Safe Number Processing
Handling Negative Numbers Safely
Safe number processing involves preventing overflow, managing type conversions, and ensuring robust mathematical operations with negative numbers.
Overflow Prevention
Checking Arithmetic Operations
int safeSubtraction(int a, int b) {
if (b < 0 && a > INT_MAX + b) {
// Overflow would occur
return 0;
}
return a - b;
}
Type Conversion Strategies
graph LR
A[Input] --> B{Type Check}
B -->|Safe| C[Conversion]
B -->|Unsafe| D[Error Handling]
Safe Conversion Methods
long long safeCast(int input) {
return (long long)input;
}
Boundary Condition Handling
Scenario |
Risk |
Mitigation Strategy |
Integer Overflow |
Unexpected Results |
Use Larger Data Types |
Division by Negative |
Runtime Error |
Add Explicit Checks |
Bitwise Operations |
Sign Extension |
Use Explicit Casting |
Advanced Safety Techniques
1. Signed Integer Arithmetic
int safeMultiplication(int a, int b) {
if (a > 0 && b > 0 && a > INT_MAX / b) {
// Positive overflow
return 0;
}
if (a < 0 && b < 0 && a < INT_MAX / b) {
// Negative overflow
return 0;
}
return a * b;
}
2. Range Validation
graph TD
A[Input Value] --> B{Within Safe Range?}
B -->|Yes| C[Process]
B -->|No| D[Reject/Handle]
Error Handling Patterns
enum ProcessResult {
SUCCESS,
OVERFLOW,
UNDERFLOW,
INVALID_INPUT
};
enum ProcessResult processNegativeNumber(int input) {
if (input < INT_MIN) {
return UNDERFLOW;
}
if (input > INT_MAX) {
return OVERFLOW;
}
// Process number
return SUCCESS;
}
LabEx Best Practices
At LabEx, we recommend:
- Always use explicit type conversions
- Implement comprehensive error checking
- Use larger data types when possible
- Create wrapper functions for critical operations
Memory Safety Considerations
void* safeMemoryAllocation(size_t size) {
if (size < 0) {
// Negative size is invalid
return NULL;
}
return malloc(size);
}
Key Takeaways
- Never assume input is safe
- Always validate before processing
- Use appropriate data types
- Implement comprehensive error handling
- Consider edge cases and boundary conditions