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TikzPlot to make TikZ/PGFPlots plots with matplotlib.pyplot-like syntax.

Project description

TikzPlot

A clean version of PltToTikz, this time as Python package. Easy to use: only replace import matplotlib.pyplot with this library.

Please let me know if you find any bugs or unexpected behaviour. Examples may be found in repository under tests/ directory.

Installation

NEW: PyPI: pip install tikzplot42. Alternativley, download this package and install using: pip install [path], where [path] is the path to the directory, containing pyproject.toml.

Python usage

Instead of using import matplotlib.pyplot (as plt), use import tikzplot.plots (as plt).

LaTeX requirements

  • \usepackage{tikz},
  • \usepackage{pgfplots},
  • \pgfplotsset{compat=1.18} (may be lower, but compilation is not guaranteed),
  • \usepgfplotslibrary{fillbetween} (if you use fill-between plots),
  • \usepgfplotslibrary{groupplots} (recommended for best results, enabled by default, may be avoided by setting TikzConfig USE_GROUPPLOTS=False),
  • \usepackage{xcolor} (recommended for best colors, works without but needs change of TikzConfig USE_XCOLOR=False),
  • \usepgfplotslibrary{polar} required for polar axis.

Export using plt.savefig("example_graph.tex") (recommended) or plt.show(). Then use the generated file as \input{example_graph.tex}.

Currently implemented:

Some basic plot commands are already implemented with commonly used arguments:

Plotting

  • plot(),
  • scatter(),
  • loglog(),
  • semilogx()/semilogy(),
  • errorbar(),
  • stem(),
  • fill_between(),
  • hlines()/vlines(),
  • historgam(),
  • step(),
  • imshow(),
  • text(),
  • magnify() (used to magnify part of a plot, but Tikz cannot handle fill_between if this one is used, which is a long known issue).

Figures

  • plt.figure() (currently only to give you figure object or to set figsize),
  • plt.subplot(), plt.subplots() (with sharex/sharey fully implemented, projection polar and 3d with basic support),
  • set_size_inches(),
  • delaxes().

Styles

If axes and plot have different name for command with same effect, both are implemented (e.g. plt.xlim() and ax.set_xlim()).

  • grid(),
  • xlabel()/ylabel(),
  • xlim(), ylim(),
  • xscale("log")/yscale("log"),
  • xticks()/yticks(),
  • ax.set_xticklabels()/ax.set_yticklabels(),
  • legend() (basic position control),
  • ax.twinx(),
  • ax.set().

Supported common **kwargs

  • color/c (all matplotlib formats, except color schemes which are not yet implemented),
  • linestyle/ls,
  • linewidth/ls,
  • fmt,
  • marker,
  • marksize/ms,
  • alpha,
  • label.

Colorbars

Colorbars and colormaps are implemented a bit differently than in matplotlib (simplified):

  • if you use imshow(), you may use its return in Colorbar() (which you have to import as from tikzplot import Colorbar),
  • you may use Colorbar(axis, cmap, lower, upper, ...) for manual colorbar. Additional kwargs may also be used by imshow() return,
  • note that only one colorbar/colormap per axis is allowed (also if you use scatter with colormap/colorbar).

TikzConfig

For plot configurations (default sizes, paddings, etc.), use from tikzplot import TikzConfig:

  • modifyParam(PARAM=value) (for runtime session setting),
  • setPermanent(PARAM=value) (for user defined default value). Currently supported parameters are listed with their default values in src/tikzplot/config.py.

More features coming soon...

  • basic color schemes,
  • improved 3D plots (currently only basic support: plot, errorbar, fill_between, scatter, plot_wireframe, plot_surface),
  • ...

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