CODEWITHSUNDEEP
pythonmatplotlibfonts
mijc
mijc

Reputation: 1189

Using different font (Gentium) for Matplotlib plots

I'm trying to use Gentium Plus as the main font in matplotlib, especially for the numbers. The following works in order to use Palatino for everything, which is fine for the math font.

import matplotlib.pyplot as plt
font = {'family': 'serif', 'serif': ['Palatino'], 'size': 10}
plt.rc('font', **font)
plt.rc('text', usetex=True)

But I would like to have Gentium Plus for the text font and numbers. Is this possible?

Upvotes: 2

Views: 2009

Answers (2)

mijc
mijc

Reputation: 1189

Thanks to Denduluri I found the name for Gentium

import matplotlib
import matplotlib.pyplot as plt
font = {'family': 'serif', 'serif': ['Gentium Basic'], 'size': 10}
plt.rc('font', **font)
matplotlib.rcParams['mathtext.fontset'] = 'custom'
matplotlib.rcParams['mathtext.rm'] = 'Gentium Basic'
matplotlib.rcParams['mathtext.it'] = 'Gentium Basic:italic'
matplotlib.rcParams['mathtext.bf'] = 'Gentium Basic:bold'

However, if you're using TeX for math formulas you probably need to use a different font than Gentium and in order to have the same style for the numbers you need to redefine them.

from matplotlib.backends.backend_pgf import FigureCanvasPgf
matplotlib.backend_bases.register_backend('pdf', FigureCanvasPgf)

pgf_with_custom_preamble = {
"font.family": "serif", # use serif/main font for text elements
"text.usetex": True,    # use inline math for ticks
"pgf.preamble": [
    "\\usepackage{mathpazo}",
    "\\usepackage{gentium}",
    "\\DeclareSymbolFont{sfnumbers}{T1}{gentium}{m}{n}",
    "\\SetSymbolFont{sfnumbers}{bold}{T1}{gentium}{bx}{n}",
    "\\DeclareMathSymbol{0}\mathalpha{sfnumbers}{\"30}",
    "\\DeclareMathSymbol{1}\mathalpha{sfnumbers}{\"31}",
    "\\DeclareMathSymbol{2}\mathalpha{sfnumbers}{\"32}",
    "\\DeclareMathSymbol{3}\mathalpha{sfnumbers}{\"33}",
    "\\DeclareMathSymbol{4}\mathalpha{sfnumbers}{\"34}",
    "\\DeclareMathSymbol{5}\mathalpha{sfnumbers}{\"35}",
    "\\DeclareMathSymbol{6}\mathalpha{sfnumbers}{\"36}",
    "\\DeclareMathSymbol{7}\mathalpha{sfnumbers}{\"37}",
    "\\DeclareMathSymbol{8}\mathalpha{sfnumbers}{\"38}",
    "\\DeclareMathSymbol{9}\mathalpha{sfnumbers}{\"39}",
    "\\DeclareMathSymbol{,}\mathalpha{sfnumbers}{\"2C}"
    ]
}
matplotlib.rcParams.update(pgf_with_custom_preamble)

Upvotes: 0

DENDULURI CHAITANYA
DENDULURI CHAITANYA

Reputation: 309

You can check the available fonts in matplotlib by the following..

import matplotlib.font_manager
list = matplotlib.font_manager.get_fontconfig_fonts()
names = [matplotlib.font_manager.FontProperties(fname=fname).get_name() for fname in list]
print names

To check for more options you can check the documentation

Upvotes: 1

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