minigpt2/lib/python3.10/site-packages/imageio/plugins/freeimage.py

# -*- coding: utf-8 -*-
# imageio is distributed under the terms of the (new) BSD License.

"""Read/Write images using FreeImage.

Backend Library: `FreeImage <https://freeimage.sourceforge.io/>`_

.. note::
    To use this plugin you have to install its backend::

        imageio_download_bin freeimage

    or you can download the backend using the function::

        imageio.plugins.freeimage.download()

Each Freeimage format has the ``flags`` keyword argument. See the `Freeimage
documentation <https://freeimage.sourceforge.io/>`_ for more information.

Parameters
----------
flags : int
    A freeimage-specific option. In most cases we provide explicit
    parameters for influencing image reading.

"""

import numpy as np

from ..core import Format, image_as_uint
from ..core.request import RETURN_BYTES
from ._freeimage import FNAME_PER_PLATFORM, IO_FLAGS, download, fi  # noqa

# todo: support files with only meta data


class FreeimageFormat(Format):
    """See :mod:`imageio.plugins.freeimage`"""

    _modes = "i"

    def __init__(self, name, description, extensions=None, modes=None, *, fif=None):
        super().__init__(name, description, extensions=extensions, modes=modes)
        self._fif = fif

    @property
    def fif(self):
        return self._fif  # Set when format is created

    def _can_read(self, request):
        # Ask freeimage if it can read it, maybe ext missing
        if fi.has_lib():
            if not hasattr(request, "_fif"):
                try:
                    request._fif = fi.getFIF(request.filename, "r", request.firstbytes)
                except Exception:  # pragma: no cover
                    request._fif = -1
            if request._fif == self.fif:
                return True
            elif request._fif == 7 and self.fif == 14:
                # PPM gets identified as PBM and PPM can read PBM
                # see: https://github.com/imageio/imageio/issues/677
                return True

    def _can_write(self, request):
        # Ask freeimage, because we are not aware of all formats
        if fi.has_lib():
            if not hasattr(request, "_fif"):
                try:
                    request._fif = fi.getFIF(request.filename, "w")
                except ValueError:  # pragma: no cover
                    if request.raw_uri == RETURN_BYTES:
                        request._fif = self.fif
                    else:
                        request._fif = -1
            if request._fif is self.fif:
                return True

    # --

    class Reader(Format.Reader):
        def _get_length(self):
            return 1

        def _open(self, flags=0):
            self._bm = fi.create_bitmap(self.request.filename, self.format.fif, flags)
            self._bm.load_from_filename(self.request.get_local_filename())

        def _close(self):
            self._bm.close()

        def _get_data(self, index):
            if index != 0:
                raise IndexError("This format only supports singleton images.")
            return self._bm.get_image_data(), self._bm.get_meta_data()

        def _get_meta_data(self, index):
            if not (index is None or index == 0):
                raise IndexError()
            return self._bm.get_meta_data()

    # --

    class Writer(Format.Writer):
        def _open(self, flags=0):
            self._flags = flags  # Store flags for later use
            self._bm = None
            self._is_set = False  # To prevent appending more than one image
            self._meta = {}

        def _close(self):
            # Set global meta data
            self._bm.set_meta_data(self._meta)
            # Write and close
            self._bm.save_to_filename(self.request.get_local_filename())
            self._bm.close()

        def _append_data(self, im, meta):
            # Check if set
            if not self._is_set:
                self._is_set = True
            else:
                raise RuntimeError(
                    "Singleton image; " "can only append image data once."
                )
            # Pop unit dimension for grayscale images
            if im.ndim == 3 and im.shape[-1] == 1:
                im = im[:, :, 0]
            # Lazy instantaion of the bitmap, we need image data
            if self._bm is None:
                self._bm = fi.create_bitmap(
                    self.request.filename, self.format.fif, self._flags
                )
                self._bm.allocate(im)
            # Set data
            self._bm.set_image_data(im)
            # There is no distinction between global and per-image meta data
            # for singleton images
            self._meta = meta

        def _set_meta_data(self, meta):
            self._meta = meta


# Special plugins

# todo: there is also FIF_LOAD_NOPIXELS,
# but perhaps that should be used with get_meta_data.


class FreeimageBmpFormat(FreeimageFormat):
    """A BMP format based on the Freeimage library.

    This format supports grayscale, RGB and RGBA images.

    The freeimage plugin requires a `freeimage` binary. If this binary
    not available on the system, it can be downloaded manually from
    <https://github.com/imageio/imageio-binaries> by either

    - the command line script ``imageio_download_bin freeimage``
    - the Python method ``imageio.plugins.freeimage.download()``

    Parameters for saving
    ---------------------
    compression : bool
        Whether to compress the bitmap using RLE when saving. Default False.
        It seems this does not always work, but who cares, you should use
        PNG anyway.

    """

    class Writer(FreeimageFormat.Writer):
        def _open(self, flags=0, compression=False):
            # Build flags from kwargs
            flags = int(flags)
            if compression:
                flags |= IO_FLAGS.BMP_SAVE_RLE
            else:
                flags |= IO_FLAGS.BMP_DEFAULT
            # Act as usual, but with modified flags
            return FreeimageFormat.Writer._open(self, flags)

        def _append_data(self, im, meta):
            im = image_as_uint(im, bitdepth=8)
            return FreeimageFormat.Writer._append_data(self, im, meta)


class FreeimagePngFormat(FreeimageFormat):
    """A PNG format based on the Freeimage library.

    This format supports grayscale, RGB and RGBA images.

    The freeimage plugin requires a `freeimage` binary. If this binary
    not available on the system, it can be downloaded manually from
    <https://github.com/imageio/imageio-binaries> by either

    - the command line script ``imageio_download_bin freeimage``
    - the Python method ``imageio.plugins.freeimage.download()``

    Parameters for reading
    ----------------------
    ignoregamma : bool
        Avoid gamma correction. Default True.

    Parameters for saving
    ---------------------
    compression : {0, 1, 6, 9}
        The compression factor. Higher factors result in more
        compression at the cost of speed. Note that PNG compression is
        always lossless. Default 9.
    quantize : int
        If specified, turn the given RGB or RGBA image in a paletted image
        for more efficient storage. The value should be between 2 and 256.
        If the value of 0 the image is not quantized.
    interlaced : bool
        Save using Adam7 interlacing. Default False.
    """

    class Reader(FreeimageFormat.Reader):
        def _open(self, flags=0, ignoregamma=True):
            # Build flags from kwargs
            flags = int(flags)
            if ignoregamma:
                flags |= IO_FLAGS.PNG_IGNOREGAMMA
            # Enter as usual, with modified flags
            return FreeimageFormat.Reader._open(self, flags)

    # --

    class Writer(FreeimageFormat.Writer):
        def _open(self, flags=0, compression=9, quantize=0, interlaced=False):
            compression_map = {
                0: IO_FLAGS.PNG_Z_NO_COMPRESSION,
                1: IO_FLAGS.PNG_Z_BEST_SPEED,
                6: IO_FLAGS.PNG_Z_DEFAULT_COMPRESSION,
                9: IO_FLAGS.PNG_Z_BEST_COMPRESSION,
            }
            # Build flags from kwargs
            flags = int(flags)
            if interlaced:
                flags |= IO_FLAGS.PNG_INTERLACED
            try:
                flags |= compression_map[compression]
            except KeyError:
                raise ValueError("Png compression must be 0, 1, 6, or 9.")
            # Act as usual, but with modified flags
            return FreeimageFormat.Writer._open(self, flags)

        def _append_data(self, im, meta):
            if str(im.dtype) == "uint16":
                im = image_as_uint(im, bitdepth=16)
            else:
                im = image_as_uint(im, bitdepth=8)
            FreeimageFormat.Writer._append_data(self, im, meta)
            # Quantize?
            q = int(self.request.kwargs.get("quantize", False))
            if not q:
                pass
            elif not (im.ndim == 3 and im.shape[-1] == 3):
                raise ValueError("Can only quantize RGB images")
            elif q < 2 or q > 256:
                raise ValueError("PNG quantize param must be 2..256")
            else:
                bm = self._bm.quantize(0, q)
                self._bm.close()
                self._bm = bm


class FreeimageJpegFormat(FreeimageFormat):
    """A JPEG format based on the Freeimage library.

    This format supports grayscale and RGB images.

    The freeimage plugin requires a `freeimage` binary. If this binary
    not available on the system, it can be downloaded manually from
    <https://github.com/imageio/imageio-binaries> by either

    - the command line script ``imageio_download_bin freeimage``
    - the Python method ``imageio.plugins.freeimage.download()``

    Parameters for reading
    ----------------------
    exifrotate : bool
        Automatically rotate the image according to the exif flag.
        Default True. If 2 is given, do the rotation in Python instead
        of freeimage.
    quickread : bool
        Read the image more quickly, at the expense of quality.
        Default False.

    Parameters for saving
    ---------------------
    quality : scalar
        The compression factor of the saved image (1..100), higher
        numbers result in higher quality but larger file size. Default 75.
    progressive : bool
        Save as a progressive JPEG file (e.g. for images on the web).
        Default False.
    optimize : bool
        On saving, compute optimal Huffman coding tables (can reduce a
        few percent of file size). Default False.
    baseline : bool
        Save basic JPEG, without metadata or any markers. Default False.

    """

    class Reader(FreeimageFormat.Reader):
        def _open(self, flags=0, exifrotate=True, quickread=False):
            # Build flags from kwargs
            flags = int(flags)
            if exifrotate and exifrotate != 2:
                flags |= IO_FLAGS.JPEG_EXIFROTATE
            if not quickread:
                flags |= IO_FLAGS.JPEG_ACCURATE
            # Enter as usual, with modified flags
            return FreeimageFormat.Reader._open(self, flags)

        def _get_data(self, index):
            im, meta = FreeimageFormat.Reader._get_data(self, index)
            im = self._rotate(im, meta)
            return im, meta

        def _rotate(self, im, meta):
            """Use Orientation information from EXIF meta data to
            orient the image correctly. Freeimage is also supposed to
            support that, and I am pretty sure it once did, but now it
            does not, so let's just do it in Python.
            Edit: and now it works again, just leave in place as a fallback.
            """
            if self.request.kwargs.get("exifrotate", None) == 2:
                try:
                    ori = meta["EXIF_MAIN"]["Orientation"]
                except KeyError:  # pragma: no cover
                    pass  # Orientation not available
                else:  # pragma: no cover - we cannot touch all cases
                    # www.impulseadventure.com/photo/exif-orientation.html
                    if ori in [1, 2]:
                        pass
                    if ori in [3, 4]:
                        im = np.rot90(im, 2)
                    if ori in [5, 6]:
                        im = np.rot90(im, 3)
                    if ori in [7, 8]:
                        im = np.rot90(im)
                    if ori in [2, 4, 5, 7]:  # Flipped cases (rare)
                        im = np.fliplr(im)
            return im

    # --

    class Writer(FreeimageFormat.Writer):
        def _open(
            self, flags=0, quality=75, progressive=False, optimize=False, baseline=False
        ):
            # Test quality
            quality = int(quality)
            if quality < 1 or quality > 100:
                raise ValueError("JPEG quality should be between 1 and 100.")
            # Build flags from kwargs
            flags = int(flags)
            flags |= quality
            if progressive:
                flags |= IO_FLAGS.JPEG_PROGRESSIVE
            if optimize:
                flags |= IO_FLAGS.JPEG_OPTIMIZE
            if baseline:
                flags |= IO_FLAGS.JPEG_BASELINE
            # Act as usual, but with modified flags
            return FreeimageFormat.Writer._open(self, flags)

        def _append_data(self, im, meta):
            if im.ndim == 3 and im.shape[-1] == 4:
                raise IOError("JPEG does not support alpha channel.")
            im = image_as_uint(im, bitdepth=8)
            return FreeimageFormat.Writer._append_data(self, im, meta)


class FreeimagePnmFormat(FreeimageFormat):
    """A PNM format based on the Freeimage library.

    This format supports single bit (PBM), grayscale (PGM) and RGB (PPM)
    images, even with ASCII or binary coding.

    The freeimage plugin requires a `freeimage` binary. If this binary
    not available on the system, it can be downloaded manually from
    <https://github.com/imageio/imageio-binaries> by either

    - the command line script ``imageio_download_bin freeimage``
    - the Python method ``imageio.plugins.freeimage.download()``

    Parameters for saving
    ---------------------
    use_ascii : bool
        Save with ASCII coding. Default True.
    """

    class Writer(FreeimageFormat.Writer):
        def _open(self, flags=0, use_ascii=True):
            # Build flags from kwargs
            flags = int(flags)
            if use_ascii:
                flags |= IO_FLAGS.PNM_SAVE_ASCII
            # Act as usual, but with modified flags
            return FreeimageFormat.Writer._open(self, flags)