Traktor/myenv/Lib/site-packages/sympy/printing/c.py
2024-05-26 05:12:46 +02:00

748 lines
26 KiB
Python

"""
C code printer
The C89CodePrinter & C99CodePrinter converts single SymPy expressions into
single C expressions, using the functions defined in math.h where possible.
A complete code generator, which uses ccode extensively, can be found in
sympy.utilities.codegen. The codegen module can be used to generate complete
source code files that are compilable without further modifications.
"""
from __future__ import annotations
from typing import Any
from functools import wraps
from itertools import chain
from sympy.core import S
from sympy.core.numbers import equal_valued
from sympy.codegen.ast import (
Assignment, Pointer, Variable, Declaration, Type,
real, complex_, integer, bool_, float32, float64, float80,
complex64, complex128, intc, value_const, pointer_const,
int8, int16, int32, int64, uint8, uint16, uint32, uint64, untyped,
none
)
from sympy.printing.codeprinter import CodePrinter, requires
from sympy.printing.precedence import precedence, PRECEDENCE
from sympy.sets.fancysets import Range
# These are defined in the other file so we can avoid importing sympy.codegen
# from the top-level 'import sympy'. Export them here as well.
from sympy.printing.codeprinter import ccode, print_ccode # noqa:F401
# dictionary mapping SymPy function to (argument_conditions, C_function).
# Used in C89CodePrinter._print_Function(self)
known_functions_C89 = {
"Abs": [(lambda x: not x.is_integer, "fabs"), (lambda x: x.is_integer, "abs")],
"sin": "sin",
"cos": "cos",
"tan": "tan",
"asin": "asin",
"acos": "acos",
"atan": "atan",
"atan2": "atan2",
"exp": "exp",
"log": "log",
"sinh": "sinh",
"cosh": "cosh",
"tanh": "tanh",
"floor": "floor",
"ceiling": "ceil",
"sqrt": "sqrt", # To enable automatic rewrites
}
known_functions_C99 = dict(known_functions_C89, **{
'exp2': 'exp2',
'expm1': 'expm1',
'log10': 'log10',
'log2': 'log2',
'log1p': 'log1p',
'Cbrt': 'cbrt',
'hypot': 'hypot',
'fma': 'fma',
'loggamma': 'lgamma',
'erfc': 'erfc',
'Max': 'fmax',
'Min': 'fmin',
"asinh": "asinh",
"acosh": "acosh",
"atanh": "atanh",
"erf": "erf",
"gamma": "tgamma",
})
# These are the core reserved words in the C language. Taken from:
# https://en.cppreference.com/w/c/keyword
reserved_words = [
'auto', 'break', 'case', 'char', 'const', 'continue', 'default', 'do',
'double', 'else', 'enum', 'extern', 'float', 'for', 'goto', 'if', 'int',
'long', 'register', 'return', 'short', 'signed', 'sizeof', 'static',
'struct', 'entry', # never standardized, we'll leave it here anyway
'switch', 'typedef', 'union', 'unsigned', 'void', 'volatile', 'while'
]
reserved_words_c99 = ['inline', 'restrict']
def get_math_macros():
""" Returns a dictionary with math-related macros from math.h/cmath
Note that these macros are not strictly required by the C/C++-standard.
For MSVC they are enabled by defining "_USE_MATH_DEFINES" (preferably
via a compilation flag).
Returns
=======
Dictionary mapping SymPy expressions to strings (macro names)
"""
from sympy.codegen.cfunctions import log2, Sqrt
from sympy.functions.elementary.exponential import log
from sympy.functions.elementary.miscellaneous import sqrt
return {
S.Exp1: 'M_E',
log2(S.Exp1): 'M_LOG2E',
1/log(2): 'M_LOG2E',
log(2): 'M_LN2',
log(10): 'M_LN10',
S.Pi: 'M_PI',
S.Pi/2: 'M_PI_2',
S.Pi/4: 'M_PI_4',
1/S.Pi: 'M_1_PI',
2/S.Pi: 'M_2_PI',
2/sqrt(S.Pi): 'M_2_SQRTPI',
2/Sqrt(S.Pi): 'M_2_SQRTPI',
sqrt(2): 'M_SQRT2',
Sqrt(2): 'M_SQRT2',
1/sqrt(2): 'M_SQRT1_2',
1/Sqrt(2): 'M_SQRT1_2'
}
def _as_macro_if_defined(meth):
""" Decorator for printer methods
When a Printer's method is decorated using this decorator the expressions printed
will first be looked for in the attribute ``math_macros``, and if present it will
print the macro name in ``math_macros`` followed by a type suffix for the type
``real``. e.g. printing ``sympy.pi`` would print ``M_PIl`` if real is mapped to float80.
"""
@wraps(meth)
def _meth_wrapper(self, expr, **kwargs):
if expr in self.math_macros:
return '%s%s' % (self.math_macros[expr], self._get_math_macro_suffix(real))
else:
return meth(self, expr, **kwargs)
return _meth_wrapper
class C89CodePrinter(CodePrinter):
"""A printer to convert Python expressions to strings of C code"""
printmethod = "_ccode"
language = "C"
standard = "C89"
reserved_words = set(reserved_words)
_default_settings: dict[str, Any] = {
'order': None,
'full_prec': 'auto',
'precision': 17,
'user_functions': {},
'human': True,
'allow_unknown_functions': False,
'contract': True,
'dereference': set(),
'error_on_reserved': False,
'reserved_word_suffix': '_',
}
type_aliases = {
real: float64,
complex_: complex128,
integer: intc
}
type_mappings: dict[Type, Any] = {
real: 'double',
intc: 'int',
float32: 'float',
float64: 'double',
integer: 'int',
bool_: 'bool',
int8: 'int8_t',
int16: 'int16_t',
int32: 'int32_t',
int64: 'int64_t',
uint8: 'int8_t',
uint16: 'int16_t',
uint32: 'int32_t',
uint64: 'int64_t',
}
type_headers = {
bool_: {'stdbool.h'},
int8: {'stdint.h'},
int16: {'stdint.h'},
int32: {'stdint.h'},
int64: {'stdint.h'},
uint8: {'stdint.h'},
uint16: {'stdint.h'},
uint32: {'stdint.h'},
uint64: {'stdint.h'},
}
# Macros needed to be defined when using a Type
type_macros: dict[Type, tuple[str, ...]] = {}
type_func_suffixes = {
float32: 'f',
float64: '',
float80: 'l'
}
type_literal_suffixes = {
float32: 'F',
float64: '',
float80: 'L'
}
type_math_macro_suffixes = {
float80: 'l'
}
math_macros = None
_ns = '' # namespace, C++ uses 'std::'
# known_functions-dict to copy
_kf: dict[str, Any] = known_functions_C89
def __init__(self, settings=None):
settings = settings or {}
if self.math_macros is None:
self.math_macros = settings.pop('math_macros', get_math_macros())
self.type_aliases = dict(chain(self.type_aliases.items(),
settings.pop('type_aliases', {}).items()))
self.type_mappings = dict(chain(self.type_mappings.items(),
settings.pop('type_mappings', {}).items()))
self.type_headers = dict(chain(self.type_headers.items(),
settings.pop('type_headers', {}).items()))
self.type_macros = dict(chain(self.type_macros.items(),
settings.pop('type_macros', {}).items()))
self.type_func_suffixes = dict(chain(self.type_func_suffixes.items(),
settings.pop('type_func_suffixes', {}).items()))
self.type_literal_suffixes = dict(chain(self.type_literal_suffixes.items(),
settings.pop('type_literal_suffixes', {}).items()))
self.type_math_macro_suffixes = dict(chain(self.type_math_macro_suffixes.items(),
settings.pop('type_math_macro_suffixes', {}).items()))
super().__init__(settings)
self.known_functions = dict(self._kf, **settings.get('user_functions', {}))
self._dereference = set(settings.get('dereference', []))
self.headers = set()
self.libraries = set()
self.macros = set()
def _rate_index_position(self, p):
return p*5
def _get_statement(self, codestring):
""" Get code string as a statement - i.e. ending with a semicolon. """
return codestring if codestring.endswith(';') else codestring + ';'
def _get_comment(self, text):
return "/* {} */".format(text)
def _declare_number_const(self, name, value):
type_ = self.type_aliases[real]
var = Variable(name, type=type_, value=value.evalf(type_.decimal_dig), attrs={value_const})
decl = Declaration(var)
return self._get_statement(self._print(decl))
def _format_code(self, lines):
return self.indent_code(lines)
def _traverse_matrix_indices(self, mat):
rows, cols = mat.shape
return ((i, j) for i in range(rows) for j in range(cols))
@_as_macro_if_defined
def _print_Mul(self, expr, **kwargs):
return super()._print_Mul(expr, **kwargs)
@_as_macro_if_defined
def _print_Pow(self, expr):
if "Pow" in self.known_functions:
return self._print_Function(expr)
PREC = precedence(expr)
suffix = self._get_func_suffix(real)
if equal_valued(expr.exp, -1):
literal_suffix = self._get_literal_suffix(real)
return '1.0%s/%s' % (literal_suffix, self.parenthesize(expr.base, PREC))
elif equal_valued(expr.exp, 0.5):
return '%ssqrt%s(%s)' % (self._ns, suffix, self._print(expr.base))
elif expr.exp == S.One/3 and self.standard != 'C89':
return '%scbrt%s(%s)' % (self._ns, suffix, self._print(expr.base))
else:
return '%spow%s(%s, %s)' % (self._ns, suffix, self._print(expr.base),
self._print(expr.exp))
def _print_Mod(self, expr):
num, den = expr.args
if num.is_integer and den.is_integer:
PREC = precedence(expr)
snum, sden = [self.parenthesize(arg, PREC) for arg in expr.args]
# % is remainder (same sign as numerator), not modulo (same sign as
# denominator), in C. Hence, % only works as modulo if both numbers
# have the same sign
if (num.is_nonnegative and den.is_nonnegative or
num.is_nonpositive and den.is_nonpositive):
return f"{snum} % {sden}"
return f"(({snum} % {sden}) + {sden}) % {sden}"
# Not guaranteed integer
return self._print_math_func(expr, known='fmod')
def _print_Rational(self, expr):
p, q = int(expr.p), int(expr.q)
suffix = self._get_literal_suffix(real)
return '%d.0%s/%d.0%s' % (p, suffix, q, suffix)
def _print_Indexed(self, expr):
# calculate index for 1d array
offset = getattr(expr.base, 'offset', S.Zero)
strides = getattr(expr.base, 'strides', None)
indices = expr.indices
if strides is None or isinstance(strides, str):
dims = expr.shape
shift = S.One
temp = ()
if strides == 'C' or strides is None:
traversal = reversed(range(expr.rank))
indices = indices[::-1]
elif strides == 'F':
traversal = range(expr.rank)
for i in traversal:
temp += (shift,)
shift *= dims[i]
strides = temp
flat_index = sum([x[0]*x[1] for x in zip(indices, strides)]) + offset
return "%s[%s]" % (self._print(expr.base.label),
self._print(flat_index))
def _print_Idx(self, expr):
return self._print(expr.label)
@_as_macro_if_defined
def _print_NumberSymbol(self, expr):
return super()._print_NumberSymbol(expr)
def _print_Infinity(self, expr):
return 'HUGE_VAL'
def _print_NegativeInfinity(self, expr):
return '-HUGE_VAL'
def _print_Piecewise(self, expr):
if expr.args[-1].cond != True:
# We need the last conditional to be a True, otherwise the resulting
# function may not return a result.
raise ValueError("All Piecewise expressions must contain an "
"(expr, True) statement to be used as a default "
"condition. Without one, the generated "
"expression may not evaluate to anything under "
"some condition.")
lines = []
if expr.has(Assignment):
for i, (e, c) in enumerate(expr.args):
if i == 0:
lines.append("if (%s) {" % self._print(c))
elif i == len(expr.args) - 1 and c == True:
lines.append("else {")
else:
lines.append("else if (%s) {" % self._print(c))
code0 = self._print(e)
lines.append(code0)
lines.append("}")
return "\n".join(lines)
else:
# The piecewise was used in an expression, need to do inline
# operators. This has the downside that inline operators will
# not work for statements that span multiple lines (Matrix or
# Indexed expressions).
ecpairs = ["((%s) ? (\n%s\n)\n" % (self._print(c),
self._print(e))
for e, c in expr.args[:-1]]
last_line = ": (\n%s\n)" % self._print(expr.args[-1].expr)
return ": ".join(ecpairs) + last_line + " ".join([")"*len(ecpairs)])
def _print_ITE(self, expr):
from sympy.functions import Piecewise
return self._print(expr.rewrite(Piecewise, deep=False))
def _print_MatrixElement(self, expr):
return "{}[{}]".format(self.parenthesize(expr.parent, PRECEDENCE["Atom"],
strict=True), expr.j + expr.i*expr.parent.shape[1])
def _print_Symbol(self, expr):
name = super()._print_Symbol(expr)
if expr in self._settings['dereference']:
return '(*{})'.format(name)
else:
return name
def _print_Relational(self, expr):
lhs_code = self._print(expr.lhs)
rhs_code = self._print(expr.rhs)
op = expr.rel_op
return "{} {} {}".format(lhs_code, op, rhs_code)
def _print_For(self, expr):
target = self._print(expr.target)
if isinstance(expr.iterable, Range):
start, stop, step = expr.iterable.args
else:
raise NotImplementedError("Only iterable currently supported is Range")
body = self._print(expr.body)
return ('for ({target} = {start}; {target} < {stop}; {target} += '
'{step}) {{\n{body}\n}}').format(target=target, start=start,
stop=stop, step=step, body=body)
def _print_sign(self, func):
return '((({0}) > 0) - (({0}) < 0))'.format(self._print(func.args[0]))
def _print_Max(self, expr):
if "Max" in self.known_functions:
return self._print_Function(expr)
def inner_print_max(args): # The more natural abstraction of creating
if len(args) == 1: # and printing smaller Max objects is slow
return self._print(args[0]) # when there are many arguments.
half = len(args) // 2
return "((%(a)s > %(b)s) ? %(a)s : %(b)s)" % {
'a': inner_print_max(args[:half]),
'b': inner_print_max(args[half:])
}
return inner_print_max(expr.args)
def _print_Min(self, expr):
if "Min" in self.known_functions:
return self._print_Function(expr)
def inner_print_min(args): # The more natural abstraction of creating
if len(args) == 1: # and printing smaller Min objects is slow
return self._print(args[0]) # when there are many arguments.
half = len(args) // 2
return "((%(a)s < %(b)s) ? %(a)s : %(b)s)" % {
'a': inner_print_min(args[:half]),
'b': inner_print_min(args[half:])
}
return inner_print_min(expr.args)
def indent_code(self, code):
"""Accepts a string of code or a list of code lines"""
if isinstance(code, str):
code_lines = self.indent_code(code.splitlines(True))
return ''.join(code_lines)
tab = " "
inc_token = ('{', '(', '{\n', '(\n')
dec_token = ('}', ')')
code = [line.lstrip(' \t') for line in code]
increase = [int(any(map(line.endswith, inc_token))) for line in code]
decrease = [int(any(map(line.startswith, dec_token))) for line in code]
pretty = []
level = 0
for n, line in enumerate(code):
if line in ('', '\n'):
pretty.append(line)
continue
level -= decrease[n]
pretty.append("%s%s" % (tab*level, line))
level += increase[n]
return pretty
def _get_func_suffix(self, type_):
return self.type_func_suffixes[self.type_aliases.get(type_, type_)]
def _get_literal_suffix(self, type_):
return self.type_literal_suffixes[self.type_aliases.get(type_, type_)]
def _get_math_macro_suffix(self, type_):
alias = self.type_aliases.get(type_, type_)
dflt = self.type_math_macro_suffixes.get(alias, '')
return self.type_math_macro_suffixes.get(type_, dflt)
def _print_Tuple(self, expr):
return '{'+', '.join(self._print(e) for e in expr)+'}'
_print_List = _print_Tuple
def _print_Type(self, type_):
self.headers.update(self.type_headers.get(type_, set()))
self.macros.update(self.type_macros.get(type_, set()))
return self._print(self.type_mappings.get(type_, type_.name))
def _print_Declaration(self, decl):
from sympy.codegen.cnodes import restrict
var = decl.variable
val = var.value
if var.type == untyped:
raise ValueError("C does not support untyped variables")
if isinstance(var, Pointer):
result = '{vc}{t} *{pc} {r}{s}'.format(
vc='const ' if value_const in var.attrs else '',
t=self._print(var.type),
pc=' const' if pointer_const in var.attrs else '',
r='restrict ' if restrict in var.attrs else '',
s=self._print(var.symbol)
)
elif isinstance(var, Variable):
result = '{vc}{t} {s}'.format(
vc='const ' if value_const in var.attrs else '',
t=self._print(var.type),
s=self._print(var.symbol)
)
else:
raise NotImplementedError("Unknown type of var: %s" % type(var))
if val != None: # Must be "!= None", cannot be "is not None"
result += ' = %s' % self._print(val)
return result
def _print_Float(self, flt):
type_ = self.type_aliases.get(real, real)
self.macros.update(self.type_macros.get(type_, set()))
suffix = self._get_literal_suffix(type_)
num = str(flt.evalf(type_.decimal_dig))
if 'e' not in num and '.' not in num:
num += '.0'
num_parts = num.split('e')
num_parts[0] = num_parts[0].rstrip('0')
if num_parts[0].endswith('.'):
num_parts[0] += '0'
return 'e'.join(num_parts) + suffix
@requires(headers={'stdbool.h'})
def _print_BooleanTrue(self, expr):
return 'true'
@requires(headers={'stdbool.h'})
def _print_BooleanFalse(self, expr):
return 'false'
def _print_Element(self, elem):
if elem.strides == None: # Must be "== None", cannot be "is None"
if elem.offset != None: # Must be "!= None", cannot be "is not None"
raise ValueError("Expected strides when offset is given")
idxs = ']['.join((self._print(arg) for arg in elem.indices))
else:
global_idx = sum([i*s for i, s in zip(elem.indices, elem.strides)])
if elem.offset != None: # Must be "!= None", cannot be "is not None"
global_idx += elem.offset
idxs = self._print(global_idx)
return "{symb}[{idxs}]".format(
symb=self._print(elem.symbol),
idxs=idxs
)
def _print_CodeBlock(self, expr):
""" Elements of code blocks printed as statements. """
return '\n'.join([self._get_statement(self._print(i)) for i in expr.args])
def _print_While(self, expr):
return 'while ({condition}) {{\n{body}\n}}'.format(**expr.kwargs(
apply=lambda arg: self._print(arg)))
def _print_Scope(self, expr):
return '{\n%s\n}' % self._print_CodeBlock(expr.body)
@requires(headers={'stdio.h'})
def _print_Print(self, expr):
return 'printf({fmt}, {pargs})'.format(
fmt=self._print(expr.format_string),
pargs=', '.join((self._print(arg) for arg in expr.print_args))
)
def _print_FunctionPrototype(self, expr):
pars = ', '.join((self._print(Declaration(arg)) for arg in expr.parameters))
return "%s %s(%s)" % (
tuple((self._print(arg) for arg in (expr.return_type, expr.name))) + (pars,)
)
def _print_FunctionDefinition(self, expr):
return "%s%s" % (self._print_FunctionPrototype(expr),
self._print_Scope(expr))
def _print_Return(self, expr):
arg, = expr.args
return 'return %s' % self._print(arg)
def _print_CommaOperator(self, expr):
return '(%s)' % ', '.join((self._print(arg) for arg in expr.args))
def _print_Label(self, expr):
if expr.body == none:
return '%s:' % str(expr.name)
if len(expr.body.args) == 1:
return '%s:\n%s' % (str(expr.name), self._print_CodeBlock(expr.body))
return '%s:\n{\n%s\n}' % (str(expr.name), self._print_CodeBlock(expr.body))
def _print_goto(self, expr):
return 'goto %s' % expr.label.name
def _print_PreIncrement(self, expr):
arg, = expr.args
return '++(%s)' % self._print(arg)
def _print_PostIncrement(self, expr):
arg, = expr.args
return '(%s)++' % self._print(arg)
def _print_PreDecrement(self, expr):
arg, = expr.args
return '--(%s)' % self._print(arg)
def _print_PostDecrement(self, expr):
arg, = expr.args
return '(%s)--' % self._print(arg)
def _print_struct(self, expr):
return "%(keyword)s %(name)s {\n%(lines)s}" % {
"keyword": expr.__class__.__name__, "name": expr.name, "lines": ';\n'.join(
[self._print(decl) for decl in expr.declarations] + [''])
}
def _print_BreakToken(self, _):
return 'break'
def _print_ContinueToken(self, _):
return 'continue'
_print_union = _print_struct
class C99CodePrinter(C89CodePrinter):
standard = 'C99'
reserved_words = set(reserved_words + reserved_words_c99)
type_mappings=dict(chain(C89CodePrinter.type_mappings.items(), {
complex64: 'float complex',
complex128: 'double complex',
}.items()))
type_headers = dict(chain(C89CodePrinter.type_headers.items(), {
complex64: {'complex.h'},
complex128: {'complex.h'}
}.items()))
# known_functions-dict to copy
_kf: dict[str, Any] = known_functions_C99
# functions with versions with 'f' and 'l' suffixes:
_prec_funcs = ('fabs fmod remainder remquo fma fmax fmin fdim nan exp exp2'
' expm1 log log10 log2 log1p pow sqrt cbrt hypot sin cos tan'
' asin acos atan atan2 sinh cosh tanh asinh acosh atanh erf'
' erfc tgamma lgamma ceil floor trunc round nearbyint rint'
' frexp ldexp modf scalbn ilogb logb nextafter copysign').split()
def _print_Infinity(self, expr):
return 'INFINITY'
def _print_NegativeInfinity(self, expr):
return '-INFINITY'
def _print_NaN(self, expr):
return 'NAN'
# tgamma was already covered by 'known_functions' dict
@requires(headers={'math.h'}, libraries={'m'})
@_as_macro_if_defined
def _print_math_func(self, expr, nest=False, known=None):
if known is None:
known = self.known_functions[expr.__class__.__name__]
if not isinstance(known, str):
for cb, name in known:
if cb(*expr.args):
known = name
break
else:
raise ValueError("No matching printer")
try:
return known(self, *expr.args)
except TypeError:
suffix = self._get_func_suffix(real) if self._ns + known in self._prec_funcs else ''
if nest:
args = self._print(expr.args[0])
if len(expr.args) > 1:
paren_pile = ''
for curr_arg in expr.args[1:-1]:
paren_pile += ')'
args += ', {ns}{name}{suffix}({next}'.format(
ns=self._ns,
name=known,
suffix=suffix,
next = self._print(curr_arg)
)
args += ', %s%s' % (
self._print(expr.func(expr.args[-1])),
paren_pile
)
else:
args = ', '.join((self._print(arg) for arg in expr.args))
return '{ns}{name}{suffix}({args})'.format(
ns=self._ns,
name=known,
suffix=suffix,
args=args
)
def _print_Max(self, expr):
return self._print_math_func(expr, nest=True)
def _print_Min(self, expr):
return self._print_math_func(expr, nest=True)
def _get_loop_opening_ending(self, indices):
open_lines = []
close_lines = []
loopstart = "for (int %(var)s=%(start)s; %(var)s<%(end)s; %(var)s++){" # C99
for i in indices:
# C arrays start at 0 and end at dimension-1
open_lines.append(loopstart % {
'var': self._print(i.label),
'start': self._print(i.lower),
'end': self._print(i.upper + 1)})
close_lines.append("}")
return open_lines, close_lines
for k in ('Abs Sqrt exp exp2 expm1 log log10 log2 log1p Cbrt hypot fma'
' loggamma sin cos tan asin acos atan atan2 sinh cosh tanh asinh acosh '
'atanh erf erfc loggamma gamma ceiling floor').split():
setattr(C99CodePrinter, '_print_%s' % k, C99CodePrinter._print_math_func)
class C11CodePrinter(C99CodePrinter):
@requires(headers={'stdalign.h'})
def _print_alignof(self, expr):
arg, = expr.args
return 'alignof(%s)' % self._print(arg)
c_code_printers = {
'c89': C89CodePrinter,
'c99': C99CodePrinter,
'c11': C11CodePrinter
}