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+#
+# The Python Imaging Library.
+# $Id: Image.py 2933 2006-12-03 12:08:22Z fredrik $
+#
+# the Image class wrapper
+#
+# partial release history:
+# 1995-09-09 fl Created
+# 1996-03-11 fl PIL release 0.0 (proof of concept)
+# 1996-04-30 fl PIL release 0.1b1
+# 1999-07-28 fl PIL release 1.0 final
+# 2000-06-07 fl PIL release 1.1
+# 2000-10-20 fl PIL release 1.1.1
+# 2001-05-07 fl PIL release 1.1.2
+# 2002-03-15 fl PIL release 1.1.3
+# 2003-05-10 fl PIL release 1.1.4
+# 2005-03-28 fl PIL release 1.1.5
+# 2006-12-02 fl PIL release 1.1.6
+#
+# Copyright (c) 1997-2006 by Secret Labs AB. All rights reserved.
+# Copyright (c) 1995-2006 by Fredrik Lundh.
+#
+# See the README file for information on usage and redistribution.
+#
+
+VERSION = "1.1.6"
+
+try:
+ import warnings
+except ImportError:
+ warnings = None
+
+class _imaging_not_installed:
+ # module placeholder
+ def __getattr__(self, id):
+ raise ImportError("The _imaging C module is not installed")
+
+try:
+ # give Tk a chance to set up the environment, in case we're
+ # using an _imaging module linked against libtcl/libtk (use
+ # __import__ to hide this from naive packagers; we don't really
+ # depend on Tk unless ImageTk is used, and that module already
+ # imports Tkinter)
+ __import__("FixTk")
+except ImportError:
+ pass
+
+try:
+ # If the _imaging C module is not present, you can still use
+ # the "open" function to identify files, but you cannot load
+ # them. Note that other modules should not refer to _imaging
+ # directly; import Image and use the Image.core variable instead.
+ import _imaging
+ core = _imaging
+ del _imaging
+except ImportError, v:
+ core = _imaging_not_installed()
+ if str(v)[:20] == "Module use of python" and warnings:
+ # The _imaging C module is present, but not compiled for
+ # the right version (windows only). Print a warning, if
+ # possible.
+ warnings.warn(
+ "The _imaging extension was built for another version "
+ "of Python; most PIL functions will be disabled",
+ RuntimeWarning
+ )
+
+import ImageMode
+import ImagePalette
+
+import os, string, sys
+
+# type stuff
+from types import IntType, StringType, TupleType
+
+try:
+ UnicodeStringType = type(unicode(""))
+ ##
+ # (Internal) Checks if an object is a string. If the current
+ # Python version supports Unicode, this checks for both 8-bit
+ # and Unicode strings.
+ def isStringType(t):
+ return isinstance(t, StringType) or isinstance(t, UnicodeStringType)
+except NameError:
+ def isStringType(t):
+ return isinstance(t, StringType)
+
+##
+# (Internal) Checks if an object is a tuple.
+
+def isTupleType(t):
+ return isinstance(t, TupleType)
+
+##
+# (Internal) Checks if an object is an image object.
+
+def isImageType(t):
+ return hasattr(t, "im")
+
+##
+# (Internal) Checks if an object is a string, and that it points to a
+# directory.
+
+def isDirectory(f):
+ return isStringType(f) and os.path.isdir(f)
+
+from operator import isNumberType, isSequenceType
+
+#
+# Debug level
+
+DEBUG = 0
+
+#
+# Constants (also defined in _imagingmodule.c!)
+
+NONE = 0
+
+# transpose
+FLIP_LEFT_RIGHT = 0
+FLIP_TOP_BOTTOM = 1
+ROTATE_90 = 2
+ROTATE_180 = 3
+ROTATE_270 = 4
+
+# transforms
+AFFINE = 0
+EXTENT = 1
+PERSPECTIVE = 2
+QUAD = 3
+MESH = 4
+
+# resampling filters
+NONE = 0
+NEAREST = 0
+ANTIALIAS = 1 # 3-lobed lanczos
+LINEAR = BILINEAR = 2
+CUBIC = BICUBIC = 3
+
+# dithers
+NONE = 0
+NEAREST = 0
+ORDERED = 1 # Not yet implemented
+RASTERIZE = 2 # Not yet implemented
+FLOYDSTEINBERG = 3 # default
+
+# palettes/quantizers
+WEB = 0
+ADAPTIVE = 1
+
+# categories
+NORMAL = 0
+SEQUENCE = 1
+CONTAINER = 2
+
+# --------------------------------------------------------------------
+# Registries
+
+ID = []
+OPEN = {}
+MIME = {}
+SAVE = {}
+EXTENSION = {}
+
+# --------------------------------------------------------------------
+# Modes supported by this version
+
+_MODEINFO = {
+ # NOTE: this table will be removed in future versions. use
+ # getmode* functions or ImageMode descriptors instead.
+
+ # official modes
+ "1": ("L", "L", ("1",)),
+ "L": ("L", "L", ("L",)),
+ "I": ("L", "I", ("I",)),
+ "F": ("L", "F", ("F",)),
+ "P": ("RGB", "L", ("P",)),
+ "RGB": ("RGB", "L", ("R", "G", "B")),
+ "RGBX": ("RGB", "L", ("R", "G", "B", "X")),
+ "RGBA": ("RGB", "L", ("R", "G", "B", "A")),
+ "CMYK": ("RGB", "L", ("C", "M", "Y", "K")),
+ "YCbCr": ("RGB", "L", ("Y", "Cb", "Cr")),
+
+ # Experimental modes include I;16, I;16B, RGBa, BGR;15,
+ # and BGR;24. Use these modes only if you know exactly
+ # what you're doing...
+
+}
+
+if sys.byteorder == 'little':
+ _ENDIAN = '<'
+else:
+ _ENDIAN = '>'
+
+_MODE_CONV = {
+ # official modes
+ "1": ('|b1', None),
+ "L": ('|u1', None),
+ "I": ('%si4' % _ENDIAN, None), # FIXME: is this correct?
+ "F": ('%sf4' % _ENDIAN, None), # FIXME: is this correct?
+ "P": ('|u1', None),
+ "RGB": ('|u1', 3),
+ "RGBX": ('|u1', 4),
+ "RGBA": ('|u1', 4),
+ "CMYK": ('|u1', 4),
+ "YCbCr": ('|u1', 4),
+}
+
+def _conv_type_shape(im):
+ shape = im.size[::-1]
+ typ, extra = _MODE_CONV[im.mode]
+ if extra is None:
+ return shape, typ
+ else:
+ return shape+(extra,), typ
+
+
+MODES = _MODEINFO.keys()
+MODES.sort()
+
+# raw modes that may be memory mapped. NOTE: if you change this, you
+# may have to modify the stride calculation in map.c too!
+_MAPMODES = ("L", "P", "RGBX", "RGBA", "CMYK", "I;16", "I;16B")
+
+##
+# Gets the "base" mode for given mode. This function returns "L" for
+# images that contain grayscale data, and "RGB" for images that
+# contain color data.
+#
+# @param mode Input mode.
+# @return "L" or "RGB".
+# @exception KeyError If the input mode was not a standard mode.
+
+def getmodebase(mode):
+ return ImageMode.getmode(mode).basemode
+
+##
+# Gets the storage type mode. Given a mode, this function returns a
+# single-layer mode suitable for storing individual bands.
+#
+# @param mode Input mode.
+# @return "L", "I", or "F".
+# @exception KeyError If the input mode was not a standard mode.
+
+def getmodetype(mode):
+ return ImageMode.getmode(mode).basetype
+
+##
+# Gets a list of individual band names. Given a mode, this function
+# returns a tuple containing the names of individual bands (use
+# {@link #getmodetype} to get the mode used to store each individual
+# band.
+#
+# @param mode Input mode.
+# @return A tuple containing band names. The length of the tuple
+# gives the number of bands in an image of the given mode.
+# @exception KeyError If the input mode was not a standard mode.
+
+def getmodebandnames(mode):
+ return ImageMode.getmode(mode).bands
+
+##
+# Gets the number of individual bands for this mode.
+#
+# @param mode Input mode.
+# @return The number of bands in this mode.
+# @exception KeyError If the input mode was not a standard mode.
+
+def getmodebands(mode):
+ return len(ImageMode.getmode(mode).bands)
+
+# --------------------------------------------------------------------
+# Helpers
+
+_initialized = 0
+
+##
+# Explicitly loads standard file format drivers.
+
+def preinit():
+ "Load standard file format drivers."
+
+ global _initialized
+ if _initialized >= 1:
+ return
+
+ try:
+ import BmpImagePlugin
+ except ImportError:
+ pass
+ try:
+ import GifImagePlugin
+ except ImportError:
+ pass
+ try:
+ import JpegImagePlugin
+ except ImportError:
+ pass
+ try:
+ import PpmImagePlugin
+ except ImportError:
+ pass
+ try:
+ import PngImagePlugin
+ except ImportError:
+ pass
+# try:
+# import TiffImagePlugin
+# except ImportError:
+# pass
+
+ _initialized = 1
+
+##
+# Explicitly initializes the Python Imaging Library. This function
+# loads all available file format drivers.
+
+def init():
+ "Load all file format drivers."
+
+ global _initialized
+ if _initialized >= 2:
+ return
+
+ visited = {}
+
+ directories = sys.path
+
+ try:
+ directories = directories + [os.path.dirname(__file__)]
+ except NameError:
+ pass
+
+ # only check directories (including current, if present in the path)
+ for directory in filter(isDirectory, directories):
+ fullpath = os.path.abspath(directory)
+ if visited.has_key(fullpath):
+ continue
+ for file in os.listdir(directory):
+ if file[-14:] == "ImagePlugin.py":
+ f, e = os.path.splitext(file)
+ try:
+ sys.path.insert(0, directory)
+ try:
+ __import__(f, globals(), locals(), [])
+ finally:
+ del sys.path[0]
+ except ImportError:
+ if DEBUG:
+ print "Image: failed to import",
+ print f, ":", sys.exc_value
+ visited[fullpath] = None
+
+ if OPEN or SAVE:
+ _initialized = 2
+
+
+# --------------------------------------------------------------------
+# Codec factories (used by tostring/fromstring and ImageFile.load)
+
+def _getdecoder(mode, decoder_name, args, extra=()):
+
+ # tweak arguments
+ if args is None:
+ args = ()
+ elif not isTupleType(args):
+ args = (args,)
+
+ try:
+ # get decoder
+ decoder = getattr(core, decoder_name + "_decoder")
+ # print decoder, (mode,) + args + extra
+ return apply(decoder, (mode,) + args + extra)
+ except AttributeError:
+ raise IOError("decoder %s not available" % decoder_name)
+
+def _getencoder(mode, encoder_name, args, extra=()):
+
+ # tweak arguments
+ if args is None:
+ args = ()
+ elif not isTupleType(args):
+ args = (args,)
+
+ try:
+ # get encoder
+ encoder = getattr(core, encoder_name + "_encoder")
+ # print encoder, (mode,) + args + extra
+ return apply(encoder, (mode,) + args + extra)
+ except AttributeError:
+ raise IOError("encoder %s not available" % encoder_name)
+
+
+# --------------------------------------------------------------------
+# Simple expression analyzer
+
+class _E:
+ def __init__(self, data): self.data = data
+ def __coerce__(self, other): return self, _E(other)
+ def __add__(self, other): return _E((self.data, "__add__", other.data))
+ def __mul__(self, other): return _E((self.data, "__mul__", other.data))
+
+def _getscaleoffset(expr):
+ stub = ["stub"]
+ data = expr(_E(stub)).data
+ try:
+ (a, b, c) = data # simplified syntax
+ if (a is stub and b == "__mul__" and isNumberType(c)):
+ return c, 0.0
+ if (a is stub and b == "__add__" and isNumberType(c)):
+ return 1.0, c
+ except TypeError: pass
+ try:
+ ((a, b, c), d, e) = data # full syntax
+ if (a is stub and b == "__mul__" and isNumberType(c) and
+ d == "__add__" and isNumberType(e)):
+ return c, e
+ except TypeError: pass
+ raise ValueError("illegal expression")
+
+
+# --------------------------------------------------------------------
+# Implementation wrapper
+
+##
+# This class represents an image object. To create Image objects, use
+# the appropriate factory functions. There's hardly ever any reason
+# to call the Image constructor directly.
+#
+# @see #open
+# @see #new
+# @see #fromstring
+
+class Image:
+
+ format = None
+ format_description = None
+
+ def __init__(self):
+ self.im = None
+ self.mode = ""
+ self.size = (0, 0)
+ self.palette = None
+ self.info = {}
+ self.category = NORMAL
+ self.readonly = 0
+
+ def _new(self, im):
+ new = Image()
+ new.im = im
+ new.mode = im.mode
+ new.size = im.size
+ new.palette = self.palette
+ if im.mode == "P":
+ new.palette = ImagePalette.ImagePalette()
+ try:
+ new.info = self.info.copy()
+ except AttributeError:
+ # fallback (pre-1.5.2)
+ new.info = {}
+ for k, v in self.info:
+ new.info[k] = v
+ return new
+
+ _makeself = _new # compatibility
+
+ def _copy(self):
+ self.load()
+ self.im = self.im.copy()
+ self.readonly = 0
+
+ def _dump(self, file=None, format=None):
+ import tempfile
+ if not file:
+ file = tempfile.mktemp()
+ self.load()
+ if not format or format == "PPM":
+ self.im.save_ppm(file)
+ else:
+ file = file + "." + format
+ self.save(file, format)
+ return file
+
+ def __getattr__(self, name):
+ if name == "__array_interface__":
+ # numpy array interface support
+ new = {}
+ shape, typestr = _conv_type_shape(self)
+ new['shape'] = shape
+ new['typestr'] = typestr
+ new['data'] = self.tostring()
+ return new
+ raise AttributeError(name)
+
+ ##
+ # Returns a string containing pixel data.
+ #
+ # @param encoder_name What encoder to use. The default is to
+ # use the standard "raw" encoder.
+ # @param *args Extra arguments to the encoder.
+ # @return An 8-bit string.
+
+ def tostring(self, encoder_name="raw", *args):
+ "Return image as a binary string"
+
+ # may pass tuple instead of argument list
+ if len(args) == 1 and isTupleType(args[0]):
+ args = args[0]
+
+ if encoder_name == "raw" and args == ():
+ args = self.mode
+
+ self.load()
+
+ # unpack data
+ e = _getencoder(self.mode, encoder_name, args)
+ e.setimage(self.im)
+
+ bufsize = max(65536, self.size[0] * 4) # see RawEncode.c
+
+ data = []
+ while 1:
+ l, s, d = e.encode(bufsize)
+ data.append(d)
+ if s:
+ break
+ if s < 0:
+ raise RuntimeError("encoder error %d in tostring" % s)
+
+ return string.join(data, "")
+
+ ##
+ # Returns the image converted to an X11 bitmap. This method
+ # only works for mode "1" images.
+ #
+ # @param name The name prefix to use for the bitmap variables.
+ # @return A string containing an X11 bitmap.
+ # @exception ValueError If the mode is not "1"
+
+ def tobitmap(self, name="image"):
+ "Return image as an XBM bitmap"
+
+ self.load()
+ if self.mode != "1":
+ raise ValueError("not a bitmap")
+ data = self.tostring("xbm")
+ return string.join(["#define %s_width %d\n" % (name, self.size[0]),
+ "#define %s_height %d\n"% (name, self.size[1]),
+ "static char %s_bits[] = {\n" % name, data, "};"], "")
+
+ ##
+ # Loads this image with pixel data from a string.
+ # <p>
+ # This method is similar to the {@link #fromstring} function, but
+ # loads data into this image instead of creating a new image
+ # object.
+
+ def fromstring(self, data, decoder_name="raw", *args):
+ "Load data to image from binary string"
+
+ # may pass tuple instead of argument list
+ if len(args) == 1 and isTupleType(args[0]):
+ args = args[0]
+
+ # default format
+ if decoder_name == "raw" and args == ():
+ args = self.mode
+
+ # unpack data
+ d = _getdecoder(self.mode, decoder_name, args)
+ d.setimage(self.im)
+ s = d.decode(data)
+
+ if s[0] >= 0:
+ raise ValueError("not enough image data")
+ if s[1] != 0:
+ raise ValueError("cannot decode image data")
+
+ ##
+ # Allocates storage for the image and loads the pixel data. In
+ # normal cases, you don't need to call this method, since the
+ # Image class automatically loads an opened image when it is
+ # accessed for the first time.
+ #
+ # @return An image access object.
+
+ def load(self):
+ "Explicitly load pixel data."
+ if self.im and self.palette and self.palette.dirty:
+ # realize palette
+ apply(self.im.putpalette, self.palette.getdata())
+ self.palette.dirty = 0
+ self.palette.mode = "RGB"
+ self.palette.rawmode = None
+ if self.info.has_key("transparency"):
+ self.im.putpalettealpha(self.info["transparency"], 0)
+ self.palette.mode = "RGBA"
+ if self.im:
+ return self.im.pixel_access(self.readonly)
+
+ ##
+ # Verifies the contents of a file. For data read from a file, this
+ # method attempts to determine if the file is broken, without
+ # actually decoding the image data. If this method finds any
+ # problems, it raises suitable exceptions. If you need to load
+ # the image after using this method, you must reopen the image
+ # file.
+
+ def verify(self):
+ "Verify file contents."
+ pass
+
+
+ ##
+ # Returns a converted copy of this image. For the "P" mode, this
+ # method translates pixels through the palette. If mode is
+ # omitted, a mode is chosen so that all information in the image
+ # and the palette can be represented without a palette.
+ # <p>
+ # The current version supports all possible conversions between
+ # "L", "RGB" and "CMYK."
+ # <p>
+ # When translating a colour image to black and white (mode "L"),
+ # the library uses the ITU-R 601-2 luma transform:
+ # <p>
+ # <b>L = R * 299/1000 + G * 587/1000 + B * 114/1000</b>
+ # <p>
+ # When translating a greyscale image into a bilevel image (mode
+ # "1"), all non-zero values are set to 255 (white). To use other
+ # thresholds, use the {@link #Image.point} method.
+ #
+ # @def convert(mode, matrix=None)
+ # @param mode The requested mode.
+ # @param matrix An optional conversion matrix. If given, this
+ # should be 4- or 16-tuple containing floating point values.
+ # @return An Image object.
+
+ def convert(self, mode=None, data=None, dither=None,
+ palette=WEB, colors=256):
+ "Convert to other pixel format"
+
+ if not mode:
+ # determine default mode
+ if self.mode == "P":
+ self.load()
+ if self.palette:
+ mode = self.palette.mode
+ else:
+ mode = "RGB"
+ else:
+ return self.copy()
+
+ self.load()
+
+ if data:
+ # matrix conversion
+ if mode not in ("L", "RGB"):
+ raise ValueError("illegal conversion")
+ im = self.im.convert_matrix(mode, data)
+ return self._new(im)
+
+ if mode == "P" and palette == ADAPTIVE:
+ im = self.im.quantize(colors)
+ return self._new(im)
+
+ # colourspace conversion
+ if dither is None:
+ dither = FLOYDSTEINBERG
+
+ try:
+ im = self.im.convert(mode, dither)
+ except ValueError:
+ try:
+ # normalize source image and try again
+ im = self.im.convert(getmodebase(self.mode))
+ im = im.convert(mode, dither)
+ except KeyError:
+ raise ValueError("illegal conversion")
+
+ return self._new(im)
+
+ def quantize(self, colors=256, method=0, kmeans=0, palette=None):
+
+ # methods:
+ # 0 = median cut
+ # 1 = maximum coverage
+
+ # NOTE: this functionality will be moved to the extended
+ # quantizer interface in a later version of PIL.
+
+ self.load()
+
+ if palette:
+ # use palette from reference image
+ palette.load()
+ if palette.mode != "P":
+ raise ValueError("bad mode for palette image")
+ if self.mode != "RGB" and self.mode != "L":
+ raise ValueError(
+ "only RGB or L mode images can be quantized to a palette"
+ )
+ im = self.im.convert("P", 1, palette.im)
+ return self._makeself(im)
+
+ im = self.im.quantize(colors, method, kmeans)
+ return self._new(im)
+
+ ##
+ # Copies this image. Use this method if you wish to paste things
+ # into an image, but still retain the original.
+ #
+ # @return An Image object.
+
+ def copy(self):
+ "Copy raster data"
+
+ self.load()
+ im = self.im.copy()
+ return self._new(im)
+
+ ##
+ # Returns a rectangular region from this image. The box is a
+ # 4-tuple defining the left, upper, right, and lower pixel
+ # coordinate.
+ # <p>
+ # This is a lazy operation. Changes to the source image may or
+ # may not be reflected in the cropped image. To break the
+ # connection, call the {@link #Image.load} method on the cropped
+ # copy.
+ #
+ # @param The crop rectangle, as a (left, upper, right, lower)-tuple.
+ # @return An Image object.
+
+ def crop(self, box=None):
+ "Crop region from image"
+
+ self.load()
+ if box is None:
+ return self.copy()
+
+ # lazy operation
+ return _ImageCrop(self, box)
+
+ ##
+ # Configures the image file loader so it returns a version of the
+ # image that as closely as possible matches the given mode and
+ # size. For example, you can use this method to convert a colour
+ # JPEG to greyscale while loading it, or to extract a 128x192
+ # version from a PCD file.
+ # <p>
+ # Note that this method modifies the Image object in place. If
+ # the image has already been loaded, this method has no effect.
+ #
+ # @param mode The requested mode.
+ # @param size The requested size.
+
+ def draft(self, mode, size):
+ "Configure image decoder"
+
+ pass
+
+ def _expand(self, xmargin, ymargin=None):
+ if ymargin is None:
+ ymargin = xmargin
+ self.load()
+ return self._new(self.im.expand(xmargin, ymargin, 0))
+
+ ##
+ # Filters this image using the given filter. For a list of
+ # available filters, see the <b>ImageFilter</b> module.
+ #
+ # @param filter Filter kernel.
+ # @return An Image object.
+ # @see ImageFilter
+
+ def filter(self, filter):
+ "Apply environment filter to image"
+
+ self.load()
+
+ from ImageFilter import Filter
+ if not isinstance(filter, Filter):
+ filter = filter()
+
+ if self.im.bands == 1:
+ return self._new(filter.filter(self.im))
+ # fix to handle multiband images since _imaging doesn't
+ ims = []
+ for c in range(self.im.bands):
+ ims.append(self._new(filter.filter(self.im.getband(c))))
+ return merge(self.mode, ims)
+
+ ##
+ # Returns a tuple containing the name of each band in this image.
+ # For example, <b>getbands</b> on an RGB image returns ("R", "G", "B").
+ #
+ # @return A tuple containing band names.
+
+ def getbands(self):
+ "Get band names"
+
+ return ImageMode.getmode(self.mode).bands
+
+ ##
+ # Calculates the bounding box of the non-zero regions in the
+ # image.
+ #
+ # @return The bounding box is returned as a 4-tuple defining the
+ # left, upper, right, and lower pixel coordinate. If the image
+ # is completely empty, this method returns None.
+
+ def getbbox(self):
+ "Get bounding box of actual data (non-zero pixels) in image"
+
+ self.load()
+ return self.im.getbbox()
+
+ ##
+ # Returns a list of colors used in this image.
+ #
+ # @param maxcolors Maximum number of colors. If this number is
+ # exceeded, this method returns None. The default limit is
+ # 256 colors.
+ # @return An unsorted list of (count, pixel) values.
+
+ def getcolors(self, maxcolors=256):
+ "Get colors from image, up to given limit"
+
+ self.load()
+ if self.mode in ("1", "L", "P"):
+ h = self.im.histogram()
+ out = []
+ for i in range(256):
+ if h[i]:
+ out.append((h[i], i))
+ if len(out) > maxcolors:
+ return None
+ return out
+ return self.im.getcolors(maxcolors)
+
+ ##
+ # Returns the contents of this image as a sequence object
+ # containing pixel values. The sequence object is flattened, so
+ # that values for line one follow directly after the values of
+ # line zero, and so on.
+ # <p>
+ # Note that the sequence object returned by this method is an
+ # internal PIL data type, which only supports certain sequence
+ # operations. To convert it to an ordinary sequence (e.g. for
+ # printing), use <b>list(im.getdata())</b>.
+ #
+ # @param band What band to return. The default is to return
+ # all bands. To return a single band, pass in the index
+ # value (e.g. 0 to get the "R" band from an "RGB" image).
+ # @return A sequence-like object.
+
+ def getdata(self, band = None):
+ "Get image data as sequence object."
+
+ self.load()
+ if band is not None:
+ return self.im.getband(band)
+ return self.im # could be abused
+
+ ##
+ # Gets the the minimum and maximum pixel values for each band in
+ # the image.
+ #
+ # @return For a single-band image, a 2-tuple containing the
+ # minimum and maximum pixel value. For a multi-band image,
+ # a tuple containing one 2-tuple for each band.
+
+ def getextrema(self):
+ "Get min/max value"
+
+ self.load()
+ if self.im.bands > 1:
+ extrema = []
+ for i in range(self.im.bands):
+ extrema.append(self.im.getband(i).getextrema())
+ return tuple(extrema)
+ return self.im.getextrema()
+
+ ##
+ # Returns a PyCObject that points to the internal image memory.
+ #
+ # @return A PyCObject object.
+
+ def getim(self):
+ "Get PyCObject pointer to internal image memory"
+
+ self.load()
+ return self.im.ptr
+
+
+ ##
+ # Returns the image palette as a list.
+ #
+ # @return A list of color values [r, g, b, ...], or None if the
+ # image has no palette.
+
+ def getpalette(self):
+ "Get palette contents."
+
+ self.load()
+ try:
+ return map(ord, self.im.getpalette())
+ except ValueError:
+ return None # no palette
+
+
+ ##
+ # Returns the pixel value at a given position.
+ #
+ # @param xy The coordinate, given as (x, y).
+ # @return The pixel value. If the image is a multi-layer image,
+ # this method returns a tuple.
+
+ def getpixel(self, xy):
+ "Get pixel value"
+
+ self.load()
+ return self.im.getpixel(xy)
+
+ ##
+ # Returns the horizontal and vertical projection.
+ #
+ # @return Two sequences, indicating where there are non-zero
+ # pixels along the X-axis and the Y-axis, respectively.
+
+ def getprojection(self):
+ "Get projection to x and y axes"
+
+ self.load()
+ x, y = self.im.getprojection()
+ return map(ord, x), map(ord, y)
+
+ ##
+ # Returns a histogram for the image. The histogram is returned as
+ # a list of pixel counts, one for each pixel value in the source
+ # image. If the image has more than one band, the histograms for
+ # all bands are concatenated (for example, the histogram for an
+ # "RGB" image contains 768 values).
+ # <p>
+ # A bilevel image (mode "1") is treated as a greyscale ("L") image
+ # by this method.
+ # <p>
+ # If a mask is provided, the method returns a histogram for those
+ # parts of the image where the mask image is non-zero. The mask
+ # image must have the same size as the image, and be either a
+ # bi-level image (mode "1") or a greyscale image ("L").
+ #
+ # @def histogram(mask=None)
+ # @param mask An optional mask.
+ # @return A list containing pixel counts.
+
+ def histogram(self, mask=None, extrema=None):
+ "Take histogram of image"
+
+ self.load()
+ if mask:
+ mask.load()
+ return self.im.histogram((0, 0), mask.im)
+ if self.mode in ("I", "F"):
+ if extrema is None:
+ extrema = self.getextrema()
+ return self.im.histogram(extrema)
+ return self.im.histogram()
+
+ ##
+ # (Deprecated) Returns a copy of the image where the data has been
+ # offset by the given distances. Data wraps around the edges. If
+ # yoffset is omitted, it is assumed to be equal to xoffset.
+ # <p>
+ # This method is deprecated. New code should use the <b>offset</b>
+ # function in the <b>ImageChops</b> module.
+ #
+ # @param xoffset The horizontal distance.
+ # @param yoffset The vertical distance. If omitted, both
+ # distances are set to the same value.
+ # @return An Image object.
+
+ def offset(self, xoffset, yoffset=None):
+ "(deprecated) Offset image in horizontal and/or vertical direction"
+ if warnings:
+ warnings.warn(
+ "'offset' is deprecated; use 'ImageChops.offset' instead",
+ DeprecationWarning, stacklevel=2
+ )
+ import ImageChops
+ return ImageChops.offset(self, xoffset, yoffset)
+
+ ##
+ # Pastes another image into this image. The box argument is either
+ # a 2-tuple giving the upper left corner, a 4-tuple defining the
+ # left, upper, right, and lower pixel coordinate, or None (same as
+ # (0, 0)). If a 4-tuple is given, the size of the pasted image
+ # must match the size of the region.
+ # <p>
+ # If the modes don't match, the pasted image is converted to the
+ # mode of this image (see the {@link #Image.convert} method for
+ # details).
+ # <p>
+ # Instead of an image, the source can be a integer or tuple
+ # containing pixel values. The method then fills the region
+ # with the given colour. When creating RGB images, you can
+ # also use colour strings as supported by the ImageColor module.
+ # <p>
+ # If a mask is given, this method updates only the regions
+ # indicated by the mask. You can use either "1", "L" or "RGBA"
+ # images (in the latter case, the alpha band is used as mask).
+ # Where the mask is 255, the given image is copied as is. Where
+ # the mask is 0, the current value is preserved. Intermediate
+ # values can be used for transparency effects.
+ # <p>
+ # Note that if you paste an "RGBA" image, the alpha band is
+ # ignored. You can work around this by using the same image as
+ # both source image and mask.
+ #
+ # @param im Source image or pixel value (integer or tuple).
+ # @param box An optional 4-tuple giving the region to paste into.
+ # If a 2-tuple is used instead, it's treated as the upper left
+ # corner. If omitted or None, the source is pasted into the
+ # upper left corner.
+ # <p>
+ # If an image is given as the second argument and there is no
+ # third, the box defaults to (0, 0), and the second argument
+ # is interpreted as a mask image.
+ # @param mask An optional mask image.
+ # @return An Image object.
+
+ def paste(self, im, box=None, mask=None):
+ "Paste other image into region"
+
+ if isImageType(box) and mask is None:
+ # abbreviated paste(im, mask) syntax
+ mask = box; box = None
+
+ if box is None:
+ # cover all of self
+ box = (0, 0) + self.size
+
+ if len(box) == 2:
+ # lower left corner given; get size from image or mask
+ if isImageType(im):
+ size = im.size
+ elif isImageType(mask):
+ size = mask.size
+ else:
+ # FIXME: use self.size here?
+ raise ValueError(
+ "cannot determine region size; use 4-item box"
+ )
+ box = box + (box[0]+size[0], box[1]+size[1])
+
+ if isStringType(im):
+ import ImageColor
+ im = ImageColor.getcolor(im, self.mode)
+
+ elif isImageType(im):
+ im.load()
+ if self.mode != im.mode:
+ if self.mode != "RGB" or im.mode not in ("RGBA", "RGBa"):
+ # should use an adapter for this!
+ im = im.convert(self.mode)
+ im = im.im
+
+ self.load()
+ if self.readonly:
+ self._copy()
+
+ if mask:
+ mask.load()
+ self.im.paste(im, box, mask.im)
+ else:
+ self.im.paste(im, box)
+
+ ##
+ # Maps this image through a lookup table or function.
+ #
+ # @param lut A lookup table, containing 256 values per band in the
+ # image. A function can be used instead, it should take a single
+ # argument. The function is called once for each possible pixel
+ # value, and the resulting table is applied to all bands of the
+ # image.
+ # @param mode Output mode (default is same as input). In the
+ # current version, this can only be used if the source image
+ # has mode "L" or "P", and the output has mode "1".
+ # @return An Image object.
+
+ def point(self, lut, mode=None):
+ "Map image through lookup table"
+
+ self.load()
+
+ if not isSequenceType(lut):
+ # if it isn't a list, it should be a function
+ if self.mode in ("I", "I;16", "F"):
+ # check if the function can be used with point_transform
+ scale, offset = _getscaleoffset(lut)
+ return self._new(self.im.point_transform(scale, offset))
+ # for other modes, convert the function to a table
+ lut = map(lut, range(256)) * self.im.bands
+
+ if self.mode == "F":
+ # FIXME: _imaging returns a confusing error message for this case
+ raise ValueError("point operation not supported for this mode")
+
+ return self._new(self.im.point(lut, mode))
+
+ ##
+ # Adds or replaces the alpha layer in this image. If the image
+ # does not have an alpha layer, it's converted to "LA" or "RGBA".
+ # The new layer must be either "L" or "1".
+ #
+ # @param im The new alpha layer. This can either be an "L" or "1"
+ # image having the same size as this image, or an integer or
+ # other color value.
+
+ def putalpha(self, alpha):
+ "Set alpha layer"
+
+ self.load()
+ if self.readonly:
+ self._copy()
+
+ if self.mode not in ("LA", "RGBA"):
+ # attempt to promote self to a matching alpha mode
+ try:
+ mode = getmodebase(self.mode) + "A"
+ try:
+ self.im.setmode(mode)
+ except (AttributeError, ValueError):
+ # do things the hard way
+ im = self.im.convert(mode)
+ if im.mode not in ("LA", "RGBA"):
+ raise ValueError # sanity check
+ self.im = im
+ self.mode = self.im.mode
+ except (KeyError, ValueError):
+ raise ValueError("illegal image mode")
+
+ if self.mode == "LA":
+ band = 1
+ else:
+ band = 3
+
+ if isImageType(alpha):
+ # alpha layer
+ if alpha.mode not in ("1", "L"):
+ raise ValueError("illegal image mode")
+ alpha.load()
+ if alpha.mode == "1":
+ alpha = alpha.convert("L")
+ else:
+ # constant alpha
+ try:
+ self.im.fillband(band, alpha)
+ except (AttributeError, ValueError):
+ # do things the hard way
+ alpha = new("L", self.size, alpha)
+ else:
+ return
+
+ self.im.putband(alpha.im, band)
+
+ ##
+ # Copies pixel data to this image. This method copies data from a
+ # sequence object into the image, starting at the upper left
+ # corner (0, 0), and continuing until either the image or the
+ # sequence ends. The scale and offset values are used to adjust
+ # the sequence values: <b>pixel = value*scale + offset</b>.
+ #
+ # @param data A sequence object.
+ # @param scale An optional scale value. The default is 1.0.
+ # @param offset An optional offset value. The default is 0.0.
+
+ def putdata(self, data, scale=1.0, offset=0.0):
+ "Put data from a sequence object into an image."
+
+ self.load()
+ if self.readonly:
+ self._copy()
+
+ self.im.putdata(data, scale, offset)
+
+ ##
+ # Attaches a palette to this image. The image must be a "P" or
+ # "L" image, and the palette sequence must contain 768 integer
+ # values, where each group of three values represent the red,
+ # green, and blue values for the corresponding pixel
+ # index. Instead of an integer sequence, you can use an 8-bit
+ # string.
+ #
+ # @def putpalette(data)
+ # @param data A palette sequence (either a list or a string).
+
+ def putpalette(self, data, rawmode="RGB"):
+ "Put palette data into an image."
+
+ self.load()
+ if self.mode not in ("L", "P"):
+ raise ValueError("illegal image mode")
+ if not isStringType(data):
+ data = string.join(map(chr, data), "")
+ self.mode = "P"
+ self.palette = ImagePalette.raw(rawmode, data)
+ self.palette.mode = "RGB"
+ self.load() # install new palette
+
+ ##
+ # Modifies the pixel at the given position. The colour is given as
+ # a single numerical value for single-band images, and a tuple for
+ # multi-band images.
+ # <p>
+ # Note that this method is relatively slow. For more extensive
+ # changes, use {@link #Image.paste} or the <b>ImageDraw</b> module
+ # instead.
+ #
+ # @param xy The pixel coordinate, given as (x, y).
+ # @param value The pixel value.
+ # @see #Image.paste
+ # @see #Image.putdata
+ # @see ImageDraw
+
+ def putpixel(self, xy, value):
+ "Set pixel value"
+
+ self.load()
+ if self.readonly:
+ self._copy()
+
+ return self.im.putpixel(xy, value)
+
+ ##
+ # Returns a resized copy of this image.
+ #
+ # @def resize(size, filter=NEAREST)
+ # @param size The requested size in pixels, as a 2-tuple:
+ # (width, height).
+ # @param filter An optional resampling filter. This can be
+ # one of <b>NEAREST</b> (use nearest neighbour), <b>BILINEAR</b>
+ # (linear interpolation in a 2x2 environment), <b>BICUBIC</b>
+ # (cubic spline interpolation in a 4x4 environment), or
+ # <b>ANTIALIAS</b> (a high-quality downsampling filter).
+ # If omitted, or if the image has mode "1" or "P", it is
+ # set <b>NEAREST</b>.
+ # @return An Image object.
+
+ def resize(self, size, resample=NEAREST):
+ "Resize image"
+
+ if resample not in (NEAREST, BILINEAR, BICUBIC, ANTIALIAS):
+ raise ValueError("unknown resampling filter")
+
+ self.load()
+
+ if self.mode in ("1", "P"):
+ resample = NEAREST
+
+ if resample == ANTIALIAS:
+ # requires stretch support (imToolkit & PIL 1.1.3)
+ try:
+ im = self.im.stretch(size, resample)
+ except AttributeError:
+ raise ValueError("unsupported resampling filter")
+ else:
+ im = self.im.resize(size, resample)
+
+ return self._new(im)
+
+ ##
+ # Returns a rotated copy of this image. This method returns a
+ # copy of this image, rotated the given number of degrees counter
+ # clockwise around its centre.
+ #
+ # @def rotate(angle, filter=NEAREST)
+ # @param angle In degrees counter clockwise.
+ # @param filter An optional resampling filter. This can be
+ # one of <b>NEAREST</b> (use nearest neighbour), <b>BILINEAR</b>
+ # (linear interpolation in a 2x2 environment), or <b>BICUBIC</b>
+ # (cubic spline interpolation in a 4x4 environment).
+ # If omitted, or if the image has mode "1" or "P", it is
+ # set <b>NEAREST</b>.
+ # @param expand Optional expansion flag. If true, expands the output
+ # image to make it large enough to hold the entire rotated image.
+ # If false or omitted, make the output image the same size as the
+ # input image.
+ # @return An Image object.
+
+ def rotate(self, angle, resample=NEAREST, expand=0):
+ "Rotate image. Angle given as degrees counter-clockwise."
+
+ if expand:
+ import math
+ angle = -angle * math.pi / 180
+ matrix = [
+ math.cos(angle), math.sin(angle), 0.0,
+ -math.sin(angle), math.cos(angle), 0.0
+ ]
+ def transform(x, y, (a, b, c, d, e, f)=matrix):
+ return a*x + b*y + c, d*x + e*y + f
+
+ # calculate output size
+ w, h = self.size
+ xx = []
+ yy = []
+ for x, y in ((0, 0), (w, 0), (w, h), (0, h)):
+ x, y = transform(x, y)
+ xx.append(x)
+ yy.append(y)
+ w = int(math.ceil(max(xx)) - math.floor(min(xx)))
+ h = int(math.ceil(max(yy)) - math.floor(min(yy)))
+
+ # adjust center
+ x, y = transform(w / 2.0, h / 2.0)
+ matrix[2] = self.size[0] / 2.0 - x
+ matrix[5] = self.size[1] / 2.0 - y
+
+ return self.transform((w, h), AFFINE, matrix)
+
+ if resample not in (NEAREST, BILINEAR, BICUBIC):
+ raise ValueError("unknown resampling filter")
+
+ self.load()
+
+ if self.mode in ("1", "P"):
+ resample = NEAREST
+
+ return self._new(self.im.rotate(angle, resample))
+
+ ##
+ # Saves this image under the given filename. If no format is
+ # specified, the format to use is determined from the filename
+ # extension, if possible.
+ # <p>
+ # Keyword options can be used to provide additional instructions
+ # to the writer. If a writer doesn't recognise an option, it is
+ # silently ignored. The available options are described later in
+ # this handbook.
+ # <p>
+ # You can use a file object instead of a filename. In this case,
+ # you must always specify the format. The file object must
+ # implement the <b>seek</b>, <b>tell</b>, and <b>write</b>
+ # methods, and be opened in binary mode.
+ #
+ # @def save(file, format=None, **options)
+ # @param file File name or file object.
+ # @param format Optional format override. If omitted, the
+ # format to use is determined from the filename extension.
+ # If a file object was used instead of a filename, this
+ # parameter should always be used.
+ # @param **options Extra parameters to the image writer.
+ # @return None
+ # @exception KeyError If the output format could not be determined
+ # from the file name. Use the format option to solve this.
+ # @exception IOError If the file could not be written. The file
+ # may have been created, and may contain partial data.
+
+ def save(self, fp, format=None, **params):
+ "Save image to file or stream"
+
+ if isStringType(fp):
+ filename = fp
+ else:
+ if hasattr(fp, "name") and isStringType(fp.name):
+ filename = fp.name
+ else:
+ filename = ""
+
+ # may mutate self!
+ self.load()
+
+ self.encoderinfo = params
+ self.encoderconfig = ()
+
+ preinit()
+
+ ext = string.lower(os.path.splitext(filename)[1])
+
+ if not format:
+ try:
+ format = EXTENSION[ext]
+ except KeyError:
+ init()
+ try:
+ format = EXTENSION[ext]
+ except KeyError:
+ raise KeyError(ext) # unknown extension
+
+ try:
+ save_handler = SAVE[string.upper(format)]
+ except KeyError:
+ init()
+ save_handler = SAVE[string.upper(format)] # unknown format
+
+ if isStringType(fp):
+ import __builtin__
+ fp = __builtin__.open(fp, "wb")
+ close = 1
+ else:
+ close = 0
+
+ try:
+ save_handler(self, fp, filename)
+ finally:
+ # do what we can to clean up
+ if close:
+ fp.close()
+
+ ##
+ # Seeks to the given frame in this sequence file. If you seek
+ # beyond the end of the sequence, the method raises an
+ # <b>EOFError</b> exception. When a sequence file is opened, the
+ # library automatically seeks to frame 0.
+ # <p>
+ # Note that in the current version of the library, most sequence
+ # formats only allows you to seek to the next frame.
+ #
+ # @param frame Frame number, starting at 0.
+ # @exception EOFError If the call attempts to seek beyond the end
+ # of the sequence.
+ # @see #Image.tell
+
+ def seek(self, frame):
+ "Seek to given frame in sequence file"
+
+ # overridden by file handlers
+ if frame != 0:
+ raise EOFError
+
+ ##
+ # Displays this image. This method is mainly intended for
+ # debugging purposes.
+ # <p>
+ # On Unix platforms, this method saves the image to a temporary
+ # PPM file, and calls the <b>xv</b> utility.
+ # <p>
+ # On Windows, it saves the image to a temporary BMP file, and uses
+ # the standard BMP display utility to show it (usually Paint).
+ #
+ # @def show(title=None)
+ # @param title Optional title to use for the image window,
+ # where possible.
+
+ def show(self, title=None, command=None):
+ "Display image (for debug purposes only)"
+
+ _showxv(self, title, command)
+
+ ##
+ # Split this image into individual bands. This method returns a
+ # tuple of individual image bands from an image. For example,
+ # splitting an "RGB" image creates three new images each
+ # containing a copy of one of the original bands (red, green,
+ # blue).
+ #
+ # @return A tuple containing bands.
+
+ def split(self):
+ "Split image into bands"
+
+ ims = []
+ self.load()
+ for i in range(self.im.bands):
+ ims.append(self._new(self.im.getband(i)))
+ return tuple(ims)
+
+ ##
+ # Returns the current frame number.
+ #
+ # @return Frame number, starting with 0.
+ # @see #Image.seek
+
+ def tell(self):
+ "Return current frame number"
+
+ return 0
+
+ ##
+ # Make this image into a thumbnail. This method modifies the
+ # image to contain a thumbnail version of itself, no larger than
+ # the given size. This method calculates an appropriate thumbnail
+ # size to preserve the aspect of the image, calls the {@link
+ # #Image.draft} method to configure the file reader (where
+ # applicable), and finally resizes the image.
+ # <p>
+ # Note that the bilinear and bicubic filters in the current
+ # version of PIL are not well-suited for thumbnail generation.
+ # You should use <b>ANTIALIAS</b> unless speed is much more
+ # important than quality.
+ # <p>
+ # Also note that this function modifies the Image object in place.
+ # If you need to use the full resolution image as well, apply this
+ # method to a {@link #Image.copy} of the original image.
+ #
+ # @param size Requested size.
+ # @param resample Optional resampling filter. This can be one
+ # of <b>NEAREST</b>, <b>BILINEAR</b>, <b>BICUBIC</b>, or
+ # <b>ANTIALIAS</b> (best quality). If omitted, it defaults
+ # to <b>NEAREST</b> (this will be changed to ANTIALIAS in a
+ # future version).
+ # @return None
+
+ def thumbnail(self, size, resample=NEAREST):
+ "Create thumbnail representation (modifies image in place)"
+
+ # FIXME: the default resampling filter will be changed
+ # to ANTIALIAS in future versions
+
+ # preserve aspect ratio
+ x, y = self.size
+ if x > size[0]: y = max(y * size[0] / x, 1); x = size[0]
+ if y > size[1]: x = max(x * size[1] / y, 1); y = size[1]
+ size = x, y
+
+ if size == self.size:
+ return
+
+ self.draft(None, size)
+
+ self.load()
+
+ try:
+ im = self.resize(size, resample)
+ except ValueError:
+ if resample != ANTIALIAS:
+ raise
+ im = self.resize(size, NEAREST) # fallback
+
+ self.im = im.im
+ self.mode = im.mode
+ self.size = size
+
+ self.readonly = 0
+
+ # FIXME: the different tranform methods need further explanation
+ # instead of bloating the method docs, add a separate chapter.
+
+ ##
+ # Transforms this image. This method creates a new image with the
+ # given size, and the same mode as the original, and copies data
+ # to the new image using the given transform.
+ # <p>
+ # @def transform(size, method, data, resample=NEAREST)
+ # @param size The output size.
+ # @param method The transformation method. This is one of
+ # <b>EXTENT</b> (cut out a rectangular subregion), <b>AFFINE</b>
+ # (affine transform), <b>PERSPECTIVE</b> (perspective
+ # transform), <b>QUAD</b> (map a quadrilateral to a
+ # rectangle), or <b>MESH</b> (map a number of source quadrilaterals
+ # in one operation).
+ # @param data Extra data to the transformation method.
+ # @param resample Optional resampling filter. It can be one of
+ # <b>NEAREST</b> (use nearest neighbour), <b>BILINEAR</b>
+ # (linear interpolation in a 2x2 environment), or
+ # <b>BICUBIC</b> (cubic spline interpolation in a 4x4
+ # environment). If omitted, or if the image has mode
+ # "1" or "P", it is set to <b>NEAREST</b>.
+ # @return An Image object.
+
+ def transform(self, size, method, data=None, resample=NEAREST, fill=1):
+ "Transform image"
+
+ import ImageTransform
+ if isinstance(method, ImageTransform.Transform):
+ method, data = method.getdata()
+ if data is None:
+ raise ValueError("missing method data")
+ im = new(self.mode, size, None)
+ if method == MESH:
+ # list of quads
+ for box, quad in data:
+ im.__transformer(box, self, QUAD, quad, resample, fill)
+ else:
+ im.__transformer((0, 0)+size, self, method, data, resample, fill)
+
+ return im
+
+ def __transformer(self, box, image, method, data,
+ resample=NEAREST, fill=1):
+
+ # FIXME: this should be turned into a lazy operation (?)
+
+ w = box[2]-box[0]
+ h = box[3]-box[1]
+
+ if method == AFFINE:
+ # change argument order to match implementation
+ data = (data[2], data[0], data[1],
+ data[5], data[3], data[4])
+ elif method == EXTENT:
+ # convert extent to an affine transform
+ x0, y0, x1, y1 = data
+ xs = float(x1 - x0) / w
+ ys = float(y1 - y0) / h
+ method = AFFINE
+ data = (x0 + xs/2, xs, 0, y0 + ys/2, 0, ys)
+ elif method == PERSPECTIVE:
+ # change argument order to match implementation
+ data = (data[2], data[0], data[1],
+ data[5], data[3], data[4],
+ data[6], data[7])
+ elif method == QUAD:
+ # quadrilateral warp. data specifies the four corners
+ # given as NW, SW, SE, and NE.
+ nw = data[0:2]; sw = data[2:4]; se = data[4:6]; ne = data[6:8]
+ x0, y0 = nw; As = 1.0 / w; At = 1.0 / h
+ data = (x0, (ne[0]-x0)*As, (sw[0]-x0)*At,
+ (se[0]-sw[0]-ne[0]+x0)*As*At,
+ y0, (ne[1]-y0)*As, (sw[1]-y0)*At,
+ (se[1]-sw[1]-ne[1]+y0)*As*At)
+ else:
+ raise ValueError("unknown transformation method")
+
+ if resample not in (NEAREST, BILINEAR, BICUBIC):
+ raise ValueError("unknown resampling filter")
+
+ image.load()
+
+ self.load()
+
+ if image.mode in ("1", "P"):
+ resample = NEAREST
+
+ self.im.transform2(box, image.im, method, data, resample, fill)
+
+ ##
+ # Returns a flipped or rotated copy of this image.
+ #
+ # @param method One of <b>FLIP_LEFT_RIGHT</b>, <b>FLIP_TOP_BOTTOM</b>,
+ # <b>ROTATE_90</b>, <b>ROTATE_180</b>, or <b>ROTATE_270</b>.
+
+ def transpose(self, method):
+ "Transpose image (flip or rotate in 90 degree steps)"
+
+ self.load()
+ im = self.im.transpose(method)
+ return self._new(im)
+
+# --------------------------------------------------------------------
+# Lazy operations
+
+class _ImageCrop(Image):
+
+ def __init__(self, im, box):
+
+ Image.__init__(self)
+
+ x0, y0, x1, y1 = box
+ if x1 < x0:
+ x1 = x0
+ if y1 < y0:
+ y1 = y0
+
+ self.mode = im.mode
+ self.size = x1-x0, y1-y0
+
+ self.__crop = x0, y0, x1, y1
+
+ self.im = im.im
+
+ def load(self):
+
+ # lazy evaluation!
+ if self.__crop:
+ self.im = self.im.crop(self.__crop)
+ self.__crop = None
+
+ # FIXME: future versions should optimize crop/paste
+ # sequences!
+
+# --------------------------------------------------------------------
+# Factories
+
+#
+# Debugging
+
+def _wedge():
+ "Create greyscale wedge (for debugging only)"
+
+ return Image()._new(core.wedge("L"))
+
+##
+# Creates a new image with the given mode and size.
+#
+# @param mode The mode to use for the new image.
+# @param size A 2-tuple, containing (width, height) in pixels.
+# @param color What colour to use for the image. Default is black.
+# If given, this should be a single integer or floating point value
+# for single-band modes, and a tuple for multi-band modes (one value
+# per band). When creating RGB images, you can also use colour
+# strings as supported by the ImageColor module. If the colour is
+# None, the image is not initialised.
+# @return An Image object.
+
+def new(mode, size, color=0):
+ "Create a new image"
+
+ if color is None:
+ # don't initialize
+ return Image()._new(core.new(mode, size))
+
+ if isStringType(color):
+ # css3-style specifier
+
+ import ImageColor
+ color = ImageColor.getcolor(color, mode)
+
+ return Image()._new(core.fill(mode, size, color))
+
+##
+# Creates an image memory from pixel data in a string.
+# <p>
+# In its simplest form, this function takes three arguments
+# (mode, size, and unpacked pixel data).
+# <p>
+# You can also use any pixel decoder supported by PIL. For more
+# information on available decoders, see the section <a
+# href="pil-decoder.htm"><i>Writing Your Own File Decoder</i></a>.
+# <p>
+# Note that this function decodes pixel data only, not entire images.
+# If you have an entire image in a string, wrap it in a
+# <b>StringIO</b> object, and use {@link #open} to load it.
+#
+# @param mode The image mode.
+# @param size The image size.
+# @param data An 8-bit string containing raw data for the given mode.
+# @param decoder_name What decoder to use.
+# @param *args Additional parameters for the given decoder.
+# @return An Image object.
+
+def fromstring(mode, size, data, decoder_name="raw", *args):
+ "Load image from string"
+
+ # may pass tuple instead of argument list
+ if len(args) == 1 and isTupleType(args[0]):
+ args = args[0]
+
+ if decoder_name == "raw" and args == ():
+ args = mode
+
+ im = new(mode, size)
+ im.fromstring(data, decoder_name, args)
+ return im
+
+##
+# (New in 1.1.4) Creates an image memory from pixel data in a string
+# or byte buffer.
+# <p>
+# This function is similar to {@link #fromstring}, but uses data in
+# the byte buffer, where possible. This means that changes to the
+# original buffer object are reflected in this image). Not all modes
+# can share memory; supported modes include "L", "RGBX", "RGBA", and
+# "CMYK".
+# <p>
+# Note that this function decodes pixel data only, not entire images.
+# If you have an entire image file in a string, wrap it in a
+# <b>StringIO</b> object, and use {@link #open} to load it.
+# <p>
+# In the current version, the default parameters used for the "raw"
+# decoder differs from that used for {@link fromstring}. This is a
+# bug, and will probably be fixed in a future release. The current
+# release issues a warning if you do this; to disable the warning,
+# you should provide the full set of parameters. See below for
+# details.
+#
+# @param mode The image mode.
+# @param size The image size.
+# @param data An 8-bit string or other buffer object containing raw
+# data for the given mode.
+# @param decoder_name What decoder to use.
+# @param *args Additional parameters for the given decoder. For the
+# default encoder ("raw"), it's recommended that you provide the
+# full set of parameters:
+# <b>frombuffer(mode, size, data, "raw", mode, 0, 1)</b>.
+# @return An Image object.
+# @since 1.1.4
+
+def frombuffer(mode, size, data, decoder_name="raw", *args):
+ "Load image from string or buffer"
+
+ # may pass tuple instead of argument list
+ if len(args) == 1 and isTupleType(args[0]):
+ args = args[0]
+
+ if decoder_name == "raw":
+ if args == ():
+ if warnings:
+ warnings.warn(
+ "the frombuffer defaults may change in a future release; "
+ "for portability, change the call to read:\n"
+ " frombuffer(mode, size, data, 'raw', mode, 0, 1)",
+ RuntimeWarning, stacklevel=2
+ )
+ args = mode, 0, -1 # may change to (mode, 0, 1) post-1.1.6
+ if args[0] in _MAPMODES:
+ im = new(mode, (1,1))
+ im = im._new(
+ core.map_buffer(data, size, decoder_name, None, 0, args)
+ )
+ im.readonly = 1
+ return im
+
+ return apply(fromstring, (mode, size, data, decoder_name, args))
+
+
+##
+# (New in 1.1.6) Create an image memory from an object exporting
+# the array interface (using the buffer protocol).
+#
+# If obj is not contiguous, then the tostring method is called
+# and {@link frombuffer} is used.
+#
+# @param obj Object with array interface
+# @param mode Mode to use (will be determined from type if None)
+# @return An image memory.
+
+def fromarray(obj, mode=None):
+ arr = obj.__array_interface__
+ shape = arr['shape']
+ ndim = len(shape)
+ try:
+ strides = arr['strides']
+ except KeyError:
+ strides = None
+ if mode is None:
+ typestr = arr['typestr']
+ if not (typestr[0] == '|' or typestr[0] == _ENDIAN or
+ typestr[1:] not in ['u1', 'b1', 'i4', 'f4']):
+ raise TypeError("cannot handle data-type")
+ typestr = typestr[:2]
+ if typestr == 'i4':
+ mode = 'I'
+ elif typestr == 'f4':
+ mode = 'F'
+ elif typestr == 'b1':
+ mode = '1'
+ elif ndim == 2:
+ mode = 'L'
+ elif ndim == 3:
+ mode = 'RGB'
+ elif ndim == 4:
+ mode = 'RGBA'
+ else:
+ raise TypeError("Do not understand data.")
+ ndmax = 4
+ bad_dims=0
+ if mode in ['1','L','I','P','F']:
+ ndmax = 2
+ elif mode == 'RGB':
+ ndmax = 3
+ if ndim > ndmax:
+ raise ValueError("Too many dimensions.")
+
+ size = shape[:2][::-1]
+ if strides is not None:
+ obj = obj.tostring()
+
+ return frombuffer(mode, size, obj, "raw", mode, 0, 1)
+
+##
+# Opens and identifies the given image file.
+# <p>
+# This is a lazy operation; this function identifies the file, but the
+# actual image data is not read from the file until you try to process
+# the data (or call the {@link #Image.load} method).
+#
+# @def open(file, mode="r")
+# @param file A filename (string) or a file object. The file object
+# must implement <b>read</b>, <b>seek</b>, and <b>tell</b> methods,
+# and be opened in binary mode.
+# @param mode The mode. If given, this argument must be "r".
+# @return An Image object.
+# @exception IOError If the file cannot be found, or the image cannot be
+# opened and identified.
+# @see #new
+
+def open(fp, mode="r"):
+ "Open an image file, without loading the raster data"
+
+ if mode != "r":
+ raise ValueError("bad mode")
+
+ if isStringType(fp):
+ import __builtin__
+ filename = fp
+ fp = __builtin__.open(fp, "rb")
+ else:
+ filename = ""
+
+ prefix = fp.read(16)
+
+ preinit()
+
+ for i in ID:
+ try:
+ factory, accept = OPEN[i]
+ if not accept or accept(prefix):
+ fp.seek(0)
+ return factory(fp, filename)
+ except (SyntaxError, IndexError, TypeError):
+ pass
+
+ init()
+
+ for i in ID:
+ try:
+ factory, accept = OPEN[i]
+ if not accept or accept(prefix):
+ fp.seek(0)
+ return factory(fp, filename)
+ except (SyntaxError, IndexError, TypeError):
+ pass
+
+ raise IOError("cannot identify image file")
+
+#
+# Image processing.
+
+##
+# Creates a new image by interpolating between two input images, using
+# a constant alpha.
+#
+# <pre>
+# out = image1 * (1.0 - alpha) + image2 * alpha
+# </pre>
+#
+# @param im1 The first image.
+# @param im2 The second image. Must have the same mode and size as
+# the first image.
+# @param alpha The interpolation alpha factor. If alpha is 0.0, a
+# copy of the first image is returned. If alpha is 1.0, a copy of
+# the second image is returned. There are no restrictions on the
+# alpha value. If necessary, the result is clipped to fit into
+# the allowed output range.
+# @return An Image object.
+
+def blend(im1, im2, alpha):
+ "Interpolate between images."
+
+ im1.load()
+ im2.load()
+ return im1._new(core.blend(im1.im, im2.im, alpha))
+
+##
+# Creates a new image by interpolating between two input images,
+# using the mask as alpha.
+#
+# @param image1 The first image.
+# @param image2 The second image. Must have the same mode and
+# size as the first image.
+# @param mask A mask image. This image can can have mode
+# "1", "L", or "RGBA", and must have the same size as the
+# other two images.
+
+def composite(image1, image2, mask):
+ "Create composite image by blending images using a transparency mask"
+
+ image = image2.copy()
+ image.paste(image1, None, mask)
+ return image
+
+##
+# Applies the function (which should take one argument) to each pixel
+# in the given image. If the image has more than one band, the same
+# function is applied to each band. Note that the function is
+# evaluated once for each possible pixel value, so you cannot use
+# random components or other generators.
+#
+# @def eval(image, function)
+# @param image The input image.
+# @param function A function object, taking one integer argument.
+# @return An Image object.
+
+def eval(image, *args):
+ "Evaluate image expression"
+
+ return image.point(args[0])
+
+##
+# Creates a new image from a number of single-band images.
+#
+# @param mode The mode to use for the output image.
+# @param bands A sequence containing one single-band image for
+# each band in the output image. All bands must have the
+# same size.
+# @return An Image object.
+
+def merge(mode, bands):
+ "Merge a set of single band images into a new multiband image."
+
+ if getmodebands(mode) != len(bands) or "*" in mode:
+ raise ValueError("wrong number of bands")
+ for im in bands[1:]:
+ if im.mode != getmodetype(mode):
+ raise ValueError("mode mismatch")
+ if im.size != bands[0].size:
+ raise ValueError("size mismatch")
+ im = core.new(mode, bands[0].size)
+ for i in range(getmodebands(mode)):
+ bands[i].load()
+ im.putband(bands[i].im, i)
+ return bands[0]._new(im)
+
+# --------------------------------------------------------------------
+# Plugin registry
+
+##
+# Register an image file plugin. This function should not be used
+# in application code.
+#
+# @param id An image format identifier.
+# @param factory An image file factory method.
+# @param accept An optional function that can be used to quickly
+# reject images having another format.
+
+def register_open(id, factory, accept=None):
+ id = string.upper(id)
+ ID.append(id)
+ OPEN[id] = factory, accept
+
+##
+# Registers an image MIME type. This function should not be used
+# in application code.
+#
+# @param id An image format identifier.
+# @param mimetype The image MIME type for this format.
+
+def register_mime(id, mimetype):
+ MIME[string.upper(id)] = mimetype
+
+##
+# Registers an image save function. This function should not be
+# used in application code.
+#
+# @param id An image format identifier.
+# @param driver A function to save images in this format.
+
+def register_save(id, driver):
+ SAVE[string.upper(id)] = driver
+
+##
+# Registers an image extension. This function should not be
+# used in application code.
+#
+# @param id An image format identifier.
+# @param extension An extension used for this format.
+
+def register_extension(id, extension):
+ EXTENSION[string.lower(extension)] = string.upper(id)
+
+
+# --------------------------------------------------------------------
+# Simple display support
+
+def _showxv(image, title=None, command=None):
+
+ if os.name == "nt":
+ format = "BMP"
+ elif sys.platform == "darwin":
+ format = "JPEG"
+ if not command:
+ command = "open -a /Applications/Preview.app"
+ else:
+ format = None
+ if not command:
+ command = "xv"
+ if title:
+ command = command + " -name \"%s\"" % title
+
+ if image.mode == "I;16":
+ # @PIL88 @PIL101
+ # "I;16" isn't an 'official' mode, but we still want to
+ # provide a simple way to show 16-bit images.
+ base = "L"
+ else:
+ base = getmodebase(image.mode)
+ if base != image.mode and image.mode != "1":
+ file = image.convert(base)._dump(format=format)
+ else:
+ file = image._dump(format=format)
+
+ if os.name == "nt":
+ command = "start /wait %s && del /f %s" % (file, file)
+ elif sys.platform == "darwin":
+ # on darwin open returns immediately resulting in the temp
+ # file removal while app is opening
+ command = "(%s %s; sleep 20; rm -f %s)&" % (command, file, file)
+ else:
+ command = "(%s %s; rm -f %s)&" % (command, file, file)
+
+ os.system(command)