python-Pantry 3.0.2

Python Package for Data structure and algorithms implementation with its proper explanation

pyPantry: Your One-Stop Solution for DSA, Design Patterns and etc. in Python

pyPantry is a comprehensive Python library offering robust implementations of numerous data structures and algorithms. It serves as a reliable tool for educators, students, developers, and anyone keen on mastering or utilizing these foundational computer science concepts.

📋 Table of Contents

• Features
• Installation
• Usage
  • Data Structures
  • Algorithms
  • Design Patterns
• Testing
• Contributing
• Credits
• License
• Contact

🌟 Features

Data Structures

• Graph: Traverse complex networks.

  • PyGraph.py
  • PyLinkedGraph.py

• Heap: Efficient data management.

  • PyMaxHeap.py
  • PyMinHeap.py

• LinkedList: Flexible data storage.

  • PyCircularLinkedList.py
  • PyDoublyCircularLinkedList.py
  • PyDoublyLinkedList.py
  • PyHeaderLinkedList.py
  • PyLinkedList.py
  • PySkipLinkedList.py

• Queue: FIFO data handling.

  • PyCircularQueue.py
  • PyDeque.py
  • PyPriorityQueue.py
  • PyQueue.py

• Stack: LIFO data access.

  • PyStack.py
  • pyLinkedStack.py

• Tree: Hierarchical data modeling.

  • PyAVLTree.py
  • PyBTree.py
  • PyBinarySearchTree.py
  • PyBinaryTree.py
  • PyGenericTree.py

• Trie: Rapid text retrieval.

  • PyTrie.py

Algorithms

Searching

• Binary Search: PyBinarySearch.py
• Jump Search: PyJumpSearch.py
• Linear Search: PyLinearSearch.py
• Fibonacci Search: PyFibonacciSearch.py
• Exponential Search: PyExponentialSearch.py
• Ternary Search: PyTernarySearch.py
• Meta Binary Search: PyMetaBinarySearch.py
• Sentinel Linear Search: PySentinelLinearSearch.py
• Interpolation Search: PyInterpolationSearch.py

Sorting

• BogoSort: PyBogoSort.py
• Odd-Even Sort: PyOddEvenSort.py
• Sleep Sort: PySleepSort.py
• Cocktail Sort: PyCocktailSort.py
• Radix Sort: PyRadixSort.py
• Bubble Sort: PyBubbleSort.py
• Selection Sort: PySelectionSort.py
• Bingo Sort: PyBingoSort.py
• QuickSort: PyQuickSort.py
• Counting Sort: PyCountingSort.py
• Bucket Sort: PyBucketSort.py
• Gnome Sort: PyGnomeSort.py
• HeapSort: PyHeapSort.py
• Bitonic Sort: PyBitonicSort.py
• Strand Sort: PyStrandSort.py
• Shell Sort: PyShellSort.py
• TimSort: PyTimSort.py
• Pancake Sort: PyPancakeSort.py

Design Patterns

Architectural Patterns

• Event-Driven Architecture: PyEventDrivenArchitecturePattern.py
• Microservices: PyMicroservicesPattern.py
• Model-View-Controller (MVC): PyModelViewControllerPattern.py
• Model-View-ViewModel (MVVM): PyModelViewViewModelPattern.py
• Service-Oriented Architecture (SOA): PyServiceOrientedArchitecturePattern.py

Behavioral Patterns

• Chain of Responsibility: PyChainOfResponsibilityPattern.py
• Command: PyCommandPattern.py
• Interpreter: PyInterpreterPattern.py
• Iterator: PyIteratorPattern.py
• Mediator: PyMediatorPattern.py
• Memento: PyMementoPattern.py
• Null Object: PyNullObjectPattern.py
• Observer: PyObserverPattern.py
• Specification: PySpecificationPattern.py
• State: PyStatePattern.py
• Strategy: PyStrategyPattern.py
• Template: PyTemplatePattern.py
• Visitor: PyVisitorPattern.py

Concurrency Patterns

• Active Object: PyActiveObjectPattern.py
• Half-Sync/Half-Async: PyHalfSyncOrHalfAsyncPattern.py
• Leader-Follower: PyLeaderOrFollowerPattern.py
• Reactor: PyReactorPattern.py
• Thread Pool: PyThreadPoolPattern.py

Creational Patterns

• Abstract Factory: PyAbstractFactoryPattern.py
• Builder: PyBuilderPattern.py
• Factory Method: PyFactoryPattern.py
• Object Pool: PyObjectPoolPattern.py
• Prototype: PyPrototypePattern.py
• Singleton: PySingletonPattern.py

Structural Patterns

• Adapter: PyAdapterPattern.py
• Bridge: PyBridgePattern.py
• Composite: PyCompositePattern.py
• Decorator: PyDecoratorPattern.py
• Facade: PyFacadePattern.py
• Flyweight: PyFlyweightPattern.py
• Private Class Data: PyPrivateClassDataPattern.py
• Proxy: PyProxyPattern.py

🔧 Installation

pip install python-Pantry 

🚀 Usage

Data Structures

from pyPantry.DS.Stack.PyStack import PyStack

# Create a new stack
stack = PyStack()

# Push elements onto the stack
stack.push(1)
stack.push(2)
stack.push(3)

# Pop an element from the stack
print(stack.pop())  # Output: 3

Algorithms

from pyPantry.Algo.Sorting.PyBubbleSort import PyBubbleSort

# Sample list to be sorted
sample_list = [64, 34, 25, 12, 22, 11, 90]

# Apply bubble sort
sorted_list = PyBubbleSort(arr=sample_list).sort()
print(sorted_list)  # Output: [11, 12, 22, 25, 34, 64, 90]

Design Patterns

Strategy Pattern

from pyPantry.DesignPatterns.Behavioral.Strategy.PyStrategyPattern import PyStrategyPattern

class CreditCardPayment(PyStrategyPattern.PaymentStrategy):
    def pay(self, amount):
        return f"Paid {amount} using Credit Card"

payment_method = CreditCardPayment()
print(payment_method.pay(100))  # Output: Paid 100 using Credit Card

🧪 Testing

All implementations come with corresponding test files located in the tests directory, ensuring reliability and correctness.

To run tests, use:

python -m unittest discover tests

🤝 Contributing

We welcome and value contributions from the open-source community. Your input, whether it's a bug fix, feature addition, or documentation improvement, helps enhance pyPantry.

1. Fork the repository.
2. Create a new branch.
3. Make your changes.
4. Submit a pull request.

👏 Credits

Crafted with ❤️ by Sattyam Jain.

📜 License

Licensed under the MIT License.

📞 Contact

For feedback or queries, contact us. We're always eager to connect!