LinkedIn skill assessment answers and questions — Python (لغة برمجة)

“الثعبان has emerged as a powerhouse in the world of programming, renowned for its simplicity, versatility, and robustness. في هذا الدليل الشامل, نحن متحمسون لتقديم مجموعة منسقة من أسئلة تقييم المهارات و الإجابات إلى عن على الثعبان.

Whether you’re a seasoned developer looking to expand your capabilities or a beginner aiming to understand the fundamentals of this popular language, this resource is designed to help you become proficient in Python and its applications. Join us as we explore the core concepts of الثعبان, including data structures, خوارزميات, تطوير الشبكة, و اكثر, empowering you to harness the full potential of this essential programming language.”

Q1. What is an abstract class?

• An abstract class is the name for any class from which you can instantiate an object.
• Abstract classes must be redefined any time an object is instantiated from them.
• Abstract classes must inherit from concrete classes.
• An abstract class exists only so that other “concrete” classes can inherit from the abstract class.

مرجع

Q2. What happens when you use the built-in function any() on a list?

• ال any() function will randomly return any item from the list.
• ال any() function returns True if any item in the list evaluates to True. غير ذلك, it returns False.
• ال any() function takes as arguments the list to check inside, and the item to check for. إذا “أي” of the items in the list match the item to check for, the function returns True.
• ال any() function returns a Boolean value that answers the question “Are there any items in this list?”

مثال

if any([True, False, False, False]) == True:
    print('Yes, there is True')
>>> 'Yes, there is True'

Q3. What data structure does a binary tree degenerate to if it isn’t balanced properly?

• linked list
• طابور
• تعيين
• OrderedDict

مرجع

Q4. What statement about static methods is true?

• Static methods are called static because they always return None.
• Static methods can be bound to either a class or an instance of a class.
• Static methods serve mostly as utility methods or helper methods since they can’t access or modify a class’s state.
• Static methods can access and modify the state of a class or an instance of a class.

مرجع

Q5. What are attributes?

• Attributes are long-form versions of an if/else بيان, used when testing for equality between objects.
• Attributes are a way to hold data or describe a state for a class or an instance of a class.
• Attributes are strings that describe characteristics of a class.
• Function arguments are called “attributes” in the context of class methods and instance methods.

تتم محاذاة كل طبقة وهذه كلها في نفس الوقت: Attributes are defined under the class, and arguments go under the functions. arguments usually refer to parameters, whereas attributes are the constructors of the class or an instance of a class.

Q6. What is the term to describe this code?

count, fruit, price = (2, 'apple', 3.5)

• Tuple assignment.
• Tuple unpacking.
• Tuple matching.
• Tuple duplication.

مرجع

Q7. What built-in list method would you use to remove items from a list?

• .delete() طريقة
• pop(my_list)
• del(my_list)
• .pop() طريقة

مرجع

مثال

my_list = [1,2,3]
my_list.pop(0)
my_list
>>>[2,3]

Q8. What is one of the most common uses of Python’s sys مكتبة?

• To capture command-line arguments given at a file’s runtime.
• To connect various systems, such as connecting a web front end, an API service, a database, and a mobile app.
• To take a snapshot of all the packages and libraries in your virtual environment.
• To scan the health of your Python ecosystem while inside a virtual environment.

مرجع

Q9. What is the runtime of accessing a value in a dictionary by using its key?

• ال(ن), also called linear time.
• ال(log n), also called logarithmic time.
• ال(n^2), also called quadratic time.
• ال(1), also called constant time.

Q10. What is the correct syntax for defining a class called Game, if it inherits from a parent class called LogicGame?

• class Game(LogicGame): pass
• def Game(LogicGame): pass
• def Game.LogicGame(): pass
• class Game.LogicGame(): pass

تتم محاذاة كل طبقة وهذه كلها في نفس الوقت: The parent class which is inherited is passed as an argument to the child class. Therefore, here the first option is the right answer.

سوف تحتاج إلى تحقيق ما لا يقل عن. What is the proper format for writing a doctest?

• ا

def sum(a, b):
    """
    sum(4, 3)
    7

    sum(-4, 5)
    1
    """
    return a + b

• ب

def sum(a, b):
    """
    >>> sum(4, 3)
    7

    >>> sum(-4, 5)
    1
    """
    return a + b

• C

def sum(a, b):
    """
    # >>> sum(4, 3)
    # 7

    # >>> sum(-4, 5)
    # 1
    """
    return a + b

• د

def sum(a, b):
    ###
    >>> sum(4, 3)
    7

    >>> sum(-4, 5)
    1
    ###
    return a + b

تتم محاذاة كل طبقة وهذه كلها في نفس الوقت: استعمال ''' to start the doc and add the output of the cell after >>>

س 12. What built-in Python data type is commonly used to represent a stack?

• set
• list
• None
• dictionary
• You can only build a stack from scratch.

Q13. What would this expression return?

college_years = ['Freshman', 'Sophomore', 'Junior', 'Senior']
return list(enumerate(college_years, 2019))

• [('Freshman', 2019), ('Sophomore', 2020), ('Junior', 2021), ('Senior', 2022)]
• [(2019, 2020, 2021, 2022), ('Freshman', 'Sophomore', 'Junior', 'Senior')]
• [('Freshman', 'Sophomore', 'Junior', 'Senior'), (2019, 2020, 2021, 2022)]
• [(2019, 'Freshman'), (2020, 'Sophomore'), (2021, 'Junior'), (2022, 'Senior')]

س 14. What is the purpose of the “self” keyword when defining or calling instance methods?

• self means that no other arguments are required to be passed into the method.
• There is no real purpose for the self طريقة; it’s just historic computer science jargon that Python keeps to stay consistent with other programming languages.
• self refers to the instance whose method was called.
• self refers to the class that was inherited from to create the object using self.

مرجع

Simple example

class my_secrets:
    def __init__(self, password):
        self.password = password
        pass
instance = my_secrets('1234')
instance.password
>>>'1234'

س 15. Which of these is NOT a characteristic of namedtuples?

• You can assign a name to each of the namedtuple members and refer to them that way, similarly to how you would access keys in dictionary.
• Each member of a namedtuple object can be indexed directly, just like in a regular tuple.
• namedtuples are just as memory efficient as regular tuples.
• No import is needed to use namedtuples because they are available in the standard library.

We need to import it using:from collections import namedtuple

س 16. What is an instance method?

• Instance methods can modify the state of an instance or the state of its parent class.
• Instance methods hold data related to the instance.
• An instance method is any class method that doesn’t take any arguments.
• An instance method is a regular function that belongs to a class, but it must return None.

Q17. Which statement does NOT describe the object-oriented programming concept of encapsulation?

• It protects the data from outside interference.
• A parent class is encapsulated and no data from the parent class passes on to the child class.
• It keeps data and the methods that can manipulate that data in one place.
• It only allows the data to be changed by methods.

مرجع

س 18. What is the use of an if/else statement?

• It tells the computer which chunk of code to run if the instructions you coded are incorrect.
• It runs one chunk of code if all the imports were successful, and another chunk of code if the imports were not successful.
• It executes one chunk of code if a condition is true, but a different chunk of code if the condition is false.
• It tells the computer which chunk of code to run if the is enough memory to handle it, and which chunk of code to run if there is not enough memory to handle it.

مرجع

Q19. What built-in Python data type is best suited for implementing a queue?

• قاموس
• تعيين
• لا شيء. You can only build a queue from scratch.
• قائمة

س 20. What is the correct syntax for instantiating a new object of the type Game?

• my_game = class.Game()
• my_game = class(Game)
• my_game = Game()
• my_game = Game.create()

مرجع

س 21. What does the built-in map() function do?

• It creates a path from multiple values in an iterable to a single value.
• It applies a function to each item in an iterable and returns the value of that function.
• It converts a complex value type into simpler value types.
• It creates a mapping between two different elements of different iterables.

مرجع

تتم محاذاة كل طبقة وهذه كلها في نفس الوقت: – The syntax for map() function is list(map(function,iterable)). The simple area finder using a map would be like this

import math
radius = [1,2,3]
area = list(map(lambda x: round(math.pi*(x**2), 2), radius))
area
>>> [3.14, 12.57, 28.27]

Q22. If you don’t explicitly return a value from a function, ماذا حدث?

• The function will return a RuntimeError if you don’t return a value.
• If the return keyword is absent, the function will return None.
• If the return keyword is absent, the function will return True.
• The function will enter an infinite loop because it won’t know when to stop executing its code.

مرجع. When the return statement is None or has no value or there is no return statement the function returns None.

Q23. What is the purpose of the pass statement in Python?

• It is used to skip the yield statement of a generator and return a value of None.
• It is a null operation used mainly as a placeholder in functions, الطبقات, إلخ.
• It is used to pass control from one statement block to another.
• It is used to skip the rest of a while أو for loop and return to the start of the loop.

The pass statement is used as a placeholder for future code. When the pass statement is executed, nothing happens, but you avoid getting an error when empty code is not allowed. مرجع

س 24. What is the term used to describe items that may be passed into a function?

• arguments
• النماذج
• attributes
• decorators

Q25. Which collection type is used to associate values with unique keys?

• slot
• dictionary
• queue
• sorted list

مرجع

س 26. When does a For loop stop iterating?

• when it encounters an infinite loop
• when it encounters an if/else statement that contains a break keyword
• when it has assessed each item in the iterable it is working on or a break keyword is encountered
• when the runtime for the loop exceeds O(n^2)

مرجع

Q27. Assuming the node is in a singly linked list, what is the runtime complexity of searching for a specific node within a singly linked list?

• The runtime is O(ن) because in the worst case, the node you are searching for is the last node, and every node in the linked list must be visited.
• The runtime is O(nk), with n representing the number of nodes and k representing the amount of time it takes to access each node in memory.
• The runtime cannot be determined unless you know how many nodes are in the singly linked list.
• The runtime is O(1) because you can index directly to a node in a singly linked list.

س 28. Given the following three lists, how would you create a new list that matches the desired output printed below?

fruits = ['Apples', 'Oranges', 'Bananas']
quantities = [5, 3, 4]
prices = [1.50, 2.25, 0.89]

#Desired output
[('Apples', 5, 1.50),
('Oranges', 3, 2.25),
('Bananas', 4, 0.89)]

• ا

output = []

fruit_tuple_0 = (first[0], quantities[0], price[0])
output.append(fruit_tuple)

fruit_tuple_1 = (first[1], quantities[1], price[1])
output.append(fruit_tuple)

fruit_tuple_2 = (first[2], quantities[2], price[2])
output.append(fruit_tuple)

return output

• ب

i = 0
output = []
for fruit in fruits:
    temp_qty = quantities[i]
    temp_price = prices[i]
    output.append((fruit, temp_qty, temp_price))
    i += 1
return output

• C

groceries = zip(fruits, quantities, prices)
return groceries

>>> [
('Apples', 5, 1.50),
('Oranges', 3, 2.25),
('Bananas', 4, 0.89)
]

• د

i = 0
output = []
for fruit in fruits:
    for qty in quantities:
        for price in prices:
            output.append((fruit, qty, price))
    i += 1
return output

س 29. What happens when you use the built-in function all() on a list?

• ال all() function returns a Boolean value that answers the question “Are all the items in this list the same?
• ال all() function returns True if all the items in the list can be converted to strings. غير ذلك, it returns False.
• ال all() function will return all the values in the list.
• ال all() function returns True if all items in the list are evaluated to True. غير ذلك, it returns False.

مرجع

تتم محاذاة كل طبقة وهذه كلها في نفس الوقت: all() returns True if all in the list are True. See example below:

test = [True, False, False, False]
if all(test) is True:
    print('Yeah, all of them are true.')
else:
    print('There is an imposter.')

>>> 'There is an imposter'

Q30. What is the correct syntax for calling an instance method on a class named Game?

(Answer format may vary. Game and roll (or dice_roll) should each be called with no parameters.)

• ا

>>> dice = Game()
>>> dice.roll()

• ب

>>> dice = Game(self)
>>> dice.roll(self)

• C

>>> dice = Game()
>>> dice.roll(self)

• د

>>> dice = Game(self)
>>> dice.roll()

س 31. What is the algorithmic paradigm of quick sort?

• Backtracking
• Dynamic programming
• Decrease and conquer
• Divide and conquer

Both merge sort and quicksort employ a common algorithmic paradigm based on recursion. This paradigm, divide-and-conquer, breaks a problem into subproblems that are similar to the original problem, recursively solves the subproblems, and finally combines the solutions to the subproblems to solve the original problem. مرجع

Q32. What is the runtime complexity of the list’s built-in .append() طريقة?

• ال(1), also called constant time.
• ال(log n), also called logarithmic time.
• ال(n^2), also called quadratic time.
• ال(ن), also called linear time.

This function has constant time complexity i.e. ال(1), because lists are randomly accessed so the last element can be reached in O(1) time that’s why the time taken to add the new element at the end of the list is O(1).

على ___. What is the key difference between a set و list?

• A set is an ordered collection of unique items. A list is an unordered collection of non-unique items.
• Elements can be retrieved from a list but they cannot be retrieved from a set.
• A set is an ordered collection of non-unique items. A list is an unordered collection of unique items.
• A set is an unordered collection of unique items. A list is an ordered collection of non-unique items.

س 34. What is the definition of abstraction as applied to object-oriented Python?

• Abstraction means that a different style of code can be used since many details are already known to the program behind the scenes.
• Abstraction means the implementation is hidden from the user, and only the relevant data or information is shown.
• Abstraction means that the data and the functionality of a class are combined into one entity.
• Abstraction means that a class can inherit from more than one parent class.

Abstraction in Python is defined as a process of handling complexity by hiding unnecessary information from the user. مرجع

تتم محاذاة كل طبقة وهذه كلها في نفس الوقت. What does this function print?

def print_alpha_nums(abc_list, num_list):
    for char in abc_list:
        for num in num_list:
            print(char, num)
    return

print_alpha_nums(['a', 'b', 'c'], [1, 2, 3])

• ا

a 1
a 2
a 3
b 1
b 2
b 3
c 1
c 2
c 3

• ب

['a', 'b', 'c'], [1, 2, 3]

• C

aaa
bbb
ccc
111
222
333

• د

a 1 2 3
b 1 2 3
c 1 2 3

Q36. Pick the correct representation of doctest for a function in Python.

• ا

def sum(a, b):
    # a = 1
    # b = 2
    # sum(a, b) = 3

    return a + b

• ب

def sum(a, b):
    """
    a = 1
    b = 2
    sum(a, b) = 3
    """

    return a + b

• C

def sum(a, b):
    """
    >>> a = 1
    >>> b = 2
    >>> sum(a, b)
    3
    """

    return a + b

• د

def sum(a, b):
    '''
    a = 1
    b = 2
    sum(a, b) = 3
    '''
    return a + b

تتم محاذاة كل طبقة وهذه كلها في نفس الوقت: استعمال """ to start and end the docstring and use >>> to represent the output. If you write this correctly you can also run the doctest using the build-in doctest module

Q37. Suppose a Game class inherits from two parent classes: BoardGame and LogicGame. Which statement is true about the methods of an object instantiated from the Game class?

• When instantiating an object, the object doesn’t inherit any of the parent class’s methods.
• When instantiating an object, the object will inherit the methods of whichever parent class has more methods.
• When instantiating an object, the programmer must specify which parent class to inherit methods from.
• An instance of the Game class will inherit whatever methods the BoardGame and LogicGame classes have.

Q38. What does calling namedtuple on a collection type return?

• a generic object class with iterable parameter fields
• a generic object class with non-iterable named fields
• a tuple subclass with non-iterable parameter fields
• a tuple subclass with iterable named fields

مثال

# namedtuple function accepts the following arguments to generate a class
from collections import namedtuple
>>> Point = namedtuple('Point',['x','y'])
>>> point = Point(100, 200)
>>> point
    Point(x=100, y=200)

# Which lets you use both unpacking and iteration to access
>>> x, y = point
>>> print(f'({x}, {y})')
    (100, 200)
>>> for coordinate in point:
        print(coordinate)
    100
    200

مرجع

Q39. What symbol(الصورة) do you use to assess equality between two elements?

• &&
• =
• ==
• ||

س 40. Review the code below. What is the correct syntax for changing the price to 1.5?

fruit_info = {
  'fruit': 'apple',
  'count': 2,
  'price': 3.5
}

• fruit_info ['price'] = 1.5
• my_list [3.5] = 1.5
• 1.5 = fruit_info ['price]
• my_list['price'] == 1.5

س 41. What value would be returned by this check for equality?

5 != 6

• yes
• False
• True
• None

تتم محاذاة كل طبقة وهذه كلها في نفس الوقت: In Python, != is equivalent to not equal to.

س 42. What does a class’s __init__() method do?

• It makes classes aware of each other if more than one class is defined in a single code file.
• It is included to preserve backward compatibility from Python 3 to Python 2, but it no longer needs to be used in Python 3.
• It is a method that acts as a constructor and is called automatically whenever a new object is created from a class. It sets the initial state of a new object.
• It initializes any imports you may have included at the top of your file.

مرجع

مثال:

class test:
    def __init__(self):
        print('I came here without your permission lol')
        pass
t1 = test()
>>> 'I came here without your permission lol'

س 43. What is meant by the phrase “space complexity”?

• How many microprocessors it would take to run your code in less than one second
• How many lines of code are in your code file
• The amount of space taken up in memory as a function of the input size
• How many copies of the code file could fit in 1 GB of memory

س 44. What is the correct syntax for creating a variable that is bound to a dictionary?

• fruit_info = {'fruit': 'apple', 'count': 2, 'price': 3.5}
• fruit_info =('fruit': 'apple', 'count': 2,'price': 3.5 ).dict()
• fruit_info = ['fruit': 'apple', 'count': 2,'price': 3.5 ].dict()
• fruit_info = to_dict('fruit': 'apple', 'count': 2, 'price': 3.5)

س 45. What is the proper way to write a list comprehension that represents all the keys in this dictionary?

fruits = {'Apples': 5, 'Oranges': 3, 'Bananas': 4}

• fruit_names = [x in fruits.keys() for x]
• fruit_names = for x in fruits.keys() *
• fruit_names = [x for x in fruits.keys()]
• fruit_names = x for x in fruits.keys()

س 46. What is the purpose of the self keyword when defining or calling methods on an instance of an object?

• self refers to the class that was inherited from to create the object using self.
• There is no real purpose for the self طريقة. It’s just legacy computer science jargon that Python keeps to stay consistent with other programming languages.
• self means that no other arguments are required to be passed into the method.
• self refers to the instance whose method was called.

تتم محاذاة كل طبقة وهذه كلها في نفس الوقت: – Try running the example of the Q42 without passing self argument inside the __init__, you’ll understand the reason. You’ll get the error like this __init__() takes 0 positional arguments but 1 was given, this means that something is going inside even if it hasn’t been specified, which is the instance itself.

Q47. What statement about the class methods is true?

• A class method is a regular function that belongs to a class, but it must return None.
• A class method can modify the state of the class, but it can’t directly modify the state of an instance that inherits from that class.
• A class method is similar to a regular function, but a class method doesn’t take any arguments.
• A class method holds all of the data for a particular class.

مرجع
Class methods are methods that are called on the class itself, not on a specific object instance. وبالتالي, it belongs to a class level, and all class instances share a class method.

س 48. What does it mean for a function to have linear runtime?

• You did not use very many advanced computer programming concepts in your code.
• The difficulty level your code is written at is not that high.
• It will take your program less than half a second to run.
• The amount of time it takes the function to complete grows linearly as the input size increases.

Q49. What is the proper way to define a function?

• def getMaxNum(list_of_nums): # body of function goes here
• func get_max_num(list_of_nums): # body of function goes here
• func getMaxNum(list_of_nums): # body of function goes here
• def get_max_num(list_of_nums): # body of function goes here

The use of underscores as word separators dates back to the late 1960s. It is particularly associated with C, is found in The C Programming Language (1978), and contrasted with the Pascal case (a type of camel case). ومع ذلك, the convention traditionally had no specific name: the Python programming language style guide refers to it simply as “أدنىcase_with_underscores”.[2] Within Usenet the term snake_case was first seen in the Rubycommunity in 2004,[3] used by Gavin Kistner, جاري الكتابة: بالمناسبة…what _do you call that naming style? snake_case? That’s what I’ll call it until someone corrects me.

مرجع

س 50. According to the PEP 8 coding style guidelines, how should constant values be named in Python?

• in camel case without using underscores to separate words — منها مثلا. maxValue = 255
• in lowercase with underscores to separate words — منها مثلا. max_value = 255
• in all caps with underscores separating words — منها مثلا. MAX_VALUE = 255
• in the mixed case without using underscores to separate words — منها مثلا. MaxValue = 255

Use an uppercase single letter, word, or words. Separate words with underscores to improve readability. مرجع

س 51. Describe the functionality of a deque.

• A deque adds items to one side and removes items from the other side.
• A deque adds items to either or both sides but only removes items from the top.
• A deque adds items at either or both ends and removes items at either or both ends.
• A deque adds items only to the top but removes them from either or both sides.

Deque or Double Ended Queue is a generalized version of the Queue data structure that allows inserting and deletion at both ends. مرجع

Q52. What is the correct syntax for creating a variable that is bound to a set?

• my_set = {0, 'apple', 3.5}
• my_set = to_set(0, 'apple', 3.5)
• my_set = (0, 'apple', 3.5).to_set()
• my_set = (0, 'apple', 3.5).set()

Q53. What is the correct syntax for defining an __init__() method that takes no parameters?

• :

class __init__(self):
    pass

• :

def __init__():
    pass

• :

class __init__():
    pass

• :

def __init__(self):
    pass

س 54. Which of the following is TRUE About how numeric data would be organized in a Binary Search Tree?

• For any given node in a binary search tree, the value of the node is greater than all the values in the node’s left subtree and less than the ones in its right subtree.
• Binary Search Tree cannot be used to organize and search through numeric data, given the complications that arise with very deep trees.
• The top node of the binary search tree would be an arbitrary number. All the nodes to the left of the top node need to be less than the top node’s number, but they don’t need to be ordered in any particular way.
• The smallest numeric value would go in the topmost node. The next highest number would go in its left child node, the the next highest number after that would go in its right child node. This pattern would continue until all numeric values were in their node.

في علوم الكمبيوتر, a binary search tree (BST), also called an ordered or sorted binary tree, is a rooted binary tree data structure with the key of each internal node being greater than all the keys in the respective node’s left subtree and less than the ones in its right subtree. مرجع

Q55. Why would you use a decorator?

• A decorator is similar to a class and should be used if you are doing functional programming instead of object-oriented programming.
• A decorator is a visual indicator to someone reading your code that a portion of your code is critical and should not be changed.
• You use the decorator to alter the functionality of a function without having to modify the function code.
• An import statement is preceded by a decorator, python knows to import the most recent version of whatever package or library is being imported.

Decorators allow us to wrap another function to extend the behavior of the wrapped function, without permanently modifying it. مرجع

س 56. When would you use a for loop?

• Only in some situations, as loops are used only for certain types of programming.
• When you need to check every element in an iterable of known length.
• When you want to minimize the use of strings in your code.
• When you want to run code in one file for a function in another file.

مرجع

Q57. What is the most self-descriptive way to define a function that calculates sales tax on a purchase?

• ا:

def tax(my_float):
    ''' Calculates the sales tax of a purchase. Takes in a float representing the subtotal as an argument and returns a float representing the sales tax.'''
    pass

• ب:

def tx(amt):
    ''' Gets the tax on an amount.'''

• C:

def sales_tax(amount):
    ''' Calculates the sales tax of a purchase. Takes in a float representing the subtotal as an argument and returns a float representing the sales tax.'''

• د:

def calculate_sales_tax(subtotal):
    pass

س 58. What would happen if you did not alter the state of the element that an algorithm is operating on recursively?

• You do not have to alter the state of the element the algorithm is recursing on.
• You would eventually get a KeyError when the recursive portion of the code ran out of items to recurse on.
• You would get a RuntimeError: maximum recursion depth exceeded.
• The function using recursion would return None.

explanation

س 59. What is the runtime complexity of searching for an item in a binary search tree?

• The runtime for searching in a binary search tree is O(1) because each node acts as a key, similar to a dictionary.
• The runtime for searching in a binary search tree is O(ن!) because every node must be compared to every other node.
• The runtime for searching in a binary search tree is generally O(ح), where h is the height of the tree.
• The runtime for searching in a binary search tree is O(ن) because every node in the tree must be visited.

explanation

س 60. Why would you use mixin?

• You use a mixin to force a function to accept an argument at runtime even if the argument wasn’t included in the function’s definition.
• You use a mixin to allow a decorator to accept keyword arguments.
• You use a mixin to make sure that a class’s attributes and methods don’t interfere with global variables and functions.
• If you have many classes that all need to have the same functionality, you’d use a mixin to define that functionality.

There are two main situations where mixins are used: You want to provide a lot of optional features for a class. You want to use one particular feature in a lot of different classes. مرجع explanation

س 61. What is the runtime complexity of adding an item to a stack and removing an item from a stack?

• Add items to a stack in O(1) time and remove items from a stack on O(ن) زمن.
• Add items to a stack in O(1) time and remove items from a stack in O(1) زمن.
• Add items to a stack in O(ن) time and remove items from a stack on O(1) زمن.
• Add items to a stack in O(ن) time and remove items from a stack in O(ن) زمن.

س 62. Which statement accurately describes how items are added to and removed from a stack?

• a stack adds items to one side and removes items from the other side.
• a stack adds items to the top and removes items from the top.
• a stack adds items to the top and removes items from anywhere in the stack.
• a stack adds items to either end and removes items from either end.

تتم محاذاة كل طبقة وهذه كلها في نفس الوقت: Stack uses the آخر في الخروج أولا مقاربة.

س 63. What is a base case in a recursive function?

• A base case is the condition that allows the algorithm to stop recursing. It is usually a problem that is small enough to solve directly.
• The base case is a summary of the overall problem that needs to be solved.
• The base case is passed in as an argument to a function whose body makes use of recursion.
• The base case is similar to a base class, in that it can be inherited by another object.

س 64. Why is it considered good practice to open a file from within a Python script by using the with كلمة رئيسية?

• ال with keyword lets you choose which application to open the file in.
• ال with keyword acts like a for حلقة, and lets you access each line in the file one by one.
• There is no benefit to using the with keyword for opening a file in Python.
• When you open a file using the with keyword in Python, Python will make sure the file gets closed, even if an exception or error is thrown.

It is good practice to use the ‘with’ keyword when dealing with file objects. The advantage is that the file is properly closed after its suite finishes, even if an exception is raised at some point. Using with is also much shorter than writing equivalent try-finally blocks:

مثال

>>> f = open('workfile', 'w', encoding="utf-8")
>>> with open('workfile', encoding="utf-8") as f:
    read_data = f.read()
# We can check that the file has been automatically closed.
>>> f.closed
True

مرجع

س 65. Why would you use a virtual environment?

• Virtual environments create a “bubble” around your project so that any libraries or packages you install within it don’t affect your entire machine.
• Teams with remote employees use virtual environments so they can share code, do code reviews, and collaborate remotely.
• Virtual environments were common in Python 2 because they augmented missing features in the language. Virtual environments are not necessary in Python 3 due to advancements in the language.
• Virtual environments are tied to your GitHub or Bitbucket account, allowing you to access any of your repos virtually from any machine.

س 66. What is the correct way to run all the doctests in a given file from the command line?

• python3 -m doctest <_filename_>
• python3 <_filename_>
• python3 <_filename_> rundoctests
• python3 doctest

There is also a command line shortcut for running testmod(). You can instruct the Python interpreter to run the doctest module directly from the standard library and pass the module name(الصورة) on the command line: python -m doctest -v example.py This will import example.py as a standalone module and run testmod() عليه. Note that this may not work correctly if the file is part of a package and imports other submodules from that package.
مرجع
tutorial video

Q67. What is a lambda function ?

• any function that makes use of scientific or mathematical constants, often represented by Greek letters in academic writing
• a function that gets executed when decorators are used
• any function whose definition is contained within five lines of code or fewer
• صغير, anonymous function that can take any number of arguments but has only expression to evaluate

مرجع

تتم محاذاة كل طبقة وهذه كلها في نفس الوقت:

The lambda notation is an anonymous function that can take any number of arguments with only a single expression (أي, cannot be overloaded). It has been introduced in other programming languages, such as C++ and Java. The lambda notation allows programmers to “bypass” function declaration.

Q68. What is the primary difference between lists and tuples?

• You can access a specific element in a list by indexing to its position, but you cannot access a specific element in a tuple unless you iterate through the tuple
• Lists are mutable, meaning you can change the data that is inside them at any time. Tuples are immutable, meaning you cannot change the data that is inside them once you have created the tuple.
• Lists are immutable, meaning you cannot change the data that is inside them once you have created the list. Tuples are mutable, meaning you can change the data that is inside them at any time.
• Lists can hold several data types inside them at once, but tuples can only hold the same data type if multiple elements are present.

مرجع

Q69. What does a generator return?

• لا شيء
• An iterable object
• A linked list data structure from a non-empty list
• All the keys of the given dictionary

س 70. What is the difference between class attributes and instance attributes?

• Instance attributes can be changed, but class attributes cannot be changed
• Class attributes are shared by all instances of the class. Instance attributes may be unique to just that instance
• There is no difference between class attributes and instance attributes
• Class attributes belong just to the class, not to the instance of that class. Instance attributes are shared among all instances of a class

س 71. What is the correct syntax for creating an instance method?

• :

def get_next_card():
  # method body goes here

• :

def get_next_card(self):
  # method body goes here

• :

def self.get_next_card():
  # method body goes here

• :

def self.get_next_card(self):
  # method body goes here

التحكم في مخاطر سلامة العمليات. What is the correct way to call a function?

• get_max_num([57, 99, 31, 18])
• call.(get_max_num)
• def get_max_num([57, 99, 31, 18])
• call.get_max_num([57, 99, 31, 18])

Q73. How do you add a comment to an existing Python script?

• -- This is a comment
• # This is a comment
• /* This is a comment */
• // This is a comment

مرجع

التحكم في مخاطر سلامة العمليات. What is the correct syntax for replacing the string apple in the list with the string orange?

my_list = ['kiwi', 'apple', 'banana']

• orange = my_list[1]
• my_list[1] = 'orange'
• my_list['orange'] = 1
• my_list[1] == orange

Q75. What will happen if you use a while loop and forget to include logic that eventually causes the while loop to stop?

• Nothing will happen; your computer knows when to stop running the code in the while loop.
• You will get a KeyError.
• Your code will get stuck in an infinite loop.
• You will get a WhileLoopError.

س 76. Describe the functionality of a queue.

• A queue adds items to either end and removes items from either end.
• A queue adds items to the top and removes items from the top.
• A queue adds items to the top and removes items from anywhere in, a list.
• A queue adds items to the top and removes items from anywhere in the queue.

Q77. Which choice is the most syntactically correct example of conditional branching?

• ا:

num_people = 5

if num_people > 10:
    print("There is a lot of people in the pool.")
elif num_people > 4:
    print("There are some people in the pool.")
else:
    print("There is no one in the pool.")

• ب:

num_people = 5

if num_people > 10:
    print("There is a lot of people in the pool.")
if num_people > 4:
    print("There are some people in the pool.")
else:
    print("There is no one in the pool.")

• C:

num_people = 5

if num_people > 10;
    print("There is a lot of people in the pool.")
elif num_people > 4;
    print("There are some people in the pool.")
else;
    print("There is no one in the pool.")

• د:

if num_people > 10;
    print("There is a lot of people in the pool.")
if num_people > 4;
    print("There are some people in the pool.")
else;
    print("There is no one in the pool.")

Q78. How does defaultdict عمل?

• defaultdict will automatically create a dictionary for you that has keys which are the integers 0-10.
• defaultdict forces a dictionary to only accept keys that are of the types specified when you created the defaultdict (such as strings or integers).
• If you try to read from a defaultdict with a nonexistent key, a new default key-value pair will be created for you instead of throwing a KeyError.
• defaultdict stores a copy of a dictionary in memory that you can default to if the original gets unintentionally modified.

defaultdict is a container-like dictionary present in the module collections. The functionality of both dictionaries and defaultdict are almost the same except for the fact that defaultdict never raises a KeyError. It provides a default value for the key that does not exist.

مثال

# Function to return a default
# values for keys that are not
# present
def def_value():
    return "Not Present"

# Defining the dict
d = defaultdict(def_value)

مرجع

Q79. What is the correct syntax for adding a key called variety إلى fruit_info dictionary that has a value of Red Delicious?

• fruit_info['variety'] == 'Red Delicious'
• fruit_info['variety'] = 'Red Delicious'
• red_delicious = fruit_info['variety']
• red_delicious == fruit_info['variety']

س 80. When would you use a while حلقة?

• When you want to minimize the use of strings in your code.
• When you want to run code in one file while code in another file is also running.
• When you want some code to continue running as long as some condition is true.
• When you need to run two or more chunks of code at once within the same file.

Simple Example

i = 1
while i<6:
    print('Countdown:',i)
    i = i + 1

س 81. What is the correct syntax for defining an __init__() method that sets instance-specific attributes upon creation of a new class instance?

• :

def __init__(self, attr1, attr2):
    attr1 = attr1
    attr2 = attr2

• :

def __init__(attr1, attr2):
    attr1 = attr1
    attr2 = attr2

• :

def __init__(self, attr1, attr2):
    self.attr1 = attr1
    self.attr2 = attr2

• :

def __init__(attr1, attr2):
    self.attr1 = attr1
    self.attr2 = attr2

تتم محاذاة كل طبقة وهذه كلها في نفس الوقت:: When instantiating a new object from a given class, ال __init__() method will take both attr1 و attr2, and set its values to their corresponding object attribute, that’s why the need of using self.attr1 = attr1 بدلا من attr1 = attr1.

س 82. What would this recursive function print if it is called with no parameters?

def count_recursive(n=1):
    if n > 3:
        return
    print(n)

    count_recursive(n + 1)

• :

1
1
2
2
3
3

• :

3
2
1

• :

3
3
2
2
1
1

• :

1
2
3

س 83. In Python, when using sets, انت تستخدم _ to calculate the intersection between two sets and _ to calculate the union.

• Intersect; union
• |; &
• &; |
• &&; ||

س 84. What will this code fragment return?

import numpy as np
np.ones([1,2,3,4,5])

• It returns a 5×5 مصفوفة; each row will have the values 1,2,3,4,5.
• It returns an array with the values 1,2,3,4,5.
• It returns five different square matrices filled with ones. The first is 1×1, the second 2×2, and so on to 5×5.
• It returns a 5-dimensional array of size 1x2x3x4x5 filled with 1s.

مرجع

Q85. You encounter a FileNotFoundException while using just the filename in the open وظيفة. What might be the easiest solution?

• Make sure the file is on the system PATH.
• Create a symbolic link to allow better access to the file.
• Copy the file to the same directory as where the script is running from.
• Add the path to the file to the PYTHONPATH environment variable.

س 86. what will this command return?

{x for x in range(100) if x%3 == 0}

• A set of all the multiples of 3 أقل من 100.
• A set of all the numbers from 0 إلى 100 multiplied by 3.
• A list of all the multiples of 3 أقل من 100.
• A set of all the multiples of 3 أقل من 100 excluding 0.

مرجع It is a Set Comprehension because in ‘{}', curly brackets, so it will return a ‘Set`!

Q87. ماذا يكون ال // operator in Python 3 allow you to do?

• Perform integer division.
• Perform operations on exponents.
• Find the remainder of a division operation.
• Perform floating point division.

Q88. What file is imported to use dates in Python?

• datetime
• dateday
• daytime
• timedate

Q89. What is the correct syntax for defining a class called Game?

• def Game(): pass
• def Game: pass
• class Game: pass
• class Game(): pass

reference here

س 90. What is the correct syntax for calling an instance method on a class named Game?

• my_game = Game(self) self.my_game.roll_dice()
• my_game = Game() self.my_game.roll_dice()
• my_game = Game() my_game.roll_dice()
• my_game = Game(self) my_game.roll_dice(self)

س 91. ما هو الناتج من هذا الكود? (NumPy has been imported as np.)?

a = np.array([1,2,3,4])
print(a[[False, True, False, False]])

• {0,2}
• [2]
• {2}
• [0,2,0,0]

Q92. Suppose you have a string variable defined as y=”أمور;thing;junk;”. What would be the output from this code?

z = y.split(';')
len(z)

• 17
• 4
• 0
• 3

تتم محاذاة كل طبقة وهذه كلها في نفس الوقت::

y="stuff;thing;junk"
	len(z) ==> 3

y="stuff;thing;junk;"
	len(z) ==> 4

Q93. ما هو الناتج من هذا الكود?

num_list = [1,2,3,4,5]
num_list.remove(2)
print(num_list)

• [1,2,4,5]
• [1,3,4,5]
• [3,4,5]
• [1,2,3]

تتم محاذاة كل طبقة وهذه كلها في نفس الوقت:: .remove() is based on the value of the item, not the index; هنا, it is removing the item matching “2”. If you wanted to remove an item based on its index, you would use .pop().

num_list = [1,2,3,4,5]

num_list.pop(2)
>>> [1,2,4,5]

num_list.remove(2)
>>> [1,3,4,5]

Q94. Which command will create a list from 10 down to 1? مثال:

[10,9,8,7,6,5,4,3,2,1]

• reversed(list(range(1,11)))
• list(reversed(range(1,10)))
• list(range(10,1,-1))
• list(reversed(range(1,11)))

مرجع

س 95. Which fragment of code will print the same output as this fragment?

import math
print(math.pow(2,10)) # prints 2 elevated to the 10th power

• :

print(2^10)

• :

print(2**10)

• :

y = [x*2 for x in range(1,10)]
print(y)

• :

y = 1
for i in range(1,10):
    y = y * 2
print(y)

مرجع

Q96. Elements surrounded by [] هي _, {} هي _, و () هي _.

• sets only; lists or dictionaries; tuples
• القوائم; sets only; tuples
• tuples; sets or lists; القواميس
• القوائم; dictionaries or sets; tuples

مرجع

Q97. ما هو الناتج من هذا الكود? (NumPy has been imported as np.)

table = np.array([
    [1,3],
    [2,4]])
print(table.max(axis=1))

• [2, 4]
• [3, 4]
• [4]
• [1,2]

مرجع

Q98. What will this code print?

number = 3
print (f"The number is {number}")

• The number is 3
• the number is 3
• THE NUMBER IS 3
• It throws a TypeError because the integer must be cast to a string.

مرجع

Q99. Which syntax correctly creates a variable that is bound to a tuple?

• my_tuple tup(2, 'apple', 3.5) %D
• my_tuple [2, 'apple', 3.5].tuple() %D
• my_tuple = (2, 'apple', 3.5)
• my_tuple = [2, 'apple', 3.5]

مرجع

س100. Which mode is not a valid way to access a file from within a Python script?

• write('w')
• scan('s')
• append('a')
• read('r')

1. مرجع
2. مرجع

س101. NumPy allows you to multiply two arrays without a for loop. This is an example of _.

• Vectorization.
• Attributions.
• Acceleration.
• Functional programming.

س102. What built-in Python data type can be used as a hash table?

• set
• list
• tuple
• dictionary

Q103. Which Python function allows you to execute Linux shell commands in Python?

• sys.exc_info()
• os.system()
• os.getcwd()
• sys.executable

س104. Suppose you have the following code snippet and want to extract a list with only the letters. Which fragment of code will _not_ achieve that goal?

my_dictionary = {
    'A': 1,
    'B': 2,
    'C': 3,
    'D': 4,
    'E': 5
}

letters = []

for letter in my_dictionary.values():
    letters.append(letter)

• letters = my_dictionary.keys()
• letters = [letter for (letter, number) in my_dictionary.items()]
• letters4 = list(my_dictionary)

تتم محاذاة كل طبقة وهذه كلها في نفس الوقت: The first one (the correct option) returns the list of the values (the numbers). The rest of the options return a list of the keys.

س105. When an array is large, NumPy will not print the entire array when given the built-in print وظيفة. What function can you use within NumPy to force it to print the entire array?

• set_printparams
• set_printoptions
• set_fullprint
• setp_printwhole

س106. When would you use a try/except block in code?

• You use try/except blocks when you want to run some code, but need a way to execute different code if an exception is raised.
• You use try/except blocks inside of unit tests so that the unit tests will always pass.
• You use try/except blocks so that you can demonstrate to your code reviewers that you tried a new approach, but if the new approach is not what they were looking for, they can leave comments under the except كلمة رئيسية.
• You use try/except blocks so that none of your functions or methods return None.

مرجع

Q107. In Python, how can the compiler identify the inner block of a for loop?

• because of the level of indentation after the for loop
• because of the end keyword at the end of the for loop
• because the block is surrounded by brackets ({})
• because of the blank space at the end of the body of the for loop

س 108. What Python mechanism is best suited for telling a user they are using a deprecated function

• sys.stdout
• Traceback
• Warnings
• إنشاء تخطيط في التقارير

س 109. What will be the value of x after running this code?

x = {1,2,3,4,5}
x.add(5)
x.add(6)

• {1, 2, 3, 4, 5, 5, 6}
• {5, 6, 1, 2, 3, 4, 5, 6}
• {6, 1, 2, 3, 4, 5}
• {1, 2, 3, 4, 5, 6}

تتم محاذاة كل طبقة وهذه كلها في نفس الوقت: ال .add() method adds the element to the set only if it doesn’t exist.

س 110. How would you access and store all of the keys in this dictionary at once?

fruit_info = {
    'fruit': 'apple',
    'count': 2,
    'price': 3.5
}

• my_keys = fruit_info.to_keys()
• my_keys = fruit_info.all_keys()
• my_keys = fruit_info.keys
• my_keys = fruit_info.keys()

س111. What is wrong with this function definition?

def be_friendly(greet = "How are you!", name):
    pass

• name is a reserved word.
• Underscores are not allowed in function names.
• A non-default argument follows a default argument.
• There is nothing wrong with this function definition.

س112. Given that NumPy is imported as np, which choice will return True?

• :

a = np.zeros([3,4])
b = a.copy()
np.array_equal(a,b)

• :

a = np.empty([3,4])
b = np.empty([3,4])
np.array_equal(a,b)

• :

a = np.zeros([3,4])
b = np.zeros([4,3])
np.array_equal(a,b)

• :

a = np.array([1, np.nan])
np.array_equal(a,a)

يتم تحديد حدود العملية من خلال تعيين المستويات العليا والسفلى لمجموعة من المعلمات. How do you add a comment to an existing Python script?

• // This is a comment
• # This is a comment
• -- This is a comment
• /* This is a comment *\

س114. In this code fragment, what will the values of c and d be equivalent to?

import numpy as np
a = np.array([1,2,3])
b = np.array([4,5,6])
c = a*b
d = np.dot(a,b)

• ا

c = [ a[1] * b[1], a[2] * b[2], a[3] * b[3] ]
d = sum(c)

• ب

c = a[0] * b[0], a[1] * b[1], a[2] * b[2]

d = [ a[0] * b[0], a[1] * b[1], a[2] * b[2] ]

• C

c = [ a[0] * b[0], a[1] * b[1], a[2] * b[2] ]

d = sum(a) + sum(b)

• د

c = [ a[0] * b[0], a[1] * b[1], a[2] * b[2] ]

d = sum(c)

س115. What two functions within the NumPy library could you use to solve a system of linear equations?

• linalg.eig() and .matmul()
• linalg.inv() and .dot()
• linalg.det() and .dot()
• linalg.inv() and .eye()

تتم محاذاة كل طبقة وهذه كلها في نفس الوقت: Understanding this answer requires knowledge of linear algebra. Some systems of equations can be solved by the method of diagonalization, which involves finding the eigenvectors and eigenvalues of the system’s matrix and multiplying related matrices.

س116. What is the correct syntax for creating a variable that is bound to a list?

• my_list = (2, 'apple', 3.5)
• my_list = [2, 'apple', 3.5]
• my_list = [2, 'apple', 3.5].to_list()
• my_list = to_list(2, 'apple', 3.5)

مرجع

س117. This code provides the _ of the list of numbers.

num_list = [21, 13, 19, 3, 11, 5, 18]
num_list.sort()
num_list[len(num_list) // 2]

• وضع
• معدل
• تعني
• الوسيط

تتم محاذاة كل طبقة وهذه كلها في نفس الوقت: // is the operator for floor division, which is a normal division operation that returns the largest possible integer, either less than or equal to the normal division result. Here it is used to find the median, which is the value separating the higher half from the lower half of a data sample, by finding the index of the list item in the middle of the list. (This is sufficient for a list with an odd number of items; if the list had an even number of items, you would average the values of the two middle items to find the median value.)

س 118. What are the two main data structures in the Pandas library?

• Arrays and DataFrames
• Series and Matrixes
• Matrixes and DataFrames
• Series and DataFrames

مرجع

Q119. Suppose you have a variable named vector of type np.array with 10,000 عناصر. How can you turn vector into a variable named matrix with dimensions 100×100?

• matrix = (vector.shape = (100,100))
• matrix = vector.to_matrix(100,100)
• matrix = matrix(vector,100,100)
• matrix = vector.reshape(100, 100)

مرجع

يتم تحديد حدود العملية من خلال تعيين المستويات العليا والسفلى لمجموعة من المعلمات. Which choice is an immutable data type?

• قاموس
• قائمة
• جلس
• String

مرجع

س 121. ما هو الناتج من هذا الكود?

def myFunction(country = "France"):
    print("Hello, I am from", country)

myFunction("Spain")
myFunction("")
myFunction()

• :

Hello, I am from Spain
Hello, I am from
Hello, I am from

• :

Hello, I am from France
Hello, I am from France
Hello, I am from France

• :

Hello, I am from Spain
Hello, I am from
Hello, I am from France

• :

Hello, I am from Spain
Hello, I am from France
Hello, I am from France

Q122. Choose the option below for which instance of the class cannot be created.

• Anonymous Class
• Parent Class
• Nested Class
• Abstract Class

مرجع

Q123. Using Pandas, we load a data set from Kaggle, as structured in the image below. Which command will return the total number of survivors?

• sum(titanic['Survived'])
• [x for x in titanic['Survived'] if x == 1]
• len(titanic["Survived"])
• sum(titanic['Survived']==0)

تتم محاذاة كل طبقة وهذه كلها في نفس الوقت: ال titanic['Survived'] returns a pandas.Series موضوع, which contains the Survived column of the DataFrame. Adding the values of this column (أي. sum(titanic['Survived'])) returns the total number of survivors since a survivor is represented by a 1 and a loss by 0.

س 124. How would you create a list of tuples matching these lists of characters and actors?

characters = ["Iron Man", "Spider Man", "Captain America"]
actors = ["Downey", "Holland", "Evans"]

# example output : [("IronMan", "Downey"), ("Spider Man", "Holland"), ("Captain America", "Evans")]

• [(x,y)] for x in characters for y in actors]

• zip(characters, actors)

• ­

  d = {}
  
  for x in range(1, len(characters)):
      d[x] = actors[x]

• {x:y for x in characters for y in actors}

Q125. What will this statement return?

{x : x*x for x in range(1,100)}

• A dictionary with x as a key, و x squared as its value; من عند 1 إلى 100.
• A dictionary with x as a key, و x squared as its value; من عند 1 إلى 99.
• A set of tuples, تتكون من (x, x squared); من عند 1 إلى 99.
• A list with all numbers squared from 1 إلى 99.

س126. Jaccard Similarity is a formula that tells you how similar two sets are. It is defined as the cardinality of the intersection divided by the cardinality of the union. Which choice is an accurate implementation in Python?

• def jaccard(a, b): return len (a | b) / len (a & b)
• def jaccard(a, b): return len (a & b) / len (a | b)
• def jaccard(a, b): return len (a && b) / len (a || b)
• def jaccard(a, b): return a.intersection(b) / a.union(b)

مرجع

Q127. Which choice is not a native numerical type in Python?

• Long
• Int
• Float
• Double

Q128. What will be the output of this code?

[1,2,3] * 3

• [3,2,3]
• [1, 2, 3, 1, 2, 3, 1, 2, 3]
• You will get a type error.
• [3,6,9]

Q129. Given a list defined as numbers = [1,2,3,4], what is the value of numbers[-2]?

• 1
• 3
• 2
• An IndexError exception is thrown.

س130. Which statement about strings in Python is true?

• Strings can be enclosed by double quotes (“) or single quotes (').
• Strings can only be enclosed in single quotes (').
• Single character strings must be enclosed in single quotes ('), and the rest must be enclosed in double quotes (“).
• Strings can only be enclosed in double quotes (“).

Q131. What is the correct syntax for defining an _init_() method that takes no parameters?

• def*init*(self): pass
• class*init*(self): pass
• class*init*(): pass
• def*init*(): pass

() – empty parameter. self – refers to all instances within a class. _init_ – a reserved method, AKA a constructor. _init_() – always executed when the class is being initiated.

Q132. Suppose you need to use the sin function from the math مكتبة. What is the correct syntax for importing only that function?

• using math.sin
• import math.sin
• from math import sin
• import sin from math

مرجع

تتم محاذاة كل طبقة وهذه كلها في نفس الوقت: ال from..import statement allows you to import specific functions/variables from a module instead of importing everything.

Q133. What do you get if you apply numpy.sum() to a list that contains only Boolean values?

• 0
• the count of all True values
• a type error
• None

س 134. What will this code print?

print ("foo" if (256).bit_length() > 8 else "bar")

• True
• foo
• You will get an error message because constant integer values are not classes.
• bar

Q135. If you do not explicitly return a value from a function, ماذا حدث?

• If the return keyword is absent, the function will return True.
• The function will enter an infinite loop because it will not know when to stop executing its code.
• The function will return a RuntimeError if you do not return a value.
• If the return keyword is absent the function will return None.

س 136. It is often the case that the pandas library is used for _ data and NumPy for _ البيانات.

• خيط; numerical
• unstructured; منظم
• numerical; tabular
• tabular; numerical

• تتم محاذاة كل طبقة وهذه كلها في نفس الوقت: The Pandas library is commonly used for working with tabular data, such as data in the form of tables or spreadsheets. It provides data structures and functions for data manipulation and analysis. من ناحية أخرى, NumPy is a powerful library for numerical computing in Python, and it is often used for performing mathematical operations on numerical data, such as arrays and matrices.

Q137. What do you need to do to install additional packages into Python?

• Use a C compiler like gcc أو clang.
• Use a package manager like pip أو conda.
• Use an IDE like Notepad++ or Idle.
• Use a package manager like NPM or NuGet.

Q138. The image below was created using Matplotlib. It is a distribution plot of a list of integers filled with numbers using the function _ and plotted with _.

• random.uniform(0,50);plt.hist
• random.gauss(50,20);plt.hist
• random();plt.scatter
• random.triangular(0,50);plt.bar

مرجع

Q139. In this code fragment, what will be the values of a و b?

import numpy as np

a = np.arange(100)
b = a[50:60:2]

• a: all integers from 0 إلى 99 (شاملة); b: all even integers from 50 إلى 58 (شاملة).
• a: all integers from 0 إلى 100 (شاملة); b: all even integers from 50 إلى 60 (شاملة).
• a: all integers from 0 إلى 99 (شاملة); b: all even integers from 50 إلى 60 (شاملة).
• a: all integers from 0 إلى 99 (شاملة); b: all odd integers from 49 إلى 59 (شاملة).

س 140. When using NumPy in Python, how do you check the dimensionality (number and length of dimensions) of an object called my_object?

• my_object.get_shape()
• my_object.shape
• my_object.dim()
• len(my_object)

س 141. Assume you have a non-empty list named mylist and you want to search for a specific value. The minimum number of comparisons will be __ and the maximum number of comparisons will be _?

• len(mylist); len(mylist)
• 1; len(mylist)
• 2; len(mylist)
• 0; len(mylist)

تتم محاذاة كل طبقة وهذه كلها في نفس الوقت: Can use a break statement and the value being searched can be the first element of the list, given that it is non-empty.

س 142. If a function does not have a return statement, what does it return?

• 0
• True
• None
• False

Q143. Suppose you want to double-check if two matrices can be multiplied using NumPy for debugging purposes. How would you complete this code fragment by filling in the blanks with the appropriate variables?

import numpy as np

def can_matrices_be_multiplied (matrix1, matrix2):
    rowsMat1, columnsMat1 = matrix1.shape
    rowsMat2, columnsMat2 = matrix2.shape

    if _____ == ______ :
        print('The matrices can be multiplied!')
        return True
    else:
        return False

• columnsMat1; rowsMat1;
• columnsMat1; rowsMat2;
• columnsMat1; columnsMat2;
• columnsMat2; rowsMat1;

مرجع. A matrix can be multiplied by any other matrix that has the same number of rows as the first columns. I.E. A matrix with 2 columns can be multiplied by any matrix with 2 صفوف

س144. What is the output of this comprehension?

[(x, x+1) for x in range(1,5)]

• [(1, 2), (2, 3), (3, 4), (4, 5), (5, 6)]
• [1,2,3,4,5]
• [(1, 2), (2, 3), (3, 4)]
• [(1, 2), (2, 3), (3, 4), (4, 5)]

س145. In Python, a class method must have __ as a function decorator, and the first parameter of the method will be a reference to __.

• @classmethod; the class
• في النسق; the class
• static; self
• @static; self

مرجع

س146. Which snippet of code will print My name is Joffrey, son of Robert?

• :

class Father():
    name = 'Robert'

class Person(Father):
    def __init__(self, name):
        self.fathername = super.name
        self.name = name

    def introduce(self):
        print("My name is", self.name, "son of", self.fathername)

king = Person("Joffrey")
king.introduce()

• :

class Father():
    name = 'Robert'


class Person(Father):
    def __init__(self, name):
        self.fathername = self.name
        self.name = name

    def introduce(self):
        print("My name is", self.name, "son of", self.fathername)


king = Person("Joffrey")
king.introduce()

• :

class Father():
    name = 'Robert'


class Person(Father):
    def __init__(self, name):
        self.name = name

    def introduce(self):
        print("My name is", self.name, "son of", super.name)

king = Person("Joffrey")
king.introduce()

• :

class Father():
    name = 'Robert'

class Person(Father):
    def __init__(self, name):
        self.name = name

    def introduce(self):
        print("My name is", self.name, "son of", base.name)

king = Person("Joffrey")
king.introduce()

تتم محاذاة كل طبقة وهذه كلها في نفس الوقت: In the first, super does not have .name (should be self.name). The third drops Robert, و base is not defined in the 4th.

Q147. What does this code output in the console, assuming defaultdict has already been imported?

animals = {
    'a': ['ant', 'antelope', 'armadillo'],
    'b': ['beetle', 'bear', 'bat'],
    'c': ['cat', 'cougar', 'camel']
}

animals = defaultdict(list, animals)

print(animals['b'])
print(animals['d'])

• ا

      ['beetle', 'bear', 'bat']
      []

• ب

      ['beetle', 'bear', 'bat']
      # an exception will be thrown

• C

      ['beetle', 'bear', 'bat']
      None

• د

      ['bat', 'bear', 'beetle']
      []

تتم محاذاة كل طبقة وهذه كلها في نفس الوقت: Dictionaries usually result in an exception when using the square bracket syntax. Defaultdict here returns a default value dedicated by the first parameter so instead of throwing an exception, they return the default. Note that this needs to be imported as follows: from collections import defaultdict

مرجع

س148. What will this line of code return? (Assume n is already defined as any positive integer value.)

[x*2 for x in range(1,n)]

• A list with all the even numbers less than 2*n.
• A dictionary with all the even numbers less than 2*n.
• A list with all the odd numbers less than 2*n.
• A list with all the even numbers less than or equal to 2*n.

مرجع

Q149. What does this code print in the console?

x = 18

if x > 10:
	if x > 15:
		print('A')
	else:
		print('B')
else:
	print('C')

• C
• A B
• ب
• ا

س150. What is the maximum length of a Python identifier?

• 32
• 16
• 128
• No fixed length is specified.

مرجع No No fixed length is specified but Pep-8 specifies under “Maximum Line Length” إلى “Limit all lines to a maximum of 79 الشخصيات”.

س151. What will the value of the i variable be when the following loop finishes its execution?

for i in range(5): pass

• 5
• The variable becomes unavailable.
• 6
• 4

س152. f-strings are also called:

• Formatted string expressions.
• Functional strings.
• Modulo formatted strings.
• Formatted string literals.

Q153. How many CPUs (or cores) will the Python threading library take advantage of simultaneously?

• واحد.
• All of the available CPUs.
• اثنين.
• ثلاثة.

تتم محاذاة كل طبقة وهذه كلها في نفس الوقت:: Python threading is restricted to a single CPU at one time. The multiprocessing library will allow you to run code on different processors.

س154. What will be the value of y in this code?

x = 5
y = 1 + (20 if x < 5 else 30)

• False
• 21
• 2
• 31

مرجع

تتم محاذاة كل طبقة وهذه كلها في نفس الوقت: If you have only one statement to execute, one for if and one for else, you can put it all on the same line.

x = 5
# This is the same statement expanded to multiple lines
y = 1
if (x < 5):
    y += 20
else:
    y += 30

Q155.The process of pickling in Python includes?

• Conversion of a Python object hierarchy into byte stream.
• Conversion of a data table into a list.
• Conversion of a byte stream into Python object hierarchy.
• Conversion of a list into a data table.

مرجع
“Pickling” is the process whereby a Python object hierarchy is converted into a byte stream, and “unpickling” is the inverse operation, whereby a byte stream (from a binary file or bytes-like object) is converted back into an object hierarchy.

Q156. What is the output of the following program?

print("codescracker".endswith("er"))

• True
• 1
• 2
• False

Q157. Is the list mutable in Python?

• صحيح
• خاطئة

Q158. What is the output of the following program?

print("programming".center())

• cr
• programming
• Error says TypeError: center expected at least 1 argument, got 0.
• لا شيء مما بالأعلى.

مرجع. The center() method will center align the string, using a specified character (space is the default) as the fill character.
بناء الجملة: string.center(length, character) أين length مطلوب!

Q159. Who created the Python programming language?

• Tim Berners-Lee
• Ada Lovelace
• Guido van Rossum
• Alan Turing

س160. Which collection is ordered, changeable, and allows duplicate members?

• جلس
• مترابطة بيانية
• قاموس
• قائمة

س161. What will be printed in the console if you run this code?

x = 1j
print(x**2 == -1)

• A runtime error telling you that the variable j has not been initialized.
• True
• 1j
• False

تتم محاذاة كل طبقة وهذه كلها في نفس الوقت: الرسالة j acts as the imaginary unit in Python, وبالتالي x**2 يعني j**2 which is equal to -1. البيان x**2 == -1 is evaluated as True.

Q162. What will be printed in the console if you run this code?

print(0xA + 0xB + 0xC)

• 33
• 63
• 0xA + 0xB + 0xC
• None

تتم محاذاة كل طبقة وهذه كلها في نفس الوقت: A, B و C are hexadecimal integers with values 10, 11 و 12 على التوالي, so the sum of A, B و C هو 33.

Q163. What will this code output to the screen?

for i in range(5):
    print(i)
else:
    print("Done!")

• 1 2 3 4 5 Done!
• 0 1 2 3 4 5 Done!
• 0 1 2 3 4 Done!
• You will get a syntax error.

س164. Which comparison of lists and tuples in Python is correct?

• Use lists instead of tuples when you have a collection of related but dissimilar objects.
• Use tuples instead of lists when you have a common collection of similar objects.
• Use tuples instead of lists for functions that need to return multiple values.
• Use lists instead of tuples when the position of elements is important.

مرجع

Q165. Consider the following code snippet that uses decorators to calculate the execution time of the execution_fn وظيفة:

import functools
import time

def timer(MISSING_ARG_1):
    @functools.wraps(func)
    def wrapper(*args, **kwargs):
        start_time = time.perf_counter()
        rval = func(*args, **kwargs)
        end_time = time.perf_counter()
        duration = end_time - start_time
        print(f"Executed in {duration:.4f} seconds")
        return MISSING_ARG_2
    return MISSING_ARG_3

@timer
def execution_fn():
    for i in range(3):
        time.sleep(1)

execution_fn()

Which of the following choices are the missing arguments?

• :

MISSING_ARG_1 = wrapper

MISSING_ARG_2 = rval

MISSING_ARG_3 = func

• :

MISSING_ARG_1 = func

MISSING_ARG_2 = rval

MISSING_ARG_3 = wrapper

• :

MISSING_ARG_1 is empty

MISSING_ARG_2 = rval

MISSING_ARG_3 = wrapper

• :

MISSING_ARG_1 is empty

MISSING_ARG_2 = rval

MISSING_ARG_3 = func

Q166. Which of the following statements defines a new object type named Dog في بايثون?

• class Dog:
• Dog class:
• Dog:
• class Dog

Q167. To use pipelines in scikit-learn, import from the scikit-learn._ submodule.

• preprocessing
• pipeline
• filters
• pipe_filter

مرجع The correct syntax is actually: from sklearn.pipeline import Pipeline

Q168. You should pass in a value of _ for the axis argument to the Pandas apply method to apply the function to each row.

• صف
• العقيد
• 1
• 0

Q169. Data points in Pyplot are called…

• … المؤشرات.
• … نقاط.
• … markers.
• … none of these.

Q170. What does this code print?

a = np.array([[1, 2], [3, 4], [5, 6]])
c = a[(a > 3) & (a < 11)]
print(c)

• [[3, 4], [5, 6]]
• [False, False, False, True, True, True]
• [[0,0], [3, 4], [5, 6]]
• [4 5 6]

Q171. Assume m, n, و p are positive integers. In the following comprehension, how many times will the function randint be called?

[ [ [ randint(1,100) for i in range(m) ] for j in range(n) ] for k in range(p) ]

• m * n * p
• The greater value of (m,n,p).
• 1 مليون.
• m + n + p

Q172. Suppose you have a class named MyClass which has multiple inheritance and methods with the same name in its ancestors. Which class method could you call to see which method will get priority when invoked?

• MyClass.__mro__
• MyClass.hierarchy()
• callable(MyClass)
• dir(MyClass)

تتم محاذاة كل طبقة وهذه كلها في نفس الوقت: MRO stands for Method Resolution Order. It returns a list of types the class is derived from, in the order they are searched for methods.

Q173. Suppose you have a list of employees described by the code below. You want to assign Alice the same salary as Charlie. Which choice will accomplish that?

employees = {
    'alice':{
        'position':'Lead Developer',
        'salary':1000
    },
    'bob':{
        'position': 'Lead Artist',
        'salary':2000
    },
    'charlie':{
        'position':'cfo',
        'salary':3000
    }
}

• employess['alice']['salary'] = employees['charlie']['salary']
• employees.alice.salary = employees.charlie.salary
• employees['alice'][1] = employees['charlie'][1]
• employees['alice'].salary = employees['charlie'].salary

تتم محاذاة كل طبقة وهذه كلها في نفس الوقت: This is accessing a key in a dictionary nested inside another dictionary. The command employees['alice']['salary'] = employees['charlie']['salary'] assigns the value of the salary key in the dictionary of the employee charlie to the value of the salary key in the dictionary of the employee alice.

Q174. You are given this piece of code. Assume m و n are already defined as some positive integer value. When it completes, how many tuples will my list contain?

mylist = []

for i in range(m):
    for j in range(n):
        mylist.append((i,j))

• m
• m + n
• n
• m \* n

تتم محاذاة كل طبقة وهذه كلها في نفس الوقت: This code will run for m س n مرات, if you run this code, it will create m س n tuples.

The first loop runs for m times and the inner loop will run for n مرات. The single iteration of the first loop will only be completed when all of the n iterations of an inner loop are completed. This is the same process for 2nd, and 3rd, … mth iterations for outer loop. بصورة شاملة, both loops will run m س n مرات.

Q175. What will this comprehension provide you?

{x : [y for y in range (1, x) if x % y == 0] for x in range (2, 100)}

• A dictionary whose keys are the numbers from 2 إلى 99 (شاملة), and their respective values are their factors.
• A dictionary whose keys are the numbers from 2 إلى 99 (شاملة), and their respective values are a list from 1 to the key value itself (شاملة).
• A dictionary whose keys are the numbers from 2 إلى 99 (شاملة), and their respective values are the even numbers from 1 to the key value itself (شاملة).
• A dictionary whose keys are the numbers from 2 إلى 99 (شاملة), and their respective values are the odd numbers from 1 to the key value itself (شاملة).

Q176. What is a common use of Python’s sys library?

• to take a snapshot of all the packages and libraries in your virtual environment
• to connect various systems, such as connecting a web front end, an API service, a database, and a mobile app
• to capture command-line arguments given at a file’s runtime
• to scan the health of your Python ecosystem while inside a virtual environment

Q177. What is the output of 17 % 15 ?

• 17
• 15
• 2
• 16

Q178. How would you create a list of tuples matching these lists of characters and actors?

characters = ["Iron Man", "Spider Man", "Captain America"]
actors = ["Downey", "Holland", "Evans"]

#example output : [("Iron Man", "Downey), ("Spider Man", "Holland"), ("Captain America", "Evans")]

• zip (الشخصيات, actors)
• {س:y for x in characters for y in actors}
• [(س,و) for x in characters for y in actors]
• ­

d = {}
for x in range(1, len(characters)):
    d[x] = actors [x]

Q179. What will this code output to the screen?

for i in range(5):
    print (i)
else:
    print("Done!")

• :

1
2
3
4
Done!

• You will get a syntax error.
• :

0
1
3
4
5
Done!

• :

1
3
4
5
Done!

Q180. When is the if __name__ == "__main__": block executed in a Python script?

• Always, as it is required in every Python script.
• Only when the script is executed directly from the command line or as the main program.
• Only when the script contains syntax errors.
• Only when the script is imported as a module in another script.

ال if __name__ == "__main__": block is executed when the script is run directly but not when it’s imported as a module in another script. مرجع

Q181. What will be the output of the following Python code?

def square(x):
	return x * x

numbers = [1, 2, 3, 4, 5]
squared_numbers = map(square, numbers)
result = list(squared_numbers)
print(result)

• [1, 4, 9, 16, 25]
• [1, 2, 3, 4, 5]
• [1, 8, 27, 64, 125]
• [2, 4, 6, 8, 10]

The code defines a square function to calculate the square of a number. It then uses the map function to apply this function to each element in the numbers قائمة, resulting in a new iterable. أخيرا, ال list constructor is used to convert this iterable into a list. The output will be a list of squared numbers. مرجع

Q182. Which of the following is not a valid built-in function in Python?

• int
• خيط
• منطقية
• مجموعة مصفوفة

مصدر

Q183. Which of the following is not a valid Python data type?

• int
• char
• float
• شارع

Q184. In Python, which function is used to read a line from the console input?

• input()
• read_line()
• console_input()
• getline()

مرجع

Q185.1. What will be the output of the following Python code?

print("Hello {name1} and {name2}".format(name1='foo', name2='bin'))

• Hello foo and bin
• أهلا {name1} و {name2}
• Error
• Hello and