__  __    __   __  _____      _            _          _____ _          _ _ 
 |  \/  |   \ \ / / |  __ \    (_)          | |        / ____| |        | | |
 | \  / |_ __\ V /  | |__) | __ ___   ____ _| |_ ___  | (___ | |__   ___| | |
 | |\/| | '__|> <   |  ___/ '__| \ \ / / _` | __/ _ \  \___ \| '_ \ / _ \ | |
 | |  | | |_ / . \  | |   | |  | |\ V / (_| | ||  __/  ____) | | | |  __/ | |
 |_|  |_|_(_)_/ \_\ |_|   |_|  |_| \_/ \__,_|\__\___| |_____/|_| |_|\___V 2.1
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#
# The Python Imaging Library
# $Id$
#
# a simple math add-on for the Python Imaging Library
#
# History:
# 1999-02-15 fl   Original PIL Plus release
# 2005-05-05 fl   Simplified and cleaned up for PIL 1.1.6
# 2005-09-12 fl   Fixed int() and float() for Python 2.4.1
#
# Copyright (c) 1999-2005 by Secret Labs AB
# Copyright (c) 2005 by Fredrik Lundh
#
# See the README file for information on usage and redistribution.
#
from __future__ import annotations

import builtins
from types import CodeType
from typing import Any, Callable

from . import Image, _imagingmath
from ._deprecate import deprecate


class _Operand:
    """Wraps an image operand, providing standard operators"""

    def __init__(self, im: Image.Image):
        self.im = im

    def __fixup(self, im1: _Operand | float) -> Image.Image:
        # convert image to suitable mode
        if isinstance(im1, _Operand):
            # argument was an image.
            if im1.im.mode in ("1", "L"):
                return im1.im.convert("I")
            elif im1.im.mode in ("I", "F"):
                return im1.im
            else:
                msg = f"unsupported mode: {im1.im.mode}"
                raise ValueError(msg)
        else:
            # argument was a constant
            if isinstance(im1, (int, float)) and self.im.mode in ("1", "L", "I"):
                return Image.new("I", self.im.size, im1)
            else:
                return Image.new("F", self.im.size, im1)

    def apply(
        self,
        op: str,
        im1: _Operand | float,
        im2: _Operand | float | None = None,
        mode: str | None = None,
    ) -> _Operand:
        im_1 = self.__fixup(im1)
        if im2 is None:
            # unary operation
            out = Image.new(mode or im_1.mode, im_1.size, None)
            try:
                op = getattr(_imagingmath, f"{op}_{im_1.mode}")
            except AttributeError as e:
                msg = f"bad operand type for '{op}'"
                raise TypeError(msg) from e
            _imagingmath.unop(op, out.getim(), im_1.getim())
        else:
            # binary operation
            im_2 = self.__fixup(im2)
            if im_1.mode != im_2.mode:
                # convert both arguments to floating point
                if im_1.mode != "F":
                    im_1 = im_1.convert("F")
                if im_2.mode != "F":
                    im_2 = im_2.convert("F")
            if im_1.size != im_2.size:
                # crop both arguments to a common size
                size = (
                    min(im_1.size[0], im_2.size[0]),
                    min(im_1.size[1], im_2.size[1]),
                )
                if im_1.size != size:
                    im_1 = im_1.crop((0, 0) + size)
                if im_2.size != size:
                    im_2 = im_2.crop((0, 0) + size)
            out = Image.new(mode or im_1.mode, im_1.size, None)
            try:
                op = getattr(_imagingmath, f"{op}_{im_1.mode}")
            except AttributeError as e:
                msg = f"bad operand type for '{op}'"
                raise TypeError(msg) from e
            _imagingmath.binop(op, out.getim(), im_1.getim(), im_2.getim())
        return _Operand(out)

    # unary operators
    def __bool__(self) -> bool:
        # an image is "true" if it contains at least one non-zero pixel
        return self.im.getbbox() is not None

    def __abs__(self) -> _Operand:
        return self.apply("abs", self)

    def __pos__(self) -> _Operand:
        return self

    def __neg__(self) -> _Operand:
        return self.apply("neg", self)

    # binary operators
    def __add__(self, other: _Operand | float) -> _Operand:
        return self.apply("add", self, other)

    def __radd__(self, other: _Operand | float) -> _Operand:
        return self.apply("add", other, self)

    def __sub__(self, other: _Operand | float) -> _Operand:
        return self.apply("sub", self, other)

    def __rsub__(self, other: _Operand | float) -> _Operand:
        return self.apply("sub", other, self)

    def __mul__(self, other: _Operand | float) -> _Operand:
        return self.apply("mul", self, other)

    def __rmul__(self, other: _Operand | float) -> _Operand:
        return self.apply("mul", other, self)

    def __truediv__(self, other: _Operand | float) -> _Operand:
        return self.apply("div", self, other)

    def __rtruediv__(self, other: _Operand | float) -> _Operand:
        return self.apply("div", other, self)

    def __mod__(self, other: _Operand | float) -> _Operand:
        return self.apply("mod", self, other)

    def __rmod__(self, other: _Operand | float) -> _Operand:
        return self.apply("mod", other, self)

    def __pow__(self, other: _Operand | float) -> _Operand:
        return self.apply("pow", self, other)

    def __rpow__(self, other: _Operand | float) -> _Operand:
        return self.apply("pow", other, self)

    # bitwise
    def __invert__(self) -> _Operand:
        return self.apply("invert", self)

    def __and__(self, other: _Operand | float) -> _Operand:
        return self.apply("and", self, other)

    def __rand__(self, other: _Operand | float) -> _Operand:
        return self.apply("and", other, self)

    def __or__(self, other: _Operand | float) -> _Operand:
        return self.apply("or", self, other)

    def __ror__(self, other: _Operand | float) -> _Operand:
        return self.apply("or", other, self)

    def __xor__(self, other: _Operand | float) -> _Operand:
        return self.apply("xor", self, other)

    def __rxor__(self, other: _Operand | float) -> _Operand:
        return self.apply("xor", other, self)

    def __lshift__(self, other: _Operand | float) -> _Operand:
        return self.apply("lshift", self, other)

    def __rshift__(self, other: _Operand | float) -> _Operand:
        return self.apply("rshift", self, other)

    # logical
    def __eq__(self, other: _Operand | float) -> _Operand:  # type: ignore[override]
        return self.apply("eq", self, other)

    def __ne__(self, other: _Operand | float) -> _Operand:  # type: ignore[override]
        return self.apply("ne", self, other)

    def __lt__(self, other: _Operand | float) -> _Operand:
        return self.apply("lt", self, other)

    def __le__(self, other: _Operand | float) -> _Operand:
        return self.apply("le", self, other)

    def __gt__(self, other: _Operand | float) -> _Operand:
        return self.apply("gt", self, other)

    def __ge__(self, other: _Operand | float) -> _Operand:
        return self.apply("ge", self, other)


# conversions
def imagemath_int(self: _Operand) -> _Operand:
    return _Operand(self.im.convert("I"))


def imagemath_float(self: _Operand) -> _Operand:
    return _Operand(self.im.convert("F"))


# logical
def imagemath_equal(self: _Operand, other: _Operand | float | None) -> _Operand:
    return self.apply("eq", self, other, mode="I")


def imagemath_notequal(self: _Operand, other: _Operand | float | None) -> _Operand:
    return self.apply("ne", self, other, mode="I")


def imagemath_min(self: _Operand, other: _Operand | float | None) -> _Operand:
    return self.apply("min", self, other)


def imagemath_max(self: _Operand, other: _Operand | float | None) -> _Operand:
    return self.apply("max", self, other)


def imagemath_convert(self: _Operand, mode: str) -> _Operand:
    return _Operand(self.im.convert(mode))


ops = {
    "int": imagemath_int,
    "float": imagemath_float,
    "equal": imagemath_equal,
    "notequal": imagemath_notequal,
    "min": imagemath_min,
    "max": imagemath_max,
    "convert": imagemath_convert,
}


def lambda_eval(
    expression: Callable[[dict[str, Any]], Any],
    options: dict[str, Any] = {},
    **kw: Any,
) -> Any:
    """
    Returns the result of an image function.

    :py:mod:`~PIL.ImageMath` only supports single-layer images. To process multi-band
    images, use the :py:meth:`~PIL.Image.Image.split` method or
    :py:func:`~PIL.Image.merge` function.

    :param expression: A function that receives a dictionary.
    :param options: Values to add to the function's dictionary. Deprecated.
                    You can instead use one or more keyword arguments.
    :param **kw: Values to add to the function's dictionary.
    :return: The expression result. This is usually an image object, but can
             also be an integer, a floating point value, or a pixel tuple,
             depending on the expression.
    """

    if options:
        deprecate(
            "ImageMath.lambda_eval options",
            12,
            "ImageMath.lambda_eval keyword arguments",
        )

    args: dict[str, Any] = ops.copy()
    args.update(options)
    args.update(kw)
    for k, v in args.items():
        if isinstance(v, Image.Image):
            args[k] = _Operand(v)

    out = expression(args)
    try:
        return out.im
    except AttributeError:
        return out


def unsafe_eval(
    expression: str,
    options: dict[str, Any] = {},
    **kw: Any,
) -> Any:
    """
    Evaluates an image expression. This uses Python's ``eval()`` function to process
    the expression string, and carries the security risks of doing so. It is not
    recommended to process expressions without considering this.
    :py:meth:`~lambda_eval` is a more secure alternative.

    :py:mod:`~PIL.ImageMath` only supports single-layer images. To process multi-band
    images, use the :py:meth:`~PIL.Image.Image.split` method or
    :py:func:`~PIL.Image.merge` function.

    :param expression: A string containing a Python-style expression.
    :param options: Values to add to the evaluation context. Deprecated.
                    You can instead use one or more keyword arguments.
    :param **kw: Values to add to the evaluation context.
    :return: The evaluated expression. This is usually an image object, but can
             also be an integer, a floating point value, or a pixel tuple,
             depending on the expression.
    """

    if options:
        deprecate(
            "ImageMath.unsafe_eval options",
            12,
            "ImageMath.unsafe_eval keyword arguments",
        )

    # build execution namespace
    args: dict[str, Any] = ops.copy()
    for k in list(options.keys()) + list(kw.keys()):
        if "__" in k or hasattr(builtins, k):
            msg = f"'{k}' not allowed"
            raise ValueError(msg)

    args.update(options)
    args.update(kw)
    for k, v in args.items():
        if isinstance(v, Image.Image):
            args[k] = _Operand(v)

    compiled_code = compile(expression, "<string>", "eval")

    def scan(code: CodeType) -> None:
        for const in code.co_consts:
            if type(const) is type(compiled_code):
                scan(const)

        for name in code.co_names:
            if name not in args and name != "abs":
                msg = f"'{name}' not allowed"
                raise ValueError(msg)

    scan(compiled_code)
    out = builtins.eval(expression, {"__builtins": {"abs": abs}}, args)
    try:
        return out.im
    except AttributeError:
        return out


def eval(
    expression: str,
    _dict: dict[str, Any] = {},
    **kw: Any,
) -> Any:
    """
    Evaluates an image expression.

    Deprecated. Use lambda_eval() or unsafe_eval() instead.

    :param expression: A string containing a Python-style expression.
    :param _dict: Values to add to the evaluation context.  You
                  can either use a dictionary, or one or more keyword
                  arguments.
    :return: The evaluated expression. This is usually an image object, but can
             also be an integer, a floating point value, or a pixel tuple,
             depending on the expression.

    ..  deprecated:: 10.3.0
    """

    deprecate(
        "ImageMath.eval",
        12,
        "ImageMath.lambda_eval or ImageMath.unsafe_eval",
    )
    return unsafe_eval(expression, _dict, **kw)

Filemanager

Name Type Size Permission Actions
__pycache__ Folder 0755
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BlpImagePlugin.py File 16.29 KB 0644
BmpImagePlugin.py File 19.29 KB 0644
BufrStubImagePlugin.py File 1.71 KB 0644
ContainerIO.py File 4.5 KB 0644
CurImagePlugin.py File 1.75 KB 0644
DcxImagePlugin.py File 1.99 KB 0644
DdsImagePlugin.py File 16.54 KB 0644
EpsImagePlugin.py File 15.98 KB 0644
ExifTags.py File 9.7 KB 0644
FitsImagePlugin.py File 4.53 KB 0644
FliImagePlugin.py File 4.57 KB 0644
FontFile.py File 3.49 KB 0644
FpxImagePlugin.py File 7.12 KB 0644
FtexImagePlugin.py File 3.44 KB 0644
GbrImagePlugin.py File 2.94 KB 0644
GdImageFile.py File 2.74 KB 0644
GifImagePlugin.py File 40.48 KB 0644
GimpGradientFile.py File 3.81 KB 0644
GimpPaletteFile.py File 1.39 KB 0644
GribStubImagePlugin.py File 1.71 KB 0644
Hdf5StubImagePlugin.py File 1.71 KB 0644
IcnsImagePlugin.py File 12.65 KB 0644
IcoImagePlugin.py File 12.18 KB 0644
ImImagePlugin.py File 11.17 KB 0644
Image.py File 142.7 KB 0644
ImageChops.py File 7.76 KB 0644
ImageCms.py File 41.03 KB 0644
ImageColor.py File 9.22 KB 0644
ImageDraw.py File 41.28 KB 0644
ImageDraw2.py File 7.06 KB 0644
ImageEnhance.py File 3.54 KB 0644
ImageFile.py File 25.51 KB 0644
ImageFilter.py File 18.27 KB 0644
ImageFont.py File 62.75 KB 0644
ImageGrab.py File 5.86 KB 0644
ImageMath.py File 11.66 KB 0644
ImageMode.py File 2.62 KB 0644
ImageMorph.py File 8.36 KB 0644
ImageOps.py File 24.5 KB 0644
ImagePalette.py File 8.79 KB 0644
ImagePath.py File 371 B 0644
ImageQt.py File 6.67 KB 0644
ImageSequence.py File 2.15 KB 0644
ImageShow.py File 9.76 KB 0644
ImageStat.py File 5.2 KB 0644
ImageTransform.py File 3.79 KB 0644
ImageWin.py File 7.9 KB 0644
ImtImagePlugin.py File 2.6 KB 0644
IptcImagePlugin.py File 6.51 KB 0644
Jpeg2KImagePlugin.py File 13.56 KB 0644
JpegImagePlugin.py File 31.05 KB 0644
JpegPresets.py File 12.09 KB 0644
McIdasImagePlugin.py File 1.89 KB 0644
MicImagePlugin.py File 2.62 KB 0644
MpegImagePlugin.py File 2.05 KB 0644
MpoImagePlugin.py File 6.07 KB 0644
MspImagePlugin.py File 5.74 KB 0644
PSDraw.py File 6.75 KB 0644
PaletteFile.py File 1.18 KB 0644
PalmImagePlugin.py File 9.13 KB 0644
PcdImagePlugin.py File 1.55 KB 0644
PcfFontFile.py File 6.98 KB 0644
PcxImagePlugin.py File 6.1 KB 0644
PdfImagePlugin.py File 9.13 KB 0644
PdfParser.py File 37.09 KB 0644
PixarImagePlugin.py File 1.71 KB 0644
PngImagePlugin.py File 49.67 KB 0644
PpmImagePlugin.py File 12.06 KB 0644
PsdImagePlugin.py File 8.42 KB 0644
QoiImagePlugin.py File 4.08 KB 0644
SgiImagePlugin.py File 6.57 KB 0644
SpiderImagePlugin.py File 9.9 KB 0644
SunImagePlugin.py File 4.48 KB 0644
TarIO.py File 1.34 KB 0644
TgaImagePlugin.py File 6.82 KB 0644
TiffImagePlugin.py File 81.44 KB 0644
TiffTags.py File 16.68 KB 0644
WalImageFile.py File 5.57 KB 0644
WebPImagePlugin.py File 9.83 KB 0644
WmfImagePlugin.py File 5.02 KB 0644
XVThumbImagePlugin.py File 2.06 KB 0644
XbmImagePlugin.py File 2.6 KB 0644
XpmImagePlugin.py File 3.15 KB 0644
__init__.py File 1.96 KB 0644
__main__.py File 133 B 0644
_binary.py File 2.49 KB 0644
_deprecate.py File 1.89 KB 0644
_imaging.cpython-313-x86_64-linux-gnu.so File 750.65 KB 0644
_imaging.pyi File 868 B 0644
_imagingcms.cpython-313-x86_64-linux-gnu.so File 41.73 KB 0644
_imagingcms.pyi File 4.29 KB 0644
_imagingft.cpython-313-x86_64-linux-gnu.so File 45.63 KB 0644
_imagingft.pyi File 1.75 KB 0644
_imagingmath.cpython-313-x86_64-linux-gnu.so File 34.48 KB 0644
_imagingmath.pyi File 63 B 0644
_imagingmorph.cpython-313-x86_64-linux-gnu.so File 14.48 KB 0644
_imagingmorph.pyi File 63 B 0644
_imagingtk.pyi File 63 B 0644
_tkinter_finder.py File 540 B 0644
_typing.py File 1.21 KB 0644
_util.py File 635 B 0644
_version.py File 87 B 0644
_webp.cpython-313-x86_64-linux-gnu.so File 23.97 KB 0644
_webp.pyi File 63 B 0644
features.py File 11 KB 0644
py.typed File 0 B 0644
report.py File 100 B 0644
Filemanager