https://github.com/prakhardoneria/data-validator-library
Simple Data Validation Library for Python
https://github.com/prakhardoneria/data-validator-library
Last synced: 6 months ago
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Simple Data Validation Library for Python
- Host: GitHub
- URL: https://github.com/prakhardoneria/data-validator-library
- Owner: PrakharDoneria
- License: apache-2.0
- Created: 2024-01-06T03:49:51.000Z (almost 2 years ago)
- Default Branch: main
- Last Pushed: 2024-01-06T12:41:46.000Z (almost 2 years ago)
- Last Synced: 2025-04-06T07:34:07.131Z (6 months ago)
- Language: Python
- Size: 33.2 KB
- Stars: 0
- Watchers: 1
- Forks: 0
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
- License: LICENSE
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README
# Data Validation Library
[](https://opensource.org/licenses/Apache-2.0)
## Overview
The Data Validation Library is a Python library that provides tools for data validation and sanitization. It offers a set of functions to validate different types of data and sanitize input values.
## Installation
You can install the library using pip:
```bash
pip install data-validation-library
```
## Usage
Here's a quick example of how to use the library:
```Python
from data_validation_library.validators import (
validate_integer,
validate_string,
validate_email,
validate_range,
validate_boolean,
validate_url,
validate_positive_number,
)
from data_validation_library.sanitizers import (
sanitize_email,
sanitize_whitespace,
sanitize_lowercase,
sanitize_remove_numbers,
sanitize_trim_whitespace,
)
# Validation Examples
# Validate Integer
try:
validate_integer(42)
print("Validation successful for integer:", 42)
except ValueError as e:
print("Validation error:", e)
# Validate String
try:
validate_string("hello", min_length=2, max_length=5)
print("Validation successful for string:", "hello")
except ValueError as e:
print("Validation error:", e)
# Validate Email
try:
validate_email("user@example.com")
print("Validation successful for email:", "user@example.com")
except ValueError as e:
print("Validation error:", e)
# Validate Range
try:
validate_range(10, min_value=5, max_value=15)
print("Validation successful for range:", 10)
except ValueError as e:
print("Validation error:", e)
# Validate Boolean
try:
validate_boolean(True)
print("Validation successful for boolean:", True)
except ValueError as e:
print("Validation error:", e)
# Validate URL
try:
validate_url("https://example.com")
print("Validation successful for URL:", "https://example.com")
except ValueError as e:
print("Validation error:", e)
# Validate Positive Number
try:
validate_positive_number(3.14)
print("Validation successful for positive number:", 3.14)
except ValueError as e:
print("Validation error:", e)
# Sanitization Examples
# Sanitize Email
email_to_sanitize = "u&^ser@exa+mple.com"
sanitized_email = sanitize_email(email_to_sanitize)
print("Sanitized email:", sanitized_email)
# Sanitize Whitespace
string_to_sanitize = " test "
sanitized_string = sanitize_whitespace(string_to_sanitize)
print("Sanitized string:", sanitized_string)
# Sanitize Lowercase
string_to_sanitize = "UpperCase"
sanitized_string = sanitize_lowercase(string_to_sanitize)
print("Sanitized string:", sanitized_string)
# Sanitize Remove Numbers
string_to_sanitize = "123abc456"
sanitized_string = sanitize_remove_numbers(string_to_sanitize)
print("Sanitized string:", sanitized_string)
# Sanitize Trim Whitespace
string_to_sanitize = " extra spaces "
sanitized_string = sanitize_trim_whitespace(string_to_sanitize)
print("Sanitized string:", sanitized_string)
```
## Documentation
For detailed information on available functions and how to use them, check the documentation.
## Contributing
If you'd like to contribute to the development of this library, please follow the guidelines in CONTRIBUTING.md.
## License
This library is licensed under the Apache License 2.0.
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