# imagecodecs/numcodecs.py

# Copyright (c) 2021, Christoph Gohlke
# All rights reserved.
#
# Redistribution and use in source and binary forms, with or without
# modification, are permitted provided that the following conditions are met:
#
# 1. Redistributions of source code must retain the above copyright notice,
#    this list of conditions and the following disclaimer.
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# 2. Redistributions in binary form must reproduce the above copyright notice,
#    this list of conditions and the following disclaimer in the documentation
#    and/or other materials provided with the distribution.
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# 3. Neither the name of the copyright holder nor the names of its
#    contributors may be used to endorse or promote products derived from
#    this software without specific prior written permission.
#
# THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS "AS IS"
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# IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE
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# LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR
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# POSSIBILITY OF SUCH DAMAGE.

"""Additional numcodecs implemented using imagecodecs."""

__version__ = '2021.8.26'

__all__ = ('register_codecs',)

import numpy
from numcodecs.abc import Codec
from numcodecs.registry import register_codec, get_codec

import imagecodecs


class Aec(Codec):
    """AEC codec for numcodecs."""

    codec_id = 'imagecodecs_aec'

    def __init__(
        self, bitspersample=None, flags=None, blocksize=None, rsi=None
    ):
        self.bitspersample = bitspersample
        self.flags = flags
        self.blocksize = blocksize
        self.rsi = rsi

    def encode(self, buf):
        return imagecodecs.aec_encode(
            buf,
            bitspersample=self.bitspersample,
            flags=self.flags,
            blocksize=self.blocksize,
            rsi=self.rsi,
        )

    def decode(self, buf, out=None):
        return imagecodecs.aec_decode(
            buf,
            bitspersample=self.bitspersample,
            flags=self.flags,
            blocksize=self.blocksize,
            rsi=self.rsi,
            out=out,
        )


class Avif(Codec):
    """AVIF codec for numcodecs."""

    codec_id = 'imagecodecs_avif'

    def __init__(
        self,
        level=None,
        speed=None,
        tilelog2=None,
        bitspersample=None,
        pixelformat=None,
        maxthreads=None,
        index=None,
    ):
        self.level = level
        self.speed = speed
        self.tilelog2 = tilelog2
        self.bitspersample = bitspersample
        self.pixelformat = pixelformat
        self.maxthreads = maxthreads
        self.index = index

    def encode(self, buf):
        buf = numpy.asarray(buf)
        return imagecodecs.avif_encode(
            buf,
            level=self.level,
            speed=self.speed,
            tilelog2=self.tilelog2,
            bitspersample=self.bitspersample,
            pixelformat=self.pixelformat,
            maxthreads=self.maxthreads,
        )

    def decode(self, buf, out=None):
        return imagecodecs.avif_decode(buf, index=self.index, out=out)


class Bitorder(Codec):
    """Bitorder codec for numcodecs."""

    codec_id = 'imagecodecs_bitorder'

    def encode(self, buf):
        return imagecodecs.bitorder_encode(buf)

    def decode(self, buf, out=None):
        return imagecodecs.bitorder_decode(buf, out=out)


class Bitshuffle(Codec):
    """Bitshuffle codec for numcodecs."""

    codec_id = 'imagecodecs_bitshuffle'

    def __init__(self, itemsize=1, blocksize=0):
        self.itemsize = itemsize
        self.blocksize = blocksize

    def encode(self, buf):
        return imagecodecs.bitshuffle_encode(
            buf, itemsize=self.itemsize, blocksize=self.blocksize
        ).tobytes()

    def decode(self, buf, out=None):
        return imagecodecs.bitshuffle_decode(
            buf, itemsize=self.itemsize, blocksize=self.blocksize, out=out
        )


class Blosc(Codec):
    """Blosc codec for numcodecs."""

    codec_id = 'imagecodecs_blosc'

    def __init__(
        self,
        level=None,
        compressor=None,
        typesize=None,
        blocksize=None,
        shuffle=None,
        numthreads=1,
    ):
        self.level = level
        self.compressor = compressor
        self.typesize = typesize
        self.blocksize = blocksize
        self.shuffle = shuffle
        self.numthreads = numthreads

    def encode(self, buf):
        buf = numpy.asarray(buf)
        return imagecodecs.blosc_encode(
            buf,
            level=self.level,
            compressor=self.compressor,
            typesize=self.typesize,
            blocksize=self.blocksize,
            shuffle=self.shuffle,
            numthreads=self.numthreads,
        )

    def decode(self, buf, out=None):
        return imagecodecs.blosc_decode(
            buf, numthreads=self.numthreads, out=out
        )


class Blosc2(Codec):
    """Blosc2 codec for numcodecs."""

    codec_id = 'imagecodecs_blosc2'

    def __init__(
        self,
        level=None,
        compressor=None,
        typesize=None,
        blocksize=None,
        shuffle=None,
        numthreads=1,
    ):
        self.level = level
        self.compressor = compressor
        self.typesize = typesize
        self.blocksize = blocksize
        self.shuffle = shuffle
        self.numthreads = numthreads

    def encode(self, buf):
        buf = numpy.asarray(buf)
        return imagecodecs.blosc2_encode(
            buf,
            level=self.level,
            compressor=self.compressor,
            typesize=self.typesize,
            blocksize=self.blocksize,
            shuffle=self.shuffle,
            numthreads=self.numthreads,
        )

    def decode(self, buf, out=None):
        return imagecodecs.blosc2_decode(
            buf, numthreads=self.numthreads, out=out
        )


class Brotli(Codec):
    """Brotli codec for numcodecs."""

    codec_id = 'imagecodecs_brotli'

    def __init__(self, level=None, mode=None, lgwin=None):
        self.level = level
        self.mode = mode
        self.lgwin = lgwin

    def encode(self, buf):
        return imagecodecs.brotli_encode(
            buf, level=self.level, mode=self.mode, lgwin=self.lgwin
        )

    def decode(self, buf, out=None):
        return imagecodecs.brotli_decode(buf, out=out)


class Bz2(Codec):
    """Bz2 codec for numcodecs."""

    codec_id = 'imagecodecs_bz2'

    def __init__(self, level=None):
        self.level = level

    def encode(self, buf):
        return imagecodecs.bz2_encode(buf, level=self.level)

    def decode(self, buf, out=None):
        return imagecodecs.bz2_decode(buf, out=out)


class Deflate(Codec):
    """Deflate codec for numcodecs."""

    codec_id = 'imagecodecs_deflate'

    def __init__(self, level=None, raw=False):
        self.level = level
        self.raw = bool(raw)

    def encode(self, buf):
        return imagecodecs.deflate_encode(buf, level=self.level, raw=self.raw)

    def decode(self, buf, out=None):
        return imagecodecs.deflate_decode(buf, out=out, raw=self.raw)


class Delta(Codec):
    """Delta codec for numcodecs."""

    codec_id = 'imagecodecs_delta'

    def __init__(self, shape=None, dtype=None, axis=-1, dist=1):
        self.shape = None if shape is None else tuple(shape)
        self.dtype = None if dtype is None else numpy.dtype(dtype).str
        self.axis = axis
        self.dist = dist

    def encode(self, buf):
        if self.shape is not None or self.dtype is not None:
            buf = numpy.asarray(buf)
            assert buf.shape == self.shape
            assert buf.dtype == self.dtype
        return imagecodecs.delta_encode(
            buf, axis=self.axis, dist=self.dist
        ).tobytes()

    def decode(self, buf, out=None):
        if self.shape is not None or self.dtype is not None:
            buf = numpy.frombuffer(buf, dtype=self.dtype).reshape(*self.shape)
        return imagecodecs.delta_decode(
            buf, axis=self.axis, dist=self.dist, out=out
        )


class Float24(Codec):
    """Float24 codec for numcodecs."""

    codec_id = 'imagecodecs_float24'

    def __init__(self, byteorder=None, rounding=None):
        self.byteorder = byteorder
        self.rounding = rounding

    def encode(self, buf):
        buf = numpy.asarray(buf)
        return imagecodecs.float24_encode(
            buf, byteorder=self.byteorder, rounding=self.rounding
        )

    def decode(self, buf, out=None):
        return imagecodecs.float24_decode(
            buf, byteorder=self.byteorder, out=out
        )


class FloatPred(Codec):
    """Floating Point Predictor codec for numcodecs."""

    codec_id = 'imagecodecs_floatpred'

    def __init__(self, shape, dtype, axis=-1, dist=1):
        self.shape = tuple(shape)
        self.dtype = numpy.dtype(dtype).str
        self.axis = axis
        self.dist = dist

    def encode(self, buf):
        buf = numpy.asarray(buf)
        assert buf.shape == self.shape
        assert buf.dtype == self.dtype
        return imagecodecs.floatpred_encode(
            buf, axis=self.axis, dist=self.dist
        ).tobytes()

    def decode(self, buf, out=None):
        if not isinstance(buf, numpy.ndarray):
            buf = numpy.frombuffer(buf, dtype=self.dtype).reshape(*self.shape)
        return imagecodecs.floatpred_decode(
            buf, axis=self.axis, dist=self.dist, out=out
        )


class Gif(Codec):
    """GIF codec for numcodecs."""

    codec_id = 'imagecodecs_gif'

    def encode(self, buf):
        buf = numpy.asarray(buf)
        return imagecodecs.gif_encode(buf)

    def decode(self, buf, out=None):
        return imagecodecs.gif_decode(buf, asrgb=False, out=out)


class Jpeg(Codec):
    """JPEG codec for numcodecs."""

    codec_id = 'imagecodecs_jpeg'

    def __init__(
        self,
        bitspersample=None,
        tables=None,
        header=None,
        colorspace_data=None,
        colorspace_jpeg=None,
        level=None,
        subsampling=None,
        optimize=None,
        smoothing=None,
    ):
        self.tables = tables
        self.header = header
        self.bitspersample = bitspersample
        self.colorspace_data = colorspace_data
        self.colorspace_jpeg = colorspace_jpeg
        self.level = level
        self.subsampling = subsampling
        self.optimize = optimize
        self.smoothing = smoothing

    def encode(self, buf):
        buf = numpy.asarray(buf)
        return imagecodecs.jpeg_encode(
            buf,
            level=self.level,
            colorspace=self.colorspace_data,
            outcolorspace=self.colorspace_jpeg,
            subsampling=self.subsampling,
            optimize=self.optimize,
            smoothing=self.smoothing,
        )

    def decode(self, buf, out=None):
        return imagecodecs.jpeg_decode(
            buf,
            bitspersample=self.bitspersample,
            tables=self.tables,
            header=self.header,
            colorspace=self.colorspace_jpeg,
            outcolorspace=self.colorspace_data,
            out=out,
        )

    def get_config(self):
        """Return dictionary holding configuration parameters."""
        config = dict(id=self.codec_id)
        for key in self.__dict__:
            if not key.startswith('_'):
                value = getattr(self, key)
                if value is not None and key in ('header', 'tables'):
                    import base64

                    value = base64.b64encode(value.decode())
                config[key] = value
        return config

    @classmethod
    def from_config(cls, config):
        """Instantiate codec from configuration object."""
        for key in ('header', 'tables'):
            value = config.get(key, None)
            if value is not None and isinstance(value, str):
                import base64

                config[key] = base64.b64decode(value.encode())
        return cls(**config)


class Jpeg2k(Codec):
    """JPEG 2000 codec for numcodecs."""

    codec_id = 'imagecodecs_jpeg2k'

    def __init__(
        self,
        level=None,
        codecformat=None,
        colorspace=None,
        tile=None,
        reversible=None,
        verbose=0,
    ):
        self.level = level
        self.codecformat = codecformat
        self.colorspace = colorspace
        self.tile = None if tile is None else tuple(tile)
        self.reversible = reversible
        self.verbose = verbose

    def encode(self, buf):
        buf = numpy.asarray(buf)
        return imagecodecs.jpeg2k_encode(
            buf,
            level=self.level,
            codecformat=self.codecformat,
            colorspace=self.colorspace,
            tile=self.tile,
            reversible=self.reversible,
            verbose=self.verbose,
        )

    def decode(self, buf, out=None):
        return imagecodecs.jpeg2k_decode(buf, verbose=self.verbose, out=out)


class JpegLs(Codec):
    """JPEG LS codec for numcodecs."""

    codec_id = 'imagecodecs_jpegls'

    def __init__(self, level=None):
        self.level = level

    def encode(self, buf):
        buf = numpy.asarray(buf)
        return imagecodecs.jpegls_encode(buf, level=self.level)

    def decode(self, buf, out=None):
        return imagecodecs.jpegls_decode(buf, out=out)


class JpegXl(Codec):
    """JPEG XL codec for numcodecs."""

    codec_id = 'imagecodecs_jpegxl'

    def __init__(
        self,
        # encode
        level=None,
        effort=None,
        distance=None,
        photometric=None,
        usecontainer=None,
        # decode
        index=None,
        keeporientation=None,
        # both
        numthreads=None,
    ):
        self.level = level
        self.effort = effort
        self.distance = distance
        self.photometric = photometric
        self.usecontainer = usecontainer
        self.index = index
        self.keeporientation = keeporientation
        self.numthreads = numthreads

    def encode(self, buf):
        buf = numpy.asarray(buf)
        return imagecodecs.jpegxl_encode(
            buf,
            level=self.level,
            effort=self.effort,
            distance=self.distance,
            photometric=self.photometric,
            usecontainer=self.usecontainer,
            numthreads=self.numthreads,
        )

    def decode(self, buf, out=None):
        return imagecodecs.jpegxl_decode(
            buf,
            index=self.index,
            keeporientation=self.keeporientation,
            numthreads=self.numthreads,
            out=out,
        )


class JpegXr(Codec):
    """JPEG XR codec for numcodecs."""

    codec_id = 'imagecodecs_jpegxr'

    def __init__(
        self,
        level=None,
        photometric=None,
        hasalpha=None,
        resolution=None,
        fp2int=None,
    ):
        self.level = level
        self.photometric = photometric
        self.hasalpha = hasalpha
        self.resolution = resolution
        self.fp2int = fp2int

    def encode(self, buf):
        buf = numpy.asarray(buf)
        return imagecodecs.jpegxr_encode(
            buf,
            level=self.level,
            photometric=self.photometric,
            hasalpha=self.hasalpha,
            resolution=self.resolution,
        )

    def decode(self, buf, out=None):
        return imagecodecs.jpegxr_decode(buf, fp2int=self.fp2int, out=out)


class Lerc(Codec):
    """LERC codec for numcodecs."""

    codec_id = 'imagecodecs_lerc'

    def __init__(self, level=None, version=None, planarconfig=None):
        self.level = level
        self.version = version
        self.planarconfig = planarconfig
        # TODO: support mask?
        # self.mask = None

    def encode(self, buf):
        buf = numpy.asarray(buf)
        return imagecodecs.lerc_encode(
            buf,
            level=self.level,
            version=self.version,
            planarconfig=self.planarconfig,
        )

    def decode(self, buf, out=None):
        return imagecodecs.lerc_decode(buf, out=out)


class Ljpeg(Codec):
    """LJPEG codec for numcodecs."""

    codec_id = 'imagecodecs_ljpeg'

    def __init__(self, bitspersample=None):
        self.bitspersample = bitspersample

    def encode(self, buf):
        buf = numpy.asarray(buf)
        return imagecodecs.ljpeg_encode(buf, bitspersample=self.bitspersample)

    def decode(self, buf, out=None):
        return imagecodecs.ljpeg_decode(buf, out=out)


class Lz4(Codec):
    """LZ4 codec for numcodecs."""

    codec_id = 'imagecodecs_lz4'

    def __init__(self, level=None, hc=False, header=True):
        self.level = level
        self.hc = hc
        self.header = bool(header)

    def encode(self, buf):
        return imagecodecs.lz4_encode(
            buf, level=self.level, hc=self.hc, header=self.header
        )

    def decode(self, buf, out=None):
        return imagecodecs.lz4_decode(buf, header=self.header, out=out)


class Lz4f(Codec):
    """LZ4F codec for numcodecs."""

    codec_id = 'imagecodecs_lz4f'

    def __init__(
        self,
        level=None,
        blocksizeid=False,
        contentchecksum=None,
        blockchecksum=None,
    ):
        self.level = level
        self.blocksizeid = blocksizeid
        self.contentchecksum = contentchecksum
        self.blockchecksum = blockchecksum

    def encode(self, buf):
        return imagecodecs.lz4f_encode(
            buf,
            level=self.level,
            blocksizeid=self.blocksizeid,
            contentchecksum=self.contentchecksum,
            blockchecksum=self.blockchecksum,
        )

    def decode(self, buf, out=None):
        return imagecodecs.lz4f_decode(buf, out=out)


class Lzf(Codec):
    """LZF codec for numcodecs."""

    codec_id = 'imagecodecs_lzf'

    def __init__(self, header=True):
        self.header = bool(header)

    def encode(self, buf):
        return imagecodecs.lzf_encode(buf, header=self.header)

    def decode(self, buf, out=None):
        return imagecodecs.lzf_decode(buf, header=self.header, out=out)


class Lzma(Codec):
    """LZMA codec for numcodecs."""

    codec_id = 'imagecodecs_lzma'

    def __init__(self, level=None):
        self.level = level

    def encode(self, buf):
        return imagecodecs.lzma_encode(buf, level=self.level)

    def decode(self, buf, out=None):
        return imagecodecs.lzma_decode(buf, out=out)


class Lzw(Codec):
    """LZW codec for numcodecs."""

    codec_id = 'imagecodecs_lzw'

    def encode(self, buf):
        # TODO: not implemented
        return imagecodecs.lzw_encode(buf)

    def decode(self, buf, out=None):
        return imagecodecs.lzw_decode(buf, out=out)


class PackBits(Codec):
    """PackBits codec for numcodecs."""

    codec_id = 'imagecodecs_packbits'

    def __init__(self, axis=None):
        self.axis = axis

    def encode(self, buf):
        if not isinstance(buf, (bytes, bytearray)):
            buf = numpy.asarray(buf)
        return imagecodecs.packbits_encode(buf, axis=self.axis)

    def decode(self, buf, out=None):
        return imagecodecs.packbits_decode(buf, out=out)


class Pglz(Codec):
    """PGLZ codec for numcodecs."""

    codec_id = 'imagecodecs_pglz'

    def __init__(self, header=True, strategy=None):
        self.header = bool(header)
        self.strategy = strategy

    def encode(self, buf):
        return imagecodecs.pglz_encode(
            buf, strategy=self.strategy, header=self.header
        )

    def decode(self, buf, out=None):
        return imagecodecs.pglz_decode(buf, header=self.header, out=out)


class Png(Codec):
    """PNG codec for numcodecs."""

    codec_id = 'imagecodecs_png'

    def __init__(self, level=None):
        self.level = level

    def encode(self, buf):
        buf = numpy.asarray(buf)
        return imagecodecs.png_encode(buf, level=self.level)

    def decode(self, buf, out=None):
        return imagecodecs.png_decode(buf, out=out)


class Rcomp(Codec):
    """Rcomp codec for numcodecs."""

    codec_id = 'imagecodecs_rcomp'

    def __init__(self, shape, dtype, nblock=None):
        self.shape = tuple(shape)
        self.dtype = numpy.dtype(dtype).str
        self.nblock = nblock

    def encode(self, buf):
        return imagecodecs.rcomp_encode(buf, nblock=self.nblock)

    def decode(self, buf, out=None):
        return imagecodecs.rcomp_decode(
            buf,
            shape=self.shape,
            dtype=self.dtype,
            nblock=self.nblock,
            out=out,
        )


class Snappy(Codec):
    """Snappy codec for numcodecs."""

    codec_id = 'imagecodecs_snappy'

    def encode(self, buf):
        return imagecodecs.snappy_encode(buf)

    def decode(self, buf, out=None):
        return imagecodecs.snappy_decode(buf, out=out)


class Tiff(Codec):
    """TIFF codec for numcodecs."""

    codec_id = 'imagecodecs_tiff'

    def __init__(self, index=None, asrgb=None, verbose=0):
        self.index = index
        self.asrgb = bool(asrgb)
        self.verbose = verbose

    def encode(self, buf):
        # TODO: not implemented
        buf = numpy.asarray(buf)
        return imagecodecs.tiff_encode(buf)

    def decode(self, buf, out=None):
        return imagecodecs.tiff_decode(
            buf,
            index=self.index,
            asrgb=self.asrgb,
            verbose=self.verbose,
            out=out,
        )


class Webp(Codec):
    """WebP codec for numcodecs."""

    codec_id = 'imagecodecs_webp'

    def __init__(self, level=None):
        self.level = level

    def encode(self, buf):
        buf = numpy.asarray(buf)
        return imagecodecs.webp_encode(buf, level=self.level)

    def decode(self, buf, out=None):
        return imagecodecs.webp_decode(buf, out=out)


class Xor(Codec):
    """XOR codec for numcodecs."""

    codec_id = 'imagecodecs_xor'

    def __init__(self, shape=None, dtype=None, axis=-1):
        self.shape = None if shape is None else tuple(shape)
        self.dtype = None if dtype is None else numpy.dtype(dtype).str
        self.axis = axis

    def encode(self, buf):
        if self.shape is not None or self.dtype is not None:
            buf = numpy.asarray(buf)
            assert buf.shape == self.shape
            assert buf.dtype == self.dtype
        return imagecodecs.xor_encode(buf, axis=self.axis).tobytes()

    def decode(self, buf, out=None):
        if self.shape is not None or self.dtype is not None:
            buf = numpy.frombuffer(buf, dtype=self.dtype).reshape(*self.shape)
        return imagecodecs.xor_decode(buf, axis=self.axis, out=out)


class Zfp(Codec):
    """ZFP codec for numcodecs."""

    codec_id = 'imagecodecs_zfp'

    def __init__(
        self,
        shape=None,
        dtype=None,
        strides=None,
        level=None,
        mode=None,
        execution=None,
        header=True,
    ):
        if header:
            self.shape = None
            self.dtype = None
            self.strides = None
        else:
            if shape is None or dtype is None:
                raise ValueError('invalid shape and dtype')
            self.shape = tuple(shape)
            self.dtype = numpy.dtype(dtype).str
            self.strides = None if strides is None else tuple(strides)
        self.level = level
        self.mode = mode
        self.execution = execution
        self.header = bool(header)

    def encode(self, buf):
        buf = numpy.asarray(buf)
        if not self.header:
            assert buf.shape == self.shape
            assert buf.dtype == self.dtype
        return imagecodecs.zfp_encode(
            buf,
            level=self.level,
            mode=self.mode,
            execution=self.execution,
            header=self.header,
        )

    def decode(self, buf, out=None):
        if self.header:
            return imagecodecs.zfp_decode(buf, out=out)
        return imagecodecs.zfp_decode(
            buf,
            shape=self.shape,
            dtype=numpy.dtype(self.dtype),
            strides=self.strides,
            out=out,
        )


class Zlib(Codec):
    """Zlib codec for numcodecs."""

    codec_id = 'imagecodecs_zlib'

    def __init__(self, level=None):
        self.level = level

    def encode(self, buf):
        return imagecodecs.zlib_encode(buf, level=self.level)

    def decode(self, buf, out=None):
        return imagecodecs.zlib_decode(buf, out=out)


class Zlibng(Codec):
    """Zlibng codec for numcodecs."""

    codec_id = 'imagecodecs_zlibng'

    def __init__(self, level=None):
        self.level = level

    def encode(self, buf):
        return imagecodecs.zlibng_encode(buf, level=self.level)

    def decode(self, buf, out=None):
        return imagecodecs.zlibng_decode(buf, out=out)


class Zopfli(Codec):
    """Zopfli codec for numcodecs."""

    codec_id = 'imagecodecs_zopfli'

    def encode(self, buf):
        return imagecodecs.zopfli_encode(buf)

    def decode(self, buf, out=None):
        return imagecodecs.zopfli_decode(buf, out=out)


class Zstd(Codec):
    """ZStandard codec for numcodecs."""

    codec_id = 'imagecodecs_zstd'

    def __init__(self, level=None):
        self.level = level

    def encode(self, buf):
        return imagecodecs.zstd_encode(buf, level=self.level)

    def decode(self, buf, out=None):
        return imagecodecs.zstd_decode(buf, out=out)


def register_codecs(codecs=None, force=False, verbose=True):
    """Register codecs in this module with numcodecs."""
    for name, cls in globals().items():
        if not hasattr(cls, 'codec_id') or name == 'Codec':
            continue
        if codecs is not None and cls.codec_id not in codecs:
            continue
        try:
            try:
                get_codec({'id': cls.codec_id})
            except TypeError:
                # registered, but failed
                pass
        except ValueError:
            # not registered yet
            pass
        else:
            if not force:
                if verbose:
                    log_warning(
                        f'numcodec {cls.codec_id!r} already registered'
                    )
                continue
            if verbose:
                log_warning(f'replacing registered numcodec {cls.codec_id!r}')
        register_codec(cls)


def log_warning(msg, *args, **kwargs):
    """Log message with level WARNING."""
    import logging

    logging.getLogger(__name__).warning(msg, *args, **kwargs)