Minor changes
[ou-summer-of-code-2017.git] / 09-resolving-the-bill / interleaving.ipynb
1 {
2 "cells": [
3 {
4 "cell_type": "markdown",
5 "metadata": {},
6 "source": [
7 "# Interleaved strings\n",
8 "\n",
9 "Given two strings a and b and a target c, could c be formed form some interleaving/merge of a and b?\n",
10 "\n",
11 "For example,\n",
12 "Given:\n",
13 "s1 = \"aabcc\",\n",
14 "s2 = \"dbbca\",\n",
15 "\n",
16 "When s3 = \"aadbbcbcac\", return true.\n",
17 "When s3 = \"aadbbbaccc\", return false."
18 ]
19 },
20 {
21 "cell_type": "code",
22 "execution_count": 1,
23 "metadata": {
24 "collapsed": true
25 },
26 "outputs": [],
27 "source": [
28 "import random\n",
29 "import string"
30 ]
31 },
32 {
33 "cell_type": "code",
34 "execution_count": 2,
35 "metadata": {
36 "collapsed": true
37 },
38 "outputs": [],
39 "source": [
40 "s1 = \"aabcc\"\n",
41 "s2 = \"dbbca\"\n",
42 "\n",
43 "s3t = \"aadbbcbcac\"\n",
44 "s3f = \"aadbbbaccc\""
45 ]
46 },
47 {
48 "cell_type": "code",
49 "execution_count": 3,
50 "metadata": {},
51 "outputs": [
52 {
53 "data": {
54 "text/plain": [
55 "[(0, ''), (1, 'a'), (2, 'aa'), (3, 'aab'), (4, 'aabc'), (5, 'aabcc')]"
56 ]
57 },
58 "execution_count": 3,
59 "metadata": {},
60 "output_type": "execute_result"
61 }
62 ],
63 "source": [
64 "[(i, s1[:i]) for i in range(len(s1)+1)]"
65 ]
66 },
67 {
68 "cell_type": "markdown",
69 "metadata": {},
70 "source": [
71 "`dp_table[i, j]` is True if first `i` + `j` characters of `s3` can be formed from interleaving of first `i` characters of `s1` and first `j` characters of `s2`."
72 ]
73 },
74 {
75 "cell_type": "code",
76 "execution_count": 4,
77 "metadata": {},
78 "outputs": [
79 {
80 "data": {
81 "text/plain": [
82 "[[True, False, False, False, False, False],\n",
83 " [False, False, False, False, False, False],\n",
84 " [False, False, False, False, False, False],\n",
85 " [False, False, False, False, False, False],\n",
86 " [False, False, False, False, False, False],\n",
87 " [False, False, False, False, False, False]]"
88 ]
89 },
90 "execution_count": 4,
91 "metadata": {},
92 "output_type": "execute_result"
93 }
94 ],
95 "source": [
96 "dp_table = [[False] * (len(s1) + 1) for _ in range(len(s2) + 1)]\n",
97 "dp_table[0][0] = True\n",
98 "dp_table"
99 ]
100 },
101 {
102 "cell_type": "code",
103 "execution_count": 5,
104 "metadata": {
105 "scrolled": true
106 },
107 "outputs": [
108 {
109 "data": {
110 "text/plain": [
111 "{(0, 0): False,\n",
112 " (0, 1): False,\n",
113 " (0, 2): False,\n",
114 " (0, 3): False,\n",
115 " (0, 4): False,\n",
116 " (0, 5): False,\n",
117 " (1, 0): False,\n",
118 " (1, 1): False,\n",
119 " (1, 2): False,\n",
120 " (1, 3): False,\n",
121 " (1, 4): False,\n",
122 " (1, 5): False,\n",
123 " (2, 0): False,\n",
124 " (2, 1): False,\n",
125 " (2, 2): False,\n",
126 " (2, 3): False,\n",
127 " (2, 4): False,\n",
128 " (2, 5): False,\n",
129 " (3, 0): False,\n",
130 " (3, 1): False,\n",
131 " (3, 2): False,\n",
132 " (3, 3): False,\n",
133 " (3, 4): False,\n",
134 " (3, 5): False,\n",
135 " (4, 0): False,\n",
136 " (4, 1): False,\n",
137 " (4, 2): False,\n",
138 " (4, 3): False,\n",
139 " (4, 4): False,\n",
140 " (4, 5): False,\n",
141 " (5, 0): False,\n",
142 " (5, 1): False,\n",
143 " (5, 2): False,\n",
144 " (5, 3): False,\n",
145 " (5, 4): False,\n",
146 " (5, 5): False}"
147 ]
148 },
149 "execution_count": 5,
150 "metadata": {},
151 "output_type": "execute_result"
152 }
153 ],
154 "source": [
155 "dp_table = {(i, j): False\n",
156 " for i in range(len(s1)+1)\n",
157 " for j in range(len(s2)+1)}\n",
158 "dp_table"
159 ]
160 },
161 {
162 "cell_type": "code",
163 "execution_count": 6,
164 "metadata": {
165 "collapsed": true
166 },
167 "outputs": [],
168 "source": [
169 "def show_table(table):\n",
170 " return '\\n'.join(\n",
171 " ' '.join(str(table[i, j])[0] for j in sorted(set([k[1] for k in table])))\n",
172 " for i in sorted(set([k[0] for k in table]))) "
173 ]
174 },
175 {
176 "cell_type": "code",
177 "execution_count": 7,
178 "metadata": {
179 "collapsed": true
180 },
181 "outputs": [],
182 "source": [
183 "def show_table(table):\n",
184 " return '\\n'.join(\n",
185 " ' '.join('T' if table[i, j] else '.' for j in sorted(set([k[1] for k in table])))\n",
186 " for i in sorted(set([k[0] for k in table]))) "
187 ]
188 },
189 {
190 "cell_type": "code",
191 "execution_count": 8,
192 "metadata": {},
193 "outputs": [
194 {
195 "name": "stdout",
196 "output_type": "stream",
197 "text": [
198 ". . . . . .\n",
199 ". . . . . .\n",
200 ". . . . . .\n",
201 ". . . . . .\n",
202 ". . . . . .\n",
203 ". . . . . .\n"
204 ]
205 }
206 ],
207 "source": [
208 "print(show_table(dp_table))"
209 ]
210 },
211 {
212 "cell_type": "code",
213 "execution_count": 9,
214 "metadata": {},
215 "outputs": [
216 {
217 "name": "stdout",
218 "output_type": "stream",
219 "text": [
220 "aabcc dbbca aadbbbaccc\n",
221 "aa 0 0 ! ! ! True\n",
222 "s2 0 1 ! d a False\n",
223 "s2 0 2 ! b a False\n",
224 "s2 0 3 ! b d False\n",
225 "s2 0 4 ! c b False\n",
226 "s2 0 5 ! a b False\n",
227 "s1 1 0 a ! a True\n",
228 "xx 1 1 a d a False\n",
229 "xx 1 2 a b d False\n",
230 "xx 1 3 a b b False\n",
231 "xx 1 4 a c b False\n",
232 "xx 1 5 a a b False\n",
233 "s1 2 0 a ! a True\n",
234 "s2 2 1 a d d True\n",
235 "s2 2 2 a b b True\n",
236 "s2 2 3 a b b True\n",
237 "xx 2 4 a c b False\n",
238 "xx 2 5 a a a False\n",
239 "s1 3 0 b ! d False\n",
240 "s1 3 1 b d b True\n",
241 "s2 3 2 b b b True\n",
242 "s1 3 2 b b b True\n",
243 "s2 3 3 b b b True\n",
244 "s1 3 3 b b b True\n",
245 "xx 3 4 b c a False\n",
246 "xx 3 5 b a c False\n",
247 "s1 4 0 c ! b False\n",
248 "xx 4 1 c d b False\n",
249 "xx 4 2 c b b False\n",
250 "xx 4 3 c b a False\n",
251 "xx 4 4 c c c False\n",
252 "xx 4 5 c a c False\n",
253 "s1 5 0 c ! b False\n",
254 "xx 5 1 c d b False\n",
255 "xx 5 2 c b a False\n",
256 "xx 5 3 c b c False\n",
257 "xx 5 4 c c c False\n",
258 "xx 5 5 c a c False\n",
259 "T . . . . .\n",
260 "T . . . . .\n",
261 "T T T T . .\n",
262 ". T T T . .\n",
263 ". . . . . .\n",
264 ". . . . . .\n"
265 ]
266 },
267 {
268 "data": {
269 "text/plain": [
270 "{(1, 0): (0, 0, 'a', 's1'),\n",
271 " (2, 0): (1, 0, 'a', 's1'),\n",
272 " (2, 1): (2, 0, 'd', 's2'),\n",
273 " (2, 2): (2, 1, 'b', 's2'),\n",
274 " (2, 3): (2, 2, 'b', 's2'),\n",
275 " (3, 1): (2, 1, 'b', 's1'),\n",
276 " (3, 2): (2, 2, 'b', 's1'),\n",
277 " (3, 3): (2, 3, 'b', 's1')}"
278 ]
279 },
280 "execution_count": 9,
281 "metadata": {},
282 "output_type": "execute_result"
283 }
284 ],
285 "source": [
286 "s3 = s3f\n",
287 "\n",
288 "print(s1, s2, s3)\n",
289 "\n",
290 "dp_table = {(i, j): False\n",
291 " for i in range(len(s1)+1)\n",
292 " for j in range(len(s2)+1)}\n",
293 "\n",
294 "backpointers = {}\n",
295 "\n",
296 "for i in range(len(s1)+1):\n",
297 " for j in range(len(s2)+1):\n",
298 " if i == 0 and j == 0:\n",
299 " dp_table[i, j] = True\n",
300 " print('aa', i, j, '!', '!', '!', dp_table[i, j])\n",
301 " elif i == 0:\n",
302 " # extend by character from s2\n",
303 " if dp_table[i, j-1] and s2[j-1] == s3[i+j-1]:\n",
304 " dp_table[i, j] = True\n",
305 " backpointers[i, j] = (i, j-1, s2[j-1], 's2')\n",
306 " print('s2', i, j, '!', s2[j-1], s3[i+j-1], dp_table[i, j])\n",
307 " elif j == 0:\n",
308 " # extend by character from s1\n",
309 " if dp_table[i-1, j] and s1[i-1] == s3[i+j-1]:\n",
310 " dp_table[i, j] = True\n",
311 " backpointers[i, j] = (i-1, j, s1[i-1], 's1')\n",
312 " print('s1', i, j, s1[i-1], '!', s3[i+j-1], dp_table[i, j])\n",
313 " else:\n",
314 " # extend by character from s2\n",
315 " if dp_table[i, j-1] and s2[j-1] == s3[i+j-1]:\n",
316 " dp_table[i, j] = True\n",
317 " backpointers[i, j] = (i, j-1, s2[j-1], 's2')\n",
318 " print('s2', i, j, s1[i-1], s2[j-1], s3[i+j-1], dp_table[i, j]) \n",
319 " # extend by character from s1\n",
320 " if dp_table[i-1, j] and s1[i-1] == s3[i+j-1]:\n",
321 " dp_table[i, j] = True\n",
322 " backpointers[i, j] = (i-1, j, s1[i-1], 's1') \n",
323 " print('s1', i, j, s1[i-1], s2[j-1], s3[i+j-1], dp_table[i, j])\n",
324 " if not dp_table[i, j]:\n",
325 " print('xx', i, j, s1[i-1], s2[j-1], s3[i+j-1], dp_table[i, j])\n",
326 "\n",
327 "print(show_table(dp_table))\n",
328 "backpointers"
329 ]
330 },
331 {
332 "cell_type": "code",
333 "execution_count": 10,
334 "metadata": {
335 "collapsed": true
336 },
337 "outputs": [],
338 "source": [
339 "def is_interleave(seq1, seq2, seq3, return_backpointers=False, return_table=False, debug=False):\n",
340 " \"\"\"Return true if seq3 is some interleaved merge of seq1 and seq2.\n",
341 " If return_backpointers, also return the set of backpointers to\n",
342 " reconstruct the interleaving\"\"\"\n",
343 " \n",
344 " # dp_table[i, j] is True if first i+j characters of seq is made up of \n",
345 " # an interleaving of the first i characters of seq1 and the \n",
346 " # first j characters of seq2\n",
347 " \n",
348 " if len(seq1) + len(seq2) != len(seq3):\n",
349 " if return_backpointers or return_table:\n",
350 " retval = [False]\n",
351 " if return_backpointers:\n",
352 " retval += [{}]\n",
353 " if return_table:\n",
354 " retval += [{}]\n",
355 " return tuple(retval)\n",
356 " else:\n",
357 " return False\n",
358 " \n",
359 " dp_table = {(i, j): False\n",
360 " for i in range(len(seq1)+1)\n",
361 " for j in range(len(seq2)+1)}\n",
362 "\n",
363 " backpointers = {}\n",
364 "\n",
365 " for i in range(len(seq1)+1):\n",
366 " for j in range(len(seq2)+1):\n",
367 " if i == 0 and j == 0:\n",
368 " dp_table[i, j] = True\n",
369 " if debug: print('xxxx', i, j, '!', '!', '!', dp_table[i, j])\n",
370 " elif i == 0:\n",
371 " # extend by character from seq2\n",
372 " if dp_table[i, j-1] and seq2[j-1] == seq3[i+j-1]:\n",
373 " dp_table[i, j] = True\n",
374 " backpointers[i, j] = (i, j-1, seq2[j-1], 'seq2')\n",
375 " if debug: print('seq2', i, j, '!', seq2[j-1], seq3[i+j-1], dp_table[i, j])\n",
376 " elif j == 0:\n",
377 " # extend by character from seq1\n",
378 " if dp_table[i-1, j] and seq1[i-1] == seq3[i+j-1]:\n",
379 " dp_table[i, j] = True\n",
380 " backpointers[i, j] = (i-1, j, seq1[i-1], 'seq1')\n",
381 " if debug: print('seq1', i, j, seq1[i-1], '!', seq3[i+j-1], dp_table[i, j])\n",
382 " else:\n",
383 " # extend by character from seq2\n",
384 " if dp_table[i, j-1] and seq2[j-1] == seq3[i+j-1]:\n",
385 " dp_table[i, j] = True\n",
386 " backpointers[i, j] = (i, j-1, seq2[j-1], 'seq2')\n",
387 " if debug: print('seq2', i, j, seq1[i-1], seq2[j-1], seq3[i+j-1], dp_table[i, j]) \n",
388 " # extend by character from seq1\n",
389 " if dp_table[i-1, j] and seq1[i-1] == seq3[i+j-1]:\n",
390 " dp_table[i, j] = True\n",
391 " backpointers[i, j] = (i-1, j, seq1[i-1], 'seq1') \n",
392 " if debug: print('seq1', i, j, seq1[i-1], seq2[j-1], seq3[i+j-1], dp_table[i, j])\n",
393 " if not dp_table[i, j]:\n",
394 " if debug: print('xxxx', i, j, seq1[i-1], seq2[j-1], seq3[i+j-1], dp_table[i, j])\n",
395 "\n",
396 " if return_backpointers or return_table:\n",
397 " retval = [dp_table[len(seq1), len(seq2)]]\n",
398 " if return_backpointers:\n",
399 " retval += [backpointers]\n",
400 " if return_table:\n",
401 " retval += [dp_table]\n",
402 " return tuple(retval)\n",
403 " else:\n",
404 " return dp_table[len(seq1), len(seq2)]"
405 ]
406 },
407 {
408 "cell_type": "code",
409 "execution_count": 11,
410 "metadata": {},
411 "outputs": [
412 {
413 "data": {
414 "text/plain": [
415 "True"
416 ]
417 },
418 "execution_count": 11,
419 "metadata": {},
420 "output_type": "execute_result"
421 }
422 ],
423 "source": [
424 "is_interleave(s1, s2, s3t)"
425 ]
426 },
427 {
428 "cell_type": "code",
429 "execution_count": 12,
430 "metadata": {},
431 "outputs": [
432 {
433 "data": {
434 "text/plain": [
435 "(True,\n",
436 " {(1, 0): (0, 0, 'a', 'seq1'),\n",
437 " (2, 0): (1, 0, 'a', 'seq1'),\n",
438 " (2, 1): (2, 0, 'd', 'seq2'),\n",
439 " (2, 2): (2, 1, 'b', 'seq2'),\n",
440 " (2, 3): (2, 2, 'b', 'seq2'),\n",
441 " (2, 4): (2, 3, 'c', 'seq2'),\n",
442 " (3, 1): (2, 1, 'b', 'seq1'),\n",
443 " (3, 2): (2, 2, 'b', 'seq1'),\n",
444 " (3, 4): (2, 4, 'b', 'seq1'),\n",
445 " (4, 2): (3, 2, 'c', 'seq1'),\n",
446 " (4, 3): (4, 2, 'b', 'seq2'),\n",
447 " (4, 4): (3, 4, 'c', 'seq1'),\n",
448 " (4, 5): (4, 4, 'a', 'seq2'),\n",
449 " (5, 3): (4, 3, 'c', 'seq1'),\n",
450 " (5, 5): (4, 5, 'c', 'seq1')})"
451 ]
452 },
453 "execution_count": 12,
454 "metadata": {},
455 "output_type": "execute_result"
456 }
457 ],
458 "source": [
459 "is_interleave(s1, s2, s3t, return_backpointers=True)"
460 ]
461 },
462 {
463 "cell_type": "code",
464 "execution_count": 13,
465 "metadata": {
466 "scrolled": true
467 },
468 "outputs": [
469 {
470 "data": {
471 "text/plain": [
472 "(True,\n",
473 " {(1, 0): (0, 0, 'a', 'seq1'),\n",
474 " (2, 0): (1, 0, 'a', 'seq1'),\n",
475 " (2, 1): (2, 0, 'd', 'seq2'),\n",
476 " (2, 2): (2, 1, 'b', 'seq2'),\n",
477 " (2, 3): (2, 2, 'b', 'seq2'),\n",
478 " (2, 4): (2, 3, 'c', 'seq2'),\n",
479 " (3, 1): (2, 1, 'b', 'seq1'),\n",
480 " (3, 2): (2, 2, 'b', 'seq1'),\n",
481 " (3, 4): (2, 4, 'b', 'seq1'),\n",
482 " (4, 2): (3, 2, 'c', 'seq1'),\n",
483 " (4, 3): (4, 2, 'b', 'seq2'),\n",
484 " (4, 4): (3, 4, 'c', 'seq1'),\n",
485 " (4, 5): (4, 4, 'a', 'seq2'),\n",
486 " (5, 3): (4, 3, 'c', 'seq1'),\n",
487 " (5, 5): (4, 5, 'c', 'seq1')},\n",
488 " {(0, 0): True,\n",
489 " (0, 1): False,\n",
490 " (0, 2): False,\n",
491 " (0, 3): False,\n",
492 " (0, 4): False,\n",
493 " (0, 5): False,\n",
494 " (1, 0): True,\n",
495 " (1, 1): False,\n",
496 " (1, 2): False,\n",
497 " (1, 3): False,\n",
498 " (1, 4): False,\n",
499 " (1, 5): False,\n",
500 " (2, 0): True,\n",
501 " (2, 1): True,\n",
502 " (2, 2): True,\n",
503 " (2, 3): True,\n",
504 " (2, 4): True,\n",
505 " (2, 5): False,\n",
506 " (3, 0): False,\n",
507 " (3, 1): True,\n",
508 " (3, 2): True,\n",
509 " (3, 3): False,\n",
510 " (3, 4): True,\n",
511 " (3, 5): False,\n",
512 " (4, 0): False,\n",
513 " (4, 1): False,\n",
514 " (4, 2): True,\n",
515 " (4, 3): True,\n",
516 " (4, 4): True,\n",
517 " (4, 5): True,\n",
518 " (5, 0): False,\n",
519 " (5, 1): False,\n",
520 " (5, 2): False,\n",
521 " (5, 3): True,\n",
522 " (5, 4): False,\n",
523 " (5, 5): True})"
524 ]
525 },
526 "execution_count": 13,
527 "metadata": {},
528 "output_type": "execute_result"
529 }
530 ],
531 "source": [
532 "is_interleave(s1, s2, s3t, return_backpointers=True, return_table=True)"
533 ]
534 },
535 {
536 "cell_type": "code",
537 "execution_count": 14,
538 "metadata": {},
539 "outputs": [
540 {
541 "data": {
542 "text/plain": [
543 "False"
544 ]
545 },
546 "execution_count": 14,
547 "metadata": {},
548 "output_type": "execute_result"
549 }
550 ],
551 "source": [
552 "is_interleave(s1, s2, s3f)"
553 ]
554 },
555 {
556 "cell_type": "code",
557 "execution_count": 15,
558 "metadata": {},
559 "outputs": [
560 {
561 "name": "stdout",
562 "output_type": "stream",
563 "text": [
564 "xxxx 0 0 ! ! ! True\n",
565 "seq2 0 1 ! b a False\n",
566 "seq2 0 2 ! b a False\n",
567 "seq2 0 3 ! b a False\n",
568 "seq1 1 0 a ! a True\n",
569 "xxxx 1 1 a b a False\n",
570 "xxxx 1 2 a b a False\n",
571 "xxxx 1 3 a b b False\n",
572 "seq1 2 0 a ! a True\n",
573 "xxxx 2 1 a b a False\n",
574 "xxxx 2 2 a b b False\n",
575 "xxxx 2 3 a b a False\n",
576 "seq1 3 0 a ! a True\n",
577 "seq2 3 1 a b b True\n",
578 "xxxx 3 2 a b a False\n",
579 "xxxx 3 3 a b b False\n",
580 "seq1 4 0 a ! b False\n",
581 "seq1 4 1 a b a True\n",
582 "seq2 4 2 a b b True\n",
583 "seq2 4 3 a b b True\n"
584 ]
585 },
586 {
587 "data": {
588 "text/plain": [
589 "(True,\n",
590 " {(1, 0): (0, 0, 'a', 'seq1'),\n",
591 " (2, 0): (1, 0, 'a', 'seq1'),\n",
592 " (3, 0): (2, 0, 'a', 'seq1'),\n",
593 " (3, 1): (3, 0, 'b', 'seq2'),\n",
594 " (4, 1): (3, 1, 'a', 'seq1'),\n",
595 " (4, 2): (4, 1, 'b', 'seq2'),\n",
596 " (4, 3): (4, 2, 'b', 'seq2')})"
597 ]
598 },
599 "execution_count": 15,
600 "metadata": {},
601 "output_type": "execute_result"
602 }
603 ],
604 "source": [
605 "is_interleave('aaaa', 'bbb', 'aaababb', return_backpointers=True, debug=True)"
606 ]
607 },
608 {
609 "cell_type": "code",
610 "execution_count": 16,
611 "metadata": {
612 "collapsed": true
613 },
614 "outputs": [],
615 "source": [
616 "def show_backtrace(bps):\n",
617 " i = max([0] + [k[0] for k in bps])\n",
618 " j = max([0] + [k[1] for k in bps])\n",
619 " chars = ''\n",
620 " if (i, j) in bps:\n",
621 " while i != 0 or j != 0:\n",
622 " if bps[i, j][3] == 'seq1':\n",
623 " chars += bps[i, j][2].upper()\n",
624 " else:\n",
625 " chars += bps[i, j][2]\n",
626 " i, j = bps[i, j][0], bps[i, j][1] \n",
627 " return ''.join(list(reversed(chars)))\n",
628 " else:\n",
629 " return ''"
630 ]
631 },
632 {
633 "cell_type": "code",
634 "execution_count": 17,
635 "metadata": {
636 "collapsed": true
637 },
638 "outputs": [],
639 "source": [
640 "def make_string(length, alphabet=None):\n",
641 " if not alphabet:\n",
642 " alphabet = 'abcdefgh'\n",
643 " return ''.join(random.choice(alphabet) for _ in range(length)) "
644 ]
645 },
646 {
647 "cell_type": "code",
648 "execution_count": 18,
649 "metadata": {},
650 "outputs": [
651 {
652 "data": {
653 "text/plain": [
654 "'gbbdffedehgebaaeghbggcfeegfaccdhaaaachhdhhchfcfdfb'"
655 ]
656 },
657 "execution_count": 18,
658 "metadata": {},
659 "output_type": "execute_result"
660 }
661 ],
662 "source": [
663 "make_string(50)"
664 ]
665 },
666 {
667 "cell_type": "code",
668 "execution_count": 19,
669 "metadata": {
670 "collapsed": true
671 },
672 "outputs": [],
673 "source": [
674 "def interleave(s1, s2, wander_limit=10, debug=False):\n",
675 " i1 = i2 = wander = 0\n",
676 " interleaved = []\n",
677 " while i1 <= len(s1) and i2 <= len(s2):\n",
678 " if i1 == len(s1):\n",
679 " if debug: print(i1, i2, wander, 'remaining s2', s2[i2:])\n",
680 " interleaved += s2[i2:]\n",
681 " i2 = len(s2) + 1\n",
682 " elif i2 == len(s2):\n",
683 " if debug: print(i1, i2, wander, 'remaining s1', s1[i1:])\n",
684 " interleaved += s1[i1:]\n",
685 " i1 = len(s1) + 1\n",
686 " else:\n",
687 " if wander == wander_limit:\n",
688 " step = -1\n",
689 " elif wander == -wander_limit:\n",
690 " step = +1\n",
691 " else:\n",
692 " step = random.choice([+1, -1])\n",
693 " if step == +1:\n",
694 " if debug: print(i1, i2, wander, 'adding', s1[i1])\n",
695 " interleaved += s1[i1]\n",
696 " i1 += 1\n",
697 " wander += 1\n",
698 " else:\n",
699 " if debug: print(i1, i2, wander, 'adding', s2[i2])\n",
700 " interleaved += s2[i2]\n",
701 " i2 += 1\n",
702 " wander -= 1\n",
703 " return ''.join(interleaved)\n",
704 " "
705 ]
706 },
707 {
708 "cell_type": "code",
709 "execution_count": 20,
710 "metadata": {},
711 "outputs": [
712 {
713 "name": "stdout",
714 "output_type": "stream",
715 "text": [
716 "0 0 0 adding u\n",
717 "0 1 -1 adding a\n",
718 "1 1 0 adding c\n",
719 "2 1 1 adding v\n",
720 "2 2 0 adding h\n",
721 "3 2 1 adding e\n",
722 "4 2 2 adding v\n",
723 "4 3 1 adding e\n",
724 "5 3 2 adding u\n",
725 "5 4 1 adding f\n",
726 "6 4 2 adding u\n",
727 "6 5 1 adding v\n",
728 "6 6 0 adding u\n",
729 "6 7 -1 adding x\n",
730 "6 8 -2 adding z\n",
731 "6 9 -3 adding u\n",
732 "6 10 -4 adding a\n",
733 "7 10 -3 adding e\n",
734 "8 10 -2 adding d\n",
735 "9 10 -1 adding h\n",
736 "10 10 0 adding v\n",
737 "10 11 -1 adding u\n",
738 "10 12 -2 adding h\n",
739 "11 12 -1 adding g\n",
740 "12 12 0 adding x\n",
741 "12 13 -1 adding e\n",
742 "13 13 0 adding f\n",
743 "14 13 1 adding w\n",
744 "14 14 0 adding y\n",
745 "14 15 -1 adding u\n",
746 "14 16 -2 adding d\n",
747 "15 16 -1 adding g\n",
748 "16 16 0 adding h\n",
749 "17 16 1 adding g\n",
750 "18 16 2 adding g\n",
751 "19 16 3 adding g\n",
752 "20 16 4 remaining s2 yyuz\n"
753 ]
754 },
755 {
756 "data": {
757 "text/plain": [
758 "('acheefaedhhgefdghggg',\n",
759 " 'uvvuuvuxzuvuxwyuyyuz',\n",
760 " 'uacvheveufuvuxzuaedhvuhgxefwyudghgggyyuz',\n",
761 " 40)"
762 ]
763 },
764 "execution_count": 20,
765 "metadata": {},
766 "output_type": "execute_result"
767 }
768 ],
769 "source": [
770 "s1 = make_string(20)\n",
771 "s2 = make_string(20, alphabet='uvwxyz')\n",
772 "il = interleave(s1, s2, wander_limit=5, debug=True)\n",
773 "s1, s2, il, len(il)"
774 ]
775 },
776 {
777 "cell_type": "code",
778 "execution_count": 21,
779 "metadata": {},
780 "outputs": [
781 {
782 "name": "stdout",
783 "output_type": "stream",
784 "text": [
785 "xxxx 0 0 ! ! ! True\n",
786 "seq2 0 1 ! a u False\n",
787 "seq2 0 2 ! c a False\n",
788 "seq2 0 3 ! h c False\n",
789 "seq2 0 4 ! e v False\n",
790 "seq2 0 5 ! e h False\n",
791 "seq2 0 6 ! f e False\n",
792 "seq2 0 7 ! a v False\n",
793 "seq2 0 8 ! e e False\n",
794 "seq2 0 9 ! d u False\n",
795 "seq2 0 10 ! h f False\n",
796 "seq2 0 11 ! h u False\n",
797 "seq2 0 12 ! g v False\n",
798 "seq2 0 13 ! e u False\n",
799 "seq2 0 14 ! f x False\n",
800 "seq2 0 15 ! d z False\n",
801 "seq2 0 16 ! g u False\n",
802 "seq2 0 17 ! h a False\n",
803 "seq2 0 18 ! g e False\n",
804 "seq2 0 19 ! g d False\n",
805 "seq2 0 20 ! g h False\n",
806 "seq1 1 0 u ! u True\n",
807 "seq2 1 1 u a a True\n",
808 "seq2 1 2 u c c True\n",
809 "xxxx 1 3 u h v False\n",
810 "xxxx 1 4 u e h False\n",
811 "xxxx 1 5 u e e False\n",
812 "xxxx 1 6 u f v False\n",
813 "xxxx 1 7 u a e False\n",
814 "xxxx 1 8 u e u False\n",
815 "xxxx 1 9 u d f False\n",
816 "xxxx 1 10 u h u False\n",
817 "xxxx 1 11 u h v False\n",
818 "xxxx 1 12 u g u False\n",
819 "xxxx 1 13 u e x False\n",
820 "xxxx 1 14 u f z False\n",
821 "xxxx 1 15 u d u False\n",
822 "xxxx 1 16 u g a False\n",
823 "xxxx 1 17 u h e False\n",
824 "xxxx 1 18 u g d False\n",
825 "xxxx 1 19 u g h False\n",
826 "xxxx 1 20 u g v False\n",
827 "seq1 2 0 v ! a False\n",
828 "xxxx 2 1 v a c False\n",
829 "seq1 2 2 v c v True\n",
830 "seq2 2 3 v h h True\n",
831 "seq2 2 4 v e e True\n",
832 "xxxx 2 5 v e v False\n",
833 "xxxx 2 6 v f e False\n",
834 "xxxx 2 7 v a u False\n",
835 "xxxx 2 8 v e f False\n",
836 "xxxx 2 9 v d u False\n",
837 "xxxx 2 10 v h v False\n",
838 "xxxx 2 11 v h u False\n",
839 "xxxx 2 12 v g x False\n",
840 "xxxx 2 13 v e z False\n",
841 "xxxx 2 14 v f u False\n",
842 "xxxx 2 15 v d a False\n",
843 "xxxx 2 16 v g e False\n",
844 "xxxx 2 17 v h d False\n",
845 "xxxx 2 18 v g h False\n",
846 "xxxx 2 19 v g v False\n",
847 "xxxx 2 20 v g u False\n",
848 "seq1 3 0 v ! c False\n",
849 "xxxx 3 1 v a v False\n",
850 "xxxx 3 2 v c h False\n",
851 "xxxx 3 3 v h e False\n",
852 "seq1 3 4 v e v True\n",
853 "seq2 3 5 v e e True\n",
854 "xxxx 3 6 v f u False\n",
855 "xxxx 3 7 v a f False\n",
856 "xxxx 3 8 v e u False\n",
857 "xxxx 3 9 v d v False\n",
858 "xxxx 3 10 v h u False\n",
859 "xxxx 3 11 v h x False\n",
860 "xxxx 3 12 v g z False\n",
861 "xxxx 3 13 v e u False\n",
862 "xxxx 3 14 v f a False\n",
863 "xxxx 3 15 v d e False\n",
864 "xxxx 3 16 v g d False\n",
865 "xxxx 3 17 v h h False\n",
866 "xxxx 3 18 v g v False\n",
867 "xxxx 3 19 v g u False\n",
868 "xxxx 3 20 v g h False\n",
869 "seq1 4 0 u ! v False\n",
870 "xxxx 4 1 u a h False\n",
871 "xxxx 4 2 u c e False\n",
872 "xxxx 4 3 u h v False\n",
873 "xxxx 4 4 u e e False\n",
874 "seq1 4 5 u e u True\n",
875 "seq2 4 6 u f f True\n",
876 "xxxx 4 7 u a u False\n",
877 "xxxx 4 8 u e v False\n",
878 "xxxx 4 9 u d u False\n",
879 "xxxx 4 10 u h x False\n",
880 "xxxx 4 11 u h z False\n",
881 "xxxx 4 12 u g u False\n",
882 "xxxx 4 13 u e a False\n",
883 "xxxx 4 14 u f e False\n",
884 "xxxx 4 15 u d d False\n",
885 "xxxx 4 16 u g h False\n",
886 "xxxx 4 17 u h v False\n",
887 "xxxx 4 18 u g u False\n",
888 "xxxx 4 19 u g h False\n",
889 "xxxx 4 20 u g g False\n",
890 "seq1 5 0 u ! h False\n",
891 "xxxx 5 1 u a e False\n",
892 "xxxx 5 2 u c v False\n",
893 "xxxx 5 3 u h e False\n",
894 "xxxx 5 4 u e u False\n",
895 "xxxx 5 5 u e f False\n",
896 "seq1 5 6 u f u True\n",
897 "xxxx 5 7 u a v False\n",
898 "xxxx 5 8 u e u False\n",
899 "xxxx 5 9 u d x False\n",
900 "xxxx 5 10 u h z False\n",
901 "xxxx 5 11 u h u False\n",
902 "xxxx 5 12 u g a False\n",
903 "xxxx 5 13 u e e False\n",
904 "xxxx 5 14 u f d False\n",
905 "xxxx 5 15 u d h False\n",
906 "xxxx 5 16 u g v False\n",
907 "xxxx 5 17 u h u False\n",
908 "xxxx 5 18 u g h False\n",
909 "xxxx 5 19 u g g False\n",
910 "xxxx 5 20 u g x False\n",
911 "seq1 6 0 v ! e False\n",
912 "xxxx 6 1 v a v False\n",
913 "xxxx 6 2 v c e False\n",
914 "xxxx 6 3 v h u False\n",
915 "xxxx 6 4 v e f False\n",
916 "xxxx 6 5 v e u False\n",
917 "seq1 6 6 v f v True\n",
918 "xxxx 6 7 v a u False\n",
919 "xxxx 6 8 v e x False\n",
920 "xxxx 6 9 v d z False\n",
921 "xxxx 6 10 v h u False\n",
922 "xxxx 6 11 v h a False\n",
923 "xxxx 6 12 v g e False\n",
924 "xxxx 6 13 v e d False\n",
925 "xxxx 6 14 v f h False\n",
926 "xxxx 6 15 v d v False\n",
927 "xxxx 6 16 v g u False\n",
928 "xxxx 6 17 v h h False\n",
929 "xxxx 6 18 v g g False\n",
930 "xxxx 6 19 v g x False\n",
931 "xxxx 6 20 v g e False\n",
932 "seq1 7 0 u ! v False\n",
933 "xxxx 7 1 u a e False\n",
934 "xxxx 7 2 u c u False\n",
935 "xxxx 7 3 u h f False\n",
936 "xxxx 7 4 u e u False\n",
937 "xxxx 7 5 u e v False\n",
938 "seq1 7 6 u f u True\n",
939 "xxxx 7 7 u a x False\n",
940 "xxxx 7 8 u e z False\n",
941 "xxxx 7 9 u d u False\n",
942 "xxxx 7 10 u h a False\n",
943 "xxxx 7 11 u h e False\n",
944 "xxxx 7 12 u g d False\n",
945 "xxxx 7 13 u e h False\n",
946 "xxxx 7 14 u f v False\n",
947 "xxxx 7 15 u d u False\n",
948 "xxxx 7 16 u g h False\n",
949 "xxxx 7 17 u h g False\n",
950 "xxxx 7 18 u g x False\n",
951 "xxxx 7 19 u g e False\n",
952 "xxxx 7 20 u g f False\n",
953 "seq1 8 0 x ! e False\n",
954 "xxxx 8 1 x a u False\n",
955 "xxxx 8 2 x c f False\n",
956 "xxxx 8 3 x h u False\n",
957 "xxxx 8 4 x e v False\n",
958 "xxxx 8 5 x e u False\n",
959 "seq1 8 6 x f x True\n",
960 "xxxx 8 7 x a z False\n",
961 "xxxx 8 8 x e u False\n",
962 "xxxx 8 9 x d a False\n",
963 "xxxx 8 10 x h e False\n",
964 "xxxx 8 11 x h d False\n",
965 "xxxx 8 12 x g h False\n",
966 "xxxx 8 13 x e v False\n",
967 "xxxx 8 14 x f u False\n",
968 "xxxx 8 15 x d h False\n",
969 "xxxx 8 16 x g g False\n",
970 "xxxx 8 17 x h x False\n",
971 "xxxx 8 18 x g e False\n",
972 "xxxx 8 19 x g f False\n",
973 "xxxx 8 20 x g w False\n",
974 "seq1 9 0 z ! u False\n",
975 "xxxx 9 1 z a f False\n",
976 "xxxx 9 2 z c u False\n",
977 "xxxx 9 3 z h v False\n",
978 "xxxx 9 4 z e u False\n",
979 "xxxx 9 5 z e x False\n",
980 "seq1 9 6 z f z True\n",
981 "xxxx 9 7 z a u False\n",
982 "xxxx 9 8 z e a False\n",
983 "xxxx 9 9 z d e False\n",
984 "xxxx 9 10 z h d False\n",
985 "xxxx 9 11 z h h False\n",
986 "xxxx 9 12 z g v False\n",
987 "xxxx 9 13 z e u False\n",
988 "xxxx 9 14 z f h False\n",
989 "xxxx 9 15 z d g False\n",
990 "xxxx 9 16 z g x False\n",
991 "xxxx 9 17 z h e False\n",
992 "xxxx 9 18 z g f False\n",
993 "xxxx 9 19 z g w False\n",
994 "xxxx 9 20 z g y False\n",
995 "seq1 10 0 u ! f False\n",
996 "xxxx 10 1 u a u False\n",
997 "xxxx 10 2 u c v False\n",
998 "xxxx 10 3 u h u False\n",
999 "xxxx 10 4 u e x False\n",
1000 "xxxx 10 5 u e z False\n",
1001 "seq1 10 6 u f u True\n",
1002 "seq2 10 7 u a a True\n",
1003 "seq2 10 8 u e e True\n",
1004 "seq2 10 9 u d d True\n",
1005 "seq2 10 10 u h h True\n",
1006 "xxxx 10 11 u h v False\n",
1007 "xxxx 10 12 u g u False\n",
1008 "xxxx 10 13 u e h False\n",
1009 "xxxx 10 14 u f g False\n",
1010 "xxxx 10 15 u d x False\n",
1011 "xxxx 10 16 u g e False\n",
1012 "xxxx 10 17 u h f False\n",
1013 "xxxx 10 18 u g w False\n",
1014 "xxxx 10 19 u g y False\n",
1015 "xxxx 10 20 u g u False\n",
1016 "seq1 11 0 v ! u False\n",
1017 "xxxx 11 1 v a v False\n",
1018 "xxxx 11 2 v c u False\n",
1019 "xxxx 11 3 v h x False\n",
1020 "xxxx 11 4 v e z False\n",
1021 "xxxx 11 5 v e u False\n",
1022 "xxxx 11 6 v f a False\n",
1023 "xxxx 11 7 v a e False\n",
1024 "xxxx 11 8 v e d False\n",
1025 "xxxx 11 9 v d h False\n",
1026 "seq1 11 10 v h v True\n",
1027 "xxxx 11 11 v h u False\n",
1028 "xxxx 11 12 v g h False\n",
1029 "xxxx 11 13 v e g False\n",
1030 "xxxx 11 14 v f x False\n",
1031 "xxxx 11 15 v d e False\n",
1032 "xxxx 11 16 v g f False\n",
1033 "xxxx 11 17 v h w False\n",
1034 "xxxx 11 18 v g y False\n",
1035 "xxxx 11 19 v g u False\n",
1036 "xxxx 11 20 v g d False\n",
1037 "seq1 12 0 u ! v False\n",
1038 "xxxx 12 1 u a u False\n",
1039 "xxxx 12 2 u c x False\n",
1040 "xxxx 12 3 u h z False\n",
1041 "xxxx 12 4 u e u False\n",
1042 "xxxx 12 5 u e a False\n",
1043 "xxxx 12 6 u f e False\n",
1044 "xxxx 12 7 u a d False\n",
1045 "xxxx 12 8 u e h False\n",
1046 "xxxx 12 9 u d v False\n",
1047 "seq1 12 10 u h u True\n",
1048 "seq2 12 11 u h h True\n",
1049 "seq2 12 12 u g g True\n",
1050 "xxxx 12 13 u e x False\n",
1051 "xxxx 12 14 u f e False\n",
1052 "xxxx 12 15 u d f False\n",
1053 "xxxx 12 16 u g w False\n",
1054 "xxxx 12 17 u h y False\n",
1055 "xxxx 12 18 u g u False\n",
1056 "xxxx 12 19 u g d False\n",
1057 "xxxx 12 20 u g g False\n",
1058 "seq1 13 0 x ! u False\n",
1059 "xxxx 13 1 x a x False\n",
1060 "xxxx 13 2 x c z False\n",
1061 "xxxx 13 3 x h u False\n",
1062 "xxxx 13 4 x e a False\n",
1063 "xxxx 13 5 x e e False\n",
1064 "xxxx 13 6 x f d False\n",
1065 "xxxx 13 7 x a h False\n",
1066 "xxxx 13 8 x e v False\n",
1067 "xxxx 13 9 x d u False\n",
1068 "xxxx 13 10 x h h False\n",
1069 "xxxx 13 11 x h g False\n",
1070 "seq1 13 12 x g x True\n",
1071 "seq2 13 13 x e e True\n",
1072 "seq2 13 14 x f f True\n",
1073 "xxxx 13 15 x d w False\n",
1074 "xxxx 13 16 x g y False\n",
1075 "xxxx 13 17 x h u False\n",
1076 "xxxx 13 18 x g d False\n",
1077 "xxxx 13 19 x g g False\n",
1078 "xxxx 13 20 x g h False\n",
1079 "seq1 14 0 w ! x False\n",
1080 "xxxx 14 1 w a z False\n",
1081 "xxxx 14 2 w c u False\n",
1082 "xxxx 14 3 w h a False\n",
1083 "xxxx 14 4 w e e False\n",
1084 "xxxx 14 5 w e d False\n",
1085 "xxxx 14 6 w f h False\n",
1086 "xxxx 14 7 w a v False\n",
1087 "xxxx 14 8 w e u False\n",
1088 "xxxx 14 9 w d h False\n",
1089 "xxxx 14 10 w h g False\n",
1090 "xxxx 14 11 w h x False\n",
1091 "xxxx 14 12 w g e False\n",
1092 "xxxx 14 13 w e f False\n",
1093 "seq1 14 14 w f w True\n",
1094 "xxxx 14 15 w d y False\n",
1095 "xxxx 14 16 w g u False\n",
1096 "xxxx 14 17 w h d False\n",
1097 "xxxx 14 18 w g g False\n",
1098 "xxxx 14 19 w g h False\n",
1099 "xxxx 14 20 w g g False\n",
1100 "seq1 15 0 y ! z False\n",
1101 "xxxx 15 1 y a u False\n",
1102 "xxxx 15 2 y c a False\n",
1103 "xxxx 15 3 y h e False\n",
1104 "xxxx 15 4 y e d False\n",
1105 "xxxx 15 5 y e h False\n",
1106 "xxxx 15 6 y f v False\n",
1107 "xxxx 15 7 y a u False\n",
1108 "xxxx 15 8 y e h False\n",
1109 "xxxx 15 9 y d g False\n",
1110 "xxxx 15 10 y h x False\n",
1111 "xxxx 15 11 y h e False\n",
1112 "xxxx 15 12 y g f False\n",
1113 "xxxx 15 13 y e w False\n",
1114 "seq1 15 14 y f y True\n",
1115 "xxxx 15 15 y d u False\n",
1116 "xxxx 15 16 y g d False\n",
1117 "xxxx 15 17 y h g False\n",
1118 "xxxx 15 18 y g h False\n",
1119 "xxxx 15 19 y g g False\n",
1120 "xxxx 15 20 y g g False\n",
1121 "seq1 16 0 u ! u False\n",
1122 "xxxx 16 1 u a a False\n",
1123 "xxxx 16 2 u c e False\n",
1124 "xxxx 16 3 u h d False\n",
1125 "xxxx 16 4 u e h False\n",
1126 "xxxx 16 5 u e v False\n",
1127 "xxxx 16 6 u f u False\n",
1128 "xxxx 16 7 u a h False\n",
1129 "xxxx 16 8 u e g False\n",
1130 "xxxx 16 9 u d x False\n",
1131 "xxxx 16 10 u h e False\n",
1132 "xxxx 16 11 u h f False\n",
1133 "xxxx 16 12 u g w False\n",
1134 "xxxx 16 13 u e y False\n",
1135 "seq1 16 14 u f u True\n",
1136 "seq2 16 15 u d d True\n",
1137 "seq2 16 16 u g g True\n",
1138 "seq2 16 17 u h h True\n",
1139 "seq2 16 18 u g g True\n",
1140 "seq2 16 19 u g g True\n",
1141 "seq2 16 20 u g g True\n",
1142 "seq1 17 0 y ! a False\n",
1143 "xxxx 17 1 y a e False\n",
1144 "xxxx 17 2 y c d False\n",
1145 "xxxx 17 3 y h h False\n",
1146 "xxxx 17 4 y e v False\n",
1147 "xxxx 17 5 y e u False\n",
1148 "xxxx 17 6 y f h False\n",
1149 "xxxx 17 7 y a g False\n",
1150 "xxxx 17 8 y e x False\n",
1151 "xxxx 17 9 y d e False\n",
1152 "xxxx 17 10 y h f False\n",
1153 "xxxx 17 11 y h w False\n",
1154 "xxxx 17 12 y g y False\n",
1155 "xxxx 17 13 y e u False\n",
1156 "xxxx 17 14 y f d False\n",
1157 "xxxx 17 15 y d g False\n",
1158 "xxxx 17 16 y g h False\n",
1159 "xxxx 17 17 y h g False\n",
1160 "xxxx 17 18 y g g False\n",
1161 "xxxx 17 19 y g g False\n",
1162 "seq1 17 20 y g y True\n",
1163 "seq1 18 0 y ! e False\n",
1164 "xxxx 18 1 y a d False\n",
1165 "xxxx 18 2 y c h False\n",
1166 "xxxx 18 3 y h v False\n",
1167 "xxxx 18 4 y e u False\n",
1168 "xxxx 18 5 y e h False\n",
1169 "xxxx 18 6 y f g False\n",
1170 "xxxx 18 7 y a x False\n",
1171 "xxxx 18 8 y e e False\n",
1172 "xxxx 18 9 y d f False\n",
1173 "xxxx 18 10 y h w False\n",
1174 "xxxx 18 11 y h y False\n",
1175 "xxxx 18 12 y g u False\n",
1176 "xxxx 18 13 y e d False\n",
1177 "xxxx 18 14 y f g False\n",
1178 "xxxx 18 15 y d h False\n",
1179 "xxxx 18 16 y g g False\n",
1180 "xxxx 18 17 y h g False\n",
1181 "xxxx 18 18 y g g False\n",
1182 "xxxx 18 19 y g y False\n",
1183 "seq1 18 20 y g y True\n",
1184 "seq1 19 0 u ! d False\n",
1185 "xxxx 19 1 u a h False\n",
1186 "xxxx 19 2 u c v False\n",
1187 "xxxx 19 3 u h u False\n",
1188 "xxxx 19 4 u e h False\n",
1189 "xxxx 19 5 u e g False\n",
1190 "xxxx 19 6 u f x False\n",
1191 "xxxx 19 7 u a e False\n",
1192 "xxxx 19 8 u e f False\n",
1193 "xxxx 19 9 u d w False\n",
1194 "xxxx 19 10 u h y False\n",
1195 "xxxx 19 11 u h u False\n",
1196 "xxxx 19 12 u g d False\n",
1197 "xxxx 19 13 u e g False\n",
1198 "xxxx 19 14 u f h False\n",
1199 "xxxx 19 15 u d g False\n",
1200 "xxxx 19 16 u g g False\n",
1201 "xxxx 19 17 u h g False\n",
1202 "xxxx 19 18 u g y False\n",
1203 "xxxx 19 19 u g y False\n",
1204 "seq1 19 20 u g u True\n",
1205 "seq1 20 0 z ! h False\n",
1206 "xxxx 20 1 z a v False\n",
1207 "xxxx 20 2 z c u False\n",
1208 "xxxx 20 3 z h h False\n",
1209 "xxxx 20 4 z e g False\n",
1210 "xxxx 20 5 z e x False\n",
1211 "xxxx 20 6 z f e False\n",
1212 "xxxx 20 7 z a f False\n",
1213 "xxxx 20 8 z e w False\n",
1214 "xxxx 20 9 z d y False\n",
1215 "xxxx 20 10 z h u False\n",
1216 "xxxx 20 11 z h d False\n",
1217 "xxxx 20 12 z g g False\n",
1218 "xxxx 20 13 z e h False\n",
1219 "xxxx 20 14 z f g False\n",
1220 "xxxx 20 15 z d g False\n",
1221 "xxxx 20 16 z g g False\n",
1222 "xxxx 20 17 z h y False\n",
1223 "xxxx 20 18 z g y False\n",
1224 "xxxx 20 19 z g u False\n",
1225 "seq1 20 20 z g z True\n",
1226 "T . . . . . . . . . . . . . . . . . . . .\n",
1227 "T T T . . . . . . . . . . . . . . . . . .\n",
1228 ". . T T T . . . . . . . . . . . . . . . .\n",
1229 ". . . . T T . . . . . . . . . . . . . . .\n",
1230 ". . . . . T T . . . . . . . . . . . . . .\n",
1231 ". . . . . . T . . . . . . . . . . . . . .\n",
1232 ". . . . . . T . . . . . . . . . . . . . .\n",
1233 ". . . . . . T . . . . . . . . . . . . . .\n",
1234 ". . . . . . T . . . . . . . . . . . . . .\n",
1235 ". . . . . . T . . . . . . . . . . . . . .\n",
1236 ". . . . . . T T T T T . . . . . . . . . .\n",
1237 ". . . . . . . . . . T . . . . . . . . . .\n",
1238 ". . . . . . . . . . T T T . . . . . . . .\n",
1239 ". . . . . . . . . . . . T T T . . . . . .\n",
1240 ". . . . . . . . . . . . . . T . . . . . .\n",
1241 ". . . . . . . . . . . . . . T . . . . . .\n",
1242 ". . . . . . . . . . . . . . T T T T T T T\n",
1243 ". . . . . . . . . . . . . . . . . . . . T\n",
1244 ". . . . . . . . . . . . . . . . . . . . T\n",
1245 ". . . . . . . . . . . . . . . . . . . . T\n",
1246 ". . . . . . . . . . . . . . . . . . . . T\n"
1247 ]
1248 }
1249 ],
1250 "source": [
1251 "v, bp, t = is_interleave(s2, s1, il, return_backpointers=True, return_table=True, debug=True)\n",
1252 "print(show_table(t))"
1253 ]
1254 },
1255 {
1256 "cell_type": "code",
1257 "execution_count": 22,
1258 "metadata": {},
1259 "outputs": [
1260 {
1261 "data": {
1262 "text/plain": [
1263 "'UacVheVeUfUVUXZUaedhVUhgXefWYUdghgggYYUZ'"
1264 ]
1265 },
1266 "execution_count": 22,
1267 "metadata": {},
1268 "output_type": "execute_result"
1269 }
1270 ],
1271 "source": [
1272 "show_backtrace(bp)"
1273 ]
1274 },
1275 {
1276 "cell_type": "code",
1277 "execution_count": 23,
1278 "metadata": {},
1279 "outputs": [
1280 {
1281 "name": "stdout",
1282 "output_type": "stream",
1283 "text": [
1284 "T . . . . . . . . . . . . . . . . . . . .\n",
1285 "T T T . . . . . . . . . . . . . . . . . .\n",
1286 ". . T T T . . . . . . . . . . . . . . . .\n",
1287 ". . . . T T . . . . . . . . . . . . . . .\n",
1288 ". . . . . T T . . . . . . . . . . . . . .\n",
1289 ". . . . . . T . . . . . . . . . . . . . .\n",
1290 ". . . . . . T . . . . . . . . . . . . . .\n",
1291 ". . . . . . T . . . . . . . . . . . . . .\n",
1292 ". . . . . . T . . . . . . . . . . . . . .\n",
1293 ". . . . . . T . . . . . . . . . . . . . .\n",
1294 ". . . . . . T T T T T . . . . . . . . . .\n",
1295 ". . . . . . . . . . T . . . . . . . . . .\n",
1296 ". . . . . . . . . . T T T . . . . . . . .\n",
1297 ". . . . . . . . . . . . T T T . . . . . .\n",
1298 ". . . . . . . . . . . . . . T . . . . . .\n",
1299 ". . . . . . . . . . . . . . T . . . . . .\n",
1300 ". . . . . . . . . . . . . . T T T T T T T\n",
1301 ". . . . . . . . . . . . . . . . . . . . T\n",
1302 ". . . . . . . . . . . . . . . . . . . . T\n",
1303 ". . . . . . . . . . . . . . . . . . . . T\n",
1304 ". . . . . . . . . . . . . . . . . . . . T\n",
1305 "UacVheVeUfUVUXZUaedhVUhgXefWYUdghgggYYUZ\n"
1306 ]
1307 },
1308 {
1309 "data": {
1310 "text/plain": [
1311 "True"
1312 ]
1313 },
1314 "execution_count": 23,
1315 "metadata": {},
1316 "output_type": "execute_result"
1317 }
1318 ],
1319 "source": [
1320 "v, bp, t = is_interleave(s2, s1, il, return_backpointers=True, return_table=True)\n",
1321 "print(show_table(t))\n",
1322 "print(show_backtrace(bp))\n",
1323 "v"
1324 ]
1325 },
1326 {
1327 "cell_type": "code",
1328 "execution_count": 24,
1329 "metadata": {},
1330 "outputs": [
1331 {
1332 "data": {
1333 "text/plain": [
1334 "('gfccbgegegaccfcgeehbgcafchgbfdfbggbcachfdfaccfbffb',\n",
1335 " 'accfcfbdaabcabbbegdfffhcgcefbddegghgfdgcgdcffcfdcd',\n",
1336 " 'acgcfcffbdcacbabcagbbbegegegadcfcffcgfeehbgchacfchggcbefbfddfbdggbegcgachhfgfdfdgcgdacccfbffcffbfdcd',\n",
1337 " 100)"
1338 ]
1339 },
1340 "execution_count": 24,
1341 "metadata": {},
1342 "output_type": "execute_result"
1343 }
1344 ],
1345 "source": [
1346 "s1 = make_string(50)\n",
1347 "s2 = make_string(50)\n",
1348 "il = interleave(s1, s2)\n",
1349 "s1, s2, il, len(il)"
1350 ]
1351 },
1352 {
1353 "cell_type": "code",
1354 "execution_count": 25,
1355 "metadata": {},
1356 "outputs": [
1357 {
1358 "name": "stdout",
1359 "output_type": "stream",
1360 "text": [
1361 "T . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .\n",
1362 "T . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .\n",
1363 "T T . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .\n",
1364 ". T T T . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .\n",
1365 ". T . T . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .\n",
1366 ". T T . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .\n",
1367 ". T T . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .\n",
1368 ". . T . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .\n",
1369 ". . T T . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .\n",
1370 ". . . T T T . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .\n",
1371 ". . . . . T . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .\n",
1372 ". . . . . T . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .\n",
1373 ". . . . . T . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .\n",
1374 ". . . . . T T . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .\n",
1375 ". . . . . . T . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .\n",
1376 ". . . . . . T . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .\n",
1377 ". . . . . . T T T T T . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .\n",
1378 ". . . . . . T . T . T . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .\n",
1379 ". . . . . . T T T T T T . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .\n",
1380 ". . . . . . . . . . . T T . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .\n",
1381 ". . . . . . . . . . . . T T T . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .\n",
1382 ". . . . . . . . . . . . . T T T T . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .\n",
1383 ". . . . . . . . . . . . . T . . T T T T T T T . . . . . . . . . . . . . . . . . . . . . . . . . . . .\n",
1384 ". . . . . . . . . . . . . . . . . . T . . . T T . . . . . . . . . . . . . . . . . . . . . . . . . . .\n",
1385 ". . . . . . . . . . . . . . . . . . . . . . . T T T T T . . . . . . . . . . . . . . . . . . . . . . .\n",
1386 ". . . . . . . . . . . . . . . . . . . . . . . . . . T T . . . . . . . . . . . . . . . . . . . . . . .\n",
1387 ". . . . . . . . . . . . . . . . . . . . . . . . . . . T T . . . . . . . . . . . . . . . . . . . . . .\n",
1388 ". . . . . . . . . . . . . . . . . . . . . . . . . . . . T T . . . . . . . . . . . . . . . . . . . . .\n",
1389 ". . . . . . . . . . . . . . . . . . . . . . . . . . . . T . . . . . . . . . . . . . . . . . . . . . .\n",
1390 ". . . . . . . . . . . . . . . . . . . . . . . . . . . . T T T . . . . . . . . . . . . . . . . . . . .\n",
1391 ". . . . . . . . . . . . . . . . . . . . . . . . . . . . . T T T T . . . . . . . . . . . . . . . . . .\n",
1392 ". . . . . . . . . . . . . . . . . . . . . . . . . . . . . T . . T T T T . . . . . . . . . . . . . . .\n",
1393 ". . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . T . . . . . . . . . . . . . . .\n",
1394 ". . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . T T . . . . . . . . . . . . . .\n",
1395 ". . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . T T T T . . . . . . . . . . .\n",
1396 ". . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . T T T . . . . . . . . . .\n",
1397 ". . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . T . . . . . . . . . .\n",
1398 ". . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . T T T . . . . . . . .\n",
1399 ". . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . T . T . . . . . . . .\n",
1400 ". . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . T . . . . . . . .\n",
1401 ". . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . T . . . . . . . .\n",
1402 ". . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . T . . . . . . . .\n",
1403 ". . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . T T T T . . . . .\n",
1404 ". . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . T T T T T T T .\n",
1405 ". . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . T . T T . .\n",
1406 ". . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . T . . .\n",
1407 ". . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . T T T T\n",
1408 ". . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . T T . T\n",
1409 ". . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . T\n",
1410 ". . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . T\n",
1411 ". . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . T\n",
1412 "ACgCFCfFBDcAcbABCAgBBBegegEGaDcFcfFcgFeehbgcHaCfchgGCbEFBfdDfbDggbEGcGachHfGFdfDGCGDaccCfbFFCffbFDCD\n"
1413 ]
1414 },
1415 {
1416 "data": {
1417 "text/plain": [
1418 "True"
1419 ]
1420 },
1421 "execution_count": 25,
1422 "metadata": {},
1423 "output_type": "execute_result"
1424 }
1425 ],
1426 "source": [
1427 "v, bp, t = is_interleave(s2, s1, il, return_backpointers=True, return_table=True)\n",
1428 "print(show_table(t))\n",
1429 "print(show_backtrace(bp))\n",
1430 "v"
1431 ]
1432 },
1433 {
1434 "cell_type": "code",
1435 "execution_count": 26,
1436 "metadata": {},
1437 "outputs": [
1438 {
1439 "name": "stdout",
1440 "output_type": "stream",
1441 "text": [
1442 "1000 loops, best of 3: 1.25 ms per loop\n"
1443 ]
1444 }
1445 ],
1446 "source": [
1447 "%%timeit\n",
1448 "is_interleave(s2, s1, il)"
1449 ]
1450 },
1451 {
1452 "cell_type": "code",
1453 "execution_count": 27,
1454 "metadata": {},
1455 "outputs": [
1456 {
1457 "name": "stdout",
1458 "output_type": "stream",
1459 "text": [
1460 "T T T . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .\n",
1461 ". . T T T T T . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .\n",
1462 ". . . T . T T T T . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .\n",
1463 ". . . T T . . . T T . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .\n",
1464 ". . . . . . . . . T . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .\n",
1465 ". . . . . . . . . T T T T T . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .\n",
1466 ". . . . . . . . . . . . . T T T T T T . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .\n",
1467 ". . . . . . . . . . . . . . . . T . T . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .\n",
1468 ". . . . . . . . . . . . . . . . T T T . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .\n",
1469 ". . . . . . . . . . . . . . . . T . T . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .\n",
1470 ". . . . . . . . . . . . . . . . T T T . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .\n",
1471 ". . . . . . . . . . . . . . . . . . T T . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .\n",
1472 ". . . . . . . . . . . . . . . . . . . T T . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .\n",
1473 ". . . . . . . . . . . . . . . . . . . . T T T . . . . . . . . . . . . . . . . . . . . . . . . . . . .\n",
1474 ". . . . . . . . . . . . . . . . . . . . T T . . . . . . . . . . . . . . . . . . . . . . . . . . . . .\n",
1475 ". . . . . . . . . . . . . . . . . . . . . T . . . . . . . . . . . . . . . . . . . . . . . . . . . . .\n",
1476 ". . . . . . . . . . . . . . . . . . . . . T T . . . . . . . . . . . . . . . . . . . . . . . . . . . .\n",
1477 ". . . . . . . . . . . . . . . . . . . . . . T . . . . . . . . . . . . . . . . . . . . . . . . . . . .\n",
1478 ". . . . . . . . . . . . . . . . . . . . . . T T . . . . . . . . . . . . . . . . . . . . . . . . . . .\n",
1479 ". . . . . . . . . . . . . . . . . . . . . . T . . . . . . . . . . . . . . . . . . . . . . . . . . . .\n",
1480 ". . . . . . . . . . . . . . . . . . . . . . T . . . . . . . . . . . . . . . . . . . . . . . . . . . .\n",
1481 ". . . . . . . . . . . . . . . . . . . . . . T . . . . . . . . . . . . . . . . . . . . . . . . . . . .\n",
1482 ". . . . . . . . . . . . . . . . . . . . . . T T . . . . . . . . . . . . . . . . . . . . . . . . . . .\n",
1483 ". . . . . . . . . . . . . . . . . . . . . . . T T . . . . . . . . . . . . . . . . . . . . . . . . . .\n",
1484 ". . . . . . . . . . . . . . . . . . . . . . . . T . . . . . . . . . . . . . . . . . . . . . . . . . .\n",
1485 ". . . . . . . . . . . . . . . . . . . . . . . . T . . . . . . . . . . . . . . . . . . . . . . . . . .\n",
1486 ". . . . . . . . . . . . . . . . . . . . . . . . T T . . . . . . . . . . . . . . . . . . . . . . . . .\n",
1487 ". . . . . . . . . . . . . . . . . . . . . . . . T T T . . . . . . . . . . . . . . . . . . . . . . . .\n",
1488 ". . . . . . . . . . . . . . . . . . . . . . . . . . T T T T . . . . . . . . . . . . . . . . . . . . .\n",
1489 ". . . . . . . . . . . . . . . . . . . . . . . . . . . T . T T T . . . . . . . . . . . . . . . . . . .\n",
1490 ". . . . . . . . . . . . . . . . . . . . . . . . . . . . . T T . . . . . . . . . . . . . . . . . . . .\n",
1491 ". . . . . . . . . . . . . . . . . . . . . . . . . . . . . . T . . . . . . . . . . . . . . . . . . . .\n",
1492 ". . . . . . . . . . . . . . . . . . . . . . . . . . . . . . T T . . . . . . . . . . . . . . . . . . .\n",
1493 ". . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . T . . . . . . . . . . . . . . . . . . .\n",
1494 ". . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . T . . . . . . . . . . . . . . . . . . .\n",
1495 ". . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . T T T . . . . . . . . . . . . . . . . .\n",
1496 ". . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . T T . . . . . . . . . . . . . . . .\n",
1497 ". . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . T . . . . . . . . . . . . . . . .\n",
1498 ". . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . T T . . . . . . . . . . . . . . .\n",
1499 ". . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . T T . . . . . . . . . . . . . . .\n",
1500 ". . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . T T T T . . . . . . . . . . . .\n",
1501 ". . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . T . . . . . . . . . . . . .\n",
1502 ". . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . T T T T T T . . . . . . . .\n",
1503 ". . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . T T . . . . . . .\n",
1504 ". . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . T T . . . . . . .\n",
1505 ". . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . T T T . . . . . .\n",
1506 ". . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . T . . . . . . .\n",
1507 ". . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . T T T T T . . .\n",
1508 ". . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . T T . T T . . .\n",
1509 ". . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . T . . T . . . .\n",
1510 ". . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . T T T T T\n",
1511 "acGcfcfFbdCaCBabcaGbbbegEGEGAdCfCfFCGfEEHBGChAcFCHgGcBefbFdDFBdGGBegCgAChHFgfDFdgcgdAcCCFBffcFFBfdcd\n"
1512 ]
1513 },
1514 {
1515 "data": {
1516 "text/plain": [
1517 "True"
1518 ]
1519 },
1520 "execution_count": 27,
1521 "metadata": {},
1522 "output_type": "execute_result"
1523 }
1524 ],
1525 "source": [
1526 "v, bp, t = is_interleave(s1, s2, il, return_backpointers=True, return_table=True)\n",
1527 "print(show_table(t))\n",
1528 "print(show_backtrace(bp))\n",
1529 "v"
1530 ]
1531 },
1532 {
1533 "cell_type": "code",
1534 "execution_count": 28,
1535 "metadata": {},
1536 "outputs": [
1537 {
1538 "data": {
1539 "text/plain": [
1540 "True"
1541 ]
1542 },
1543 "execution_count": 28,
1544 "metadata": {},
1545 "output_type": "execute_result"
1546 }
1547 ],
1548 "source": [
1549 "show_backtrace(bp).lower() == il"
1550 ]
1551 },
1552 {
1553 "cell_type": "code",
1554 "execution_count": 29,
1555 "metadata": {},
1556 "outputs": [
1557 {
1558 "data": {
1559 "text/plain": [
1560 "('adadhfgacgbahfchffghdfffcfcdccchedahggdffhgbacghbe', False, False)"
1561 ]
1562 },
1563 "execution_count": 29,
1564 "metadata": {},
1565 "output_type": "execute_result"
1566 }
1567 ],
1568 "source": [
1569 "s3 = make_string(50)\n",
1570 "s3, is_interleave(s1, s3, il), is_interleave(s2, s3, il)"
1571 ]
1572 },
1573 {
1574 "cell_type": "code",
1575 "execution_count": 30,
1576 "metadata": {},
1577 "outputs": [
1578 {
1579 "name": "stdout",
1580 "output_type": "stream",
1581 "text": [
1582 "T T . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .\n",
1583 ". . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .\n",
1584 ". . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .\n",
1585 ". . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .\n",
1586 ". . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .\n",
1587 ". . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .\n",
1588 ". . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .\n",
1589 ". . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .\n",
1590 ". . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .\n",
1591 ". . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .\n",
1592 ". . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .\n",
1593 ". . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .\n",
1594 ". . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .\n",
1595 ". . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .\n",
1596 ". . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .\n",
1597 ". . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .\n",
1598 ". . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .\n",
1599 ". . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .\n",
1600 ". . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .\n",
1601 ". . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .\n",
1602 ". . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .\n",
1603 ". . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .\n",
1604 ". . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .\n",
1605 ". . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .\n",
1606 ". . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .\n",
1607 ". . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .\n",
1608 ". . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .\n",
1609 ". . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .\n",
1610 ". . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .\n",
1611 ". . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .\n",
1612 ". . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .\n",
1613 ". . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .\n",
1614 ". . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .\n",
1615 ". . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .\n",
1616 ". . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .\n",
1617 ". . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .\n",
1618 ". . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .\n",
1619 ". . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .\n",
1620 ". . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .\n",
1621 ". . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .\n",
1622 ". . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .\n",
1623 ". . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .\n",
1624 ". . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .\n",
1625 ". . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .\n",
1626 ". . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .\n",
1627 ". . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .\n",
1628 ". . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .\n",
1629 ". . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .\n",
1630 ". . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .\n",
1631 ". . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .\n",
1632 ". . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .\n",
1633 "a\n"
1634 ]
1635 },
1636 {
1637 "data": {
1638 "text/plain": [
1639 "False"
1640 ]
1641 },
1642 "execution_count": 30,
1643 "metadata": {},
1644 "output_type": "execute_result"
1645 }
1646 ],
1647 "source": [
1648 "v, bp, t = is_interleave(s1, s3, il, return_backpointers=True, return_table=True)\n",
1649 "print(show_table(t))\n",
1650 "print(show_backtrace(bp))\n",
1651 "v"
1652 ]
1653 },
1654 {
1655 "cell_type": "markdown",
1656 "metadata": {},
1657 "source": [
1658 "## Example"
1659 ]
1660 },
1661 {
1662 "cell_type": "code",
1663 "execution_count": 31,
1664 "metadata": {
1665 "collapsed": true
1666 },
1667 "outputs": [],
1668 "source": [
1669 "def show_annotated_table(table, bps):\n",
1670 " return '\\n'.join(' '.join('*' if (i, j) == (0, 0) else bps[i, j][2] if table[i, j] else '.' for j in sorted(set([k[1] for k in table])))\n",
1671 " for i in sorted(set([k[0] for k in table])))"
1672 ]
1673 },
1674 {
1675 "cell_type": "code",
1676 "execution_count": 32,
1677 "metadata": {
1678 "collapsed": true
1679 },
1680 "outputs": [],
1681 "source": [
1682 "def show_backtrace_star(bps):\n",
1683 " i = max([0] + [k[0] for k in bps])\n",
1684 " j = max([0] + [k[1] for k in bps])\n",
1685 " chars = ''\n",
1686 " stars = ''\n",
1687 " if (i, j) in bps:\n",
1688 " while i != 0 or j != 0:\n",
1689 " chars += bps[i, j][2]\n",
1690 " if bps[i, j][3] == 'seq1':\n",
1691 " stars += '*'\n",
1692 " else:\n",
1693 " stars += ' '\n",
1694 " i, j = bps[i, j][0], bps[i, j][1] \n",
1695 " return ''.join(list(reversed(chars))) + '\\n' + ''.join(list(reversed(stars)))\n",
1696 " else:\n",
1697 " return ''"
1698 ]
1699 },
1700 {
1701 "cell_type": "code",
1702 "execution_count": 33,
1703 "metadata": {},
1704 "outputs": [
1705 {
1706 "data": {
1707 "text/plain": [
1708 "('badbbdcadc', 'bdaadcadab', 'bdabaadbdcbadcaddacb', 20)"
1709 ]
1710 },
1711 "execution_count": 33,
1712 "metadata": {},
1713 "output_type": "execute_result"
1714 }
1715 ],
1716 "source": [
1717 "s1 = make_string(10, alphabet='abcd')\n",
1718 "s2 = make_string(10, alphabet='abcd')\n",
1719 "s3 = make_string(10, alphabet='abcd')\n",
1720 "il = interleave(s1, s2)\n",
1721 "s1, s2, il, len(il)"
1722 ]
1723 },
1724 {
1725 "cell_type": "code",
1726 "execution_count": 34,
1727 "metadata": {},
1728 "outputs": [
1729 {
1730 "name": "stdout",
1731 "output_type": "stream",
1732 "text": [
1733 "* b d a . . . . . . .\n",
1734 "b . . b a . . . . . .\n",
1735 ". . . a a d . . . . .\n",
1736 ". . . . d . . . . . .\n",
1737 ". . . . b d c . . . .\n",
1738 ". . . . . . b a d . .\n",
1739 ". . . . . . . d . . .\n",
1740 ". . . . . . . c . . .\n",
1741 ". . . . . . . a d . .\n",
1742 ". . . . . . . d d a .\n",
1743 ". . . . . . . . . c b\n",
1744 "bdaBaADBdcBaDCAdDaCb\n",
1745 "bdabaadbdcbadcaddacb\n",
1746 " * *** * *** * * \n"
1747 ]
1748 },
1749 {
1750 "data": {
1751 "text/plain": [
1752 "True"
1753 ]
1754 },
1755 "execution_count": 34,
1756 "metadata": {},
1757 "output_type": "execute_result"
1758 }
1759 ],
1760 "source": [
1761 "v, bp, t = is_interleave(s1, s2, il, return_backpointers=True, return_table=True)\n",
1762 "print(show_annotated_table(t, bp))\n",
1763 "print(show_backtrace(bp))\n",
1764 "print(show_backtrace_star(bp))\n",
1765 "v"
1766 ]
1767 },
1768 {
1769 "cell_type": "code",
1770 "execution_count": 35,
1771 "metadata": {},
1772 "outputs": [
1773 {
1774 "name": "stdout",
1775 "output_type": "stream",
1776 "text": [
1777 "* b . . . . . . . . .\n",
1778 "b . . . . . . . . . .\n",
1779 "d . . . . . . . . . .\n",
1780 "a b a . . . . . . . .\n",
1781 ". a a d b . . . . . .\n",
1782 ". . d . d . . . . . .\n",
1783 ". . . . c b . . . . .\n",
1784 ". . . . . a d c a d .\n",
1785 ". . . . . d . . d d .\n",
1786 ". . . . . . . . . a c\n",
1787 ". . . . . . . . . . b\n",
1788 "BDAbaAdbDCbAdcadDAcB\n",
1789 "bdabaadbdcbadcaddacb\n",
1790 "*** * ** * ** *\n"
1791 ]
1792 },
1793 {
1794 "data": {
1795 "text/plain": [
1796 "True"
1797 ]
1798 },
1799 "execution_count": 35,
1800 "metadata": {},
1801 "output_type": "execute_result"
1802 }
1803 ],
1804 "source": [
1805 "v, bp, t = is_interleave(s2, s1, il, return_backpointers=True, return_table=True)\n",
1806 "print(show_annotated_table(t, bp))\n",
1807 "print(show_backtrace(bp))\n",
1808 "print(show_backtrace_star(bp))\n",
1809 "v"
1810 ]
1811 },
1812 {
1813 "cell_type": "code",
1814 "execution_count": 36,
1815 "metadata": {},
1816 "outputs": [
1817 {
1818 "name": "stdout",
1819 "output_type": "stream",
1820 "text": [
1821 "* . . . . . . . . . .\n",
1822 "b . . . . . . . . . .\n",
1823 ". . . . . . . . . . .\n",
1824 ". . . . . . . . . . .\n",
1825 ". . . . . . . . . . .\n",
1826 ". . . . . . . . . . .\n",
1827 ". . . . . . . . . . .\n",
1828 ". . . . . . . . . . .\n",
1829 ". . . . . . . . . . .\n",
1830 ". . . . . . . . . . .\n",
1831 ". . . . . . . . . . .\n",
1832 "B\n",
1833 "b\n",
1834 "*\n"
1835 ]
1836 },
1837 {
1838 "data": {
1839 "text/plain": [
1840 "False"
1841 ]
1842 },
1843 "execution_count": 36,
1844 "metadata": {},
1845 "output_type": "execute_result"
1846 }
1847 ],
1848 "source": [
1849 "v, bp, t = is_interleave(s1, s3, il, return_backpointers=True, return_table=True)\n",
1850 "print(show_annotated_table(t, bp))\n",
1851 "print(show_backtrace(bp))\n",
1852 "print(show_backtrace_star(bp))\n",
1853 "v"
1854 ]
1855 },
1856 {
1857 "cell_type": "code",
1858 "execution_count": 37,
1859 "metadata": {},
1860 "outputs": [
1861 {
1862 "name": "stdout",
1863 "output_type": "stream",
1864 "text": [
1865 "* . . . . . . . . . .\n",
1866 "b . . . . . . . . . .\n",
1867 "d a . . . . . . . . .\n",
1868 "a . . . . . . . . . .\n",
1869 ". . . . . . . . . . .\n",
1870 ". . . . . . . . . . .\n",
1871 ". . . . . . . . . . .\n",
1872 ". . . . . . . . . . .\n",
1873 ". . . . . . . . . . .\n",
1874 ". . . . . . . . . . .\n",
1875 ". . . . . . . . . . .\n",
1876 "\n",
1877 "\n"
1878 ]
1879 },
1880 {
1881 "data": {
1882 "text/plain": [
1883 "False"
1884 ]
1885 },
1886 "execution_count": 37,
1887 "metadata": {},
1888 "output_type": "execute_result"
1889 }
1890 ],
1891 "source": [
1892 "v, bp, t = is_interleave(s2, s3, il, return_backpointers=True, return_table=True)\n",
1893 "print(show_annotated_table(t, bp))\n",
1894 "print(show_backtrace(bp))\n",
1895 "print(show_backtrace_star(bp))\n",
1896 "v"
1897 ]
1898 },
1899 {
1900 "cell_type": "code",
1901 "execution_count": null,
1902 "metadata": {
1903 "collapsed": true
1904 },
1905 "outputs": [],
1906 "source": []
1907 }
1908 ],
1909 "metadata": {
1910 "kernelspec": {
1911 "display_name": "Python 3",
1912 "language": "python",
1913 "name": "python3"
1914 },
1915 "language_info": {
1916 "codemirror_mode": {
1917 "name": "ipython",
1918 "version": 3
1919 },
1920 "file_extension": ".py",
1921 "mimetype": "text/x-python",
1922 "name": "python",
1923 "nbconvert_exporter": "python",
1924 "pygments_lexer": "ipython3",
1925 "version": "3.5.2+"
1926 }
1927 },
1928 "nbformat": 4,
1929 "nbformat_minor": 1
1930 }