cpu-diffusers.upgrade-tmp/venv/lib/python3.10/site-packages/sympy/printing/dot.py

from sympy.core.basic import Basic
from sympy.core.expr import Expr
from sympy.core.symbol import Symbol
from sympy.core.numbers import Integer, Rational, Float
from sympy.printing.repr import srepr

__all__ = ['dotprint']

default_styles = (
    (Basic, {'color': 'blue', 'shape': 'ellipse'}),
    (Expr,  {'color': 'black'})
)

slotClasses = (Symbol, Integer, Rational, Float)
def purestr(x, with_args=False):
    """A string that follows ```obj = type(obj)(*obj.args)``` exactly.

    Parameters
    ==========

    with_args : boolean, optional
        If ``True``, there will be a second argument for the return
        value, which is a tuple containing ``purestr`` applied to each
        of the subnodes.

        If ``False``, there will not be a second argument for the
        return.

        Default is ``False``

    Examples
    ========

    >>> from sympy import Float, Symbol, MatrixSymbol
    >>> from sympy import Integer # noqa: F401
    >>> from sympy.core.symbol import Str # noqa: F401
    >>> from sympy.printing.dot import purestr

    Applying ``purestr`` for basic symbolic object:
    >>> code = purestr(Symbol('x'))
    >>> code
    "Symbol('x')"
    >>> eval(code) == Symbol('x')
    True

    For basic numeric object:
    >>> purestr(Float(2))
    "Float('2.0', precision=53)"

    For matrix symbol:
    >>> code = purestr(MatrixSymbol('x', 2, 2))
    >>> code
    "MatrixSymbol(Str('x'), Integer(2), Integer(2))"
    >>> eval(code) == MatrixSymbol('x', 2, 2)
    True

    With ``with_args=True``:
    >>> purestr(Float(2), with_args=True)
    ("Float('2.0', precision=53)", ())
    >>> purestr(MatrixSymbol('x', 2, 2), with_args=True)
    ("MatrixSymbol(Str('x'), Integer(2), Integer(2))",
     ("Str('x')", 'Integer(2)', 'Integer(2)'))
    """
    sargs = ()
    if not isinstance(x, Basic):
        rv = str(x)
    elif not x.args:
        rv = srepr(x)
    else:
        args = x.args
        sargs = tuple(map(purestr, args))
        rv = "%s(%s)"%(type(x).__name__, ', '.join(sargs))
    if with_args:
        rv = rv, sargs
    return rv


def styleof(expr, styles=default_styles):
    """ Merge style dictionaries in order

    Examples
    ========

    >>> from sympy import Symbol, Basic, Expr, S
    >>> from sympy.printing.dot import styleof
    >>> styles = [(Basic, {'color': 'blue', 'shape': 'ellipse'}),
    ...           (Expr,  {'color': 'black'})]

    >>> styleof(Basic(S(1)), styles)
    {'color': 'blue', 'shape': 'ellipse'}

    >>> x = Symbol('x')
    >>> styleof(x + 1, styles)  # this is an Expr
    {'color': 'black', 'shape': 'ellipse'}
    """
    style = {}
    for typ, sty in styles:
        if isinstance(expr, typ):
            style.update(sty)
    return style


def attrprint(d, delimiter=', '):
    """ Print a dictionary of attributes

    Examples
    ========

    >>> from sympy.printing.dot import attrprint
    >>> print(attrprint({'color': 'blue', 'shape': 'ellipse'}))
    "color"="blue", "shape"="ellipse"
    """
    return delimiter.join('"%s"="%s"'%item for item in sorted(d.items()))


def dotnode(expr, styles=default_styles, labelfunc=str, pos=(), repeat=True):
    """ String defining a node

    Examples
    ========

    >>> from sympy.printing.dot import dotnode
    >>> from sympy.abc import x
    >>> print(dotnode(x))
    "Symbol('x')_()" ["color"="black", "label"="x", "shape"="ellipse"];
    """
    style = styleof(expr, styles)

    if isinstance(expr, Basic) and not expr.is_Atom:
        label = str(expr.__class__.__name__)
    else:
        label = labelfunc(expr)
    style['label'] = label
    expr_str = purestr(expr)
    if repeat:
        expr_str += '_%s' % str(pos)
    return '"%s" [%s];' % (expr_str, attrprint(style))


def dotedges(expr, atom=lambda x: not isinstance(x, Basic), pos=(), repeat=True):
    """ List of strings for all expr->expr.arg pairs

    See the docstring of dotprint for explanations of the options.

    Examples
    ========

    >>> from sympy.printing.dot import dotedges
    >>> from sympy.abc import x
    >>> for e in dotedges(x+2):
    ...     print(e)
    "Add(Integer(2), Symbol('x'))_()" -> "Integer(2)_(0,)";
    "Add(Integer(2), Symbol('x'))_()" -> "Symbol('x')_(1,)";
    """
    if atom(expr):
        return []
    else:
        expr_str, arg_strs = purestr(expr, with_args=True)
        if repeat:
            expr_str += '_%s' % str(pos)
            arg_strs = ['%s_%s' % (a, str(pos + (i,)))
                for i, a in enumerate(arg_strs)]
        return ['"%s" -> "%s";' % (expr_str, a) for a in arg_strs]

template = \
"""digraph{

# Graph style
%(graphstyle)s

#########
# Nodes #
#########

%(nodes)s

#########
# Edges #
#########

%(edges)s
}"""

_graphstyle = {'rankdir': 'TD', 'ordering': 'out'}

def dotprint(expr,
    styles=default_styles, atom=lambda x: not isinstance(x, Basic),
    maxdepth=None, repeat=True, labelfunc=str, **kwargs):
    """DOT description of a SymPy expression tree

    Parameters
    ==========

    styles : list of lists composed of (Class, mapping), optional
        Styles for different classes.

        The default is

        .. code-block:: python

            (
                (Basic, {'color': 'blue', 'shape': 'ellipse'}),
                (Expr,  {'color': 'black'})
            )

    atom : function, optional
        Function used to determine if an arg is an atom.

        A good choice is ``lambda x: not x.args``.

        The default is ``lambda x: not isinstance(x, Basic)``.

    maxdepth : integer, optional
        The maximum depth.

        The default is ``None``, meaning no limit.

    repeat : boolean, optional
        Whether to use different nodes for common subexpressions.

        The default is ``True``.

        For example, for ``x + x*y`` with ``repeat=True``, it will have
        two nodes for ``x``; with ``repeat=False``, it will have one
        node.

        .. warning::
            Even if a node appears twice in the same object like ``x`` in
            ``Pow(x, x)``, it will still only appear once.
            Hence, with ``repeat=False``, the number of arrows out of an
            object might not equal the number of args it has.

    labelfunc : function, optional
        A function to create a label for a given leaf node.

        The default is ``str``.

        Another good option is ``srepr``.

        For example with ``str``, the leaf nodes of ``x + 1`` are labeled,
        ``x`` and ``1``.  With ``srepr``, they are labeled ``Symbol('x')``
        and ``Integer(1)``.

    **kwargs : optional
        Additional keyword arguments are included as styles for the graph.

    Examples
    ========

    >>> from sympy import dotprint
    >>> from sympy.abc import x
    >>> print(dotprint(x+2)) # doctest: +NORMALIZE_WHITESPACE
    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,)";
    }

    """
    # repeat works by adding a signature tuple to the end of each node for its
    # position in the graph. For example, for expr = Add(x, Pow(x, 2)), the x in the
    # Pow will have the tuple (1, 0), meaning it is expr.args[1].args[0].
    graphstyle = _graphstyle.copy()
    graphstyle.update(kwargs)

    nodes = []
    edges = []
    def traverse(e, depth, pos=()):
        nodes.append(dotnode(e, styles, labelfunc=labelfunc, pos=pos, repeat=repeat))
        if maxdepth and depth >= maxdepth:
            return
        edges.extend(dotedges(e, atom=atom, pos=pos, repeat=repeat))
        [traverse(arg, depth+1, pos + (i,)) for i, arg in enumerate(e.args) if not atom(arg)]
    traverse(expr, 0)

    return template%{'graphstyle': attrprint(graphstyle, delimiter='\n'),
                     'nodes': '\n'.join(nodes),
                     'edges': '\n'.join(edges)}