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Python

#
# The Python Imaging Library.
# $Id$
#
# PIL raster font management
#
# History:
# 1996-08-07 fl created (experimental)
# 1997-08-25 fl minor adjustments to handle fonts from pilfont 0.3
# 1999-02-06 fl rewrote most font management stuff in C
# 1999-03-17 fl take pth files into account in load_path (from Richard Jones)
# 2001-02-17 fl added freetype support
# 2001-05-09 fl added TransposedFont wrapper class
# 2002-03-04 fl make sure we have a "L" or "1" font
# 2002-12-04 fl skip non-directory entries in the system path
# 2003-04-29 fl add embedded default font
# 2003-09-27 fl added support for truetype charmap encodings
#
# Todo:
# Adapt to PILFONT2 format (16-bit fonts, compressed, single file)
#
# Copyright (c) 1997-2003 by Secret Labs AB
# Copyright (c) 1996-2003 by Fredrik Lundh
#
# See the README file for information on usage and redistribution.
#
import base64
import os
import sys
from io import BytesIO
from . import Image
from ._util import isDirectory, isPath
LAYOUT_BASIC = 0
LAYOUT_RAQM = 1
class _imagingft_not_installed:
# module placeholder
def __getattr__(self, id):
raise ImportError("The _imagingft C module is not installed")
try:
from . import _imagingft as core
except ImportError:
core = _imagingft_not_installed()
# FIXME: add support for pilfont2 format (see FontFile.py)
# --------------------------------------------------------------------
# Font metrics format:
# "PILfont" LF
# fontdescriptor LF
# (optional) key=value... LF
# "DATA" LF
# binary data: 256*10*2 bytes (dx, dy, dstbox, srcbox)
#
# To place a character, cut out srcbox and paste at dstbox,
# relative to the character position. Then move the character
# position according to dx, dy.
# --------------------------------------------------------------------
class ImageFont:
"PIL font wrapper"
def _load_pilfont(self, filename):
with open(filename, "rb") as fp:
image = None
for ext in (".png", ".gif", ".pbm"):
if image:
image.close()
try:
fullname = os.path.splitext(filename)[0] + ext
image = Image.open(fullname)
except Exception:
pass
else:
if image and image.mode in ("1", "L"):
break
else:
if image:
image.close()
raise OSError("cannot find glyph data file")
self.file = fullname
self._load_pilfont_data(fp, image)
image.close()
def _load_pilfont_data(self, file, image):
# read PILfont header
if file.readline() != b"PILfont\n":
raise SyntaxError("Not a PILfont file")
file.readline().split(b";")
self.info = [] # FIXME: should be a dictionary
while True:
s = file.readline()
if not s or s == b"DATA\n":
break
self.info.append(s)
# read PILfont metrics
data = file.read(256 * 20)
# check image
if image.mode not in ("1", "L"):
raise TypeError("invalid font image mode")
image.load()
self.font = Image.core.font(image.im, data)
def getsize(self, text, *args, **kwargs):
"""
Returns width and height (in pixels) of given text.
:param text: Text to measure.
:return: (width, height)
"""
return self.font.getsize(text)
def getmask(self, text, mode="", *args, **kwargs):
"""
Create a bitmap for the text.
If the font uses antialiasing, the bitmap should have mode ``L`` and use a
maximum value of 255. Otherwise, it should have mode ``1``.
:param text: Text to render.
:param mode: Used by some graphics drivers to indicate what mode the
driver prefers; if empty, the renderer may return either
mode. Note that the mode is always a string, to simplify
C-level implementations.
.. versionadded:: 1.1.5
:return: An internal PIL storage memory instance as defined by the
:py:mod:`PIL.Image.core` interface module.
"""
return self.font.getmask(text, mode)
##
# Wrapper for FreeType fonts. Application code should use the
# <b>truetype</b> factory function to create font objects.
class FreeTypeFont:
"FreeType font wrapper (requires _imagingft service)"
def __init__(self, font=None, size=10, index=0, encoding="", layout_engine=None):
# FIXME: use service provider instead
self.path = font
self.size = size
self.index = index
self.encoding = encoding
if layout_engine not in (LAYOUT_BASIC, LAYOUT_RAQM):
layout_engine = LAYOUT_BASIC
if core.HAVE_RAQM:
layout_engine = LAYOUT_RAQM
elif layout_engine == LAYOUT_RAQM and not core.HAVE_RAQM:
layout_engine = LAYOUT_BASIC
self.layout_engine = layout_engine
def load_from_bytes(f):
self.font_bytes = f.read()
self.font = core.getfont(
"", size, index, encoding, self.font_bytes, layout_engine
)
if isPath(font):
if sys.platform == "win32":
font_bytes_path = font if isinstance(font, bytes) else font.encode()
try:
font_bytes_path.decode("ascii")
except UnicodeDecodeError:
# FreeType cannot load fonts with non-ASCII characters on Windows
# So load it into memory first
with open(font, "rb") as f:
load_from_bytes(f)
return
self.font = core.getfont(
font, size, index, encoding, layout_engine=layout_engine
)
else:
load_from_bytes(font)
def _multiline_split(self, text):
split_character = "\n" if isinstance(text, str) else b"\n"
return text.split(split_character)
def getname(self):
"""
:return: A tuple of the font family (e.g. Helvetica) and the font style
(e.g. Bold)
"""
return self.font.family, self.font.style
def getmetrics(self):
"""
:return: A tuple of the font ascent (the distance from the baseline to
the highest outline point) and descent (the distance from the
baseline to the lowest outline point, a negative value)
"""
return self.font.ascent, self.font.descent
def getsize(
self, text, direction=None, features=None, language=None, stroke_width=0
):
"""
Returns width and height (in pixels) of given text if rendered in font with
provided direction, features, and language.
:param text: Text to measure.
:param direction: Direction of the text. It can be 'rtl' (right to
left), 'ltr' (left to right) or 'ttb' (top to bottom).
Requires libraqm.
.. versionadded:: 4.2.0
:param features: A list of OpenType font features to be used during text
layout. This is usually used to turn on optional
font features that are not enabled by default,
for example 'dlig' or 'ss01', but can be also
used to turn off default font features for
example '-liga' to disable ligatures or '-kern'
to disable kerning. To get all supported
features, see
https://docs.microsoft.com/en-us/typography/opentype/spec/featurelist
Requires libraqm.
.. versionadded:: 4.2.0
:param language: Language of the text. Different languages may use
different glyph shapes or ligatures. This parameter tells
the font which language the text is in, and to apply the
correct substitutions as appropriate, if available.
It should be a `BCP 47 language code
<https://www.w3.org/International/articles/language-tags/>`
Requires libraqm.
.. versionadded:: 6.0.0
:param stroke_width: The width of the text stroke.
.. versionadded:: 6.2.0
:return: (width, height)
"""
size, offset = self.font.getsize(text, direction, features, language)
return (
size[0] + stroke_width * 2 + offset[0],
size[1] + stroke_width * 2 + offset[1],
)
def getsize_multiline(
self,
text,
direction=None,
spacing=4,
features=None,
language=None,
stroke_width=0,
):
"""
Returns width and height (in pixels) of given text if rendered in font
with provided direction, features, and language, while respecting
newline characters.
:param text: Text to measure.
:param direction: Direction of the text. It can be 'rtl' (right to
left), 'ltr' (left to right) or 'ttb' (top to bottom).
Requires libraqm.
:param spacing: The vertical gap between lines, defaulting to 4 pixels.
:param features: A list of OpenType font features to be used during text
layout. This is usually used to turn on optional
font features that are not enabled by default,
for example 'dlig' or 'ss01', but can be also
used to turn off default font features for
example '-liga' to disable ligatures or '-kern'
to disable kerning. To get all supported
features, see
https://docs.microsoft.com/en-us/typography/opentype/spec/featurelist
Requires libraqm.
:param language: Language of the text. Different languages may use
different glyph shapes or ligatures. This parameter tells
the font which language the text is in, and to apply the
correct substitutions as appropriate, if available.
It should be a `BCP 47 language code
<https://www.w3.org/International/articles/language-tags/>`
Requires libraqm.
.. versionadded:: 6.0.0
:param stroke_width: The width of the text stroke.
.. versionadded:: 6.2.0
:return: (width, height)
"""
max_width = 0
lines = self._multiline_split(text)
line_spacing = self.getsize("A", stroke_width=stroke_width)[1] + spacing
for line in lines:
line_width, line_height = self.getsize(
line, direction, features, language, stroke_width
)
max_width = max(max_width, line_width)
return max_width, len(lines) * line_spacing - spacing
def getoffset(self, text):
"""
Returns the offset of given text. This is the gap between the
starting coordinate and the first marking. Note that this gap is
included in the result of :py:func:`~PIL.ImageFont.FreeTypeFont.getsize`.
:param text: Text to measure.
:return: A tuple of the x and y offset
"""
return self.font.getsize(text)[1]
def getmask(
self,
text,
mode="",
direction=None,
features=None,
language=None,
stroke_width=0,
):
"""
Create a bitmap for the text.
If the font uses antialiasing, the bitmap should have mode ``L`` and use a
maximum value of 255. Otherwise, it should have mode ``1``.
:param text: Text to render.
:param mode: Used by some graphics drivers to indicate what mode the
driver prefers; if empty, the renderer may return either
mode. Note that the mode is always a string, to simplify
C-level implementations.
.. versionadded:: 1.1.5
:param direction: Direction of the text. It can be 'rtl' (right to
left), 'ltr' (left to right) or 'ttb' (top to bottom).
Requires libraqm.
.. versionadded:: 4.2.0
:param features: A list of OpenType font features to be used during text
layout. This is usually used to turn on optional
font features that are not enabled by default,
for example 'dlig' or 'ss01', but can be also
used to turn off default font features for
example '-liga' to disable ligatures or '-kern'
to disable kerning. To get all supported
features, see
https://docs.microsoft.com/en-us/typography/opentype/spec/featurelist
Requires libraqm.
.. versionadded:: 4.2.0
:param language: Language of the text. Different languages may use
different glyph shapes or ligatures. This parameter tells
the font which language the text is in, and to apply the
correct substitutions as appropriate, if available.
It should be a `BCP 47 language code
<https://www.w3.org/International/articles/language-tags/>`
Requires libraqm.
.. versionadded:: 6.0.0
:param stroke_width: The width of the text stroke.
.. versionadded:: 6.2.0
:return: An internal PIL storage memory instance as defined by the
:py:mod:`PIL.Image.core` interface module.
"""
return self.getmask2(
text,
mode,
direction=direction,
features=features,
language=language,
stroke_width=stroke_width,
)[0]
def getmask2(
self,
text,
mode="",
fill=Image.core.fill,
direction=None,
features=None,
language=None,
stroke_width=0,
*args,
**kwargs
):
"""
Create a bitmap for the text.
If the font uses antialiasing, the bitmap should have mode ``L`` and use a
maximum value of 255. Otherwise, it should have mode ``1``.
:param text: Text to render.
:param mode: Used by some graphics drivers to indicate what mode the
driver prefers; if empty, the renderer may return either
mode. Note that the mode is always a string, to simplify
C-level implementations.
.. versionadded:: 1.1.5
:param direction: Direction of the text. It can be 'rtl' (right to
left), 'ltr' (left to right) or 'ttb' (top to bottom).
Requires libraqm.
.. versionadded:: 4.2.0
:param features: A list of OpenType font features to be used during text
layout. This is usually used to turn on optional
font features that are not enabled by default,
for example 'dlig' or 'ss01', but can be also
used to turn off default font features for
example '-liga' to disable ligatures or '-kern'
to disable kerning. To get all supported
features, see
https://docs.microsoft.com/en-us/typography/opentype/spec/featurelist
Requires libraqm.
.. versionadded:: 4.2.0
:param language: Language of the text. Different languages may use
different glyph shapes or ligatures. This parameter tells
the font which language the text is in, and to apply the
correct substitutions as appropriate, if available.
It should be a `BCP 47 language code
<https://www.w3.org/International/articles/language-tags/>`
Requires libraqm.
.. versionadded:: 6.0.0
:param stroke_width: The width of the text stroke.
.. versionadded:: 6.2.0
:return: A tuple of an internal PIL storage memory instance as defined by the
:py:mod:`PIL.Image.core` interface module, and the text offset, the
gap between the starting coordinate and the first marking
"""
size, offset = self.font.getsize(text, direction, features, language)
size = size[0] + stroke_width * 2, size[1] + stroke_width * 2
im = fill("L", size, 0)
self.font.render(
text, im.id, mode == "1", direction, features, language, stroke_width
)
return im, offset
def font_variant(
self, font=None, size=None, index=None, encoding=None, layout_engine=None
):
"""
Create a copy of this FreeTypeFont object,
using any specified arguments to override the settings.
Parameters are identical to the parameters used to initialize this
object.
:return: A FreeTypeFont object.
"""
return FreeTypeFont(
font=self.path if font is None else font,
size=self.size if size is None else size,
index=self.index if index is None else index,
encoding=self.encoding if encoding is None else encoding,
layout_engine=layout_engine or self.layout_engine,
)
def get_variation_names(self):
"""
:returns: A list of the named styles in a variation font.
:exception IOError: If the font is not a variation font.
"""
try:
names = self.font.getvarnames()
except AttributeError:
raise NotImplementedError("FreeType 2.9.1 or greater is required")
return [name.replace(b"\x00", b"") for name in names]
def set_variation_by_name(self, name):
"""
:param name: The name of the style.
:exception IOError: If the font is not a variation font.
"""
names = self.get_variation_names()
if not isinstance(name, bytes):
name = name.encode()
index = names.index(name)
if index == getattr(self, "_last_variation_index", None):
# When the same name is set twice in a row,
# there is an 'unknown freetype error'
# https://savannah.nongnu.org/bugs/?56186
return
self._last_variation_index = index
self.font.setvarname(index)
def get_variation_axes(self):
"""
:returns: A list of the axes in a variation font.
:exception IOError: If the font is not a variation font.
"""
try:
axes = self.font.getvaraxes()
except AttributeError:
raise NotImplementedError("FreeType 2.9.1 or greater is required")
for axis in axes:
axis["name"] = axis["name"].replace(b"\x00", b"")
return axes
def set_variation_by_axes(self, axes):
"""
:param axes: A list of values for each axis.
:exception IOError: If the font is not a variation font.
"""
try:
self.font.setvaraxes(axes)
except AttributeError:
raise NotImplementedError("FreeType 2.9.1 or greater is required")
class TransposedFont:
"Wrapper for writing rotated or mirrored text"
def __init__(self, font, orientation=None):
"""
Wrapper that creates a transposed font from any existing font
object.
:param font: A font object.
:param orientation: An optional orientation. If given, this should
be one of Image.FLIP_LEFT_RIGHT, Image.FLIP_TOP_BOTTOM,
Image.ROTATE_90, Image.ROTATE_180, or Image.ROTATE_270.
"""
self.font = font
self.orientation = orientation # any 'transpose' argument, or None
def getsize(self, text, *args, **kwargs):
w, h = self.font.getsize(text)
if self.orientation in (Image.ROTATE_90, Image.ROTATE_270):
return h, w
return w, h
def getmask(self, text, mode="", *args, **kwargs):
im = self.font.getmask(text, mode, *args, **kwargs)
if self.orientation is not None:
return im.transpose(self.orientation)
return im
def load(filename):
"""
Load a font file. This function loads a font object from the given
bitmap font file, and returns the corresponding font object.
:param filename: Name of font file.
:return: A font object.
:exception IOError: If the file could not be read.
"""
f = ImageFont()
f._load_pilfont(filename)
return f
def truetype(font=None, size=10, index=0, encoding="", layout_engine=None):
"""
Load a TrueType or OpenType font from a file or file-like object,
and create a font object.
This function loads a font object from the given file or file-like
object, and creates a font object for a font of the given size.
Pillow uses FreeType to open font files. If you are opening many fonts
simultaneously on Windows, be aware that Windows limits the number of files
that can be open in C at once to 512. If you approach that limit, an
``OSError`` may be thrown, reporting that FreeType "cannot open resource".
This function requires the _imagingft service.
:param font: A filename or file-like object containing a TrueType font.
If the file is not found in this filename, the loader may also
search in other directories, such as the :file:`fonts/`
directory on Windows or :file:`/Library/Fonts/`,
:file:`/System/Library/Fonts/` and :file:`~/Library/Fonts/` on
macOS.
:param size: The requested size, in points.
:param index: Which font face to load (default is first available face).
:param encoding: Which font encoding to use (default is Unicode). Possible
encodings include (see the FreeType documentation for more
information):
* "unic" (Unicode)
* "symb" (Microsoft Symbol)
* "ADOB" (Adobe Standard)
* "ADBE" (Adobe Expert)
* "ADBC" (Adobe Custom)
* "armn" (Apple Roman)
* "sjis" (Shift JIS)
* "gb " (PRC)
* "big5"
* "wans" (Extended Wansung)
* "joha" (Johab)
* "lat1" (Latin-1)
This specifies the character set to use. It does not alter the
encoding of any text provided in subsequent operations.
:param layout_engine: Which layout engine to use, if available:
`ImageFont.LAYOUT_BASIC` or `ImageFont.LAYOUT_RAQM`.
:return: A font object.
:exception IOError: If the file could not be read.
"""
def freetype(font):
return FreeTypeFont(font, size, index, encoding, layout_engine)
try:
return freetype(font)
except OSError:
if not isPath(font):
raise
ttf_filename = os.path.basename(font)
dirs = []
if sys.platform == "win32":
# check the windows font repository
# NOTE: must use uppercase WINDIR, to work around bugs in
# 1.5.2's os.environ.get()
windir = os.environ.get("WINDIR")
if windir:
dirs.append(os.path.join(windir, "fonts"))
elif sys.platform in ("linux", "linux2"):
lindirs = os.environ.get("XDG_DATA_DIRS", "")
if not lindirs:
# According to the freedesktop spec, XDG_DATA_DIRS should
# default to /usr/share
lindirs = "/usr/share"
dirs += [os.path.join(lindir, "fonts") for lindir in lindirs.split(":")]
elif sys.platform == "darwin":
dirs += [
"/Library/Fonts",
"/System/Library/Fonts",
os.path.expanduser("~/Library/Fonts"),
]
ext = os.path.splitext(ttf_filename)[1]
first_font_with_a_different_extension = None
for directory in dirs:
for walkroot, walkdir, walkfilenames in os.walk(directory):
for walkfilename in walkfilenames:
if ext and walkfilename == ttf_filename:
return freetype(os.path.join(walkroot, walkfilename))
elif not ext and os.path.splitext(walkfilename)[0] == ttf_filename:
fontpath = os.path.join(walkroot, walkfilename)
if os.path.splitext(fontpath)[1] == ".ttf":
return freetype(fontpath)
if not ext and first_font_with_a_different_extension is None:
first_font_with_a_different_extension = fontpath
if first_font_with_a_different_extension:
return freetype(first_font_with_a_different_extension)
raise
def load_path(filename):
"""
Load font file. Same as :py:func:`~PIL.ImageFont.load`, but searches for a
bitmap font along the Python path.
:param filename: Name of font file.
:return: A font object.
:exception IOError: If the file could not be read.
"""
for directory in sys.path:
if isDirectory(directory):
if not isinstance(filename, str):
filename = filename.decode("utf-8")
try:
return load(os.path.join(directory, filename))
except OSError:
pass
raise OSError("cannot find font file")
def load_default():
"""Load a "better than nothing" default font.
.. versionadded:: 1.1.4
:return: A font object.
"""
f = ImageFont()
f._load_pilfont_data(
# courB08
BytesIO(
base64.b64decode(
b"""
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AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAA
AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAA
AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAA
AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAA
AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAA
AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAA
AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAA
AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAA
AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAA
AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAA
AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAYAAAAA//8AAQAAAAAAAAABAAEA
BgAAAAH/+gADAAAAAQAAAAMABgAGAAAAAf/6AAT//QADAAAABgADAAYAAAAA//kABQABAAYAAAAL
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AAAbAAYABgAAAAH/+QAE//wAGwAAAB4AAwAGAAAAAf/5AAQAAQAeAAAAIQAIAAYAAAAB//kABAAB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)
),
Image.open(
BytesIO(
base64.b64decode(
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)
)
),
)
return f