-
Notifications
You must be signed in to change notification settings - Fork 1
/
Copy pathsparser.py
1561 lines (1201 loc) · 94.4 KB
/
sparser.py
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155
156
157
158
159
160
161
162
163
164
165
166
167
168
169
170
171
172
173
174
175
176
177
178
179
180
181
182
183
184
185
186
187
188
189
190
191
192
193
194
195
196
197
198
199
200
201
202
203
204
205
206
207
208
209
210
211
212
213
214
215
216
217
218
219
220
221
222
223
224
225
226
227
228
229
230
231
232
233
234
235
236
237
238
239
240
241
242
243
244
245
246
247
248
249
250
251
252
253
254
255
256
257
258
259
260
261
262
263
264
265
266
267
268
269
270
271
272
273
274
275
276
277
278
279
280
281
282
283
284
285
286
287
288
289
290
291
292
293
294
295
296
297
298
299
300
301
302
303
304
305
306
307
308
309
310
311
312
313
314
315
316
317
318
319
320
321
322
323
324
325
326
327
328
329
330
331
332
333
334
335
336
337
338
339
340
341
342
343
344
345
346
347
348
349
350
351
352
353
354
355
356
357
358
359
360
361
362
363
364
365
366
367
368
369
370
371
372
373
374
375
376
377
378
379
380
381
382
383
384
385
386
387
388
389
390
391
392
393
394
395
396
397
398
399
400
401
402
403
404
405
406
407
408
409
410
411
412
413
414
415
416
417
418
419
420
421
422
423
424
425
426
427
428
429
430
431
432
433
434
435
436
437
438
439
440
441
442
443
444
445
446
447
448
449
450
451
452
453
454
455
456
457
458
459
460
461
462
463
464
465
466
467
468
469
470
471
472
473
474
475
476
477
478
479
480
481
482
483
484
485
486
487
488
489
490
491
492
493
494
495
496
497
498
499
500
501
502
503
504
505
506
507
508
509
510
511
512
513
514
515
516
517
518
519
520
521
522
523
524
525
526
527
528
529
530
531
532
533
534
535
536
537
538
539
540
541
542
543
544
545
546
547
548
549
550
551
552
553
554
555
556
557
558
559
560
561
562
563
564
565
566
567
568
569
570
571
572
573
574
575
576
577
578
579
580
581
582
583
584
585
586
587
588
589
590
591
592
593
594
595
596
597
598
599
600
601
602
603
604
605
606
607
608
609
610
611
612
613
614
615
616
617
618
619
620
621
622
623
624
625
626
627
628
629
630
631
632
633
634
635
636
637
638
639
640
641
642
643
644
645
646
647
648
649
650
651
652
653
654
655
656
657
658
659
660
661
662
663
664
665
666
667
668
669
670
671
672
673
674
675
676
677
678
679
680
681
682
683
684
685
686
687
688
689
690
691
692
693
694
695
696
697
698
699
700
701
702
703
704
705
706
707
708
709
710
711
712
713
714
715
716
717
718
719
720
721
722
723
724
725
726
727
728
729
730
731
732
733
734
735
736
737
738
739
740
741
742
743
744
745
746
747
748
749
750
751
752
753
754
755
756
757
758
759
760
761
762
763
764
765
766
767
768
769
770
771
772
773
774
775
776
777
778
779
780
781
782
783
784
785
786
787
788
789
790
791
792
793
794
795
796
797
798
799
800
801
802
803
804
805
806
807
808
809
810
811
812
813
814
815
816
817
818
819
820
821
822
823
824
825
826
827
828
829
830
831
832
833
834
835
836
837
838
839
840
841
842
843
844
845
846
847
848
849
850
851
852
853
854
855
856
857
858
859
860
861
862
863
864
865
866
867
868
869
870
871
872
873
874
875
876
877
878
879
880
881
882
883
884
885
886
887
888
889
890
891
892
893
894
895
896
897
898
899
900
901
902
903
904
905
906
907
908
909
910
911
912
913
914
915
916
917
918
919
920
921
922
923
924
925
926
927
928
929
930
931
932
933
934
935
936
937
938
939
940
941
942
943
944
945
946
947
948
949
950
951
952
953
954
955
956
957
958
959
960
961
962
963
964
965
966
967
968
969
970
971
972
973
974
975
976
977
978
979
980
981
982
983
984
985
986
987
988
989
990
991
992
993
994
995
996
997
998
999
1000
# Builds expression tree from text, nodes are nested AST tuples.
import ast as py_ast
from collections import OrderedDict
import os
import re
import sys
from lalr1 import Token, State, PopConfs, Reduce, LALR1 # , KeepConf # AUTO_REMOVE_IN_SINGLE_SCRIPT
from sast import AST # AUTO_REMOVE_IN_SINGLE_SCRIPT
import sxlat # AUTO_REMOVE_IN_SINGLE_SCRIPT
import sym # AUTO_REMOVE_IN_SINGLE_SCRIPT
ALL_FUNC_NAMES = AST.Func.PY | AST.Func.TEX | {'sech', 'csch', AST.Func.NOREMAP, AST.Func.NOEVAL}
RESERVED_FUNCS = {'sqrt', 'log', 'ln', 'Function', 'Symbol'} | AST.Func.PY
RESERVED_WORDS = {'in', 'if', 'else', 'or', 'and', 'not', 'Function', 'Symbol'}
RESERVED_ALL = RESERVED_WORDS | RESERVED_FUNCS
_SP_USER_VARS = {} # flattened user vars {name: ast, ...}
_SP_USER_FUNCS = set () # set of user funcs present {name, ...} - including hidden Gamma and the like
def _raise (exc):
raise exc
def _is_valid_var_name (self, text, allow_funcs = False):
toks = self.tokenize (text)
if allow_funcs:
return ((toks [0] == 'VAR' and not toks [0].grp [4]) or toks [0] in {'SQRT', 'LN', 'LOG', 'FUNC'}) and toks [1] == '$end'
else:
return toks == ['VAR', '$end'] and not toks [0].grp [4]
def _FUNC_name (FUNC):
if FUNC.grp [1]:
return AST.Func.TEX2PY_TRIGH_INV.get (FUNC.grp [1], FUNC.grp [1])
else:
func = (FUNC.grp [0] or FUNC.grp [2] or FUNC.text).replace ('\\', '')
return f'{func}{FUNC.grp [3]}' if FUNC.grp [3] else func
def _ast_from_tok_digit_or_var (tok, i = 0, noerr = False):
return AST ('#', tok.grp [i]) if tok.grp [i] else \
AST ('@', AST.Var.ANY2PY.get (tok.grp [i + 2].replace (' ', ''), tok.grp [i + 1]) if tok.grp [i + 2] else tok.grp [i + 1])
def _ast_func_tuple_args (ast):
ast = ast.strip_curly.strip_paren1
return ast.comma if ast.is_comma else (ast,)
def _ast_func_sxlat (func, args, **kw):
return sxlat.xlat_funcs2asts (AST ('-func', func, args, **kw), sxlat.XLAT_FUNC2AST_SPARSER, recurse = False)
def _ast_func_reorder (ast, unconditional = False):
wrap2 = None
if ast.is_diffp:
ast2, wrap2 = ast.diffp, lambda a, count = ast.count: AST ('-diffp', a, count)
elif ast.is_fact:
ast2, wrap2 = ast.fact, lambda a: AST ('!', a)
elif ast.is_pow:
ast2, wrap2 = ast.base, lambda a: AST ('^', a, ast.exp, is_pypow = ast.is_pypow)
elif ast.is_attr:
ast2, wrap2 = ast.obj, lambda a: AST ('.', a, *ast [2:])
elif ast.is_idx:
ast2, wrap2 = ast.obj, lambda a: AST ('-idx', a, ast.idx)
if wrap2:
ast3, wrap3 = _ast_func_reorder (ast2, unconditional = unconditional)
if unconditional or ast3.op in {'{', '(', '[', '-lamb'}:
return ast3, lambda a: wrap2 (wrap3 (a))
return ast, lambda a: a
def _ast_var_as_ufunc (var, arg, rhs, force_implicit = False): # var guaranteed not to be in _SP_USER_FUNCS
if var.var != '_' and arg.is_paren and var.is_var_nonconst: # f (vars[, kws]) -> ('-ufunc', 'f', (vars)[, kws]) ... implicit undefined function
argskw = arg.paren.as_ufunc_argskw
ufunc = _SP_USER_VARS.get (var.var, AST.Null)
if ufunc.is_ufunc:
ast = ufunc.apply_argskw (argskw)
if ast:
return ast.setkw (src_rhs = rhs, src_var_name = var.var)
elif ufunc.op is None and (force_implicit or AST.UFunc.valid_implicit_args (argskw [0])):
return AST ('-ufunc', var.var, *argskw, src_rhs = rhs)
return None
def _ast_diff_func_apply_call (var, expr, arg):
func = _SP_USER_VARS.get (var, expr [1])
args = arg.comma if arg.is_comma else (arg,)
if func.is_lamb:
if len (args) == func.vars.len:
subs = tuple (filter (lambda va: va [1] != va [0], zip ((AST ('@', v) for v in func.vars), args)))
return AST ('-subs', expr, subs) if subs else expr
elif func.is_ufunc_applied:
ast = func.apply_argskw (arg.as_ufunc_argskw)
if ast:
return AST ('-subs', expr, ast.ufunc_subs) if ast.ufunc_subs else expr
return None
def _ast_pre_slice (pre, post):
if not post.is_slice:
return AST ('-slice', pre, post, None)
elif post.step is None:
return AST ('-slice', pre, post.start, post.stop)
raise SyntaxError ('invalid slice')
def _ast_mulexps_to_muls (ast): # convert explicit multiplication ASTs to normal multiplication ASTs with index information for explicit muls
if not isinstance (ast, AST):
return ast
elif ast.is_mulexp:
return AST ('*', tuple (_ast_mulexps_to_muls (a) for a in ast.mul), frozenset (range (1, ast.mul.len)))
else:
return AST (*tuple (_ast_mulexps_to_muls (a) for a in ast))
def _ast_tail_differential (self, want_pre = False, from_add = False): # find first instance of concatenated differential for integral expression -> pre, dv, wrap -> wrap (\int pre dv), pre may be None, if dv is None then rest are undefined
lself = lambda a: a
if self.is_differential or self.is_var_null: # AST.VarNull is for autocomplete
return None, self, lself, lself
elif self.is_minus:
pre, dv, wrap, wrapp = self.minus.tail_differential
if dv:
return pre, dv.setkw (dv_has_neg = dv.dv_has_neg or not pre), wrap, lambda a: AST ('-', wrapp (a)) if (not a.is_num_pos or from_add) else wrapp (AST ('#', f'-{a.num}'))
elif self.is_fact:
pre, dv, wrap, wrapp = self.fact.tail_differential
if dv:
return pre, dv, lambda a: AST ('!', wrap (a)), wrapp
elif self.is_add:
pre, dv, wrap, wrapp = self.add [-1].tail_differential_from_add
if dv and pre:
return AST ('+', (*self.add [:-1], wrapp (pre))), dv, wrap, lself
elif self.op in {'*', '*exp'}:
for i, ast in enumerate (self.mul):
pre, dv, wrap, wrapp = ast.tail_differential
if dv:
if want_pre and (pre or not i):
want_pre = False
if ast is not self.mul [-1]:
continue
if not i:
return pre, dv, lambda a: AST (self.op, (wrap (a), *self.mul [1:])), wrapp
if pre:
pre = AST (self.op, (*self.mul [:i], pre))
elif i > 1:
pre = AST (self.op, self.mul [:i])
else:
pre = self.mul [0]
if i < self.mul.len - 1:
return pre, dv, lambda a: AST (self.op, (wrap (a), *self.mul [i + 1:])), wrapp
else:
return pre, dv, wrap, wrapp
elif self.is_div:
pre, dv, wrap, wrapp = self.numer.tail_differential
if dv:
return pre, dv, lambda a: AST ('/', wrap (a), self.denom), wrapp
pre, dv, wrap, wrapp = self.denom.tail_differential_want_pre
if dv and pre:
return AST ('/', self.numer, wrapp (pre)), dv, wrap, lself
elif self.is_pow:
pre, dv, wrap, wrapp = self.base.tail_differential
if dv and (pre or not want_pre):
return pre, dv, lambda a: AST ('^', wrap (a), self.exp), wrapp
pre, dv, wrap, wrapp = self.exp.tail_differential_want_pre
if dv and pre:
return AST ('^', self.base, wrapp (pre)), dv, wrap, lself
elif self.is_func:
if self.src:
if not want_pre and self.src.mul [0].is_differential and self.func in _SP_USER_FUNCS:
return None, self.src.mul [0], lambda a: AST ('*', (a, self.src.mul [1])), lself
pre, dv, wrap, wrapp = self.src.mul [1].tail_differential
if dv:
if pre:
pre = wrapp (pre)
return AST ('-func', self.func, (pre,), src = AST ('*', (self.func, pre))), dv, wrap, lself
elif self.func in _SP_USER_FUNCS:
return AST ('@', self.func), dv, wrap, wrapp
elif self.is_diff:
if self.src:
pre, dv, wrap, wrapp = self.src.tail_differential
if dv and pre:
pre = _expr_diff (wrapp (pre))
if pre.is_diff:
return pre, dv, wrap, lself
elif self.op in {'-lim', '-sum'}:
pre, dv, wrap, wrapp = self [1].tail_differential_want_pre
if dv and pre:
return AST (self.op, wrapp (pre), *self [2:]), dv, wrap, lself
return None, None, None, None
AST._tail_differential = _ast_tail_differential # adding to AST class so it can be cached and accessed as member
AST._tail_differential_want_pre = lambda self: self._tail_differential (want_pre = True)
AST._tail_differential_from_add = lambda self: self._tail_differential (from_add = True)
AST._has_tail_differential = lambda self: self.tail_differential [1]
#...............................................................................................
def _expr_ass_lvals (ast, allow_lexprs = False): # process assignment lvalues ... {a}, {b = x}, {y} -> {a, b} = {x, y}
def can_be_ufunc (ast):
return (
(ast.is_func and ast.func in _SP_USER_FUNCS and all (a.is_var_nonconst for a in ast.args)) or
(ast.is_mul and ast.mul.len == 2 and ast.mul [1].is_paren and ast.mul [0].is_var_nonconst and ast.mul [1].paren.as_ufunc_argskw))
def as_ufunc (ast):
if ast.is_func:
return AST ('-ufunc', ast.func, ast.args)
else: # is_mul
return AST ('-ufunc', ast.mul [0].var, *ast.mul [1].paren.as_ufunc_argskw)
def lhs_ufunc_explicitize (ast):
if not allow_lexprs and (ast.is_ufunc_py or (ast.is_ufunc and ast.kw)):
return AST ('-ufunc', f'?{ast.ufunc}', *ast [2:])
elif ast.src_var_name:
return AST ('-ufunc', f'{ast.src_var_name}', *ast [2:])
else:
return ast
# start here
if ast.is_ass: # if assigning to function call then is assignment to function instead, rewrite
if can_be_ufunc (ast.lhs):
ast = AST ('=', as_ufunc (ast.lhs), ast.rhs)
else:
ast = AST ('=', lhs_ufunc_explicitize (ast.lhs), ast.rhs)
elif ast.is_comma: # tuple assignment? ('x, y = y, x' comes from parsing as ('x', 'y = y', 'x')) so rewrite
vars = []
itr = iter (ast.comma)
for c in itr:
if c.op in {'@', '-ufunc'}:
vars.append (lhs_ufunc_explicitize (c))
elif can_be_ufunc (c):
vars.append (as_ufunc (c))
elif c.is_ass:
t = (c.rhs,) + tuple (itr)
v = lhs_ufunc_explicitize (c.lhs) if c.lhs.op in {'@', '-ufunc'} else as_ufunc (c.lhs) if can_be_ufunc (c.lhs) else c.lhs if allow_lexprs else None
if v:
ast = AST ('=', (',', tuple (vars) + (v,)) if len (vars) else v, t [0] if len (t) == 1 else AST (',', t))
vars.append (c.lhs)
break
elif allow_lexprs:
vars.append (c)
else:
break
return ast
def _expr_comma (lhs, rhs):
if rhs.is_slice and rhs.step is None and rhs.stop and rhs.start and rhs.start.is_var_nonconst:
if lhs.is_comma:
for i in range (lhs.comma.len - 1, -1, -1):
first_var, wrap = lhs.comma [i].tail_lambda
if first_var and wrap:
ast = wrap (AST ('-lamb', rhs.stop, (first_var.var, *(v.var for v in lhs.comma [i + 1:]), rhs.start.var)))
return ast if not i else AST (',', lhs.comma [:i] + (ast,))
if not lhs.comma [i].is_var_nonconst:
break
else:
first_var, wrap = lhs.tail_lambda
if first_var and wrap:
return wrap (AST ('-lamb', rhs.stop, (first_var.var, rhs.start.var)))
return AST.flatcat (',', lhs, rhs)
def _expr_colon (lhs, rhs):
first_var, wrap = lhs.tail_lambda
if wrap is None:
return _ast_pre_slice (lhs, rhs)
return wrap (AST ('-lamb', rhs, () if first_var is None else (first_var.var,)))
def _expr_mapsto (args, lamb):
if args.is_var_nonconst:
return AST ('-lamb', lamb, (args.var,), is_lamb_mapsto = True)
elif args.is_comma and all (v.is_var_nonconst for v in args.comma):
return AST ('-lamb', lamb, tuple (v.var for v in args.comma), is_lamb_mapsto = True)
raise SyntaxError ('mapsto parameters can only be variables')
def _expr_piece (expr, expr_if, expr_else):
if expr_else.is_piece:
return AST ('-piece', ((expr, expr_if),) + expr_else.piece)
else:
return AST ('-piece', ((expr, expr_if), (expr_else, True)))
def _expr_cmp (lhs, CMP, rhs):
cmp = AST.Cmp.ANY2PY.get (CMP.text.replace (' ', ''), CMP.text.replace (' ', ''))
if lhs.is_cmp:
return AST ('<>', lhs.lhs, lhs.cmp + ((cmp, rhs),))
else:
return AST ('<>', lhs, ((cmp, rhs),))
def _expr_add (self, lhs, rhs):
ast = AST.flatcat ('+', lhs, rhs)
if self.in_intg () and lhs.has_tail_differential:
return Reduce (ast)
return PopConfs (ast)
def _expr_mul_exp (self, lhs, rhs): # fix side-effect of integral parsing
if lhs.is_mulexp:
if lhs.mul [-1].is_differential and self.in_intg ():
return Reduce (AST.flatcat ('*exp', lhs, rhs))
return PopConfs (AST.flatcat ('*exp', lhs, rhs))
def _expr_neg (expr): # conditionally push negation into certain operations to make up for grammar higherarchy missing negative numbers
if expr.op in {'!', '-diffp', '-idx'}:
if expr [1].is_num_pos:
return AST (expr.op, expr [1].neg (), *expr [2:])
elif expr.is_mul:
return AST ('*', (_expr_neg (expr.mul [0]),) + expr.mul [1:])
return expr.neg (stack = True)
def _expr_diff (ast): # convert possible cases of derivatives in ast: ('*', ('/', 'd', 'dx'), expr) -> ('-diff', expr, 'd', ('x', 1))
def interpret_divide (ast):
numer = ast.numer.strip_curly
d = e = None
p = 1
if numer.is_var:
if numer.is_diff_or_part_solo:
d = numer.var
elif numer.is_diff_or_part:
d = numer.diff_or_part_type
e = numer.as_var
elif numer.is_pow:
if numer.base.is_diff_or_part_solo and numer.exp.strip_curly.is_num_pos_int:
d = numer.base.var
p = numer.exp.strip_curly.as_int
elif numer.is_mul and numer.mul.len == 2 and numer.mul [1].is_var and numer.mul [0].is_pow and numer.mul [0].base.is_diff_or_part_solo and numer.mul [0].exp.strip_curly.is_num_pos_int:
d = numer.mul [0].base.var
p = numer.mul [0].exp.strip_curly.as_int
e = numer.mul [1]
if d is None:
return None, None
ast_dv_check = (lambda n: n.is_differential) if d == 'd' else (lambda n: n.is_partial)
denom = ast.denom.strip_curly
ns = denom.mul if denom.is_mul else (denom,)
ds = []
cp = p
for i, n in enumerate (ns):
if n.is_ufunc: # implicit ufunc created for last differential reverts back to differential followed by paren
if n.is_ufunc_explicit or cp != 1:
break
v = n.src_rhs
n = AST ('@', n.ufunc)
ns = ns [:i] + (n, v) + ns [i + 1:]
ast = AST ('/', ast.numer, AST ('*', ns))
if ast_dv_check (n):
dec = 1
ds.append ((n.var_name, 1))
elif n.is_pow and ast_dv_check (n.base) and n.exp.strip_curly.is_num_pos_int:
dec = n.exp.strip_curly.as_int
ds.append ((n.base.var_name, dec))
else:
break
cp -= dec
if cp < 0:
break
if not cp:
if i == len (ns) - 1:
return AST ('-diff', e, d, tuple (ds), src = ast), None
elif not ast.denom.is_curly:
if e:
return AST ('-diff', e, d, tuple (ds), src = AST ('/', ast.numer, ('*', ns [:i + 1]) if i else ns [0])), ns [i + 1:]
elif i == len (ns) - 2:
return AST ('-diff', ns [-1], d, tuple (ds), src = ast), None
elif not ns [i + 1].is_paren:
return AST ('-diff', AST ('*', ns [i + 1:]), d, tuple (ds), src = ast), None
else:
return AST ('-diff', ns [i + 1], d, tuple (ds), src = AST ('/', ast.numer, ('*', ns [:i + 2]) if i < len (ns) - 3 else ns [i + 2])), ns [i + 2:]
break
return None, None
def try_apply_ics (ast, arg): # {d/dx u (x, t)} * (0, t) -> \. d/dx u (x, t) |_{x = 0}, {d/dx u (x, t)} * (0, 0) -> \. d/dx u (x, 0) |_{x = 0}
if arg.is_paren:
diff = ast.diff.strip_paren1
ast2 = _ast_diff_func_apply_call (diff.var, AST ('-diff', diff, ast.d, ast.dvs), arg.paren)
if ast2:
return ast2
return AST ('*', (ast, arg))
# start here
if ast.is_div: # this part handles d/dx y and dy/dx
diff, tail = interpret_divide (ast)
if diff and diff.diff:
if not tail:
return diff
elif len (tail) == 1:
return try_apply_ics (diff, tail [0])
else:
return AST.flatcat ('*', try_apply_ics (diff, tail [0]), AST ('*', tail [1:])) # only reanalyzes first element of tail for diff of ufunc ics
elif ast.is_mul: # this part needed to handle \frac{d}{dx}
mul = []
end = ast.mul.len
for i in range (end - 2, -1, -1):
if ast.mul [i].is_div:
diff, tail = interpret_divide (ast.mul [i])
if diff:
if diff.diff:
if i < end - 1:
mul [0:0] = ast.mul [i + 1 : end]
if tail:
mul [0:0] = tail
mul.insert (0, diff)
if i == end - 2:
mul.insert (0, AST ('-diff', ast.mul [i + 1], diff.d, diff.dvs, src = AST ('*', ast.mul [i : end])))
elif not ast.mul [i + 1].is_paren:
mul.insert (0, AST ('-diff', AST ('*', ast.mul [i + 1 : end]), diff.d, diff.dvs, src = AST ('*', ast.mul [i : end])))
else:
diff = AST ('-diff', ast.mul [i + 1], diff.d, diff.dvs, src = AST ('*', ast.mul [i : i + 2]))
expr = try_apply_ics (diff, ast.mul [i + 2]) # only reanalyzes first element of tail for diff of ufunc ics
if expr.is_mul:
mul [0:0] = ast.mul [i + 2 : end]
mul.insert (0, diff)
else:
mul [0:0] = ast.mul [i + 3 : end]
mul.insert (0, expr)
end = i
if mul:
mul = mul [0] if len (mul) == 1 else AST ('*', tuple (mul))
return mul if end == 0 else AST.flatcat ('*', ast.mul [0], mul) if end == 1 else AST.flatcat ('*', AST ('*', ast.mul [:end]), mul)
return ast
def _expr_div (numer, denom):
if denom.is_mulexp: # correct for wonky \int ... dv parsing
return AST ('*exp', (('/', numer, denom.mul [0]), *denom.mul [1:]))
if denom.is_mul:
for i, ast in enumerate (denom.mul):
if ast.is_mulexp:
return AST ('*exp', (('/', numer, ('*', (*denom.mul [:i], ast.mul [0]))), *ast.mul [1:]))
return AST ('/', numer, denom)
def _expr_mul_imp (self, lhs, rhs): # fix side-effect of integral parsing
if rhs.is_div:
if rhs.numer.is_intg:
return PopConfs (AST ('/', AST.flatcat ('*', lhs, rhs.numer), rhs.denom))
elif rhs.numer.is_mul and rhs.numer.mul [0].is_intg:
return PopConfs (AST ('/', AST.flatcat ('*', lhs, rhs.numer), rhs.denom))
elif rhs.is_mulexp:
if rhs.mul [0].is_div and rhs.mul [0].numer.is_intg:
return PopConfs (AST ('*exp', (('/', ('*', (lhs, rhs.mul [0].numer)), rhs.mul [0].denom), *rhs.mul [1:])))
elif lhs.is_mul:
if lhs.mul [-1].is_differential and self.in_intg ():
return Reduce (AST.flatcat ('*', lhs, rhs))
return PopConfs (AST.flatcat ('*', lhs, rhs))
def _expr_intg (ast, from_to = ()): # find differential for integration if present in ast and return integral ast
pre, dv, wrap, wrapp = ast.tail_differential
if dv:
if pre:
return wrap (AST ('-intg', wrapp (pre), dv, *from_to))
elif dv.dv_has_neg:
return wrap (AST ('-intg', wrapp (AST.One), dv, *from_to))
else:
return wrap (AST ('-intg', None, dv, *from_to))
raise SyntaxError ('integration expecting a differential')
def _expr_diffp_ics (lhs, commas): # f (x)' * (0) -> \. f (x) |_{x = 0}
if lhs.is_diffp:
ast = _ast_diff_func_apply_call (lhs.diffp.var, lhs, commas)
if ast:
return ast
return Reduce
def _expr_func (iparm, *args, is_operatorname = False): # rearrange ast tree for explicit parentheses like func (x)^y to give (func (x))^y instead of func((x)^y)
is_func = args [0] == '-func'
is_pseudo = is_func and args [1] in {AST.Func.NOREMAP, AST.Func.NOEVAL}
rhs = args [iparm]
arg, wrapa = _ast_func_reorder (rhs, unconditional = is_pseudo)
if is_func:
name = args [1]
if is_operatorname and name not in _SP_USER_FUNCS and name not in ALL_FUNC_NAMES: # \operatorname ufunc like SymPy writes out, will not catch unparend arg - shouldn't need to
ast = _ast_var_as_ufunc (AST ('@', name), arg, rhs, force_implicit = True)
if ast:
return wrapa (ast)
src = AST ('*', (('@', name), rhs))
if arg.is_paren:
ast2 = _ast_func_sxlat (name, _ast_func_tuple_args (arg), src = src)
else:
ast2 = AST ('-func', name, _ast_func_tuple_args (arg), src = src)
if is_pseudo and ast2.is_func and ast2.args.len != 1:
raise SyntaxError (f'no-{"remap" if ast2.func == AST.Func.NOREMAP else "eval"} pseudo-function takes a single argument')
else: # args [0] in {'-sqrt', '-log'}:
fargs = arg.strip_curly.strip_paren1 if args [0] == '-log' or (not arg.is_paren_tex or arg.paren.op in {',', '-slice'}) else arg.strip_curly
ast2 = AST (*(args [:iparm] + (fargs,) + args [iparm + 1:]))
ast2.src = AST ('*', (AST.VarNull, rhs)) # VarNull is placeholder
return wrapa (ast2)
def _expr_func_func (FUNC, args, expr_super = None):
istok = isinstance (FUNC, Token)
func = _FUNC_name (FUNC) if istok else FUNC
if expr_super is None:
return _expr_func (2, '-func', func, args, is_operatorname = istok and FUNC.grp [2])
elif expr_super.strip_curly != AST.NegOne or not AST ('-func', func, ()).is_func_trigh_noninv:
return AST ('^', _expr_func_func (FUNC, args), expr_super, is_pypow = expr_super.is_pypow)
else:
return _expr_func_func (f'a{func}', args)
def _expr_ufunc_ics (self, lhs, commas): # ufunc ('f', ()) * (x) -> ufunc ('f', (x,)), ufunc ('f', (x,)) * (0) -> ufunc ('f', (0,)), ...
if lhs.is_ufunc_py:
ast = lhs.apply_argskw (commas.as_ufunc_argskw)
if ast:
return PopConfs (AST ('-ufunc', lhs.ufunc_full, (commas.comma if commas.is_comma else (commas,)), lhs.kw))
return Reduce
def _expr_ufunc (self, args, py = False, name = ''):
if py:
args, kw = AST.args2kwargs (args.comma if args.is_comma else (args,))
if len (args) != 1 or not args [0].is_str:
raise SyntaxError ('Function() takes a single string name argument')
name = args [0].str_
argskw = ((), tuple (sorted (kw.items ())))
else:
argskw = args.as_ufunc_argskw
if not argskw:
raise SyntaxError ('invalid undefined function arguments')
if name and not _is_valid_var_name (self, name):
raise SyntaxError (f'invalid undefined function name {name!r}')
if AST ('@', name).is_var_const:
raise SyntaxError ('cannot use constant as undefined function name')
return AST ('-ufunc', f'?{name}', *argskw, is_ufunc_py = py)
def _expr_varfunc (self, var, rhs): # user_func *imp* (...) -> user_func (...)
arg, wrapa = _ast_func_reorder (rhs)
if var.var in _SP_USER_FUNCS:
if arg.is_paren:
return PopConfs (wrapa (_ast_func_sxlat (var.var, _ast_func_tuple_args (arg), src = AST ('*', (var, arg)))))
elif not (arg.is_curly and arg.strip_curly.is_paren) and var.var not in {'beta', 'Lambda'}: # special case beta and Lambda reject if they don't have parenthesized args (because they take two)
return PopConfs (wrapa (AST ('-func', var.var, (arg,), src = AST ('*', (var, arg)))))
else:
ast = _ast_var_as_ufunc (var, arg, rhs)
if ast:
return PopConfs (wrapa (ast))
return Reduce
def _expr_sym (self, args, py = False, name = ''):
args, kw = AST.args2kwargs (args.comma if args.is_comma else (args,))
if py:
if len (args) != 1 or not args [0].is_str:
raise SyntaxError ('Symbol() takes a single string name argument')
name = args [0].str_
elif args:
raise SyntaxError ('$ does not take direct arguments, only keyword assumptions')
if name and not _is_valid_var_name (self, name, allow_funcs = True):
raise SyntaxError (f'invalid symbol name {name!r}')
if AST ('@', name).is_var_const:
raise SyntaxError ('cannot use constant as symbol name')
return AST ('-sym', name, tuple (sorted (kw.items ())))
def _expr_subs (expr, subs):
def asslist2srcdst (asslist):
subs = []
for ast in asslist:
if ast.is_ass:
subs.append (_expr_ass_lvals (ast, True) [1:])
else:
raise SyntaxError ('expecting assignment')
return tuple (subs)
# start here
if not isinstance (subs, AST):
subs = asslist2srcdst (subs)
elif subs.is_ass:
subs = (_expr_ass_lvals (subs, True) [1:],)
elif subs.is_comma:
if not subs.comma:
return expr
if subs.comma [0].is_ass:
subs = asslist2srcdst (subs.comma)
else:
subs = _expr_ass_lvals (subs, True)
if subs.is_ass and subs.lhs.is_comma and subs.rhs.is_comma and subs.rhs.comma.len == subs.lhs.comma.len:
subs = tuple (zip (subs.lhs.comma, subs.rhs.comma))
else:
raise SyntaxError ('invalid tuple assignment')
else:
raise SyntaxError ('expecting assignment')
if expr.strip_curly.is_subs: # collapse multiple subs into one
return AST ('-subs', expr.strip_curly.expr, expr.strip_curly.subs + subs)
return AST ('-subs', expr, subs)
def _expr_mat (mat_rows):
if not mat_rows:
return AST.MatEmpty
elif len (mat_rows [0]) > 1:
return AST ('-mat', mat_rows)
else:
return AST ('-mat', tuple ((c [0],) for c in mat_rows))
def _expr_vec (self, ast):
e = ast.comma if ast.is_comma else (ast,)
if all (r.is_brack for r in e):
if len (e) == 0:
return AST.MatEmpty
elif len (e) == 1 or len (set (r.brack.len for r in e)) == 1:
if e [0].brack.len == 1:
return AST ('-mat', tuple ((r.brack [0],) for r in e))
elif e [0].brack.len:
return AST ('-mat', tuple (r.brack for r in e))
else:
return AST.MatEmpty
cols = max (r.brack.len for r in e)
if not all (r.brack.len == cols for r in e):
return self.mark_incomplete (AST ('-mat', tuple (r.brack + (AST.VarNull,) * (cols - r.brack.len) for r in e)))
return AST ('-mat', tuple ((r,) for r in e))
def _expr_curly (ast, forceset = False):
e = ast.comma if ast.is_comma else (ast,)
kvs = []
for kv in e:
if not kv.is_slice or kv.step is not None or kv.start is False or kv.stop is False:
if ast.is_comma:
return AST ('-set', ast.comma)
elif forceset:
return AST ('-set', e)
else:
return AST ('{', ast if not ast.is_paren else ('(', ast.paren, True))
kvs.append ((kv.start, kv.stop))
return AST ('-dict', tuple (kvs))
def _expr_var (VAR):
if VAR.grp [0]:
var = 'partial' + AST.Var.ANY2PY.get (VAR.grp [2], VAR.grp [2].replace ('\\_', '_'))
elif VAR.grp [1]:
var = 'd' + AST.Var.ANY2PY.get (VAR.grp [2], VAR.grp [2].replace ('\\_', '_'))
else:
var = AST.Var.ANY2PY.get (VAR.grp [3].replace (' ', ''), VAR.grp [3].replace ('\\_', '_'))
return AST ('@', f'{var}{VAR.grp [4]}' if VAR.grp [4] else var, text = VAR.text) # include original 'text' for check to prevent \lambda from creating lambda functions
def _expr_num (NUM):
num = NUM.grp [1] or (NUM.grp [0] if NUM.text [0] != '.' else f'0{NUM.grp [0]}')
if not NUM.grp [2]:
return AST ('#', num)
g2 = NUM.grp [2].replace ('{', '').replace ('}', '')
if g2 [1] in {'-', '+'}:
return AST ('#', f'{num}{g2.lower ()}')
else:
return AST ('#', f'{num}{g2 [0].lower ()}+{g2 [1:]}')
#...............................................................................................
class Parser (LALR1):
def __init__ (self):
LALR1.__init__ (self)
self.TOKENS_LONG.update ([(v, self.TOKENS [v]) for v in self.TOKENS_QUICK])
def set_quick (self, state = True):
self.TOKENS.update (self.TOKENS_QUICK if state else self.TOKENS_LONG)
self.set_tokens (self.TOKENS)
_PARSER_TABLES = \
b'eJztnXmP5DaW4L/MAl0FKACKpCgp/ysfPWtM+RgfvdMoGEb56IGxvuBre9CY777vpEgFFYorIyMyiFSkJIri+fh+FPVIvXjzl8/e/fj1xx/9pfnL//rup29hp6fvfvHp67+/hoPXX33y6tP3P8LDePD6q3c+ffXuv+NhPPjir1989O4nf9cj2H/08efw/7Mv' \
b'3sH/r1999r/l8O8fkjfYw/+/vfoUj//jU/T7GmN+/fG/wX8J4/VX73EoeD8fvvP+v3317qvP3v9Mjj98pa7vTId/mw4/4UMKIab2r3Agu1b2FvYffvDRFxTuBx99/KHuWz2wlCAKKBbP7OxzzM37H37y+d8/ex9j/eCjzzE3H32Bob3+4EMqkA+5CCnn/P/d' \
b'jz/88JWWOjp8yqX+qZY6u1HyP9VSF7dXvJ8S8mmWLErQf8C/Vx9+Av/fe+c1XUPXj96TwsOjd6bDv02HUnjvv/7sfXHRoseAPufEQwLR04evPvns848xxZ9+8CF5/893sVBeff559IZl+d4Hf/vgPbz+rtQtB/PJayp6KDethf/87P13ycN7H/z1ryhYH33A' \
b'skk5efXRe1jAeOFjvJ+i/j8sY7hrWfgg9Hf/HQ5/++Pr3/58++tvfybHv8HxN29//e73r37+9atvv/7ht9/f/ppchsPv/vkLXPn+zx/h+Me3v3/1zc8/yNGvP/+/6YgD+u273377Jh79Eo80HAh3Ovzlu1/15Kfv/uurt7/+l56+/Tre8f23/4yuv/8eb/jH' \
b'229+1+NfKB3s/MdP30xp/sc/fslOvvr+myQlP+rhD9/Hw58m19+/+zUe//jHD199/2MM7Js/fv3hv5Oi0cOvv//p5x+TLMVU/fr2mzQoONDTP7+LV95++2309DZm7p+/fTfllAoz5gDzlBRsvPDHT9///FO88N8xRd//9HtMElQu1nhSH99M+YOLaUH++Xaq' \
b'p59jWv5Ivbz96dvMPS3pr7/5+ccf38bTn2NgX0Ox/N/vpmrM/f3y/XfffBdPQER/mkrnl99+/zlGHaUr5uTnH6b8U6DZyW/JnV/98OfbH6YS5Tu/bN682ATXBPey4QOPB12H/0LThZdyCmd01KO3Bh3kkjrwWdD74IZenfCQfG1o37XNC++ajWu69mV08Ojg' \
b'vTpsRjxwLf/r0bt7mTrBNnfqfeqEh3DUBv7Xj82mHV6KEx7CESZ+aDq4j6/0eAB7C3fj3o/4zzdhgDs4sZOTnm46Q6H65kWgTIwv9bynXBpOEiTEYcAD/iYnl546LwfohoHADa2PRx0lbmheWDiDSgj2pbhsHCXCtvyvBxfLdQJneIjFSpWAd75MTvU4cbe8' \
b'21CVe/r5Ti97PMBEijsnvdl4ceRzSKPrKPd2cqDSCdM5FVfnZg6Tj42nTPmO/wW+gEnxnDQvp1o3kDbPiev5X28gF3zRYWWQVAUoJBQQuRBaveAHqVsWXY8pYDmEiKiQMYGSPHQa01OuAefJDW+H2kVRkxKIp27uJFKSO/fbp7Mbh+3Tgg+fO43bp9lNG89t' \
b'1EhxttIiMXUtiRNUsRslYKxRLsTovO00nW48SZa30N6hBUPoYzOA3IUGY3YiX9tXUTH1bg9PUKu5p42ndoz1OjYhyjA2Z64tg40Wk9aBHui17aJzdJxcPLsMk0vHLsldgVyCUZeNozw7x//6NiYvOtnUCQ/xaOR/UGwvX06HeNSx9Oot2Mq4zqBM2kmK8BT9' \
b'TadQoaRJBvan2hBVBVUtFCg3uNbxvwFub1m+W0eHVI7Y3OSA8tZie2pYgffafNFRnOI5KQQv0RqJA1tog22w4K4u4EAJ7EUqRWfAOTRS8kM/8MiZRZVHMtfzvx5qxXIlwRkeYolACx6wwEXEfTNQ+UAVvrCG+dS0JGTBarboYsusKl0EXUwpgxIE8WP57Lgc' \
b'pO2rcDqtD3B8EaZGSKd+ShYwmZIL0veCakGaE556Cn/Lae5DT5kkKMaWNRTk0rd6ZK0csTjhAZctFOLEPzwbs2jVJZ5tLEtRJ6d6BRU1BW07/tejXxYPbEmWLkLIzDk8CHoQLw16wIViKX98xGKJB1z5RjxIE8I6tUwpaBo2Y7Ol8kZPI//ru0lxsQ5DUhj+' \
b'N3V/ghFKdiP/w+6ONH44w0M8GvTiSzmFM73A4UCKho6kyas0Be2FBMQcKC+5HYUjUAmFTi9g10pc4Ah6dW8MlAL+2gY2TwAHCQSZBMEDFAJdQaVAHUOjx8JswPPQN8MApQi3tSj5HfwC/Hr4Yek6+HnUsVBcrQGfBm6D3gL4AVS2HqsJKgiOUNTgbo9XwMnA' \
b'sYFjKK0WWjqoLABpC+q2hQJooWBaoGYLzi26Q+paSF7rUBDgDmyFoL1aaAktNKUWSr+FHLcYL9RiC2BuqdIhY7CBj4C/rhnGZjTNCBm0zeiaEeOABDWYMUwN3APtbuyaMTRjD52phjrAyInWQMQGyq5vIHiQANDk2K/tScMNwAkENqRsHJoR0gkF2UJJtlC+' \
b'LRQwdDZBf4H6HLCkoFhBn4F6gSRhmjG/BrUC5AQyhi0cNGCPvcwwYpcFIAFQAOJBjxYEscdKwIoBhBlUlZBbyCy0Y2hAPdYDaqLWYmceDkEOqOpBDF5g/aMD795gNxtPsXJekoYiX5BiuoolD85Y+C+Jr3j1DUKczinsKjvPVHZejCwELde2SNCbF0MvIsWy' \
b'MrBwUE3TXiSLqpwcguzlPqxsCogEAeWIQqgq6T7ECuvd1Qq/rwr3tcLvp8LxKZO6DVZIYJggBACUB8tkGMYqFfcjFW9wKKTW9x3Vd+ula+ipoScV9yWNRbJy4CeQ7CK6SufRk8wUyzwPrpPepe9V6VAIWt9az1KHUkdaO2ldxDrQcuey5sJNC/MyBZm0gbnc' \
b'z+R9Luki4fvJ9m6ZZlkuyLDIbSquqZjOBHQumiCOVNmGnxAwYfxgEORZgp44a6Gfv9BfjILkIE9rTh7SOh0n6KTtdvoU6Irt1Ek71ftlxKDlIYM92q3T8LtWHiutpkC7Dx09LrwIHEXgGAJHYFCpYaawjCEExAEUXBWJY9phx4NBgWWjN7WEz17C3Fx6lvWe' \
b'xz96t6ugWxynhwKoBX5UgbPS6Fmy+66K9LlLuPbq76xXb/ta4XdV4W2t7/up7xdUGNTvtk6eEby+9yMHtOyA9DRdE2q9P5965+c7fPjWRzp5BpfnQJGBkZ8K8OEAe7HYhcVHMXxmwAc0SEuVieciE1Dbba3tO6ptW2v7jmrb1dq+l9p+MUa6E85HZvwYdMTd' \
b'yGBffeVxmVGTYOtD1R01P8wQNTh5O8nVf5jc5DWzXfIQDXfd37zg2M4fvCoRw+PXnaoPGRI6RxzOcBz8FHqWIK28YpJXxONQXyo+klrzdWjwjrQa1De/KaSXxrXa76TaX+ibeq9WGlb2MmugZ6kY+PLAQwjyFjN7s1mtbp5MV78YpNKM9EgG7qAMPNw3dGLc' \
b'H8QoI1qBSJ2z+dYLMdSxHJgMGPcUZFrTVGaoMMTCQF6Ds4VHbhAixh69RCyTD9hMBSdc0kUdoa565470zhuaxWRf1vlr91TnUPSWZ6bZOtfsGdczFJ7lqYa1np9vPePUUSuTCmFfK/TWK5Smg9YW+5wrGGvNykRe2NeqfUZVawi3UhF1qsyVP7TzlHlui64+' \
b'+t5PS8UlErTaee+lG0XwrS332lsuTnmmChuo31ut6O6p8drAjTY2Yh0v10bsSThmE+O83CUDojo5S6cQ6cwWrEcKpTQ9Tu+uM17OyOBsepzWSy3hM5ZwaXqcCn6dJvcYBe6T6XGqWqpInw//rPLf4BR31PS1h3aFVRSM4Lijg1o511Q5TvtKTgaj+H3BfDGB' \
b'IL4sPSbXqruCqgtSJ0EeVSeo1NI8pvfJDxF11vU9PULiSK2d98lq8zlqraGtB+JajkeVoz/JEKzlNQJrPZxaD7zI4vGBNOv28y3P+8aBDyJ5byrJT+8XQcFwadpamucYwnC1GM+hT9jE9nH1iaz/2sszXd/VqjvHEJO8MLC9vGaQZ+FAxVyfgZ+wbpzjumCO' \
b'ymCrWNjL3DQmrE7HJf+1mi6u/Xwt9ycp966W+xOopVFHvPVdprx4I1sEWYl3FBdWTS9aeb88tmzHwOZIo+i3UUheq+8izWYMtbgv2MEyhjtWwcqINu3P3T1+U7+Hc1dju7rKOS7aQGLVUaumr0jW1vx4ypMfk86zwAS/kxl553uuR8+mfvQ2+UueFm2z0VCa' \
b'PWHqw9lTS8LQyivl4oKHA5vcDjwPcRADjqLixlpYukoj5ZZHykk8+BU1DpVvvcfuRYJ4nKSC4E5A0LGIdWLiL70NqFvHE2Bxh7X/kr7TjLuBzniKjpMpOu6lzuxw6TeXUApcNCFnk3I9d2JSLjfgznYc8sARjazE8LWzREiJrKJ5J6KJxe7EgM0l3wlhaymX' \
b'fbfDiVd0ccn6wWgBQhcCSx6NV1K/WgVeJjc41cfs3nMEPYfWi7habiy9pIcFkwY/WZolDUGkuqTbcViOM8VBUberLmr8jOQWx1WJuXXi4vOqVoHW1jKWvuzcFZyRaU5Hv6yMepHRIBZanYDzrMQlVA3wrKoUx58djz87Hn+WBu64gTsZp8O97DrpuvKHzerw' \
b'yiM/VPN34+pim483o5R7ul52/JzWCdN6Oq3DSk86rGSWHz1oWMnxsJLjYSVHz0KW61EfnbSLArf5ulzO7XOLR058HHf5kodY/Evpjn7Z6EANPSb7lzrkUq2jTreO8jJA4Olhn9SljhLIWNj0lpu7EN0gFmpcRctN2XNT9tyUfe1qPqsma6n662DnfVQ40baT' \
b'hRpwD0Wgp56XVuheypcvO1zEA8oD4qjicR/iwV/ArBV/hxUPMXUM+o5Bj1LQWOm3k46QlRSw/AKdS5cB8hpkme1QTbYu9wzmqRqgJAP163h2mqweDgGFmUEGVVzPo8L8Yh7XxMACxblsWHa1MT+LxkwtskfRcLzzvOuk9iHqvrbTiz2d9U7fxXRiiRxk38sT' \
b'ma75j+VdK+ZyCrSrxX3JUYoRi5vag9f2YKUdII0qfZ4HfSCWkXEzSu3yWKBp3hjsUtJHttEWBT+0PSYtgAtG+yEcOmcekspVzoXLlZc+ifDjiTytcLlQpvhVmJRqJxnE3HHWgqQey4obu8fiYSGcV53WEb72Idl0M/nk4kGjtta2UR7i14FITrjcuV/mWMZi' \
b'nXmR3zbpmcE5fmsIv1mD7WLARy44x28X4zdOUZ7wnT+++8B0jVh0UHYoNmh6ZKAEcRFFkHwLMmBxTWQ0vkMTNzSWw0lhOEEJl7/G9Vax6LHsLVYw+MFKwFrAJoZV4bBe4BqqJVytCBclwtWK8NMGkA+Ln7LwWHFwD678iAs9os0wLg+JxsIgrRZtADtcLgH8' \
b'oD04VJBFw1FSKnANO6eQd4tqAerGohkx5NPijBDIp8PFYKHVu9aAVG08vf7ZYIlv8AexbiAFG4/HptmM4GzwerOBAtygZtlg9W2wzjaQlw3kZYNqZIOlv2nRE7SxDWqNDaqMDdbQZsRrAb2jS0e+0MnhkcOjDgPtMDDI3QbVxAb1xAYVxQY1xAbFYePQHfK6' \
b'GekAf+AKGdugY0BHg9FAOkFaNpgUChkzg3Kywca9GSjRcG3AENAzRoUR9+gA9bjBxELdbaAMsZQ2UCcbTC0l1mNy0AUVZDnFplvKCqYZU0NZcVhMWCiBbiInuAm0yAYkedNThoyUImYVSwJkdTNQJcABhoUl02NWwTuVIVYa5paCh7AG3FNxGcwPVSWmrcXw' \
b'4RpI6MZSZcGBo7RSEkk2IJxAtUmlhrdhxeOT0QaUwabHPSYAPeMFrAVH3jBADAuSjMKEggCeR6wxdKPqw9Dhh2WDIgHtZIOyg9KEaRgwexQxpxBlp8c6aCk6FEysLZIPKl6sVYwYqx8U0mbovkRFiuqzKs+qPM+rPKvmrJrzmWtOi5pzSWNyP7xPVGfStz1G' \
b'gYa8e55q0nZZmWon+wCV6nOtSk8L7ozatduhYf2eWtYmmvYQDdteqZYFd5zKmGnbblvj4qwrqL1lzdtjrfUrOpb/Mk1LDo+obSXKZZ3b76F1KYiTNe+U/5jtR9G8/S7d2++pfRP9e6Da7a9d8VKqx1wD9wUdLIKzpIebf4UH7Fr0D9i5GGHnhv/BSV+onHtS' \
b'y6yTZwo5amMa5JnGQqJCZm0cX0zu0MYtaWMe8qBxFFHLJtHMNPKyOhQyaenSKOG6uh7j4M5k+9TTWNakvv2CCi+p73QUKlXjVlT5wsjWfJxuPmamI2o0AuZ5lEyHG3HxjPiJDzdDgrxPimjwq3jIUTDHQLeH6g+J+keJgWu4sPIcAfiRPsj3KgpwhnMRB90M' \
b'CW2OBbTGx+WAIx68IKKAB/y8HH40hTDRJaiADgeUh4PyYGwMCTpQKDrRaIoLdkNngYU40JAp/yZYiM8IigiJyStzwk7hphvRgeLyubsgQn0JJlAyEBW8F1zQCYop7lFkYyDb3EBXRUeL6MABTNKuGACmdwkhxeTnWVGmcL4XuDLLvWTP8N7pzTSeTEjJ/Rsu' \
b'pj5hDLr3sdroCuKg90vJNFxUnGTmkd4pWKJSSshEaep7LlNBUw4hARCH2Ql49mFOS8Ur4HEuJjInjwrFCn/E24xAlJsJQswap+FqA1IcaQISGrETtiquM8mnkCmtTa6NSCnrHqiD5doHKmo3PFDnydsHEg2P1zu0jHkgAfHdA/ecwB1a2ABgw5cDtmXvoKvZ' \
b'f0sB0yXPd4D4PlBXBPThw4YQB3vSKxCmDf9Dy6ldFR33eW4xBz66rLHQXpCHSyzcl4NzBt4h//bi3sHMw1dlc+ahpLC7Qi9kW0I8Pi8QTzxG3oXCxrwLzLvUXXknvnY9Fk3eCnwLhUcj8rqEtVIq8xRjDdJjgffisEC2PJ+SESOlIvc6vhzm3o1eF6gFhpoG' \
b'JkArJ9BIHAqzMIEszEAWmGNhjWM6hHU8x1Qaco5JZa9xjL3NORZyjoWEY9PjlEac8iupFd0Lu5IrXOhXyq6usqty6865hYU551YvW8RWn20Jtvi8gC3xGLHVFzbGVs/YSt0VW+JrJ7biTQVs9SVs9TuwVUplnuL4NNbvQFaeR8mEkRKRex35I2Rl3o1eF2T1' \
b'jCwNTJBVTpyROBRZ/YSsfoasnpHVryFLB/+OR5ZKQo4sqeg1ZLG3ObL6HFl9gqx+QpZEnCIrqRXJmyIrucKFfqXICvsiawlWN02qSqn7pBRmuJ1RyuqmlFJP9O5JCSWO24TK3jfZKbR0I0BRDD53F0Cpr12Amm7aBhS6poBCgdj5xqmYyjzFq6+gZhmUHBje' \
b'Z++e0CXkN2AK2SPjCY/7JDTG00LSjEQieCKrDsYTFUThpRUV2y4+cXin8EkTl/NJ63mFT+JtxifKzcQnCl74RBliPmnECZ/SepG8CZ/SK1zqkU/KpX15FB64H7QXkJB1qJm2QdRXEFUQ3R+IMLNzEFnZIojEUw4idlwFEX1i1c43JpFlEqXuSiLxtZNE8aYC' \
b'iWxOIrsGoq0UbiV4FURZTolEYgJB+5xElklUiEZBZBlEGpiAqJw0I3EoiOwEIrsAIrsGInsyiDRDOYikmtdAxN7mILI5iGwCoundlEacgiipFsmbgii5wqX+1CAaKogqiO4PRBjpHESdbBFE4ikHETuuPxF1hY05xJYVmbtySHzt5FC8qcChrjBkt5tEpWTm' \
b'SV5/JMpzKFkwvM9BxOYT+Q2klxIUselEDE5QVE6bkVgURd2Eom4BRWvmEvZkcwlN3AxFUtNrKGJvcxTl5hI2MZegDAmKJOIURUnFSN4URckVLvVjUbQPggrkGSt5KnnujzxoPjgnT5Atkkc85eRhx3XyhMLG5GEbh8xdySO+dpIneiuQp2TjsJs8pWTmSV4n' \
b'T55DyYLhfU4etm/IbzBefAp52L4hBifkKafNSCxKnsm+wYYF8qwZOMQ5OseTRwKZkUdqeo087G1OntzAwSYGDom9uEackiepGN0LeZIrXOoXJk9rBD0X5s7jTQ86J3FKU4VOoMyR04mujiKrU4fa/amxRYwtSiBWUkKMskVCiIecEGMzmyO0PEwWst8Ufssy' \
b'T5wYE3flxLgCCWyWcsvJM4TSBBS3vYbJ8t+umUJSEpNXtCZwqQWcExO4KTCxKHDKBK2CtQlFVEA7aTCeTAMpoxkNpD5PnDYk5RQBoAKbAEAFSvKSThrK5g3tpcUT7d1exYPD0ROJbugh4hlOH6IXAeMzfbhA+Z4Pa7Gbm4a11FOGDnFcBUcMLd0IGo6HtTJ3' \
b'gYb6Em6QPmMnpQfdbGiH7TUGsI0Qd/AQVzHJefJXKTLLrWSHE5xzxPEQV36D8fFQSOJ4lCsNlEmykEJjpsQyXeRUGOMWhrvc2nCXO3q4S2fCKW5iDjPcqCSs4EZzkwPH5cNeLhn2ctOwl0acsCctV8mj4Ce9wtVw6YcPW/FV8fXUTzPXha3QxJ55xFaQLWJL' \
b'POXYYsd1bIXCxtjiMbHMXbElvhRbgbEVEmwFxlZgbMVbCtg6eHysmOQ8+evYynMr2eEEz7DFT0D5DcbHQ8UWP/+kgQq2yik0ZkqsYItPFVsLY2VubazMnTxWFnOW40okYA1XkosZrvKxMpeMlSWPShpxiqukPHUvuEqucPFfGld7r99QX9PU1zTPB0l94+YT' \
b'e9jNTRN71FOOJHZcR1Jf2BhJPKcnc1ckia9dI3DTTQUMleb07MZQKZl5ktcxlOdQsmB4n2OI5/TkNxgvPoVBPKcnBicAKqfNSCxKn2lOj+sX0LM2qcedPKlHEzdDj9T0GnrY2xw9+aQel0zqcdOkHo04RU9SMZI3RU9yhUv90ujZe3GEip6KnueDnqEhUGTo' \
b'GWSL6BFPOXrYcR09Q2Fj9AyMntRd0SO+dqIn3lRAz3Aweta2fdCT51CyYHifo2dg9GQ3GC8+BT0Do0eDE/SU02YkFkXPMKFn4Z0QFdxO9Awno0cSN0OP1PQaetjbHD1Djh5NOIcb0SMRp+hJKkbypuhJrnCpXxo9e69tEOo43c2N0wVaXqwS6lhCoUzP55N6' \
b'3ZRQ6smPvFdIifs2pMiXIsq3hY0Q5XlCaeYuiFJfgihSvB3vBFSeWYU7OyYBbOMKXQ/DVTHJefJXcTXLrWTHSNmkuKJczW8wPh4KsfC4zwNlaC2k0JgpscwtORV0UbFM3mcAo6LcBTAO+BSAxfxlAFM5WAGY5iUHGOVpAhhnzGm4CrCY5QlgaalK3gRg6RWu' \
b'hC2AHbgQwrEg23vFgwqyCrK7A5ltSN9nILOyRZCJJ6y5fNU5kp0iy9p81TnxqL8pCgKaZaDZxF2X8GHP01KrLb+D4r0wjU5opVR+DTXFUFrUZ75owh5cs4VNIokJXLfDm5UBreyjiye026sntLJ8QhIR+0KbPNtqCYtdniykECPIFqibxZynwnDBcSaYeDEE' \
b'Xf1H1ldg3REK2LNr2LMnY0/kZYY9kZYV7MXczlcCmi21QDHoUkDJWgsaeYq+KAXMvmSO66yW6fYnw9/e6yxU/FX83R3+sNnN8edki/gTT4S/PsOfpV8Rf32Gv/w3RUH4c4w/l7hH/Fn2FvHXC/76FH+94K8X/MU0l/BnD8afK2wSSUzgHvjLy4DxZxV/dht/' \
b'VvAXI2JfhD+rJaz4s4I/m1yM+NuugSQ4LjjOhOJPQoj4s4I/qYEt/Lk1/LmT8SfyMsOfSMsq/iS3W/izOf5cij874U8iT/EXpYDx51L8ZbVMtz8Z/vZe3aHir+Lv7vCHzW2OPy9bxJ94IvwNGf4c/Yr4y+ZaiUf9TVEQ/jzjL9km/Dn2FvE3CP6GFH+D4G8Q' \
b'/GkMRfwdPAfL+8ImkcQE7oG/vAwYf07x57bx5wR/MSL2ZeSkTd7K0RXCn0suRvy5xZ/gb5BMKP4khIg/J/gbJOQ5/vwa/vzJ+BN5meFPpGUVf5LbLfy5HH8+xZ+b8CeRp/iLUsD48yn+slqm258Mf3svMVHxV/F3d/jDZjbHXydbxJ94IvyltiYsL76MvzHD' \
b'n89+UxSEP541Fh19l+DPs7eIv1HwN6b4GwV/o+BPAyvizx+Mv66wSSQxgXvgLy8Dxp9X/Plt/HnBX4yIfRkJg0tY8ecFf+nFiL/ln+BvlEwo/iSEiD8v+NOKneNvbYaZP3qGWcSfyMsMfyItq/iT3G7hz+f4SyaX0TXFn0Se4i9KAeMvmV42q2Uu2yfCnzXV' \
b'frLaT94f10Lj57PJ2M1Ps8nUU2Y/KY6r9pMxtHRjnPFsssxdjVPE1y77yemmgkHKwTPIisnMk7xukJLnULJgeJ8bpPAMsvwG48WnWKPw9LEYnJiilNNmJBa1Q5leyPmFWWN+bdaYP3nWmCZuhiKp6TXzE/Y2Nz/JZ435ZNaYn2aNacQphpKK0b2YnyRXuNQv' \
b'bD9pr2ONjoqeip6Loqdv/HzWGLv5adaYesrRw47r6OkLG6OHZ41l7ooe8bUTPfGmAnoOnjVWTGae5HX05DmULBje5+jhWWP5DcaLT0EPzxqLwQl6ymkzEouiZ3oZ5hdmjfm1WWP+5FljmrgZeqSm19DD3uboyWeN+WTWmJ9mjWnEKXqSipG8KXqSK1zql0bP' \
b'dayvUdFT0XNJ9KBQzm3yO90UPeopQ484rqKnawsboadjk/zMXdCjvnahZ7ppGz3dweaKxWTmSV5FzyyHkgXD+ww9HVsp5jcYLz4ZPR0bJ8bgGD0LaTMSi6Cnm0zvu7aMnm7N6L472eheE5ejR2t6BT3ibYaeLjc97BKj+26yPNSIE/SkFSN5E/SkV7jUL42e' \
b'ulZGRc8dosc33dyOgt26yY4CRaXzW+xhP+vs8YWN2cP2E5m7skd87WRPvKnAnoPfFhWTmSd5nT15DiULhvc5e/glUX6Dkb2yh98NxeCEPeW0GYlF2eMn9vgF9qzZPnQn2z5o4mbskZpeYw97m7Mnf/PTJYYP3fTiRyNO2ZNUjORN2ZNc4VK/NHvqYhmVPXfI' \
b'nq7p5kYM7NZNRgzqKUcPO66jpytsjB62XcjcFT3iayd64k0F9HQHo6eUzDzJ6+jJcyhZMLzP0dMxerIbjBefgp6O0aPBCXrKaTMSi6Knm9DTLaBnze6gO9nuQBM3Q4/U9Bp62NscPV2OnsTogDIk6JGIU/QkFSN5U/QkV7jUL42evRfLqOip6Hk+6AkoizP0' \
b'BNkiesRTjh52XEdPKGyMHrYzyNwVPeJrJ3qitwJ6DrYzKCYzT/I6evIcShYM73P0sJ1BfoPx4lPQw3YGMThBTzltRmJR9Ex2Bt2CnUG3ZmfQnWxnoImboUdqeg097G2OntzOoEvsDLrJzkAjTtGTVIzuBT3JFS71S6Nn7+UtKnoqep4Pevqmm9sZsFs32Rmo' \
b'pxw97LiOnr6wMXrYziBzV/SIr53oiTcV0HOwnUExmXmS19GT51CyYHifo4ftDPIbjBefgh62M4jBCXrKaTMSi6JnsjPoFuwMujU7g+5kOwNN3Aw9UtNr6GFvc/TkdgZdYmfQTXYGGnGKnqRiJG+KnuQKl/ql0bP30hIVPRU9zwY9KHlzO4Ogm6JHPWXoEcdV' \
b'9IS2sBF6AtsZZO6CHvW1Cz3TTdvoCQfbGRSTmSd5FT2zHEoWDO8z9AS2M8hvMF58MnoC2xnE4Bg9C2kzEougJ0x2BmHBziCs2RmEk+0MNHE5erSmV9Aj3mboCbmdQUjsDMJkZ6ARJ+hJK0byJuhJr3CpXxo9ey/rUNFzBHrONZG1IuiREOSbMLc3YLcw2Ruo' \
b'pxxB7LiOIF/YGEFsbpC5K4LE104ExZsKCDrY3KCYzDzJ6wjKcyhZMLzPEcTmBvkNZjpUCrHFQRqogKicQiNxKYgmo4OwYHQQ1owOwslGBzFPOYikvtdAxN7mIMqNDkJidBAmowONOAVRUpKSNwVRcoUL/tIg2nuBhQqiCqLnB6KAa3rMQBRkiyASTzmI2HEd' \
b'RKGwMYj4DVDmriASXztBFL0VQHTwG6BiMvMkr4Moz6FkwfA+BxG/AcpvMD4eKoj4JVAaqIConEIjcSmIpvdAYeE9UFh7DxROfg8U85SDSOp7DUTsbQ6i/D1QSN4Dhek9kEacgigpSd0LiJIrXPAXBpGrSx1UEN0xiPomzN8HsVuY3geppxxE7LgOor6wMYj4' \
b'fVDmriASXztBFG8qgOjg90HFZOZJXgdRnkPJguF9DiJ+H5TfYHw8VBDxK6E0UAFROYVG4lIQTW+FwsJbobD2Viic/FYo5ikHkdT3GojY2xxE+VuhkLwVCtNbIY04BVFSkpI3BVFyhQv+0iC61MIH7l5Z9FxeDLU3wiE4h3KwUA4HMsmgPM6YZGSLTBJPOZOM' \
b'KL9VKrFkTL8pfCKTITK10VWuKZ3E5y46oSYQfwU8mYPxZFa2PfA0zzMhygiizBaiDC8kx4Uz3YMLyaUf1W3lq7pJqMyorFiTdBpNL0MK5TBSylCZb1PKrFHKnEIpitO5mMIZqaTuV0hF+UBBm7NK8qSsMhOrWvnAbpuUTgordbUkzhCEYMsk2ErkdmS5Umyt' \
b'4WofToFie8B+AyiEBySu8AoVwAMglrh1Hasm5OukPjd0PeYKqfVR6kyPUiMuzzvD1ihbxJZ4yrHFjuuPUmNhY2CN/CiVuiusxJfAKvBSqGEsPFDFWwvEGg8mVimxecLXH6jyfEpGDO9zWo38QJXdYHw81AeqkR+okkDlgaqcQmOmxMozVUKrceGZalyj1Xjy' \
b'M5VmKyeVVPzaMxV7m3NqzJ+pxuSZapyeqSTiFFNJYUreFE7JFd5f+pnqOpZVqGyqbHpaNuGK8XPbu143ZZN6ytgkjqts6tvCRmzq2fYucxc2qS9hEx5DEdBuxqbp1m029Qdb4BUTmyd8lU2zfEpGDO8zNvVsgZffYHw8FDb1bISXBspsWkihMVNimU39ZIrX' \
b'L5ji9WumeP3JpngxWxmbtOJX2CTeZmzqc1O8PjHF6ydTPI04YVNamJI3YVN6hcv+0my6jmUXKpsqm56YTRZlbsYmK1tkk3jK2cSO62wqbcwmy2xK3ZVN4kvZZJlNtsCmeGuBTfZgNi2kN0n4OpvyfEpGDO9zNllmU3aD8fFQ2WSZTUmgwqZyCo2ZEitsshOb' \
b'7AKb7Bqb7Mls0mzlbJKKX2MTe5uzyeZssgmb7MQmiThlU1KYkjdlU3KFy/7SbLqOdRnqt4/O/+2jSqkjKeVR4maU8rJFSomnnFLsuE4pX9iYUmw6nrkrpcSXUsozpfxEKbrZ0A6VSQygwKqDzciLSc6Tv86qPLeSHU7wjFVsRp7fYKZDZRWbkaeBCqvKKTRm' \
b'Sqywik8VVwvG5P2aMXl/sjF5zFmOK5GANVxJLma4yo3J+8SYvJ+MyTXiFFdJeUreFFfJFS7+S+PqOtZyqLiquLoaXHUN6ZEMV51sEVfiKccVO67jqitsjKuOcZW6K67El+KqY1wl9hN0s6EdKpMYQAFX3cG4KiU5T/46rvLcSnY4wTNcdYyr7Abj46HiqmNc' \
b'JYEKrsopNGZKrOCKTxVX3QKuujVcdSfjSnOW40okYA1XkosZrrocV12Cq27ClUSc4iopT8mb4iq5wsV/aVxdx/oPFVcVV1eDqwGlbIarQbaIK/GU44od13E1FDbG1cC4St0VV+JLcTUwroYEVwPjamBcxQAKuBoOxtXatg+u8txKdjjBM1wNjKvsBuPjoeJq' \
b'YFwlgQquyik0Zkqs4IpPFVfDAq6GNVwNJ+NKc5bjSiRgDVeSixmuhhxXmnAON+JKIk5xlZSn5E1xlVzh4r80rq5jzYiKq4qrq8HViCI2w9UoW8SVeMpxxY7ruBoLG+OKTf0yd8WV+FJcsalfn5j60c2GdjYNoICrgw3+iknOk7+Oqzy3kh1O8AxXbPCX32B8' \
b'PFRcscFfGqjgqpxCY6bECq74VHG1YPPXr9n89Sfb/MWc5bgSCVjDleRihqvc5q9PbP76yeZPI05xlZSn5E1xlVzh/aVxVVeWOAeiOsZSxJEX9FzrBKnnihoUkvlkKHYbpslQ6ilDjTiuoqakh6cYUEIGng4VHYdpKpT62jUVarppGzPDwTOh0lQUtz0wU3az' \
b'khUJJcPNwLOh6IJJXjZtyGrPF5NhNDkMElK0TBHKdYEiw9o8p+HgeU4JQDRdOUC0PlcAIt5mAKGMTAAZkslNmFwliMacECSVMMmXECS9MnIMc4IIIUT7o9b317GMQ31IqQ8pV0MO2wxzuzp2Gya7OvWUk4MdV8kxlDYmBtvVZe5KDPElxBjYrm5I7OroZkM7' \
b'VAAxgAI9DrauKyY5T/4qPWa5lexwgmfUYOu6/Abj46FAZGDrujRQfkhZSKExU2KFLXyqeFkwsBvWDOyGkw3sYs5yxogErDFGcjFjTG5gNyQGdsNkYKcRp4hJylPypohJrnDxX/ghxV9qsYf6kFIfUi6AGmhSbo4aJ1tEjXjKUcOOxz2kxBgIOY6R4xJ3RY74' \
b'2vmQEm8qYMYdjBm3sp3ykOIEN24LN45x45YeUgrJMBKQgsRNFHELFHFrFHGnPKRIumYAkfpcA4hkYAYQlwPELTykSMwpQRIJk3wpQZIrI8ewx0PKdSyVULV+1fpn0frQbZ/bmLHbMNmYqadc67PjcVo/xkBan23NouMw2Zqpr51aP95U0PoH25elqShup2h9' \
b'sTMbtuzMBrYzG7olrV9IhpGAVOtP5mPDgvnYsGY+NhxsPpZqfUnXTOtLfa5pffY21/q55diQWI5lWl9iTrV+ImGSL9X6yZWRY9hD61/HIgS3rvWf+6puz40OKCh+Rgd2Q2ehg3rK6CCOq3SIoaUbUYFimLkLFdTXLipMN21TAV0Po0IxmXmSV6kwy6FkwfA+' \
b'owG6hPkNRvZCBjzu2yk4HmxaSJuRWAQVeCyooKIooIIKbhcqOLxThpk0cTkvtKZXeCHeZryg3Ey8oOCFF5QhxoVGnOAirRjJm+AivcKlfulhJlpjALjQQEgNJJUg1CqH/BaKTEIjnwDJJEzyOZbMTjKZJ111dDgeUeYJMAXXsYofCVctlEg7Yj1jRUNNQ5lY' \
b'KJMcY30BZSAMICuMtHDji5WGM+ENFRuqMEjwBlUjQgINbORd/TAk2NugaGGDoE3Zt0EhFCcG4JBAkFyNflUgstCFJR62zeIjE6U18A8ld4Mi7dnsGYLtprT5yfZZU7a2yKn42yalP9jgWYJCEGLG3JglbErhPk9Rplu4YCVbhvcZPD3bQOeRgQj4xADaswG0' \
b'XhV4ooxCgaDMlxJsJDaBqJ/sn/2C/bNP7Z/xhRgmEa2paEVryuEwx2vbR8R6tY52lHEjrEV9djhwW/p2lYu5yamrYrNCXcrQtgmazy2mY4Zmj2kadTt7VkvKWHMt8E2vcK1F+PYPcAoExuuW/jv67+l/R//Jjx/wf09Xx0D/yR1xTDvLO8c7uh8xjLuA4RCE' \
b'O9AWOxAcyZsw9zDgMmcZsgzWJaSmMF0lKQH0OEr2Mzq68pAdEU1ppiQrUexYgh1Drzm5ZsRaI1WRUimhSnSaUYlIpBQK6UNVOIA4GWgKiDkbXyaoRKIoRdb5USDHgdhQWJzKhU27vQr2Rj8RtDWsRko9anRV50VdfooiP0mLzxX4XHWvKu2Sxk7VdVFXb2tp' \
b'Us5RM5NCVm2MCjLsVpDdZXVkd6Ca1EcNWhn90bWlL2hMeydaM9WYs748lEXenwc/UGkWysVCzdlhyLSqHQdaVd1BWTgoCwdtiDVtn/bz4deC1j2so0/d7NtQvZjS09Vv0l+3Zq/hrLOrYZ98fk1VMcrQnaljbA6ZJqZySbUx+QjT8yA/+GIy8AlZWkiurqdn' \
b'YMwiSYDORty09KwwzaHHkx562NBeH7AAqf/b71bv4Yq7wJNux3Gj7kZ6w+4RxnQeW7/7I3vEz1Y3n1UvU1M3e76Avs4uMnYBduhlf/26eTytlzzsVqP9TajRcCMq9Ja6xlVtPpbatJylW1WZt9qNPUlNjnuOtrbXrCavZdz1lLeH16gqjx13PVBdZqqSeyb3' \
b'oS5Pfzn3eOqSBjueq8q0tBjRkWoTn9fdA6QDH9ch4P0UqD2rAt1hB3KcDqV0n0uHLpickx61T9TlHJ5/t/Na9Kh/Al1KJfFIutTv1Ke2NJp60S4oCtfT69RTuqEgC4/80j88WjfUp1r0EXuhXXvEA3v3THqil9aej6k5/W7teRHNGfLxzov2Qq0VG6/DtCYK' \
b'wvPriZ6kNe31mEr5ozuel35wb+sY502py+t6ZX8ND+xY73WMc3816a5HTR5tLXVxNXkPVlJVTT5vNemqmjxATfrmzTWoyFs3ur9VpTicyeg+UYyk0m5ZL96Rsf2z0IOWvokkuvBkY/vmX+MDsJ1e83RVOZbGJMEtoFFqd0eKMu09osi1pynJ2+893qiWpBnW' \
b'lGzWWfepMtOuo5TGCX3IUNVkSU1CeLgsBST2dtRlYfmBc6jMgLbJ44GqM51ylE81qmr06dUoJpTWptjg4hu3qU7D42jUDeYPbxsOU6yObMPixKF0uhCq2f5SatY/gqY9ejGZPbUtpPUimtaMj9c5pYVeagd1p2ZFW7KnUa+9vbiOJXXQXk7DWgr0sTutuFDT' \
b'efTswRp2q+s6XEqndjfWe011aQg30HOtuvSGdOllx0UzFYpScXMd1WtWoeOlVGi4ZRXaVxVaVeizUaG2qtAzqlAoqwup0P6WVehQVWhVoc9GhbqqQs+pQtv6Duqe7ZhOM+68eh15B+rxJF1o6RsYN/4i/th56Qa/e9DSxwwgtqoGC6/iu+l1/NWrxIWvAJz1' \
b'NXxVkbenIlE6NtjoT1WWl+84Pvqr9mN7je761OU+3295ZI057Og8uifWluFC6yivGMLj2smju06NSR/TSX7n1pYUZqoxyeGcCrOQg0VlyddTXanfGymrSU79tajK4jdEzq8p97OKt9iSubiXu5trX+MawgMRdJ/PcYHwPiDsqOt6hTORqi6uuvhEXQzRpr+z' \
b'62I8y3SxP3PntZCDZV1M1w/QxZT6qouLuthqcT+BLu6aN9OneFn7OtW7+3x4dyRde74xgsM/lfs4A6Tlz9na5vCPnF9CT+7zZM/tMirCqAOzr83OtN4hnyJnhYea4pIP6Md/Q/zxhy1z5ZUprmM+C34xBbX3Q3WoyuNOlMcm+3L17SiPlr5WXJXHlSmP5l9D' \
b'/wCKnbogfdUiVYtcqxbBirl0D4TirDpkXYfoQ0/6QDNUbVK1ydVqk/HyzzMUZ9Umx2mT8cLaZI9x6MdRKMePPp+mWMITK5edo8lnVDBc2tPvPMqFQsoHhduTFUwhqcvKha4fMg7cXkDLZOO7T6NqpOAuP6IL5VA7QLUDdJkOUIsttw7oPpMeUCAt0pIWaasW' \
b'qVrk/FpEpsXU90JnVCNYpvq7BjXSjQ8IC5Bw7MGglD+glgNJx94KaRdbtUvVLo+gXbCFVO1yXu0C7vq7Ee3izqJdzjr15XkpmEuaAKZKxpDhKhpMXYHCIf/3Y+rCxXMBpUMRnevpiAJbUjySpUnxWFSuWOK7VRA0sAfUwSC8D7wsuXsAJUa6x1fd8zx1z9Pr' \
b'G7zzjvRNuFAnh827z6VvqACX9A1nac+Ozi4tcwar3UeY33sbiuYaFi+4amVDTk8y2/aGH6soSdexwMCJVr39wVa9l1o/4Pr1yzUtkPLEOoYE/1qn9d+mouEivbLlTE7VNntZ/z7RgiXXr3CubVWmCyodViG3tqDIjWoeLmvz/NTPLnPhK1gyqWqgq9JALEu3' \
b'v6zRbWqh613T7VQtVDAzvr7l265p/crbW6/yvHqJ2vozXnft2pekpKzc6gqUJ2qrIbMwvuL1JqvCenqFxbpBO1PPfLXIa9daj7mmzvWrrbaqraq29lZbtqqtqrauQW3Z5g024pkisF1PQrsgUrb3dLODmz1OKwXpwjWgcAyDf3TZzy8PMhV0oMtd88aiBcJg' \
b'v8Qj1JBwHxy/2IAypUWl0N8Gkgj6q0NPoDUCuTl0Qw2GiqYhVdCAdEHkEAFIH4gClD2IORQq1g+9RO1xMUPUKvgFFGjBMXK4DsJEq9RBo0N5wKaKrYomV+L0OKjRFvy3A6YB9DboKdRNg9yJC2JD2x/whyFT4W78WVMJVNj3j2LvMPZ+3/hB8kARYPNZT0mH' \
b'a1V2i38tBjQOtGLk7BolLOxOGBQ7SBt+6TLgl4Z2pLPltOI3gefpjcuf45dz0LzFz/IQmu2/lsxouuw394NLYIbsCt5laYZEx1/XgXZBVyiz/ZNnFnDU4TehIdPQGzjbH31UveUmOpyeyXE8PJ+h3ZFX6Pbs/Yfrmy794TqhyTnldyzm1yLt8z7cUgkYKgQn' \
b'5QAqcrEorBRHz0Wy1TsL9PoEyYOMpCJzOGe351WPaRo3rr6JcmrIkAQ7DwhVes2Fckv29zzdsh12FLcfpYfUcdGTvM+KH6jDVQBdXdCMzmh1oELd3qhzWfgVPZt4bfKy6Dn3uRRPEt+al5XbduetkNJCtIaEC1yvrzXRU8NTbVwsbbnRYTe9wZUeqPWB3EO3' \
b'+Lg2CF2QfZshPuEtNkVz5uZoHqtJ2qawpc+H4jjyU1/R++qGz3prnuyCa3dgXOnNWKzH3kwbS52tqv5guXLNvW4sM+4aFbhvnm7jYvFnb0pDeJzWNFxbixqaM284Cnctoey1sQiVn2mrNt4lO/h4c58by8wZhhuKgnGqRsZB7LNt9oh7uHjKAxS1Se1oUvjM' \
b'cacby0x5vAdk5vRW1Z+jZflme8OXW8UL+274cuqwe7iwFgaL4hPrIY+rwTchNCDo/YWanMmbHY7u72x6bmp+/cBNkNY57h+rKfbN9oaP53KEbwNLXm5j6/A3nBgMv0QpDypVNb9LtvCt7n1uLDMLI27XoubRnOLpNy6q8wwT3aJ6f5Smh1w8eWNTlOl3lkDn' \
b'EZRPyr7OkgiWt/IQk8jb+VV4KkfdeVXy/jJhm+KGtg1L18QHZHW3j3Nte8bEdXj+8bBnj2Q0nLvTjWVmcQDsbEhGWTgNy755pA3tAQ+5gYusPP5Tm9muZjY297qxzCwOip21mZEsnNLU0Gr40Ta0vD3kBi65xaGh2tqWWhvcfK8by8yiOdX5W5s9scWhSf5j' \
b'bmjmfsgNbA1bB3cObnQ4seJON5aZ4wd3TnxwxKrdVa1LD4ZTG3TNcRvORTnoBpxIQvNAQuliX76Li7faDR3eJIfmXjeWmcVBncdukml1n948x+ZiWzrD68B7uchvaAzm0LHax26uOB3x+jacE5ichEeNjWXo8DEZ8ygtN635Y1rwck275qAN54Eeek9x00ma' \
b'B9wBZQi7ZPYlnHI1nWcciF/RXGWDd5do9F1z+sZJDWcI6YgNJ/ueKSyWq8PHim6t+Q/NbW5cP+cZkaqvZkUacNmBM22U0H48W3jHbTjj/+RQWNQOH8h6fFWwFw4OVQnYAp50Q/k97EK+8fzs84ybVdWgUhGauuUby9niWFuVs6PkrG/qlm8sZzsHHZ+nVRAu' \
b'ePQcNq7AOzTrwrWqnsPGFXhD44nXMuyPK5UtbDwTc/rt8Hrothi0nMyvnyUZqzezENVZjocLUd/c68YyU63cDpeZobnXjWWmTv08XGbG5l43lplq33ewzODyq3e6sczU5dIOl5m2udeNF6+sJo2Hy4xt7nVjmTnPMOt9yYxr7nVjmcEFkBPR2KpJqr3lmoPS' \
b'phXP0BXu0oXQZ+fbC5e7fNHygUnZuTw1vMTVdppwcB1tXWhZZUyhpgplidZcGJpt94FkBGSA49panjlQqLDn613zpmvxQseGDtBG1EF89OiAAkmOkA155d5BJzFtV9BE0EeALASIJIBLwOWBuUsJcl/0DUnJf7x4sNnyjU2B7oAMz35W3swGXJ4fV2r3I60P' \
b'gmsqsNKARGXLUAc44lxApHCOebPSkYEA4bijqeeMqdBNLhDely//P44Hrc0='
_UPARTIAL = '\u2202' # \partial
_USUM = '\u2211' # \sum
_UINTG = '\u222b' # \int
_UUNION = '\u222a' # ||
_USYMDIFF = '\u2296' # ^^
_UXSECT = '\u2229' # &&
_UOR = '\u2228' # or
_UAND = '\u2227' # and
_UNOT = '\u00ac' # not
_LTR = fr'[a-zA-Z]'
_LTRD = fr'[a-zA-Z0-9]'
_LTRU = fr'(?:[a-zA-Z_]|\\_)'
_VARTEX = '(?:' + '|'.join (sorted ((x.replace ('\\', '\\\\').replace ('+', '\\+').replace ('*', '\\*').replace ('^', '\\^') for x in AST.Var.TEX2PY), reverse = True)) + ')'
_VARTEX1 = fr'(?:(\d)|({_LTR})|(\\partial|\\infty))'
_VARPY = fr'(?:{_LTR}(?:\w|\\_)*(?<!_))'
_VARUNI = fr'(?:{"|".join (AST.Var.UNI2PY)})'
_VAR = fr'(?:{_VARTEX}(?!{_LTR})|{_VARPY}|{_VARUNI})'
_STRS = r"'(?:\\.|[^'])*'"
_STRD = r'"(?:\\.|[^"])*"'
_FUNCPY = f"(?:{'|'.join (sorted (AST.Func.PY, reverse = True))})"
_FUNCTEX = f"(?:{'|'.join (sorted (AST.Func.TEX, reverse = True))})"
TOKENS = OrderedDict ([ # order matters due to Python regex non-greedy or operator '|'
('UFUNC', fr'\?'),
('UFUNCPY', r'Function(?!\w|\\_)'),
('SYM', fr'\$|\\\$'),
('SYMPY', r'Symbol(?!\w|\\_)'),
('FUNC', fr'(@|\%|\\\%|{_FUNCPY}(?!\w|\\_))|\\({_FUNCTEX})(?!{_LTRU})|\\operatorname\s*{{\s*({_LTR}(?:(?:\w|\\_)*{_LTRD})?)(?:_{{(\d+)}})?\s*}}'), # AST.Func.NOREMAP, AST.Func.NOEVAL HERE!
('LIM', fr'(?:\\lim)_'),
('SUM', fr'(?:\\sum(?:\s*\\limits)?|{_USUM})_'),
('INTG', fr'\\int(?:\s*\\limits)?(?!{_LTR})|{_UINTG}'),
('L_DOT', r'\\left\s*\.'),
('L_PARENL', r'\\left\s*\('),
('R_PARENR', r'\\right\s*\)'),
('L_BRACKL', r'\\left\s*\['),
('R_BRACKR', r'\\right\s*\]'),
('L_BAR', r'\\left\s*\|'),
('R_BAR', r'\\right\s*\|'),
('L_SLASHCURLYL', r'\\left\s*\\{'),
('R_SLASHCURLYR', r'\\right\s*\\}'),
('CDOT', fr'\\cdot(?!{_LTRU})'),
('TO', fr'\\to(?!{_LTRU})'),
('UNION', fr'\\cup(?!{_LTRU})|\|\||{_UUNION}'),
('SDIFF', fr'\\ominus(?!{_LTRU})|\^\^|{_USYMDIFF}'),
('XSECT', fr'\\cap(?!{_LTRU})|&&|{_UXSECT}'),
('MAPSTO', fr'\\mapsto(?!{_LTRU})'),
('EMPTYSET', fr'\\emptyset(?!{_LTRU})'),
('SETMINUS', fr'\\setminus(?!{_LTRU})'),
('SUBSTACK', fr'\\substack(?!{_LTRU})'),
('BEG_MAT', r'\\begin\s*{\s*matrix\s*}'),
('END_MAT', r'\\end\s*{\s*matrix\s*}'),
('BEG_BMAT', r'\\begin\s*{\s*bmatrix\s*}'),
('END_BMAT', r'\\end\s*{\s*bmatrix\s*}'),
('BEG_VMAT', r'\\begin\s*{\s*vmatrix\s*}'),
('END_VMAT', r'\\end\s*{\s*vmatrix\s*}'),
('BEG_PMAT', r'\\begin\s*{\s*pmatrix\s*}'),
('END_PMAT', r'\\end\s*{\s*pmatrix\s*}'),
('BEG_CASES', r'\\begin\s*{\s*cases\s*}'),
('END_CASES', r'\\end\s*{\s*cases\s*}'),
('FRAC2', fr'\\frac\s*{_VARTEX1}\s*{_VARTEX1}'),
('FRAC1', fr'\\frac\s*{_VARTEX1}'),
('FRAC', fr'\\frac(?!{_LTRU})'),
('BINOM2', fr'\\binom\s*{_VARTEX1}\s*{_VARTEX1}'),
('BINOM1', fr'\\binom\s*{_VARTEX1}'),
('BINOM', fr'\\binom(?!{_LTRU})'),
('CMP', fr'==|!=|<=|<|>=|>|(?:in|not\s+in)(?!{_LTRU})|(?:\\ne(?!g)q?|\\le|\\lt|\\ge|\\gt|\\in(?!fty)|\\notin)(?!{_LTRU})|{"|".join (AST.Cmp.UNI2PY)}'),
('IF', r'if(?!\w|\\_)'),
('ELSE', r'else(?!\w|\\_)'),
('OR', fr'or(?!\w|\\_)|\\vee(?!{_LTRU})|{_UOR}'),
('AND', fr'and(?!\w|\\_)|\\wedge(?!{_LTRU})|{_UAND}'),
('NOT', fr'not(?!\w|\\_)|\\neg(?!{_LTRU})|{_UNOT}'),
('SQRT', fr'sqrt(?!\w|\\_)|\\sqrt(?!{_LTRU})'),
('LOG', fr'log(?!\w|\\_)|\\log(?!{_LTR})'),
('LN', fr'ln(?!\w|\\_)|\\ln(?!{_LTRU})'),
('NUM', r'(?:(\d*\.\d+)|(\d+\.?))((?:[eE]|{[eE]})(?:[+-]?\d+|{[+-]?\d+}))?'),
('VAR', fr"(?:(?:(\\partial\s?|partial|{_UPARTIAL})|(d))({_VAR})|({_VAR}))(?:_{{(\d+)}})?"),
('ATTR', fr'(?<!\s)\.(?:({_LTRU}(?:\w|\\_)*)|\\operatorname\s*{{\s*({_LTR}(?:\w|\\_)*)\s*}})'),
('STR', fr"((?<![.'|!)}}\]\w]){_STRS}|{_STRD})|\\text\s*{{\s*({_STRS}|{_STRD})\s*}}"),
('WSUB1', fr'(?<=\w)_{_VARTEX1}'),
('WSUB', r'(?<=\w)_'),
('SUB', r'_'),
('SLASHSUB', r'\\_'),
('SLASHDOT', r'\\\.'),
('COLON', r'{:}|:'),
('SCOLON', r';'),