1 1 |
1 1 |
2 00:00:06,020 --> 00:00:09,945 |
2 00:00:06,020 --> 00:00:09,945 |
3 They come back after |
3 Welcome back. After |
4 this disappointment |
4 this disappointment |
5 |
5 |
6 2 |
6 2 |
7 00:00:09,945 --> 00:00:14,115 |
7 00:00:09,945 --> 00:00:14,115 |
8 and case of over promising |
8 and case of over-promising |
9 and under achieving. |
9 and under-achieving, |
10 |
10 |
11 3 |
11 3 |
12 00:00:14,115 --> 00:00:17,295 |
12 00:00:14,115 --> 00:00:17,295 |
13 Let's have a look whether |
13 let's have a look whether |
14 we can recover from that. |
14 we can recover from that. |
15 |
15 |
16 4 |
16 4 |
17 00:00:17,295 --> 00:00:20,535 |
17 00:00:17,295 --> 00:00:20,535 |
18 So here's one problem. |
18 So here's one problem. |
19 |
19 |
20 5 |
20 5 |
21 00:00:20,535 --> 00:00:23,790 |
21 00:00:20,535 --> 00:00:23,790 |
22 Then we looked at this end |
22 When we looked at this |
23 times vk expression and |
23 n-times regular expression, we |
24 |
24 |
25 6 |
25 6 |
26 00:00:23,790 --> 00:00:27,330 |
26 00:00:23,790 --> 00:00:27,330 |
27 be able to represent |
27 were not able to represent |
28 that directly. |
28 that directly. |
29 |
29 |
30 7 |
30 7 |
31 00:00:27,330 --> 00:00:31,275 |
31 00:00:27,330 --> 00:00:31,275 |
32 We had two represented as a |
32 We had to represent it as a |
33 sequence record expression. |
33 sequence regular expression. |
34 |
34 |
35 8 |
35 8 |
36 00:00:31,275 --> 00:00:32,850 |
36 00:00:31,275 --> 00:00:32,850 |
37 So we expanded it. |
37 So we expanded it. |
38 |
38 |
39 9 |
39 9 |
40 00:00:32,850 --> 00:00:36,510 |
40 00:00:32,850 --> 00:00:36,510 |
41 So times one would be just a, |
41 So times-one would be just a, |
42 |
42 |
43 10 |
43 10 |
44 00:00:36,510 --> 00:00:40,595 |
44 00:00:36,510 --> 00:00:40,595 |
45 t, times two would |
45 times-two would |
46 be a, and so on. |
46 be a o a, and so on. |
47 |
47 |
48 11 |
48 11 |
49 00:00:40,595 --> 00:00:43,535 |
49 00:00:40,595 --> 00:00:43,535 |
50 And so you can see if |
50 And so you can see if |
51 you go already to 13, |
51 you go already to 13, |
52 |
52 |
53 12 |
53 12 |
54 00:00:43,535 --> 00:00:47,960 |
54 00:00:43,535 --> 00:00:47,960 |
55 N equals 13, the record |
55 n equals 13, the regular |
56 expression becomes quite large. |
56 expression becomes quite large. |
57 |
57 |
58 13 |
58 13 |
59 00:00:47,960 --> 00:00:52,865 |
59 00:00:47,960 --> 00:00:52,865 |
60 And now the functions |
60 And now the functions |
61 nullable and also derivative. |
61 nullable and also derivative, |
62 |
62 |
63 14 |
63 14 |
64 00:00:52,865 --> 00:00:56,360 |
64 00:00:52,865 --> 00:00:56,360 |
65 They need to traverse |
65 they need to traverse |
66 this reg expression. |
66 this regular expression. |
67 |
67 |
68 15 |
68 15 |
69 00:00:56,360 --> 00:00:59,060 |
69 00:00:56,360 --> 00:00:59,060 |
70 Remember this tree in sometimes |
70 Remember this tree, sometimes, |
71 |
71 |
72 16 |
72 16 |
73 00:00:59,060 --> 00:01:01,820 |
73 00:00:59,060 --> 00:01:01,820 |
74 they have to traverse |
74 they have to traverse |
75 that even several times. |
75 that even several times. |
80 down the algorithm. |
80 down the algorithm. |
81 |
81 |
82 18 |
82 18 |
83 00:01:04,535 --> 00:01:08,150 |
83 00:01:04,535 --> 00:01:08,150 |
84 And in particular, because |
84 And in particular, because |
85 our first reg expression was |
85 our first regular expression was |
86 |
86 |
87 19 |
87 19 |
88 00:01:08,150 --> 00:01:11,840 |
88 00:01:08,150 --> 00:01:11,840 |
89 actually not just a bot |
89 actually not just a, but |
90 a plus one. So b hat. |
90 a + 1. So we had |
91 |
91 |
92 20 |
92 20 |
93 00:01:11,840 --> 00:01:14,330 |
93 00:01:11,840 --> 00:01:14,330 |
94 In the case of 13, |
94 in the case of 13, |
95 we had a plus one, |
95 we had a + 1, a + 1,... |
96 |
96 |
97 21 |
97 21 |
98 00:01:14,330 --> 00:01:17,330 |
98 00:01:14,330 --> 00:01:17,330 |
99 a plus one a plus born 13 times. |
99 a + 1... 13 times. |
100 |
100 |
101 22 |
101 22 |
102 00:01:17,330 --> 00:01:20,150 |
102 00:01:17,330 --> 00:01:20,150 |
103 And this reg |
103 And this regular |
104 expression just grows, |
104 expression just grows |
105 |
105 |
106 23 |
106 23 |
107 00:01:20,150 --> 00:01:25,475 |
107 00:01:20,150 --> 00:01:25,475 |
108 stay in number n. Just to |
108 with the number n. Just to |
109 show you this also encode, |
109 show you this also in code, |
110 |
110 |
111 24 |
111 24 |
112 00:01:25,475 --> 00:01:28,115 |
112 00:01:25,475 --> 00:01:28,115 |
113 I'm Stern, This File rewarm |
113 I'm in the file re1.sc, |
114 |
114 |
115 25 |
115 25 |
116 00:01:28,115 --> 00:01:30,920 |
116 00:01:28,115 --> 00:01:30,920 |
117 and D and I have a size function. |
117 and in the end I have a size function. |
118 |
118 |
119 26 |
119 26 |
120 00:01:30,920 --> 00:01:33,140 |
120 00:01:30,920 --> 00:01:33,140 |
121 The size function takes |
121 The size function takes |
122 a regular expression as |
122 a regular expression as |
123 |
123 |
124 27 |
124 27 |
125 00:01:33,140 --> 00:01:36,215 |
125 00:01:33,140 --> 00:01:36,215 |
126 argument and produces in teacher. |
126 argument and produces an integer. |
127 |
127 |
128 28 |
128 28 |
129 00:01:36,215 --> 00:01:39,980 |
129 00:01:36,215 --> 00:01:39,980 |
130 And essentially it takes |
130 And essentially it takes |
131 this rec expression scene as |
131 this regular expression, seen as |
132 |
132 |
133 29 |
133 29 |
134 00:01:39,980 --> 00:01:44,045 |
134 00:01:39,980 --> 00:01:44,045 |
135 a tree and count how many |
135 a tree and counts how many |
136 nodes are in this tree. |
136 nodes there are in this tree. |
137 |
137 |
138 30 |
138 30 |
139 00:01:44,045 --> 00:01:49,490 |
139 00:01:44,045 --> 00:01:49,490 |
140 And so if I take this even |
140 And so if I take this EVIL1 |
141 one reg expression, this one, |
141 regular expression, this one, |
142 |
142 |
143 31 |
143 31 |
144 00:01:49,490 --> 00:01:52,160 |
144 00:01:49,490 --> 00:01:52,160 |
145 and increase now this n. So you |
145 and increase now this n. So you |
146 |
146 |
147 32 |
147 32 |
148 00:01:52,160 --> 00:01:54,680 |
148 00:01:52,160 --> 00:01:54,680 |
149 can already see |
149 can already see |
150 for any cross one, |
150 for n = 1, |
151 |
151 |
152 33 |
152 33 |
153 00:01:54,680 --> 00:01:56,540 |
153 00:01:54,680 --> 00:01:56,540 |
154 the size of this |
154 the size of this |
155 record expression is |
155 record expression is 5 |
156 |
156 |
157 34 |
157 34 |
158 00:01:56,540 --> 00:01:59,615 |
158 00:01:56,540 --> 00:01:59,615 |
159 five and you see it |
159 and you see it |
160 slowly increases. |
160 slowly increases. |
161 |
161 |
162 35 |
162 35 |
163 00:01:59,615 --> 00:02:02,150 |
163 00:01:59,615 --> 00:02:02,150 |
164 And this 20 n equals 20. |
164 And this 20, i.e. n = 20, |
165 |
165 |
166 36 |
166 36 |
167 00:02:02,150 --> 00:02:07,100 |
167 00:02:02,150 --> 00:02:07,100 |
168 The size of this record |
168 the size of this regular |
169 expression is SMOW already a 119. |
169 expression is now already 119. |
170 |
170 |
171 37 |
171 37 |
172 00:02:07,100 --> 00:02:10,145 |
172 00:02:07,100 --> 00:02:10,145 |
173 So now the interesting |
173 The interesting |
174 line as this one. |
174 line is this one. |
175 |
175 |
176 38 |
176 38 |
177 00:02:10,145 --> 00:02:13,295 |
177 00:02:10,145 --> 00:02:13,295 |
178 Remember it when we |
178 Remember, when we |
179 built the derivative, |
179 built the derivative, |
180 |
180 |
181 39 |
181 39 |
182 00:02:13,295 --> 00:02:17,150 |
182 00:02:13,295 --> 00:02:17,150 |
183 very often parts of a reg |
183 very often parts of a regular |
184 expression gets copied. |
184 expression gets copied. |
185 |
185 |
186 40 |
186 40 |
187 00:02:17,150 --> 00:02:19,280 |
187 00:02:17,150 --> 00:02:19,280 |
188 So if you have like EVA, |
188 So if you have like EVIL1 |
189 |
189 |
190 41 |
190 41 |
191 00:02:19,280 --> 00:02:22,325 |
191 00:02:19,280 --> 00:02:22,325 |
192 one of 2019 nodes, |
192 of 20, and you have 119 nodes, |
193 |
193 |
194 42 |
194 42 |
195 00:02:22,325 --> 00:02:25,475 |
195 00:02:22,325 --> 00:02:25,475 |
196 now this will be often copied. |
196 now this will be often copied. |
197 |
197 |
198 43 |
198 43 |
199 00:02:25,475 --> 00:02:31,475 |
199 00:02:25,475 --> 00:02:31,475 |
200 And we want to see what's the |
200 And we want to see what's the |
201 resulting tree look like, |
201 resulting tree look like, i.e. |
202 |
202 |
203 44 |
203 44 |
204 00:02:31,475 --> 00:02:32,780 |
204 00:02:31,475 --> 00:02:32,780 |
205 how many nodes it has. |
205 how many nodes does it have. |
206 |
206 |
207 45 |
207 45 |
208 00:02:32,780 --> 00:02:34,985 |
208 00:02:32,780 --> 00:02:34,985 |
209 So I take here either one of 20 |
209 So I take here EVIL1 of 20 |
210 |
210 |
211 46 |
211 46 |
212 00:02:34,985 --> 00:02:38,405 |
212 00:02:34,985 --> 00:02:38,405 |
213 and the derivative |
213 and the derivative |
214 according to 20 a's. |
214 according to 20 a's. |
255 00:03:03,860 --> 00:03:06,350 |
255 00:03:03,860 --> 00:03:06,350 |
256 this explosion problem is to |
256 this explosion problem is to |
257 |
257 |
258 56 |
258 56 |
259 00:03:06,350 --> 00:03:09,050 |
259 00:03:06,350 --> 00:03:09,050 |
260 have an explicit and |
260 have an explicit |
261 times reg expression. |
261 n-times regular expression. |
262 |
262 |
263 57 |
263 57 |
264 00:03:09,050 --> 00:03:11,600 |
264 00:03:09,050 --> 00:03:11,600 |
265 So instead of expanding |
265 So instead of expanding |
266 |
266 |
267 58 |
267 58 |
268 00:03:11,600 --> 00:03:13,415 |
268 00:03:11,600 --> 00:03:13,415 |
269 it to the sequence |
269 it to the sequence |
270 reg expression, |
270 regular expression, |
271 |
271 |
272 59 |
272 59 |
273 00:03:13,415 --> 00:03:17,510 |
273 00:03:13,415 --> 00:03:17,510 |
274 let's just have a single |
274 let's just have a single |
275 wreck expression and times, |
275 regular expression n-times, |
276 |
276 |
277 60 |
277 60 |
278 00:03:17,510 --> 00:03:20,540 |
278 00:03:17,510 --> 00:03:20,540 |
279 which takes an expression and |
279 which takes an expression and |
280 |
280 |
281 61 |
281 61 |
282 00:03:20,540 --> 00:03:24,470 |
282 00:03:20,540 --> 00:03:24,470 |
283 a number and keeps that |
283 a number, and keeps that |
284 regular expression Small. |
284 regular expression small. |
285 |
285 |
286 62 |
286 62 |
287 00:03:24,470 --> 00:03:27,095 |
287 00:03:24,470 --> 00:03:27,095 |
288 I'm here in the fire V2, |
288 I'm here in the file re2.sc, |
289 |
289 |
290 63 |
290 63 |
291 00:03:27,095 --> 00:03:29,090 |
291 00:03:27,095 --> 00:03:29,090 |
292 which is also on Keats. |
292 which is also on KEATS. |
293 |
293 |
294 64 |
294 64 |
295 00:03:29,090 --> 00:03:32,570 |
295 00:03:29,090 --> 00:03:32,570 |
296 And the only change I made |
296 And the only change I made |
297 is I added explicitly |
297 is I added explicitly |
298 |
298 |
299 65 |
299 65 |
300 00:03:32,570 --> 00:03:33,860 |
300 00:03:32,570 --> 00:03:33,860 |
301 a wrecker expression for |
301 a regular expression for |
302 |
302 |
303 66 |
303 66 |
304 00:03:33,860 --> 00:03:36,770 |
304 00:03:33,860 --> 00:03:36,770 |
305 N times the optional |
305 n-times. The optional |
306 reg expression. |
306 regular expression |
307 |
307 |
308 67 |
308 67 |
309 00:03:36,770 --> 00:03:39,920 |
309 00:03:36,770 --> 00:03:39,920 |
310 Very leaf out at the |
310 we leave out at the |
311 moment because this a |
311 moment because this a? |
312 |
312 |
313 68 |
313 68 |
314 00:03:39,920 --> 00:03:41,975 |
314 00:03:39,920 --> 00:03:41,975 |
315 optional is represented as |
315 is represented as |
316 |
316 |
317 69 |
317 69 |
318 00:03:41,975 --> 00:03:44,645 |
318 00:03:41,975 --> 00:03:44,645 |
319 a plus one and doesn't |
319 a + 1 and doesn't |
320 explain too much. |
320 expand too much. |
321 |
321 |
322 70 |
322 70 |
323 00:03:44,645 --> 00:03:47,375 |
323 00:03:44,645 --> 00:03:47,375 |
324 The really the culprit |
324 The real culprit |
325 is this n times. |
325 is this n-times. |
326 |
326 |
327 71 |
327 71 |
328 00:03:47,375 --> 00:03:51,095 |
328 00:03:47,375 --> 00:03:51,095 |
329 And instead of expanding |
329 And instead of expanding |
330 it n times, which has, |
330 it n-times, we just |
331 |
331 |
332 72 |
332 72 |
333 00:03:51,095 --> 00:03:54,275 |
333 00:03:51,095 --> 00:03:54,275 |
334 take here a wreck expression |
334 take here a regular expression |
335 and a natural number, |
335 and a natural number, |
336 |
336 |
337 73 |
337 73 |
338 00:03:54,275 --> 00:03:56,960 |
338 00:03:54,275 --> 00:03:56,960 |
339 which says how many times |
339 which says how many times |
378 Remember, if you have |
378 Remember, if you have |
379 a regular expression, |
379 a regular expression, |
380 |
380 |
381 82 |
381 82 |
382 00:04:19,580 --> 00:04:21,980 |
382 00:04:19,580 --> 00:04:21,980 |
383 R and B take in |
383 r and we take it |
384 times of this are, |
384 n-times of this r, |
385 |
385 |
386 83 |
386 83 |
387 00:04:21,980 --> 00:04:25,220 |
387 00:04:21,980 --> 00:04:25,220 |
388 then indicates if n equals 0, |
388 then in case if n = 0, |
389 |
389 |
390 84 |
390 84 |
391 00:04:25,220 --> 00:04:28,130 |
391 00:04:25,220 --> 00:04:28,130 |
392 we find that as the |
392 we definded that as the |
393 one reg expression. |
393 1 regular expression. |
394 |
394 |
395 85 |
395 85 |
396 00:04:28,130 --> 00:04:30,380 |
396 00:04:28,130 --> 00:04:30,380 |
397 If n equals one, |
397 If n = 1, |
398 |
398 |
399 86 |
399 86 |
400 00:04:30,380 --> 00:04:32,495 |
400 00:04:30,380 --> 00:04:32,495 |
401 it will be just a |
401 it will be just a |
402 single copy of on. |
402 single copy of r. |
403 |
403 |
404 87 |
404 87 |
405 00:04:32,495 --> 00:04:33,725 |
405 00:04:32,495 --> 00:04:33,725 |
406 If n equals two, |
406 If n = 2, |
407 |
407 |
408 88 |
408 88 |
409 00:04:33,725 --> 00:04:35,270 |
409 00:04:33,725 --> 00:04:35,270 |
410 it will be two copies. |
410 it will be two copies in sequence. |
411 |
411 |
412 89 |
412 89 |
413 00:04:35,270 --> 00:04:39,260 |
413 00:04:35,270 --> 00:04:39,260 |
414 Sequence if three, we have |
414 If three, we have |
415 three copies and so on. |
415 three copies and so on. |
416 |
416 |
417 90 |
417 90 |
418 00:04:39,260 --> 00:04:41,390 |
418 00:04:39,260 --> 00:04:41,390 |
419 Now we have to |
419 Now we have to |
420 somehow characterize |
420 somehow characterize |
421 |
421 |
422 91 |
422 91 |
423 00:04:41,390 --> 00:04:44,285 |
423 00:04:41,390 --> 00:04:44,285 |
424 when these cases all nullable. |
424 when are these cases all nullable. |
425 |
425 |
426 92 |
426 92 |
427 00:04:44,285 --> 00:04:47,810 |
427 00:04:44,285 --> 00:04:47,810 |
428 Well, if n equals 0, |
428 Well, if n equals 0, |
429 |
429 |
430 93 |
430 93 |
431 00:04:47,810 --> 00:04:49,850 |
431 00:04:47,810 --> 00:04:49,850 |
432 then this will be defined as one, |
432 then this will be defined as 1. |
433 |
433 |
434 94 |
434 94 |
435 00:04:49,850 --> 00:04:52,100 |
435 00:04:49,850 --> 00:04:52,100 |
436 so one can match |
436 So 1 can match |
437 the empty string. |
437 the empty string. |
438 |
438 |
439 95 |
439 95 |
440 00:04:52,100 --> 00:04:54,785 |
440 00:04:52,100 --> 00:04:54,785 |
441 So that should be |
441 So that should be |
442 definitely true. |
442 definitely true. |
443 |
443 |
444 96 |
444 96 |
445 00:04:54,785 --> 00:04:57,725 |
445 00:04:54,785 --> 00:04:57,725 |
446 Okay, if any cross one, |
446 Okay, if n = 1, |
447 |
447 |
448 97 |
448 97 |
449 00:04:57,725 --> 00:05:00,470 |
449 00:04:57,725 --> 00:05:00,470 |
450 when can this reg expression |
450 when can this regular expression |
451 match the empty string? |
451 match the empty string? |
452 |
452 |
453 98 |
453 98 |
454 00:05:00,470 --> 00:05:02,000 |
454 00:05:00,470 --> 00:05:02,000 |
455 So vent should be nullable. |
455 So when should this be nullable? |
456 |
456 |
457 99 |
457 99 |
458 00:05:02,000 --> 00:05:07,535 |
458 00:05:02,000 --> 00:05:07,535 |
459 Well, if nullable of our holes, |
459 Well, if nullable of r holds, |
460 |
460 |
461 100 |
461 100 |
462 00:05:07,535 --> 00:05:09,860 |
462 00:05:07,535 --> 00:05:09,860 |
463 okay, so if I can match |
463 If it can match |
464 the empty string, |
464 the empty string, |
465 |
465 |
466 101 |
466 101 |
467 00:05:09,860 --> 00:05:12,110 |
467 00:05:09,860 --> 00:05:12,110 |
468 then we can match |
468 then we can match |
490 00:05:22,820 --> 00:05:25,774 |
490 00:05:22,820 --> 00:05:25,774 |
491 both of them need to be nullable. |
491 both of them need to be nullable. |
492 |
492 |
493 107 |
493 107 |
494 00:05:25,774 --> 00:05:28,520 |
494 00:05:25,774 --> 00:05:28,520 |
495 Ok? Similarly, in the third case, |
495 Similarly, in the third case, |
496 |
496 |
497 108 |
497 108 |
498 00:05:28,520 --> 00:05:30,710 |
498 00:05:28,520 --> 00:05:30,710 |
499 all three copies need to be |
499 all three copies need to be |
500 |
500 |
501 109 |
501 109 |
502 00:05:30,710 --> 00:05:33,230 |
502 00:05:30,710 --> 00:05:33,230 |
503 able to match the empty |
503 able to match the empty |
504 string. Men, is that the case? |
504 string. When is that the case? |
505 |
505 |
506 110 |
506 110 |
507 00:05:33,230 --> 00:05:38,360 |
507 00:05:33,230 --> 00:05:38,360 |
508 Well, if nullable of |
508 Well, if nullable of |
509 our holes and so on. |
509 r holds and so on. |
510 |
510 |
511 111 |
511 111 |
512 00:05:38,360 --> 00:05:48,754 |
512 00:05:38,360 --> 00:05:48,754 |
513 So we can actually define that |
513 So we can actually define that |
514 if n equals 0, then true. |
514 if n = 0, then true, |
515 |
515 |
516 112 |
516 112 |
517 00:05:48,754 --> 00:05:56,045 |
517 00:05:48,754 --> 00:05:56,045 |
518 Else we have to ask with |
518 else we have to ask whether |
519 nullable of our holes. |
519 nullable of r holds. |
520 |
520 |
521 113 |
521 113 |
522 00:05:56,045 --> 00:05:58,550 |
522 00:05:56,045 --> 00:05:58,550 |
523 So that will be the clause we |
523 So that will be the clause we |
524 |
524 |
525 114 |
525 114 |
526 00:05:58,550 --> 00:06:01,625 |
526 00:05:58,550 --> 00:06:01,625 |
527 have to implement for |
527 have to implement for |
528 n times and nullable. |
528 n-times and nullable. |
529 |
529 |
530 115 |
530 115 |
531 00:06:01,625 --> 00:06:04,280 |
531 00:06:01,625 --> 00:06:04,280 |
532 Deriving the definition for |
532 Deriving the definition for |
533 |
533 |
534 116 |
534 116 |
535 00:06:04,280 --> 00:06:06,920 |
535 00:06:04,280 --> 00:06:06,920 |
536 the derivative of the n terms |
536 the derivative of the n-times |
537 |
537 |
538 117 |
538 117 |
539 00:06:06,920 --> 00:06:10,175 |
539 00:06:06,920 --> 00:06:10,175 |
540 reg expression. |
540 regular expression |
541 It's not that easy. |
541 is not that easy. |
542 |
542 |
543 118 |
543 118 |
544 00:06:10,175 --> 00:06:12,755 |
544 00:06:10,175 --> 00:06:12,755 |
545 So we have to look again |
545 We have to look again |
546 how it was defined |
546 how it was defined |
547 |
547 |
548 119 |
548 119 |
549 00:06:12,755 --> 00:06:16,010 |
549 00:06:12,755 --> 00:06:16,010 |
550 earlier and we somehow |
550 earlier and we somehow |
551 have to spot a pattern. |
551 have to spot a pattern. |
552 |
552 |
553 120 |
553 120 |
554 00:06:16,010 --> 00:06:18,380 |
554 00:06:16,010 --> 00:06:18,380 |
555 The voice, our |
555 Otherwise, our |
556 algorithm will be again |
556 algorithm will be again |
557 |
557 |
558 121 |
558 121 |
559 00:06:18,380 --> 00:06:20,975 |
559 00:06:18,380 --> 00:06:20,975 |
560 quite slow if you don't |
560 quite slow if we don't |
561 spot that pattern. |
561 spot that pattern. |
562 |
562 |
563 122 |
563 122 |
564 00:06:20,975 --> 00:06:22,550 |
564 00:06:20,975 --> 00:06:22,550 |
565 So let's have a look. |
565 So let's have a look. |