {
public static void main(String[] args) {
// Allow for at most 30 students
int maxStudents = 30;
String[] students = new String[maxStudents];
double[] grades = new double[maxStudents];
Scanner in = new Scanner(System.in);
String newStudent;
int numStudents = 0;
System.out.println("Enter your students (or ENTER to finish):");
// Get student names
do {
newStudent = in.nextLine();
if (!newStudent.equals("")) {
students[numStudents] = newStudent;
numStudents++;
}
} while(!newStudent.equals(""));
// Get student grades
for (int i = 0; i < numStudents; i++) {
System.out.print("Grade for " + students[i] + ": ");
double grade = in.nextDouble();
grades[i] = grade;
}
// Print class roster
System.out.println("\nClass roster:");
double sum = 0.0;
for (int i = 0; i < numStudents; i++) {
System.out.println(students[i] + " (" + grades[i] + ")");
sum += grades[i];
}
double avg = sum / numStudents;
System.out.println("Average grade: " + avg);
}
}
Note that we have to decide up front how large our arrays students
and grades
are going to be. Thus, it is advisable to make the arrays potentially larger than they need to be. Like lists, we can index into arrays with integers (students[i]
for example). Unlike lists, however, there is no analog of .add()
, which adds an item to "the end" of a list. We must always access and assign array elements using an explicit index. This makes for code that can seem littered with array counters (like our friends i
and j
) and is more difficult to read (not to mention more error-prone).
Like lists, however, we can loop through an array using a for-each
loop as long as we don't need to use the index of the current item. If we only wanted to print each student's name, and not their grade, at the end of our program, we could do the following:
for (String student : students)
{
System.out.println(student);
}
We'll use an array from time-to-time, but for the most part you should rely on lists to store collections of values, or ordered data.
Key/Value Data: HashMaps
Just as Python provides the dictionary structure to allow us to store data as key/value pairs, Java also provides us a similar mechanism. Java calls these objects hash maps (or maps, more generally), and they are provided by the HashMap
class.
Considering the gradebook example, we can improve our program using a map, and storing students' grades along with their names in the same data structure. The names will be the keys, and the grades will be the values.
Gradebook (Python Dictionary Version)
Were we to write our gradebook program above using dictionaries, we'd come up with something like this:
def main():
students = {}
newStudent = " "
print("Enter your students (or ENTER to finish):")
# Get student names
while (newStudent != ""):
newStudent = input("Name: ")
if newStudent != "":
newGrade = float(input("Grade: "))
students[newStudent] = newGrade
# Print class roster
print("\nClass roster:")
for student in students:
print(student + " (" + str(students[student]) + ")")
avg = sum(students.values()) / len(students)
print("\nAverage grade: " + str(avg))
if __name__ == '__main__':
main()
Gradebook (Java HashMap Version)
Let's now turn to the Java version, using instances of the HashMap
class. As with lists, in Java we must specify the types of the objects we'll be storing when we declare a variable or parameter to be a map. This means specifying both key and value data types, which are allowed to be different types for a given map.
package org.launchcode.java.demos.java4python;
import java.util.HashMap;
import java.util.Map;
import java.util.Scanner;
/**
* Created by LaunchCode
*/
public class GradebookHashMap {
public static void main(String[] args) {
HashMap<String, Double> students = new HashMap<>();
Scanner in = new Scanner(System.in);
String newStudent;
System.out.println("Enter your students (or ENTER to finish):");
// Get student names and grades
do {
System.out.print("Student: ");
newStudent = in.nextLine();
if (!newStudent.equals("")) {
System.out.print("Grade: ");
Double newGrade = in.nextDouble();
students.put(newStudent, newGrade);
// Read in the newline before looping back
in.nextLine();
}
} while(!newStudent.equals(""));
// Print class roster
System.out.println("\nClass roster:");
double sum = 0.0;
for (Map.Entry<String, Double> student : students.entrySet()) {
System.out.println(student.getKey() + " (" + student.getValue() + ")");
sum += student.getValue();
}
double avg = sum / students.size();
System.out.println("Average grade: " + avg);
}
}
We can add a new item with a .put()
method, specifying both key and value: students.put(newStudent, newGrade)
.
And while we don't do so in this example, we may also access HashMap
elements using the get
method. If we had a key/value pair of "jesse"/4.0
in the students
map, we could access the grade with Double jesseGrade = students.get("jesse")
. As with Python, variables may be used to access elements:
String name = "jesse";
Double jesseGrade = students.get(name);
Looping through a map is slightly more complex than it is for lists. Let's look at the for-each loop from this example:
for (Map.Entry<String, Double> student : students.entrySet()) {
System.out.println(student.getKey() + " (" + student.getValue() + ")");
sum += student.getValue();
}
The iterator variable, student
, is of type Map.Entry<String, Double>
. The class Map.Entry
is specifically constructed to be used in this fashion, to represent key/value pairs within HashMaps. Each Map.Entry
object has a getKey
method and a getValue
method, which represent (surprisingly enough!), the key and value of the map item.
If you only need to access the key of each item in a map, you can construct a simpler loop:
for (String student : students.keySet())
{
System.out.println(student);
}
A similar structure applies if you only need the values, using students.values()
:
for (double grade : students.values())
{
System.out.println(grade);
}
HashMap Methods
Let's collect some HashMap
properties and methods. As we said about lists, this is by no means a comprehensive list. For full details on all properties and methods available, see the official documentation on the HashMap
class.
Name | Description | Example |
---|---|---|
size |
Returns the number of items in the map, as an int . |
students.size() |
keySet |
Returns a collection containing all keys in the map. This collection may be used in a for-each loop just as lists are, but the map may not be modified within such a loop. | students.keySet() |
values |
Returns a collection containing all values in the map. This collection may be used in a for-each loop just as lists are. | students.values() |
put |
Add a key/value pair to a map. | students.put("Mark", 3.5) |
containsKey |
Returns a boolean indicating whether or not the map contains a given key. | students.containsKey("Chris") |
containsValue |
Returns a boolean indicating whether or not the map contains a given value. | students.containsValue(4.0) |
We have only brushed the surface of how lists and maps work, and we leave it to you to refer to the official documentation linked below for more details. You'll certainly be using lists and maps in more ways than those covered in this lesson, but with the knowledge you have now, you should be able to use Java collections and learn new uses as you go.