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.. _tutorial-printing:
==========
Printing
==========
As we have already seen, SymPy can pretty print its output using Unicode
characters. This is a short introduction to the most common printing options
available in SymPy.
Printers
========
There are several printers available in SymPy. The most common ones are
- str
- srepr
- ASCII pretty printer
- Unicode pretty printer
- LaTeX
- MathML
- Dot
In addition to these, there are also "printers" that can output SymPy objects
to code, such as C, Fortran, Javascript, Theano, and Python. These are not
discussed in this tutorial.
Setting up Pretty Printing
==========================
If all you want is the best pretty printing, use the ``init_printing()``
function. This will automatically enable the best printer available in your
environment.
>>> from sympy import init_printing
>>> init_printing() # doctest: +SKIP
If you plan to work in an interactive calculator-type session, the
``init_session()`` function will automatically import everything in SymPy,
create some common Symbols, setup plotting, and run ``init_printing()``.
>>> from sympy import init_session
>>> init_session() # doctest: +SKIP
::
Python console for SymPy 1.13.0 (Python 3.12.4-64-bit) (ground types: gmpy)
These commands were executed:
>>> from sympy import *
>>> x, y, z, t = symbols('x y z t')
>>> k, m, n = symbols('k m n', integer=True)
>>> f, g, h = symbols('f g h', cls=Function)
>>> init_printing() # doctest: +SKIP
Documentation can be found at https://docs.sympy.org/1.13.0/
>>>
In any case, this is what will happen:
- In the IPython QTConsole, if `\mathrm{\LaTeX}` is installed, it will enable a printer
that uses `\mathrm{\LaTeX}`.
.. image:: ../../pics/ipythonqtconsole.png
:height: 500
If `\mathrm{\LaTeX}` is not installed, but Matplotlib is installed, it will use the
Matplotlib rendering engine. If Matplotlib is not installed, it uses the
Unicode pretty printer.
- In the IPython notebook, it will use MathJax to render `\mathrm{\LaTeX}`.
.. image:: ../../pics/ipythonnotebook.png
:height: 250
- In an IPython console session, or a regular Python session, it will use the
Unicode pretty printer if the terminal supports Unicode.
.. image:: ../../pics/consoleunicode.png
:width: 700
- In a terminal that does not support Unicode, the ASCII pretty printer is
used.
.. image:: ../../pics/consoleascii.png
:width: 700
To explicitly not use `\mathrm{\LaTeX}`, pass ``use_latex=False`` to ``init_printing()``
or ``init_session()``. To explicitly not use Unicode, pass
``use_unicode=False``.
Printing Functions
==================
In addition to automatic printing, you can explicitly use any one of the
printers by calling the appropriate function.
str
---
To get a string form of an expression, use ``str(expr)``. This is also the
form that is produced by ``print(expr)``. String forms are designed to be
easy to read, but in a form that is correct Python syntax so that it can be
copied and pasted. The ``str()`` form of an expression will usually look
exactly the same as the expression as you would enter it.
>>> from sympy import *
>>> x, y, z = symbols('x y z')
>>> str(Integral(sqrt(1/x), x))
'Integral(sqrt(1/x), x)'
>>> print(Integral(sqrt(1/x), x))
Integral(sqrt(1/x), x)
srepr
-----
The srepr form of an expression is designed to show the exact form of an
expression. It will be discussed more in the :ref:`tutorial-manipulation`
section. To get it, use ``srepr()`` [#srepr-fn]_.
>>> srepr(Integral(sqrt(1/x), x))
"Integral(Pow(Pow(Symbol('x'), Integer(-1)), Rational(1, 2)), Tuple(Symbol('x')))"
The srepr form is mostly useful for understanding how an expression is built
internally.
ASCII Pretty Printer
--------------------
The ASCII pretty printer is accessed from ``pprint()``. If the terminal does
not support Unicode, the ASCII printer is used by default. Otherwise, you
must pass ``use_unicode=False``.
>>> pprint(Integral(sqrt(1/x), x), use_unicode=False)
/
|
| ___
| / 1
| / - dx
| \/ x
|
/
``pprint()`` prints the output to the screen. If you want the string form,
use ``pretty()``.
>>> pretty(Integral(sqrt(1/x), x), use_unicode=False)
' / \n | \n | ___ \n | / 1 \n | / - dx\n | \\/ x \n | \n/ '
>>> print(pretty(Integral(sqrt(1/x), x), use_unicode=False))
/
|
| ___
| / 1
| / - dx
| \/ x
|
/
Unicode Pretty Printer
----------------------
The Unicode pretty printer is also accessed from ``pprint()`` and
``pretty()``. If the terminal supports Unicode, it is used automatically. If
``pprint()`` is not able to detect that the terminal supports unicode, you can
pass ``use_unicode=True`` to force it to use Unicode.
>>> pprint(Integral(sqrt(1/x), x), use_unicode=True)
⎮ ___
⎮ ╱ 1
⎮ ╱ ─ dx
⎮ ╲╱ x
.. _LaTeX:
`\mathrm{\LaTeX}`
-----------------
To get the `\mathrm{\LaTeX}` form of an expression, use ``latex()``.
>>> print(latex(Integral(sqrt(1/x), x)))
\int \sqrt{\frac{1}{x}}\, dx
The ``latex()`` function has many options to change the formatting of
different things. See :py:meth:`its documentation
<sympy.printing.latex.latex>` for more details.
MathML
------
There is also a printer to MathML, called ``print_mathml()``. It must be
imported from ``sympy.printing.mathml``.
>>> from sympy.printing.mathml import print_mathml
>>> print_mathml(Integral(sqrt(1/x), x))
<apply>
<int/>
<bvar>
<ci>x</ci>
</bvar>
<apply>
<root/>
<apply>
<power/>
<ci>x</ci>
<cn>-1</cn>
</apply>
</apply>
</apply>
``print_mathml()`` prints the output. If you want the string, use the
function ``mathml()``.
Dot
---
The ``dotprint()`` function in ``sympy.printing.dot`` prints output to dot
format, which can be rendered with Graphviz. See the
:ref:`tutorial-manipulation` section for some examples of the output of this
printer.
Here is an example of the raw output of the ``dotprint()`` function
>>> from sympy.printing.dot import dotprint
>>> from sympy.abc import x
>>> print(dotprint(x+2))
digraph{
<BLANKLINE>
# Graph style
"ordering"="out"
"rankdir"="TD"
<BLANKLINE>
#########
# Nodes #
#########
<BLANKLINE>
"Add(Integer(2), Symbol('x'))_()" ["color"="black", "label"="Add", "shape"="ellipse"];
"Integer(2)_(0,)" ["color"="black", "label"="2", "shape"="ellipse"];
"Symbol('x')_(1,)" ["color"="black", "label"="x", "shape"="ellipse"];
<BLANKLINE>
#########
# Edges #
#########
<BLANKLINE>
"Add(Integer(2), Symbol('x'))_()" -> "Integer(2)_(0,)";
"Add(Integer(2), Symbol('x'))_()" -> "Symbol('x')_(1,)";
}
.. rubric:: Footnotes
.. [#srepr-fn] SymPy does not use the Python builtin ``repr()`` function for
repr printing, because in Python ``str(list)`` calls ``repr()`` on the
elements of the list, and some SymPy functions return lists (such as
``solve()``). Since ``srepr()`` is so verbose, it is unlikely that anyone
would want it called by default on the output of ``solve()``.