Podcast
Questions and Answers
Which of the following best describes the concept of data abstraction?
Which of the following best describes the concept of data abstraction?
- The separation of a data type's logical properties from its implementation details. (correct)
- The encryption of sensitive data to protect it from unauthorized access.
- The physical storage of data on a hard drive.
- The process of combining data and functions into a single unit.
What is the primary purpose of information hiding in the context of abstraction?
What is the primary purpose of information hiding in the context of abstraction?
- To reduce the amount of memory used by a program.
- To control access to the details within a module, preventing external access. (correct)
- To protect sensitive data from unauthorized modification.
- To make code more readable by using descriptive variable names.
Which level of the Abstract Data Type (ADT) focuses on how the data structure is represented and how its operations are implemented?
Which level of the Abstract Data Type (ADT) focuses on how the data structure is represented and how its operations are implemented?
- Application Level
- Implementation Level (correct)
- Logical Level
- Abstract Level
When working at the Application level of an ADT, what is the primary focus?
When working at the Application level of an ADT, what is the primary focus?
Which of the following is the correct association with the logical level of an ADT?
Which of the following is the correct association with the logical level of an ADT?
What is the purpose of specifying preconditions for a method?
What is the purpose of specifying preconditions for a method?
What is the significance of postconditions in method specifications?
What is the significance of postconditions in method specifications?
In Java, what is the primary characteristic of an abstract method?
In Java, what is the primary characteristic of an abstract method?
Which of the following statements is true regarding Java interfaces?
Which of the following statements is true regarding Java interfaces?
What happens when a class implements an interface in Java?
What happens when a class implements an interface in Java?
What is a key benefit of using interfaces in software design?
What is a key benefit of using interfaces in software design?
Which of the following is true regarding the binding of figures[3] in the given code snippet FigureInterface[] figures = new FigureInterface[COUNT];
... (Loop to generate figures) ... figures[3]
?
Which of the following is true regarding the binding of figures[3] in the given code snippet FigureInterface[] figures = new FigureInterface[COUNT];
... (Loop to generate figures) ... figures[3]
?
Which data structure follows the Last In, First Out (LIFO) principle?
Which data structure follows the Last In, First Out (LIFO) principle?
Which of the following is NOT a fundamental operation typically associated with a stack?
Which of the following is NOT a fundamental operation typically associated with a stack?
A programming language system uses a stack for call operations; what other operations do use stacks?
A programming language system uses a stack for call operations; what other operations do use stacks?
In the context of collections, what is the primary characteristic that distinguishes a stack from other types of collections?
In the context of collections, what is the primary characteristic that distinguishes a stack from other types of collections?
Why is implementing separate ADTs for different data types in a collection often considered redundant and not useful?
Why is implementing separate ADTs for different data types in a collection often considered redundant and not useful?
If a collection holds elements of the 'Object' class, what consideration must be taken when retrieving elements from the collection?
If a collection holds elements of the 'Object' class, what consideration must be taken when retrieving elements from the collection?
Which of the following describes the primary advantage of using generic stacks?
Which of the following describes the primary advantage of using generic stacks?
When using a generic stack, how is the type of element to be held specified?
When using a generic stack, how is the type of element to be held specified?
Why is it important for a Stack ADT to include methods like isEmpty()
and isFull()
?
Why is it important for a Stack ADT to include methods like isEmpty()
and isFull()
?
In the context of the StackInterface, what is the purpose of throwing a StackOverflowException
?
In the context of the StackInterface, what is the purpose of throwing a StackOverflowException
?
What is the primary focus when studying an array-based implementation of a Stack ADT?
What is the primary focus when studying an array-based implementation of a Stack ADT?
What is the significance of using protected
access modifier for elements
and topIndex
in the ArrayBoundedStack
class?
What is the significance of using protected
access modifier for elements
and topIndex
in the ArrayBoundedStack
class?
In the ArrayBoundedStack
class, what is the purpose of the DEFCAP
constant?
In the ArrayBoundedStack
class, what is the purpose of the DEFCAP
constant?
What is a key difference between an ArrayBoundedStack
and an ArrayListStack
implementation of a stack?
What is a key difference between an ArrayBoundedStack
and an ArrayListStack
implementation of a stack?
When implementing the isEmpty()
method for ArrayListStack
, what operation of the ArrayList class is used?
When implementing the isEmpty()
method for ArrayListStack
, what operation of the ArrayList class is used?
The code for push()
used some method of the ArrayList, which method?
The code for push()
used some method of the ArrayList, which method?
In the context of balanced expressions, what is the role of a stack?
In the context of balanced expressions, what is the role of a stack?
In the algorithm for checking balanced expressions, what action is taken when a closing symbol is encountered?
In the algorithm for checking balanced expressions, what action is taken when a closing symbol is encountered?
What integer should the test procedure return if an expression has unbalanced symbols?
What integer should the test procedure return if an expression has unbalanced symbols?
What is the key characteristic of a self-referential class, such as LLNode
used in linked lists?
What is the key characteristic of a self-referential class, such as LLNode
used in linked lists?
Letters is the LLNode
head of the String 'BCD'. What output is produced by the following code block: LLNode<String> currNode = letters;
while (currNode != null)
{
System.out.println(currNode.getInfo());
currNode = currNode.getLink();
}
?
Letters is the LLNode
head of the String 'BCD'. What output is produced by the following code block: LLNode<String> currNode = letters;
while (currNode != null)
{
System.out.println(currNode.getInfo());
currNode = currNode.getLink();
}
?
In a linked list, there are different general case of insertion, one of them is:
In a linked list, there are different general case of insertion, one of them is:
Given the code for inserting a node at the front of a linked list, what happens if the list is initially empty?
Given the code for inserting a node at the front of a linked list, what happens if the list is initially empty?
In a link-based stack implementation, what instance variable is primarily needed?
In a link-based stack implementation, what instance variable is primarily needed?
Which step happens second to implement the push(C) procedure for the linked stack, assuming that A and B are already members?
Which step happens second to implement the push(C) procedure for the linked stack, assuming that A and B are already members?
What is the primary benefit of using a linked implementation for a stack compared to an array-based implementation when the number of stack elements varies greatly?
What is the primary benefit of using a linked implementation for a stack compared to an array-based implementation when the number of stack elements varies greatly?
What is the primary advantage of using an array-based implementation for a stack when the maximum stack size is known and relatively small?
What is the primary advantage of using an array-based implementation for a stack when the maximum stack size is known and relatively small?
In postfix notation, how are operators positioned relative to their operands?
In postfix notation, how are operators positioned relative to their operands?
During the postfix expression evaluation algorithm, what is done when an item being scanned is an operand?
During the postfix expression evaluation algorithm, what is done when an item being scanned is an operand?
What distinguishes a composite data type from an atomic (primitive) data type?
What distinguishes a composite data type from an atomic (primitive) data type?
Which of the following data types represents a structured composite type?
Which of the following data types represents a structured composite type?
What is the primary goal of information hiding within the concept of abstraction?
What is the primary goal of information hiding within the concept of abstraction?
In the context of Abstract Data Types (ADTs), what does the 'logical level' primarily define?
In the context of Abstract Data Types (ADTs), what does the 'logical level' primarily define?
What is the purpose of preconditions and postconditions when specifying methods in an ADT?
What is the purpose of preconditions and postconditions when specifying methods in an ADT?
In Java, what is the key characteristic of methods declared within an interface?
In Java, what is the key characteristic of methods declared within an interface?
What is a benefit of using interfaces in Java for ADT design?
What is a benefit of using interfaces in Java for ADT design?
"Data are nouns in the programming world". Which is an accurate consideration of the presented definition?
"Data are nouns in the programming world". Which is an accurate consideration of the presented definition?
Which is an accurate reflection of the purpose of software design?
Which is an accurate reflection of the purpose of software design?
How does the LIFO principle relate to the functionality of a stack?
How does the LIFO principle relate to the functionality of a stack?
Why is the constructor operation essential for stack ADTs?
Why is the constructor operation essential for stack ADTs?
What is the implication of declaring a Stack ADT as a 'generic stack'?
What is the implication of declaring a Stack ADT as a 'generic stack'?
What is the significance of the StackUnderflowException
in the Stack ADT?
What is the significance of the StackUnderflowException
in the Stack ADT?
What does studying an array-based implementation of a stack ADT primarily involve?
What does studying an array-based implementation of a stack ADT primarily involve?
Imagine you want to create a Stack
that holds Integer
objects. How do you declare such a stack using generic collections?
Imagine you want to create a Stack
that holds Integer
objects. How do you declare such a stack using generic collections?
Why might a stack be useful in a programming language system?
Why might a stack be useful in a programming language system?
When the isFull()
method returns true, what operation can cause the StackOverflowExecption
to be thrown?
When the isFull()
method returns true, what operation can cause the StackOverflowExecption
to be thrown?
What is a key advantage of the ArrayListStack
implementation compared to the ArrayBoundedStack
implementation?
What is a key advantage of the ArrayListStack
implementation compared to the ArrayBoundedStack
implementation?
Which Java ArrayList
method is used by ArrayListStack
to implement it's own stack push()
?
Which Java ArrayList
method is used by ArrayListStack
to implement it's own stack push()
?
Which data type is used for the variables openSet
and closeSet
in algorithm verification of paranthesis and braces using stacks?
Which data type is used for the variables openSet
and closeSet
in algorithm verification of paranthesis and braces using stacks?
In the algorithm for checking if an expression is well-formed, what is done with non special sympols?
In the algorithm for checking if an expression is well-formed, what is done with non special sympols?
What does the test method do in an expression that is checked to see if grouping symbols are balanced, but comes to an end permaturely?
What does the test method do in an expression that is checked to see if grouping symbols are balanced, but comes to an end permaturely?
In the context of linked lists, what is a self-referential class, such as LLNode
?
In the context of linked lists, what is a self-referential class, such as LLNode
?
Given a linked list with head letters
, which insertion general case involves modifying the link
of the head node?
Given a linked list with head letters
, which insertion general case involves modifying the link
of the head node?
In a link-based stack implementation, what is contained within the single instance variable?
In a link-based stack implementation, what is contained within the single instance variable?
When implementing the push()
method for a link-based stack, consider that newNode is the node needed, and top is the stack top to become a member. How is this implemented?
When implementing the push()
method for a link-based stack, consider that newNode is the node needed, and top is the stack top to become a member. How is this implemented?
During postfix expression evaluation, what action is taken when an operator is encountered?
During postfix expression evaluation, what action is taken when an operator is encountered?
What are the memory implications of using a Link-based stack vs the array approach?
What are the memory implications of using a Link-based stack vs the array approach?
Regarding the constructors of the stack: Which class has operation efficiency O(N)?
Regarding the constructors of the stack: Which class has operation efficiency O(N)?
For Java's Collections Framework Stack, what class does your Stack
extend?
For Java's Collections Framework Stack, what class does your Stack
extend?
What happens when push()
is called in the ArrayStack
class?
What happens when push()
is called in the ArrayStack
class?
True or False: Stack ADT will be a generic stack.
True or False: Stack ADT will be a generic stack.
In the push(T element)
method, what happens to the stack once isFull()
returns false?
In the push(T element)
method, what happens to the stack once isFull()
returns false?
Which statement is true regarding the method top()
?
Which statement is true regarding the method top()
?
For what values of the topIndex
is isEmpty()
considered false? Assume standard stack procedures.
For what values of the topIndex
is isEmpty()
considered false? Assume standard stack procedures.
How is a Stack typically visually represented?
How is a Stack typically visually represented?
The code for array pop()
used what notation?
The code for array pop()
used what notation?
How does a stack handle data in relation to its ordering?
How does a stack handle data in relation to its ordering?
Which of the following operations transforms a stack by adding an element to it?
Which of the following operations transforms a stack by adding an element to it?
If a method is specified to throw a StackUnderflowException
, under what condition does this typically occur?
If a method is specified to throw a StackUnderflowException
, under what condition does this typically occur?
In an ArrayBoundedStack
implementation, how is the top of the stack initially indicated?
In an ArrayBoundedStack
implementation, how is the top of the stack initially indicated?
What is the purpose of the openSet
and closeSet
variables in the Balanced
class used for checking balanced expressions?
What is the purpose of the openSet
and closeSet
variables in the Balanced
class used for checking balanced expressions?
When implementing a stack using a linked list, which reference is primarily maintained by the LinkedStack
class?
When implementing a stack using a linked list, which reference is primarily maintained by the LinkedStack
class?
What is meant when data is described as the 'nouns' of the programming world?
What is meant when data is described as the 'nouns' of the programming world?
What distinguishes a 'structured composite type' from other data types?
What distinguishes a 'structured composite type' from other data types?
How does data encapsulation contribute to data abstraction?
How does data encapsulation contribute to data abstraction?
What is the essential characteristic of the logical level of an Abstract Data Type (ADT)?
What is the essential characteristic of the logical level of an Abstract Data Type (ADT)?
Why are preconditions important when specifying a method in an ADT?
Why are preconditions important when specifying a method in an ADT?
In Java, what is a defining characteristic of methods declared within an interface?
In Java, what is a defining characteristic of methods declared within an interface?
What is a key advantage of using interfaces in Java for ADT design?
What is a key advantage of using interfaces in Java for ADT design?
In the context of an ArrayBoundedStack
, what is the significance of having a bounded implementation?
In the context of an ArrayBoundedStack
, what is the significance of having a bounded implementation?
What is a primary advantage of using a generic stack?
What is a primary advantage of using a generic stack?
Under what circumstances would an array-based stack implementation be preferred over a link-based implementation?
Under what circumstances would an array-based stack implementation be preferred over a link-based implementation?
What is a key advantage of the link-based stack implementation compared to the array-based stack?
What is a key advantage of the link-based stack implementation compared to the array-based stack?
In a LinkedStack
implementation, what is the first step in the push
operation?
In a LinkedStack
implementation, what is the first step in the push
operation?
What is the time complexity for basic stack operations (push, pop, top) in both array-based and link-based implementations?
What is the time complexity for basic stack operations (push, pop, top) in both array-based and link-based implementations?
What is the primary difference in memory usage between array-based and link-based stack implementations?
What is the primary difference in memory usage between array-based and link-based stack implementations?
What is the time complexity of the constructor operation for the ArrayBoundedStack
class?
What is the time complexity of the constructor operation for the ArrayBoundedStack
class?
Flashcards
Data
Data
Representation of information suitable for communication or analysis.
Data Type
Data Type
Category of data defined by its elements and operations.
Atomic Type
Atomic Type
Type with single, non-decomposable elements.
Composite Type
Composite Type
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Data Abstraction
Data Abstraction
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Data Encapsulation
Data Encapsulation
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Abstraction
Abstraction
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Information Hiding
Information Hiding
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Abstract Data Type
Abstract Data Type
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Preconditions
Preconditions
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Postconditions
Postconditions
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Stack
Stack
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Constructor (Stack)
Constructor (Stack)
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Push
Push
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Pop
Pop
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Top
Top
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Collection
Collection
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isEmpty()
isEmpty()
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isFull()
isFull()
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StackUnderflowException
StackUnderflowException
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StackOverflowException
StackOverflowException
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Node (Linked List)
Node (Linked List)
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Self-Referential Class
Self-Referential Class
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Study Notes
- Data represents information in a manner suitable for communication or analysis by humans or machines.
- Data is the nouns of the programming world, representing objects that are manipulated and information being processed
Data Type
- Data Type is a category of data characterized by the supported elements and operations.
- Simple data types include integers, real numbers, and characters.
Primitive vs. Composite Type
- Atomic or primitive types are data types with single, non-decomposable data items.
- Composite types have multiple data items.
- Structured composite types are organized collections in which the organization determines data access.
Data Abstraction and Encapsulation
- Data abstraction separates a data type's logical properties from its implementation.
- Data encapsulation separates the representation of data from the applications using it, enforcing information hiding.
2.1 Abstraction
- Abstraction is a system model with details essential to the viewer.
- Information hiding restricts access to details to control access to the rest of the system.
- Data abstraction is the separation of a data type’s logical properties from its implementation.
- Abstract Data Type (ADT) has properties specified independently of any particular implementation.
Abstract Data Type (ADT)
- An ADT is a data type with properties specified independently of any particular implementation.
- Java built-in types are ADTs.
- Java programmers can use the Java class mechanism to build their own ADTs.
ADT Perspectives
- Application level uses the ADT to solve a problem, knowing how to create instances and invoke operations.
- Logical level provides an abstract view of data values and operations, addressing "what" questions.
- Implementation level provides a specific representation of the structure for data and operations, addressing "how" questions.
- Preconditions are assumptions that must be true for a method to work correctly.
- Postconditions or Effects: are results expected after a method executes, assuming the preconditions are true.
Java Abstract Methods and Interfaces
- Abstract methods include a description of parameters but no method bodies or implementations, including only the interface.
- Java interfaces are similar to Java classes but with constant variables and abstract methods that cannot be instantiated.
- Interfaces specify the logical level of an ADT, providing a template with a class then implementing it.
- One benefit of using interfaces is the ability to formally check the specifications syntax.
- Another benefit is that interfaces formally verifies that the interface “contract" is met by the implementation, by ensuring that names, parameters, and return types match what was defined in the interface
- Interfaces allow for a consistent interface for applications from alternative ADT implementations.
2.1 Stacks
- A stack is a structure where elements are added and removed from only one end, being "last in, first out" (LIFO).
Stack Operations
- Constructor: Creates an empty stack.
- Transformers:
- Push adds an element to the top.
- Pop removes the top element.
- Observer: Top returns the top element.
Stack use
- Stacks are used for system programming, including tracking operation calls in programming languages, analyzing nested language statements in compilers and saving information about the currently executing process so that operating systems can use high priority.
Collection Elements
- A Collection is an object that holds other objects, allowing contents to be inserted, removed, and iterated through.
- A stack serves as Collection ADT, gathering elements for future use and maintains a first in – last out ordering.
Implementing Stacks with Varied Element Types
Strategies for implementing stacks that will hold elements of different types:
- Separate ADTs for each type: Implement a separate stack class for each element type
- Class Object: Implement a stack that contains elements of class Object.
- Interface: Implement a stack class that holds elements of a particular interface
- Generics: Implement once and indicate the type of element to be held on instantiation.
Collections of Class Object
- Whenever an element is removed from the collection it can only be referenced as an Object.
- It must be cast into the type that is intended to be used,
2.4 Stack Interface
- A stack is a "last-in-first-out" structure with push, pop, and top operations.
- A constructor creates an empty stack.
- The Stack ADT is a generic stack: the element class will be specified by the client code upon stack instantiation.
- StackUnderflowException is thrown if pop and top operations happen on a stack that is empty.
- isEmpty method is defined for application use when a stack is empty StackOverflowException is thrown if a push operations happens on a stack that is full.
- isFull method is defined for application use to stop this from occurring.
2.5 Array-Based Implementations
- Study an array-based implementation of a bounded Stack ADT.
- alternate unbounded implementation that uses the Java Library ArrayList class will also be covered
ArrayBoundedStack Class
- Implements StackInterface using an array to hold stack elements.
- Two constructors are provided: one that creates an array of a default size and one that allows the calling program to specify the size.
Stack Operations Definition
- isEmpty() will returns true if this stack is empty, or false if it is not: checking the topIndex is equal to -1.
- isFull() will returns true if this stack is full, or false if it is not: checking the topIndex is equal to the elements.length - 1.
- Push(T element) will throw stackOverflowException when a push is attempted on a full Stack. Alternatively when pushing to a Stack index is incremented by on then assigned the Element.
- Pop() will throw a stackUnderflowException when a pop is attempted on an empty Stack. Alternatively the element is set to Null, then the index decremented by one.
- Top() top.getInfo() will throw a stackUnderflowException top has been attempted on an empty Stack.
Using ArrayListStack Class
ArrayListStack Class uses the Java class library
- Benefits
- No need to worry about stacks being bounded.
- Provides size method to track top of stack
2.7 Introduction to Linked Lists
- Both arrays and linked lists are basic building blocks for implementing data structures.
- Arrays and Linked Lists have key differences: memory use, manner of access, efficiency for various operations, and language support.
- A node stores important information with links to the same object type.
- Self-referential classes include an instance variable or variables that can hold a reference to an object of the same class.
LLNode class
- Provides two instance variables which are protected T info; and protected LLNode<T> link;
- Is used by creating setting a new LLNode.setLink(letters); then assigning it letters = newNode;
Traversal of a Linked List
- Is performed by creating a variable LLNode<String> currNode = letters; then looping the list with while (currNode != null) and outputting data with System.out.println(currNode.getInfo()); then assigning it to currNode = currNode.getLink();
Insertion and Deletion
Three general cases of insertion are:
- Insert at the beginning
- insert in interior
- insert at end
- to insert at the front code is newNode.setLink(letters); letters = newNode;
- The push(C) operation involves allocating space for the next stack node, setting the node info to the element, making the node link to the previous top of stack and making the top of stack to the new node.
2.8 Link-Based Stack
- Using a linked list to implement the Stack ADT, the only instance variable needed is the "pointer" to the 'top' with protected LLNode<T> top;
Code for the push and pull methods
-
push
-
LLNode<T> newNode = new LLNode<T>(element);
-
newNode.setLink(top);
-
top = newNode;
-
pop
-
top = top.getLink();
-
Storage size: Array storage takes the same amount of memory: proportional to maximum size. Conversely Link-based stores take space proportional to the actual size of the stack (but each element requires more space than with array approach)
-
Operation efficiency: All operations, for each approach, are O(1), except for the Constructors:Array-based: O(N) whereas Link-based has O(1)
Choice
- The linked implementation does not have space limitations, and number of stack elements can vary greatly. -The array-based implementation is short, simple, and efficient and it operations have less overhead.
- The Java Collections Framework Stack implementation is the Vector class which extends the Object class. The framework uses the same methods, push, pop and top and also includes both and return top element and a serarch function.
ArrayStack Class using Object class
- A class that is written that contains the standard methodds with exception handling.
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