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Tools for validating user data and input in Python.

Project description

APN Validators

The Validation Package provides a robust and extensible framework for validating data in Python applications. Designed with flexibility and scalability in mind, it offers a suite of pre-built validators and supports custom validation logic. This package ensures data integrity and simplifies the process of enforcing business rules across various domains.

Key Features

  • Modular Design: Each validator is encapsulated in its own class, making it easy to manage and extend the validation logic.
  • Customizable Error Messages: Validators support customizable error messages, allowing for clear and context-specific feedback.
  • Customizable Schema: Users can create their own validation schemas according to their specific needs, providing flexibility to handle unique validation scenarios.
  • Comprehensive Validation Suite: Includes a wide range of validators for common data validation tasks such as length checks, format verification, numerical comparisons, list inclusion, and regular expression matching.

Requirements

This validation package requires the following dependencies:

  • Python: Version 3.5 or later is required to use this package.
  • Additional Libraries:
    • datetime: Standard Python library for handling date and time operations.
    • re: Standard Python library for handling regular expressions.
    • collections: Standard Python library, specifically defaultdict from the collections module.

Ensure you have Python 3.5 or higher installed on your system. You can check your Python version by running:

python --version

Installation

Install package with pip

  pip install apn-validators

Available Validators

  • Date Validators:

    • IsDate : Ensure value is date
    • DateAfter: Ensures a date is after a specified target date.
    
    
    • DateBefore: Ensures a date is before a specified target date.
    • DateFormat: Validates that a date string matches a specified format.
  • String Validators:

    • Length: Checks if the length of a string falls within a specified range.
    • NotBlank: Ensures a string is not blank or only contains whitespace.
    • MatchRegex: Validates that a string matches a specified regular expression.
    • NotMatchRegex: Ensures a string does not match a specified regular expression.
    • StartWith: Validates that a string starts with one of the specified prefixes.
    • DoesntStartWith: Ensures a string does not start with one of the specified prefixes.
    • EndWith: Validates that a string ends with one of the specified suffixes.
    • DoesntEndWith: Ensures a string does not end with one of the specified suffixes.
    • InList: Checks if a string is present in a specified list.
    • NotInList: Ensures a string is not present in a specified list.
  • Numeric Validators:

    • Numeric: Validates that a value is numeric.
    • GreaterThenOrEqual: Ensures a value is greater than or equal to a specified threshold.
    • Decimal: Validates that a value is numeric and contains the specified number of decimal places.
    • Digits: Ensures a value has an exact length.
    • DigitsBetween: Validates that the length of a value is within a specified range.
    • MinDigits: Ensures a value has a minimum length.
    • MaxDigits: Ensures a value has a maximum length.
  • File Validators:

    • AllowedFile: Validates that a file has an allowed extension.
  • Equality Validators:

    • Equals: Validates that a value is equal to another specified value.

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