From 62fcefbd2d1aca90e1e2d91bc5189d440df9dcdb Mon Sep 17 00:00:00 2001
From: darrenburns <darrenburns@users.noreply.github.com>
Date: Thu, 25 May 2023 13:29:33 +0100
Subject: [PATCH] Validation (#2600)

* A few different types of validation

* Rename

* Fix test

* Updating validation framework

* Update lockfile

* Ensure validators can be None

* Reworking the API a little

* Convert Input.Changed to dataclass

* Add utility for getting failures as strings

* Update an example in Validator docstring

* Remove some redundant `pass`es

* Renaming variables

* Validating Input on submit, attaching result to Submitted event

* Testing various validation features

* Update snapshots and deps

* Styling unfocused -invalid Input differently

* Add snapshot test around input validation and associated styles

* Validation docs

* Tidying validation docs in Input widget reference

* Fix mypy issues

* Remove __bool__ from Failure, make validator field required

* Code review changes

* Improving error messages in Validators
---
 docs/api/validation.md                        |    1 +
 docs/examples/widgets/input_validation.py     |   72 +
 docs/widgets/input.md                         |   48 +-
 poetry.lock                                   | 2930 ++++++++---------
 src/textual/_types.py                         |    5 +-
 src/textual/validation.py                     |  511 +++
 src/textual/widgets/_input.py                 |   99 +-
 src/textual/widgets/_pretty.py                |    2 +-
 tests/input/test_input_validation.py          |   79 +
 .../__snapshots__/test_snapshots.ambr         |  162 +
 .../snapshot_apps/input_validation.py         |   45 +
 tests/snapshot_tests/test_snapshots.py        |   13 +
 tests/test_data_table.py                      |    1 +
 tests/test_validation.py                      |  216 ++
 14 files changed, 2689 insertions(+), 1495 deletions(-)
 create mode 100644 docs/api/validation.md
 create mode 100644 docs/examples/widgets/input_validation.py
 create mode 100644 src/textual/validation.py
 create mode 100644 tests/input/test_input_validation.py
 create mode 100644 tests/snapshot_tests/snapshot_apps/input_validation.py
 create mode 100644 tests/test_validation.py

diff --git a/docs/api/validation.md b/docs/api/validation.md
new file mode 100644
index 000000000..4c0e63b60
--- /dev/null
+++ b/docs/api/validation.md
@@ -0,0 +1 @@
+::: textual.validation
diff --git a/docs/examples/widgets/input_validation.py b/docs/examples/widgets/input_validation.py
new file mode 100644
index 000000000..66264ebb8
--- /dev/null
+++ b/docs/examples/widgets/input_validation.py
@@ -0,0 +1,72 @@
+from textual import on
+from textual.app import App, ComposeResult
+from textual.validation import Function, Number, ValidationResult, Validator
+from textual.widgets import Input, Label, Pretty
+
+
+class InputApp(App):
+    # (6)!
+    CSS = """
+    Input.-valid {
+        border: tall $success 60%;
+    }
+    Input.-valid:focus {
+        border: tall $success;
+    }
+    Input {
+        margin: 1 1;
+    }
+    Label {
+        margin: 1 2;
+    }
+    Pretty {
+        margin: 1 2;
+    }
+    """
+
+    def compose(self) -> ComposeResult:
+        yield Label("Enter an even number between 1 and 100 that is also a palindrome.")
+        yield Input(
+            placeholder="Enter a number...",
+            validators=[
+                Number(minimum=1, maximum=100),  # (1)!
+                Function(is_even, "Value is not even."),  # (2)!
+                Palindrome(),  # (3)!
+            ],
+        )
+        yield Pretty([])
+
+    @on(Input.Changed)
+    def show_invalid_reasons(self, event: Input.Changed) -> None:
+        # Updating the UI to show the reasons why validation failed
+        if not event.validation_result.is_valid:  # (4)!
+            self.query_one(Pretty).update(event.validation_result.failure_descriptions)
+        else:
+            self.query_one(Pretty).update([])
+
+
+def is_even(value: str) -> bool:
+    try:
+        return int(value) % 2 == 0
+    except ValueError:
+        return False
+
+
+# A custom validator
+class Palindrome(Validator):  # (5)!
+    def validate(self, value: str) -> ValidationResult:
+        """Check a string is equal to its reverse."""
+        if self.is_palindrome(value):
+            return self.success()
+        else:
+            return self.failure("That's not a palindrome :/")
+
+    @staticmethod
+    def is_palindrome(value: str) -> bool:
+        return value == value[::-1]
+
+
+app = InputApp()
+
+if __name__ == "__main__":
+    app.run()
diff --git a/docs/widgets/input.md b/docs/widgets/input.md
index 6e6d2d6c8..23335dbeb 100644
--- a/docs/widgets/input.md
+++ b/docs/widgets/input.md
@@ -5,7 +5,9 @@ A single-line text input widget.
 - [x] Focusable
 - [ ] Container
 
-## Example
+## Examples
+
+### A Simple Example
 
 The example below shows how you might create a simple form using two `Input` widgets.
 
@@ -20,10 +22,52 @@ The example below shows how you might create a simple form using two `Input` wid
     --8<-- "docs/examples/widgets/input.py"
     ```
 
+### Validating Input
+
+You can supply one or more *[validators][textual.validation.Validator]* to the `Input` widget to validate the value.
+
+When the value changes or the `Input` is submitted, all the supplied validators will run.
+
+Validation is considered to have failed if *any* of the validators fail.
+
+You can check whether the validation succeeded or failed inside an [Input.Changed][textual.widgets.Input.Changed] or
+[Input.Submitted][textual.widgets.Input.Submitted] handler by looking at the `validation_result` attribute on these events.
+
+In the example below, we show how to combine multiple validators and update the UI to tell the user
+why validation failed.
+Click the tabs to see the output for validation failures and successes.
+
+=== "input_validation.py"
+
+    ```python hl_lines="8-15 31-35 42-45 56-62"
+    --8<-- "docs/examples/widgets/input_validation.py"
+    ```
+
+    1. `Number` is a built-in `Validator`. It checks that the value in the `Input` is a valid number, and optionally can check that it falls within a range.
+    2. `Function` lets you quickly define custom validation constraints. In this case, we check the value in the `Input` is even.
+    3. `Palindrome` is a custom `Validator` defined below.
+    4. The `Input.Changed` event has a `validation_result` attribute which contains information about the validation that occurred when the value changed.
+    5. Here's how we can implement a custom validator which checks if a string is a palindrome. Note how the description passed into `self.failure` corresponds to the message seen on UI.
+    6. Textual offers default styling for the `-invalid` CSS class (a red border), which is automatically applied to `Input` when validation fails. We can also provide custom styling for the `-valid` class, as seen here. In this case, we add a green border around the `Input` to indicate successful validation.
+
+=== "Validation Failure"
+
+    ```{.textual path="docs/examples/widgets/input_validation.py" press="-,2,3"}
+    ```
+
+=== "Validation Success"
+
+    ```{.textual path="docs/examples/widgets/input_validation.py" press="4,4"}
+    ```
+
+Textual offers several [built-in validators][textual.validation] for common requirements,
+but you can easily roll your own by extending [Validator][textual.validation.Validator],
+as seen for `Palindrome` in the example above.
+
 ## Reactive Attributes
 
 | Name              | Type   | Default | Description                                                     |
-| ----------------- | ------ | ------- | --------------------------------------------------------------- |
+|-------------------|--------|---------|-----------------------------------------------------------------|
 | `cursor_blink`    | `bool` | `True`  | True if cursor blinking is enabled.                             |
 | `value`           | `str`  | `""`    | The value currently in the text input.                          |
 | `cursor_position` | `int`  | `0`     | The index of the cursor in the value string.                    |
diff --git a/poetry.lock b/poetry.lock
index 344980f43..f1b6fbbd7 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -1,5 +1,3 @@
-# This file is automatically @generated by Poetry 1.4.1 and should not be changed by hand.
-
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 name = "aiohttp"
 version = "3.8.4"
@@ -7,7 +5,1107 @@ description = "Async http client/server framework (asyncio)"
 category = "main"
 optional = false
 python-versions = ">=3.6"
-files = [
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+
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+
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+description = "aiosignal: a list of registered asynchronous callbacks"
+category = "main"
+optional = false
+python-versions = ">=3.7"
+
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+frozenlist = ">=1.1.0"
+
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+trio = ["trio (>=0.16,<0.22)"]
+
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+    {file = "yarl-1.9.2-cp38-cp38-win_amd64.whl", hash = "sha256:63c48f6cef34e6319a74c727376e95626f84ea091f92c0250a98e53e62c77c72"},
+    {file = "yarl-1.9.2-cp39-cp39-macosx_10_9_universal2.whl", hash = "sha256:75df5ef94c3fdc393c6b19d80e6ef1ecc9ae2f4263c09cacb178d871c02a5ba9"},
+    {file = "yarl-1.9.2-cp39-cp39-macosx_10_9_x86_64.whl", hash = "sha256:c027a6e96ef77d401d8d5a5c8d6bc478e8042f1e448272e8d9752cb0aff8b5c8"},
+    {file = "yarl-1.9.2-cp39-cp39-macosx_11_0_arm64.whl", hash = "sha256:f3b078dbe227f79be488ffcfc7a9edb3409d018e0952cf13f15fd6512847f3f7"},
+    {file = "yarl-1.9.2-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:59723a029760079b7d991a401386390c4be5bfec1e7dd83e25a6a0881859e716"},
+    {file = "yarl-1.9.2-cp39-cp39-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:b03917871bf859a81ccb180c9a2e6c1e04d2f6a51d953e6a5cdd70c93d4e5a2a"},
+    {file = "yarl-1.9.2-cp39-cp39-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:c1012fa63eb6c032f3ce5d2171c267992ae0c00b9e164efe4d73db818465fac3"},
+    {file = "yarl-1.9.2-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:a74dcbfe780e62f4b5a062714576f16c2f3493a0394e555ab141bf0d746bb955"},
+    {file = "yarl-1.9.2-cp39-cp39-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:8c56986609b057b4839968ba901944af91b8e92f1725d1a2d77cbac6972b9ed1"},
+    {file = "yarl-1.9.2-cp39-cp39-musllinux_1_1_aarch64.whl", hash = "sha256:2c315df3293cd521033533d242d15eab26583360b58f7ee5d9565f15fee1bef4"},
+    {file = "yarl-1.9.2-cp39-cp39-musllinux_1_1_i686.whl", hash = "sha256:b7232f8dfbd225d57340e441d8caf8652a6acd06b389ea2d3222b8bc89cbfca6"},
+    {file = "yarl-1.9.2-cp39-cp39-musllinux_1_1_ppc64le.whl", hash = "sha256:53338749febd28935d55b41bf0bcc79d634881195a39f6b2f767870b72514caf"},
+    {file = "yarl-1.9.2-cp39-cp39-musllinux_1_1_s390x.whl", hash = "sha256:066c163aec9d3d073dc9ffe5dd3ad05069bcb03fcaab8d221290ba99f9f69ee3"},
+    {file = "yarl-1.9.2-cp39-cp39-musllinux_1_1_x86_64.whl", hash = "sha256:8288d7cd28f8119b07dd49b7230d6b4562f9b61ee9a4ab02221060d21136be80"},
+    {file = "yarl-1.9.2-cp39-cp39-win32.whl", hash = "sha256:b124e2a6d223b65ba8768d5706d103280914d61f5cae3afbc50fc3dfcc016623"},
+    {file = "yarl-1.9.2-cp39-cp39-win_amd64.whl", hash = "sha256:61016e7d582bc46a5378ffdd02cd0314fb8ba52f40f9cf4d9a5e7dbef88dee18"},
+    {file = "yarl-1.9.2.tar.gz", hash = "sha256:04ab9d4b9f587c06d801c2abfe9317b77cdf996c65a90d5e84ecc45010823571"},
 ]
-
-[package.dependencies]
-idna = ">=2.0"
-multidict = ">=4.0"
-typing-extensions = {version = ">=3.7.4", markers = "python_version < \"3.8\""}
-
-[[package]]
-name = "zipp"
-version = "3.15.0"
-description = "Backport of pathlib-compatible object wrapper for zip files"
-category = "main"
-optional = false
-python-versions = ">=3.7"
-files = [
+zipp = [
     {file = "zipp-3.15.0-py3-none-any.whl", hash = "sha256:48904fc76a60e542af151aded95726c1a5c34ed43ab4134b597665c86d7ad556"},
     {file = "zipp-3.15.0.tar.gz", hash = "sha256:112929ad649da941c23de50f356a2b5570c954b65150642bccdd66bf194d224b"},
 ]
-
-[package.extras]
-docs = ["furo", "jaraco.packaging (>=9)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (>=3.5)", "sphinx-lint"]
-testing = ["big-O", "flake8 (<5)", "jaraco.functools", "jaraco.itertools", "more-itertools", "pytest (>=6)", "pytest-black (>=0.3.7)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=1.3)", "pytest-flake8", "pytest-mypy (>=0.9.1)"]
-
-[extras]
-dev = ["aiohttp", "click", "msgpack"]
-
-[metadata]
-lock-version = "2.0"
-python-versions = "^3.7"
-content-hash = "a89bfd74d6263e09a9bf7a1d3a1108db499a710c1dff776cca49e023087ee51f"
diff --git a/src/textual/_types.py b/src/textual/_types.py
index 48e38e006..dc91e6842 100644
--- a/src/textual/_types.py
+++ b/src/textual/_types.py
@@ -1,7 +1,6 @@
-from typing import TYPE_CHECKING, Any, Awaitable, Callable, List, Union
+from typing import TYPE_CHECKING, Any, Awaitable, Callable, List, Pattern, Union
 
-from rich.segment import Segment
-from typing_extensions import Protocol
+from typing_extensions import Protocol, runtime_checkable
 
 if TYPE_CHECKING:
     from .message import Message
diff --git a/src/textual/validation.py b/src/textual/validation.py
new file mode 100644
index 000000000..f49cec941
--- /dev/null
+++ b/src/textual/validation.py
@@ -0,0 +1,511 @@
+"""Framework for validating string values"""
+
+from __future__ import annotations
+
+import math
+import re
+from abc import ABC, abstractmethod
+from dataclasses import dataclass, field
+from typing import Callable, Sequence
+from urllib.parse import urlparse
+
+import rich.repr
+
+from textual._types import Pattern
+
+
+@dataclass
+class ValidationResult:
+    """The result of calling a `Validator.validate` method."""
+
+    failures: Sequence[Failure] = field(default_factory=list)
+    """A list of reasons why the value was invalid. Empty if valid=True"""
+
+    @staticmethod
+    def merge(results: Sequence["ValidationResult"]) -> "ValidationResult":
+        """Merge multiple ValidationResult objects into one.
+
+        Args:
+            results: List of ValidationResult objects to merge.
+
+        Returns:
+            Merged ValidationResult object.
+        """
+        is_valid = all(result.is_valid for result in results)
+        failures = [failure for result in results for failure in result.failures]
+        if is_valid:
+            return ValidationResult.success()
+        else:
+            return ValidationResult.failure(failures)
+
+    @staticmethod
+    def success() -> ValidationResult:
+        """Construct a successful ValidationResult.
+
+        Returns:
+            A successful ValidationResult.
+        """
+        return ValidationResult()
+
+    @staticmethod
+    def failure(failures: Sequence[Failure]) -> ValidationResult:
+        """Construct a failure ValidationResult.
+
+        Args:
+            failures: The failures.
+
+        Returns:
+            A failure ValidationResult.
+        """
+        return ValidationResult(failures)
+
+    @property
+    def failure_descriptions(self) -> list[str]:
+        """Utility for extracting failure descriptions as strings.
+
+        Useful if you don't care about the additional metadata included in the `Failure` objects.
+
+        Returns:
+            A list of the string descriptions explaining the failing validations.
+        """
+        return [
+            failure.description
+            for failure in self.failures
+            if failure.description is not None
+        ]
+
+    @property
+    def is_valid(self) -> bool:
+        """True if the validation was successful."""
+        return len(self.failures) == 0
+
+
+@dataclass
+class Failure:
+    """Information about a validation failure."""
+
+    validator: Validator
+    """The Validator which produced the failure."""
+    value: str | None = None
+    """The value which resulted in validation failing."""
+    description: str | None = None
+    """An optional override for describing this failure. Takes precedence over any messages set in the Validator."""
+
+    def __post_init__(self) -> None:
+        # If a failure message isn't supplied, try to get it from the Validator.
+        if self.description is None:
+            if self.validator.failure_description is not None:
+                self.description = self.validator.failure_description
+            else:
+                self.description = self.validator.describe_failure(self)
+
+    def __rich_repr__(self) -> rich.repr.Result:  # pragma: no cover
+        yield self.value
+        yield self.validator
+        yield self.description
+
+
+class Validator(ABC):
+    """Base class for the validation of string values.
+
+    Commonly used in conjunction with the `Input` widget, which accepts a
+    list of validators via its constructor. This validation framework can also be used to validate any 'stringly-typed'
+    values (for example raw command line input from `sys.args`).
+
+    To implement your own `Validator`, subclass this class.
+
+    Example:
+        ```python
+        class Palindrome(Validator):
+            def validate(self, value: str) -> ValidationResult:
+                def is_palindrome(value: str) -> bool:
+                    return value == value[::-1]
+                return self.success() if is_palindrome(value) else self.failure("Not palindrome!")
+        ```
+    """
+
+    def __init__(self, failure_description: str | None = None) -> None:
+        self.failure_description = failure_description
+        """A description of why the validation failed.
+
+        The description (intended to be user-facing) to attached to the Failure if the validation fails.
+        This failure description is ultimately accessible at the time of validation failure  via the `Input.Changed`
+        or `Input.Submitted` event, and you can access it on your message handler (a method called, for example,
+        `on_input_changed` or a method decorated with `@on(Input.Changed)`.
+        """
+
+    @abstractmethod
+    def validate(self, value: str) -> ValidationResult:
+        """Validate the value and return a ValidationResult describing the outcome of the validation.
+
+        Args:
+            value: The value to validate.
+
+        Returns:
+            The result of the validation.
+        """
+
+    def describe_failure(self, failure: Failure) -> str | None:
+        """Return a string description of the Failure.
+
+        Used to provide a more fine-grained description of the failure. A Validator could fail for multiple
+        reasons, so this method could be used to provide a different reason for different types of failure.
+
+        !!! warning
+
+            This method is only called if no other description has been supplied. If you supply a description
+            inside a call to `self.failure(description="...")`, or pass a description into the constructor of
+            the validator, those will take priority, and this method won't be called.
+
+        Args:
+            failure: Information about why the validation failed.
+
+        Returns:
+            A string description of the failure.
+        """
+        return self.failure_description
+
+    def success(self) -> ValidationResult:
+        """Shorthand for `ValidationResult(True)`.
+
+        You can return success() from a `Validator.validate` method implementation to signal
+        that validation has succeeded.
+
+        Returns:
+            A ValidationResult indicating validation succeeded.
+        """
+        return ValidationResult()
+
+    def failure(
+        self,
+        description: str | None = None,
+        value: str | None = None,
+        failures: Failure | Sequence[Failure] | None = None,
+    ) -> ValidationResult:
+        """Shorthand for signaling validation failure.
+
+        You can return failure(...) from a `Validator.validate` implementation to signal validation succeeded.
+
+        Args:
+            description: The failure description that will be used. When used in conjunction with the Input widget,
+                this is the description that will ultimately be available inside the handler for `Input.Changed`. If not
+                supplied, the `failure_description` from the `Validator` will be used. If that is not supplied either,
+                then the `describe_failure` method on `Validator` will be called.
+            value: The value that was considered invalid. This is optional, and only needs to be supplied if required
+                in your `Input.Changed` handler.
+            validator: The validator that performed the validation. This is optional, and only needs to be supplied if
+                required in your `Input.Changed` handler.
+            failures: The reasons the validator failed. If not supplied, a generic `Failure` will be included in the
+                ValidationResult returned from this function.
+
+        Returns:
+            A ValidationResult representing failed validation, and containing the metadata supplied
+                to this function.
+        """
+        if isinstance(failures, Failure):
+            failures = [failures]
+
+        result = ValidationResult(
+            failures or [Failure(validator=self, value=value, description=description)],
+        )
+        return result
+
+
+class Regex(Validator):
+    """A validator that checks the value matches a regex (via `re.fullmatch`)."""
+
+    def __init__(
+        self,
+        regex: str | Pattern[str],
+        flags: int | re.RegexFlag = 0,
+        failure_description: str | None = None,
+    ) -> None:
+        super().__init__(failure_description=failure_description)
+        self.regex = regex
+        """The regex which we'll validate is matched by the value."""
+        self.flags = flags
+        """The flags to pass to `re.fullmatch`."""
+
+    class NoResults(Failure):
+        """Indicates validation failed because the regex could not be found within the value string."""
+
+    def validate(self, value: str) -> ValidationResult:
+        """Ensure that the value matches the regex.
+
+        Args:
+            value: The value that should match the regex.
+
+        Returns:
+            The result of the validation.
+        """
+        regex = self.regex
+        has_match = re.fullmatch(regex, value, flags=self.flags) is not None
+        if not has_match:
+            failures = [Regex.NoResults(self, value)]
+            return self.failure(failures=failures)
+        return self.success()
+
+    def describe_failure(self, failure: Failure) -> str | None:
+        """Describes why the validator failed.
+
+        Args:
+            failure: Information about why the validation failed.
+
+        Returns:
+            A string description of the failure.
+        """
+        return f"Must match regular expression {self.regex!r} (flags={self.flags})."
+
+
+class Number(Validator):
+    """Validator that ensures the value is a number, with an optional range check."""
+
+    def __init__(
+        self,
+        minimum: float | None = None,
+        maximum: float | None = None,
+        failure_description: str | None = None,
+    ) -> None:
+        super().__init__(failure_description=failure_description)
+        self.minimum = minimum
+        """The minimum value of the number, inclusive. If `None`, the minimum is unbounded."""
+        self.maximum = maximum
+        """The maximum value of the number, inclusive. If `None`, the maximum is unbounded."""
+
+    class NotANumber(Failure):
+        """Indicates a failure due to the value not being a valid number (decimal/integer, inc. scientific notation)"""
+
+    class NotInRange(Failure):
+        """Indicates a failure due to the number not being within the range [minimum, maximum]."""
+
+    def validate(self, value: str) -> ValidationResult:
+        """Ensure that `value` is a valid number, optionally within a range.
+
+        Args:
+            value: The value to validate.
+
+        Returns:
+            The result of the validation.
+        """
+        try:
+            float_value = float(value)
+        except ValueError:
+            return ValidationResult.failure([Number.NotANumber(self, value)])
+
+        if float_value in {math.nan, math.inf, -math.inf}:
+            return ValidationResult.failure([Number.NotANumber(self, value)])
+
+        if not self._validate_range(float_value):
+            return ValidationResult.failure(
+                [Number.NotInRange(self, value)],
+            )
+        return self.success()
+
+    def _validate_range(self, value: float) -> bool:
+        """Return a boolean indicating whether the number is within the range specified in the attributes."""
+        if self.minimum is not None and value < self.minimum:
+            return False
+        if self.maximum is not None and value > self.maximum:
+            return False
+        return True
+
+    def describe_failure(self, failure: Failure) -> str | None:
+        """Describes why the validator failed.
+
+        Args:
+            failure: Information about why the validation failed.
+
+        Returns:
+            A string description of the failure.
+        """
+        if isinstance(failure, Number.NotANumber):
+            return f"Must be a valid number."
+        elif isinstance(failure, Number.NotInRange):
+            if self.minimum is None and self.maximum is not None:
+                return f"Must be less than or equal to {self.maximum}."
+            elif self.minimum is not None and self.maximum is None:
+                return f"Must be greater than or equal to {self.minimum}."
+            else:
+                return f"Must be between {self.minimum} and {self.maximum}."
+        else:
+            return None
+
+
+class Integer(Number):
+    """Validator which ensures the value is an integer which falls within a range."""
+
+    class NotAnInteger(Failure):
+        """Indicates a failure due to the value not being a valid integer."""
+
+    def validate(self, value: str) -> ValidationResult:
+        """Ensure that `value` is an integer, optionally within a range.
+
+        Args:
+            value: The value to validate.
+
+        Returns:
+            The result of the validation.
+        """
+        # First, check that we're dealing with a number in the range.
+        number_validation_result = super().validate(value)
+        if not number_validation_result.is_valid:
+            return number_validation_result
+
+        # We know it's a number, but is that number an integer?
+        is_integer = float(value).is_integer()
+        if not is_integer:
+            return ValidationResult.failure([Integer.NotAnInteger(self, value)])
+
+        return self.success()
+
+    def describe_failure(self, failure: Failure) -> str | None:
+        """Describes why the validator failed.
+
+        Args:
+            failure: Information about why the validation failed.
+
+        Returns:
+            A string description of the failure.
+        """
+        if isinstance(failure, Integer.NotAnInteger):
+            return f"Must be a valid integer."
+        elif isinstance(failure, Integer.NotInRange):
+            if self.minimum is None and self.maximum is not None:
+                return f"Must be less than or equal to {self.maximum}."
+            elif self.minimum is not None and self.maximum is None:
+                return f"Must be greater than or equal to {self.minimum}."
+            else:
+                return f"Must be between {self.minimum} and {self.maximum}."
+        else:
+            return None
+
+
+class Length(Validator):
+    """Validate that a string is within a range (inclusive)."""
+
+    def __init__(
+        self,
+        minimum: int | None = None,
+        maximum: int | None = None,
+        failure_description: str | None = None,
+    ) -> None:
+        super().__init__(failure_description=failure_description)
+        self.minimum = minimum
+        """The inclusive minimum length of the value, or None if unbounded."""
+        self.maximum = maximum
+        """The inclusive maximum length of the value, or None if unbounded."""
+
+    class Incorrect(Failure):
+        """Indicates a failure due to the length of the value being outside the range."""
+
+    def validate(self, value: str) -> ValidationResult:
+        """Ensure that value falls within the maximum and minimum length constraints.
+
+        Args:
+            value: The value to validate.
+
+        Returns:
+            The result of the validation.
+        """
+        too_short = self.minimum is not None and len(value) < self.minimum
+        too_long = self.maximum is not None and len(value) > self.maximum
+        if too_short or too_long:
+            return ValidationResult.failure([Length.Incorrect(self, value)])
+        return self.success()
+
+    def describe_failure(self, failure: Failure) -> str | None:
+        """Describes why the validator failed.
+
+        Args:
+            failure: Information about why the validation failed.
+
+        Returns:
+            A string description of the failure.
+        """
+        if isinstance(failure, Length.Incorrect):
+            if self.minimum is None and self.maximum is not None:
+                return f"Must be shorter than {self.maximum} characters."
+            elif self.minimum is not None and self.maximum is None:
+                return f"Must be longer than {self.minimum} characters."
+            else:
+                return f"Must be between {self.minimum} and {self.maximum} characters."
+        return None
+
+
+class Function(Validator):
+    """A flexible validator which allows you to provide custom validation logic."""
+
+    def __init__(
+        self,
+        function: Callable[[str], bool],
+        failure_description: str | None = None,
+    ) -> None:
+        super().__init__(failure_description=failure_description)
+        self.function = function
+        """Function which takes the value to validate and returns True if valid, and False otherwise."""
+
+    class ReturnedFalse(Failure):
+        """Indicates validation failed because the supplied function returned False."""
+
+    def validate(self, value: str) -> ValidationResult:
+        """Validate that the supplied function returns True.
+
+        Args:
+            value: The value to pass into the supplied function.
+
+        Returns:
+            A ValidationResult indicating success if the function returned True,
+                and failure if the function return False.
+        """
+        is_valid = self.function(value)
+        if is_valid:
+            return self.success()
+        return self.failure(failures=Function.ReturnedFalse(self, value))
+
+    def describe_failure(self, failure: Failure) -> str | None:
+        """Describes why the validator failed.
+
+        Args:
+            failure: Information about why the validation failed.
+
+        Returns:
+            A string description of the failure.
+        """
+        return self.failure_description
+
+
+class URL(Validator):
+    """Validator that checks if a URL is valid (ensuring a scheme is present)."""
+
+    class InvalidURL(Failure):
+        """Indicates that the URL is not valid."""
+
+    def validate(self, value: str) -> ValidationResult:
+        """Validates that `value` is a valid URL (contains a scheme).
+
+        Args:
+            value: The value to validate.
+
+        Returns:
+            The result of the validation.
+        """
+        invalid_url = ValidationResult.failure([URL.InvalidURL(self, value)])
+        try:
+            parsed_url = urlparse(value)
+            if not all([parsed_url.scheme, parsed_url.netloc]):
+                return invalid_url
+        except ValueError:
+            return invalid_url
+
+        return self.success()
+
+    def describe_failure(self, failure: Failure) -> str | None:
+        """Describes why the validator failed.
+
+        Args:
+            failure: Information about why the validation failed.
+
+        Returns:
+            A string description of the failure.
+        """
+        return "Must be a valid URL."
diff --git a/src/textual/widgets/_input.py b/src/textual/widgets/_input.py
index e14dcdf10..31f267a32 100644
--- a/src/textual/widgets/_input.py
+++ b/src/textual/widgets/_input.py
@@ -1,7 +1,8 @@
 from __future__ import annotations
 
 import re
-from typing import ClassVar
+from dataclasses import dataclass
+from typing import ClassVar, Iterable
 
 from rich.cells import cell_len, get_character_cell_size
 from rich.console import Console, ConsoleOptions, RenderableType, RenderResult
@@ -16,6 +17,7 @@ from ..events import Blur, Focus, Mount
 from ..geometry import Size
 from ..message import Message
 from ..reactive import reactive
+from ..validation import Failure, ValidationResult, Validator
 from ..widget import Widget
 
 
@@ -122,6 +124,12 @@ class Input(Widget, can_focus=True):
     Input>.input--placeholder {
         color: $text-disabled;
     }
+    Input.-invalid {
+        border: tall $error 60%;
+    }
+    Input.-invalid:focus {
+        border: tall $error;
+    }
     """
 
     cursor_blink = reactive(True)
@@ -136,42 +144,45 @@ class Input(Widget, can_focus=True):
     password = reactive(False)
     max_size: reactive[int | None] = reactive(None)
 
-    class Changed(Message, bubble=True):
+    @dataclass
+    class Changed(Message):
         """Posted when the value changes.
 
         Can be handled using `on_input_changed` in a subclass of `Input` or in a parent
         widget in the DOM.
-
-        Attributes:
-            value: The value that the input was changed to.
-            input: The `Input` widget that was changed.
         """
 
-        def __init__(self, input: Input, value: str) -> None:
-            super().__init__()
-            self.input: Input = input
-            self.value: str = value
+        input: Input
+        """The `Input` widget that was changed."""
+
+        value: str
+        """The value that the input was changed to."""
+
+        validation_result: ValidationResult | None = None
+        """The result of validating the value (formed by combining the results from each validator), or None
+            if validation was not performed (for example when no validators are specified in the `Input`s init)"""
 
         @property
         def control(self) -> Input:
             """Alias for self.input."""
             return self.input
 
-    class Submitted(Message, bubble=True):
+    @dataclass
+    class Submitted(Message):
         """Posted when the enter key is pressed within an `Input`.
 
         Can be handled using `on_input_submitted` in a subclass of `Input` or in a
         parent widget in the DOM.
-
-        Attributes:
-            value: The value of the `Input` being submitted.
-            input: The `Input` widget that is being submitted.
         """
 
-        def __init__(self, input: Input, value: str) -> None:
-            super().__init__()
-            self.input: Input = input
-            self.value: str = value
+        input: Input
+        """The `Input` widget that is being submitted."""
+        value: str
+        """The value of the `Input` being submitted."""
+        validation_result: ValidationResult | None = None
+        """The result of validating the value on submission, formed by combining the results for each validator.
+        This value will be None if no validation was performed, which will be the case if no validators are supplied
+        to the corresponding `Input` widget."""
 
         @property
         def control(self) -> Input:
@@ -184,6 +195,7 @@ class Input(Widget, can_focus=True):
         placeholder: str = "",
         highlighter: Highlighter | None = None,
         password: bool = False,
+        validators: Validator | Iterable[Validator] | None = None,
         name: str | None = None,
         id: str | None = None,
         classes: str | None = None,
@@ -196,6 +208,7 @@ class Input(Widget, can_focus=True):
             placeholder: Optional placeholder text for the input.
             highlighter: An optional highlighter for the input.
             password: Flag to say if the field should obfuscate its content. Default is `False`.
+            validators: An iterable of validators that the Input value will be checked against.
             name: Optional name for the input widget.
             id: Optional ID for the widget.
             classes: Optional initial classes for the widget.
@@ -207,6 +220,13 @@ class Input(Widget, can_focus=True):
         self.placeholder = placeholder
         self.highlighter = highlighter
         self.password = password
+        # Ensure we always end up with an Iterable of validators
+        if isinstance(validators, Validator):
+            self.validators: list[Validator] = [validators]
+        elif validators is None:
+            self.validators = []
+        else:
+            self.validators = list(validators) or []
 
     def _position_to_cell(self, position: int) -> int:
         """Convert an index within the value to cell position."""
@@ -254,7 +274,36 @@ class Input(Widget, can_focus=True):
     async def watch_value(self, value: str) -> None:
         if self.styles.auto_dimensions:
             self.refresh(layout=True)
-        self.post_message(self.Changed(self, value))
+
+        validation_result = self.validate(value)
+
+        self.post_message(self.Changed(self, value, validation_result))
+
+    def validate(self, value: str) -> ValidationResult | None:
+        """Run all the validators associated with this Input on the supplied value.
+
+        Runs all validators, combines the result into one. If any of the validators
+        failed, the combined result will be a failure. If no validators are present,
+        None will be returned. This also sets the `-invalid` CSS class on the Input
+        if the validation fails, and sets the `-valid` CSS class on the Input if
+        the validation succeeds.
+
+        Returns:
+            A ValidationResult indicating whether *all* validators succeeded or not.
+                That is, if *any* validator fails, the result will be an unsuccessful
+                validation.
+        """
+        # If no validators are supplied, and therefore no validation occurs, we return None.
+        if not self.validators:
+            return None
+
+        validation_results: list[ValidationResult] = [
+            validator.validate(value) for validator in self.validators
+        ]
+        combined_result = ValidationResult.merge(validation_results)
+        self.set_class(not combined_result.is_valid, "-invalid")
+        self.set_class(combined_result.is_valid, "-valid")
+        return combined_result
 
     @property
     def cursor_width(self) -> int:
@@ -438,7 +487,7 @@ class Input(Widget, can_focus=True):
                 self.value = self.value[: self.cursor_position]
             else:
                 self.value = (
-                    f"{self.value[: self.cursor_position]}{after[hit.end()-1 :]}"
+                    f"{self.value[: self.cursor_position]}{after[hit.end() - 1:]}"
                 )
 
     def action_delete_right_all(self) -> None:
@@ -490,5 +539,9 @@ class Input(Widget, can_focus=True):
             self.cursor_position = 0
 
     async def action_submit(self) -> None:
-        """Handle a submit action (normally the user hitting Enter in the input)."""
-        self.post_message(self.Submitted(self, self.value))
+        """Handle a submit action.
+
+        Normally triggered by the user pressing Enter. This will also run any validators.
+        """
+        validation_result = self.validate(self.value)
+        self.post_message(self.Submitted(self, self.value, validation_result))
diff --git a/src/textual/widgets/_pretty.py b/src/textual/widgets/_pretty.py
index 97d9352cf..34d88b396 100644
--- a/src/textual/widgets/_pretty.py
+++ b/src/textual/widgets/_pretty.py
@@ -16,7 +16,7 @@ class Pretty(Widget):
     """
 
     DEFAULT_CSS = """
-    Static {
+    Pretty {
         height: auto;
     }
     """
diff --git a/tests/input/test_input_validation.py b/tests/input/test_input_validation.py
new file mode 100644
index 000000000..b02b2e657
--- /dev/null
+++ b/tests/input/test_input_validation.py
@@ -0,0 +1,79 @@
+from textual import on
+from textual.app import App, ComposeResult
+from textual.validation import Number, ValidationResult
+from textual.widgets import Input
+
+
+class InputApp(App):
+    def __init__(self):
+        super().__init__()
+        self.messages = []
+        self.validator = Number(minimum=1, maximum=5)
+
+    def compose(self) -> ComposeResult:
+        yield Input(
+            validators=self.validator,
+        )
+
+    @on(Input.Changed)
+    @on(Input.Submitted)
+    def on_changed_or_submitted(self, event):
+        self.messages.append(event)
+
+
+async def test_input_changed_message_validation_failure():
+    app = InputApp()
+    async with app.run_test() as pilot:
+        input = app.query_one(Input)
+        input.value = "8"
+        await pilot.pause()
+        assert len(app.messages) == 1
+        assert app.messages[0].validation_result == ValidationResult.failure(
+            failures=[
+                Number.NotInRange(
+                    value="8",
+                    validator=app.validator,
+                    description="Must be between 1 and 5.",
+                )
+            ],
+        )
+
+
+async def test_input_changed_message_validation_success():
+    app = InputApp()
+    async with app.run_test() as pilot:
+        input = app.query_one(Input)
+        input.value = "3"
+        await pilot.pause()
+        assert len(app.messages) == 1
+        assert app.messages[0].validation_result == ValidationResult.success()
+
+
+async def test_input_submitted_message_validation_failure():
+    app = InputApp()
+    async with app.run_test() as pilot:
+        input = app.query_one(Input)
+        input.value = "8"
+        await input.action_submit()
+        await pilot.pause()
+        assert len(app.messages) == 2
+        assert app.messages[1].validation_result == ValidationResult.failure(
+            failures=[
+                Number.NotInRange(
+                    value="8",
+                    validator=app.validator,
+                    description="Must be between 1 and 5.",
+                )
+            ],
+        )
+
+
+async def test_input_submitted_message_validation_success():
+    app = InputApp()
+    async with app.run_test() as pilot:
+        input = app.query_one(Input)
+        input.value = "3"
+        await input.action_submit()
+        await pilot.pause()
+        assert len(app.messages) == 2
+        assert app.messages[1].validation_result == ValidationResult.success()
diff --git a/tests/snapshot_tests/__snapshots__/test_snapshots.ambr b/tests/snapshot_tests/__snapshots__/test_snapshots.ambr
index 7013a574a..2d796a7ca 100644
--- a/tests/snapshot_tests/__snapshots__/test_snapshots.ambr
+++ b/tests/snapshot_tests/__snapshots__/test_snapshots.ambr
@@ -16790,6 +16790,168 @@
   
   '''
 # ---
+# name: test_input_validation
+  '''
+  <svg class="rich-terminal" viewBox="0 0 994 635.5999999999999" xmlns="http://www.w3.org/2000/svg">
+      <!-- Generated with Rich https://www.textualize.io -->
+      <style>
+  
+      @font-face {
+          font-family: "Fira Code";
+          src: local("FiraCode-Regular"),
+                  url("https://cdnjs.cloudflare.com/ajax/libs/firacode/6.2.0/woff2/FiraCode-Regular.woff2") format("woff2"),
+                  url("https://cdnjs.cloudflare.com/ajax/libs/firacode/6.2.0/woff/FiraCode-Regular.woff") format("woff");
+          font-style: normal;
+          font-weight: 400;
+      }
+      @font-face {
+          font-family: "Fira Code";
+          src: local("FiraCode-Bold"),
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+                  url("https://cdnjs.cloudflare.com/ajax/libs/firacode/6.2.0/woff/FiraCode-Bold.woff") format("woff");
+          font-style: bold;
+          font-weight: 700;
+      }
+  
+      .terminal-3846064726-matrix {
+          font-family: Fira Code, monospace;
+          font-size: 20px;
+          line-height: 24.4px;
+          font-variant-east-asian: full-width;
+      }
+  
+      .terminal-3846064726-title {
+          font-size: 18px;
+          font-weight: bold;
+          font-family: arial;
+      }
+  
+      .terminal-3846064726-r1 { fill: #e1e1e1 }
+  .terminal-3846064726-r2 { fill: #c5c8c6 }
+  .terminal-3846064726-r3 { fill: #1e1e1e }
+  .terminal-3846064726-r4 { fill: #7b3042 }
+  .terminal-3846064726-r5 { fill: #e2e2e2 }
+  .terminal-3846064726-r6 { fill: #3a7e4f }
+  .terminal-3846064726-r7 { fill: #b93c5b }
+  .terminal-3846064726-r8 { fill: #121212 }
+  .terminal-3846064726-r9 { fill: #787878 }
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+  </text><text class="terminal-3846064726-r2" x="976" y="434.8" textLength="12.2" clip-path="url(#terminal-3846064726-line-17)">
+  </text><text class="terminal-3846064726-r2" x="976" y="459.2" textLength="12.2" clip-path="url(#terminal-3846064726-line-18)">
+  </text><text class="terminal-3846064726-r2" x="976" y="483.6" textLength="12.2" clip-path="url(#terminal-3846064726-line-19)">
+  </text><text class="terminal-3846064726-r2" x="976" y="508" textLength="12.2" clip-path="url(#terminal-3846064726-line-20)">
+  </text><text class="terminal-3846064726-r2" x="976" y="532.4" textLength="12.2" clip-path="url(#terminal-3846064726-line-21)">
+  </text><text class="terminal-3846064726-r2" x="976" y="556.8" textLength="12.2" clip-path="url(#terminal-3846064726-line-22)">
+  </text>
+      </g>
+      </g>
+  </svg>
+  
+  '''
+# ---
 # name: test_key_display
   '''
   <svg class="rich-terminal" viewBox="0 0 994 635.5999999999999" xmlns="http://www.w3.org/2000/svg">
diff --git a/tests/snapshot_tests/snapshot_apps/input_validation.py b/tests/snapshot_tests/snapshot_apps/input_validation.py
new file mode 100644
index 000000000..bf3bc3762
--- /dev/null
+++ b/tests/snapshot_tests/snapshot_apps/input_validation.py
@@ -0,0 +1,45 @@
+from textual.app import App, ComposeResult
+from textual.validation import Number
+from textual.widgets import Input
+
+VALIDATORS = [
+    Number(minimum=1, maximum=5),
+]
+
+
+class InputApp(App):
+    CSS = """
+    Input.-valid {
+        border: tall $success 60%;
+    }
+    Input.-valid:focus {
+        border: tall $success;
+    }
+    Input {
+        margin: 1 2;
+    }
+    """
+
+    def compose(self) -> ComposeResult:
+        yield Input(
+            placeholder="Enter a number between 1 and 5",
+            validators=VALIDATORS,
+        )
+        yield Input(
+            placeholder="Enter a number between 1 and 5",
+            validators=VALIDATORS,
+        )
+        yield Input(
+            placeholder="Enter a number between 1 and 5",
+            validators=VALIDATORS,
+        )
+        yield Input(
+            placeholder="Enter a number between 1 and 5",
+            validators=VALIDATORS,
+        )
+
+
+app = InputApp()
+
+if __name__ == '__main__':
+    app.run()
diff --git a/tests/snapshot_tests/test_snapshots.py b/tests/snapshot_tests/test_snapshots.py
index fd22c0ca3..93b3ef37c 100644
--- a/tests/snapshot_tests/test_snapshots.py
+++ b/tests/snapshot_tests/test_snapshots.py
@@ -84,6 +84,19 @@ def test_input_and_focus(snap_compare):
     assert snap_compare(WIDGET_EXAMPLES_DIR / "input.py", press=press)
 
 
+def test_input_validation(snap_compare):
+    """Checking that invalid styling is applied. The snapshot app itself
+    also adds styling for -valid which gives a green border."""
+    press = [
+        *"-2",  # -2 is invalid, so -invalid should be applied
+        "tab",
+        "3",  # This is valid, so -valid should be applied
+        "tab",
+        *"-2",  # -2 is invalid, so -invalid should be applied (and :focus, since we stop here)
+    ]
+    assert snap_compare(SNAPSHOT_APPS_DIR / "input_validation.py", press=press)
+
+
 def test_buttons_render(snap_compare):
     # Testing button rendering. We press tab to focus the first button too.
     assert snap_compare(WIDGET_EXAMPLES_DIR / "button.py", press=["tab"])
diff --git a/tests/test_data_table.py b/tests/test_data_table.py
index a00da77af..8bb970cb9 100644
--- a/tests/test_data_table.py
+++ b/tests/test_data_table.py
@@ -1010,6 +1010,7 @@ async def test_scrolling_cursor_into_view():
         table.add_rows([(n,) for n in range(300)])
 
         await pilot.press("c")
+        await pilot.pause()
         assert table.scroll_y > 100
 
 
diff --git a/tests/test_validation.py b/tests/test_validation.py
new file mode 100644
index 000000000..7fccddfb9
--- /dev/null
+++ b/tests/test_validation.py
@@ -0,0 +1,216 @@
+from __future__ import annotations
+
+import pytest
+
+from textual.validation import (
+    URL,
+    Failure,
+    Function,
+    Integer,
+    Length,
+    Number,
+    Regex,
+    ValidationResult,
+    Validator,
+)
+
+VALIDATOR = Function(lambda value: True)
+
+
+def test_ValidationResult_merge_successes():
+    results = [ValidationResult.success(), ValidationResult.success()]
+    assert ValidationResult.merge(results) == ValidationResult.success()
+
+
+def test_ValidationResult_merge_failures():
+    failure_one = Failure(VALIDATOR, "1")
+    failure_two = Failure(VALIDATOR, "2")
+    results = [
+        ValidationResult.failure([failure_one]),
+        ValidationResult.failure([failure_two]),
+        ValidationResult.success(),
+    ]
+    expected_result = ValidationResult.failure([failure_one, failure_two])
+    assert ValidationResult.merge(results) == expected_result
+
+
+def test_ValidationResult_failure_descriptions():
+    result = ValidationResult.failure(
+        [
+            Failure(VALIDATOR, description="One"),
+            Failure(VALIDATOR, description="Two"),
+            Failure(VALIDATOR, description="Three"),
+        ],
+    )
+    assert result.failure_descriptions == ["One", "Two", "Three"]
+
+
+class ValidatorWithDescribeFailure(Validator):
+    def validate(self, value: str) -> ValidationResult:
+        return self.failure()
+
+    def describe_failure(self, failure: Failure) -> str | None:
+        return "describe_failure"
+
+
+def test_Failure_description_priorities_parameter_only():
+    number_validator = Number(failure_description="ABC")
+    non_number_value = "x"
+    result = number_validator.validate(non_number_value)
+    # The inline value takes priority over the describe_failure.
+    assert result.failures[0].description == "ABC"
+
+
+def test_Failure_description_priorities_parameter_and_describe_failure():
+    validator = ValidatorWithDescribeFailure(failure_description="ABC")
+    result = validator.validate("x")
+    # Even though the validator has a `describe_failure`, we've provided it
+    # inline and the inline value should take priority.
+    assert result.failures[0].description == "ABC"
+
+
+def test_Failure_description_priorities_describe_failure_only():
+    validator = ValidatorWithDescribeFailure()
+    result = validator.validate("x")
+    assert result.failures[0].description == "describe_failure"
+
+
+class ValidatorWithFailureMessageAndNoDescribe(Validator):
+    def validate(self, value: str) -> ValidationResult:
+        return self.failure(description="ABC")
+
+
+def test_Failure_description_parameter_and_description_inside_validate():
+    validator = ValidatorWithFailureMessageAndNoDescribe()
+    result = validator.validate("x")
+    assert result.failures[0].description == "ABC"
+
+
+class ValidatorWithFailureMessageAndDescribe(Validator):
+    def validate(self, value: str) -> ValidationResult:
+        return self.failure(value=value, description="ABC")
+
+    def describe_failure(self, failure: Failure) -> str | None:
+        return "describe_failure"
+
+
+def test_Failure_description_describe_and_description_inside_validate():
+    # This is kind of a weird case - there's no reason to supply both of
+    # these but lets still make sure we're sensible about how we handle it.
+    validator = ValidatorWithFailureMessageAndDescribe()
+    result = validator.validate("x")
+    assert result.failures == [Failure(validator, "x", "ABC")]
+
+
+@pytest.mark.parametrize(
+    "value, minimum, maximum, expected_result",
+    [
+        ("123", None, None, True),  # valid number, no range
+        ("-123", None, None, True),  # valid negative number, no range
+        ("123.45", None, None, True),  # valid float, no range
+        ("1.23e-4", None, None, True),  # valid scientific notation, no range
+        ("abc", None, None, False),  # non-numeric string, no range
+        ("123", 100, 200, True),  # valid number within range
+        ("99", 100, 200, False),  # valid number but not in range
+        ("201", 100, 200, False),  # valid number but not in range
+        ("1.23e4", 0, 50000, True),  # valid scientific notation within range
+    ],
+)
+def test_Number_validate(value, minimum, maximum, expected_result):
+    validator = Number(minimum=minimum, maximum=maximum)
+    result = validator.validate(value)
+    assert result.is_valid == expected_result
+
+
+@pytest.mark.parametrize(
+    "regex, value, expected_result",
+    [
+        (r"\d+", "123", True),  # matches regex for one or more digits
+        (r"\d+", "abc", False),  # does not match regex for one or more digits
+        (r"[a-z]+", "abc", True),  # matches regex for one or more lowercase letters
+        (
+            r"[a-z]+",
+            "ABC",
+            False,
+        ),  # does not match regex for one or more lowercase letters
+        (r"\w+", "abc123", True),  # matches regex for one or more word characters
+        (r"\w+", "!@#", False),  # does not match regex for one or more word characters
+    ],
+)
+def test_Regex_validate(regex, value, expected_result):
+    validator = Regex(regex)
+    result = validator.validate(value)
+    assert result.is_valid == expected_result
+
+
+@pytest.mark.parametrize(
+    "value, minimum, maximum, expected_result",
+    [
+        ("123", None, None, True),  # valid integer, no range
+        ("-123", None, None, True),  # valid negative integer, no range
+        ("123.45", None, None, False),  # float, not a valid integer
+        ("1.23e-4", None, None, False),  # scientific notation, not a valid integer
+        ("abc", None, None, False),  # non-numeric string, not a valid integer
+        ("123", 100, 200, True),  # valid integer within range
+        ("99", 100, 200, False),  # valid integer but not in range
+        ("201", 100, 200, False),  # valid integer but not in range
+        ("1.23e4", None, None, True),  # valid integer in scientific notation
+    ],
+)
+def test_Integer_validate(value, minimum, maximum, expected_result):
+    validator = Integer(minimum=minimum, maximum=maximum)
+    result = validator.validate(value)
+    assert result.is_valid == expected_result
+
+
+@pytest.mark.parametrize(
+    "value, min_length, max_length, expected_result",
+    [
+        ("", None, None, True),  # empty string
+        ("test", None, None, True),  # any string with no restrictions
+        ("test", 5, None, False),  # shorter than minimum length
+        ("test", None, 3, False),  # longer than maximum length
+        ("test", 4, 4, True),  # exactly matches minimum and maximum length
+        ("test", 2, 6, True),  # within length range
+    ],
+)
+def test_Length_validate(value, min_length, max_length, expected_result):
+    validator = Length(minimum=min_length, maximum=max_length)
+    result = validator.validate(value)
+    assert result.is_valid == expected_result
+
+
+@pytest.mark.parametrize(
+    "value, expected_result",
+    [
+        ("http://example.com", True),  # valid URL
+        ("https://example.com", True),  # valid URL with https
+        ("www.example.com", False),  # missing scheme
+        ("://example.com", False),  # invalid URL (no scheme)
+        ("https:///path", False),  # missing netloc
+        (
+            "redis://username:pass[word@localhost:6379/0",
+            False,
+        ),  # invalid URL characters
+        ("", False),  # empty string
+    ],
+)
+def test_URL_validate(value, expected_result):
+    validator = URL()
+    result = validator.validate(value)
+    assert result.is_valid == expected_result
+
+
+@pytest.mark.parametrize(
+    "function, failure_description, is_valid",
+    [
+        ((lambda value: True), None, True),
+        ((lambda value: False), "failure!", False),
+    ],
+)
+def test_Function_validate(function, failure_description, is_valid):
+    validator = Function(function, failure_description)
+    result = validator.validate("x")
+    assert result.is_valid is is_valid
+    if result.failure_descriptions:
+        assert result.failure_descriptions[0] == failure_description