Code With Python

# Check if `n > 0` and `(n & (n - 1)) == 0`.

• Pow(x, n): Implement pow(x, n).

# Use exponentiation by squaring for an O(log n) solution.

• Majority Element:

# Boyer-Moore Voting Algorithm for an O(n) time, O(1) space solution.

• Excel Sheet Column Number:

# Base-26 conversion from string to integer.

• Valid Number:

# Use a state machine or a series of careful conditional checks.

• Integer to English Words:

# Handle numbers in chunks of three (hundreds, tens, ones) with helper functions.

• Sqrt(x): Compute and return the square root of x.

# Use binary search or Newton's method.

• Gray Code:

# Formula: `i ^ (i >> 1)`.

• Shuffle an Array:

# Implement the Fisher-Yates shuffle algorithm.

IX. Python Concepts

• Explain the GIL (Global Interpreter Lock):

# Conceptual: A mutex that allows only one thread to execute Python bytecode at a time in CPython.

• Difference between __str__ and __repr__:

# __str__ is for end-users (readable), __repr__ is for developers (unambiguous).

• Implement a Context Manager (with statement):

class MyContext:
    def __enter__(self): # setup
        return self
    def __exit__(self, exc_type, exc_val, exc_tb): # teardown
        pass

• Implement itertools.groupby logic:

# Iterate through the sorted iterable, collecting items into a sublist until the key changes.

#Python #CodingInterview #DataStructures #Algorithms #SystemDesign

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By: @DataScience4 ✨

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666 viewsNov 4 at 19:29

# Check if `n > 0` and `(n & (n - 1)) == 0`.

# Use exponentiation by squaring for an O(log n) solution.

# Boyer-Moore Voting Algorithm for an O(n) time, O(1) space solution.

# Base-26 conversion from string to integer.

# Use a state machine or a series of careful conditional checks.

# Handle numbers in chunks of three (hundreds, tens, ones) with helper functions.

# Use binary search or Newton's method.

# Formula: `i ^ (i >> 1)`.

# Implement the Fisher-Yates shuffle algorithm.

# Conceptual: A mutex that allows only one thread to execute Python bytecode at a time in CPython.

# __str__ is for end-users (readable), __repr__ is for developers (unambiguous).

class MyContext:
    def __enter__(self): # setup
        return self
    def __exit__(self, exc_type, exc_val, exc_tb): # teardown
        pass

# Iterate through the sorted iterable, collecting items into a sublist until the key changes.

BY Code With Python