""" This module supports embedded TeX expressions in matplotlib via dvipng and dvips for the raster and postscript backends. The tex and dvipng/dvips information is cached in ~/.matplotlib/tex.cache for reuse between sessions Requirements: * latex * \\*Agg backends: dvipng>=1.6 * PS backend: psfrag, dvips, and Ghostscript>=8.60 Backends: * \\*Agg * PS * PDF For raster output, you can get RGBA numpy arrays from TeX expressions as follows:: texmanager = TexManager() s = ('\\TeX\\ is Number ' '$\\displaystyle\\sum_{n=1}^\\infty\\frac{-e^{i\\pi}}{2^n}$!') Z = texmanager.get_rgba(s, fontsize=12, dpi=80, rgb=(1,0,0)) To enable tex rendering of all text in your matplotlib figure, set text.usetex in your matplotlibrc file or include these two lines in your script:: from matplotlib import rc rc('text', usetex=True) """ from __future__ import (absolute_import, division, print_function, unicode_literals) import six import copy import glob import os import shutil import sys import warnings from hashlib import md5 import distutils.version import numpy as np import matplotlib as mpl from matplotlib import rcParams from matplotlib._png import read_png from matplotlib.cbook import mkdirs, Locked from matplotlib.compat.subprocess import subprocess, Popen, PIPE, STDOUT import matplotlib.dviread as dviread import re DEBUG = False if sys.platform.startswith('win'): cmd_split = '&' else: cmd_split = ';' @mpl.cbook.deprecated("2.1") def dvipng_hack_alpha(): try: p = Popen([str('dvipng'), '-version'], stdin=PIPE, stdout=PIPE, stderr=STDOUT, close_fds=(sys.platform != 'win32')) stdout, stderr = p.communicate() except OSError: mpl.verbose.report('No dvipng was found', 'helpful') return False lines = stdout.decode(sys.getdefaultencoding()).split('\n') for line in lines: if line.startswith('dvipng '): version = line.split()[-1] mpl.verbose.report('Found dvipng version %s' % version, 'helpful') version = distutils.version.LooseVersion(version) return version < distutils.version.LooseVersion('1.6') mpl.verbose.report('Unexpected response from dvipng -version', 'helpful') return False class TexManager(object): """ Convert strings to dvi files using TeX, caching the results to a working dir """ oldpath = mpl.get_home() if oldpath is None: oldpath = mpl.get_data_path() oldcache = os.path.join(oldpath, '.tex.cache') cachedir = mpl.get_cachedir() if cachedir is not None: texcache = os.path.join(cachedir, 'tex.cache') else: # Should only happen in a restricted environment (such as Google App # Engine). Deal with this gracefully by not creating a cache directory. texcache = None if os.path.exists(oldcache): if texcache is not None: try: shutil.move(oldcache, texcache) except IOError as e: warnings.warn('File could not be renamed: %s' % e) else: warnings.warn("""\ Found a TeX cache dir in the deprecated location "%s". Moving it to the new default location "%s".""" % (oldcache, texcache)) else: warnings.warn("""\ Could not rename old TeX cache dir "%s": a suitable configuration directory could not be found.""" % oldcache) if texcache is not None: mkdirs(texcache) # mappable cache of rgba_arrayd = {} grey_arrayd = {} postscriptd = {} pscnt = 0 serif = ('cmr', '') sans_serif = ('cmss', '') monospace = ('cmtt', '') cursive = ('pzc', '\\usepackage{chancery}') font_family = 'serif' font_families = ('serif', 'sans-serif', 'cursive', 'monospace') font_info = {'new century schoolbook': ('pnc', r'\renewcommand{\rmdefault}{pnc}'), 'bookman': ('pbk', r'\renewcommand{\rmdefault}{pbk}'), 'times': ('ptm', '\\usepackage{mathptmx}'), 'palatino': ('ppl', '\\usepackage{mathpazo}'), 'zapf chancery': ('pzc', '\\usepackage{chancery}'), 'cursive': ('pzc', '\\usepackage{chancery}'), 'charter': ('pch', '\\usepackage{charter}'), 'serif': ('cmr', ''), 'sans-serif': ('cmss', ''), 'helvetica': ('phv', '\\usepackage{helvet}'), 'avant garde': ('pag', '\\usepackage{avant}'), 'courier': ('pcr', '\\usepackage{courier}'), 'monospace': ('cmtt', ''), 'computer modern roman': ('cmr', ''), 'computer modern sans serif': ('cmss', ''), 'computer modern typewriter': ('cmtt', '')} _rc_cache = None _rc_cache_keys = (('text.latex.preamble', ) + tuple(['font.' + n for n in ('family', ) + font_families])) def __init__(self): if self.texcache is None: raise RuntimeError( ('Cannot create TexManager, as there is no cache directory ' 'available')) mkdirs(self.texcache) ff = rcParams['font.family'] if len(ff) == 1 and ff[0].lower() in self.font_families: self.font_family = ff[0].lower() elif isinstance(ff, six.string_types) and ff.lower() in self.font_families: self.font_family = ff.lower() else: mpl.verbose.report( 'font.family must be one of (%s) when text.usetex is True. ' 'serif will be used by default.' % ', '.join(self.font_families), 'helpful') self.font_family = 'serif' fontconfig = [self.font_family] for font_family, font_family_attr in [(ff, ff.replace('-', '_')) for ff in self.font_families]: for font in rcParams['font.' + font_family]: if font.lower() in self.font_info: setattr(self, font_family_attr, self.font_info[font.lower()]) if DEBUG: print('family: %s, font: %s, info: %s' % (font_family, font, self.font_info[font.lower()])) break else: if DEBUG: print('$s font is not compatible with usetex') else: mpl.verbose.report('No LaTeX-compatible font found for the ' '%s font family in rcParams. Using ' 'default.' % font_family, 'helpful') setattr(self, font_family_attr, self.font_info[font_family]) fontconfig.append(getattr(self, font_family_attr)[0]) # Add a hash of the latex preamble to self._fontconfig so that the # correct png is selected for strings rendered with same font and dpi # even if the latex preamble changes within the session preamble_bytes = six.text_type(self.get_custom_preamble()).encode('utf-8') fontconfig.append(md5(preamble_bytes).hexdigest()) self._fontconfig = ''.join(fontconfig) # The following packages and commands need to be included in the latex # file's preamble: cmd = [self.serif[1], self.sans_serif[1], self.monospace[1]] if self.font_family == 'cursive': cmd.append(self.cursive[1]) while '\\usepackage{type1cm}' in cmd: cmd.remove('\\usepackage{type1cm}') cmd = '\n'.join(cmd) self._font_preamble = '\n'.join(['\\usepackage{type1cm}', cmd, '\\usepackage{textcomp}']) def get_basefile(self, tex, fontsize, dpi=None): """ returns a filename based on a hash of the string, fontsize, and dpi """ s = ''.join([tex, self.get_font_config(), '%f' % fontsize, self.get_custom_preamble(), str(dpi or '')]) # make sure hash is consistent for all strings, regardless of encoding: bytes = six.text_type(s).encode('utf-8') return os.path.join(self.texcache, md5(bytes).hexdigest()) def get_font_config(self): """Reinitializes self if relevant rcParams on have changed.""" if self._rc_cache is None: self._rc_cache = dict.fromkeys(self._rc_cache_keys) changed = [par for par in self._rc_cache_keys if rcParams[par] != self._rc_cache[par]] if changed: if DEBUG: print('DEBUG following keys changed:', changed) for k in changed: if DEBUG: print('DEBUG %-20s: %-10s -> %-10s' % (k, self._rc_cache[k], rcParams[k])) # deepcopy may not be necessary, but feels more future-proof self._rc_cache[k] = copy.deepcopy(rcParams[k]) if DEBUG: print('DEBUG RE-INIT\nold fontconfig:', self._fontconfig) self.__init__() if DEBUG: print('DEBUG fontconfig:', self._fontconfig) return self._fontconfig def get_font_preamble(self): """ returns a string containing font configuration for the tex preamble """ return self._font_preamble def get_custom_preamble(self): """returns a string containing user additions to the tex preamble""" return '\n'.join(rcParams['text.latex.preamble']) def make_tex(self, tex, fontsize): """ Generate a tex file to render the tex string at a specific font size returns the file name """ basefile = self.get_basefile(tex, fontsize) texfile = '%s.tex' % basefile custom_preamble = self.get_custom_preamble() fontcmd = {'sans-serif': r'{\sffamily %s}', 'monospace': r'{\ttfamily %s}'}.get(self.font_family, r'{\rmfamily %s}') tex = fontcmd % tex if rcParams['text.latex.unicode']: unicode_preamble = """\\usepackage{ucs} \\usepackage[utf8x]{inputenc}""" else: unicode_preamble = '' s = """\\documentclass{article} %s %s %s \\usepackage[papersize={72in,72in},body={70in,70in},margin={1in,1in}]{geometry} \\pagestyle{empty} \\begin{document} \\fontsize{%f}{%f}%s \\end{document} """ % (self._font_preamble, unicode_preamble, custom_preamble, fontsize, fontsize * 1.25, tex) with open(texfile, 'wb') as fh: if rcParams['text.latex.unicode']: fh.write(s.encode('utf8')) else: try: fh.write(s.encode('ascii')) except UnicodeEncodeError as err: mpl.verbose.report("You are using unicode and latex, but " "have not enabled the matplotlib " "'text.latex.unicode' rcParam.", 'helpful') raise return texfile _re_vbox = re.compile( r"MatplotlibBox:\(([\d.]+)pt\+([\d.]+)pt\)x([\d.]+)pt") def make_tex_preview(self, tex, fontsize): """ Generate a tex file to render the tex string at a specific font size. It uses the preview.sty to determine the dimension (width, height, descent) of the output. returns the file name """ basefile = self.get_basefile(tex, fontsize) texfile = '%s.tex' % basefile custom_preamble = self.get_custom_preamble() fontcmd = {'sans-serif': r'{\sffamily %s}', 'monospace': r'{\ttfamily %s}'}.get(self.font_family, r'{\rmfamily %s}') tex = fontcmd % tex if rcParams['text.latex.unicode']: unicode_preamble = """\\usepackage{ucs} \\usepackage[utf8x]{inputenc}""" else: unicode_preamble = '' # newbox, setbox, immediate, etc. are used to find the box # extent of the rendered text. s = """\\documentclass{article} %s %s %s \\usepackage[active,showbox,tightpage]{preview} \\usepackage[papersize={72in,72in},body={70in,70in},margin={1in,1in}]{geometry} %% we override the default showbox as it is treated as an error and makes %% the exit status not zero \\def\\showbox#1{\\immediate\\write16{MatplotlibBox:(\\the\\ht#1+\\the\\dp#1)x\\the\\wd#1}} \\begin{document} \\begin{preview} {\\fontsize{%f}{%f}%s} \\end{preview} \\end{document} """ % (self._font_preamble, unicode_preamble, custom_preamble, fontsize, fontsize * 1.25, tex) with open(texfile, 'wb') as fh: if rcParams['text.latex.unicode']: fh.write(s.encode('utf8')) else: try: fh.write(s.encode('ascii')) except UnicodeEncodeError as err: mpl.verbose.report("You are using unicode and latex, but " "have not enabled the matplotlib " "'text.latex.unicode' rcParam.", 'helpful') raise return texfile def make_dvi(self, tex, fontsize): """ generates a dvi file containing latex's layout of tex string returns the file name """ if rcParams['text.latex.preview']: return self.make_dvi_preview(tex, fontsize) basefile = self.get_basefile(tex, fontsize) dvifile = '%s.dvi' % basefile if DEBUG or not os.path.exists(dvifile): texfile = self.make_tex(tex, fontsize) command = [str("latex"), "-interaction=nonstopmode", os.path.basename(texfile)] mpl.verbose.report(command, 'debug') with Locked(self.texcache): try: report = subprocess.check_output(command, cwd=self.texcache, stderr=subprocess.STDOUT) except subprocess.CalledProcessError as exc: raise RuntimeError( ('LaTeX was not able to process the following ' 'string:\n%s\n\n' 'Here is the full report generated by LaTeX:\n%s ' '\n\n' % (repr(tex.encode('unicode_escape')), exc.output.decode("utf-8")))) mpl.verbose.report(report, 'debug') for fname in glob.glob(basefile + '*'): if fname.endswith('dvi'): pass elif fname.endswith('tex'): pass else: try: os.remove(fname) except OSError: pass return dvifile def make_dvi_preview(self, tex, fontsize): """ generates a dvi file containing latex's layout of tex string. It calls make_tex_preview() method and store the size information (width, height, descent) in a separte file. returns the file name """ basefile = self.get_basefile(tex, fontsize) dvifile = '%s.dvi' % basefile baselinefile = '%s.baseline' % basefile if (DEBUG or not os.path.exists(dvifile) or not os.path.exists(baselinefile)): texfile = self.make_tex_preview(tex, fontsize) command = [str("latex"), "-interaction=nonstopmode", os.path.basename(texfile)] mpl.verbose.report(command, 'debug') try: report = subprocess.check_output(command, cwd=self.texcache, stderr=subprocess.STDOUT) except subprocess.CalledProcessError as exc: raise RuntimeError( ('LaTeX was not able to process the following ' 'string:\n%s\n\n' 'Here is the full report generated by LaTeX:\n%s ' '\n\n' % (repr(tex.encode('unicode_escape')), exc.output.decode("utf-8")))) mpl.verbose.report(report, 'debug') # find the box extent information in the latex output # file and store them in ".baseline" file m = TexManager._re_vbox.search(report.decode("utf-8")) with open(basefile + '.baseline', "w") as fh: fh.write(" ".join(m.groups())) for fname in glob.glob(basefile + '*'): if fname.endswith('dvi'): pass elif fname.endswith('tex'): pass elif fname.endswith('baseline'): pass else: try: os.remove(fname) except OSError: pass return dvifile def make_png(self, tex, fontsize, dpi): """ generates a png file containing latex's rendering of tex string returns the filename """ basefile = self.get_basefile(tex, fontsize, dpi) pngfile = '%s.png' % basefile # see get_rgba for a discussion of the background if DEBUG or not os.path.exists(pngfile): dvifile = self.make_dvi(tex, fontsize) command = [str("dvipng"), "-bg", "Transparent", "-D", str(dpi), "-T", "tight", "-o", os.path.basename(pngfile), os.path.basename(dvifile)] mpl.verbose.report(command, 'debug') try: report = subprocess.check_output(command, cwd=self.texcache, stderr=subprocess.STDOUT) except subprocess.CalledProcessError as exc: raise RuntimeError( ('dvipng was not able to process the following ' 'string:\n%s\n\n' 'Here is the full report generated by dvipng:\n%s ' '\n\n' % (repr(tex.encode('unicode_escape')), exc.output.decode("utf-8")))) mpl.verbose.report(report, 'debug') return pngfile def make_ps(self, tex, fontsize): """ generates a postscript file containing latex's rendering of tex string returns the file name """ basefile = self.get_basefile(tex, fontsize) psfile = '%s.epsf' % basefile if DEBUG or not os.path.exists(psfile): dvifile = self.make_dvi(tex, fontsize) command = [str("dvips"), "-q", "-E", "-o", os.path.basename(psfile), os.path.basename(dvifile)] mpl.verbose.report(command, 'debug') try: report = subprocess.check_output(command, cwd=self.texcache, stderr=subprocess.STDOUT) except subprocess.CalledProcessError as exc: raise RuntimeError( ('dvips was not able to process the following ' 'string:\n%s\n\n' 'Here is the full report generated by dvips:\n%s ' '\n\n' % (repr(tex.encode('unicode_escape')), exc.output.decode("utf-8")))) mpl.verbose.report(report, 'debug') return psfile def get_ps_bbox(self, tex, fontsize): """ returns a list containing the postscript bounding box for latex's rendering of the tex string """ psfile = self.make_ps(tex, fontsize) with open(psfile) as ps: for line in ps: if line.startswith('%%BoundingBox:'): return [int(val) for val in line.split()[1:]] raise RuntimeError('Could not parse %s' % psfile) def get_grey(self, tex, fontsize=None, dpi=None): """returns the alpha channel""" key = tex, self.get_font_config(), fontsize, dpi alpha = self.grey_arrayd.get(key) if alpha is None: pngfile = self.make_png(tex, fontsize, dpi) X = read_png(os.path.join(self.texcache, pngfile)) self.grey_arrayd[key] = alpha = X[:, :, -1] return alpha def get_rgba(self, tex, fontsize=None, dpi=None, rgb=(0, 0, 0)): """ Returns latex's rendering of the tex string as an rgba array """ if not fontsize: fontsize = rcParams['font.size'] if not dpi: dpi = rcParams['savefig.dpi'] r, g, b = rgb key = tex, self.get_font_config(), fontsize, dpi, tuple(rgb) Z = self.rgba_arrayd.get(key) if Z is None: alpha = self.get_grey(tex, fontsize, dpi) Z = np.zeros((alpha.shape[0], alpha.shape[1], 4), float) Z[:, :, 0] = r Z[:, :, 1] = g Z[:, :, 2] = b Z[:, :, 3] = alpha self.rgba_arrayd[key] = Z return Z def get_text_width_height_descent(self, tex, fontsize, renderer=None): """ return width, heigth and descent of the text. """ if tex.strip() == '': return 0, 0, 0 if renderer: dpi_fraction = renderer.points_to_pixels(1.) else: dpi_fraction = 1. if rcParams['text.latex.preview']: # use preview.sty basefile = self.get_basefile(tex, fontsize) baselinefile = '%s.baseline' % basefile if DEBUG or not os.path.exists(baselinefile): dvifile = self.make_dvi_preview(tex, fontsize) with open(baselinefile) as fh: l = fh.read().split() height, depth, width = [float(l1) * dpi_fraction for l1 in l] return width, height + depth, depth else: # use dviread. It sometimes returns a wrong descent. dvifile = self.make_dvi(tex, fontsize) with dviread.Dvi(dvifile, 72 * dpi_fraction) as dvi: page = next(iter(dvi)) # A total height (including the descent) needs to be returned. return page.width, page.height + page.descent, page.descent