Advanced Python Exercises and Solutions
This resource offers a total of 120 Python Advanced problems for practice. It includes 24 main exercises, each accompanied by solutions, detailed explanations, and four related problems.
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Advanced Python Exercises
1. Multi-Threaded Web Scraper
Write a Python program to implement a multi-threaded web scraper that respects robots.txt rules.
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2. Class-Based Decorator for Execution Time
Write a Python program to create a class-based decorator that logs the execution time of methods.
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3. Custom Tree Iterator
Write a Python program to develop a custom iterator that iterates over a tree data structure.
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4. Matrix Multiplication via List Comprehensions
Write a Python function that performs matrix multiplication using list comprehensions.
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5. Thread-Safe Priority Queue
Write a Python program that implements a thread-safe priority queue.
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6. Data Validation Library with Dataclasses
Write a Python program to create a data validation library using Python's dataclasses and type hints.
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7. A* Search Algorithm
Write a Python program that implements the A* search algorithm for a pathfinding problem.
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8. Command-Line File Synchronizer
Write a Python program to develop a command-line tool that synchronizes files between two directories.
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9. Custom JSON Encoder/Decoder
Write a Python program to create a custom JSON encoder and decoder for complex Python objects.
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10. Bloom Filter Implementation
Write a Python program that implements a Bloom filter for probabilistic data structures.
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11. Asyncio Concurrent Task Scheduler
Write a Python program that builds a concurrent task scheduler using asyncio.
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12. Caching System with LRU Eviction
Write a Python program to create a caching system with support for LRU eviction policy.
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13. Mathematical Expression Parser Library
Write a Python library for parsing and evaluating mathematical expressions.
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14. Dynamic Configuration Manager
Write a Python program to create a dynamic configuration manager that reloads settings at runtime.
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15. Genetic Algorithm for Optimization
Write a Python program to implement a genetic algorithm for solving optimization problems.
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16. Real-Time Data Visualization Dashboard
Write a Python program to build a real-time data visualization dashboard using Plotly and Dash.
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17. Polynomial Arithmetic Library
Write a Python program to create a Python library for working with polynomial arithmetic.
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18. Time Series Forecasting with ARIMA
Write a Python program to build a time series forecasting model using ARIMA and Pandas.
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19. System Resource Monitoring Tool
Write a Python tool for monitoring and alerting system resource usage.
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20. Rule-Based Chatbot with Regex
Write a Python program to develop a rule-based chatbot using regular expressions.
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21. Versioned Dataset Management System
Write a Python program that creates a system for managing versioned datasets with Git-like semantics.
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22. Rule-Based Chatbot with Regex (Alternate)
Write a Python program to develop a rule-based chatbot using regular expressions.
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23. Software Metrics Tracking System
Write a Python program to implement a system for tracking and analyzing software metrics.
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24. Finite Automata and Regular Languages Library
Write a Python program to create a library for working with finite automata and regular languages.
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More to come!
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