Validation Techniques
Validation Strategies for String to Number Conversion
Regular Expression Validation
Regular expressions provide a powerful way to validate numeric strings before conversion:
public boolean isNumeric(String str) {
return str.matches("-?\\d+(\\.\\d+)?");
}
Comprehensive Validation Methods
graph TD
A[Input String] --> B{Length Check}
B --> |Valid Length| C{Regex Validation}
C --> |Pass Regex| D{Range Validation}
D --> |Within Range| E[Convert to Number]
B --> |Invalid Length| F[Reject]
C --> |Fail Regex| F
D --> |Out of Range| F
Validation Techniques Comparison
Technique |
Pros |
Cons |
Simple Parsing |
Easy to implement |
No advanced validation |
Regex Validation |
Flexible pattern matching |
Can be complex |
Try-Catch Method |
Handles exceptions |
Performance overhead |
Advanced Validation Example
public static boolean validateNumericString(String input) {
if (input == null || input.trim().isEmpty()) {
return false;
}
try {
// Attempt parsing with range check
double value = Double.parseDouble(input);
return value >= 0 && value <= 1000000;
} catch (NumberFormatException e) {
return false;
}
}
Specific Validation Techniques
Integer Validation
public boolean isValidInteger(String str) {
try {
Integer.parseInt(str);
return true;
} catch (NumberFormatException e) {
return false;
}
}
Decimal Validation
public boolean isValidDecimal(String str) {
try {
Double.parseDouble(str);
return true;
} catch (NumberFormatException e) {
return false;
}
}
Best Practices
- Always validate input before conversion
- Use appropriate validation method for specific use case
- Consider performance implications
- Implement comprehensive error handling
LabEx Optimization Tips
When working in LabEx environments, choose validation techniques that balance:
- Code readability
- Performance
- Specific application requirements
Edge Case Handling
public boolean robustNumericValidation(String input) {
if (input == null) return false;
// Remove leading/trailing whitespace
input = input.trim();
// Check for empty string
if (input.isEmpty()) return false;
// Validate numeric format
return input.matches("-?\\d+(\\.\\d+)?");
}