Python Data Structures and Programming Types

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Questions and Answers

Which characteristic of procedural programming contributes most significantly to the 'spaghetti-code' effect in large projects?

  • Heavy reliance on global variables and unstructured control flow. (correct)
  • Tendency for localized control flow with minimal use of function calls.
  • Emphasis on data structures over algorithms.
  • Strict enforcement of modularity and abstraction.

How does immutability affect the behavior of tuples when used as keys in a dictionary?

  • It prevents tuples from being used as dictionary keys.
  • It allows tuples to be used as dictionary keys because their hash values remain constant. (correct)
  • It requires tuples to be explicitly cast to a mutable type before being used as keys.
  • It allows modification of the tuple's elements, affecting the corresponding value in the dictionary.

What distinguishes the use of curly braces in dictionaries from their use in sets in Python?

  • Dictionaries use curly braces to define immutable elements only, while sets do not have this restriction.
  • Sets use curly braces to define the order of elements, while dictionaries do not.
  • Dictionaries use curly braces only for defining keys, while sets use them for values.
  • Dictionaries use curly braces to enclose key-value pairs, while sets use them to enclose single elements. (correct)

Given its characteristics, in what scenario is procedural programming (POP) most appropriate compared to object-oriented programming (OOP)?

<p>Writing a script for automating a series of simple tasks. (B)</p> Signup and view all the answers

How does Python's implementation of OOP differ from purely object-oriented languages like Java or Smalltalk?

<p>Python allows procedural and functional programming paradigms alongside OOP. (C)</p> Signup and view all the answers

Which combination of features accurately describes a Python set?

<p>Unordered, does not allow duplicate elements, not indexed. (C)</p> Signup and view all the answers

What is the significance of using a tuple for data that should not be altered after creation?

<p>Tuples, being immutable, prevent accidental modification of the data. (A)</p> Signup and view all the answers

How does the concept of a class relate to the creation of objects in object-oriented programming?

<p>A class serves as a blueprint for creating multiple instances of objects with similar attributes and behaviors. (B)</p> Signup and view all the answers

How are key-value pairs organized and accessed within a dictionary data structure?

<p>Each key is unique and associated with a value, accessible via the key's hash for efficient retrieval. (D)</p> Signup and view all the answers

Flashcards

Spaghetti code

Large procedural programs tending to turn into unorganized and difficult-to-understand code.

Tuples

A data type in Python which is ordered and unchangeable.

Dictionaries

A data structure enclosed in curly braces, storing data in key-value pairs.

Procedural-Oriented Programming

Suitable for small programming tasks.

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Object-oriented programming

A programming paradigm based on using objects to represent real-world entities

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Python Set

The set does not allow duplicate items, so this ensures uniqueness.

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Tuples guarantee write-protected data

If you have data that doesn't change, implementing it as tuple will guarantee that it remains write-protected

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Class

A class can be used over and over to create many objects.

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Are Dictionary keys unique?

Values are unique within a dictionary while keys may not be.

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Simula

Simula was the first programming language with the features of Object-oriented programming

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Study Notes

  • Procedural programming's major limitation is that large programs tend to turn into "spaghetti-code".
  • Tuples cannot be changed like lists.
  • Dictionaries are enclosed by curly braces ({}), and values are assigned and accessed using curly braces ({}).
  • POP (Procedural Oriented Programming) is suitable for small tasks only.
  • Python implements object-oriented programming.

Python Sets

  • Python Sets are not indexed.
  • Python Sets are changeable.
  • Python Sets do not allow duplicate values.
  • Python Sets are not ordered.

Python Tuples

  • Python Tuples are not changeable.
  • Python Tuples allow duplicate values.
  • Python Tuples are indexed.
  • Python Tuples are ordered.
  • Implementing data as a tuple guarantees that it remains write-protected if the data shouldn't change.
  • A class can be used to create many objects.
  • Each key in a dictionary data type is not separated from its value by a semicolon (;).

Procedural Programming

  • Procedural programming does not implement real-world entities like objects, hiding, and inheritance.

Python Dictionaries

  • Python Dictionaries are changeable.
  • Python Dictionaries do not allow duplicate keys.
  • Python Dictionaries are not ordered.
  • Python Dictionaries are indexed by keys.
  • The remove() method in set will raise an error if the item to remove does not exist.
  • Object-Oriented Programming (OOP) is about creating "objects".
  • The OOP approach provided the solution to the limitations of the procedural programming.
  • Object-Oriented Programming is not only based on the concept of methods and functions.
  • In OOP, it is easier to model real-world objects, represented as objects in the program code.

Python Lists

  • Python Lists are changeable.
  • Python Lists allow duplicate values.
  • Python Lists are indexed.
  • Python Lists are ordered.
  • Once a set is created, items cannot be changed, but new items can be added.
  • Values are unique within a dictionary, while keys are not.
  • An element with an index equal to -1 is the last one in the list.
  • Simula was the first programming language with object-oriented programming features.

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