summaryrefslogtreecommitdiff
path: root/Python/peephole.c
blob: 68e36f73318df372301636228fafe333440939b7 (plain)
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
/* Peephole optimizations for bytecode compiler. */

#include "Python.h"

#include "Python-ast.h"
#include "node.h"
#include "ast.h"
#include "code.h"
#include "symtable.h"
#include "opcode.h"
#include "wordcode_helpers.h"

#define UNCONDITIONAL_JUMP(op)  (op==JUMP_ABSOLUTE || op==JUMP_FORWARD)
#define CONDITIONAL_JUMP(op) (op==POP_JUMP_IF_FALSE || op==POP_JUMP_IF_TRUE \
    || op==JUMP_IF_FALSE_OR_POP || op==JUMP_IF_TRUE_OR_POP)
#define ABSOLUTE_JUMP(op) (op==JUMP_ABSOLUTE || op==CONTINUE_LOOP \
    || op==POP_JUMP_IF_FALSE || op==POP_JUMP_IF_TRUE \
    || op==JUMP_IF_FALSE_OR_POP || op==JUMP_IF_TRUE_OR_POP)
#define JUMPS_ON_TRUE(op) (op==POP_JUMP_IF_TRUE || op==JUMP_IF_TRUE_OR_POP)
#define GETJUMPTGT(arr, i) (get_arg(arr, i) / sizeof(_Py_CODEUNIT) + \
        (ABSOLUTE_JUMP(_Py_OPCODE(arr[i])) ? 0 : i+1))
#define ISBASICBLOCK(blocks, start, end) \
    (blocks[start]==blocks[end])


#define CONST_STACK_CREATE() { \
    const_stack_size = 256; \
    const_stack = PyMem_New(PyObject *, const_stack_size); \
    if (!const_stack) { \
        PyErr_NoMemory(); \
        goto exitError; \
    } \
    }

#define CONST_STACK_DELETE() do { \
    if (const_stack) \
        PyMem_Free(const_stack); \
    } while(0)

#define CONST_STACK_LEN() ((unsigned)(const_stack_top + 1))

#define CONST_STACK_PUSH_OP(i) do { \
    PyObject *_x; \
    assert(_Py_OPCODE(codestr[i]) == LOAD_CONST); \
    assert(PyList_GET_SIZE(consts) > (Py_ssize_t)get_arg(codestr, i)); \
    _x = PyList_GET_ITEM(consts, get_arg(codestr, i)); \
    if (++const_stack_top >= const_stack_size) { \
        const_stack_size *= 2; \
        PyMem_Resize(const_stack, PyObject *, const_stack_size); \
        if (!const_stack) { \
            PyErr_NoMemory(); \
            goto exitError; \
        } \
    } \
    const_stack[const_stack_top] = _x; \
    in_consts = 1; \
    } while(0)

#define CONST_STACK_RESET() do { \
    const_stack_top = -1; \
    } while(0)

#define CONST_STACK_LASTN(i) \
    &const_stack[CONST_STACK_LEN() - i]

#define CONST_STACK_POP(i) do { \
    assert(CONST_STACK_LEN() >= i); \
    const_stack_top -= i; \
    } while(0)

/* Scans back N consecutive LOAD_CONST instructions, skipping NOPs,
   returns index of the Nth last's LOAD_CONST's EXTENDED_ARG prefix.
   Callers are responsible to check CONST_STACK_LEN beforehand.
*/
static Py_ssize_t
lastn_const_start(const _Py_CODEUNIT *codestr, Py_ssize_t i, Py_ssize_t n)
{
    assert(n > 0);
    for (;;) {
        i--;
        assert(i >= 0);
        if (_Py_OPCODE(codestr[i]) == LOAD_CONST) {
            if (!--n) {
                while (i > 0 && _Py_OPCODE(codestr[i-1]) == EXTENDED_ARG) {
                    i--;
                }
                return i;
            }
        }
        else {
            assert(_Py_OPCODE(codestr[i]) == NOP ||
                   _Py_OPCODE(codestr[i]) == EXTENDED_ARG);
        }
    }
}

/* Scans through EXTENDED ARGs, seeking the index of the effective opcode */
static Py_ssize_t
find_op(const _Py_CODEUNIT *codestr, Py_ssize_t i)
{
    while (_Py_OPCODE(codestr[i]) == EXTENDED_ARG) {
        i++;
    }
    return i;
}

/* Given the index of the effective opcode,
   scan back to construct the oparg with EXTENDED_ARG */
static unsigned int
get_arg(const _Py_CODEUNIT *codestr, Py_ssize_t i)
{
    _Py_CODEUNIT word;
    unsigned int oparg = _Py_OPARG(codestr[i]);
    if (i >= 1 && _Py_OPCODE(word = codestr[i-1]) == EXTENDED_ARG) {
        oparg |= _Py_OPARG(word) << 8;
        if (i >= 2 && _Py_OPCODE(word = codestr[i-2]) == EXTENDED_ARG) {
            oparg |= _Py_OPARG(word) << 16;
            if (i >= 3 && _Py_OPCODE(word = codestr[i-3]) == EXTENDED_ARG) {
                oparg |= _Py_OPARG(word) << 24;
            }
        }
    }
    return oparg;
}

/* Fill the region with NOPs. */
static void
fill_nops(_Py_CODEUNIT *codestr, Py_ssize_t start, Py_ssize_t end)
{
    memset(codestr + start, NOP, (end - start) * sizeof(_Py_CODEUNIT));
}

/* Given the index of the effective opcode,
   attempt to replace the argument, taking into account EXTENDED_ARG.
   Returns -1 on failure, or the new op index on success */
static Py_ssize_t
set_arg(_Py_CODEUNIT *codestr, Py_ssize_t i, unsigned int oparg)
{
    unsigned int curarg = get_arg(codestr, i);
    int curilen, newilen;
    if (curarg == oparg)
        return i;
    curilen = instrsize(curarg);
    newilen = instrsize(oparg);
    if (curilen < newilen) {
        return -1;
    }

    write_op_arg(codestr + i + 1 - curilen, _Py_OPCODE(codestr[i]), oparg, newilen);
    fill_nops(codestr, i + 1 - curilen + newilen, i + 1);
    return i-curilen+newilen;
}

/* Attempt to write op/arg at end of specified region of memory.
   Preceding memory in the region is overwritten with NOPs.
   Returns -1 on failure, op index on success */
static Py_ssize_t
copy_op_arg(_Py_CODEUNIT *codestr, Py_ssize_t i, unsigned char op,
            unsigned int oparg, Py_ssize_t maxi)
{
    int ilen = instrsize(oparg);
    if (i + ilen > maxi) {
        return -1;
    }
    write_op_arg(codestr + maxi - ilen, op, oparg, ilen);
    fill_nops(codestr, i, maxi - ilen);
    return maxi - 1;
}

/* Replace LOAD_CONST c1, LOAD_CONST c2 ... LOAD_CONST cn, BUILD_TUPLE n
   with    LOAD_CONST (c1, c2, ... cn).
   The consts table must still be in list form so that the
   new constant (c1, c2, ... cn) can be appended.
   Called with codestr pointing to the first LOAD_CONST.
   Bails out with no change if one or more of the LOAD_CONSTs is missing.
   Also works for BUILD_LIST and BUILT_SET when followed by an "in" or "not in"
   test; for BUILD_SET it assembles a frozenset rather than a tuple.
*/
static Py_ssize_t
fold_tuple_on_constants(_Py_CODEUNIT *codestr, Py_ssize_t c_start,
                        Py_ssize_t opcode_end, unsigned char opcode,
                        PyObject *consts, PyObject **objs, int n)
{
    PyObject *newconst, *constant;
    Py_ssize_t i, len_consts;

    /* Pre-conditions */
    assert(PyList_CheckExact(consts));

    /* Buildup new tuple of constants */
    newconst = PyTuple_New(n);
    if (newconst == NULL) {
        return -1;
    }
    for (i=0 ; i<n ; i++) {
        constant = objs[i];
        Py_INCREF(constant);
        PyTuple_SET_ITEM(newconst, i, constant);
    }

    /* If it's a BUILD_SET, use the PyTuple we just built to create a
       PyFrozenSet, and use that as the constant instead: */
    if (opcode == BUILD_SET) {
        Py_SETREF(newconst, PyFrozenSet_New(newconst));
        if (newconst == NULL) {
            return -1;
        }
    }

    /* Append folded constant onto consts */
    len_consts = PyList_GET_SIZE(consts);
    if (PyList_Append(consts, newconst)) {
        Py_DECREF(newconst);
        return -1;
    }
    Py_DECREF(newconst);

    return copy_op_arg(codestr, c_start, LOAD_CONST, len_consts, opcode_end);
}

/* Replace LOAD_CONST c1, LOAD_CONST c2, BINOP
   with    LOAD_CONST binop(c1,c2)
   The consts table must still be in list form so that the
   new constant can be appended.
   Called with codestr pointing to the BINOP.
   Abandons the transformation if the folding fails (i.e.  1+'a').
   If the new constant is a sequence, only folds when the size
   is below a threshold value.  That keeps pyc files from
   becoming large in the presence of code like:  (None,)*1000.
*/
static Py_ssize_t
fold_binops_on_constants(_Py_CODEUNIT *codestr, Py_ssize_t c_start,
                         Py_ssize_t opcode_end, unsigned char opcode,
                         PyObject *consts, PyObject **objs)
{
    PyObject *newconst, *v, *w;
    Py_ssize_t len_consts, size;

    /* Pre-conditions */
    assert(PyList_CheckExact(consts));
    len_consts = PyList_GET_SIZE(consts);

    /* Create new constant */
    v = objs[0];
    w = objs[1];
    switch (opcode) {
        case BINARY_POWER:
            newconst = PyNumber_Power(v, w, Py_None);
            break;
        case BINARY_MULTIPLY:
            newconst = PyNumber_Multiply(v, w);
            break;
        case BINARY_TRUE_DIVIDE:
            newconst = PyNumber_TrueDivide(v, w);
            break;
        case BINARY_FLOOR_DIVIDE:
            newconst = PyNumber_FloorDivide(v, w);
            break;
        case BINARY_MODULO:
            newconst = PyNumber_Remainder(v, w);
            break;
        case BINARY_ADD:
            newconst = PyNumber_Add(v, w);
            break;
        case BINARY_SUBTRACT:
            newconst = PyNumber_Subtract(v, w);
            break;
        case BINARY_SUBSCR:
            newconst = PyObject_GetItem(v, w);
            break;
        case BINARY_LSHIFT:
            newconst = PyNumber_Lshift(v, w);
            break;
        case BINARY_RSHIFT:
            newconst = PyNumber_Rshift(v, w);
            break;
        case BINARY_AND:
            newconst = PyNumber_And(v, w);
            break;
        case BINARY_XOR:
            newconst = PyNumber_Xor(v, w);
            break;
        case BINARY_OR:
            newconst = PyNumber_Or(v, w);
            break;
        default:
            /* Called with an unknown opcode */
            PyErr_Format(PyExc_SystemError,
                 "unexpected binary operation %d on a constant",
                     opcode);
            return -1;
    }
    if (newconst == NULL) {
        if(!PyErr_ExceptionMatches(PyExc_KeyboardInterrupt)) {
            PyErr_Clear();
        }
        return -1;
    }
    size = PyObject_Size(newconst);
    if (size == -1) {
        if (PyErr_ExceptionMatches(PyExc_KeyboardInterrupt)) {
            return -1;
        }
        PyErr_Clear();
    } else if (size > 20) {
        Py_DECREF(newconst);
        return -1;
    }

    /* Append folded constant into consts table */
    if (PyList_Append(consts, newconst)) {
        Py_DECREF(newconst);
        return -1;
    }
    Py_DECREF(newconst);

    return copy_op_arg(codestr, c_start, LOAD_CONST, len_consts, opcode_end);
}

static Py_ssize_t
fold_unaryops_on_constants(_Py_CODEUNIT *codestr, Py_ssize_t c_start,
                           Py_ssize_t opcode_end, unsigned char opcode,
                           PyObject *consts, PyObject *v)
{
    PyObject *newconst;
    Py_ssize_t len_consts;

    /* Pre-conditions */
    assert(PyList_CheckExact(consts));
    len_consts = PyList_GET_SIZE(consts);

    /* Create new constant */
    switch (opcode) {
        case UNARY_NEGATIVE:
            newconst = PyNumber_Negative(v);
            break;
        case UNARY_INVERT:
            newconst = PyNumber_Invert(v);
            break;
        case UNARY_POSITIVE:
            newconst = PyNumber_Positive(v);
            break;
        default:
            /* Called with an unknown opcode */
            PyErr_Format(PyExc_SystemError,
                 "unexpected unary operation %d on a constant",
                     opcode);
            return -1;
    }
    if (newconst == NULL) {
        if(!PyErr_ExceptionMatches(PyExc_KeyboardInterrupt)) {
            PyErr_Clear();
        }
        return -1;
    }

    /* Append folded constant into consts table */
    if (PyList_Append(consts, newconst)) {
        Py_DECREF(newconst);
        PyErr_Clear();
        return -1;
    }
    Py_DECREF(newconst);

    return copy_op_arg(codestr, c_start, LOAD_CONST, len_consts, opcode_end);
}

static unsigned int *
markblocks(_Py_CODEUNIT *code, Py_ssize_t len)
{
    unsigned int *blocks = PyMem_New(unsigned int, len);
    int i, j, opcode, blockcnt = 0;

    if (blocks == NULL) {
        PyErr_NoMemory();
        return NULL;
    }
    memset(blocks, 0, len*sizeof(int));

    /* Mark labels in the first pass */
    for (i = 0; i < len; i++) {
        opcode = _Py_OPCODE(code[i]);
        switch (opcode) {
            case FOR_ITER:
            case JUMP_FORWARD:
            case JUMP_IF_FALSE_OR_POP:
            case JUMP_IF_TRUE_OR_POP:
            case POP_JUMP_IF_FALSE:
            case POP_JUMP_IF_TRUE:
            case JUMP_ABSOLUTE:
            case CONTINUE_LOOP:
            case SETUP_LOOP:
            case SETUP_EXCEPT:
            case SETUP_FINALLY:
            case SETUP_WITH:
            case SETUP_ASYNC_WITH:
                j = GETJUMPTGT(code, i);
                assert(j < len);
                blocks[j] = 1;
                break;
        }
    }
    /* Build block numbers in the second pass */
    for (i = 0; i < len; i++) {
        blockcnt += blocks[i];          /* increment blockcnt over labels */
        blocks[i] = blockcnt;
    }
    return blocks;
}

/* Perform basic peephole optimizations to components of a code object.
   The consts object should still be in list form to allow new constants
   to be appended.

   To keep the optimizer simple, it bails when the lineno table has complex
   encoding for gaps >= 255.

   Optimizations are restricted to simple transformations occurring within a
   single basic block.  All transformations keep the code size the same or
   smaller.  For those that reduce size, the gaps are initially filled with
   NOPs.  Later those NOPs are removed and the jump addresses retargeted in
   a single pass. */

PyObject *
PyCode_Optimize(PyObject *code, PyObject* consts, PyObject *names,
                PyObject *lnotab_obj)
{
    Py_ssize_t h, i, nexti, op_start, codelen, tgt;
    unsigned int j, nops;
    unsigned char opcode, nextop;
    _Py_CODEUNIT *codestr = NULL;
    unsigned char *lnotab;
    unsigned int cum_orig_offset, last_offset;
    Py_ssize_t tabsiz;
    PyObject **const_stack = NULL;
    Py_ssize_t const_stack_top = -1;
    Py_ssize_t const_stack_size = 0;
    int in_consts = 0;  /* whether we are in a LOAD_CONST sequence */
    unsigned int *blocks = NULL;

    /* Bail out if an exception is set */
    if (PyErr_Occurred())
        goto exitError;

    /* Bypass optimization when the lnotab table is too complex */
    assert(PyBytes_Check(lnotab_obj));
    lnotab = (unsigned char*)PyBytes_AS_STRING(lnotab_obj);
    tabsiz = PyBytes_GET_SIZE(lnotab_obj);
    assert(tabsiz == 0 || Py_REFCNT(lnotab_obj) == 1);
    if (memchr(lnotab, 255, tabsiz) != NULL) {
        /* 255 value are used for multibyte bytecode instructions */
        goto exitUnchanged;
    }
    /* Note: -128 and 127 special values for line number delta are ok,
       the peephole optimizer doesn't modify line numbers. */

    assert(PyBytes_Check(code));
    codelen = PyBytes_GET_SIZE(code);
    assert(codelen % sizeof(_Py_CODEUNIT) == 0);

    /* Make a modifiable copy of the code string */
    codestr = (_Py_CODEUNIT *)PyMem_Malloc(codelen);
    if (codestr == NULL) {
        PyErr_NoMemory();
        goto exitError;
    }
    memcpy(codestr, PyBytes_AS_STRING(code), codelen);
    codelen /= sizeof(_Py_CODEUNIT);

    blocks = markblocks(codestr, codelen);
    if (blocks == NULL)
        goto exitError;
    assert(PyList_Check(consts));

    CONST_STACK_CREATE();

    for (i=find_op(codestr, 0) ; i<codelen ; i=nexti) {
        opcode = codestr[i];
        op_start = i;
        while (op_start >= 1 && _Py_OPCODE(codestr[op_start-1]) == EXTENDED_ARG) {
            op_start--;
        }

        nexti = i + 1;
        while (nexti < codelen && _Py_OPCODE(codestr[nexti]) == EXTENDED_ARG)
            nexti++;
        nextop = nexti < codelen ? _Py_OPCODE(codestr[nexti]) : 0;

        if (!in_consts) {
            CONST_STACK_RESET();
        }
        in_consts = 0;

        switch (opcode) {
            /* Replace UNARY_NOT POP_JUMP_IF_FALSE
               with    POP_JUMP_IF_TRUE */
            case UNARY_NOT:
                if (nextop != POP_JUMP_IF_FALSE
                    || !ISBASICBLOCK(blocks, op_start, i + 1))
                    break;
                fill_nops(codestr, op_start, i + 1);
                codestr[nexti] = PACKOPARG(POP_JUMP_IF_TRUE, _Py_OPARG(codestr[nexti]));
                break;

                /* not a is b -->  a is not b
                   not a in b -->  a not in b
                   not a is not b -->  a is b
                   not a not in b -->  a in b
                */
            case COMPARE_OP:
                j = get_arg(codestr, i);
                if (j < 6 || j > 9 ||
                    nextop != UNARY_NOT ||
                    !ISBASICBLOCK(blocks, op_start, i + 1))
                    break;
                codestr[i] = PACKOPARG(opcode, j^1);
                fill_nops(codestr, i + 1, nexti + 1);
                break;

                /* Skip over LOAD_CONST trueconst
                   POP_JUMP_IF_FALSE xx.  This improves
                   "while 1" performance.  */
            case LOAD_CONST:
                CONST_STACK_PUSH_OP(i);
                if (nextop != POP_JUMP_IF_FALSE  ||
                    !ISBASICBLOCK(blocks, op_start, i + 1)  ||
                    !PyObject_IsTrue(PyList_GET_ITEM(consts, get_arg(codestr, i))))
                    break;
                fill_nops(codestr, op_start, nexti + 1);
                CONST_STACK_POP(1);
                break;

                /* Try to fold tuples of constants (includes a case for lists
                   and sets which are only used for "in" and "not in" tests).
                   Skip over BUILD_SEQN 1 UNPACK_SEQN 1.
                   Replace BUILD_SEQN 2 UNPACK_SEQN 2 with ROT2.
                   Replace BUILD_SEQN 3 UNPACK_SEQN 3 with ROT3 ROT2. */
            case BUILD_TUPLE:
            case BUILD_LIST:
            case BUILD_SET:
                j = get_arg(codestr, i);
                if (j > 0 && CONST_STACK_LEN() >= j) {
                    h = lastn_const_start(codestr, op_start, j);
                    if ((opcode == BUILD_TUPLE &&
                          ISBASICBLOCK(blocks, h, op_start)) ||
                         ((opcode == BUILD_LIST || opcode == BUILD_SET) &&
                          ((nextop==COMPARE_OP &&
                          (_Py_OPARG(codestr[nexti]) == PyCmp_IN ||
                           _Py_OPARG(codestr[nexti]) == PyCmp_NOT_IN)) ||
                          nextop == GET_ITER) && ISBASICBLOCK(blocks, h, i + 1))) {
                        h = fold_tuple_on_constants(codestr, h, i + 1, opcode,
                                                    consts, CONST_STACK_LASTN(j), j);
                        if (h >= 0) {
                            CONST_STACK_POP(j);
                            CONST_STACK_PUSH_OP(h);
                        }
                        break;
                    }
                }
                if (nextop != UNPACK_SEQUENCE  ||
                    !ISBASICBLOCK(blocks, op_start, i + 1) ||
                    j != get_arg(codestr, nexti) ||
                    opcode == BUILD_SET)
                    break;
                if (j < 2) {
                    fill_nops(codestr, op_start, nexti + 1);
                } else if (j == 2) {
                    codestr[op_start] = PACKOPARG(ROT_TWO, 0);
                    fill_nops(codestr, op_start + 1, nexti + 1);
                    CONST_STACK_RESET();
                } else if (j == 3) {
                    codestr[op_start] = PACKOPARG(ROT_THREE, 0);
                    codestr[op_start + 1] = PACKOPARG(ROT_TWO, 0);
                    fill_nops(codestr, op_start + 2, nexti + 1);
                    CONST_STACK_RESET();
                }
                break;

                /* Fold binary ops on constants.
                   LOAD_CONST c1 LOAD_CONST c2 BINOP --> LOAD_CONST binop(c1,c2) */
            case BINARY_POWER:
            case BINARY_MULTIPLY:
            case BINARY_TRUE_DIVIDE:
            case BINARY_FLOOR_DIVIDE:
            case BINARY_MODULO:
            case BINARY_ADD:
            case BINARY_SUBTRACT:
            case BINARY_SUBSCR:
            case BINARY_LSHIFT:
            case BINARY_RSHIFT:
            case BINARY_AND:
            case BINARY_XOR:
            case BINARY_OR:
                if (CONST_STACK_LEN() < 2)
                    break;
                h = lastn_const_start(codestr, op_start, 2);
                if (ISBASICBLOCK(blocks, h, op_start)) {
                    h = fold_binops_on_constants(codestr, h, i + 1, opcode,
                                                 consts, CONST_STACK_LASTN(2));
                    if (h >= 0) {
                        CONST_STACK_POP(2);
                        CONST_STACK_PUSH_OP(h);
                    }
                }
                break;

                /* Fold unary ops on constants.
                   LOAD_CONST c1  UNARY_OP --> LOAD_CONST unary_op(c) */
            case UNARY_NEGATIVE:
            case UNARY_INVERT:
            case UNARY_POSITIVE:
                if (CONST_STACK_LEN() < 1)
                    break;
                h = lastn_const_start(codestr, op_start, 1);
                if (ISBASICBLOCK(blocks, h, op_start)) {
                    h = fold_unaryops_on_constants(codestr, h, i + 1, opcode,
                                                   consts, *CONST_STACK_LASTN(1));
                    if (h >= 0) {
                        CONST_STACK_POP(1);
                        CONST_STACK_PUSH_OP(h);
                    }
                }
                break;

                /* Simplify conditional jump to conditional jump where the
                   result of the first test implies the success of a similar
                   test or the failure of the opposite test.
                   Arises in code like:
                   "if a and b:"
                   "if a or b:"
                   "a and b or c"
                   "(a and b) and c"
                   x:JUMP_IF_FALSE_OR_POP y   y:JUMP_IF_FALSE_OR_POP z
                      -->  x:JUMP_IF_FALSE_OR_POP z
                   x:JUMP_IF_FALSE_OR_POP y   y:JUMP_IF_TRUE_OR_POP z
                      -->  x:POP_JUMP_IF_FALSE y+1
                   where y+1 is the instruction following the second test.
                */
            case JUMP_IF_FALSE_OR_POP:
            case JUMP_IF_TRUE_OR_POP:
                h = get_arg(codestr, i) / sizeof(_Py_CODEUNIT);
                tgt = find_op(codestr, h);

                j = _Py_OPCODE(codestr[tgt]);
                if (CONDITIONAL_JUMP(j)) {
                    /* NOTE: all possible jumps here are absolute. */
                    if (JUMPS_ON_TRUE(j) == JUMPS_ON_TRUE(opcode)) {
                        /* The second jump will be taken iff the first is.
                           The current opcode inherits its target's
                           stack effect */
                        h = set_arg(codestr, i, get_arg(codestr, tgt));
                    } else {
                        /* The second jump is not taken if the first is (so
                           jump past it), and all conditional jumps pop their
                           argument when they're not taken (so change the
                           first jump to pop its argument when it's taken). */
                        h = set_arg(codestr, i, (tgt + 1) * sizeof(_Py_CODEUNIT));
                        j = opcode == JUMP_IF_TRUE_OR_POP ?
                            POP_JUMP_IF_TRUE : POP_JUMP_IF_FALSE;
                    }

                    if (h >= 0) {
                        nexti = h;
                        codestr[nexti] = PACKOPARG(j, _Py_OPARG(codestr[nexti]));
                        break;
                    }
                }
                /* Intentional fallthrough */

                /* Replace jumps to unconditional jumps */
            case POP_JUMP_IF_FALSE:
            case POP_JUMP_IF_TRUE:
            case FOR_ITER:
            case JUMP_FORWARD:
            case JUMP_ABSOLUTE:
            case CONTINUE_LOOP:
            case SETUP_LOOP:
            case SETUP_EXCEPT:
            case SETUP_FINALLY:
            case SETUP_WITH:
            case SETUP_ASYNC_WITH:
                h = GETJUMPTGT(codestr, i);
                tgt = find_op(codestr, h);
                /* Replace JUMP_* to a RETURN into just a RETURN */
                if (UNCONDITIONAL_JUMP(opcode) &&
                    _Py_OPCODE(codestr[tgt]) == RETURN_VALUE) {
                    codestr[op_start] = PACKOPARG(RETURN_VALUE, 0);
                    fill_nops(codestr, op_start + 1, i + 1);
                } else if (UNCONDITIONAL_JUMP(_Py_OPCODE(codestr[tgt]))) {
                    j = GETJUMPTGT(codestr, tgt);
                    if (opcode == JUMP_FORWARD) { /* JMP_ABS can go backwards */
                        opcode = JUMP_ABSOLUTE;
                    } else if (!ABSOLUTE_JUMP(opcode)) {
                        if ((Py_ssize_t)j < i + 1) {
                            break;           /* No backward relative jumps */
                        }
                        j -= i + 1;          /* Calc relative jump addr */
                    }
                    j *= sizeof(_Py_CODEUNIT);
                    copy_op_arg(codestr, op_start, opcode, j, i + 1);
                }
                break;

                /* Remove unreachable ops after RETURN */
            case RETURN_VALUE:
                h = i + 1;
                while (h + 1 < codelen && ISBASICBLOCK(blocks, i, h + 1)) {
                    h++;
                }
                if (h > i + 1) {
                    fill_nops(codestr, i + 1, h + 1);
                    nexti = find_op(codestr, h);
                }
                break;
        }
    }

    /* Fixup lnotab */
    for (i = 0, nops = 0; i < codelen; i++) {
        assert(i - nops <= INT_MAX);
        /* original code offset => new code offset */
        blocks[i] = i - nops;
        if (_Py_OPCODE(codestr[i]) == NOP)
            nops++;
    }
    cum_orig_offset = 0;
    last_offset = 0;
    for (i=0 ; i < tabsiz ; i+=2) {
        unsigned int offset_delta, new_offset;
        cum_orig_offset += lnotab[i];
        assert(cum_orig_offset % sizeof(_Py_CODEUNIT) == 0);
        new_offset = blocks[cum_orig_offset / sizeof(_Py_CODEUNIT)] *
                sizeof(_Py_CODEUNIT);
        offset_delta = new_offset - last_offset;
        assert(offset_delta <= 255);
        lnotab[i] = (unsigned char)offset_delta;
        last_offset = new_offset;
    }

    /* Remove NOPs and fixup jump targets */
    for (op_start = i = h = 0; i < codelen; i++, op_start = i) {
        j = _Py_OPARG(codestr[i]);
        while (_Py_OPCODE(codestr[i]) == EXTENDED_ARG) {
            i++;
            j = j<<8 | _Py_OPARG(codestr[i]);
        }
        opcode = _Py_OPCODE(codestr[i]);
        switch (opcode) {
            case NOP:continue;

            case JUMP_ABSOLUTE:
            case CONTINUE_LOOP:
            case POP_JUMP_IF_FALSE:
            case POP_JUMP_IF_TRUE:
            case JUMP_IF_FALSE_OR_POP:
            case JUMP_IF_TRUE_OR_POP:
                j = blocks[j / sizeof(_Py_CODEUNIT)] * sizeof(_Py_CODEUNIT);
                break;

            case FOR_ITER:
            case JUMP_FORWARD:
            case SETUP_LOOP:
            case SETUP_EXCEPT:
            case SETUP_FINALLY:
            case SETUP_WITH:
            case SETUP_ASYNC_WITH:
                j = blocks[j / sizeof(_Py_CODEUNIT) + i + 1] - blocks[i] - 1;
                j *= sizeof(_Py_CODEUNIT);
                break;
        }
        nexti = i - op_start + 1;
        if (instrsize(j) > nexti)
            goto exitUnchanged;
        /* If instrsize(j) < nexti, we'll emit EXTENDED_ARG 0 */
        write_op_arg(codestr + h, opcode, j, nexti);
        h += nexti;
    }
    assert(h + (Py_ssize_t)nops == codelen);

    CONST_STACK_DELETE();
    PyMem_Free(blocks);
    code = PyBytes_FromStringAndSize((char *)codestr, h * sizeof(_Py_CODEUNIT));
    PyMem_Free(codestr);
    return code;

 exitError:
    code = NULL;

 exitUnchanged:
    Py_XINCREF(code);
    CONST_STACK_DELETE();
    PyMem_Free(blocks);
    PyMem_Free(codestr);
    return code;
}