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  2. ckpts/universal/global_step80/zero/24.mlp.dense_4h_to_h.weight/exp_avg_sq.pt +3 -0
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1
+ """
2
+ A few practical conventions common to all printers.
3
+ """
4
+
5
+ import re
6
+
7
+ from collections.abc import Iterable
8
+ from sympy.core.function import Derivative
9
+
10
+ _name_with_digits_p = re.compile(r'^([^\W\d_]+)(\d+)$', re.U)
11
+
12
+
13
+ def split_super_sub(text):
14
+ """Split a symbol name into a name, superscripts and subscripts
15
+
16
+ The first part of the symbol name is considered to be its actual
17
+ 'name', followed by super- and subscripts. Each superscript is
18
+ preceded with a "^" character or by "__". Each subscript is preceded
19
+ by a "_" character. The three return values are the actual name, a
20
+ list with superscripts and a list with subscripts.
21
+
22
+ Examples
23
+ ========
24
+
25
+ >>> from sympy.printing.conventions import split_super_sub
26
+ >>> split_super_sub('a_x^1')
27
+ ('a', ['1'], ['x'])
28
+ >>> split_super_sub('var_sub1__sup_sub2')
29
+ ('var', ['sup'], ['sub1', 'sub2'])
30
+
31
+ """
32
+ if not text:
33
+ return text, [], []
34
+
35
+ pos = 0
36
+ name = None
37
+ supers = []
38
+ subs = []
39
+ while pos < len(text):
40
+ start = pos + 1
41
+ if text[pos:pos + 2] == "__":
42
+ start += 1
43
+ pos_hat = text.find("^", start)
44
+ if pos_hat < 0:
45
+ pos_hat = len(text)
46
+ pos_usc = text.find("_", start)
47
+ if pos_usc < 0:
48
+ pos_usc = len(text)
49
+ pos_next = min(pos_hat, pos_usc)
50
+ part = text[pos:pos_next]
51
+ pos = pos_next
52
+ if name is None:
53
+ name = part
54
+ elif part.startswith("^"):
55
+ supers.append(part[1:])
56
+ elif part.startswith("__"):
57
+ supers.append(part[2:])
58
+ elif part.startswith("_"):
59
+ subs.append(part[1:])
60
+ else:
61
+ raise RuntimeError("This should never happen.")
62
+
63
+ # Make a little exception when a name ends with digits, i.e. treat them
64
+ # as a subscript too.
65
+ m = _name_with_digits_p.match(name)
66
+ if m:
67
+ name, sub = m.groups()
68
+ subs.insert(0, sub)
69
+
70
+ return name, supers, subs
71
+
72
+
73
+ def requires_partial(expr):
74
+ """Return whether a partial derivative symbol is required for printing
75
+
76
+ This requires checking how many free variables there are,
77
+ filtering out the ones that are integers. Some expressions do not have
78
+ free variables. In that case, check its variable list explicitly to
79
+ get the context of the expression.
80
+ """
81
+
82
+ if isinstance(expr, Derivative):
83
+ return requires_partial(expr.expr)
84
+
85
+ if not isinstance(expr.free_symbols, Iterable):
86
+ return len(set(expr.variables)) > 1
87
+
88
+ return sum(not s.is_integer for s in expr.free_symbols) > 1
venv/lib/python3.10/site-packages/sympy/printing/defaults.py ADDED
@@ -0,0 +1,5 @@
 
 
 
 
 
 
1
+ from sympy.core._print_helpers import Printable
2
+
3
+ # alias for compatibility
4
+ Printable.__module__ = __name__
5
+ DefaultPrinting = Printable
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1
+ """
2
+ Fortran code printer
3
+
4
+ The FCodePrinter converts single SymPy expressions into single Fortran
5
+ expressions, using the functions defined in the Fortran 77 standard where
6
+ possible. Some useful pointers to Fortran can be found on wikipedia:
7
+
8
+ https://en.wikipedia.org/wiki/Fortran
9
+
10
+ Most of the code below is based on the "Professional Programmer\'s Guide to
11
+ Fortran77" by Clive G. Page:
12
+
13
+ https://www.star.le.ac.uk/~cgp/prof77.html
14
+
15
+ Fortran is a case-insensitive language. This might cause trouble because
16
+ SymPy is case sensitive. So, fcode adds underscores to variable names when
17
+ it is necessary to make them different for Fortran.
18
+ """
19
+
20
+ from __future__ import annotations
21
+ from typing import Any
22
+
23
+ from collections import defaultdict
24
+ from itertools import chain
25
+ import string
26
+
27
+ from sympy.codegen.ast import (
28
+ Assignment, Declaration, Pointer, value_const,
29
+ float32, float64, float80, complex64, complex128, int8, int16, int32,
30
+ int64, intc, real, integer, bool_, complex_
31
+ )
32
+ from sympy.codegen.fnodes import (
33
+ allocatable, isign, dsign, cmplx, merge, literal_dp, elemental, pure,
34
+ intent_in, intent_out, intent_inout
35
+ )
36
+ from sympy.core import S, Add, N, Float, Symbol
37
+ from sympy.core.function import Function
38
+ from sympy.core.numbers import equal_valued
39
+ from sympy.core.relational import Eq
40
+ from sympy.sets import Range
41
+ from sympy.printing.codeprinter import CodePrinter
42
+ from sympy.printing.precedence import precedence, PRECEDENCE
43
+ from sympy.printing.printer import printer_context
44
+
45
+ # These are defined in the other file so we can avoid importing sympy.codegen
46
+ # from the top-level 'import sympy'. Export them here as well.
47
+ from sympy.printing.codeprinter import fcode, print_fcode # noqa:F401
48
+
49
+ known_functions = {
50
+ "sin": "sin",
51
+ "cos": "cos",
52
+ "tan": "tan",
53
+ "asin": "asin",
54
+ "acos": "acos",
55
+ "atan": "atan",
56
+ "atan2": "atan2",
57
+ "sinh": "sinh",
58
+ "cosh": "cosh",
59
+ "tanh": "tanh",
60
+ "log": "log",
61
+ "exp": "exp",
62
+ "erf": "erf",
63
+ "Abs": "abs",
64
+ "conjugate": "conjg",
65
+ "Max": "max",
66
+ "Min": "min",
67
+ }
68
+
69
+
70
+ class FCodePrinter(CodePrinter):
71
+ """A printer to convert SymPy expressions to strings of Fortran code"""
72
+ printmethod = "_fcode"
73
+ language = "Fortran"
74
+
75
+ type_aliases = {
76
+ integer: int32,
77
+ real: float64,
78
+ complex_: complex128,
79
+ }
80
+
81
+ type_mappings = {
82
+ intc: 'integer(c_int)',
83
+ float32: 'real*4', # real(kind(0.e0))
84
+ float64: 'real*8', # real(kind(0.d0))
85
+ float80: 'real*10', # real(kind(????))
86
+ complex64: 'complex*8',
87
+ complex128: 'complex*16',
88
+ int8: 'integer*1',
89
+ int16: 'integer*2',
90
+ int32: 'integer*4',
91
+ int64: 'integer*8',
92
+ bool_: 'logical'
93
+ }
94
+
95
+ type_modules = {
96
+ intc: {'iso_c_binding': 'c_int'}
97
+ }
98
+
99
+ _default_settings: dict[str, Any] = {
100
+ 'order': None,
101
+ 'full_prec': 'auto',
102
+ 'precision': 17,
103
+ 'user_functions': {},
104
+ 'human': True,
105
+ 'allow_unknown_functions': False,
106
+ 'source_format': 'fixed',
107
+ 'contract': True,
108
+ 'standard': 77,
109
+ 'name_mangling': True,
110
+ }
111
+
112
+ _operators = {
113
+ 'and': '.and.',
114
+ 'or': '.or.',
115
+ 'xor': '.neqv.',
116
+ 'equivalent': '.eqv.',
117
+ 'not': '.not. ',
118
+ }
119
+
120
+ _relationals = {
121
+ '!=': '/=',
122
+ }
123
+
124
+ def __init__(self, settings=None):
125
+ if not settings:
126
+ settings = {}
127
+ self.mangled_symbols = {} # Dict showing mapping of all words
128
+ self.used_name = []
129
+ self.type_aliases = dict(chain(self.type_aliases.items(),
130
+ settings.pop('type_aliases', {}).items()))
131
+ self.type_mappings = dict(chain(self.type_mappings.items(),
132
+ settings.pop('type_mappings', {}).items()))
133
+ super().__init__(settings)
134
+ self.known_functions = dict(known_functions)
135
+ userfuncs = settings.get('user_functions', {})
136
+ self.known_functions.update(userfuncs)
137
+ # leading columns depend on fixed or free format
138
+ standards = {66, 77, 90, 95, 2003, 2008}
139
+ if self._settings['standard'] not in standards:
140
+ raise ValueError("Unknown Fortran standard: %s" % self._settings[
141
+ 'standard'])
142
+ self.module_uses = defaultdict(set) # e.g.: use iso_c_binding, only: c_int
143
+
144
+ @property
145
+ def _lead(self):
146
+ if self._settings['source_format'] == 'fixed':
147
+ return {'code': " ", 'cont': " @ ", 'comment': "C "}
148
+ elif self._settings['source_format'] == 'free':
149
+ return {'code': "", 'cont': " ", 'comment': "! "}
150
+ else:
151
+ raise ValueError("Unknown source format: %s" % self._settings['source_format'])
152
+
153
+ def _print_Symbol(self, expr):
154
+ if self._settings['name_mangling'] == True:
155
+ if expr not in self.mangled_symbols:
156
+ name = expr.name
157
+ while name.lower() in self.used_name:
158
+ name += '_'
159
+ self.used_name.append(name.lower())
160
+ if name == expr.name:
161
+ self.mangled_symbols[expr] = expr
162
+ else:
163
+ self.mangled_symbols[expr] = Symbol(name)
164
+
165
+ expr = expr.xreplace(self.mangled_symbols)
166
+
167
+ name = super()._print_Symbol(expr)
168
+ return name
169
+
170
+ def _rate_index_position(self, p):
171
+ return -p*5
172
+
173
+ def _get_statement(self, codestring):
174
+ return codestring
175
+
176
+ def _get_comment(self, text):
177
+ return "! {}".format(text)
178
+
179
+ def _declare_number_const(self, name, value):
180
+ return "parameter ({} = {})".format(name, self._print(value))
181
+
182
+ def _print_NumberSymbol(self, expr):
183
+ # A Number symbol that is not implemented here or with _printmethod
184
+ # is registered and evaluated
185
+ self._number_symbols.add((expr, Float(expr.evalf(self._settings['precision']))))
186
+ return str(expr)
187
+
188
+ def _format_code(self, lines):
189
+ return self._wrap_fortran(self.indent_code(lines))
190
+
191
+ def _traverse_matrix_indices(self, mat):
192
+ rows, cols = mat.shape
193
+ return ((i, j) for j in range(cols) for i in range(rows))
194
+
195
+ def _get_loop_opening_ending(self, indices):
196
+ open_lines = []
197
+ close_lines = []
198
+ for i in indices:
199
+ # fortran arrays start at 1 and end at dimension
200
+ var, start, stop = map(self._print,
201
+ [i.label, i.lower + 1, i.upper + 1])
202
+ open_lines.append("do %s = %s, %s" % (var, start, stop))
203
+ close_lines.append("end do")
204
+ return open_lines, close_lines
205
+
206
+ def _print_sign(self, expr):
207
+ from sympy.functions.elementary.complexes import Abs
208
+ arg, = expr.args
209
+ if arg.is_integer:
210
+ new_expr = merge(0, isign(1, arg), Eq(arg, 0))
211
+ elif (arg.is_complex or arg.is_infinite):
212
+ new_expr = merge(cmplx(literal_dp(0), literal_dp(0)), arg/Abs(arg), Eq(Abs(arg), literal_dp(0)))
213
+ else:
214
+ new_expr = merge(literal_dp(0), dsign(literal_dp(1), arg), Eq(arg, literal_dp(0)))
215
+ return self._print(new_expr)
216
+
217
+
218
+ def _print_Piecewise(self, expr):
219
+ if expr.args[-1].cond != True:
220
+ # We need the last conditional to be a True, otherwise the resulting
221
+ # function may not return a result.
222
+ raise ValueError("All Piecewise expressions must contain an "
223
+ "(expr, True) statement to be used as a default "
224
+ "condition. Without one, the generated "
225
+ "expression may not evaluate to anything under "
226
+ "some condition.")
227
+ lines = []
228
+ if expr.has(Assignment):
229
+ for i, (e, c) in enumerate(expr.args):
230
+ if i == 0:
231
+ lines.append("if (%s) then" % self._print(c))
232
+ elif i == len(expr.args) - 1 and c == True:
233
+ lines.append("else")
234
+ else:
235
+ lines.append("else if (%s) then" % self._print(c))
236
+ lines.append(self._print(e))
237
+ lines.append("end if")
238
+ return "\n".join(lines)
239
+ elif self._settings["standard"] >= 95:
240
+ # Only supported in F95 and newer:
241
+ # The piecewise was used in an expression, need to do inline
242
+ # operators. This has the downside that inline operators will
243
+ # not work for statements that span multiple lines (Matrix or
244
+ # Indexed expressions).
245
+ pattern = "merge({T}, {F}, {COND})"
246
+ code = self._print(expr.args[-1].expr)
247
+ terms = list(expr.args[:-1])
248
+ while terms:
249
+ e, c = terms.pop()
250
+ expr = self._print(e)
251
+ cond = self._print(c)
252
+ code = pattern.format(T=expr, F=code, COND=cond)
253
+ return code
254
+ else:
255
+ # `merge` is not supported prior to F95
256
+ raise NotImplementedError("Using Piecewise as an expression using "
257
+ "inline operators is not supported in "
258
+ "standards earlier than Fortran95.")
259
+
260
+ def _print_MatrixElement(self, expr):
261
+ return "{}({}, {})".format(self.parenthesize(expr.parent,
262
+ PRECEDENCE["Atom"], strict=True), expr.i + 1, expr.j + 1)
263
+
264
+ def _print_Add(self, expr):
265
+ # purpose: print complex numbers nicely in Fortran.
266
+ # collect the purely real and purely imaginary parts:
267
+ pure_real = []
268
+ pure_imaginary = []
269
+ mixed = []
270
+ for arg in expr.args:
271
+ if arg.is_number and arg.is_real:
272
+ pure_real.append(arg)
273
+ elif arg.is_number and arg.is_imaginary:
274
+ pure_imaginary.append(arg)
275
+ else:
276
+ mixed.append(arg)
277
+ if pure_imaginary:
278
+ if mixed:
279
+ PREC = precedence(expr)
280
+ term = Add(*mixed)
281
+ t = self._print(term)
282
+ if t.startswith('-'):
283
+ sign = "-"
284
+ t = t[1:]
285
+ else:
286
+ sign = "+"
287
+ if precedence(term) < PREC:
288
+ t = "(%s)" % t
289
+
290
+ return "cmplx(%s,%s) %s %s" % (
291
+ self._print(Add(*pure_real)),
292
+ self._print(-S.ImaginaryUnit*Add(*pure_imaginary)),
293
+ sign, t,
294
+ )
295
+ else:
296
+ return "cmplx(%s,%s)" % (
297
+ self._print(Add(*pure_real)),
298
+ self._print(-S.ImaginaryUnit*Add(*pure_imaginary)),
299
+ )
300
+ else:
301
+ return CodePrinter._print_Add(self, expr)
302
+
303
+ def _print_Function(self, expr):
304
+ # All constant function args are evaluated as floats
305
+ prec = self._settings['precision']
306
+ args = [N(a, prec) for a in expr.args]
307
+ eval_expr = expr.func(*args)
308
+ if not isinstance(eval_expr, Function):
309
+ return self._print(eval_expr)
310
+ else:
311
+ return CodePrinter._print_Function(self, expr.func(*args))
312
+
313
+ def _print_Mod(self, expr):
314
+ # NOTE : Fortran has the functions mod() and modulo(). modulo() behaves
315
+ # the same wrt to the sign of the arguments as Python and SymPy's
316
+ # modulus computations (% and Mod()) but is not available in Fortran 66
317
+ # or Fortran 77, thus we raise an error.
318
+ if self._settings['standard'] in [66, 77]:
319
+ msg = ("Python % operator and SymPy's Mod() function are not "
320
+ "supported by Fortran 66 or 77 standards.")
321
+ raise NotImplementedError(msg)
322
+ else:
323
+ x, y = expr.args
324
+ return " modulo({}, {})".format(self._print(x), self._print(y))
325
+
326
+ def _print_ImaginaryUnit(self, expr):
327
+ # purpose: print complex numbers nicely in Fortran.
328
+ return "cmplx(0,1)"
329
+
330
+ def _print_int(self, expr):
331
+ return str(expr)
332
+
333
+ def _print_Mul(self, expr):
334
+ # purpose: print complex numbers nicely in Fortran.
335
+ if expr.is_number and expr.is_imaginary:
336
+ return "cmplx(0,%s)" % (
337
+ self._print(-S.ImaginaryUnit*expr)
338
+ )
339
+ else:
340
+ return CodePrinter._print_Mul(self, expr)
341
+
342
+ def _print_Pow(self, expr):
343
+ PREC = precedence(expr)
344
+ if equal_valued(expr.exp, -1):
345
+ return '%s/%s' % (
346
+ self._print(literal_dp(1)),
347
+ self.parenthesize(expr.base, PREC)
348
+ )
349
+ elif equal_valued(expr.exp, 0.5):
350
+ if expr.base.is_integer:
351
+ # Fortran intrinsic sqrt() does not accept integer argument
352
+ if expr.base.is_Number:
353
+ return 'sqrt(%s.0d0)' % self._print(expr.base)
354
+ else:
355
+ return 'sqrt(dble(%s))' % self._print(expr.base)
356
+ else:
357
+ return 'sqrt(%s)' % self._print(expr.base)
358
+ else:
359
+ return CodePrinter._print_Pow(self, expr)
360
+
361
+ def _print_Rational(self, expr):
362
+ p, q = int(expr.p), int(expr.q)
363
+ return "%d.0d0/%d.0d0" % (p, q)
364
+
365
+ def _print_Float(self, expr):
366
+ printed = CodePrinter._print_Float(self, expr)
367
+ e = printed.find('e')
368
+ if e > -1:
369
+ return "%sd%s" % (printed[:e], printed[e + 1:])
370
+ return "%sd0" % printed
371
+
372
+ def _print_Relational(self, expr):
373
+ lhs_code = self._print(expr.lhs)
374
+ rhs_code = self._print(expr.rhs)
375
+ op = expr.rel_op
376
+ op = op if op not in self._relationals else self._relationals[op]
377
+ return "{} {} {}".format(lhs_code, op, rhs_code)
378
+
379
+ def _print_Indexed(self, expr):
380
+ inds = [ self._print(i) for i in expr.indices ]
381
+ return "%s(%s)" % (self._print(expr.base.label), ", ".join(inds))
382
+
383
+ def _print_Idx(self, expr):
384
+ return self._print(expr.label)
385
+
386
+ def _print_AugmentedAssignment(self, expr):
387
+ lhs_code = self._print(expr.lhs)
388
+ rhs_code = self._print(expr.rhs)
389
+ return self._get_statement("{0} = {0} {1} {2}".format(
390
+ self._print(lhs_code), self._print(expr.binop), self._print(rhs_code)))
391
+
392
+ def _print_sum_(self, sm):
393
+ params = self._print(sm.array)
394
+ if sm.dim != None: # Must use '!= None', cannot use 'is not None'
395
+ params += ', ' + self._print(sm.dim)
396
+ if sm.mask != None: # Must use '!= None', cannot use 'is not None'
397
+ params += ', mask=' + self._print(sm.mask)
398
+ return '%s(%s)' % (sm.__class__.__name__.rstrip('_'), params)
399
+
400
+ def _print_product_(self, prod):
401
+ return self._print_sum_(prod)
402
+
403
+ def _print_Do(self, do):
404
+ excl = ['concurrent']
405
+ if do.step == 1:
406
+ excl.append('step')
407
+ step = ''
408
+ else:
409
+ step = ', {step}'
410
+
411
+ return (
412
+ 'do {concurrent}{counter} = {first}, {last}'+step+'\n'
413
+ '{body}\n'
414
+ 'end do\n'
415
+ ).format(
416
+ concurrent='concurrent ' if do.concurrent else '',
417
+ **do.kwargs(apply=lambda arg: self._print(arg), exclude=excl)
418
+ )
419
+
420
+ def _print_ImpliedDoLoop(self, idl):
421
+ step = '' if idl.step == 1 else ', {step}'
422
+ return ('({expr}, {counter} = {first}, {last}'+step+')').format(
423
+ **idl.kwargs(apply=lambda arg: self._print(arg))
424
+ )
425
+
426
+ def _print_For(self, expr):
427
+ target = self._print(expr.target)
428
+ if isinstance(expr.iterable, Range):
429
+ start, stop, step = expr.iterable.args
430
+ else:
431
+ raise NotImplementedError("Only iterable currently supported is Range")
432
+ body = self._print(expr.body)
433
+ return ('do {target} = {start}, {stop}, {step}\n'
434
+ '{body}\n'
435
+ 'end do').format(target=target, start=start, stop=stop - 1,
436
+ step=step, body=body)
437
+
438
+ def _print_Type(self, type_):
439
+ type_ = self.type_aliases.get(type_, type_)
440
+ type_str = self.type_mappings.get(type_, type_.name)
441
+ module_uses = self.type_modules.get(type_)
442
+ if module_uses:
443
+ for k, v in module_uses:
444
+ self.module_uses[k].add(v)
445
+ return type_str
446
+
447
+ def _print_Element(self, elem):
448
+ return '{symbol}({idxs})'.format(
449
+ symbol=self._print(elem.symbol),
450
+ idxs=', '.join((self._print(arg) for arg in elem.indices))
451
+ )
452
+
453
+ def _print_Extent(self, ext):
454
+ return str(ext)
455
+
456
+ def _print_Declaration(self, expr):
457
+ var = expr.variable
458
+ val = var.value
459
+ dim = var.attr_params('dimension')
460
+ intents = [intent in var.attrs for intent in (intent_in, intent_out, intent_inout)]
461
+ if intents.count(True) == 0:
462
+ intent = ''
463
+ elif intents.count(True) == 1:
464
+ intent = ', intent(%s)' % ['in', 'out', 'inout'][intents.index(True)]
465
+ else:
466
+ raise ValueError("Multiple intents specified for %s" % self)
467
+
468
+ if isinstance(var, Pointer):
469
+ raise NotImplementedError("Pointers are not available by default in Fortran.")
470
+ if self._settings["standard"] >= 90:
471
+ result = '{t}{vc}{dim}{intent}{alloc} :: {s}'.format(
472
+ t=self._print(var.type),
473
+ vc=', parameter' if value_const in var.attrs else '',
474
+ dim=', dimension(%s)' % ', '.join((self._print(arg) for arg in dim)) if dim else '',
475
+ intent=intent,
476
+ alloc=', allocatable' if allocatable in var.attrs else '',
477
+ s=self._print(var.symbol)
478
+ )
479
+ if val != None: # Must be "!= None", cannot be "is not None"
480
+ result += ' = %s' % self._print(val)
481
+ else:
482
+ if value_const in var.attrs or val:
483
+ raise NotImplementedError("F77 init./parameter statem. req. multiple lines.")
484
+ result = ' '.join((self._print(arg) for arg in [var.type, var.symbol]))
485
+
486
+ return result
487
+
488
+
489
+ def _print_Infinity(self, expr):
490
+ return '(huge(%s) + 1)' % self._print(literal_dp(0))
491
+
492
+ def _print_While(self, expr):
493
+ return 'do while ({condition})\n{body}\nend do'.format(**expr.kwargs(
494
+ apply=lambda arg: self._print(arg)))
495
+
496
+ def _print_BooleanTrue(self, expr):
497
+ return '.true.'
498
+
499
+ def _print_BooleanFalse(self, expr):
500
+ return '.false.'
501
+
502
+ def _pad_leading_columns(self, lines):
503
+ result = []
504
+ for line in lines:
505
+ if line.startswith('!'):
506
+ result.append(self._lead['comment'] + line[1:].lstrip())
507
+ else:
508
+ result.append(self._lead['code'] + line)
509
+ return result
510
+
511
+ def _wrap_fortran(self, lines):
512
+ """Wrap long Fortran lines
513
+
514
+ Argument:
515
+ lines -- a list of lines (without \\n character)
516
+
517
+ A comment line is split at white space. Code lines are split with a more
518
+ complex rule to give nice results.
519
+ """
520
+ # routine to find split point in a code line
521
+ my_alnum = set("_+-." + string.digits + string.ascii_letters)
522
+ my_white = set(" \t()")
523
+
524
+ def split_pos_code(line, endpos):
525
+ if len(line) <= endpos:
526
+ return len(line)
527
+ pos = endpos
528
+ split = lambda pos: \
529
+ (line[pos] in my_alnum and line[pos - 1] not in my_alnum) or \
530
+ (line[pos] not in my_alnum and line[pos - 1] in my_alnum) or \
531
+ (line[pos] in my_white and line[pos - 1] not in my_white) or \
532
+ (line[pos] not in my_white and line[pos - 1] in my_white)
533
+ while not split(pos):
534
+ pos -= 1
535
+ if pos == 0:
536
+ return endpos
537
+ return pos
538
+ # split line by line and add the split lines to result
539
+ result = []
540
+ if self._settings['source_format'] == 'free':
541
+ trailing = ' &'
542
+ else:
543
+ trailing = ''
544
+ for line in lines:
545
+ if line.startswith(self._lead['comment']):
546
+ # comment line
547
+ if len(line) > 72:
548
+ pos = line.rfind(" ", 6, 72)
549
+ if pos == -1:
550
+ pos = 72
551
+ hunk = line[:pos]
552
+ line = line[pos:].lstrip()
553
+ result.append(hunk)
554
+ while line:
555
+ pos = line.rfind(" ", 0, 66)
556
+ if pos == -1 or len(line) < 66:
557
+ pos = 66
558
+ hunk = line[:pos]
559
+ line = line[pos:].lstrip()
560
+ result.append("%s%s" % (self._lead['comment'], hunk))
561
+ else:
562
+ result.append(line)
563
+ elif line.startswith(self._lead['code']):
564
+ # code line
565
+ pos = split_pos_code(line, 72)
566
+ hunk = line[:pos].rstrip()
567
+ line = line[pos:].lstrip()
568
+ if line:
569
+ hunk += trailing
570
+ result.append(hunk)
571
+ while line:
572
+ pos = split_pos_code(line, 65)
573
+ hunk = line[:pos].rstrip()
574
+ line = line[pos:].lstrip()
575
+ if line:
576
+ hunk += trailing
577
+ result.append("%s%s" % (self._lead['cont'], hunk))
578
+ else:
579
+ result.append(line)
580
+ return result
581
+
582
+ def indent_code(self, code):
583
+ """Accepts a string of code or a list of code lines"""
584
+ if isinstance(code, str):
585
+ code_lines = self.indent_code(code.splitlines(True))
586
+ return ''.join(code_lines)
587
+
588
+ free = self._settings['source_format'] == 'free'
589
+ code = [ line.lstrip(' \t') for line in code ]
590
+
591
+ inc_keyword = ('do ', 'if(', 'if ', 'do\n', 'else', 'program', 'interface')
592
+ dec_keyword = ('end do', 'enddo', 'end if', 'endif', 'else', 'end program', 'end interface')
593
+
594
+ increase = [ int(any(map(line.startswith, inc_keyword)))
595
+ for line in code ]
596
+ decrease = [ int(any(map(line.startswith, dec_keyword)))
597
+ for line in code ]
598
+ continuation = [ int(any(map(line.endswith, ['&', '&\n'])))
599
+ for line in code ]
600
+
601
+ level = 0
602
+ cont_padding = 0
603
+ tabwidth = 3
604
+ new_code = []
605
+ for i, line in enumerate(code):
606
+ if line in ('', '\n'):
607
+ new_code.append(line)
608
+ continue
609
+ level -= decrease[i]
610
+
611
+ if free:
612
+ padding = " "*(level*tabwidth + cont_padding)
613
+ else:
614
+ padding = " "*level*tabwidth
615
+
616
+ line = "%s%s" % (padding, line)
617
+ if not free:
618
+ line = self._pad_leading_columns([line])[0]
619
+
620
+ new_code.append(line)
621
+
622
+ if continuation[i]:
623
+ cont_padding = 2*tabwidth
624
+ else:
625
+ cont_padding = 0
626
+ level += increase[i]
627
+
628
+ if not free:
629
+ return self._wrap_fortran(new_code)
630
+ return new_code
631
+
632
+ def _print_GoTo(self, goto):
633
+ if goto.expr: # computed goto
634
+ return "go to ({labels}), {expr}".format(
635
+ labels=', '.join((self._print(arg) for arg in goto.labels)),
636
+ expr=self._print(goto.expr)
637
+ )
638
+ else:
639
+ lbl, = goto.labels
640
+ return "go to %s" % self._print(lbl)
641
+
642
+ def _print_Program(self, prog):
643
+ return (
644
+ "program {name}\n"
645
+ "{body}\n"
646
+ "end program\n"
647
+ ).format(**prog.kwargs(apply=lambda arg: self._print(arg)))
648
+
649
+ def _print_Module(self, mod):
650
+ return (
651
+ "module {name}\n"
652
+ "{declarations}\n"
653
+ "\ncontains\n\n"
654
+ "{definitions}\n"
655
+ "end module\n"
656
+ ).format(**mod.kwargs(apply=lambda arg: self._print(arg)))
657
+
658
+ def _print_Stream(self, strm):
659
+ if strm.name == 'stdout' and self._settings["standard"] >= 2003:
660
+ self.module_uses['iso_c_binding'].add('stdint=>input_unit')
661
+ return 'input_unit'
662
+ elif strm.name == 'stderr' and self._settings["standard"] >= 2003:
663
+ self.module_uses['iso_c_binding'].add('stdint=>error_unit')
664
+ return 'error_unit'
665
+ else:
666
+ if strm.name == 'stdout':
667
+ return '*'
668
+ else:
669
+ return strm.name
670
+
671
+ def _print_Print(self, ps):
672
+ if ps.format_string != None: # Must be '!= None', cannot be 'is not None'
673
+ fmt = self._print(ps.format_string)
674
+ else:
675
+ fmt = "*"
676
+ return "print {fmt}, {iolist}".format(fmt=fmt, iolist=', '.join(
677
+ (self._print(arg) for arg in ps.print_args)))
678
+
679
+ def _print_Return(self, rs):
680
+ arg, = rs.args
681
+ return "{result_name} = {arg}".format(
682
+ result_name=self._context.get('result_name', 'sympy_result'),
683
+ arg=self._print(arg)
684
+ )
685
+
686
+ def _print_FortranReturn(self, frs):
687
+ arg, = frs.args
688
+ if arg:
689
+ return 'return %s' % self._print(arg)
690
+ else:
691
+ return 'return'
692
+
693
+ def _head(self, entity, fp, **kwargs):
694
+ bind_C_params = fp.attr_params('bind_C')
695
+ if bind_C_params is None:
696
+ bind = ''
697
+ else:
698
+ bind = ' bind(C, name="%s")' % bind_C_params[0] if bind_C_params else ' bind(C)'
699
+ result_name = self._settings.get('result_name', None)
700
+ return (
701
+ "{entity}{name}({arg_names}){result}{bind}\n"
702
+ "{arg_declarations}"
703
+ ).format(
704
+ entity=entity,
705
+ name=self._print(fp.name),
706
+ arg_names=', '.join([self._print(arg.symbol) for arg in fp.parameters]),
707
+ result=(' result(%s)' % result_name) if result_name else '',
708
+ bind=bind,
709
+ arg_declarations='\n'.join((self._print(Declaration(arg)) for arg in fp.parameters))
710
+ )
711
+
712
+ def _print_FunctionPrototype(self, fp):
713
+ entity = "{} function ".format(self._print(fp.return_type))
714
+ return (
715
+ "interface\n"
716
+ "{function_head}\n"
717
+ "end function\n"
718
+ "end interface"
719
+ ).format(function_head=self._head(entity, fp))
720
+
721
+ def _print_FunctionDefinition(self, fd):
722
+ if elemental in fd.attrs:
723
+ prefix = 'elemental '
724
+ elif pure in fd.attrs:
725
+ prefix = 'pure '
726
+ else:
727
+ prefix = ''
728
+
729
+ entity = "{} function ".format(self._print(fd.return_type))
730
+ with printer_context(self, result_name=fd.name):
731
+ return (
732
+ "{prefix}{function_head}\n"
733
+ "{body}\n"
734
+ "end function\n"
735
+ ).format(
736
+ prefix=prefix,
737
+ function_head=self._head(entity, fd),
738
+ body=self._print(fd.body)
739
+ )
740
+
741
+ def _print_Subroutine(self, sub):
742
+ return (
743
+ '{subroutine_head}\n'
744
+ '{body}\n'
745
+ 'end subroutine\n'
746
+ ).format(
747
+ subroutine_head=self._head('subroutine ', sub),
748
+ body=self._print(sub.body)
749
+ )
750
+
751
+ def _print_SubroutineCall(self, scall):
752
+ return 'call {name}({args})'.format(
753
+ name=self._print(scall.name),
754
+ args=', '.join((self._print(arg) for arg in scall.subroutine_args))
755
+ )
756
+
757
+ def _print_use_rename(self, rnm):
758
+ return "%s => %s" % tuple((self._print(arg) for arg in rnm.args))
759
+
760
+ def _print_use(self, use):
761
+ result = 'use %s' % self._print(use.namespace)
762
+ if use.rename != None: # Must be '!= None', cannot be 'is not None'
763
+ result += ', ' + ', '.join([self._print(rnm) for rnm in use.rename])
764
+ if use.only != None: # Must be '!= None', cannot be 'is not None'
765
+ result += ', only: ' + ', '.join([self._print(nly) for nly in use.only])
766
+ return result
767
+
768
+ def _print_BreakToken(self, _):
769
+ return 'exit'
770
+
771
+ def _print_ContinueToken(self, _):
772
+ return 'cycle'
773
+
774
+ def _print_ArrayConstructor(self, ac):
775
+ fmtstr = "[%s]" if self._settings["standard"] >= 2003 else '(/%s/)'
776
+ return fmtstr % ', '.join((self._print(arg) for arg in ac.elements))
777
+
778
+ def _print_ArrayElement(self, elem):
779
+ return '{symbol}({idxs})'.format(
780
+ symbol=self._print(elem.name),
781
+ idxs=', '.join((self._print(arg) for arg in elem.indices))
782
+ )
venv/lib/python3.10/site-packages/sympy/printing/jscode.py ADDED
@@ -0,0 +1,339 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ """
2
+ Javascript code printer
3
+
4
+ The JavascriptCodePrinter converts single SymPy expressions into single
5
+ Javascript expressions, using the functions defined in the Javascript
6
+ Math object where possible.
7
+
8
+ """
9
+
10
+ from __future__ import annotations
11
+ from typing import Any
12
+
13
+ from sympy.core import S
14
+ from sympy.core.numbers import equal_valued
15
+ from sympy.printing.codeprinter import CodePrinter
16
+ from sympy.printing.precedence import precedence, PRECEDENCE
17
+
18
+
19
+ # dictionary mapping SymPy function to (argument_conditions, Javascript_function).
20
+ # Used in JavascriptCodePrinter._print_Function(self)
21
+ known_functions = {
22
+ 'Abs': 'Math.abs',
23
+ 'acos': 'Math.acos',
24
+ 'acosh': 'Math.acosh',
25
+ 'asin': 'Math.asin',
26
+ 'asinh': 'Math.asinh',
27
+ 'atan': 'Math.atan',
28
+ 'atan2': 'Math.atan2',
29
+ 'atanh': 'Math.atanh',
30
+ 'ceiling': 'Math.ceil',
31
+ 'cos': 'Math.cos',
32
+ 'cosh': 'Math.cosh',
33
+ 'exp': 'Math.exp',
34
+ 'floor': 'Math.floor',
35
+ 'log': 'Math.log',
36
+ 'Max': 'Math.max',
37
+ 'Min': 'Math.min',
38
+ 'sign': 'Math.sign',
39
+ 'sin': 'Math.sin',
40
+ 'sinh': 'Math.sinh',
41
+ 'tan': 'Math.tan',
42
+ 'tanh': 'Math.tanh',
43
+ }
44
+
45
+
46
+ class JavascriptCodePrinter(CodePrinter):
47
+ """"A Printer to convert Python expressions to strings of JavaScript code
48
+ """
49
+ printmethod = '_javascript'
50
+ language = 'JavaScript'
51
+
52
+ _default_settings: dict[str, Any] = {
53
+ 'order': None,
54
+ 'full_prec': 'auto',
55
+ 'precision': 17,
56
+ 'user_functions': {},
57
+ 'human': True,
58
+ 'allow_unknown_functions': False,
59
+ 'contract': True,
60
+ }
61
+
62
+ def __init__(self, settings={}):
63
+ CodePrinter.__init__(self, settings)
64
+ self.known_functions = dict(known_functions)
65
+ userfuncs = settings.get('user_functions', {})
66
+ self.known_functions.update(userfuncs)
67
+
68
+ def _rate_index_position(self, p):
69
+ return p*5
70
+
71
+ def _get_statement(self, codestring):
72
+ return "%s;" % codestring
73
+
74
+ def _get_comment(self, text):
75
+ return "// {}".format(text)
76
+
77
+ def _declare_number_const(self, name, value):
78
+ return "var {} = {};".format(name, value.evalf(self._settings['precision']))
79
+
80
+ def _format_code(self, lines):
81
+ return self.indent_code(lines)
82
+
83
+ def _traverse_matrix_indices(self, mat):
84
+ rows, cols = mat.shape
85
+ return ((i, j) for i in range(rows) for j in range(cols))
86
+
87
+ def _get_loop_opening_ending(self, indices):
88
+ open_lines = []
89
+ close_lines = []
90
+ loopstart = "for (var %(varble)s=%(start)s; %(varble)s<%(end)s; %(varble)s++){"
91
+ for i in indices:
92
+ # Javascript arrays start at 0 and end at dimension-1
93
+ open_lines.append(loopstart % {
94
+ 'varble': self._print(i.label),
95
+ 'start': self._print(i.lower),
96
+ 'end': self._print(i.upper + 1)})
97
+ close_lines.append("}")
98
+ return open_lines, close_lines
99
+
100
+ def _print_Pow(self, expr):
101
+ PREC = precedence(expr)
102
+ if equal_valued(expr.exp, -1):
103
+ return '1/%s' % (self.parenthesize(expr.base, PREC))
104
+ elif equal_valued(expr.exp, 0.5):
105
+ return 'Math.sqrt(%s)' % self._print(expr.base)
106
+ elif expr.exp == S.One/3:
107
+ return 'Math.cbrt(%s)' % self._print(expr.base)
108
+ else:
109
+ return 'Math.pow(%s, %s)' % (self._print(expr.base),
110
+ self._print(expr.exp))
111
+
112
+ def _print_Rational(self, expr):
113
+ p, q = int(expr.p), int(expr.q)
114
+ return '%d/%d' % (p, q)
115
+
116
+ def _print_Mod(self, expr):
117
+ num, den = expr.args
118
+ PREC = precedence(expr)
119
+ snum, sden = [self.parenthesize(arg, PREC) for arg in expr.args]
120
+ # % is remainder (same sign as numerator), not modulo (same sign as
121
+ # denominator), in js. Hence, % only works as modulo if both numbers
122
+ # have the same sign
123
+ if (num.is_nonnegative and den.is_nonnegative or
124
+ num.is_nonpositive and den.is_nonpositive):
125
+ return f"{snum} % {sden}"
126
+ return f"(({snum} % {sden}) + {sden}) % {sden}"
127
+
128
+ def _print_Relational(self, expr):
129
+ lhs_code = self._print(expr.lhs)
130
+ rhs_code = self._print(expr.rhs)
131
+ op = expr.rel_op
132
+ return "{} {} {}".format(lhs_code, op, rhs_code)
133
+
134
+ def _print_Indexed(self, expr):
135
+ # calculate index for 1d array
136
+ dims = expr.shape
137
+ elem = S.Zero
138
+ offset = S.One
139
+ for i in reversed(range(expr.rank)):
140
+ elem += expr.indices[i]*offset
141
+ offset *= dims[i]
142
+ return "%s[%s]" % (self._print(expr.base.label), self._print(elem))
143
+
144
+ def _print_Idx(self, expr):
145
+ return self._print(expr.label)
146
+
147
+ def _print_Exp1(self, expr):
148
+ return "Math.E"
149
+
150
+ def _print_Pi(self, expr):
151
+ return 'Math.PI'
152
+
153
+ def _print_Infinity(self, expr):
154
+ return 'Number.POSITIVE_INFINITY'
155
+
156
+ def _print_NegativeInfinity(self, expr):
157
+ return 'Number.NEGATIVE_INFINITY'
158
+
159
+ def _print_Piecewise(self, expr):
160
+ from sympy.codegen.ast import Assignment
161
+ if expr.args[-1].cond != True:
162
+ # We need the last conditional to be a True, otherwise the resulting
163
+ # function may not return a result.
164
+ raise ValueError("All Piecewise expressions must contain an "
165
+ "(expr, True) statement to be used as a default "
166
+ "condition. Without one, the generated "
167
+ "expression may not evaluate to anything under "
168
+ "some condition.")
169
+ lines = []
170
+ if expr.has(Assignment):
171
+ for i, (e, c) in enumerate(expr.args):
172
+ if i == 0:
173
+ lines.append("if (%s) {" % self._print(c))
174
+ elif i == len(expr.args) - 1 and c == True:
175
+ lines.append("else {")
176
+ else:
177
+ lines.append("else if (%s) {" % self._print(c))
178
+ code0 = self._print(e)
179
+ lines.append(code0)
180
+ lines.append("}")
181
+ return "\n".join(lines)
182
+ else:
183
+ # The piecewise was used in an expression, need to do inline
184
+ # operators. This has the downside that inline operators will
185
+ # not work for statements that span multiple lines (Matrix or
186
+ # Indexed expressions).
187
+ ecpairs = ["((%s) ? (\n%s\n)\n" % (self._print(c), self._print(e))
188
+ for e, c in expr.args[:-1]]
189
+ last_line = ": (\n%s\n)" % self._print(expr.args[-1].expr)
190
+ return ": ".join(ecpairs) + last_line + " ".join([")"*len(ecpairs)])
191
+
192
+ def _print_MatrixElement(self, expr):
193
+ return "{}[{}]".format(self.parenthesize(expr.parent,
194
+ PRECEDENCE["Atom"], strict=True),
195
+ expr.j + expr.i*expr.parent.shape[1])
196
+
197
+ def indent_code(self, code):
198
+ """Accepts a string of code or a list of code lines"""
199
+
200
+ if isinstance(code, str):
201
+ code_lines = self.indent_code(code.splitlines(True))
202
+ return ''.join(code_lines)
203
+
204
+ tab = " "
205
+ inc_token = ('{', '(', '{\n', '(\n')
206
+ dec_token = ('}', ')')
207
+
208
+ code = [ line.lstrip(' \t') for line in code ]
209
+
210
+ increase = [ int(any(map(line.endswith, inc_token))) for line in code ]
211
+ decrease = [ int(any(map(line.startswith, dec_token)))
212
+ for line in code ]
213
+
214
+ pretty = []
215
+ level = 0
216
+ for n, line in enumerate(code):
217
+ if line in ('', '\n'):
218
+ pretty.append(line)
219
+ continue
220
+ level -= decrease[n]
221
+ pretty.append("%s%s" % (tab*level, line))
222
+ level += increase[n]
223
+ return pretty
224
+
225
+
226
+ def jscode(expr, assign_to=None, **settings):
227
+ """Converts an expr to a string of javascript code
228
+
229
+ Parameters
230
+ ==========
231
+
232
+ expr : Expr
233
+ A SymPy expression to be converted.
234
+ assign_to : optional
235
+ When given, the argument is used as the name of the variable to which
236
+ the expression is assigned. Can be a string, ``Symbol``,
237
+ ``MatrixSymbol``, or ``Indexed`` type. This is helpful in case of
238
+ line-wrapping, or for expressions that generate multi-line statements.
239
+ precision : integer, optional
240
+ The precision for numbers such as pi [default=15].
241
+ user_functions : dict, optional
242
+ A dictionary where keys are ``FunctionClass`` instances and values are
243
+ their string representations. Alternatively, the dictionary value can
244
+ be a list of tuples i.e. [(argument_test, js_function_string)]. See
245
+ below for examples.
246
+ human : bool, optional
247
+ If True, the result is a single string that may contain some constant
248
+ declarations for the number symbols. If False, the same information is
249
+ returned in a tuple of (symbols_to_declare, not_supported_functions,
250
+ code_text). [default=True].
251
+ contract: bool, optional
252
+ If True, ``Indexed`` instances are assumed to obey tensor contraction
253
+ rules and the corresponding nested loops over indices are generated.
254
+ Setting contract=False will not generate loops, instead the user is
255
+ responsible to provide values for the indices in the code.
256
+ [default=True].
257
+
258
+ Examples
259
+ ========
260
+
261
+ >>> from sympy import jscode, symbols, Rational, sin, ceiling, Abs
262
+ >>> x, tau = symbols("x, tau")
263
+ >>> jscode((2*tau)**Rational(7, 2))
264
+ '8*Math.sqrt(2)*Math.pow(tau, 7/2)'
265
+ >>> jscode(sin(x), assign_to="s")
266
+ 's = Math.sin(x);'
267
+
268
+ Custom printing can be defined for certain types by passing a dictionary of
269
+ "type" : "function" to the ``user_functions`` kwarg. Alternatively, the
270
+ dictionary value can be a list of tuples i.e. [(argument_test,
271
+ js_function_string)].
272
+
273
+ >>> custom_functions = {
274
+ ... "ceiling": "CEIL",
275
+ ... "Abs": [(lambda x: not x.is_integer, "fabs"),
276
+ ... (lambda x: x.is_integer, "ABS")]
277
+ ... }
278
+ >>> jscode(Abs(x) + ceiling(x), user_functions=custom_functions)
279
+ 'fabs(x) + CEIL(x)'
280
+
281
+ ``Piecewise`` expressions are converted into conditionals. If an
282
+ ``assign_to`` variable is provided an if statement is created, otherwise
283
+ the ternary operator is used. Note that if the ``Piecewise`` lacks a
284
+ default term, represented by ``(expr, True)`` then an error will be thrown.
285
+ This is to prevent generating an expression that may not evaluate to
286
+ anything.
287
+
288
+ >>> from sympy import Piecewise
289
+ >>> expr = Piecewise((x + 1, x > 0), (x, True))
290
+ >>> print(jscode(expr, tau))
291
+ if (x > 0) {
292
+ tau = x + 1;
293
+ }
294
+ else {
295
+ tau = x;
296
+ }
297
+
298
+ Support for loops is provided through ``Indexed`` types. With
299
+ ``contract=True`` these expressions will be turned into loops, whereas
300
+ ``contract=False`` will just print the assignment expression that should be
301
+ looped over:
302
+
303
+ >>> from sympy import Eq, IndexedBase, Idx
304
+ >>> len_y = 5
305
+ >>> y = IndexedBase('y', shape=(len_y,))
306
+ >>> t = IndexedBase('t', shape=(len_y,))
307
+ >>> Dy = IndexedBase('Dy', shape=(len_y-1,))
308
+ >>> i = Idx('i', len_y-1)
309
+ >>> e=Eq(Dy[i], (y[i+1]-y[i])/(t[i+1]-t[i]))
310
+ >>> jscode(e.rhs, assign_to=e.lhs, contract=False)
311
+ 'Dy[i] = (y[i + 1] - y[i])/(t[i + 1] - t[i]);'
312
+
313
+ Matrices are also supported, but a ``MatrixSymbol`` of the same dimensions
314
+ must be provided to ``assign_to``. Note that any expression that can be
315
+ generated normally can also exist inside a Matrix:
316
+
317
+ >>> from sympy import Matrix, MatrixSymbol
318
+ >>> mat = Matrix([x**2, Piecewise((x + 1, x > 0), (x, True)), sin(x)])
319
+ >>> A = MatrixSymbol('A', 3, 1)
320
+ >>> print(jscode(mat, A))
321
+ A[0] = Math.pow(x, 2);
322
+ if (x > 0) {
323
+ A[1] = x + 1;
324
+ }
325
+ else {
326
+ A[1] = x;
327
+ }
328
+ A[2] = Math.sin(x);
329
+ """
330
+
331
+ return JavascriptCodePrinter(settings).doprint(expr, assign_to)
332
+
333
+
334
+ def print_jscode(expr, **settings):
335
+ """Prints the Javascript representation of the given expression.
336
+
337
+ See jscode for the meaning of the optional arguments.
338
+ """
339
+ print(jscode(expr, **settings))
venv/lib/python3.10/site-packages/sympy/printing/latex.py ADDED
The diff for this file is too large to render. See raw diff
 
venv/lib/python3.10/site-packages/sympy/printing/maple.py ADDED
@@ -0,0 +1,311 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ """
2
+ Maple code printer
3
+
4
+ The MapleCodePrinter converts single SymPy expressions into single
5
+ Maple expressions, using the functions defined in the Maple objects where possible.
6
+
7
+
8
+ FIXME: This module is still under actively developed. Some functions may be not completed.
9
+ """
10
+
11
+ from sympy.core import S
12
+ from sympy.core.numbers import Integer, IntegerConstant, equal_valued
13
+ from sympy.printing.codeprinter import CodePrinter
14
+ from sympy.printing.precedence import precedence, PRECEDENCE
15
+
16
+ import sympy
17
+
18
+ _known_func_same_name = (
19
+ 'sin', 'cos', 'tan', 'sec', 'csc', 'cot', 'sinh', 'cosh', 'tanh', 'sech',
20
+ 'csch', 'coth', 'exp', 'floor', 'factorial', 'bernoulli', 'euler',
21
+ 'fibonacci', 'gcd', 'lcm', 'conjugate', 'Ci', 'Chi', 'Ei', 'Li', 'Si', 'Shi',
22
+ 'erf', 'erfc', 'harmonic', 'LambertW',
23
+ 'sqrt', # For automatic rewrites
24
+ )
25
+
26
+ known_functions = {
27
+ # SymPy -> Maple
28
+ 'Abs': 'abs',
29
+ 'log': 'ln',
30
+ 'asin': 'arcsin',
31
+ 'acos': 'arccos',
32
+ 'atan': 'arctan',
33
+ 'asec': 'arcsec',
34
+ 'acsc': 'arccsc',
35
+ 'acot': 'arccot',
36
+ 'asinh': 'arcsinh',
37
+ 'acosh': 'arccosh',
38
+ 'atanh': 'arctanh',
39
+ 'asech': 'arcsech',
40
+ 'acsch': 'arccsch',
41
+ 'acoth': 'arccoth',
42
+ 'ceiling': 'ceil',
43
+ 'Max' : 'max',
44
+ 'Min' : 'min',
45
+
46
+ 'factorial2': 'doublefactorial',
47
+ 'RisingFactorial': 'pochhammer',
48
+ 'besseli': 'BesselI',
49
+ 'besselj': 'BesselJ',
50
+ 'besselk': 'BesselK',
51
+ 'bessely': 'BesselY',
52
+ 'hankelh1': 'HankelH1',
53
+ 'hankelh2': 'HankelH2',
54
+ 'airyai': 'AiryAi',
55
+ 'airybi': 'AiryBi',
56
+ 'appellf1': 'AppellF1',
57
+ 'fresnelc': 'FresnelC',
58
+ 'fresnels': 'FresnelS',
59
+ 'lerchphi' : 'LerchPhi',
60
+ }
61
+
62
+ for _func in _known_func_same_name:
63
+ known_functions[_func] = _func
64
+
65
+ number_symbols = {
66
+ # SymPy -> Maple
67
+ S.Pi: 'Pi',
68
+ S.Exp1: 'exp(1)',
69
+ S.Catalan: 'Catalan',
70
+ S.EulerGamma: 'gamma',
71
+ S.GoldenRatio: '(1/2 + (1/2)*sqrt(5))'
72
+ }
73
+
74
+ spec_relational_ops = {
75
+ # SymPy -> Maple
76
+ '==': '=',
77
+ '!=': '<>'
78
+ }
79
+
80
+ not_supported_symbol = [
81
+ S.ComplexInfinity
82
+ ]
83
+
84
+ class MapleCodePrinter(CodePrinter):
85
+ """
86
+ Printer which converts a SymPy expression into a maple code.
87
+ """
88
+ printmethod = "_maple"
89
+ language = "maple"
90
+
91
+ _default_settings = {
92
+ 'order': None,
93
+ 'full_prec': 'auto',
94
+ 'human': True,
95
+ 'inline': True,
96
+ 'allow_unknown_functions': True,
97
+ }
98
+
99
+ def __init__(self, settings=None):
100
+ if settings is None:
101
+ settings = {}
102
+ super().__init__(settings)
103
+ self.known_functions = dict(known_functions)
104
+ userfuncs = settings.get('user_functions', {})
105
+ self.known_functions.update(userfuncs)
106
+
107
+ def _get_statement(self, codestring):
108
+ return "%s;" % codestring
109
+
110
+ def _get_comment(self, text):
111
+ return "# {}".format(text)
112
+
113
+ def _declare_number_const(self, name, value):
114
+ return "{} := {};".format(name,
115
+ value.evalf(self._settings['precision']))
116
+
117
+ def _format_code(self, lines):
118
+ return lines
119
+
120
+ def _print_tuple(self, expr):
121
+ return self._print(list(expr))
122
+
123
+ def _print_Tuple(self, expr):
124
+ return self._print(list(expr))
125
+
126
+ def _print_Assignment(self, expr):
127
+ lhs = self._print(expr.lhs)
128
+ rhs = self._print(expr.rhs)
129
+ return "{lhs} := {rhs}".format(lhs=lhs, rhs=rhs)
130
+
131
+ def _print_Pow(self, expr, **kwargs):
132
+ PREC = precedence(expr)
133
+ if equal_valued(expr.exp, -1):
134
+ return '1/%s' % (self.parenthesize(expr.base, PREC))
135
+ elif equal_valued(expr.exp, 0.5):
136
+ return 'sqrt(%s)' % self._print(expr.base)
137
+ elif equal_valued(expr.exp, -0.5):
138
+ return '1/sqrt(%s)' % self._print(expr.base)
139
+ else:
140
+ return '{base}^{exp}'.format(
141
+ base=self.parenthesize(expr.base, PREC),
142
+ exp=self.parenthesize(expr.exp, PREC))
143
+
144
+ def _print_Piecewise(self, expr):
145
+ if (expr.args[-1].cond is not True) and (expr.args[-1].cond != S.BooleanTrue):
146
+ # We need the last conditional to be a True, otherwise the resulting
147
+ # function may not return a result.
148
+ raise ValueError("All Piecewise expressions must contain an "
149
+ "(expr, True) statement to be used as a default "
150
+ "condition. Without one, the generated "
151
+ "expression may not evaluate to anything under "
152
+ "some condition.")
153
+ _coup_list = [
154
+ ("{c}, {e}".format(c=self._print(c),
155
+ e=self._print(e)) if c is not True and c is not S.BooleanTrue else "{e}".format(
156
+ e=self._print(e)))
157
+ for e, c in expr.args]
158
+ _inbrace = ', '.join(_coup_list)
159
+ return 'piecewise({_inbrace})'.format(_inbrace=_inbrace)
160
+
161
+ def _print_Rational(self, expr):
162
+ p, q = int(expr.p), int(expr.q)
163
+ return "{p}/{q}".format(p=str(p), q=str(q))
164
+
165
+ def _print_Relational(self, expr):
166
+ PREC=precedence(expr)
167
+ lhs_code = self.parenthesize(expr.lhs, PREC)
168
+ rhs_code = self.parenthesize(expr.rhs, PREC)
169
+ op = expr.rel_op
170
+ if op in spec_relational_ops:
171
+ op = spec_relational_ops[op]
172
+ return "{lhs} {rel_op} {rhs}".format(lhs=lhs_code, rel_op=op, rhs=rhs_code)
173
+
174
+ def _print_NumberSymbol(self, expr):
175
+ return number_symbols[expr]
176
+
177
+ def _print_NegativeInfinity(self, expr):
178
+ return '-infinity'
179
+
180
+ def _print_Infinity(self, expr):
181
+ return 'infinity'
182
+
183
+ def _print_Idx(self, expr):
184
+ return self._print(expr.label)
185
+
186
+ def _print_BooleanTrue(self, expr):
187
+ return "true"
188
+
189
+ def _print_BooleanFalse(self, expr):
190
+ return "false"
191
+
192
+ def _print_bool(self, expr):
193
+ return 'true' if expr else 'false'
194
+
195
+ def _print_NaN(self, expr):
196
+ return 'undefined'
197
+
198
+ def _get_matrix(self, expr, sparse=False):
199
+ if S.Zero in expr.shape:
200
+ _strM = 'Matrix([], storage = {storage})'.format(
201
+ storage='sparse' if sparse else 'rectangular')
202
+ else:
203
+ _strM = 'Matrix({list}, storage = {storage})'.format(
204
+ list=self._print(expr.tolist()),
205
+ storage='sparse' if sparse else 'rectangular')
206
+ return _strM
207
+
208
+ def _print_MatrixElement(self, expr):
209
+ return "{parent}[{i_maple}, {j_maple}]".format(
210
+ parent=self.parenthesize(expr.parent, PRECEDENCE["Atom"], strict=True),
211
+ i_maple=self._print(expr.i + 1),
212
+ j_maple=self._print(expr.j + 1))
213
+
214
+ def _print_MatrixBase(self, expr):
215
+ return self._get_matrix(expr, sparse=False)
216
+
217
+ def _print_SparseRepMatrix(self, expr):
218
+ return self._get_matrix(expr, sparse=True)
219
+
220
+ def _print_Identity(self, expr):
221
+ if isinstance(expr.rows, (Integer, IntegerConstant)):
222
+ return self._print(sympy.SparseMatrix(expr))
223
+ else:
224
+ return "Matrix({var_size}, shape = identity)".format(var_size=self._print(expr.rows))
225
+
226
+ def _print_MatMul(self, expr):
227
+ PREC=precedence(expr)
228
+ _fact_list = list(expr.args)
229
+ _const = None
230
+ if not isinstance(_fact_list[0], (sympy.MatrixBase, sympy.MatrixExpr,
231
+ sympy.MatrixSlice, sympy.MatrixSymbol)):
232
+ _const, _fact_list = _fact_list[0], _fact_list[1:]
233
+
234
+ if _const is None or _const == 1:
235
+ return '.'.join(self.parenthesize(_m, PREC) for _m in _fact_list)
236
+ else:
237
+ return '{c}*{m}'.format(c=_const, m='.'.join(self.parenthesize(_m, PREC) for _m in _fact_list))
238
+
239
+ def _print_MatPow(self, expr):
240
+ # This function requires LinearAlgebra Function in Maple
241
+ return 'MatrixPower({A}, {n})'.format(A=self._print(expr.base), n=self._print(expr.exp))
242
+
243
+ def _print_HadamardProduct(self, expr):
244
+ PREC = precedence(expr)
245
+ _fact_list = list(expr.args)
246
+ return '*'.join(self.parenthesize(_m, PREC) for _m in _fact_list)
247
+
248
+ def _print_Derivative(self, expr):
249
+ _f, (_var, _order) = expr.args
250
+
251
+ if _order != 1:
252
+ _second_arg = '{var}${order}'.format(var=self._print(_var),
253
+ order=self._print(_order))
254
+ else:
255
+ _second_arg = '{var}'.format(var=self._print(_var))
256
+ return 'diff({func_expr}, {sec_arg})'.format(func_expr=self._print(_f), sec_arg=_second_arg)
257
+
258
+
259
+ def maple_code(expr, assign_to=None, **settings):
260
+ r"""Converts ``expr`` to a string of Maple code.
261
+
262
+ Parameters
263
+ ==========
264
+
265
+ expr : Expr
266
+ A SymPy expression to be converted.
267
+ assign_to : optional
268
+ When given, the argument is used as the name of the variable to which
269
+ the expression is assigned. Can be a string, ``Symbol``,
270
+ ``MatrixSymbol``, or ``Indexed`` type. This can be helpful for
271
+ expressions that generate multi-line statements.
272
+ precision : integer, optional
273
+ The precision for numbers such as pi [default=16].
274
+ user_functions : dict, optional
275
+ A dictionary where keys are ``FunctionClass`` instances and values are
276
+ their string representations. Alternatively, the dictionary value can
277
+ be a list of tuples i.e. [(argument_test, cfunction_string)]. See
278
+ below for examples.
279
+ human : bool, optional
280
+ If True, the result is a single string that may contain some constant
281
+ declarations for the number symbols. If False, the same information is
282
+ returned in a tuple of (symbols_to_declare, not_supported_functions,
283
+ code_text). [default=True].
284
+ contract: bool, optional
285
+ If True, ``Indexed`` instances are assumed to obey tensor contraction
286
+ rules and the corresponding nested loops over indices are generated.
287
+ Setting contract=False will not generate loops, instead the user is
288
+ responsible to provide values for the indices in the code.
289
+ [default=True].
290
+ inline: bool, optional
291
+ If True, we try to create single-statement code instead of multiple
292
+ statements. [default=True].
293
+
294
+ """
295
+ return MapleCodePrinter(settings).doprint(expr, assign_to)
296
+
297
+
298
+ def print_maple_code(expr, **settings):
299
+ """Prints the Maple representation of the given expression.
300
+
301
+ See :func:`maple_code` for the meaning of the optional arguments.
302
+
303
+ Examples
304
+ ========
305
+
306
+ >>> from sympy import print_maple_code, symbols
307
+ >>> x, y = symbols('x y')
308
+ >>> print_maple_code(x, assign_to=y)
309
+ y := x
310
+ """
311
+ print(maple_code(expr, **settings))
venv/lib/python3.10/site-packages/sympy/printing/mathml.py ADDED
@@ -0,0 +1,2126 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ """
2
+ A MathML printer.
3
+ """
4
+
5
+ from __future__ import annotations
6
+ from typing import Any
7
+
8
+ from sympy.core.mul import Mul
9
+ from sympy.core.singleton import S
10
+ from sympy.core.sorting import default_sort_key
11
+ from sympy.core.sympify import sympify
12
+ from sympy.printing.conventions import split_super_sub, requires_partial
13
+ from sympy.printing.precedence import \
14
+ precedence_traditional, PRECEDENCE, PRECEDENCE_TRADITIONAL
15
+ from sympy.printing.pretty.pretty_symbology import greek_unicode
16
+ from sympy.printing.printer import Printer, print_function
17
+
18
+ from mpmath.libmp import prec_to_dps, repr_dps, to_str as mlib_to_str
19
+
20
+
21
+ class MathMLPrinterBase(Printer):
22
+ """Contains common code required for MathMLContentPrinter and
23
+ MathMLPresentationPrinter.
24
+ """
25
+
26
+ _default_settings: dict[str, Any] = {
27
+ "order": None,
28
+ "encoding": "utf-8",
29
+ "fold_frac_powers": False,
30
+ "fold_func_brackets": False,
31
+ "fold_short_frac": None,
32
+ "inv_trig_style": "abbreviated",
33
+ "ln_notation": False,
34
+ "long_frac_ratio": None,
35
+ "mat_delim": "[",
36
+ "mat_symbol_style": "plain",
37
+ "mul_symbol": None,
38
+ "root_notation": True,
39
+ "symbol_names": {},
40
+ "mul_symbol_mathml_numbers": '&#xB7;',
41
+ }
42
+
43
+ def __init__(self, settings=None):
44
+ Printer.__init__(self, settings)
45
+ from xml.dom.minidom import Document, Text
46
+
47
+ self.dom = Document()
48
+
49
+ # Workaround to allow strings to remain unescaped
50
+ # Based on
51
+ # https://stackoverflow.com/questions/38015864/python-xml-dom-minidom-\
52
+ # please-dont-escape-my-strings/38041194
53
+ class RawText(Text):
54
+ def writexml(self, writer, indent='', addindent='', newl=''):
55
+ if self.data:
56
+ writer.write('{}{}{}'.format(indent, self.data, newl))
57
+
58
+ def createRawTextNode(data):
59
+ r = RawText()
60
+ r.data = data
61
+ r.ownerDocument = self.dom
62
+ return r
63
+
64
+ self.dom.createTextNode = createRawTextNode
65
+
66
+ def doprint(self, expr):
67
+ """
68
+ Prints the expression as MathML.
69
+ """
70
+ mathML = Printer._print(self, expr)
71
+ unistr = mathML.toxml()
72
+ xmlbstr = unistr.encode('ascii', 'xmlcharrefreplace')
73
+ res = xmlbstr.decode()
74
+ return res
75
+
76
+ def apply_patch(self):
77
+ # Applying the patch of xml.dom.minidom bug
78
+ # Date: 2011-11-18
79
+ # Description: http://ronrothman.com/public/leftbraned/xml-dom-minidom\
80
+ # -toprettyxml-and-silly-whitespace/#best-solution
81
+ # Issue: https://bugs.python.org/issue4147
82
+ # Patch: https://hg.python.org/cpython/rev/7262f8f276ff/
83
+
84
+ from xml.dom.minidom import Element, Text, Node, _write_data
85
+
86
+ def writexml(self, writer, indent="", addindent="", newl=""):
87
+ # indent = current indentation
88
+ # addindent = indentation to add to higher levels
89
+ # newl = newline string
90
+ writer.write(indent + "<" + self.tagName)
91
+
92
+ attrs = self._get_attributes()
93
+ a_names = list(attrs.keys())
94
+ a_names.sort()
95
+
96
+ for a_name in a_names:
97
+ writer.write(" %s=\"" % a_name)
98
+ _write_data(writer, attrs[a_name].value)
99
+ writer.write("\"")
100
+ if self.childNodes:
101
+ writer.write(">")
102
+ if (len(self.childNodes) == 1 and
103
+ self.childNodes[0].nodeType == Node.TEXT_NODE):
104
+ self.childNodes[0].writexml(writer, '', '', '')
105
+ else:
106
+ writer.write(newl)
107
+ for node in self.childNodes:
108
+ node.writexml(
109
+ writer, indent + addindent, addindent, newl)
110
+ writer.write(indent)
111
+ writer.write("</%s>%s" % (self.tagName, newl))
112
+ else:
113
+ writer.write("/>%s" % (newl))
114
+ self._Element_writexml_old = Element.writexml
115
+ Element.writexml = writexml
116
+
117
+ def writexml(self, writer, indent="", addindent="", newl=""):
118
+ _write_data(writer, "%s%s%s" % (indent, self.data, newl))
119
+ self._Text_writexml_old = Text.writexml
120
+ Text.writexml = writexml
121
+
122
+ def restore_patch(self):
123
+ from xml.dom.minidom import Element, Text
124
+ Element.writexml = self._Element_writexml_old
125
+ Text.writexml = self._Text_writexml_old
126
+
127
+
128
+ class MathMLContentPrinter(MathMLPrinterBase):
129
+ """Prints an expression to the Content MathML markup language.
130
+
131
+ References: https://www.w3.org/TR/MathML2/chapter4.html
132
+ """
133
+ printmethod = "_mathml_content"
134
+
135
+ def mathml_tag(self, e):
136
+ """Returns the MathML tag for an expression."""
137
+ translate = {
138
+ 'Add': 'plus',
139
+ 'Mul': 'times',
140
+ 'Derivative': 'diff',
141
+ 'Number': 'cn',
142
+ 'int': 'cn',
143
+ 'Pow': 'power',
144
+ 'Max': 'max',
145
+ 'Min': 'min',
146
+ 'Abs': 'abs',
147
+ 'And': 'and',
148
+ 'Or': 'or',
149
+ 'Xor': 'xor',
150
+ 'Not': 'not',
151
+ 'Implies': 'implies',
152
+ 'Symbol': 'ci',
153
+ 'MatrixSymbol': 'ci',
154
+ 'RandomSymbol': 'ci',
155
+ 'Integral': 'int',
156
+ 'Sum': 'sum',
157
+ 'sin': 'sin',
158
+ 'cos': 'cos',
159
+ 'tan': 'tan',
160
+ 'cot': 'cot',
161
+ 'csc': 'csc',
162
+ 'sec': 'sec',
163
+ 'sinh': 'sinh',
164
+ 'cosh': 'cosh',
165
+ 'tanh': 'tanh',
166
+ 'coth': 'coth',
167
+ 'csch': 'csch',
168
+ 'sech': 'sech',
169
+ 'asin': 'arcsin',
170
+ 'asinh': 'arcsinh',
171
+ 'acos': 'arccos',
172
+ 'acosh': 'arccosh',
173
+ 'atan': 'arctan',
174
+ 'atanh': 'arctanh',
175
+ 'atan2': 'arctan',
176
+ 'acot': 'arccot',
177
+ 'acoth': 'arccoth',
178
+ 'asec': 'arcsec',
179
+ 'asech': 'arcsech',
180
+ 'acsc': 'arccsc',
181
+ 'acsch': 'arccsch',
182
+ 'log': 'ln',
183
+ 'Equality': 'eq',
184
+ 'Unequality': 'neq',
185
+ 'GreaterThan': 'geq',
186
+ 'LessThan': 'leq',
187
+ 'StrictGreaterThan': 'gt',
188
+ 'StrictLessThan': 'lt',
189
+ 'Union': 'union',
190
+ 'Intersection': 'intersect',
191
+ }
192
+
193
+ for cls in e.__class__.__mro__:
194
+ n = cls.__name__
195
+ if n in translate:
196
+ return translate[n]
197
+ # Not found in the MRO set
198
+ n = e.__class__.__name__
199
+ return n.lower()
200
+
201
+ def _print_Mul(self, expr):
202
+
203
+ if expr.could_extract_minus_sign():
204
+ x = self.dom.createElement('apply')
205
+ x.appendChild(self.dom.createElement('minus'))
206
+ x.appendChild(self._print_Mul(-expr))
207
+ return x
208
+
209
+ from sympy.simplify import fraction
210
+ numer, denom = fraction(expr)
211
+
212
+ if denom is not S.One:
213
+ x = self.dom.createElement('apply')
214
+ x.appendChild(self.dom.createElement('divide'))
215
+ x.appendChild(self._print(numer))
216
+ x.appendChild(self._print(denom))
217
+ return x
218
+
219
+ coeff, terms = expr.as_coeff_mul()
220
+ if coeff is S.One and len(terms) == 1:
221
+ # XXX since the negative coefficient has been handled, I don't
222
+ # think a coeff of 1 can remain
223
+ return self._print(terms[0])
224
+
225
+ if self.order != 'old':
226
+ terms = Mul._from_args(terms).as_ordered_factors()
227
+
228
+ x = self.dom.createElement('apply')
229
+ x.appendChild(self.dom.createElement('times'))
230
+ if coeff != 1:
231
+ x.appendChild(self._print(coeff))
232
+ for term in terms:
233
+ x.appendChild(self._print(term))
234
+ return x
235
+
236
+ def _print_Add(self, expr, order=None):
237
+ args = self._as_ordered_terms(expr, order=order)
238
+ lastProcessed = self._print(args[0])
239
+ plusNodes = []
240
+ for arg in args[1:]:
241
+ if arg.could_extract_minus_sign():
242
+ # use minus
243
+ x = self.dom.createElement('apply')
244
+ x.appendChild(self.dom.createElement('minus'))
245
+ x.appendChild(lastProcessed)
246
+ x.appendChild(self._print(-arg))
247
+ # invert expression since this is now minused
248
+ lastProcessed = x
249
+ if arg == args[-1]:
250
+ plusNodes.append(lastProcessed)
251
+ else:
252
+ plusNodes.append(lastProcessed)
253
+ lastProcessed = self._print(arg)
254
+ if arg == args[-1]:
255
+ plusNodes.append(self._print(arg))
256
+ if len(plusNodes) == 1:
257
+ return lastProcessed
258
+ x = self.dom.createElement('apply')
259
+ x.appendChild(self.dom.createElement('plus'))
260
+ while plusNodes:
261
+ x.appendChild(plusNodes.pop(0))
262
+ return x
263
+
264
+ def _print_Piecewise(self, expr):
265
+ if expr.args[-1].cond != True:
266
+ # We need the last conditional to be a True, otherwise the resulting
267
+ # function may not return a result.
268
+ raise ValueError("All Piecewise expressions must contain an "
269
+ "(expr, True) statement to be used as a default "
270
+ "condition. Without one, the generated "
271
+ "expression may not evaluate to anything under "
272
+ "some condition.")
273
+ root = self.dom.createElement('piecewise')
274
+ for i, (e, c) in enumerate(expr.args):
275
+ if i == len(expr.args) - 1 and c == True:
276
+ piece = self.dom.createElement('otherwise')
277
+ piece.appendChild(self._print(e))
278
+ else:
279
+ piece = self.dom.createElement('piece')
280
+ piece.appendChild(self._print(e))
281
+ piece.appendChild(self._print(c))
282
+ root.appendChild(piece)
283
+ return root
284
+
285
+ def _print_MatrixBase(self, m):
286
+ x = self.dom.createElement('matrix')
287
+ for i in range(m.rows):
288
+ x_r = self.dom.createElement('matrixrow')
289
+ for j in range(m.cols):
290
+ x_r.appendChild(self._print(m[i, j]))
291
+ x.appendChild(x_r)
292
+ return x
293
+
294
+ def _print_Rational(self, e):
295
+ if e.q == 1:
296
+ # don't divide
297
+ x = self.dom.createElement('cn')
298
+ x.appendChild(self.dom.createTextNode(str(e.p)))
299
+ return x
300
+ x = self.dom.createElement('apply')
301
+ x.appendChild(self.dom.createElement('divide'))
302
+ # numerator
303
+ xnum = self.dom.createElement('cn')
304
+ xnum.appendChild(self.dom.createTextNode(str(e.p)))
305
+ # denominator
306
+ xdenom = self.dom.createElement('cn')
307
+ xdenom.appendChild(self.dom.createTextNode(str(e.q)))
308
+ x.appendChild(xnum)
309
+ x.appendChild(xdenom)
310
+ return x
311
+
312
+ def _print_Limit(self, e):
313
+ x = self.dom.createElement('apply')
314
+ x.appendChild(self.dom.createElement(self.mathml_tag(e)))
315
+
316
+ x_1 = self.dom.createElement('bvar')
317
+ x_2 = self.dom.createElement('lowlimit')
318
+ x_1.appendChild(self._print(e.args[1]))
319
+ x_2.appendChild(self._print(e.args[2]))
320
+
321
+ x.appendChild(x_1)
322
+ x.appendChild(x_2)
323
+ x.appendChild(self._print(e.args[0]))
324
+ return x
325
+
326
+ def _print_ImaginaryUnit(self, e):
327
+ return self.dom.createElement('imaginaryi')
328
+
329
+ def _print_EulerGamma(self, e):
330
+ return self.dom.createElement('eulergamma')
331
+
332
+ def _print_GoldenRatio(self, e):
333
+ """We use unicode #x3c6 for Greek letter phi as defined here
334
+ https://www.w3.org/2003/entities/2007doc/isogrk1.html"""
335
+ x = self.dom.createElement('cn')
336
+ x.appendChild(self.dom.createTextNode("\N{GREEK SMALL LETTER PHI}"))
337
+ return x
338
+
339
+ def _print_Exp1(self, e):
340
+ return self.dom.createElement('exponentiale')
341
+
342
+ def _print_Pi(self, e):
343
+ return self.dom.createElement('pi')
344
+
345
+ def _print_Infinity(self, e):
346
+ return self.dom.createElement('infinity')
347
+
348
+ def _print_NaN(self, e):
349
+ return self.dom.createElement('notanumber')
350
+
351
+ def _print_EmptySet(self, e):
352
+ return self.dom.createElement('emptyset')
353
+
354
+ def _print_BooleanTrue(self, e):
355
+ return self.dom.createElement('true')
356
+
357
+ def _print_BooleanFalse(self, e):
358
+ return self.dom.createElement('false')
359
+
360
+ def _print_NegativeInfinity(self, e):
361
+ x = self.dom.createElement('apply')
362
+ x.appendChild(self.dom.createElement('minus'))
363
+ x.appendChild(self.dom.createElement('infinity'))
364
+ return x
365
+
366
+ def _print_Integral(self, e):
367
+ def lime_recur(limits):
368
+ x = self.dom.createElement('apply')
369
+ x.appendChild(self.dom.createElement(self.mathml_tag(e)))
370
+ bvar_elem = self.dom.createElement('bvar')
371
+ bvar_elem.appendChild(self._print(limits[0][0]))
372
+ x.appendChild(bvar_elem)
373
+
374
+ if len(limits[0]) == 3:
375
+ low_elem = self.dom.createElement('lowlimit')
376
+ low_elem.appendChild(self._print(limits[0][1]))
377
+ x.appendChild(low_elem)
378
+ up_elem = self.dom.createElement('uplimit')
379
+ up_elem.appendChild(self._print(limits[0][2]))
380
+ x.appendChild(up_elem)
381
+ if len(limits[0]) == 2:
382
+ up_elem = self.dom.createElement('uplimit')
383
+ up_elem.appendChild(self._print(limits[0][1]))
384
+ x.appendChild(up_elem)
385
+ if len(limits) == 1:
386
+ x.appendChild(self._print(e.function))
387
+ else:
388
+ x.appendChild(lime_recur(limits[1:]))
389
+ return x
390
+
391
+ limits = list(e.limits)
392
+ limits.reverse()
393
+ return lime_recur(limits)
394
+
395
+ def _print_Sum(self, e):
396
+ # Printer can be shared because Sum and Integral have the
397
+ # same internal representation.
398
+ return self._print_Integral(e)
399
+
400
+ def _print_Symbol(self, sym):
401
+ ci = self.dom.createElement(self.mathml_tag(sym))
402
+
403
+ def join(items):
404
+ if len(items) > 1:
405
+ mrow = self.dom.createElement('mml:mrow')
406
+ for i, item in enumerate(items):
407
+ if i > 0:
408
+ mo = self.dom.createElement('mml:mo')
409
+ mo.appendChild(self.dom.createTextNode(" "))
410
+ mrow.appendChild(mo)
411
+ mi = self.dom.createElement('mml:mi')
412
+ mi.appendChild(self.dom.createTextNode(item))
413
+ mrow.appendChild(mi)
414
+ return mrow
415
+ else:
416
+ mi = self.dom.createElement('mml:mi')
417
+ mi.appendChild(self.dom.createTextNode(items[0]))
418
+ return mi
419
+
420
+ # translate name, supers and subs to unicode characters
421
+ def translate(s):
422
+ if s in greek_unicode:
423
+ return greek_unicode.get(s)
424
+ else:
425
+ return s
426
+
427
+ name, supers, subs = split_super_sub(sym.name)
428
+ name = translate(name)
429
+ supers = [translate(sup) for sup in supers]
430
+ subs = [translate(sub) for sub in subs]
431
+
432
+ mname = self.dom.createElement('mml:mi')
433
+ mname.appendChild(self.dom.createTextNode(name))
434
+ if not supers:
435
+ if not subs:
436
+ ci.appendChild(self.dom.createTextNode(name))
437
+ else:
438
+ msub = self.dom.createElement('mml:msub')
439
+ msub.appendChild(mname)
440
+ msub.appendChild(join(subs))
441
+ ci.appendChild(msub)
442
+ else:
443
+ if not subs:
444
+ msup = self.dom.createElement('mml:msup')
445
+ msup.appendChild(mname)
446
+ msup.appendChild(join(supers))
447
+ ci.appendChild(msup)
448
+ else:
449
+ msubsup = self.dom.createElement('mml:msubsup')
450
+ msubsup.appendChild(mname)
451
+ msubsup.appendChild(join(subs))
452
+ msubsup.appendChild(join(supers))
453
+ ci.appendChild(msubsup)
454
+ return ci
455
+
456
+ _print_MatrixSymbol = _print_Symbol
457
+ _print_RandomSymbol = _print_Symbol
458
+
459
+ def _print_Pow(self, e):
460
+ # Here we use root instead of power if the exponent is the reciprocal
461
+ # of an integer
462
+ if (self._settings['root_notation'] and e.exp.is_Rational
463
+ and e.exp.p == 1):
464
+ x = self.dom.createElement('apply')
465
+ x.appendChild(self.dom.createElement('root'))
466
+ if e.exp.q != 2:
467
+ xmldeg = self.dom.createElement('degree')
468
+ xmlcn = self.dom.createElement('cn')
469
+ xmlcn.appendChild(self.dom.createTextNode(str(e.exp.q)))
470
+ xmldeg.appendChild(xmlcn)
471
+ x.appendChild(xmldeg)
472
+ x.appendChild(self._print(e.base))
473
+ return x
474
+
475
+ x = self.dom.createElement('apply')
476
+ x_1 = self.dom.createElement(self.mathml_tag(e))
477
+ x.appendChild(x_1)
478
+ x.appendChild(self._print(e.base))
479
+ x.appendChild(self._print(e.exp))
480
+ return x
481
+
482
+ def _print_Number(self, e):
483
+ x = self.dom.createElement(self.mathml_tag(e))
484
+ x.appendChild(self.dom.createTextNode(str(e)))
485
+ return x
486
+
487
+ def _print_Float(self, e):
488
+ x = self.dom.createElement(self.mathml_tag(e))
489
+ repr_e = mlib_to_str(e._mpf_, repr_dps(e._prec))
490
+ x.appendChild(self.dom.createTextNode(repr_e))
491
+ return x
492
+
493
+ def _print_Derivative(self, e):
494
+ x = self.dom.createElement('apply')
495
+ diff_symbol = self.mathml_tag(e)
496
+ if requires_partial(e.expr):
497
+ diff_symbol = 'partialdiff'
498
+ x.appendChild(self.dom.createElement(diff_symbol))
499
+ x_1 = self.dom.createElement('bvar')
500
+
501
+ for sym, times in reversed(e.variable_count):
502
+ x_1.appendChild(self._print(sym))
503
+ if times > 1:
504
+ degree = self.dom.createElement('degree')
505
+ degree.appendChild(self._print(sympify(times)))
506
+ x_1.appendChild(degree)
507
+
508
+ x.appendChild(x_1)
509
+ x.appendChild(self._print(e.expr))
510
+ return x
511
+
512
+ def _print_Function(self, e):
513
+ x = self.dom.createElement("apply")
514
+ x.appendChild(self.dom.createElement(self.mathml_tag(e)))
515
+ for arg in e.args:
516
+ x.appendChild(self._print(arg))
517
+ return x
518
+
519
+ def _print_Basic(self, e):
520
+ x = self.dom.createElement(self.mathml_tag(e))
521
+ for arg in e.args:
522
+ x.appendChild(self._print(arg))
523
+ return x
524
+
525
+ def _print_AssocOp(self, e):
526
+ x = self.dom.createElement('apply')
527
+ x_1 = self.dom.createElement(self.mathml_tag(e))
528
+ x.appendChild(x_1)
529
+ for arg in e.args:
530
+ x.appendChild(self._print(arg))
531
+ return x
532
+
533
+ def _print_Relational(self, e):
534
+ x = self.dom.createElement('apply')
535
+ x.appendChild(self.dom.createElement(self.mathml_tag(e)))
536
+ x.appendChild(self._print(e.lhs))
537
+ x.appendChild(self._print(e.rhs))
538
+ return x
539
+
540
+ def _print_list(self, seq):
541
+ """MathML reference for the <list> element:
542
+ https://www.w3.org/TR/MathML2/chapter4.html#contm.list"""
543
+ dom_element = self.dom.createElement('list')
544
+ for item in seq:
545
+ dom_element.appendChild(self._print(item))
546
+ return dom_element
547
+
548
+ def _print_int(self, p):
549
+ dom_element = self.dom.createElement(self.mathml_tag(p))
550
+ dom_element.appendChild(self.dom.createTextNode(str(p)))
551
+ return dom_element
552
+
553
+ _print_Implies = _print_AssocOp
554
+ _print_Not = _print_AssocOp
555
+ _print_Xor = _print_AssocOp
556
+
557
+ def _print_FiniteSet(self, e):
558
+ x = self.dom.createElement('set')
559
+ for arg in e.args:
560
+ x.appendChild(self._print(arg))
561
+ return x
562
+
563
+ def _print_Complement(self, e):
564
+ x = self.dom.createElement('apply')
565
+ x.appendChild(self.dom.createElement('setdiff'))
566
+ for arg in e.args:
567
+ x.appendChild(self._print(arg))
568
+ return x
569
+
570
+ def _print_ProductSet(self, e):
571
+ x = self.dom.createElement('apply')
572
+ x.appendChild(self.dom.createElement('cartesianproduct'))
573
+ for arg in e.args:
574
+ x.appendChild(self._print(arg))
575
+ return x
576
+
577
+ # XXX Symmetric difference is not supported for MathML content printers.
578
+
579
+
580
+ class MathMLPresentationPrinter(MathMLPrinterBase):
581
+ """Prints an expression to the Presentation MathML markup language.
582
+
583
+ References: https://www.w3.org/TR/MathML2/chapter3.html
584
+ """
585
+ printmethod = "_mathml_presentation"
586
+
587
+ def mathml_tag(self, e):
588
+ """Returns the MathML tag for an expression."""
589
+ translate = {
590
+ 'Number': 'mn',
591
+ 'Limit': '&#x2192;',
592
+ 'Derivative': '&dd;',
593
+ 'int': 'mn',
594
+ 'Symbol': 'mi',
595
+ 'Integral': '&int;',
596
+ 'Sum': '&#x2211;',
597
+ 'sin': 'sin',
598
+ 'cos': 'cos',
599
+ 'tan': 'tan',
600
+ 'cot': 'cot',
601
+ 'asin': 'arcsin',
602
+ 'asinh': 'arcsinh',
603
+ 'acos': 'arccos',
604
+ 'acosh': 'arccosh',
605
+ 'atan': 'arctan',
606
+ 'atanh': 'arctanh',
607
+ 'acot': 'arccot',
608
+ 'atan2': 'arctan',
609
+ 'Equality': '=',
610
+ 'Unequality': '&#x2260;',
611
+ 'GreaterThan': '&#x2265;',
612
+ 'LessThan': '&#x2264;',
613
+ 'StrictGreaterThan': '>',
614
+ 'StrictLessThan': '<',
615
+ 'lerchphi': '&#x3A6;',
616
+ 'zeta': '&#x3B6;',
617
+ 'dirichlet_eta': '&#x3B7;',
618
+ 'elliptic_k': '&#x39A;',
619
+ 'lowergamma': '&#x3B3;',
620
+ 'uppergamma': '&#x393;',
621
+ 'gamma': '&#x393;',
622
+ 'totient': '&#x3D5;',
623
+ 'reduced_totient': '&#x3BB;',
624
+ 'primenu': '&#x3BD;',
625
+ 'primeomega': '&#x3A9;',
626
+ 'fresnels': 'S',
627
+ 'fresnelc': 'C',
628
+ 'LambertW': 'W',
629
+ 'Heaviside': '&#x398;',
630
+ 'BooleanTrue': 'True',
631
+ 'BooleanFalse': 'False',
632
+ 'NoneType': 'None',
633
+ 'mathieus': 'S',
634
+ 'mathieuc': 'C',
635
+ 'mathieusprime': 'S&#x2032;',
636
+ 'mathieucprime': 'C&#x2032;',
637
+ }
638
+
639
+ def mul_symbol_selection():
640
+ if (self._settings["mul_symbol"] is None or
641
+ self._settings["mul_symbol"] == 'None'):
642
+ return '&InvisibleTimes;'
643
+ elif self._settings["mul_symbol"] == 'times':
644
+ return '&#xD7;'
645
+ elif self._settings["mul_symbol"] == 'dot':
646
+ return '&#xB7;'
647
+ elif self._settings["mul_symbol"] == 'ldot':
648
+ return '&#x2024;'
649
+ elif not isinstance(self._settings["mul_symbol"], str):
650
+ raise TypeError
651
+ else:
652
+ return self._settings["mul_symbol"]
653
+ for cls in e.__class__.__mro__:
654
+ n = cls.__name__
655
+ if n in translate:
656
+ return translate[n]
657
+ # Not found in the MRO set
658
+ if e.__class__.__name__ == "Mul":
659
+ return mul_symbol_selection()
660
+ n = e.__class__.__name__
661
+ return n.lower()
662
+
663
+ def parenthesize(self, item, level, strict=False):
664
+ prec_val = precedence_traditional(item)
665
+ if (prec_val < level) or ((not strict) and prec_val <= level):
666
+ brac = self.dom.createElement('mfenced')
667
+ brac.appendChild(self._print(item))
668
+ return brac
669
+ else:
670
+ return self._print(item)
671
+
672
+ def _print_Mul(self, expr):
673
+
674
+ def multiply(expr, mrow):
675
+ from sympy.simplify import fraction
676
+ numer, denom = fraction(expr)
677
+ if denom is not S.One:
678
+ frac = self.dom.createElement('mfrac')
679
+ if self._settings["fold_short_frac"] and len(str(expr)) < 7:
680
+ frac.setAttribute('bevelled', 'true')
681
+ xnum = self._print(numer)
682
+ xden = self._print(denom)
683
+ frac.appendChild(xnum)
684
+ frac.appendChild(xden)
685
+ mrow.appendChild(frac)
686
+ return mrow
687
+
688
+ coeff, terms = expr.as_coeff_mul()
689
+ if coeff is S.One and len(terms) == 1:
690
+ mrow.appendChild(self._print(terms[0]))
691
+ return mrow
692
+ if self.order != 'old':
693
+ terms = Mul._from_args(terms).as_ordered_factors()
694
+
695
+ if coeff != 1:
696
+ x = self._print(coeff)
697
+ y = self.dom.createElement('mo')
698
+ y.appendChild(self.dom.createTextNode(self.mathml_tag(expr)))
699
+ mrow.appendChild(x)
700
+ mrow.appendChild(y)
701
+ for term in terms:
702
+ mrow.appendChild(self.parenthesize(term, PRECEDENCE['Mul']))
703
+ if not term == terms[-1]:
704
+ y = self.dom.createElement('mo')
705
+ y.appendChild(self.dom.createTextNode(self.mathml_tag(expr)))
706
+ mrow.appendChild(y)
707
+ return mrow
708
+ mrow = self.dom.createElement('mrow')
709
+ if expr.could_extract_minus_sign():
710
+ x = self.dom.createElement('mo')
711
+ x.appendChild(self.dom.createTextNode('-'))
712
+ mrow.appendChild(x)
713
+ mrow = multiply(-expr, mrow)
714
+ else:
715
+ mrow = multiply(expr, mrow)
716
+
717
+ return mrow
718
+
719
+ def _print_Add(self, expr, order=None):
720
+ mrow = self.dom.createElement('mrow')
721
+ args = self._as_ordered_terms(expr, order=order)
722
+ mrow.appendChild(self._print(args[0]))
723
+ for arg in args[1:]:
724
+ if arg.could_extract_minus_sign():
725
+ # use minus
726
+ x = self.dom.createElement('mo')
727
+ x.appendChild(self.dom.createTextNode('-'))
728
+ y = self._print(-arg)
729
+ # invert expression since this is now minused
730
+ else:
731
+ x = self.dom.createElement('mo')
732
+ x.appendChild(self.dom.createTextNode('+'))
733
+ y = self._print(arg)
734
+ mrow.appendChild(x)
735
+ mrow.appendChild(y)
736
+
737
+ return mrow
738
+
739
+ def _print_MatrixBase(self, m):
740
+ table = self.dom.createElement('mtable')
741
+ for i in range(m.rows):
742
+ x = self.dom.createElement('mtr')
743
+ for j in range(m.cols):
744
+ y = self.dom.createElement('mtd')
745
+ y.appendChild(self._print(m[i, j]))
746
+ x.appendChild(y)
747
+ table.appendChild(x)
748
+ if self._settings["mat_delim"] == '':
749
+ return table
750
+ brac = self.dom.createElement('mfenced')
751
+ if self._settings["mat_delim"] == "[":
752
+ brac.setAttribute('close', ']')
753
+ brac.setAttribute('open', '[')
754
+ brac.appendChild(table)
755
+ return brac
756
+
757
+ def _get_printed_Rational(self, e, folded=None):
758
+ if e.p < 0:
759
+ p = -e.p
760
+ else:
761
+ p = e.p
762
+ x = self.dom.createElement('mfrac')
763
+ if folded or self._settings["fold_short_frac"]:
764
+ x.setAttribute('bevelled', 'true')
765
+ x.appendChild(self._print(p))
766
+ x.appendChild(self._print(e.q))
767
+ if e.p < 0:
768
+ mrow = self.dom.createElement('mrow')
769
+ mo = self.dom.createElement('mo')
770
+ mo.appendChild(self.dom.createTextNode('-'))
771
+ mrow.appendChild(mo)
772
+ mrow.appendChild(x)
773
+ return mrow
774
+ else:
775
+ return x
776
+
777
+ def _print_Rational(self, e):
778
+ if e.q == 1:
779
+ # don't divide
780
+ return self._print(e.p)
781
+
782
+ return self._get_printed_Rational(e, self._settings["fold_short_frac"])
783
+
784
+ def _print_Limit(self, e):
785
+ mrow = self.dom.createElement('mrow')
786
+ munder = self.dom.createElement('munder')
787
+ mi = self.dom.createElement('mi')
788
+ mi.appendChild(self.dom.createTextNode('lim'))
789
+
790
+ x = self.dom.createElement('mrow')
791
+ x_1 = self._print(e.args[1])
792
+ arrow = self.dom.createElement('mo')
793
+ arrow.appendChild(self.dom.createTextNode(self.mathml_tag(e)))
794
+ x_2 = self._print(e.args[2])
795
+ x.appendChild(x_1)
796
+ x.appendChild(arrow)
797
+ x.appendChild(x_2)
798
+
799
+ munder.appendChild(mi)
800
+ munder.appendChild(x)
801
+ mrow.appendChild(munder)
802
+ mrow.appendChild(self._print(e.args[0]))
803
+
804
+ return mrow
805
+
806
+ def _print_ImaginaryUnit(self, e):
807
+ x = self.dom.createElement('mi')
808
+ x.appendChild(self.dom.createTextNode('&ImaginaryI;'))
809
+ return x
810
+
811
+ def _print_GoldenRatio(self, e):
812
+ x = self.dom.createElement('mi')
813
+ x.appendChild(self.dom.createTextNode('&#x3A6;'))
814
+ return x
815
+
816
+ def _print_Exp1(self, e):
817
+ x = self.dom.createElement('mi')
818
+ x.appendChild(self.dom.createTextNode('&ExponentialE;'))
819
+ return x
820
+
821
+ def _print_Pi(self, e):
822
+ x = self.dom.createElement('mi')
823
+ x.appendChild(self.dom.createTextNode('&pi;'))
824
+ return x
825
+
826
+ def _print_Infinity(self, e):
827
+ x = self.dom.createElement('mi')
828
+ x.appendChild(self.dom.createTextNode('&#x221E;'))
829
+ return x
830
+
831
+ def _print_NegativeInfinity(self, e):
832
+ mrow = self.dom.createElement('mrow')
833
+ y = self.dom.createElement('mo')
834
+ y.appendChild(self.dom.createTextNode('-'))
835
+ x = self._print_Infinity(e)
836
+ mrow.appendChild(y)
837
+ mrow.appendChild(x)
838
+ return mrow
839
+
840
+ def _print_HBar(self, e):
841
+ x = self.dom.createElement('mi')
842
+ x.appendChild(self.dom.createTextNode('&#x210F;'))
843
+ return x
844
+
845
+ def _print_EulerGamma(self, e):
846
+ x = self.dom.createElement('mi')
847
+ x.appendChild(self.dom.createTextNode('&#x3B3;'))
848
+ return x
849
+
850
+ def _print_TribonacciConstant(self, e):
851
+ x = self.dom.createElement('mi')
852
+ x.appendChild(self.dom.createTextNode('TribonacciConstant'))
853
+ return x
854
+
855
+ def _print_Dagger(self, e):
856
+ msup = self.dom.createElement('msup')
857
+ msup.appendChild(self._print(e.args[0]))
858
+ msup.appendChild(self.dom.createTextNode('&#x2020;'))
859
+ return msup
860
+
861
+ def _print_Contains(self, e):
862
+ mrow = self.dom.createElement('mrow')
863
+ mrow.appendChild(self._print(e.args[0]))
864
+ mo = self.dom.createElement('mo')
865
+ mo.appendChild(self.dom.createTextNode('&#x2208;'))
866
+ mrow.appendChild(mo)
867
+ mrow.appendChild(self._print(e.args[1]))
868
+ return mrow
869
+
870
+ def _print_HilbertSpace(self, e):
871
+ x = self.dom.createElement('mi')
872
+ x.appendChild(self.dom.createTextNode('&#x210B;'))
873
+ return x
874
+
875
+ def _print_ComplexSpace(self, e):
876
+ msup = self.dom.createElement('msup')
877
+ msup.appendChild(self.dom.createTextNode('&#x1D49E;'))
878
+ msup.appendChild(self._print(e.args[0]))
879
+ return msup
880
+
881
+ def _print_FockSpace(self, e):
882
+ x = self.dom.createElement('mi')
883
+ x.appendChild(self.dom.createTextNode('&#x2131;'))
884
+ return x
885
+
886
+
887
+ def _print_Integral(self, expr):
888
+ intsymbols = {1: "&#x222B;", 2: "&#x222C;", 3: "&#x222D;"}
889
+
890
+ mrow = self.dom.createElement('mrow')
891
+ if len(expr.limits) <= 3 and all(len(lim) == 1 for lim in expr.limits):
892
+ # Only up to three-integral signs exists
893
+ mo = self.dom.createElement('mo')
894
+ mo.appendChild(self.dom.createTextNode(intsymbols[len(expr.limits)]))
895
+ mrow.appendChild(mo)
896
+ else:
897
+ # Either more than three or limits provided
898
+ for lim in reversed(expr.limits):
899
+ mo = self.dom.createElement('mo')
900
+ mo.appendChild(self.dom.createTextNode(intsymbols[1]))
901
+ if len(lim) == 1:
902
+ mrow.appendChild(mo)
903
+ if len(lim) == 2:
904
+ msup = self.dom.createElement('msup')
905
+ msup.appendChild(mo)
906
+ msup.appendChild(self._print(lim[1]))
907
+ mrow.appendChild(msup)
908
+ if len(lim) == 3:
909
+ msubsup = self.dom.createElement('msubsup')
910
+ msubsup.appendChild(mo)
911
+ msubsup.appendChild(self._print(lim[1]))
912
+ msubsup.appendChild(self._print(lim[2]))
913
+ mrow.appendChild(msubsup)
914
+ # print function
915
+ mrow.appendChild(self.parenthesize(expr.function, PRECEDENCE["Mul"],
916
+ strict=True))
917
+ # print integration variables
918
+ for lim in reversed(expr.limits):
919
+ d = self.dom.createElement('mo')
920
+ d.appendChild(self.dom.createTextNode('&dd;'))
921
+ mrow.appendChild(d)
922
+ mrow.appendChild(self._print(lim[0]))
923
+ return mrow
924
+
925
+ def _print_Sum(self, e):
926
+ limits = list(e.limits)
927
+ subsup = self.dom.createElement('munderover')
928
+ low_elem = self._print(limits[0][1])
929
+ up_elem = self._print(limits[0][2])
930
+ summand = self.dom.createElement('mo')
931
+ summand.appendChild(self.dom.createTextNode(self.mathml_tag(e)))
932
+
933
+ low = self.dom.createElement('mrow')
934
+ var = self._print(limits[0][0])
935
+ equal = self.dom.createElement('mo')
936
+ equal.appendChild(self.dom.createTextNode('='))
937
+ low.appendChild(var)
938
+ low.appendChild(equal)
939
+ low.appendChild(low_elem)
940
+
941
+ subsup.appendChild(summand)
942
+ subsup.appendChild(low)
943
+ subsup.appendChild(up_elem)
944
+
945
+ mrow = self.dom.createElement('mrow')
946
+ mrow.appendChild(subsup)
947
+ if len(str(e.function)) == 1:
948
+ mrow.appendChild(self._print(e.function))
949
+ else:
950
+ fence = self.dom.createElement('mfenced')
951
+ fence.appendChild(self._print(e.function))
952
+ mrow.appendChild(fence)
953
+
954
+ return mrow
955
+
956
+ def _print_Symbol(self, sym, style='plain'):
957
+ def join(items):
958
+ if len(items) > 1:
959
+ mrow = self.dom.createElement('mrow')
960
+ for i, item in enumerate(items):
961
+ if i > 0:
962
+ mo = self.dom.createElement('mo')
963
+ mo.appendChild(self.dom.createTextNode(" "))
964
+ mrow.appendChild(mo)
965
+ mi = self.dom.createElement('mi')
966
+ mi.appendChild(self.dom.createTextNode(item))
967
+ mrow.appendChild(mi)
968
+ return mrow
969
+ else:
970
+ mi = self.dom.createElement('mi')
971
+ mi.appendChild(self.dom.createTextNode(items[0]))
972
+ return mi
973
+
974
+ # translate name, supers and subs to unicode characters
975
+ def translate(s):
976
+ if s in greek_unicode:
977
+ return greek_unicode.get(s)
978
+ else:
979
+ return s
980
+
981
+ name, supers, subs = split_super_sub(sym.name)
982
+ name = translate(name)
983
+ supers = [translate(sup) for sup in supers]
984
+ subs = [translate(sub) for sub in subs]
985
+
986
+ mname = self.dom.createElement('mi')
987
+ mname.appendChild(self.dom.createTextNode(name))
988
+ if len(supers) == 0:
989
+ if len(subs) == 0:
990
+ x = mname
991
+ else:
992
+ x = self.dom.createElement('msub')
993
+ x.appendChild(mname)
994
+ x.appendChild(join(subs))
995
+ else:
996
+ if len(subs) == 0:
997
+ x = self.dom.createElement('msup')
998
+ x.appendChild(mname)
999
+ x.appendChild(join(supers))
1000
+ else:
1001
+ x = self.dom.createElement('msubsup')
1002
+ x.appendChild(mname)
1003
+ x.appendChild(join(subs))
1004
+ x.appendChild(join(supers))
1005
+ # Set bold font?
1006
+ if style == 'bold':
1007
+ x.setAttribute('mathvariant', 'bold')
1008
+ return x
1009
+
1010
+ def _print_MatrixSymbol(self, sym):
1011
+ return self._print_Symbol(sym,
1012
+ style=self._settings['mat_symbol_style'])
1013
+
1014
+ _print_RandomSymbol = _print_Symbol
1015
+
1016
+ def _print_conjugate(self, expr):
1017
+ enc = self.dom.createElement('menclose')
1018
+ enc.setAttribute('notation', 'top')
1019
+ enc.appendChild(self._print(expr.args[0]))
1020
+ return enc
1021
+
1022
+ def _print_operator_after(self, op, expr):
1023
+ row = self.dom.createElement('mrow')
1024
+ row.appendChild(self.parenthesize(expr, PRECEDENCE["Func"]))
1025
+ mo = self.dom.createElement('mo')
1026
+ mo.appendChild(self.dom.createTextNode(op))
1027
+ row.appendChild(mo)
1028
+ return row
1029
+
1030
+ def _print_factorial(self, expr):
1031
+ return self._print_operator_after('!', expr.args[0])
1032
+
1033
+ def _print_factorial2(self, expr):
1034
+ return self._print_operator_after('!!', expr.args[0])
1035
+
1036
+ def _print_binomial(self, expr):
1037
+ brac = self.dom.createElement('mfenced')
1038
+ frac = self.dom.createElement('mfrac')
1039
+ frac.setAttribute('linethickness', '0')
1040
+ frac.appendChild(self._print(expr.args[0]))
1041
+ frac.appendChild(self._print(expr.args[1]))
1042
+ brac.appendChild(frac)
1043
+ return brac
1044
+
1045
+ def _print_Pow(self, e):
1046
+ # Here we use root instead of power if the exponent is the
1047
+ # reciprocal of an integer
1048
+ if (e.exp.is_Rational and abs(e.exp.p) == 1 and e.exp.q != 1 and
1049
+ self._settings['root_notation']):
1050
+ if e.exp.q == 2:
1051
+ x = self.dom.createElement('msqrt')
1052
+ x.appendChild(self._print(e.base))
1053
+ if e.exp.q != 2:
1054
+ x = self.dom.createElement('mroot')
1055
+ x.appendChild(self._print(e.base))
1056
+ x.appendChild(self._print(e.exp.q))
1057
+ if e.exp.p == -1:
1058
+ frac = self.dom.createElement('mfrac')
1059
+ frac.appendChild(self._print(1))
1060
+ frac.appendChild(x)
1061
+ return frac
1062
+ else:
1063
+ return x
1064
+
1065
+ if e.exp.is_Rational and e.exp.q != 1:
1066
+ if e.exp.is_negative:
1067
+ top = self.dom.createElement('mfrac')
1068
+ top.appendChild(self._print(1))
1069
+ x = self.dom.createElement('msup')
1070
+ x.appendChild(self.parenthesize(e.base, PRECEDENCE['Pow']))
1071
+ x.appendChild(self._get_printed_Rational(-e.exp,
1072
+ self._settings['fold_frac_powers']))
1073
+ top.appendChild(x)
1074
+ return top
1075
+ else:
1076
+ x = self.dom.createElement('msup')
1077
+ x.appendChild(self.parenthesize(e.base, PRECEDENCE['Pow']))
1078
+ x.appendChild(self._get_printed_Rational(e.exp,
1079
+ self._settings['fold_frac_powers']))
1080
+ return x
1081
+
1082
+ if e.exp.is_negative:
1083
+ top = self.dom.createElement('mfrac')
1084
+ top.appendChild(self._print(1))
1085
+ if e.exp == -1:
1086
+ top.appendChild(self._print(e.base))
1087
+ else:
1088
+ x = self.dom.createElement('msup')
1089
+ x.appendChild(self.parenthesize(e.base, PRECEDENCE['Pow']))
1090
+ x.appendChild(self._print(-e.exp))
1091
+ top.appendChild(x)
1092
+ return top
1093
+
1094
+ x = self.dom.createElement('msup')
1095
+ x.appendChild(self.parenthesize(e.base, PRECEDENCE['Pow']))
1096
+ x.appendChild(self._print(e.exp))
1097
+ return x
1098
+
1099
+ def _print_Number(self, e):
1100
+ x = self.dom.createElement(self.mathml_tag(e))
1101
+ x.appendChild(self.dom.createTextNode(str(e)))
1102
+ return x
1103
+
1104
+ def _print_AccumulationBounds(self, i):
1105
+ brac = self.dom.createElement('mfenced')
1106
+ brac.setAttribute('close', '\u27e9')
1107
+ brac.setAttribute('open', '\u27e8')
1108
+ brac.appendChild(self._print(i.min))
1109
+ brac.appendChild(self._print(i.max))
1110
+ return brac
1111
+
1112
+ def _print_Derivative(self, e):
1113
+
1114
+ if requires_partial(e.expr):
1115
+ d = '&#x2202;'
1116
+ else:
1117
+ d = self.mathml_tag(e)
1118
+
1119
+ # Determine denominator
1120
+ m = self.dom.createElement('mrow')
1121
+ dim = 0 # Total diff dimension, for numerator
1122
+ for sym, num in reversed(e.variable_count):
1123
+ dim += num
1124
+ if num >= 2:
1125
+ x = self.dom.createElement('msup')
1126
+ xx = self.dom.createElement('mo')
1127
+ xx.appendChild(self.dom.createTextNode(d))
1128
+ x.appendChild(xx)
1129
+ x.appendChild(self._print(num))
1130
+ else:
1131
+ x = self.dom.createElement('mo')
1132
+ x.appendChild(self.dom.createTextNode(d))
1133
+ m.appendChild(x)
1134
+ y = self._print(sym)
1135
+ m.appendChild(y)
1136
+
1137
+ mnum = self.dom.createElement('mrow')
1138
+ if dim >= 2:
1139
+ x = self.dom.createElement('msup')
1140
+ xx = self.dom.createElement('mo')
1141
+ xx.appendChild(self.dom.createTextNode(d))
1142
+ x.appendChild(xx)
1143
+ x.appendChild(self._print(dim))
1144
+ else:
1145
+ x = self.dom.createElement('mo')
1146
+ x.appendChild(self.dom.createTextNode(d))
1147
+
1148
+ mnum.appendChild(x)
1149
+ mrow = self.dom.createElement('mrow')
1150
+ frac = self.dom.createElement('mfrac')
1151
+ frac.appendChild(mnum)
1152
+ frac.appendChild(m)
1153
+ mrow.appendChild(frac)
1154
+
1155
+ # Print function
1156
+ mrow.appendChild(self._print(e.expr))
1157
+
1158
+ return mrow
1159
+
1160
+ def _print_Function(self, e):
1161
+ mrow = self.dom.createElement('mrow')
1162
+ x = self.dom.createElement('mi')
1163
+ if self.mathml_tag(e) == 'log' and self._settings["ln_notation"]:
1164
+ x.appendChild(self.dom.createTextNode('ln'))
1165
+ else:
1166
+ x.appendChild(self.dom.createTextNode(self.mathml_tag(e)))
1167
+ y = self.dom.createElement('mfenced')
1168
+ for arg in e.args:
1169
+ y.appendChild(self._print(arg))
1170
+ mrow.appendChild(x)
1171
+ mrow.appendChild(y)
1172
+ return mrow
1173
+
1174
+ def _print_Float(self, expr):
1175
+ # Based off of that in StrPrinter
1176
+ dps = prec_to_dps(expr._prec)
1177
+ str_real = mlib_to_str(expr._mpf_, dps, strip_zeros=True)
1178
+
1179
+ # Must always have a mul symbol (as 2.5 10^{20} just looks odd)
1180
+ # thus we use the number separator
1181
+ separator = self._settings['mul_symbol_mathml_numbers']
1182
+ mrow = self.dom.createElement('mrow')
1183
+ if 'e' in str_real:
1184
+ (mant, exp) = str_real.split('e')
1185
+
1186
+ if exp[0] == '+':
1187
+ exp = exp[1:]
1188
+
1189
+ mn = self.dom.createElement('mn')
1190
+ mn.appendChild(self.dom.createTextNode(mant))
1191
+ mrow.appendChild(mn)
1192
+ mo = self.dom.createElement('mo')
1193
+ mo.appendChild(self.dom.createTextNode(separator))
1194
+ mrow.appendChild(mo)
1195
+ msup = self.dom.createElement('msup')
1196
+ mn = self.dom.createElement('mn')
1197
+ mn.appendChild(self.dom.createTextNode("10"))
1198
+ msup.appendChild(mn)
1199
+ mn = self.dom.createElement('mn')
1200
+ mn.appendChild(self.dom.createTextNode(exp))
1201
+ msup.appendChild(mn)
1202
+ mrow.appendChild(msup)
1203
+ return mrow
1204
+ elif str_real == "+inf":
1205
+ return self._print_Infinity(None)
1206
+ elif str_real == "-inf":
1207
+ return self._print_NegativeInfinity(None)
1208
+ else:
1209
+ mn = self.dom.createElement('mn')
1210
+ mn.appendChild(self.dom.createTextNode(str_real))
1211
+ return mn
1212
+
1213
+ def _print_polylog(self, expr):
1214
+ mrow = self.dom.createElement('mrow')
1215
+ m = self.dom.createElement('msub')
1216
+
1217
+ mi = self.dom.createElement('mi')
1218
+ mi.appendChild(self.dom.createTextNode('Li'))
1219
+ m.appendChild(mi)
1220
+ m.appendChild(self._print(expr.args[0]))
1221
+ mrow.appendChild(m)
1222
+ brac = self.dom.createElement('mfenced')
1223
+ brac.appendChild(self._print(expr.args[1]))
1224
+ mrow.appendChild(brac)
1225
+ return mrow
1226
+
1227
+ def _print_Basic(self, e):
1228
+ mrow = self.dom.createElement('mrow')
1229
+ mi = self.dom.createElement('mi')
1230
+ mi.appendChild(self.dom.createTextNode(self.mathml_tag(e)))
1231
+ mrow.appendChild(mi)
1232
+ brac = self.dom.createElement('mfenced')
1233
+ for arg in e.args:
1234
+ brac.appendChild(self._print(arg))
1235
+ mrow.appendChild(brac)
1236
+ return mrow
1237
+
1238
+ def _print_Tuple(self, e):
1239
+ mrow = self.dom.createElement('mrow')
1240
+ x = self.dom.createElement('mfenced')
1241
+ for arg in e.args:
1242
+ x.appendChild(self._print(arg))
1243
+ mrow.appendChild(x)
1244
+ return mrow
1245
+
1246
+ def _print_Interval(self, i):
1247
+ mrow = self.dom.createElement('mrow')
1248
+ brac = self.dom.createElement('mfenced')
1249
+ if i.start == i.end:
1250
+ # Most often, this type of Interval is converted to a FiniteSet
1251
+ brac.setAttribute('close', '}')
1252
+ brac.setAttribute('open', '{')
1253
+ brac.appendChild(self._print(i.start))
1254
+ else:
1255
+ if i.right_open:
1256
+ brac.setAttribute('close', ')')
1257
+ else:
1258
+ brac.setAttribute('close', ']')
1259
+
1260
+ if i.left_open:
1261
+ brac.setAttribute('open', '(')
1262
+ else:
1263
+ brac.setAttribute('open', '[')
1264
+ brac.appendChild(self._print(i.start))
1265
+ brac.appendChild(self._print(i.end))
1266
+
1267
+ mrow.appendChild(brac)
1268
+ return mrow
1269
+
1270
+ def _print_Abs(self, expr, exp=None):
1271
+ mrow = self.dom.createElement('mrow')
1272
+ x = self.dom.createElement('mfenced')
1273
+ x.setAttribute('close', '|')
1274
+ x.setAttribute('open', '|')
1275
+ x.appendChild(self._print(expr.args[0]))
1276
+ mrow.appendChild(x)
1277
+ return mrow
1278
+
1279
+ _print_Determinant = _print_Abs
1280
+
1281
+ def _print_re_im(self, c, expr):
1282
+ mrow = self.dom.createElement('mrow')
1283
+ mi = self.dom.createElement('mi')
1284
+ mi.setAttribute('mathvariant', 'fraktur')
1285
+ mi.appendChild(self.dom.createTextNode(c))
1286
+ mrow.appendChild(mi)
1287
+ brac = self.dom.createElement('mfenced')
1288
+ brac.appendChild(self._print(expr))
1289
+ mrow.appendChild(brac)
1290
+ return mrow
1291
+
1292
+ def _print_re(self, expr, exp=None):
1293
+ return self._print_re_im('R', expr.args[0])
1294
+
1295
+ def _print_im(self, expr, exp=None):
1296
+ return self._print_re_im('I', expr.args[0])
1297
+
1298
+ def _print_AssocOp(self, e):
1299
+ mrow = self.dom.createElement('mrow')
1300
+ mi = self.dom.createElement('mi')
1301
+ mi.appendChild(self.dom.createTextNode(self.mathml_tag(e)))
1302
+ mrow.appendChild(mi)
1303
+ for arg in e.args:
1304
+ mrow.appendChild(self._print(arg))
1305
+ return mrow
1306
+
1307
+ def _print_SetOp(self, expr, symbol, prec):
1308
+ mrow = self.dom.createElement('mrow')
1309
+ mrow.appendChild(self.parenthesize(expr.args[0], prec))
1310
+ for arg in expr.args[1:]:
1311
+ x = self.dom.createElement('mo')
1312
+ x.appendChild(self.dom.createTextNode(symbol))
1313
+ y = self.parenthesize(arg, prec)
1314
+ mrow.appendChild(x)
1315
+ mrow.appendChild(y)
1316
+ return mrow
1317
+
1318
+ def _print_Union(self, expr):
1319
+ prec = PRECEDENCE_TRADITIONAL['Union']
1320
+ return self._print_SetOp(expr, '&#x222A;', prec)
1321
+
1322
+ def _print_Intersection(self, expr):
1323
+ prec = PRECEDENCE_TRADITIONAL['Intersection']
1324
+ return self._print_SetOp(expr, '&#x2229;', prec)
1325
+
1326
+ def _print_Complement(self, expr):
1327
+ prec = PRECEDENCE_TRADITIONAL['Complement']
1328
+ return self._print_SetOp(expr, '&#x2216;', prec)
1329
+
1330
+ def _print_SymmetricDifference(self, expr):
1331
+ prec = PRECEDENCE_TRADITIONAL['SymmetricDifference']
1332
+ return self._print_SetOp(expr, '&#x2206;', prec)
1333
+
1334
+ def _print_ProductSet(self, expr):
1335
+ prec = PRECEDENCE_TRADITIONAL['ProductSet']
1336
+ return self._print_SetOp(expr, '&#x00d7;', prec)
1337
+
1338
+ def _print_FiniteSet(self, s):
1339
+ return self._print_set(s.args)
1340
+
1341
+ def _print_set(self, s):
1342
+ items = sorted(s, key=default_sort_key)
1343
+ brac = self.dom.createElement('mfenced')
1344
+ brac.setAttribute('close', '}')
1345
+ brac.setAttribute('open', '{')
1346
+ for item in items:
1347
+ brac.appendChild(self._print(item))
1348
+ return brac
1349
+
1350
+ _print_frozenset = _print_set
1351
+
1352
+ def _print_LogOp(self, args, symbol):
1353
+ mrow = self.dom.createElement('mrow')
1354
+ if args[0].is_Boolean and not args[0].is_Not:
1355
+ brac = self.dom.createElement('mfenced')
1356
+ brac.appendChild(self._print(args[0]))
1357
+ mrow.appendChild(brac)
1358
+ else:
1359
+ mrow.appendChild(self._print(args[0]))
1360
+ for arg in args[1:]:
1361
+ x = self.dom.createElement('mo')
1362
+ x.appendChild(self.dom.createTextNode(symbol))
1363
+ if arg.is_Boolean and not arg.is_Not:
1364
+ y = self.dom.createElement('mfenced')
1365
+ y.appendChild(self._print(arg))
1366
+ else:
1367
+ y = self._print(arg)
1368
+ mrow.appendChild(x)
1369
+ mrow.appendChild(y)
1370
+ return mrow
1371
+
1372
+ def _print_BasisDependent(self, expr):
1373
+ from sympy.vector import Vector
1374
+
1375
+ if expr == expr.zero:
1376
+ # Not clear if this is ever called
1377
+ return self._print(expr.zero)
1378
+ if isinstance(expr, Vector):
1379
+ items = expr.separate().items()
1380
+ else:
1381
+ items = [(0, expr)]
1382
+
1383
+ mrow = self.dom.createElement('mrow')
1384
+ for system, vect in items:
1385
+ inneritems = list(vect.components.items())
1386
+ inneritems.sort(key = lambda x:x[0].__str__())
1387
+ for i, (k, v) in enumerate(inneritems):
1388
+ if v == 1:
1389
+ if i: # No + for first item
1390
+ mo = self.dom.createElement('mo')
1391
+ mo.appendChild(self.dom.createTextNode('+'))
1392
+ mrow.appendChild(mo)
1393
+ mrow.appendChild(self._print(k))
1394
+ elif v == -1:
1395
+ mo = self.dom.createElement('mo')
1396
+ mo.appendChild(self.dom.createTextNode('-'))
1397
+ mrow.appendChild(mo)
1398
+ mrow.appendChild(self._print(k))
1399
+ else:
1400
+ if i: # No + for first item
1401
+ mo = self.dom.createElement('mo')
1402
+ mo.appendChild(self.dom.createTextNode('+'))
1403
+ mrow.appendChild(mo)
1404
+ mbrac = self.dom.createElement('mfenced')
1405
+ mbrac.appendChild(self._print(v))
1406
+ mrow.appendChild(mbrac)
1407
+ mo = self.dom.createElement('mo')
1408
+ mo.appendChild(self.dom.createTextNode('&InvisibleTimes;'))
1409
+ mrow.appendChild(mo)
1410
+ mrow.appendChild(self._print(k))
1411
+ return mrow
1412
+
1413
+
1414
+ def _print_And(self, expr):
1415
+ args = sorted(expr.args, key=default_sort_key)
1416
+ return self._print_LogOp(args, '&#x2227;')
1417
+
1418
+ def _print_Or(self, expr):
1419
+ args = sorted(expr.args, key=default_sort_key)
1420
+ return self._print_LogOp(args, '&#x2228;')
1421
+
1422
+ def _print_Xor(self, expr):
1423
+ args = sorted(expr.args, key=default_sort_key)
1424
+ return self._print_LogOp(args, '&#x22BB;')
1425
+
1426
+ def _print_Implies(self, expr):
1427
+ return self._print_LogOp(expr.args, '&#x21D2;')
1428
+
1429
+ def _print_Equivalent(self, expr):
1430
+ args = sorted(expr.args, key=default_sort_key)
1431
+ return self._print_LogOp(args, '&#x21D4;')
1432
+
1433
+ def _print_Not(self, e):
1434
+ mrow = self.dom.createElement('mrow')
1435
+ mo = self.dom.createElement('mo')
1436
+ mo.appendChild(self.dom.createTextNode('&#xAC;'))
1437
+ mrow.appendChild(mo)
1438
+ if (e.args[0].is_Boolean):
1439
+ x = self.dom.createElement('mfenced')
1440
+ x.appendChild(self._print(e.args[0]))
1441
+ else:
1442
+ x = self._print(e.args[0])
1443
+ mrow.appendChild(x)
1444
+ return mrow
1445
+
1446
+ def _print_bool(self, e):
1447
+ mi = self.dom.createElement('mi')
1448
+ mi.appendChild(self.dom.createTextNode(self.mathml_tag(e)))
1449
+ return mi
1450
+
1451
+ _print_BooleanTrue = _print_bool
1452
+ _print_BooleanFalse = _print_bool
1453
+
1454
+ def _print_NoneType(self, e):
1455
+ mi = self.dom.createElement('mi')
1456
+ mi.appendChild(self.dom.createTextNode(self.mathml_tag(e)))
1457
+ return mi
1458
+
1459
+ def _print_Range(self, s):
1460
+ dots = "\u2026"
1461
+ brac = self.dom.createElement('mfenced')
1462
+ brac.setAttribute('close', '}')
1463
+ brac.setAttribute('open', '{')
1464
+
1465
+ if s.start.is_infinite and s.stop.is_infinite:
1466
+ if s.step.is_positive:
1467
+ printset = dots, -1, 0, 1, dots
1468
+ else:
1469
+ printset = dots, 1, 0, -1, dots
1470
+ elif s.start.is_infinite:
1471
+ printset = dots, s[-1] - s.step, s[-1]
1472
+ elif s.stop.is_infinite:
1473
+ it = iter(s)
1474
+ printset = next(it), next(it), dots
1475
+ elif len(s) > 4:
1476
+ it = iter(s)
1477
+ printset = next(it), next(it), dots, s[-1]
1478
+ else:
1479
+ printset = tuple(s)
1480
+
1481
+ for el in printset:
1482
+ if el == dots:
1483
+ mi = self.dom.createElement('mi')
1484
+ mi.appendChild(self.dom.createTextNode(dots))
1485
+ brac.appendChild(mi)
1486
+ else:
1487
+ brac.appendChild(self._print(el))
1488
+
1489
+ return brac
1490
+
1491
+ def _hprint_variadic_function(self, expr):
1492
+ args = sorted(expr.args, key=default_sort_key)
1493
+ mrow = self.dom.createElement('mrow')
1494
+ mo = self.dom.createElement('mo')
1495
+ mo.appendChild(self.dom.createTextNode((str(expr.func)).lower()))
1496
+ mrow.appendChild(mo)
1497
+ brac = self.dom.createElement('mfenced')
1498
+ for symbol in args:
1499
+ brac.appendChild(self._print(symbol))
1500
+ mrow.appendChild(brac)
1501
+ return mrow
1502
+
1503
+ _print_Min = _print_Max = _hprint_variadic_function
1504
+
1505
+ def _print_exp(self, expr):
1506
+ msup = self.dom.createElement('msup')
1507
+ msup.appendChild(self._print_Exp1(None))
1508
+ msup.appendChild(self._print(expr.args[0]))
1509
+ return msup
1510
+
1511
+ def _print_Relational(self, e):
1512
+ mrow = self.dom.createElement('mrow')
1513
+ mrow.appendChild(self._print(e.lhs))
1514
+ x = self.dom.createElement('mo')
1515
+ x.appendChild(self.dom.createTextNode(self.mathml_tag(e)))
1516
+ mrow.appendChild(x)
1517
+ mrow.appendChild(self._print(e.rhs))
1518
+ return mrow
1519
+
1520
+ def _print_int(self, p):
1521
+ dom_element = self.dom.createElement(self.mathml_tag(p))
1522
+ dom_element.appendChild(self.dom.createTextNode(str(p)))
1523
+ return dom_element
1524
+
1525
+ def _print_BaseScalar(self, e):
1526
+ msub = self.dom.createElement('msub')
1527
+ index, system = e._id
1528
+ mi = self.dom.createElement('mi')
1529
+ mi.setAttribute('mathvariant', 'bold')
1530
+ mi.appendChild(self.dom.createTextNode(system._variable_names[index]))
1531
+ msub.appendChild(mi)
1532
+ mi = self.dom.createElement('mi')
1533
+ mi.setAttribute('mathvariant', 'bold')
1534
+ mi.appendChild(self.dom.createTextNode(system._name))
1535
+ msub.appendChild(mi)
1536
+ return msub
1537
+
1538
+ def _print_BaseVector(self, e):
1539
+ msub = self.dom.createElement('msub')
1540
+ index, system = e._id
1541
+ mover = self.dom.createElement('mover')
1542
+ mi = self.dom.createElement('mi')
1543
+ mi.setAttribute('mathvariant', 'bold')
1544
+ mi.appendChild(self.dom.createTextNode(system._vector_names[index]))
1545
+ mover.appendChild(mi)
1546
+ mo = self.dom.createElement('mo')
1547
+ mo.appendChild(self.dom.createTextNode('^'))
1548
+ mover.appendChild(mo)
1549
+ msub.appendChild(mover)
1550
+ mi = self.dom.createElement('mi')
1551
+ mi.setAttribute('mathvariant', 'bold')
1552
+ mi.appendChild(self.dom.createTextNode(system._name))
1553
+ msub.appendChild(mi)
1554
+ return msub
1555
+
1556
+ def _print_VectorZero(self, e):
1557
+ mover = self.dom.createElement('mover')
1558
+ mi = self.dom.createElement('mi')
1559
+ mi.setAttribute('mathvariant', 'bold')
1560
+ mi.appendChild(self.dom.createTextNode("0"))
1561
+ mover.appendChild(mi)
1562
+ mo = self.dom.createElement('mo')
1563
+ mo.appendChild(self.dom.createTextNode('^'))
1564
+ mover.appendChild(mo)
1565
+ return mover
1566
+
1567
+ def _print_Cross(self, expr):
1568
+ mrow = self.dom.createElement('mrow')
1569
+ vec1 = expr._expr1
1570
+ vec2 = expr._expr2
1571
+ mrow.appendChild(self.parenthesize(vec1, PRECEDENCE['Mul']))
1572
+ mo = self.dom.createElement('mo')
1573
+ mo.appendChild(self.dom.createTextNode('&#xD7;'))
1574
+ mrow.appendChild(mo)
1575
+ mrow.appendChild(self.parenthesize(vec2, PRECEDENCE['Mul']))
1576
+ return mrow
1577
+
1578
+ def _print_Curl(self, expr):
1579
+ mrow = self.dom.createElement('mrow')
1580
+ mo = self.dom.createElement('mo')
1581
+ mo.appendChild(self.dom.createTextNode('&#x2207;'))
1582
+ mrow.appendChild(mo)
1583
+ mo = self.dom.createElement('mo')
1584
+ mo.appendChild(self.dom.createTextNode('&#xD7;'))
1585
+ mrow.appendChild(mo)
1586
+ mrow.appendChild(self.parenthesize(expr._expr, PRECEDENCE['Mul']))
1587
+ return mrow
1588
+
1589
+ def _print_Divergence(self, expr):
1590
+ mrow = self.dom.createElement('mrow')
1591
+ mo = self.dom.createElement('mo')
1592
+ mo.appendChild(self.dom.createTextNode('&#x2207;'))
1593
+ mrow.appendChild(mo)
1594
+ mo = self.dom.createElement('mo')
1595
+ mo.appendChild(self.dom.createTextNode('&#xB7;'))
1596
+ mrow.appendChild(mo)
1597
+ mrow.appendChild(self.parenthesize(expr._expr, PRECEDENCE['Mul']))
1598
+ return mrow
1599
+
1600
+ def _print_Dot(self, expr):
1601
+ mrow = self.dom.createElement('mrow')
1602
+ vec1 = expr._expr1
1603
+ vec2 = expr._expr2
1604
+ mrow.appendChild(self.parenthesize(vec1, PRECEDENCE['Mul']))
1605
+ mo = self.dom.createElement('mo')
1606
+ mo.appendChild(self.dom.createTextNode('&#xB7;'))
1607
+ mrow.appendChild(mo)
1608
+ mrow.appendChild(self.parenthesize(vec2, PRECEDENCE['Mul']))
1609
+ return mrow
1610
+
1611
+ def _print_Gradient(self, expr):
1612
+ mrow = self.dom.createElement('mrow')
1613
+ mo = self.dom.createElement('mo')
1614
+ mo.appendChild(self.dom.createTextNode('&#x2207;'))
1615
+ mrow.appendChild(mo)
1616
+ mrow.appendChild(self.parenthesize(expr._expr, PRECEDENCE['Mul']))
1617
+ return mrow
1618
+
1619
+ def _print_Laplacian(self, expr):
1620
+ mrow = self.dom.createElement('mrow')
1621
+ mo = self.dom.createElement('mo')
1622
+ mo.appendChild(self.dom.createTextNode('&#x2206;'))
1623
+ mrow.appendChild(mo)
1624
+ mrow.appendChild(self.parenthesize(expr._expr, PRECEDENCE['Mul']))
1625
+ return mrow
1626
+
1627
+ def _print_Integers(self, e):
1628
+ x = self.dom.createElement('mi')
1629
+ x.setAttribute('mathvariant', 'normal')
1630
+ x.appendChild(self.dom.createTextNode('&#x2124;'))
1631
+ return x
1632
+
1633
+ def _print_Complexes(self, e):
1634
+ x = self.dom.createElement('mi')
1635
+ x.setAttribute('mathvariant', 'normal')
1636
+ x.appendChild(self.dom.createTextNode('&#x2102;'))
1637
+ return x
1638
+
1639
+ def _print_Reals(self, e):
1640
+ x = self.dom.createElement('mi')
1641
+ x.setAttribute('mathvariant', 'normal')
1642
+ x.appendChild(self.dom.createTextNode('&#x211D;'))
1643
+ return x
1644
+
1645
+ def _print_Naturals(self, e):
1646
+ x = self.dom.createElement('mi')
1647
+ x.setAttribute('mathvariant', 'normal')
1648
+ x.appendChild(self.dom.createTextNode('&#x2115;'))
1649
+ return x
1650
+
1651
+ def _print_Naturals0(self, e):
1652
+ sub = self.dom.createElement('msub')
1653
+ x = self.dom.createElement('mi')
1654
+ x.setAttribute('mathvariant', 'normal')
1655
+ x.appendChild(self.dom.createTextNode('&#x2115;'))
1656
+ sub.appendChild(x)
1657
+ sub.appendChild(self._print(S.Zero))
1658
+ return sub
1659
+
1660
+ def _print_SingularityFunction(self, expr):
1661
+ shift = expr.args[0] - expr.args[1]
1662
+ power = expr.args[2]
1663
+ sup = self.dom.createElement('msup')
1664
+ brac = self.dom.createElement('mfenced')
1665
+ brac.setAttribute('close', '\u27e9')
1666
+ brac.setAttribute('open', '\u27e8')
1667
+ brac.appendChild(self._print(shift))
1668
+ sup.appendChild(brac)
1669
+ sup.appendChild(self._print(power))
1670
+ return sup
1671
+
1672
+ def _print_NaN(self, e):
1673
+ x = self.dom.createElement('mi')
1674
+ x.appendChild(self.dom.createTextNode('NaN'))
1675
+ return x
1676
+
1677
+ def _print_number_function(self, e, name):
1678
+ # Print name_arg[0] for one argument or name_arg[0](arg[1])
1679
+ # for more than one argument
1680
+ sub = self.dom.createElement('msub')
1681
+ mi = self.dom.createElement('mi')
1682
+ mi.appendChild(self.dom.createTextNode(name))
1683
+ sub.appendChild(mi)
1684
+ sub.appendChild(self._print(e.args[0]))
1685
+ if len(e.args) == 1:
1686
+ return sub
1687
+ # TODO: copy-pasted from _print_Function: can we do better?
1688
+ mrow = self.dom.createElement('mrow')
1689
+ y = self.dom.createElement('mfenced')
1690
+ for arg in e.args[1:]:
1691
+ y.appendChild(self._print(arg))
1692
+ mrow.appendChild(sub)
1693
+ mrow.appendChild(y)
1694
+ return mrow
1695
+
1696
+ def _print_bernoulli(self, e):
1697
+ return self._print_number_function(e, 'B')
1698
+
1699
+ _print_bell = _print_bernoulli
1700
+
1701
+ def _print_catalan(self, e):
1702
+ return self._print_number_function(e, 'C')
1703
+
1704
+ def _print_euler(self, e):
1705
+ return self._print_number_function(e, 'E')
1706
+
1707
+ def _print_fibonacci(self, e):
1708
+ return self._print_number_function(e, 'F')
1709
+
1710
+ def _print_lucas(self, e):
1711
+ return self._print_number_function(e, 'L')
1712
+
1713
+ def _print_stieltjes(self, e):
1714
+ return self._print_number_function(e, '&#x03B3;')
1715
+
1716
+ def _print_tribonacci(self, e):
1717
+ return self._print_number_function(e, 'T')
1718
+
1719
+ def _print_ComplexInfinity(self, e):
1720
+ x = self.dom.createElement('mover')
1721
+ mo = self.dom.createElement('mo')
1722
+ mo.appendChild(self.dom.createTextNode('&#x221E;'))
1723
+ x.appendChild(mo)
1724
+ mo = self.dom.createElement('mo')
1725
+ mo.appendChild(self.dom.createTextNode('~'))
1726
+ x.appendChild(mo)
1727
+ return x
1728
+
1729
+ def _print_EmptySet(self, e):
1730
+ x = self.dom.createElement('mo')
1731
+ x.appendChild(self.dom.createTextNode('&#x2205;'))
1732
+ return x
1733
+
1734
+ def _print_UniversalSet(self, e):
1735
+ x = self.dom.createElement('mo')
1736
+ x.appendChild(self.dom.createTextNode('&#x1D54C;'))
1737
+ return x
1738
+
1739
+ def _print_Adjoint(self, expr):
1740
+ from sympy.matrices import MatrixSymbol
1741
+ mat = expr.arg
1742
+ sup = self.dom.createElement('msup')
1743
+ if not isinstance(mat, MatrixSymbol):
1744
+ brac = self.dom.createElement('mfenced')
1745
+ brac.appendChild(self._print(mat))
1746
+ sup.appendChild(brac)
1747
+ else:
1748
+ sup.appendChild(self._print(mat))
1749
+ mo = self.dom.createElement('mo')
1750
+ mo.appendChild(self.dom.createTextNode('&#x2020;'))
1751
+ sup.appendChild(mo)
1752
+ return sup
1753
+
1754
+ def _print_Transpose(self, expr):
1755
+ from sympy.matrices import MatrixSymbol
1756
+ mat = expr.arg
1757
+ sup = self.dom.createElement('msup')
1758
+ if not isinstance(mat, MatrixSymbol):
1759
+ brac = self.dom.createElement('mfenced')
1760
+ brac.appendChild(self._print(mat))
1761
+ sup.appendChild(brac)
1762
+ else:
1763
+ sup.appendChild(self._print(mat))
1764
+ mo = self.dom.createElement('mo')
1765
+ mo.appendChild(self.dom.createTextNode('T'))
1766
+ sup.appendChild(mo)
1767
+ return sup
1768
+
1769
+ def _print_Inverse(self, expr):
1770
+ from sympy.matrices import MatrixSymbol
1771
+ mat = expr.arg
1772
+ sup = self.dom.createElement('msup')
1773
+ if not isinstance(mat, MatrixSymbol):
1774
+ brac = self.dom.createElement('mfenced')
1775
+ brac.appendChild(self._print(mat))
1776
+ sup.appendChild(brac)
1777
+ else:
1778
+ sup.appendChild(self._print(mat))
1779
+ sup.appendChild(self._print(-1))
1780
+ return sup
1781
+
1782
+ def _print_MatMul(self, expr):
1783
+ from sympy.matrices.expressions.matmul import MatMul
1784
+
1785
+ x = self.dom.createElement('mrow')
1786
+ args = expr.args
1787
+ if isinstance(args[0], Mul):
1788
+ args = args[0].as_ordered_factors() + list(args[1:])
1789
+ else:
1790
+ args = list(args)
1791
+
1792
+ if isinstance(expr, MatMul) and expr.could_extract_minus_sign():
1793
+ if args[0] == -1:
1794
+ args = args[1:]
1795
+ else:
1796
+ args[0] = -args[0]
1797
+ mo = self.dom.createElement('mo')
1798
+ mo.appendChild(self.dom.createTextNode('-'))
1799
+ x.appendChild(mo)
1800
+
1801
+ for arg in args[:-1]:
1802
+ x.appendChild(self.parenthesize(arg, precedence_traditional(expr),
1803
+ False))
1804
+ mo = self.dom.createElement('mo')
1805
+ mo.appendChild(self.dom.createTextNode('&InvisibleTimes;'))
1806
+ x.appendChild(mo)
1807
+ x.appendChild(self.parenthesize(args[-1], precedence_traditional(expr),
1808
+ False))
1809
+ return x
1810
+
1811
+ def _print_MatPow(self, expr):
1812
+ from sympy.matrices import MatrixSymbol
1813
+ base, exp = expr.base, expr.exp
1814
+ sup = self.dom.createElement('msup')
1815
+ if not isinstance(base, MatrixSymbol):
1816
+ brac = self.dom.createElement('mfenced')
1817
+ brac.appendChild(self._print(base))
1818
+ sup.appendChild(brac)
1819
+ else:
1820
+ sup.appendChild(self._print(base))
1821
+ sup.appendChild(self._print(exp))
1822
+ return sup
1823
+
1824
+ def _print_HadamardProduct(self, expr):
1825
+ x = self.dom.createElement('mrow')
1826
+ args = expr.args
1827
+ for arg in args[:-1]:
1828
+ x.appendChild(
1829
+ self.parenthesize(arg, precedence_traditional(expr), False))
1830
+ mo = self.dom.createElement('mo')
1831
+ mo.appendChild(self.dom.createTextNode('&#x2218;'))
1832
+ x.appendChild(mo)
1833
+ x.appendChild(
1834
+ self.parenthesize(args[-1], precedence_traditional(expr), False))
1835
+ return x
1836
+
1837
+ def _print_ZeroMatrix(self, Z):
1838
+ x = self.dom.createElement('mn')
1839
+ x.appendChild(self.dom.createTextNode('&#x1D7D8'))
1840
+ return x
1841
+
1842
+ def _print_OneMatrix(self, Z):
1843
+ x = self.dom.createElement('mn')
1844
+ x.appendChild(self.dom.createTextNode('&#x1D7D9'))
1845
+ return x
1846
+
1847
+ def _print_Identity(self, I):
1848
+ x = self.dom.createElement('mi')
1849
+ x.appendChild(self.dom.createTextNode('&#x1D540;'))
1850
+ return x
1851
+
1852
+ def _print_floor(self, e):
1853
+ mrow = self.dom.createElement('mrow')
1854
+ x = self.dom.createElement('mfenced')
1855
+ x.setAttribute('close', '\u230B')
1856
+ x.setAttribute('open', '\u230A')
1857
+ x.appendChild(self._print(e.args[0]))
1858
+ mrow.appendChild(x)
1859
+ return mrow
1860
+
1861
+ def _print_ceiling(self, e):
1862
+ mrow = self.dom.createElement('mrow')
1863
+ x = self.dom.createElement('mfenced')
1864
+ x.setAttribute('close', '\u2309')
1865
+ x.setAttribute('open', '\u2308')
1866
+ x.appendChild(self._print(e.args[0]))
1867
+ mrow.appendChild(x)
1868
+ return mrow
1869
+
1870
+ def _print_Lambda(self, e):
1871
+ x = self.dom.createElement('mfenced')
1872
+ mrow = self.dom.createElement('mrow')
1873
+ symbols = e.args[0]
1874
+ if len(symbols) == 1:
1875
+ symbols = self._print(symbols[0])
1876
+ else:
1877
+ symbols = self._print(symbols)
1878
+ mrow.appendChild(symbols)
1879
+ mo = self.dom.createElement('mo')
1880
+ mo.appendChild(self.dom.createTextNode('&#x21A6;'))
1881
+ mrow.appendChild(mo)
1882
+ mrow.appendChild(self._print(e.args[1]))
1883
+ x.appendChild(mrow)
1884
+ return x
1885
+
1886
+ def _print_tuple(self, e):
1887
+ x = self.dom.createElement('mfenced')
1888
+ for i in e:
1889
+ x.appendChild(self._print(i))
1890
+ return x
1891
+
1892
+ def _print_IndexedBase(self, e):
1893
+ return self._print(e.label)
1894
+
1895
+ def _print_Indexed(self, e):
1896
+ x = self.dom.createElement('msub')
1897
+ x.appendChild(self._print(e.base))
1898
+ if len(e.indices) == 1:
1899
+ x.appendChild(self._print(e.indices[0]))
1900
+ return x
1901
+ x.appendChild(self._print(e.indices))
1902
+ return x
1903
+
1904
+ def _print_MatrixElement(self, e):
1905
+ x = self.dom.createElement('msub')
1906
+ x.appendChild(self.parenthesize(e.parent, PRECEDENCE["Atom"], strict = True))
1907
+ brac = self.dom.createElement('mfenced')
1908
+ brac.setAttribute("close", "")
1909
+ brac.setAttribute("open", "")
1910
+ for i in e.indices:
1911
+ brac.appendChild(self._print(i))
1912
+ x.appendChild(brac)
1913
+ return x
1914
+
1915
+ def _print_elliptic_f(self, e):
1916
+ x = self.dom.createElement('mrow')
1917
+ mi = self.dom.createElement('mi')
1918
+ mi.appendChild(self.dom.createTextNode('&#x1d5a5;'))
1919
+ x.appendChild(mi)
1920
+ y = self.dom.createElement('mfenced')
1921
+ y.setAttribute("separators", "|")
1922
+ for i in e.args:
1923
+ y.appendChild(self._print(i))
1924
+ x.appendChild(y)
1925
+ return x
1926
+
1927
+ def _print_elliptic_e(self, e):
1928
+ x = self.dom.createElement('mrow')
1929
+ mi = self.dom.createElement('mi')
1930
+ mi.appendChild(self.dom.createTextNode('&#x1d5a4;'))
1931
+ x.appendChild(mi)
1932
+ y = self.dom.createElement('mfenced')
1933
+ y.setAttribute("separators", "|")
1934
+ for i in e.args:
1935
+ y.appendChild(self._print(i))
1936
+ x.appendChild(y)
1937
+ return x
1938
+
1939
+ def _print_elliptic_pi(self, e):
1940
+ x = self.dom.createElement('mrow')
1941
+ mi = self.dom.createElement('mi')
1942
+ mi.appendChild(self.dom.createTextNode('&#x1d6f1;'))
1943
+ x.appendChild(mi)
1944
+ y = self.dom.createElement('mfenced')
1945
+ if len(e.args) == 2:
1946
+ y.setAttribute("separators", "|")
1947
+ else:
1948
+ y.setAttribute("separators", ";|")
1949
+ for i in e.args:
1950
+ y.appendChild(self._print(i))
1951
+ x.appendChild(y)
1952
+ return x
1953
+
1954
+ def _print_Ei(self, e):
1955
+ x = self.dom.createElement('mrow')
1956
+ mi = self.dom.createElement('mi')
1957
+ mi.appendChild(self.dom.createTextNode('Ei'))
1958
+ x.appendChild(mi)
1959
+ x.appendChild(self._print(e.args))
1960
+ return x
1961
+
1962
+ def _print_expint(self, e):
1963
+ x = self.dom.createElement('mrow')
1964
+ y = self.dom.createElement('msub')
1965
+ mo = self.dom.createElement('mo')
1966
+ mo.appendChild(self.dom.createTextNode('E'))
1967
+ y.appendChild(mo)
1968
+ y.appendChild(self._print(e.args[0]))
1969
+ x.appendChild(y)
1970
+ x.appendChild(self._print(e.args[1:]))
1971
+ return x
1972
+
1973
+ def _print_jacobi(self, e):
1974
+ x = self.dom.createElement('mrow')
1975
+ y = self.dom.createElement('msubsup')
1976
+ mo = self.dom.createElement('mo')
1977
+ mo.appendChild(self.dom.createTextNode('P'))
1978
+ y.appendChild(mo)
1979
+ y.appendChild(self._print(e.args[0]))
1980
+ y.appendChild(self._print(e.args[1:3]))
1981
+ x.appendChild(y)
1982
+ x.appendChild(self._print(e.args[3:]))
1983
+ return x
1984
+
1985
+ def _print_gegenbauer(self, e):
1986
+ x = self.dom.createElement('mrow')
1987
+ y = self.dom.createElement('msubsup')
1988
+ mo = self.dom.createElement('mo')
1989
+ mo.appendChild(self.dom.createTextNode('C'))
1990
+ y.appendChild(mo)
1991
+ y.appendChild(self._print(e.args[0]))
1992
+ y.appendChild(self._print(e.args[1:2]))
1993
+ x.appendChild(y)
1994
+ x.appendChild(self._print(e.args[2:]))
1995
+ return x
1996
+
1997
+ def _print_chebyshevt(self, e):
1998
+ x = self.dom.createElement('mrow')
1999
+ y = self.dom.createElement('msub')
2000
+ mo = self.dom.createElement('mo')
2001
+ mo.appendChild(self.dom.createTextNode('T'))
2002
+ y.appendChild(mo)
2003
+ y.appendChild(self._print(e.args[0]))
2004
+ x.appendChild(y)
2005
+ x.appendChild(self._print(e.args[1:]))
2006
+ return x
2007
+
2008
+ def _print_chebyshevu(self, e):
2009
+ x = self.dom.createElement('mrow')
2010
+ y = self.dom.createElement('msub')
2011
+ mo = self.dom.createElement('mo')
2012
+ mo.appendChild(self.dom.createTextNode('U'))
2013
+ y.appendChild(mo)
2014
+ y.appendChild(self._print(e.args[0]))
2015
+ x.appendChild(y)
2016
+ x.appendChild(self._print(e.args[1:]))
2017
+ return x
2018
+
2019
+ def _print_legendre(self, e):
2020
+ x = self.dom.createElement('mrow')
2021
+ y = self.dom.createElement('msub')
2022
+ mo = self.dom.createElement('mo')
2023
+ mo.appendChild(self.dom.createTextNode('P'))
2024
+ y.appendChild(mo)
2025
+ y.appendChild(self._print(e.args[0]))
2026
+ x.appendChild(y)
2027
+ x.appendChild(self._print(e.args[1:]))
2028
+ return x
2029
+
2030
+ def _print_assoc_legendre(self, e):
2031
+ x = self.dom.createElement('mrow')
2032
+ y = self.dom.createElement('msubsup')
2033
+ mo = self.dom.createElement('mo')
2034
+ mo.appendChild(self.dom.createTextNode('P'))
2035
+ y.appendChild(mo)
2036
+ y.appendChild(self._print(e.args[0]))
2037
+ y.appendChild(self._print(e.args[1:2]))
2038
+ x.appendChild(y)
2039
+ x.appendChild(self._print(e.args[2:]))
2040
+ return x
2041
+
2042
+ def _print_laguerre(self, e):
2043
+ x = self.dom.createElement('mrow')
2044
+ y = self.dom.createElement('msub')
2045
+ mo = self.dom.createElement('mo')
2046
+ mo.appendChild(self.dom.createTextNode('L'))
2047
+ y.appendChild(mo)
2048
+ y.appendChild(self._print(e.args[0]))
2049
+ x.appendChild(y)
2050
+ x.appendChild(self._print(e.args[1:]))
2051
+ return x
2052
+
2053
+ def _print_assoc_laguerre(self, e):
2054
+ x = self.dom.createElement('mrow')
2055
+ y = self.dom.createElement('msubsup')
2056
+ mo = self.dom.createElement('mo')
2057
+ mo.appendChild(self.dom.createTextNode('L'))
2058
+ y.appendChild(mo)
2059
+ y.appendChild(self._print(e.args[0]))
2060
+ y.appendChild(self._print(e.args[1:2]))
2061
+ x.appendChild(y)
2062
+ x.appendChild(self._print(e.args[2:]))
2063
+ return x
2064
+
2065
+ def _print_hermite(self, e):
2066
+ x = self.dom.createElement('mrow')
2067
+ y = self.dom.createElement('msub')
2068
+ mo = self.dom.createElement('mo')
2069
+ mo.appendChild(self.dom.createTextNode('H'))
2070
+ y.appendChild(mo)
2071
+ y.appendChild(self._print(e.args[0]))
2072
+ x.appendChild(y)
2073
+ x.appendChild(self._print(e.args[1:]))
2074
+ return x
2075
+
2076
+
2077
+ @print_function(MathMLPrinterBase)
2078
+ def mathml(expr, printer='content', **settings):
2079
+ """Returns the MathML representation of expr. If printer is presentation
2080
+ then prints Presentation MathML else prints content MathML.
2081
+ """
2082
+ if printer == 'presentation':
2083
+ return MathMLPresentationPrinter(settings).doprint(expr)
2084
+ else:
2085
+ return MathMLContentPrinter(settings).doprint(expr)
2086
+
2087
+
2088
+ def print_mathml(expr, printer='content', **settings):
2089
+ """
2090
+ Prints a pretty representation of the MathML code for expr. If printer is
2091
+ presentation then prints Presentation MathML else prints content MathML.
2092
+
2093
+ Examples
2094
+ ========
2095
+
2096
+ >>> ##
2097
+ >>> from sympy import print_mathml
2098
+ >>> from sympy.abc import x
2099
+ >>> print_mathml(x+1) #doctest: +NORMALIZE_WHITESPACE
2100
+ <apply>
2101
+ <plus/>
2102
+ <ci>x</ci>
2103
+ <cn>1</cn>
2104
+ </apply>
2105
+ >>> print_mathml(x+1, printer='presentation')
2106
+ <mrow>
2107
+ <mi>x</mi>
2108
+ <mo>+</mo>
2109
+ <mn>1</mn>
2110
+ </mrow>
2111
+
2112
+ """
2113
+ if printer == 'presentation':
2114
+ s = MathMLPresentationPrinter(settings)
2115
+ else:
2116
+ s = MathMLContentPrinter(settings)
2117
+ xml = s._print(sympify(expr))
2118
+ s.apply_patch()
2119
+ pretty_xml = xml.toprettyxml()
2120
+ s.restore_patch()
2121
+
2122
+ print(pretty_xml)
2123
+
2124
+
2125
+ # For backward compatibility
2126
+ MathMLPrinter = MathMLContentPrinter
venv/lib/python3.10/site-packages/sympy/printing/numpy.py ADDED
@@ -0,0 +1,507 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ from sympy.core import S
2
+ from sympy.core.function import Lambda
3
+ from sympy.core.power import Pow
4
+ from .pycode import PythonCodePrinter, _known_functions_math, _print_known_const, _print_known_func, _unpack_integral_limits, ArrayPrinter
5
+ from .codeprinter import CodePrinter
6
+
7
+
8
+ _not_in_numpy = 'erf erfc factorial gamma loggamma'.split()
9
+ _in_numpy = [(k, v) for k, v in _known_functions_math.items() if k not in _not_in_numpy]
10
+ _known_functions_numpy = dict(_in_numpy, **{
11
+ 'acos': 'arccos',
12
+ 'acosh': 'arccosh',
13
+ 'asin': 'arcsin',
14
+ 'asinh': 'arcsinh',
15
+ 'atan': 'arctan',
16
+ 'atan2': 'arctan2',
17
+ 'atanh': 'arctanh',
18
+ 'exp2': 'exp2',
19
+ 'sign': 'sign',
20
+ 'logaddexp': 'logaddexp',
21
+ 'logaddexp2': 'logaddexp2',
22
+ })
23
+ _known_constants_numpy = {
24
+ 'Exp1': 'e',
25
+ 'Pi': 'pi',
26
+ 'EulerGamma': 'euler_gamma',
27
+ 'NaN': 'nan',
28
+ 'Infinity': 'PINF',
29
+ 'NegativeInfinity': 'NINF'
30
+ }
31
+
32
+ _numpy_known_functions = {k: 'numpy.' + v for k, v in _known_functions_numpy.items()}
33
+ _numpy_known_constants = {k: 'numpy.' + v for k, v in _known_constants_numpy.items()}
34
+
35
+ class NumPyPrinter(ArrayPrinter, PythonCodePrinter):
36
+ """
37
+ Numpy printer which handles vectorized piecewise functions,
38
+ logical operators, etc.
39
+ """
40
+
41
+ _module = 'numpy'
42
+ _kf = _numpy_known_functions
43
+ _kc = _numpy_known_constants
44
+
45
+ def __init__(self, settings=None):
46
+ """
47
+ `settings` is passed to CodePrinter.__init__()
48
+ `module` specifies the array module to use, currently 'NumPy', 'CuPy'
49
+ or 'JAX'.
50
+ """
51
+ self.language = "Python with {}".format(self._module)
52
+ self.printmethod = "_{}code".format(self._module)
53
+
54
+ self._kf = {**PythonCodePrinter._kf, **self._kf}
55
+
56
+ super().__init__(settings=settings)
57
+
58
+
59
+ def _print_seq(self, seq):
60
+ "General sequence printer: converts to tuple"
61
+ # Print tuples here instead of lists because numba supports
62
+ # tuples in nopython mode.
63
+ delimiter=', '
64
+ return '({},)'.format(delimiter.join(self._print(item) for item in seq))
65
+
66
+ def _print_MatMul(self, expr):
67
+ "Matrix multiplication printer"
68
+ if expr.as_coeff_matrices()[0] is not S.One:
69
+ expr_list = expr.as_coeff_matrices()[1]+[(expr.as_coeff_matrices()[0])]
70
+ return '({})'.format(').dot('.join(self._print(i) for i in expr_list))
71
+ return '({})'.format(').dot('.join(self._print(i) for i in expr.args))
72
+
73
+ def _print_MatPow(self, expr):
74
+ "Matrix power printer"
75
+ return '{}({}, {})'.format(self._module_format(self._module + '.linalg.matrix_power'),
76
+ self._print(expr.args[0]), self._print(expr.args[1]))
77
+
78
+ def _print_Inverse(self, expr):
79
+ "Matrix inverse printer"
80
+ return '{}({})'.format(self._module_format(self._module + '.linalg.inv'),
81
+ self._print(expr.args[0]))
82
+
83
+ def _print_DotProduct(self, expr):
84
+ # DotProduct allows any shape order, but numpy.dot does matrix
85
+ # multiplication, so we have to make sure it gets 1 x n by n x 1.
86
+ arg1, arg2 = expr.args
87
+ if arg1.shape[0] != 1:
88
+ arg1 = arg1.T
89
+ if arg2.shape[1] != 1:
90
+ arg2 = arg2.T
91
+
92
+ return "%s(%s, %s)" % (self._module_format(self._module + '.dot'),
93
+ self._print(arg1),
94
+ self._print(arg2))
95
+
96
+ def _print_MatrixSolve(self, expr):
97
+ return "%s(%s, %s)" % (self._module_format(self._module + '.linalg.solve'),
98
+ self._print(expr.matrix),
99
+ self._print(expr.vector))
100
+
101
+ def _print_ZeroMatrix(self, expr):
102
+ return '{}({})'.format(self._module_format(self._module + '.zeros'),
103
+ self._print(expr.shape))
104
+
105
+ def _print_OneMatrix(self, expr):
106
+ return '{}({})'.format(self._module_format(self._module + '.ones'),
107
+ self._print(expr.shape))
108
+
109
+ def _print_FunctionMatrix(self, expr):
110
+ from sympy.abc import i, j
111
+ lamda = expr.lamda
112
+ if not isinstance(lamda, Lambda):
113
+ lamda = Lambda((i, j), lamda(i, j))
114
+ return '{}(lambda {}: {}, {})'.format(self._module_format(self._module + '.fromfunction'),
115
+ ', '.join(self._print(arg) for arg in lamda.args[0]),
116
+ self._print(lamda.args[1]), self._print(expr.shape))
117
+
118
+ def _print_HadamardProduct(self, expr):
119
+ func = self._module_format(self._module + '.multiply')
120
+ return ''.join('{}({}, '.format(func, self._print(arg)) \
121
+ for arg in expr.args[:-1]) + "{}{}".format(self._print(expr.args[-1]),
122
+ ')' * (len(expr.args) - 1))
123
+
124
+ def _print_KroneckerProduct(self, expr):
125
+ func = self._module_format(self._module + '.kron')
126
+ return ''.join('{}({}, '.format(func, self._print(arg)) \
127
+ for arg in expr.args[:-1]) + "{}{}".format(self._print(expr.args[-1]),
128
+ ')' * (len(expr.args) - 1))
129
+
130
+ def _print_Adjoint(self, expr):
131
+ return '{}({}({}))'.format(
132
+ self._module_format(self._module + '.conjugate'),
133
+ self._module_format(self._module + '.transpose'),
134
+ self._print(expr.args[0]))
135
+
136
+ def _print_DiagonalOf(self, expr):
137
+ vect = '{}({})'.format(
138
+ self._module_format(self._module + '.diag'),
139
+ self._print(expr.arg))
140
+ return '{}({}, (-1, 1))'.format(
141
+ self._module_format(self._module + '.reshape'), vect)
142
+
143
+ def _print_DiagMatrix(self, expr):
144
+ return '{}({})'.format(self._module_format(self._module + '.diagflat'),
145
+ self._print(expr.args[0]))
146
+
147
+ def _print_DiagonalMatrix(self, expr):
148
+ return '{}({}, {}({}, {}))'.format(self._module_format(self._module + '.multiply'),
149
+ self._print(expr.arg), self._module_format(self._module + '.eye'),
150
+ self._print(expr.shape[0]), self._print(expr.shape[1]))
151
+
152
+ def _print_Piecewise(self, expr):
153
+ "Piecewise function printer"
154
+ from sympy.logic.boolalg import ITE, simplify_logic
155
+ def print_cond(cond):
156
+ """ Problem having an ITE in the cond. """
157
+ if cond.has(ITE):
158
+ return self._print(simplify_logic(cond))
159
+ else:
160
+ return self._print(cond)
161
+ exprs = '[{}]'.format(','.join(self._print(arg.expr) for arg in expr.args))
162
+ conds = '[{}]'.format(','.join(print_cond(arg.cond) for arg in expr.args))
163
+ # If [default_value, True] is a (expr, cond) sequence in a Piecewise object
164
+ # it will behave the same as passing the 'default' kwarg to select()
165
+ # *as long as* it is the last element in expr.args.
166
+ # If this is not the case, it may be triggered prematurely.
167
+ return '{}({}, {}, default={})'.format(
168
+ self._module_format(self._module + '.select'), conds, exprs,
169
+ self._print(S.NaN))
170
+
171
+ def _print_Relational(self, expr):
172
+ "Relational printer for Equality and Unequality"
173
+ op = {
174
+ '==' :'equal',
175
+ '!=' :'not_equal',
176
+ '<' :'less',
177
+ '<=' :'less_equal',
178
+ '>' :'greater',
179
+ '>=' :'greater_equal',
180
+ }
181
+ if expr.rel_op in op:
182
+ lhs = self._print(expr.lhs)
183
+ rhs = self._print(expr.rhs)
184
+ return '{op}({lhs}, {rhs})'.format(op=self._module_format(self._module + '.'+op[expr.rel_op]),
185
+ lhs=lhs, rhs=rhs)
186
+ return super()._print_Relational(expr)
187
+
188
+ def _print_And(self, expr):
189
+ "Logical And printer"
190
+ # We have to override LambdaPrinter because it uses Python 'and' keyword.
191
+ # If LambdaPrinter didn't define it, we could use StrPrinter's
192
+ # version of the function and add 'logical_and' to NUMPY_TRANSLATIONS.
193
+ return '{}.reduce(({}))'.format(self._module_format(self._module + '.logical_and'), ','.join(self._print(i) for i in expr.args))
194
+
195
+ def _print_Or(self, expr):
196
+ "Logical Or printer"
197
+ # We have to override LambdaPrinter because it uses Python 'or' keyword.
198
+ # If LambdaPrinter didn't define it, we could use StrPrinter's
199
+ # version of the function and add 'logical_or' to NUMPY_TRANSLATIONS.
200
+ return '{}.reduce(({}))'.format(self._module_format(self._module + '.logical_or'), ','.join(self._print(i) for i in expr.args))
201
+
202
+ def _print_Not(self, expr):
203
+ "Logical Not printer"
204
+ # We have to override LambdaPrinter because it uses Python 'not' keyword.
205
+ # If LambdaPrinter didn't define it, we would still have to define our
206
+ # own because StrPrinter doesn't define it.
207
+ return '{}({})'.format(self._module_format(self._module + '.logical_not'), ','.join(self._print(i) for i in expr.args))
208
+
209
+ def _print_Pow(self, expr, rational=False):
210
+ # XXX Workaround for negative integer power error
211
+ if expr.exp.is_integer and expr.exp.is_negative:
212
+ expr = Pow(expr.base, expr.exp.evalf(), evaluate=False)
213
+ return self._hprint_Pow(expr, rational=rational, sqrt=self._module + '.sqrt')
214
+
215
+ def _print_Min(self, expr):
216
+ return '{}(({}), axis=0)'.format(self._module_format(self._module + '.amin'), ','.join(self._print(i) for i in expr.args))
217
+
218
+ def _print_Max(self, expr):
219
+ return '{}(({}), axis=0)'.format(self._module_format(self._module + '.amax'), ','.join(self._print(i) for i in expr.args))
220
+
221
+ def _print_arg(self, expr):
222
+ return "%s(%s)" % (self._module_format(self._module + '.angle'), self._print(expr.args[0]))
223
+
224
+ def _print_im(self, expr):
225
+ return "%s(%s)" % (self._module_format(self._module + '.imag'), self._print(expr.args[0]))
226
+
227
+ def _print_Mod(self, expr):
228
+ return "%s(%s)" % (self._module_format(self._module + '.mod'), ', '.join(
229
+ (self._print(arg) for arg in expr.args)))
230
+
231
+ def _print_re(self, expr):
232
+ return "%s(%s)" % (self._module_format(self._module + '.real'), self._print(expr.args[0]))
233
+
234
+ def _print_sinc(self, expr):
235
+ return "%s(%s)" % (self._module_format(self._module + '.sinc'), self._print(expr.args[0]/S.Pi))
236
+
237
+ def _print_MatrixBase(self, expr):
238
+ func = self.known_functions.get(expr.__class__.__name__, None)
239
+ if func is None:
240
+ func = self._module_format(self._module + '.array')
241
+ return "%s(%s)" % (func, self._print(expr.tolist()))
242
+
243
+ def _print_Identity(self, expr):
244
+ shape = expr.shape
245
+ if all(dim.is_Integer for dim in shape):
246
+ return "%s(%s)" % (self._module_format(self._module + '.eye'), self._print(expr.shape[0]))
247
+ else:
248
+ raise NotImplementedError("Symbolic matrix dimensions are not yet supported for identity matrices")
249
+
250
+ def _print_BlockMatrix(self, expr):
251
+ return '{}({})'.format(self._module_format(self._module + '.block'),
252
+ self._print(expr.args[0].tolist()))
253
+
254
+ def _print_NDimArray(self, expr):
255
+ if len(expr.shape) == 1:
256
+ return self._module + '.array(' + self._print(expr.args[0]) + ')'
257
+ if len(expr.shape) == 2:
258
+ return self._print(expr.tomatrix())
259
+ # Should be possible to extend to more dimensions
260
+ return CodePrinter._print_not_supported(self, expr)
261
+
262
+ _add = "add"
263
+ _einsum = "einsum"
264
+ _transpose = "transpose"
265
+ _ones = "ones"
266
+ _zeros = "zeros"
267
+
268
+ _print_lowergamma = CodePrinter._print_not_supported
269
+ _print_uppergamma = CodePrinter._print_not_supported
270
+ _print_fresnelc = CodePrinter._print_not_supported
271
+ _print_fresnels = CodePrinter._print_not_supported
272
+
273
+ for func in _numpy_known_functions:
274
+ setattr(NumPyPrinter, f'_print_{func}', _print_known_func)
275
+
276
+ for const in _numpy_known_constants:
277
+ setattr(NumPyPrinter, f'_print_{const}', _print_known_const)
278
+
279
+
280
+ _known_functions_scipy_special = {
281
+ 'Ei': 'expi',
282
+ 'erf': 'erf',
283
+ 'erfc': 'erfc',
284
+ 'besselj': 'jv',
285
+ 'bessely': 'yv',
286
+ 'besseli': 'iv',
287
+ 'besselk': 'kv',
288
+ 'cosm1': 'cosm1',
289
+ 'powm1': 'powm1',
290
+ 'factorial': 'factorial',
291
+ 'gamma': 'gamma',
292
+ 'loggamma': 'gammaln',
293
+ 'digamma': 'psi',
294
+ 'polygamma': 'polygamma',
295
+ 'RisingFactorial': 'poch',
296
+ 'jacobi': 'eval_jacobi',
297
+ 'gegenbauer': 'eval_gegenbauer',
298
+ 'chebyshevt': 'eval_chebyt',
299
+ 'chebyshevu': 'eval_chebyu',
300
+ 'legendre': 'eval_legendre',
301
+ 'hermite': 'eval_hermite',
302
+ 'laguerre': 'eval_laguerre',
303
+ 'assoc_laguerre': 'eval_genlaguerre',
304
+ 'beta': 'beta',
305
+ 'LambertW' : 'lambertw',
306
+ }
307
+
308
+ _known_constants_scipy_constants = {
309
+ 'GoldenRatio': 'golden_ratio',
310
+ 'Pi': 'pi',
311
+ }
312
+ _scipy_known_functions = {k : "scipy.special." + v for k, v in _known_functions_scipy_special.items()}
313
+ _scipy_known_constants = {k : "scipy.constants." + v for k, v in _known_constants_scipy_constants.items()}
314
+
315
+ class SciPyPrinter(NumPyPrinter):
316
+
317
+ _kf = {**NumPyPrinter._kf, **_scipy_known_functions}
318
+ _kc = {**NumPyPrinter._kc, **_scipy_known_constants}
319
+
320
+ def __init__(self, settings=None):
321
+ super().__init__(settings=settings)
322
+ self.language = "Python with SciPy and NumPy"
323
+
324
+ def _print_SparseRepMatrix(self, expr):
325
+ i, j, data = [], [], []
326
+ for (r, c), v in expr.todok().items():
327
+ i.append(r)
328
+ j.append(c)
329
+ data.append(v)
330
+
331
+ return "{name}(({data}, ({i}, {j})), shape={shape})".format(
332
+ name=self._module_format('scipy.sparse.coo_matrix'),
333
+ data=data, i=i, j=j, shape=expr.shape
334
+ )
335
+
336
+ _print_ImmutableSparseMatrix = _print_SparseRepMatrix
337
+
338
+ # SciPy's lpmv has a different order of arguments from assoc_legendre
339
+ def _print_assoc_legendre(self, expr):
340
+ return "{0}({2}, {1}, {3})".format(
341
+ self._module_format('scipy.special.lpmv'),
342
+ self._print(expr.args[0]),
343
+ self._print(expr.args[1]),
344
+ self._print(expr.args[2]))
345
+
346
+ def _print_lowergamma(self, expr):
347
+ return "{0}({2})*{1}({2}, {3})".format(
348
+ self._module_format('scipy.special.gamma'),
349
+ self._module_format('scipy.special.gammainc'),
350
+ self._print(expr.args[0]),
351
+ self._print(expr.args[1]))
352
+
353
+ def _print_uppergamma(self, expr):
354
+ return "{0}({2})*{1}({2}, {3})".format(
355
+ self._module_format('scipy.special.gamma'),
356
+ self._module_format('scipy.special.gammaincc'),
357
+ self._print(expr.args[0]),
358
+ self._print(expr.args[1]))
359
+
360
+ def _print_betainc(self, expr):
361
+ betainc = self._module_format('scipy.special.betainc')
362
+ beta = self._module_format('scipy.special.beta')
363
+ args = [self._print(arg) for arg in expr.args]
364
+ return f"({betainc}({args[0]}, {args[1]}, {args[3]}) - {betainc}({args[0]}, {args[1]}, {args[2]})) \
365
+ * {beta}({args[0]}, {args[1]})"
366
+
367
+ def _print_betainc_regularized(self, expr):
368
+ return "{0}({1}, {2}, {4}) - {0}({1}, {2}, {3})".format(
369
+ self._module_format('scipy.special.betainc'),
370
+ self._print(expr.args[0]),
371
+ self._print(expr.args[1]),
372
+ self._print(expr.args[2]),
373
+ self._print(expr.args[3]))
374
+
375
+ def _print_fresnels(self, expr):
376
+ return "{}({})[0]".format(
377
+ self._module_format("scipy.special.fresnel"),
378
+ self._print(expr.args[0]))
379
+
380
+ def _print_fresnelc(self, expr):
381
+ return "{}({})[1]".format(
382
+ self._module_format("scipy.special.fresnel"),
383
+ self._print(expr.args[0]))
384
+
385
+ def _print_airyai(self, expr):
386
+ return "{}({})[0]".format(
387
+ self._module_format("scipy.special.airy"),
388
+ self._print(expr.args[0]))
389
+
390
+ def _print_airyaiprime(self, expr):
391
+ return "{}({})[1]".format(
392
+ self._module_format("scipy.special.airy"),
393
+ self._print(expr.args[0]))
394
+
395
+ def _print_airybi(self, expr):
396
+ return "{}({})[2]".format(
397
+ self._module_format("scipy.special.airy"),
398
+ self._print(expr.args[0]))
399
+
400
+ def _print_airybiprime(self, expr):
401
+ return "{}({})[3]".format(
402
+ self._module_format("scipy.special.airy"),
403
+ self._print(expr.args[0]))
404
+
405
+ def _print_bernoulli(self, expr):
406
+ # scipy's bernoulli is inconsistent with SymPy's so rewrite
407
+ return self._print(expr._eval_rewrite_as_zeta(*expr.args))
408
+
409
+ def _print_harmonic(self, expr):
410
+ return self._print(expr._eval_rewrite_as_zeta(*expr.args))
411
+
412
+ def _print_Integral(self, e):
413
+ integration_vars, limits = _unpack_integral_limits(e)
414
+
415
+ if len(limits) == 1:
416
+ # nicer (but not necessary) to prefer quad over nquad for 1D case
417
+ module_str = self._module_format("scipy.integrate.quad")
418
+ limit_str = "%s, %s" % tuple(map(self._print, limits[0]))
419
+ else:
420
+ module_str = self._module_format("scipy.integrate.nquad")
421
+ limit_str = "({})".format(", ".join(
422
+ "(%s, %s)" % tuple(map(self._print, l)) for l in limits))
423
+
424
+ return "{}(lambda {}: {}, {})[0]".format(
425
+ module_str,
426
+ ", ".join(map(self._print, integration_vars)),
427
+ self._print(e.args[0]),
428
+ limit_str)
429
+
430
+ def _print_Si(self, expr):
431
+ return "{}({})[0]".format(
432
+ self._module_format("scipy.special.sici"),
433
+ self._print(expr.args[0]))
434
+
435
+ def _print_Ci(self, expr):
436
+ return "{}({})[1]".format(
437
+ self._module_format("scipy.special.sici"),
438
+ self._print(expr.args[0]))
439
+
440
+ for func in _scipy_known_functions:
441
+ setattr(SciPyPrinter, f'_print_{func}', _print_known_func)
442
+
443
+ for const in _scipy_known_constants:
444
+ setattr(SciPyPrinter, f'_print_{const}', _print_known_const)
445
+
446
+
447
+ _cupy_known_functions = {k : "cupy." + v for k, v in _known_functions_numpy.items()}
448
+ _cupy_known_constants = {k : "cupy." + v for k, v in _known_constants_numpy.items()}
449
+
450
+ class CuPyPrinter(NumPyPrinter):
451
+ """
452
+ CuPy printer which handles vectorized piecewise functions,
453
+ logical operators, etc.
454
+ """
455
+
456
+ _module = 'cupy'
457
+ _kf = _cupy_known_functions
458
+ _kc = _cupy_known_constants
459
+
460
+ def __init__(self, settings=None):
461
+ super().__init__(settings=settings)
462
+
463
+ for func in _cupy_known_functions:
464
+ setattr(CuPyPrinter, f'_print_{func}', _print_known_func)
465
+
466
+ for const in _cupy_known_constants:
467
+ setattr(CuPyPrinter, f'_print_{const}', _print_known_const)
468
+
469
+
470
+ _jax_known_functions = {k: 'jax.numpy.' + v for k, v in _known_functions_numpy.items()}
471
+ _jax_known_constants = {k: 'jax.numpy.' + v for k, v in _known_constants_numpy.items()}
472
+
473
+ class JaxPrinter(NumPyPrinter):
474
+ """
475
+ JAX printer which handles vectorized piecewise functions,
476
+ logical operators, etc.
477
+ """
478
+ _module = "jax.numpy"
479
+
480
+ _kf = _jax_known_functions
481
+ _kc = _jax_known_constants
482
+
483
+ def __init__(self, settings=None):
484
+ super().__init__(settings=settings)
485
+
486
+ # These need specific override to allow for the lack of "jax.numpy.reduce"
487
+ def _print_And(self, expr):
488
+ "Logical And printer"
489
+ return "{}({}.asarray([{}]), axis=0)".format(
490
+ self._module_format(self._module + ".all"),
491
+ self._module_format(self._module),
492
+ ",".join(self._print(i) for i in expr.args),
493
+ )
494
+
495
+ def _print_Or(self, expr):
496
+ "Logical Or printer"
497
+ return "{}({}.asarray([{}]), axis=0)".format(
498
+ self._module_format(self._module + ".any"),
499
+ self._module_format(self._module),
500
+ ",".join(self._print(i) for i in expr.args),
501
+ )
502
+
503
+ for func in _jax_known_functions:
504
+ setattr(JaxPrinter, f'_print_{func}', _print_known_func)
505
+
506
+ for const in _jax_known_constants:
507
+ setattr(JaxPrinter, f'_print_{const}', _print_known_const)
venv/lib/python3.10/site-packages/sympy/printing/pretty/__init__.py ADDED
@@ -0,0 +1,12 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ """ASCII-ART 2D pretty-printer"""
2
+
3
+ from .pretty import (pretty, pretty_print, pprint, pprint_use_unicode,
4
+ pprint_try_use_unicode, pager_print)
5
+
6
+ # if unicode output is available -- let's use it
7
+ pprint_try_use_unicode()
8
+
9
+ __all__ = [
10
+ 'pretty', 'pretty_print', 'pprint', 'pprint_use_unicode',
11
+ 'pprint_try_use_unicode', 'pager_print',
12
+ ]