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Traktor/myenv/Lib/site-packages/sympy/printing/rust.py

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2024-05-26 05:12:46 +02:00
"""
Rust code printer
The `RustCodePrinter` converts SymPy expressions into Rust expressions.
A complete code generator, which uses `rust_code` extensively, can be found
in `sympy.utilities.codegen`. The `codegen` module can be used to generate
complete source code files.
"""
# Possible Improvement
#
# * make sure we follow Rust Style Guidelines_
# * make use of pattern matching
# * better support for reference
# * generate generic code and use trait to make sure they have specific methods
# * use crates_ to get more math support
# - num_
# + BigInt_, BigUint_
# + Complex_
# + Rational64_, Rational32_, BigRational_
#
# .. _crates: https://crates.io/
# .. _Guidelines: https://github.com/rust-lang/rust/tree/master/src/doc/style
# .. _num: http://rust-num.github.io/num/num/
# .. _BigInt: http://rust-num.github.io/num/num/bigint/struct.BigInt.html
# .. _BigUint: http://rust-num.github.io/num/num/bigint/struct.BigUint.html
# .. _Complex: http://rust-num.github.io/num/num/complex/struct.Complex.html
# .. _Rational32: http://rust-num.github.io/num/num/rational/type.Rational32.html
# .. _Rational64: http://rust-num.github.io/num/num/rational/type.Rational64.html
# .. _BigRational: http://rust-num.github.io/num/num/rational/type.BigRational.html
from __future__ import annotations
from typing import Any
from sympy.core import S, Rational, Float, Lambda
from sympy.core.numbers import equal_valued
from sympy.printing.codeprinter import CodePrinter
# Rust's methods for integer and float can be found at here :
#
# * `Rust - Primitive Type f64 <https://doc.rust-lang.org/std/primitive.f64.html>`_
# * `Rust - Primitive Type i64 <https://doc.rust-lang.org/std/primitive.i64.html>`_
#
# Function Style :
#
# 1. args[0].func(args[1:]), method with arguments
# 2. args[0].func(), method without arguments
# 3. args[1].func(), method without arguments (e.g. (e, x) => x.exp())
# 4. func(args), function with arguments
# dictionary mapping SymPy function to (argument_conditions, Rust_function).
# Used in RustCodePrinter._print_Function(self)
# f64 method in Rust
known_functions = {
# "": "is_nan",
# "": "is_infinite",
# "": "is_finite",
# "": "is_normal",
# "": "classify",
"floor": "floor",
"ceiling": "ceil",
# "": "round",
# "": "trunc",
# "": "fract",
"Abs": "abs",
"sign": "signum",
# "": "is_sign_positive",
# "": "is_sign_negative",
# "": "mul_add",
"Pow": [(lambda base, exp: equal_valued(exp, -1), "recip", 2), # 1.0/x
(lambda base, exp: equal_valued(exp, 0.5), "sqrt", 2), # x ** 0.5
(lambda base, exp: equal_valued(exp, -0.5), "sqrt().recip", 2), # 1/(x ** 0.5)
(lambda base, exp: exp == Rational(1, 3), "cbrt", 2), # x ** (1/3)
(lambda base, exp: equal_valued(base, 2), "exp2", 3), # 2 ** x
(lambda base, exp: exp.is_integer, "powi", 1), # x ** y, for i32
(lambda base, exp: not exp.is_integer, "powf", 1)], # x ** y, for f64
"exp": [(lambda exp: True, "exp", 2)], # e ** x
"log": "ln",
# "": "log", # number.log(base)
# "": "log2",
# "": "log10",
# "": "to_degrees",
# "": "to_radians",
"Max": "max",
"Min": "min",
# "": "hypot", # (x**2 + y**2) ** 0.5
"sin": "sin",
"cos": "cos",
"tan": "tan",
"asin": "asin",
"acos": "acos",
"atan": "atan",
"atan2": "atan2",
# "": "sin_cos",
# "": "exp_m1", # e ** x - 1
# "": "ln_1p", # ln(1 + x)
"sinh": "sinh",
"cosh": "cosh",
"tanh": "tanh",
"asinh": "asinh",
"acosh": "acosh",
"atanh": "atanh",
"sqrt": "sqrt", # To enable automatic rewrites
}
# i64 method in Rust
# known_functions_i64 = {
# "": "min_value",
# "": "max_value",
# "": "from_str_radix",
# "": "count_ones",
# "": "count_zeros",
# "": "leading_zeros",
# "": "trainling_zeros",
# "": "rotate_left",
# "": "rotate_right",
# "": "swap_bytes",
# "": "from_be",
# "": "from_le",
# "": "to_be", # to big endian
# "": "to_le", # to little endian
# "": "checked_add",
# "": "checked_sub",
# "": "checked_mul",
# "": "checked_div",
# "": "checked_rem",
# "": "checked_neg",
# "": "checked_shl",
# "": "checked_shr",
# "": "checked_abs",
# "": "saturating_add",
# "": "saturating_sub",
# "": "saturating_mul",
# "": "wrapping_add",
# "": "wrapping_sub",
# "": "wrapping_mul",
# "": "wrapping_div",
# "": "wrapping_rem",
# "": "wrapping_neg",
# "": "wrapping_shl",
# "": "wrapping_shr",
# "": "wrapping_abs",
# "": "overflowing_add",
# "": "overflowing_sub",
# "": "overflowing_mul",
# "": "overflowing_div",
# "": "overflowing_rem",
# "": "overflowing_neg",
# "": "overflowing_shl",
# "": "overflowing_shr",
# "": "overflowing_abs",
# "Pow": "pow",
# "Abs": "abs",
# "sign": "signum",
# "": "is_positive",
# "": "is_negnative",
# }
# These are the core reserved words in the Rust language. Taken from:
# http://doc.rust-lang.org/grammar.html#keywords
reserved_words = ['abstract',
'alignof',
'as',
'become',
'box',
'break',
'const',
'continue',
'crate',
'do',
'else',
'enum',
'extern',
'false',
'final',
'fn',
'for',
'if',
'impl',
'in',
'let',
'loop',
'macro',
'match',
'mod',
'move',
'mut',
'offsetof',
'override',
'priv',
'proc',
'pub',
'pure',
'ref',
'return',
'Self',
'self',
'sizeof',
'static',
'struct',
'super',
'trait',
'true',
'type',
'typeof',
'unsafe',
'unsized',
'use',
'virtual',
'where',
'while',
'yield']
class RustCodePrinter(CodePrinter):
"""A printer to convert SymPy expressions to strings of Rust code"""
printmethod = "_rust_code"
language = "Rust"
_default_settings: dict[str, Any] = {
'order': None,
'full_prec': 'auto',
'precision': 17,
'user_functions': {},
'human': True,
'contract': True,
'dereference': set(),
'error_on_reserved': False,
'reserved_word_suffix': '_',
'inline': False,
}
def __init__(self, settings={}):
CodePrinter.__init__(self, settings)
self.known_functions = dict(known_functions)
userfuncs = settings.get('user_functions', {})
self.known_functions.update(userfuncs)
self._dereference = set(settings.get('dereference', []))
self.reserved_words = set(reserved_words)
def _rate_index_position(self, p):
return p*5
def _get_statement(self, codestring):
return "%s;" % codestring
def _get_comment(self, text):
return "// %s" % text
def _declare_number_const(self, name, value):
return "const %s: f64 = %s;" % (name, value)
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))
def _get_loop_opening_ending(self, indices):
open_lines = []
close_lines = []
loopstart = "for %(var)s in %(start)s..%(end)s {"
for i in indices:
# Rust arrays start at 0 and end at dimension-1
open_lines.append(loopstart % {
'var': self._print(i),
'start': self._print(i.lower),
'end': self._print(i.upper + 1)})
close_lines.append("}")
return open_lines, close_lines
def _print_caller_var(self, expr):
if len(expr.args) > 1:
# for something like `sin(x + y + z)`,
# make sure we can get '(x + y + z).sin()'
# instead of 'x + y + z.sin()'
return '(' + self._print(expr) + ')'
elif expr.is_number:
return self._print(expr, _type=True)
else:
return self._print(expr)
def _print_Function(self, expr):
"""
basic function for printing `Function`
Function Style :
1. args[0].func(args[1:]), method with arguments
2. args[0].func(), method without arguments
3. args[1].func(), method without arguments (e.g. (e, x) => x.exp())
4. func(args), function with arguments
"""
if expr.func.__name__ in self.known_functions:
cond_func = self.known_functions[expr.func.__name__]
func = None
style = 1
if isinstance(cond_func, str):
func = cond_func
else:
for cond, func, style in cond_func:
if cond(*expr.args):
break
if func is not None:
if style == 1:
ret = "%(var)s.%(method)s(%(args)s)" % {
'var': self._print_caller_var(expr.args[0]),
'method': func,
'args': self.stringify(expr.args[1:], ", ") if len(expr.args) > 1 else ''
}
elif style == 2:
ret = "%(var)s.%(method)s()" % {
'var': self._print_caller_var(expr.args[0]),
'method': func,
}
elif style == 3:
ret = "%(var)s.%(method)s()" % {
'var': self._print_caller_var(expr.args[1]),
'method': func,
}
else:
ret = "%(func)s(%(args)s)" % {
'func': func,
'args': self.stringify(expr.args, ", "),
}
return ret
elif hasattr(expr, '_imp_') and isinstance(expr._imp_, Lambda):
# inlined function
return self._print(expr._imp_(*expr.args))
elif expr.func.__name__ in self._rewriteable_functions:
# Simple rewrite to supported function possible
target_f, required_fs = self._rewriteable_functions[expr.func.__name__]
if self._can_print(target_f) and all(self._can_print(f) for f in required_fs):
return self._print(expr.rewrite(target_f))
else:
return self._print_not_supported(expr)
def _print_Pow(self, expr):
if expr.base.is_integer and not expr.exp.is_integer:
expr = type(expr)(Float(expr.base), expr.exp)
return self._print(expr)
return self._print_Function(expr)
def _print_Float(self, expr, _type=False):
ret = super()._print_Float(expr)
if _type:
return ret + '_f64'
else:
return ret
def _print_Integer(self, expr, _type=False):
ret = super()._print_Integer(expr)
if _type:
return ret + '_i32'
else:
return ret
def _print_Rational(self, expr):
p, q = int(expr.p), int(expr.q)
return '%d_f64/%d.0' % (p, q)
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_Indexed(self, expr):
# calculate index for 1d array
dims = expr.shape
elem = S.Zero
offset = S.One
for i in reversed(range(expr.rank)):
elem += expr.indices[i]*offset
offset *= dims[i]
return "%s[%s]" % (self._print(expr.base.label), self._print(elem))
def _print_Idx(self, expr):
return expr.label.name
def _print_Dummy(self, expr):
return expr.name
def _print_Exp1(self, expr, _type=False):
return "E"
def _print_Pi(self, expr, _type=False):
return 'PI'
def _print_Infinity(self, expr, _type=False):
return 'INFINITY'
def _print_NegativeInfinity(self, expr, _type=False):
return 'NEG_INFINITY'
def _print_BooleanTrue(self, expr, _type=False):
return "true"
def _print_BooleanFalse(self, expr, _type=False):
return "false"
def _print_bool(self, expr, _type=False):
return str(expr).lower()
def _print_NaN(self, expr, _type=False):
return "NAN"
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 = []
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[-1] += " else {"
else:
lines[-1] += " else if (%s) {" % self._print(c)
code0 = self._print(e)
lines.append(code0)
lines.append("}")
if self._settings['inline']:
return " ".join(lines)
else:
return "\n".join(lines)
def _print_ITE(self, expr):
from sympy.functions import Piecewise
return self._print(expr.rewrite(Piecewise, deep=False))
def _print_MatrixBase(self, A):
if A.cols == 1:
return "[%s]" % ", ".join(self._print(a) for a in A)
else:
raise ValueError("Full Matrix Support in Rust need Crates (https://crates.io/keywords/matrix).")
def _print_SparseRepMatrix(self, mat):
# do not allow sparse matrices to be made dense
return self._print_not_supported(mat)
def _print_MatrixElement(self, expr):
return "%s[%s]" % (expr.parent,
expr.j + expr.i*expr.parent.shape[1])
def _print_Symbol(self, expr):
name = super()._print_Symbol(expr)
if expr in self._dereference:
return '(*%s)' % name
else:
return name
def _print_Assignment(self, expr):
from sympy.tensor.indexed import IndexedBase
lhs = expr.lhs
rhs = expr.rhs
if self._settings["contract"] and (lhs.has(IndexedBase) or
rhs.has(IndexedBase)):
# Here we check if there is looping to be done, and if so
# print the required loops.
return self._doprint_loops(rhs, lhs)
else:
lhs_code = self._print(lhs)
rhs_code = self._print(rhs)
return self._get_statement("%s = %s" % (lhs_code, rhs_code))
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 rust_code(expr, assign_to=None, **settings):
"""Converts an expr to a string of Rust code
Parameters
==========
expr : Expr
A SymPy expression to be converted.
assign_to : optional
When given, the argument is used as the name of the variable to which
the expression is assigned. Can be a string, ``Symbol``,
``MatrixSymbol``, or ``Indexed`` type. This is helpful in case of
line-wrapping, or for expressions that generate multi-line statements.
precision : integer, optional
The precision for numbers such as pi [default=15].
user_functions : dict, optional
A dictionary where the keys are string representations of either
``FunctionClass`` or ``UndefinedFunction`` instances and the values
are their desired C string representations. Alternatively, the
dictionary value can be a list of tuples i.e. [(argument_test,
cfunction_string)]. See below for examples.
dereference : iterable, optional
An iterable of symbols that should be dereferenced in the printed code
expression. These would be values passed by address to the function.
For example, if ``dereference=[a]``, the resulting code would print
``(*a)`` instead of ``a``.
human : bool, optional
If True, the result is a single string that may contain some constant
declarations for the number symbols. If False, the same information is
returned in a tuple of (symbols_to_declare, not_supported_functions,
code_text). [default=True].
contract: bool, optional
If True, ``Indexed`` instances are assumed to obey tensor contraction
rules and the corresponding nested loops over indices are generated.
Setting contract=False will not generate loops, instead the user is
responsible to provide values for the indices in the code.
[default=True].
Examples
========
>>> from sympy import rust_code, symbols, Rational, sin, ceiling, Abs, Function
>>> x, tau = symbols("x, tau")
>>> rust_code((2*tau)**Rational(7, 2))
'8*1.4142135623731*tau.powf(7_f64/2.0)'
>>> rust_code(sin(x), assign_to="s")
's = x.sin();'
Simple custom printing can be defined for certain types by passing a
dictionary of {"type" : "function"} to the ``user_functions`` kwarg.
Alternatively, the dictionary value can be a list of tuples i.e.
[(argument_test, cfunction_string)].
>>> custom_functions = {
... "ceiling": "CEIL",
... "Abs": [(lambda x: not x.is_integer, "fabs", 4),
... (lambda x: x.is_integer, "ABS", 4)],
... "func": "f"
... }
>>> func = Function('func')
>>> rust_code(func(Abs(x) + ceiling(x)), user_functions=custom_functions)
'(fabs(x) + x.CEIL()).f()'
``Piecewise`` expressions are converted into conditionals. If an
``assign_to`` variable is provided an if statement is created, otherwise
the ternary operator is used. Note that if the ``Piecewise`` lacks a
default term, represented by ``(expr, True)`` then an error will be thrown.
This is to prevent generating an expression that may not evaluate to
anything.
>>> from sympy import Piecewise
>>> expr = Piecewise((x + 1, x > 0), (x, True))
>>> print(rust_code(expr, tau))
tau = if (x > 0) {
x + 1
} else {
x
};
Support for loops is provided through ``Indexed`` types. With
``contract=True`` these expressions will be turned into loops, whereas
``contract=False`` will just print the assignment expression that should be
looped over:
>>> from sympy import Eq, IndexedBase, Idx
>>> len_y = 5
>>> y = IndexedBase('y', shape=(len_y,))
>>> t = IndexedBase('t', shape=(len_y,))
>>> Dy = IndexedBase('Dy', shape=(len_y-1,))
>>> i = Idx('i', len_y-1)
>>> e=Eq(Dy[i], (y[i+1]-y[i])/(t[i+1]-t[i]))
>>> rust_code(e.rhs, assign_to=e.lhs, contract=False)
'Dy[i] = (y[i + 1] - y[i])/(t[i + 1] - t[i]);'
Matrices are also supported, but a ``MatrixSymbol`` of the same dimensions
must be provided to ``assign_to``. Note that any expression that can be
generated normally can also exist inside a Matrix:
>>> from sympy import Matrix, MatrixSymbol
>>> mat = Matrix([x**2, Piecewise((x + 1, x > 0), (x, True)), sin(x)])
>>> A = MatrixSymbol('A', 3, 1)
>>> print(rust_code(mat, A))
A = [x.powi(2), if (x > 0) {
x + 1
} else {
x
}, x.sin()];
"""
return RustCodePrinter(settings).doprint(expr, assign_to)
def print_rust_code(expr, **settings):
"""Prints Rust representation of the given expression."""
print(rust_code(expr, **settings))
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