Data Structures and Algorithms Examples
This directory contains comprehensive examples demonstrating the practical usage of various data structures and algorithms implemented in this project. Each example is designed to showcase real-world applications and best practices.
π Directory Structure
examples/
βββ linkedlist/ # Linked List implementation examples
βββ stack/ # Stack implementation examples
βββ queue/ # Queue implementation examples
βββ tree/ # Tree implementation examples
βββ heap/ # Heap implementation examples
βββ hash/ # Hash Table implementation examples
βββ graph/ # Graph implementation examples
βββ algorithms/ # Algorithm implementation examples
π― Available Examples
1. Data Structure Examples
Linked List Examples (linkedlist/linkedlist_examples.go
)
- Generic type support for all implementations
- Singly Linked List operations
- Doubly Linked List operations
- Circular Linked List implementations
- Custom comparison functions for sorting and equality
- Examples with different data types (int, string, custom structs)
- Thread-safe operations
- List traversal and manipulation
- Real-world use cases
Stack Examples (stack/stack_examples.go
)
- Array-based stack implementation with generic type support
- Linked List-based stack implementation with generic type support
- LIFO (Last In First Out) operations
- Support for any comparable type
- Examples with different data types (int, string, custom structs)
- Thread-safe operations
- Expression evaluation examples
- Practical stack applications
Queue Examples (queue/queue_examples.go
)
- Array-based queue implementation with generic type support
- Linked List-based queue implementation with generic type support
- FIFO (First In First Out) operations
- Support for any comparable type
- Examples with different data types (int, string, custom structs)
- Thread-safe operations
- Priority queue examples
- Real-world queue scenarios
Tree Examples (tree/tree_examples.go
)
- Binary Search Tree operations
- Tree traversal methods (Inorder, Preorder, Postorder)
- AVL Tree balancing examples
- Tree-based searching and sorting
- Practical tree applications
Heap Examples (heap/heap_examples.go
)
- Min Heap implementation
- Max Heap implementation
- Priority queue applications
- Heap sort demonstrations
- Real-world heap usage
Hash Table Examples (hash/hash_examples.go
)
- Hash function implementations
- Collision resolution strategies
- Key-value pair operations
- Hash table performance examples
- Practical hashing applications
Graph Examples (graph/graph_examples.go
)
- Graph traversal algorithms
- Shortest path implementations
- Graph representation methods
- Real-world graph problems
- Network flow examples
2. Algorithm Examples (algorithms/
)
- Sorting algorithm comparisons
- Searching algorithm implementations
- Dynamic programming examples
- Greedy algorithm demonstrations
- Divide and conquer examples
π Running the Examples
Each example can be run independently using the Go command line:
# Run specific examples
go run examples/linkedlist/linkedlist_examples.go
go run examples/stack/stack_examples.go
go run examples/queue/queue_examples.go
go run examples/tree/tree_examples.go
go run examples/heap/heap_examples.go
go run examples/hash/hash_examples.go
go run examples/graph/graph_examples.go
go run examples/algorithms/sorting_examples.go
π Example Structure
Each example file follows a consistent structure:
- Package declaration and imports
- Example struct/type definitions
- Generic type implementations where applicable
- Implementation examples with various data types
- Usage demonstrations
- Performance considerations
- Best practices and common pitfalls
π Learning Objectives
These examples are designed to help you:
- Understand practical implementations of data structures
- Learn how to use generic types effectively
- Master comparison function implementations
- Explore real-world applications
- Understand performance implications
- Learn concurrent programming patterns
- Master Go programming concepts
π Additional Resources
- Refer to the main README.md for complete documentation
- Check individual package documentation for detailed API references
- Review test files for additional usage examples
- See CONTRIBUTING.md for contribution guidelines
β οΈ Notes
- All examples include detailed comments explaining the implementation
- Generic type support is demonstrated with various data types
- Thread safety is ensured in all concurrent operations
- Each example demonstrates error handling and best practices
- Performance considerations are documented where relevant
- Examples are designed to be self-contained and educational
- Code is optimized for readability and learning