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Easily validate paths in command line arguments. To be used with argparse.

Project description

pathtype: Validate paths in command line arguments

The pathtype Python package makes it simple to validate paths in command line (CLI) arguments. It's made to be used with the argparse argument parser. It can validate the existence of the file, its permissions, its file name, file extension, etc. With pathtype, you keep path arguments validation inside the command line parsing logic, away from your core application code.

Use it as the type argument in parser.add_argument() to automatically have a CLI path argument validated and returned as a pathlib.Path instance.

It works with Python 3.7+, both with Posix and Windows paths.

Example

import argparse
import pathtype

if __name__ == "__main__":
    parser = argparse.ArgumentParser()
    # We use `pathtype.Path` as the `type` argument to validate that the --image 
    # argument is a readable image file (checks the file extension).
    parser.add_argument(
        "--image", required=True,
        help="Image file to open (PNG, GIF or JPEG supported)",
        type=pathtype.Path(readable=True, name_matches_re=r"\.(png|jpe?g|gif)$")
    )
 
    # Path validations are done automatically by calling the next line, no need to 
    # add code to validate that the path can be read and that it has the correct 
    # extension. 
    args = parser.parse_args()
    
    # args.image is an instance of pathlib.Path. And since using `readable` implies 
    # `exists`, we know the file already exists and is readable by the current user.
    print(args.image.exists())
    # True

Installation

pathtype requires Python 3.7+.

Install with pip:

pip install pathtype

Usage

Using pathtype.Path without any arguments simply converts the CLI argument to a pathlib.Path instance:

parser.add_argument(
  "my_arg", type=pathtype.Path()
)

args = parser.parse_args()
print(type(args.my_arg))  # >>> <class 'pathlib.PosixPath'>

But you will generally also want to run some validations on the properties of the path.

Predefined validations (basic usage)

Multiple validations are available to have the path validated during CLI arguments parsing. If a validation fails, argument parsing will fail in the usual manner. If it succeeds, the argument will be converted to a pathlib.Path instance.

To validate that... use ...
the path points to an existing file or directory pathtype.Path(exists=True)
the path does NOT point to an existing file or directory pathtype.Path(not_exists=True)
the path's parent directory exists pathtype.Path(parent_exists=True)
the file can be created (*) pathtype.Path(creatable=True)
the file can be created or, if it already exists, it's writable (*) pathtype.Path(writable_or_creatable=True)
the current user has some permissions on the file or directory (*) pathtype.Path(readable=True, writable=True, executable=True)
the file name (the last part of the path) matches a regular expression pathtype.Path(name_matches_re=r"\.jpe?g$")
the file name matches a glob pattern pathtype.Path(name_matches_glob="*.pkl")
the full (absolute and normalized) path matches a regular expression pathtype.Path(path_matches_re="/home/.+/logs/?$")
the full path matches a glob pattern pathtype.Path(path_matches_glob="/home/*/*.pkl")

(*) All permission related validations use the current user's permission. For example, the creatable validation validates that the user running your code has permissions to create the file. Ignored on Windows.

Combining validations

You can combine multiple validations together.

Example

Validate that the path is a text file (*.txt) that doesn't exist yet, but that the current user has permissions to create the file (implies that the parent directory exists):

parser.add_argument(
    "--file",
    type=pathtype.Path(not_exists=True, creatable=True, name_matches_glob="*.txt")
)
args = parser.parse_args(["--file", "path/to/my_file.txt"])

Custom validation (advanced usage)

You can also create your own custom validations (or "validators") and use them alone, or in combination with the predefined validations.

Making a custom validator

A custom validator is a callable object (generally a function) that has the following signature:

def validator(path: pathlib.Path, arg: str) -> None

The validator must accept two arguments, path and arg, that are two views of the original CLI argument. If the original CLI argument was "../path/to/file", then path = pathlib.Path("../path/to/file") and arg = "../path/to/file".

If the validator considers that its validation failed, it must raise one of the following exception:

  • argparse.ArgumentTypeError
  • TypeError
  • ValueError

Raising any other type of error won't be nicely handled by argparse.

If its validation passes, it must end without returning anything.

Using a custom validator

You use the validator by passing it to the validator parameter of pathtype.Path().

You can also pass an iterable (ex: a list) of validators, and they will be executed sequentially.

Example

The next example creates two (strange) custom validators: one that validates that the file name contains the letter "a", the other validates that the file name doesn't contain the letter "b". The command line argument --path-1 uses only the first validator, the command line argument --path-2 uses both.

def must_have_a(path: pathlib.Path, arg: str):
    """Custom validator that fails if the file name doesn't contain the letter 'a'."""
    if "a" not in path.name:
        raise argparse.ArgumentTypeError('The file name must have the letter "a"')

def must_not_have_b(path: pathlib.Path, arg: str):
    """Custom validator that fails if the file name contains the letter 'b'."""
    if "b" in path.name:
        raise argparse.ArgumentTypeError('The file name must NOT have the letter "b"')

    
parser = argparse.ArgumentParser()
parser.add_argument(
    "--path-1",
    type=pathtype.Path(validator=must_have_a)
)
parser.add_argument(
    "--path-2",
    type=pathtype.Path(validator=[must_have_a, must_not_have_b])
)

Using predefined validations with a custom validator

You can still use any of the predefined validations (as presented in the "basic usage" section) when using a custom validator.

Example

The following would validate the existence of the file and run a custom validator.

parser.add_argument(
    ...
    type=pathtype.Path(validator=must_not_have_b, exists=True)
)

Warning: Validators in validator are always run after any of the predefined validations. So in the previous example, the existence of the file is validated first and only then the custom validator is executed.

If you need to change the order, you would have to remove exists=True and instead add an "existence" validator to your list of custom validators, in the order you wish.

But you don't need to recreate validators for any of the predefined validations. They are all available in the pathtype.validation module. Just instantiate a class and use it like a custom validator.

Example

The following changes the order of validation of the previous example: first the custom validator is executed before validating the existence. The latter validator is simply an instance of pathtype.validation.Exists.

from pathtype.validation import Exists

exist_validator = Exists()

parser.add_argument(
    ...
    type=pathtype.Path(validator=[must_not_have_b, exist_validator])
)

Logical combination of validators

The classes pathtype.validation.Any and pathtype.validation.All allow you to create validators that are logical combinations of other validators (i.e. OR or AND expressions).

  • Any: an instance of this class, initialized with a sequence of validators, is a validator that will pass if any of its validators passes, and fail if they all fail. Equivalent to an OR expression.
  • All: Similarly, an instance of this class is a validator that will pass if all of its validators pass, and fails if any fails. Equivalent to an AND expression.

Those two classes can be used to create complex validation trees.

Example

We create a validator that validates that the file name contains "a" OR that it doesn't contain "b":

from pathtype.validation import Any

or_validator = Any(must_have_a, must_not_have_b)

parser.add_argument(
    ...
    type=pathtype.Path(validator=or_validator)
)

Complete custom validator example

We want a custom validator that validates that the path is inside the current user's home directory:

import os.path
import pathlib
import argparse
import pathtype


def is_inside_home_dir(path: pathlib.Path, arg: str):
    """Validate that the path is inside the current user's home directory."""
    expanded_path = os.path.expanduser(path)
    resolved_path = pathlib.Path(os.path.abspath(expanded_path))
    user_dir = pathlib.Path.home()
    # We check that `resolved_path` starts with the same directories as `user_dir`
    is_child = resolved_path.parts[:len(user_dir.parts)] == user_dir.parts
    
    if not is_child:
        raise argparse.ArgumentTypeError(
            f"path ({resolved_path}) is not in the user's home directory ({user_dir})"
        )


if __name__ == "__main__":
    parser = argparse.ArgumentParser()
    parser.add_argument(
        "--path",
        type=pathtype.Path(validator=is_inside_home_dir)
    )

    # The following line won't raise any error
    args = parser.parse_args(["--path", "~/valid/path"])
    print(repr(args.path))
    # PosixPath('~/valid/path')

    # The following line will fail since the path is not inside the user's directory
    args = parser.parse_args(["--path", "/at-root"])
    # Fails with this message:
    #   usage: example.py [-h] [--path PATH]
    #   example.py: error: argument --path: path (/at-root) is not in the user's home directory (/home/user)

Notes

  • All paths instances are actually concrete paths (i.e. created with pathlib.Path()), and not pure paths (i.e. pathlib.PurePath()). This means that if ran on Windows, the path argument will be converted to an instance of pathlib.WindowsPath, and on other systems it'll be converted to an instance of pathlib.PosixPath. Behavior may change on different OS's, so it's best not to parse argument across OS's.
  • Validations are run once, during argument parsing. Always remember that, by the time you actually use the path, some properties of the file may have changed. For example, let's say you use pathtype.Path(exists=True). Although the file may exist at the time of argument parsing, another process may delete the file by the time you actually want to access it. So only use this package as a user-friendly "first check".

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