blob: 2180681df93df50186fa832c9120ac1593882abc (plain)

ofs	hex dump	ascii
0000	62 30 56 49 4d 20 37 2e 33 00 00 00 00 10 00 00 f7 7e 86 51 2b b4 18 00 f5 0f 00 00 6a 61 63 6f	b0VIM.7.3........~.Q+.......jaco
0020	62 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00	b...............................
0040	00 00 00 00 68 6f 70 70 65 72 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00	....hopper......................
0060	00 00 00 00 00 00 00 00 00 00 00 00 7e 6a 61 63 6f 62 2f 73 72 63 2f 73 6d 74 2d 73 65 6d 70 61	............~jacob/src/smt-sempa
0080	72 73 65 2f 73 72 63 2f 6e 6c 5f 72 65 77 65 69 67 68 74 65 72 2e 70 79 00 00 00 00 00 00 00 00	rse/src/nl_reweighter.py........
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1980	00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00	................................
19a0	00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00	................................
19c0	00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00	................................
19e0	00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00	................................
1a00	00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00	................................
1a20	00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00	................................
1a40	00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00	................................
1a60	00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00	................................
1a80	00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00	................................
1aa0	00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00	................................
1ac0	00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00	................................
1ae0	00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00	................................
1b00	00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00	................................
1b20	00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00	................................
1b40	00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00	................................
1b60	00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00	................................
1b80	00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00	................................
1ba0	00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00	................................
1bc0	00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00	................................
1be0	00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00	................................
1c00	00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00	................................
1c20	00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00	................................
1c40	00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00	................................
1c60	00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00	................................
1c80	00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00	................................
1ca0	00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00	................................
1cc0	00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00	................................
1ce0	00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00	................................
1d00	00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00	................................
1d20	00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00	................................
1d40	00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00	................................
1d60	00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00	................................
1d80	00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00	................................
1da0	00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00	................................
1dc0	00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00	................................
1de0	00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00	................................
1e00	00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00	................................
1e20	00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00	................................
1e40	00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00	................................
1e60	00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00	................................
1e80	00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00	................................
1ea0	00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00	................................
1ec0	00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00	................................
1ee0	00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00	................................
1f00	00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00	................................
1f20	00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00	................................
1f40	00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00	................................
1f60	00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00	................................
1f80	00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00	................................
1fa0	00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00	................................
1fc0	00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00	................................
1fe0	00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00	................................
2000	61 64 00 00 da 06 00 00 0e 08 00 00 00 10 00 00 46 00 00 00 00 00 00 00 f4 0f 00 00 ea 0f 00 00	ad..............F...............
2020	be 0f 00 00 ad 0f 00 00 9e 0f 00 00 7a 0f 00 00 70 0f 00 00 6f 0f 00 00 63 0f 00 00 62 0f 00 00	............z...p...o...c...b...
2040	4b 0f 00 00 4a 0f 00 00 0d 0f 00 00 f2 0e 00 00 d9 0e 00 00 c6 0e 00 00 b3 0e 00 00 92 0e 00 00	K...J...........................
2060	6b 0e 00 00 6a 0e 00 00 5b 0e 00 00 2a 0e 00 00 e6 0d 00 00 c5 0d 00 00 ac 0d 00 00 6c 0d 00 00	k...j...[...*...............l...
2080	51 0d 00 00 0f 0d 00 00 fb 0c 00 00 d7 0c 00 00 b6 0c 00 00 88 0c 00 00 48 0c 00 00 47 0c 00 00	Q.......................H...G...
20a0	38 0c 00 00 1e 0c 00 00 cd 0b 00 00 8f 0b 00 00 8e 0b 00 00 73 0b 00 00 24 0b 00 00 23 0b 00 00	8...................s...$...#...
20c0	0d 0b 00 00 f5 0a 00 00 f4 0a 00 00 de 0a 00 00 90 0a 00 00 7e 0a 00 00 7d 0a 00 00 69 0a 00 00	....................~...}...i...
20e0	68 0a 00 00 4a 0a 00 00 31 0a 00 00 30 0a 00 00 1f 0a 00 00 fc 09 00 00 db 09 00 00 b3 09 00 00	h...J...1...0...................
2100	84 09 00 00 83 09 00 00 3c 09 00 00 24 09 00 00 00 09 00 00 d2 08 00 00 bc 08 00 00 a9 08 00 00	........<...$...................
2120	76 08 00 00 2f 08 00 00 2e 08 00 00 0e 08 00 00 f9 07 00 00 f8 07 00 00 b0 07 00 00 8c 07 00 00	v.../...........................
2140	5e 07 00 00 39 07 00 00 23 07 00 00 10 07 00 00 dd 06 00 00 96 06 00 00 6c 06 00 00 3c 06 00 00	^...9...#...............l...<...
2160	3b 06 00 00 1e 06 00 00 d2 05 00 00 c3 05 00 00 8e 05 00 00 62 05 00 00 31 05 00 00 0e 05 00 00	;...................b...1.......
2180	fd 04 00 00 fc 04 00 00 d3 04 00 00 83 04 00 00 2f 04 00 00 1f 04 00 00 e2 03 00 00 9e 03 00 00	................/...............
21a0	78 03 00 00 29 03 00 00 0d 03 00 00 d6 02 00 00 89 02 00 00 58 02 00 00 2c 02 00 00 15 02 00 00	x...)...............X...,.......
21c0	14 02 00 00 cc 01 00 00 00 00 00 00 20 20 20 20 6f 6c 64 5f 63 6f 6e 66 69 67 5f 70 61 74 68 20	................old_config_path.
21e0	3d 20 27 25 73 2f 6d 6f 64 65 6c 2f 6d 6f 73 65 73 2e 69 6e 69 27 20 25 20 73 65 6c 66 2e 63 6f	=.'%s/model/moses.ini'.%.self.co
2200	6e 66 69 67 2e 65 78 70 65 72 69 6d 65 6e 74 5f 64 69 72 00 00 20 20 20 20 20 20 20 20 20 20 63	nfig.experiment_dir............c
2220	6f 75 6e 74 65 72 20 2b 3d 20 31 00 20 20 20 20 20 20 20 20 20 20 70 72 69 6e 74 20 3e 3e 6e 65	ounter.+=.1...........print.>>ne
2240	77 5f 72 75 6c 65 5f 74 61 62 6c 65 5f 66 2c 20 6e 65 77 6c 69 6e 65 00 20 20 20 20 20 20 20 20	w_rule_table_f,.newline.........
2260	20 20 6e 65 77 6c 69 6e 65 20 3d 20 72 65 2e 73 75 62 28 72 27 5c 73 2b 27 2c 20 27 20 27 2c 20	..newline.=.re.sub(r'\s+',.'.',.
2280	6e 65 77 6c 69 6e 65 29 00 20 20 20 20 20 20 20 20 20 20 6e 65 77 6c 69 6e 65 20 3d 20 27 20 7c	newline)...........newline.=.'.|
22a0	7c 7c 20 27 2e 6a 6f 69 6e 28 5b 6e 6c 2c 20 6d 72 6c 2c 20 73 63 6f 72 65 73 2c 20 61 6c 69 67	||.'.join([nl,.mrl,.scores,.alig
22c0	6e 6d 65 6e 74 73 2c 20 72 75 6c 65 5f 63 6f 75 6e 74 73 5d 29 00 20 20 20 20 20 20 20 20 20 20	nments,.rule_counts])...........
22e0	73 63 6f 72 65 73 20 3d 20 27 25 73 20 25 66 27 20 25 20 28 73 63 6f 72 65 73 2c 20 63 6f 75 6e	scores.=.'%s.%f'.%.(scores,.coun
2300	74 73 5b 63 6f 75 6e 74 65 72 5d 29 00 20 20 20 20 20 20 20 20 20 20 20 20 20 20 6c 69 6e 65 2e	ts[counter])...............line.
2320	73 74 72 69 70 28 29 29 00 20 20 20 20 20 20 20 20 20 20 6e 6c 2c 20 6d 72 6c 2c 20 73 63 6f 72	strip())...........nl,.mrl,.scor
2340	65 73 2c 20 61 6c 69 67 6e 6d 65 6e 74 73 2c 20 72 75 6c 65 5f 63 6f 75 6e 74 73 20 3d 20 72 65	es,.alignments,.rule_counts.=.re
2360	2e 73 70 6c 69 74 28 72 27 5c 20 3f 5c 7c 5c 7c 5c 7c 5c 20 3f 27 2c 00 20 20 20 20 20 20 20 20	.split(r'\.?\|\|\|\.?',.........
2380	66 6f 72 20 6c 69 6e 65 20 69 6e 20 6f 6c 64 5f 72 75 6c 65 5f 74 61 62 6c 65 5f 66 3a 00 20 20	for.line.in.old_rule_table_f:...
23a0	20 20 20 20 77 69 74 68 20 67 7a 69 70 2e 6f 70 65 6e 28 6e 65 77 5f 72 75 6c 65 5f 74 61 62 6c	....with.gzip.open(new_rule_tabl
23c0	65 5f 70 61 74 68 2c 20 27 77 27 29 20 61 73 20 6e 65 77 5f 72 75 6c 65 5f 74 61 62 6c 65 5f 66	e_path,.'w').as.new_rule_table_f
23e0	3a 00 20 20 20 20 77 69 74 68 20 67 7a 69 70 2e 6f 70 65 6e 28 6f 6c 64 5f 72 75 6c 65 5f 74 61	:.....with.gzip.open(old_rule_ta
2400	62 6c 65 5f 70 61 74 68 29 20 61 73 20 6f 6c 64 5f 72 75 6c 65 5f 74 61 62 6c 65 5f 66 3a 00 20	ble_path).as.old_rule_table_f:..
2420	20 20 20 63 6f 75 6e 74 65 72 20 3d 20 30 00 20 20 20 20 6e 65 77 5f 72 75 6c 65 5f 74 61 62 6c	...counter.=.0.....new_rule_tabl
2440	65 5f 70 61 74 68 20 3d 20 27 25 73 2f 6d 6f 64 65 6c 2f 72 75 6c 65 2d 74 61 62 6c 65 2d 6e 65	e_path.=.'%s/model/rule-table-ne
2460	77 2e 67 7a 27 20 25 20 73 65 6c 66 2e 63 6f 6e 66 69 67 2e 65 78 70 65 72 69 6d 65 6e 74 5f 64	w.gz'.%.self.config.experiment_d
2480	69 72 00 20 20 20 20 6f 6c 64 5f 72 75 6c 65 5f 74 61 62 6c 65 5f 70 61 74 68 20 3d 20 27 25 73	ir.....old_rule_table_path.=.'%s
24a0	2f 6d 6f 64 65 6c 2f 72 75 6c 65 2d 74 61 62 6c 65 2e 67 7a 27 20 25 20 73 65 6c 66 2e 63 6f 6e	/model/rule-table.gz'.%.self.con
24c0	66 69 67 2e 65 78 70 65 72 69 6d 65 6e 74 5f 64 69 72 00 20 20 64 65 66 20 77 72 69 74 65 5f 75	fig.experiment_dir...def.write_u
24e0	70 64 61 74 65 64 5f 6d 6f 64 65 6c 28 73 65 6c 66 2c 20 63 6f 75 6e 74 73 29 3a 00 00 20 20 20	pdated_model(self,.counts):.....
2500	20 72 65 74 75 72 6e 20 72 75 6c 65 73 00 20 20 20 20 20 20 20 20 72 75 6c 65 73 5b 72 75 6c 65	.return.rules.........rules[rule
2520	2e 72 75 6c 65 5f 69 64 5d 20 3d 20 72 75 6c 65 00 20 20 20 20 20 20 20 20 72 75 6c 65 20 3d 20	.rule_id].=.rule.........rule.=.
2540	52 75 6c 65 2e 66 72 6f 6d 5f 6d 6f 73 65 73 28 6c 65 6e 28 72 75 6c 65 73 29 2c 20 6c 69 6e 65	Rule.from_moses(len(rules),.line
2560	29 00 20 20 20 20 20 20 66 6f 72 20 6c 69 6e 65 20 69 6e 20 72 75 6c 65 5f 74 61 62 6c 65 5f 66	).......for.line.in.rule_table_f
2580	2e 72 65 61 64 6c 69 6e 65 73 28 29 3a 00 20 20 20 20 77 69 74 68 20 67 7a 69 70 2e 6f 70 65 6e	.readlines():.....with.gzip.open
25a0	28 72 75 6c 65 5f 74 61 62 6c 65 5f 70 61 74 68 29 20 61 73 20 72 75 6c 65 5f 74 61 62 6c 65 5f	(rule_table_path).as.rule_table_
25c0	66 3a 00 20 20 20 20 72 75 6c 65 73 20 3d 20 7b 7d 00 20 20 20 20 72 75 6c 65 5f 74 61 62 6c 65	f:.....rules.=.{}.....rule_table
25e0	5f 70 61 74 68 20 3d 20 27 25 73 2f 6d 6f 64 65 6c 2f 72 75 6c 65 2d 74 61 62 6c 65 2e 67 7a 27	_path.=.'%s/model/rule-table.gz'
2600	20 25 20 73 65 6c 66 2e 63 6f 6e 66 69 67 2e 65 78 70 65 72 69 6d 65 6e 74 5f 64 69 72 00 20 20	.%.self.config.experiment_dir...
2620	64 65 66 20 6c 6f 61 64 5f 72 75 6c 65 5f 74 61 62 6c 65 28 73 65 6c 66 29 3a 00 00 20 20 20 20	def.load_rule_table(self):......
2640	73 65 6c 66 2e 77 72 69 74 65 5f 75 70 64 61 74 65 64 5f 6d 6f 64 65 6c 28 73 75 63 63 65 73 73	self.write_updated_model(success
2660	66 75 6c 5f 63 6f 75 6e 74 73 29 00 20 20 20 20 23 73 65 6c 66 2e 77 72 69 74 65 5f 75 70 64 61	ful_counts).....#self.write_upda
2680	74 65 64 5f 6d 6f 64 65 6c 28 61 6c 6c 5f 63 6f 75 6e 74 73 29 00 20 20 20 20 20 20 20 20 73 65	ted_model(all_counts).........se
26a0	6c 66 2e 63 6f 6c 6c 65 63 74 5f 73 75 63 63 65 73 73 66 75 6c 5f 63 6f 75 6e 74 73 28 73 75 63	lf.collect_successful_counts(suc
26c0	63 65 73 73 66 75 6c 5f 63 6f 75 6e 74 73 2c 20 63 68 61 72 74 2c 20 74 6f 6b 73 29 00 20 20 20	cessful_counts,.chart,.toks)....
26e0	20 20 20 20 20 73 65 6c 66 2e 63 6f 6c 6c 65 63 74 5f 61 6c 6c 5f 63 6f 75 6e 74 73 28 61 6c 6c	.....self.collect_all_counts(all
2700	5f 63 6f 75 6e 74 73 2c 20 63 68 61 72 74 29 00 20 20 20 20 20 20 20 20 20 20 63 6f 6e 74 69 6e	_counts,.chart)...........contin
2720	75 65 00 20 20 20 20 20 20 20 20 69 66 20 6e 6f 74 20 63 68 61 72 74 3a 00 20 20 20 20 20 20 20	ue.........if.not.chart:........
2740	20 23 20 54 4f 44 4f 20 69 73 20 74 68 69 73 20 61 6e 20 4f 4f 56 20 69 73 73 75 65 3f 00 20 20	.#.TODO.is.this.an.OOV.issue?...
2760	20 20 20 20 20 20 63 68 61 72 74 20 3d 20 73 65 6c 66 2e 70 61 72 73 65 28 74 6f 6b 73 2c 20 72	......chart.=.self.parse(toks,.r
2780	75 6c 65 73 2c 20 67 6c 75 65 29 00 20 20 20 20 20 20 20 20 74 6f 6b 73 20 3d 20 6c 69 6e 65 2e	ules,.glue).........toks.=.line.
27a0	73 74 72 69 70 28 29 2e 73 70 6c 69 74 28 29 00 20 20 20 20 20 20 66 6f 72 20 6c 69 6e 65 20 69	strip().split().......for.line.i
27c0	6e 20 74 5f 66 3a 00 20 20 20 20 77 69 74 68 20 6f 70 65 6e 28 27 25 73 2f 74 72 61 69 6e 2e 6e	n.t_f:.....with.open('%s/train.n
27e0	6c 27 20 25 20 73 65 6c 66 2e 63 6f 6e 66 69 67 2e 65 78 70 65 72 69 6d 20 20 20 20 20 69 66 20	l'.%.self.config.experim.....if.
2800	6e 6f 74 20 73 65 6c 66 2e 63 6f 6e 66 69 20 20 20 20 69 66 20 6e 6f 74 20 73 65 6c 66 2e 63 6f	not.self.confi....if.not.self.co
2820	6e 66 69 67 2e 75 6c 5f 6f 6e 6c 79 3a 00 00 20 20 20 20 20 20 20 20 73 65 6c 66 2e 63 6f 6c 6c	nfig.ul_only:..........self.coll
2840	65 63 74 5f 73 75 63 63 65 73 73 66 75 6c 5f 63 6f 75 6e 74 73 28 73 75 63 63 65 73 73 66 75 6c	ect_successful_counts(successful
2860	5f 63 6f 75 6e 74 73 2c 20 63 68 61 72 74 2c 20 74 6f 6b 73 29 00 20 20 20 20 20 20 20 20 73 65	_counts,.chart,.toks).........se
2880	6c 66 2e 63 6f 6c 6c 65 63 74 5f 61 6c 6c 5f 63 6f 75 6e 74 73 28 61 6c 6c 5f 63 6f 75 6e 74 73	lf.collect_all_counts(all_counts
28a0	2c 20 63 68 61 72 74 29 00 20 20 20 20 20 20 20 20 20 20 63 6f 6e 74 69 6e 75 65 00 20 20 20 20	,.chart)...........continue.....
28c0	20 20 20 20 69 66 20 6e 6f 74 20 63 68 61 72 74 3a 00 20 20 20 20 20 20 20 20 63 68 61 72 74 20	....if.not.chart:.........chart.
28e0	3d 20 73 65 6c 66 2e 70 61 72 73 65 28 74 6f 6b 73 2c 20 72 75 6c 65 73 2c 20 67 6c 75 65 29 00	=.self.parse(toks,.rules,.glue).
2900	20 20 20 20 20 20 20 20 74 6f 6b 73 20 3d 20 6c 69 6e 65 2e 73 74 72 69 70 28 29 2e 73 70 6c 69	........toks.=.line.strip().spli
2920	74 28 29 00 20 20 20 20 20 20 66 6f 72 20 6c 69 6e 65 20 69 6e 20 75 6c 5f 66 3a 00 20 20 20 20	t().......for.line.in.ul_f:.....
2940	77 69 74 68 20 6f 70 65 6e 28 27 25 73 2f 75 6e 6c 61 62 65 6c 65 64 2e 6e 6c 27 20 25 20 73 65	with.open('%s/unlabeled.nl'.%.se
2960	6c 66 2e 63 6f 6e 66 69 67 2e 65 78 70 65 72 69 6d 65 6e 74 5f 64 69 72 29 20 61 73 20 75 6c 5f	lf.config.experiment_dir).as.ul_
2980	66 3a 00 00 20 20 20 20 73 75 63 63 65 73 73 66 75 6c 5f 63 6f 75 6e 74 73 20 3d 20 64 65 66 61	f:......successful_counts.=.defa
29a0	75 6c 74 64 69 63 74 28 6c 61 6d 62 64 61 3a 20 30 29 00 20 20 20 20 61 6c 6c 5f 63 6f 75 6e 74	ultdict(lambda:.0).....all_count
29c0	73 20 3d 20 64 65 66 61 75 6c 74 64 69 63 74 28 6c 61 6d 62 64 61 3a 20 30 29 00 20 20 20 20 67	s.=.defaultdict(lambda:.0).....g
29e0	6c 75 65 20 3d 20 52 75 6c 65 2e 67 6c 75 65 28 6c 65 6e 28 72 75 6c 65 73 29 29 00 20 20 20 20	lue.=.Rule.glue(len(rules)).....
2a00	72 75 6c 65 73 20 3d 20 73 65 6c 66 2e 6c 6f 61 64 5f 72 75 6c 65 5f 74 61 62 6c 65 28 29 00 20	rules.=.self.load_rule_table()..
2a20	20 64 65 66 20 72 75 6e 28 73 65 6c 66 29 3a 00 00 20 20 20 20 73 65 6c 66 2e 63 6f 6e 66 69 67	.def.run(self):......self.config
2a40	20 3d 20 63 6f 6e 66 69 67 00 20 20 64 65 66 20 5f 5f 69 6e 69 74 5f 5f 28 73 65 6c 66 2c 20 63	.=.config...def.__init__(self,.c
2a60	6f 6e 66 69 67 29 3a 00 00 63 6c 61 73 73 20 4e 4c 52 65 77 65 69 67 68 74 65 72 3a 00 00 20 20	onfig):..class.NLReweighter:....
2a80	20 20 20 20 20 20 73 65 6c 66 2e 74 67 74 29 00 20 20 20 20 72 65 74 75 72 6e 20 27 52 75 6c 65	......self.tgt).....return.'Rule
2aa0	3c 28 25 64 29 20 25 73 20 2d 3e 20 25 73 20 3a 20 25 73 3e 27 20 25 20 28 73 65 6c 66 2e 72 75	<(%d).%s.->.%s.:.%s>'.%.(self.ru
2ac0	6c 65 5f 69 64 2c 20 73 65 6c 66 2e 73 79 6d 62 6f 6c 2c 20 73 65 6c 66 2e 73 72 63 2c 00 20 20	le_id,.self.symbol,.self.src,...
2ae0	64 65 66 20 5f 5f 72 65 70 72 5f 5f 28 73 65 6c 66 29 3a 00 00 20 20 20 20 72 65 74 75 72 6e 20	def.__repr__(self):......return.
2b00	73 65 6c 66 2e 72 75 6c 65 5f 69 64 00 20 20 64 65 66 20 5f 5f 68 61 73 68 5f 5f 28 73 65 6c 66	self.rule_id...def.__hash__(self
2b20	29 3a 00 00 20 20 20 20 72 65 74 75 72 6e 20 6f 74 68 65 72 2e 5f 5f 63 6c 61 73 73 5f 5f 20 3d	):......return.other.__class__.=
2b40	3d 20 73 65 6c 66 2e 5f 5f 63 6c 61 73 73 5f 5f 20 61 6e 64 20 73 65 6c 66 2e 72 75 6c 65 5f 69	=.self.__class__.and.self.rule_i
2b60	64 20 3d 3d 20 6f 74 68 65 72 2e 72 75 6c 65 5f 69 64 00 20 20 64 65 66 20 5f 5f 65 71 5f 5f 28	d.==.other.rule_id...def.__eq__(
2b80	73 65 6c 66 2c 20 6f 74 68 65 72 29 3a 00 00 20 20 20 20 20 20 20 20 5b 63 6c 73 2e 4d 4f 53 45	self,.other):..........[cls.MOSE
2ba0	53 5f 53 59 4d 42 4f 4c 2c 20 63 6c 73 2e 4d 4f 53 45 53 5f 53 59 4d 42 4f 4c 5d 2c 20 5b 28 30	S_SYMBOL,.cls.MOSES_SYMBOL],.[(0
2bc0	2c 30 29 2c 20 28 31 2c 31 29 5d 29 00 20 20 20 20 72 65 74 75 72 6e 20 52 75 6c 65 28 72 75 6c	,0),.(1,1)]).....return.Rule(rul
2be0	65 5f 69 64 2c 20 63 6c 73 2e 4d 4f 53 45 53 5f 53 59 4d 42 4f 4c 2c 20 5b 63 6c 73 2e 4d 4f 53	e_id,.cls.MOSES_SYMBOL,.[cls.MOS
2c00	45 53 5f 53 59 4d 42 4f 4c 2c 20 63 6c 73 2e 4d 4f 53 45 53 5f 53 59 4d 42 4f 4c 5d 2c 00 20 20	ES_SYMBOL,.cls.MOSES_SYMBOL],...
2c20	64 65 66 20 67 6c 75 65 28 63 6c 73 2c 20 72 75 6c 65 5f 69 64 29 3a 00 20 20 40 63 6c 61 73 73	def.glue(cls,.rule_id):...@class
2c40	6d 65 74 68 6f 64 00 00 20 20 20 20 72 65 74 75 72 6e 20 52 75 6c 65 28 72 75 6c 65 5f 69 64 2c	method......return.Rule(rule_id,
2c60	20 63 6c 73 2e 4d 4f 53 45 53 5f 53 59 4d 42 4f 4c 2c 20 6e 6c 2c 20 6d 72 6c 2c 20 63 6f 69 6e	.cls.MOSES_SYMBOL,.nl,.mrl,.coin
2c80	64 65 78 69 6e 67 29 00 20 20 20 20 20 20 63 6f 69 6e 64 65 78 69 6e 67 2e 61 70 70 65 6e 64 28	dexing).......coindexing.append(
2ca0	28 69 6e 74 28 69 5f 73 29 2c 20 69 6e 74 28 69 5f 74 29 29 29 00 20 20 20 20 20 20 69 5f 73 2c	(int(i_s),.int(i_t))).......i_s,
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4320	00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00	................................
4340	00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00	................................
4360	00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00	................................
4380	00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00	................................
43a0	00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00	................................
43c0	00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00	................................
43e0	00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00	................................
4400	00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00	................................
4420	00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00	................................
4440	00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00	................................
4460	00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00	................................
4480	00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00	................................
44a0	00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00	................................
44c0	00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00	................................
44e0	00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00	................................
4500	00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00	................................
4520	00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00	................................
4540	00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00	................................
4560	00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00	................................
4580	00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00	................................
45a0	00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00	................................
45c0	00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00	................................
45e0	00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00	................................
4600	00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00	................................
4620	00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00	................................
4640	00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00	................................
4660	00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00	................................
4680	00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00	................................
46a0	00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00	................................
46c0	00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00	................................
46e0	00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00	................................
4700	00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00	................................
4720	00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00	................................
4740	00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00	................................
4760	00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00	................................
4780	00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00	................................
47a0	00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00	................................
47c0	00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00	................................
47e0	00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00	................................
4800	00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00	................................
4820	00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00	................................
4840	00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00	................................
4860	00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00	................................
4880	00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00	................................
48a0	00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00	................................
48c0	00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00	................................
48e0	00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00	................................
4900	00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00	................................
4920	00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00	................................
4940	00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00	................................
4960	00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00	................................
4980	00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00	................................
49a0	00 00 00 00 00 00 20 20 20 20 6f 6c 64 5f 63 6f 20 20 20 20 6f 6c 64 5f 63 6f 6e 66 69 67 5f 70	..........old_co....old_config_p
49c0	61 74 68 20 3d 20 27 25 73 2f 6d 6f 64 65 6c 2f 6d 6f 73 65 73 2e 69 6e 69 27 20 25 20 73 65 6c	ath.=.'%s/model/moses.ini'.%.sel
49e0	66 2e 63 6f 6e 66 69 67 2e 65 78 70 65 72 69 6d 65 6e 74 5f 64 69 72 00 00 20 20 20 20 20 20 20	f.config.experiment_dir.........
4a00	20 20 20 63 6f 75 6e 74 65 72 20 2b 3d 20 31 00 20 20 20 20 20 20 20 20 20 20 70 72 69 6e 74 20	...counter.+=.1...........print.
4a20	3e 3e 6e 65 77 5f 72 75 6c 65 5f 74 61 62 6c 65 5f 66 2c 20 6e 65 77 6c 69 6e 65 00 20 20 20 20	>>new_rule_table_f,.newline.....
4a40	20 20 20 20 20 20 6e 65 77 6c 69 6e 65 20 3d 20 72 65 2e 73 75 62 28 72 27 5c 73 2b 27 2c 20 27	......newline.=.re.sub(r'\s+',.'
4a60	20 27 2c 20 6e 65 77 6c 69 6e 65 29 00 20 20 20 20 20 20 20 20 20 20 6e 65 77 6c 69 6e 65 20 3d	.',.newline)...........newline.=
4a80	20 27 20 7c 7c 7c 20 27 2e 6a 6f 69 6e 28 5b 6e 6c 2c 20 6d 72 6c 2c 20 73 63 6f 72 65 73 2c 20	.'.|||.'.join([nl,.mrl,.scores,.
4aa0	61 6c 69 67 6e 6d 65 6e 74 73 2c 20 72 75 6c 65 5f 63 6f 75 6e 74 73 5d 29 00 20 20 20 20 20 20	alignments,.rule_counts]).......
4ac0	20 20 20 20 73 63 6f 72 65 73 20 3d 20 27 25 73 20 25 66 27 20 25 20 28 73 63 6f 72 65 73 2c 20	....scores.=.'%s.%f'.%.(scores,.
4ae0	63 6f 75 6e 74 73 5b 63 6f 75 6e 74 65 72 5d 29 00 20 20 20 20 20 20 20 20 20 20 20 20 20 20 6c	counts[counter])...............l
4b00	69 6e 65 2e 73 74 72 69 70 28 29 29 00 20 20 20 20 20 20 20 20 20 20 6e 6c 2c 20 6d 72 6c 2c 20	ine.strip())...........nl,.mrl,.
4b20	73 63 6f 72 65 73 2c 20 61 6c 69 67 6e 6d 65 6e 74 73 2c 20 72 75 6c 65 5f 63 6f 75 6e 74 73 20	scores,.alignments,.rule_counts.
4b40	3d 20 72 65 2e 73 70 6c 69 74 28 72 27 5c 20 3f 5c 7c 5c 7c 5c 7c 5c 20 3f 27 2c 00 20 20 20 20	=.re.split(r'\.?\|\|\|\.?',.....
4b60	20 20 20 20 66 6f 72 20 6c 69 6e 65 20 69 6e 20 6f 6c 64 5f 72 75 6c 65 5f 74 61 62 6c 65 5f 66	....for.line.in.old_rule_table_f
4b80	3a 00 20 20 20 20 20 20 77 69 74 68 20 67 7a 69 70 2e 6f 70 65 6e 28 6e 65 77 5f 72 75 6c 65 5f	:.......with.gzip.open(new_rule_
4ba0	74 61 62 6c 65 5f 70 61 74 68 2c 20 27 77 27 29 20 61 73 20 6e 65 77 5f 72 75 6c 65 5f 74 61 62	table_path,.'w').as.new_rule_tab
4bc0	6c 65 5f 66 3a 00 20 20 20 20 77 69 74 68 20 67 7a 69 70 2e 6f 70 65 6e 28 6f 6c 64 5f 72 75 6c	le_f:.....with.gzip.open(old_rul
4be0	65 5f 74 61 62 6c 65 5f 70 61 74 68 29 20 61 73 20 6f 6c 64 5f 72 75 6c 65 5f 74 61 62 6c 65 5f	e_table_path).as.old_rule_table_
4c00	66 3a 00 20 20 20 20 63 6f 75 6e 74 65 72 20 3d 20 30 00 20 20 20 20 6e 65 77 5f 72 75 6c 65 5f	f:.....counter.=.0.....new_rule_
4c20	74 61 62 6c 65 5f 70 61 74 68 20 3d 20 27 25 73 2f 6d 6f 64 65 6c 2f 72 75 6c 65 2d 74 61 62 6c	table_path.=.'%s/model/rule-tabl
4c40	65 2d 6e 65 77 2e 67 7a 27 20 25 20 73 65 6c 66 2e 63 6f 6e 66 69 67 2e 65 78 70 65 72 69 6d 65	e-new.gz'.%.self.config.experime
4c60	6e 74 5f 64 69 72 00 20 20 20 20 6f 6c 64 5f 72 75 6c 65 5f 74 61 62 6c 65 5f 70 61 74 68 20 3d	nt_dir.....old_rule_table_path.=
4c80	20 27 25 73 2f 6d 6f 64 65 6c 2f 72 75 6c 65 2d 74 61 62 6c 65 2e 67 7a 27 20 25 20 73 65 6c 66	.'%s/model/rule-table.gz'.%.self
4ca0	2e 63 6f 6e 66 69 67 2e 65 78 70 65 72 69 6d 65 6e 74 5f 64 69 72 00 20 20 64 65 66 20 77 72 69	.config.experiment_dir...def.wri
4cc0	74 65 5f 75 70 64 61 74 65 64 5f 6d 6f 64 65 6c 28 73 65 6c 66 2c 20 63 6f 75 6e 74 73 29 3a 00	te_updated_model(self,.counts):.
4ce0	00 20 20 20 20 72 65 74 75 72 6e 20 72 75 6c 65 73 00 20 20 20 20 20 20 20 20 72 75 6c 65 73 5b	.....return.rules.........rules[
4d00	72 75 6c 65 2e 72 75 6c 65 5f 69 64 5d 20 3d 20 72 75 6c 65 00 20 20 20 20 20 20 20 20 72 75 6c	rule.rule_id].=.rule.........rul
4d20	65 20 3d 20 52 75 6c 65 2e 66 72 6f 6d 5f 6d 6f 73 65 73 28 6c 65 6e 28 72 75 6c 65 73 29 2c 20	e.=.Rule.from_moses(len(rules),.
4d40	6c 69 6e 65 29 00 20 20 20 20 20 20 66 6f 72 20 6c 69 6e 65 20 69 6e 20 72 75 6c 65 5f 74 61 62	line).......for.line.in.rule_tab
4d60	6c 65 5f 66 2e 72 65 61 64 6c 69 6e 65 73 28 29 3a 00 20 20 20 20 77 69 74 68 20 67 7a 69 70 2e	le_f.readlines():.....with.gzip.
4d80	6f 70 65 6e 28 72 75 6c 65 5f 74 61 62 6c 65 5f 70 61 74 68 29 20 61 73 20 72 75 6c 65 5f 74 61	open(rule_table_path).as.rule_ta
4da0	62 6c 65 5f 66 3a 00 20 20 20 20 72 75 6c 65 73 20 3d 20 7b 7d 00 20 20 20 20 72 75 6c 65 5f 74	ble_f:.....rules.=.{}.....rule_t
4dc0	61 62 6c 65 5f 70 61 74 68 20 3d 20 27 25 73 2f 6d 6f 64 65 6c 2f 72 75 6c 65 2d 74 61 62 6c 65	able_path.=.'%s/model/rule-table
4de0	2e 67 7a 27 20 25 20 73 65 6c 66 2e 63 6f 6e 66 69 67 2e 65 78 70 65 72 69 6d 65 6e 74 5f 64 69	.gz'.%.self.config.experiment_di
4e00	72 00 20 20 64 65 66 20 6c 6f 61 64 5f 72 75 6c 65 5f 74 61 62 6c 65 28 73 65 6c 66 29 3a 00 00	r...def.load_rule_table(self):..
4e20	20 20 20 20 73 65 6c 66 2e 77 72 69 74 65 5f 75 70 64 61 74 65 64 5f 6d 6f 64 65 6c 28 73 75 63	....self.write_updated_model(suc
4e40	63 65 73 73 66 75 6c 5f 63 6f 75 6e 74 73 29 00 20 20 20 20 23 73 65 6c 66 2e 77 72 69 74 65 5f	cessful_counts).....#self.write_
4e60	75 70 64 61 74 65 64 5f 6d 6f 64 65 6c 28 61 6c 6c 5f 63 6f 75 6e 74 73 29 00 00 20 20 20 20 20	updated_model(all_counts).......
4e80	20 20 20 20 20 73 65 6c 66 2e 63 6f 6c 6c 65 63 74 5f 73 75 63 63 65 73 73 66 75 6c 5f 63 6f 75	.....self.collect_successful_cou
4ea0	6e 74 73 28 73 75 63 63 65 73 73 66 75 6c 5f 63 6f 75 6e 74 73 2c 20 63 68 61 72 74 2c 20 74 6f	nts(successful_counts,.chart,.to
4ec0	6b 73 29 00 20 20 20 20 20 20 20 20 20 20 73 65 6c 66 2e 63 6f 6c 6c 65 63 74 5f 61 6c 6c 5f 63	ks)...........self.collect_all_c
4ee0	6f 75 6e 74 73 28 61 6c 6c 5f 63 6f 75 6e 74 73 2c 20 63 68 61 72 74 29 00 20 20 20 20 20 20 20	ounts(all_counts,.chart)........
4f00	20 20 20 20 20 63 6f 6e 74 69 6e 75 65 00 20 20 20 20 20 20 20 20 20 20 69 66 20 6e 6f 74 20 63	.....continue...........if.not.c
4f20	68 61 72 74 3a 00 20 20 20 20 20 20 20 20 20 20 23 20 54 4f 44 4f 20 69 73 20 74 68 69 73 20 61	hart:...........#.TODO.is.this.a
4f40	6e 20 4f 4f 56 20 69 73 73 75 65 3f 00 20 20 20 20 20 20 20 20 20 20 63 68 61 72 74 20 3d 20 73	n.OOV.issue?...........chart.=.s
4f60	65 6c 66 2e 70 61 72 73 65 28 74 6f 6b 73 2c 20 72 75 6c 65 73 2c 20 67 6c 75 65 29 00 20 20 20	elf.parse(toks,.rules,.glue)....
4f80	20 20 20 20 20 20 20 74 6f 6b 73 20 3d 20 6c 69 6e 65 2e 73 74 72 69 70 28 29 2e 73 70 6c 69 74	.......toks.=.line.strip().split
4fa0	28 29 00 20 20 20 20 20 20 20 20 66 6f 72 20 6c 69 6e 65 20 69 6e 20 74 5f 66 3a 00 20 20 20 20	().........for.line.in.t_f:.....
4fc0	20 20 77 69 74 68 20 6f 70 65 6e 28 27 25 73 2f 74 72 61 69 6e 2e 6e 6c 27 20 25 20 73 65 6c 66	..with.open('%s/train.nl'.%.self
4fe0	2e 63 6f 6e 66 69 67 2e 65 78 70 65 72 69 6d 65 6e 74 5f 64 69 72 29 20 61 73 20 74 5f 66 3a 00	.config.experiment_dir).as.t_f:.
5000	61 64 00 00 1f 00 00 00 e3 01 00 00 00 10 00 00 6a 00 00 00 00 00 00 00 b4 0f 00 00 84 0f 00 00	ad..............j...............
5020	4d 0f 00 00 2b 0f 00 00 fd 0e 00 00 d0 0e 00 00 b5 0e 00 00 8f 0e 00 00 6a 0e 00 00 41 0e 00 00	M...+...................j...A...
5040	40 0e 00 00 08 0e 00 00 d8 0d 00 00 d7 0d 00 00 af 0d 00 00 9c 0d 00 00 9b 0d 00 00 74 0d 00 00	@...........................t...
5060	48 0d 00 00 25 0d 00 00 ff 0c 00 00 c0 0c 00 00 99 0c 00 00 98 0c 00 00 76 0c 00 00 48 0c 00 00	H...%...................v...H...
5080	f9 0b 00 00 be 0b 00 00 bd 0b 00 00 9e 0b 00 00 76 0b 00 00 64 0b 00 00 5a 0b 00 00 38 0b 00 00	................v...d...Z...8...
50a0	25 0b 00 00 24 0b 00 00 f1 0a 00 00 f0 0a 00 00 d7 0a 00 00 b7 0a 00 00 a5 0a 00 00 78 0a 00 00	%...$.......................x...
50c0	66 0a 00 00 42 0a 00 00 41 0a 00 00 26 0a 00 00 f7 09 00 00 ce 09 00 00 b7 09 00 00 a5 09 00 00	f...B...A...&...................
50e0	61 09 00 00 4f 09 00 00 fd 08 00 00 eb 08 00 00 ea 08 00 00 9b 08 00 00 70 08 00 00 46 08 00 00	a...O...................p...F...
5100	31 08 00 00 16 08 00 00 04 08 00 00 c6 07 00 00 c5 07 00 00 aa 07 00 00 97 07 00 00 6d 07 00 00	1...........................m...
5120	26 07 00 00 fa 06 00 00 cb 06 00 00 ae 06 00 00 9c 06 00 00 76 06 00 00 48 06 00 00 10 06 00 00	&...................v...H.......
5140	e4 05 00 00 e3 05 00 00 a6 05 00 00 93 05 00 00 3b 05 00 00 28 05 00 00 da 04 00 00 c7 04 00 00	................;...(...........
5160	c6 04 00 00 72 04 00 00 45 04 00 00 f1 03 00 00 c4 03 00 00 c3 03 00 00 8f 03 00 00 7c 03 00 00	....r...E...................|...
5180	7b 03 00 00 2c 03 00 00 0f 03 00 00 e9 02 00 00 e8 02 00 00 d3 02 00 00 d2 02 00 00 c1 02 00 00	{...,...........................
51a0	c0 02 00 00 91 02 00 00 71 02 00 00 59 02 00 00 31 02 00 00 30 02 00 00 f4 01 00 00 e3 01 00 00	........q...Y...1...0...........
51c0	e2 01 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00	................................
51e0	00 00 00 20 20 20 20 75 73 65 64 20 3d 20 73 65 74 28 29 00 20 20 64 65 66 20 63 6f 6c 6c 65 63	.......used.=.set()...def.collec
5200	74 5f 73 75 63 63 65 73 73 66 75 6c 5f 63 6f 75 6e 74 73 28 73 65 6c 66 2c 20 63 6f 75 6e 74 73	t_successful_counts(self,.counts
5220	2c 20 63 68 61 72 74 2c 20 73 65 6e 74 29 3a 00 00 20 20 20 20 20 20 20 20 63 6f 75 6e 74 73 5b	,.chart,.sent):..........counts[
5240	6e 6f 64 65 2e 6c 61 62 65 6c 2e 72 75 6c 65 5f 69 64 5d 20 2b 3d 20 31 00 20 20 20 20 20 20 66	node.label.rule_id].+=.1.......f
5260	6f 72 20 6e 6f 64 65 20 69 6e 20 63 65 6c 6c 3a 00 20 20 20 20 66 6f 72 20 63 65 6c 6c 20 69 6e	or.node.in.cell:.....for.cell.in
5280	20 63 68 61 72 74 2e 76 61 6c 75 65 73 28 29 3a 00 20 20 64 65 66 20 63 6f 6c 6c 65 63 74 5f 61	.chart.values():...def.collect_a
52a0	6c 6c 5f 63 6f 75 6e 74 73 28 73 65 6c 66 2c 20 63 6f 75 6e 74 73 2c 20 63 68 61 72 74 29 3a 00	ll_counts(self,.counts,.chart):.
52c0	00 20 20 20 20 61 73 73 65 72 74 20 46 61 6c 73 65 00 00 20 20 20 20 20 20 72 65 74 75 72 6e 20	.....assert.False........return.
52e0	6d 61 74 63 68 65 73 00 00 20 20 20 20 20 20 20 20 23 6d 61 74 63 68 65 73 2e 61 70 70 65 6e 64	matches..........#matches.append
5300	28 72 75 6c 65 2e 72 75 6c 65 5f 69 64 29 00 20 20 20 20 20 20 20 20 20 20 70 6f 69 6e 74 65 72	(rule.rule_id)...........pointer
5320	5f 73 65 74 73 5f 32 29 29 29 29 00 20 20 20 20 20 20 20 20 6d 61 74 63 68 65 73 2e 61 70 70 65	_sets_2)))).........matches.appe
5340	6e 64 28 48 79 70 65 72 67 72 61 70 68 28 72 75 6c 65 2c 20 6c 69 73 74 28 69 74 65 72 74 6f 6f	nd(Hypergraph(rule,.list(itertoo
5360	6c 73 2e 70 72 6f 64 75 63 74 28 70 6f 69 6e 74 65 72 5f 73 65 74 73 5f 31 2c 00 00 20 20 20 20	ls.product(pointer_sets_1,......
5380	20 20 20 20 20 20 63 6f 6e 74 69 6e 75 65 00 20 20 20 20 20 20 20 20 69 66 20 6e 6f 74 20 28 70	......continue.........if.not.(p
53a0	6f 69 6e 74 65 72 5f 73 65 74 73 5f 31 20 61 6e 64 20 70 6f 69 6e 74 65 72 5f 73 65 74 73 5f 32	ointer_sets_1.and.pointer_sets_2
53c0	29 3a 00 00 20 20 20 20 20 20 20 20 20 20 20 20 72 75 6c 65 2e 73 72 63 5b 72 75 6c 65 2e 63 6f	):..............rule.src[rule.co
53e0	69 6e 64 65 78 69 6e 67 5b 31 5d 5b 30 5d 5d 5d 00 20 20 20 20 20 20 20 20 70 6f 69 6e 74 65 72	indexing[1][0]]].........pointer
5400	5f 73 65 74 73 5f 32 20 3d 20 5b 69 20 66 6f 72 20 69 20 69 6e 20 63 68 61 72 74 5b 6e 74 32 5f	_sets_2.=.[i.for.i.in.chart[nt2_
5420	73 74 61 72 74 2c 6e 74 32 5f 73 70 61 6e 5d 20 69 66 20 69 2e 6c 61 62 65 6c 2e 73 79 6d 62 6f	start,nt2_span].if.i.label.symbo
5440	6c 20 3d 3d 00 20 20 20 20 20 20 20 20 20 20 20 20 72 75 6c 65 2e 73 72 63 5b 72 75 6c 65 2e 63	l.==.............rule.src[rule.c
5460	6f 69 6e 64 65 78 69 6e 67 5b 30 5d 5b 30 5d 5d 5d 00 20 20 20 20 20 20 20 20 70 6f 69 6e 74 65	oindexing[0][0]]].........pointe
5480	72 5f 73 65 74 73 5f 31 20 3d 20 5b 69 20 66 6f 72 20 69 20 69 6e 20 63 68 61 72 74 5b 6e 74 31	r_sets_1.=.[i.for.i.in.chart[nt1
54a0	5f 73 74 61 72 74 2c 6e 74 31 5f 73 70 61 6e 5d 20 69 66 20 69 2e 6c 61 62 65 6c 2e 73 79 6d 62	_start,nt1_span].if.i.label.symb
54c0	6f 6c 20 3d 3d 00 00 20 20 20 20 20 20 20 20 20 20 63 6f 6e 74 69 6e 75 65 00 20 20 20 20 20 20	ol.==............continue.......
54e0	20 20 69 66 20 73 65 6e 74 5b 6e 74 32 5f 73 74 61 72 74 2b 6e 74 32 5f 73 70 61 6e 3a 73 74 61	..if.sent[nt2_start+nt2_span:sta
5500	72 74 2b 73 70 61 6e 5d 20 21 3d 20 72 75 6c 65 2e 73 72 63 5b 62 65 66 6f 72 65 5f 32 5f 64 69	rt+span].!=.rule.src[before_2_di
5520	73 74 2b 31 3a 5d 3a 00 20 20 20 20 20 20 20 20 20 20 63 6f 6e 74 69 6e 75 65 00 20 20 20 20 20	st+1:]:...........continue......
5540	20 20 20 69 66 20 73 65 6e 74 5b 6e 74 31 5f 73 74 61 72 74 2b 6e 74 31 5f 73 70 61 6e 3a 6e 74	...if.sent[nt1_start+nt1_span:nt
5560	32 5f 73 74 61 72 74 5d 20 21 3d 20 72 75 6c 65 2e 73 72 63 5b 62 65 66 6f 72 65 5f 64 69 73 74	2_start].!=.rule.src[before_dist
5580	2b 31 3a 62 65 66 6f 72 65 5f 32 5f 64 69 73 74 5d 3a 00 20 20 20 20 20 20 20 20 20 20 63 6f 6e	+1:before_2_dist]:...........con
55a0	74 69 6e 75 65 00 20 20 20 20 20 20 20 20 69 66 20 73 65 6e 74 5b 73 74 61 72 74 3a 6e 74 31 5f	tinue.........if.sent[start:nt1_
55c0	73 74 61 72 74 5d 20 21 3d 20 72 75 6c 65 2e 73 72 63 5b 30 3a 62 65 66 6f 72 65 5f 64 69 73 74	start].!=.rule.src[0:before_dist
55e0	5d 3a 00 00 20 20 20 20 20 20 20 20 6e 74 32 5f 73 70 61 6e 20 3d 20 6e 74 5f 74 6f 74 61 6c 5f	]:..........nt2_span.=.nt_total_
5600	73 70 61 6e 20 2d 20 6e 74 31 5f 73 70 61 6e 00 20 20 20 20 20 20 20 20 6e 74 32 5f 73 74 61 72	span.-.nt1_span.........nt2_star
5620	74 20 3d 20 6e 74 31 5f 73 74 61 72 74 20 2b 20 6e 74 31 5f 73 70 61 6e 20 2b 20 62 65 74 77 65	t.=.nt1_start.+.nt1_span.+.betwe
5640	65 6e 5f 64 69 73 74 00 20 20 20 20 20 20 66 6f 72 20 6e 74 31 5f 73 70 61 6e 20 69 6e 20 72 61	en_dist.......for.nt1_span.in.ra
5660	6e 67 65 28 31 2c 6e 74 5f 74 6f 74 61 6c 5f 73 70 61 6e 29 3a 00 20 20 20 20 20 20 6e 74 31 5f	nge(1,nt_total_span):.......nt1_
5680	73 74 61 72 74 20 3d 20 73 74 61 72 74 20 2b 20 62 65 66 6f 72 65 5f 64 69 73 74 00 20 20 20 20	start.=.start.+.before_dist.....
56a0	20 20 20 20 72 65 74 75 72 6e 20 5b 5d 00 20 20 20 20 20 20 69 66 20 6e 74 5f 74 6f 74 61 6c 5f	....return.[].......if.nt_total_
56c0	73 70 61 6e 20 3c 3d 20 30 3a 00 20 20 20 20 20 20 6e 74 5f 74 6f 74 61 6c 5f 73 70 61 6e 20 3d	span.<=.0:.......nt_total_span.=
56e0	20 73 70 61 6e 20 2d 20 6c 65 6e 28 72 75 6c 65 2e 73 72 63 29 20 2b 20 32 00 20 20 20 20 20 20	.span.-.len(rule.src).+.2.......
5700	62 65 66 6f 72 65 5f 32 5f 64 69 73 74 20 3d 20 72 75 6c 65 2e 63 6f 69 6e 64 65 78 69 6e 67 5b	before_2_dist.=.rule.coindexing[
5720	31 5d 5b 30 5d 00 20 20 20 20 20 20 62 65 74 77 65 65 6e 5f 64 69 73 74 20 3d 20 72 75 6c 65 2e	1][0].......between_dist.=.rule.
5740	63 6f 69 6e 64 65 78 69 6e 67 5b 31 5d 5b 30 5d 20 2d 20 72 75 6c 65 2e 63 6f 69 6e 64 65 78 69	coindexing[1][0].-.rule.coindexi
5760	6e 67 5b 30 5d 5b 30 5d 20 2d 20 31 00 20 20 20 20 20 20 62 65 66 6f 72 65 5f 64 69 73 74 20 3d	ng[0][0].-.1.......before_dist.=
5780	20 72 75 6c 65 2e 63 6f 69 6e 64 65 78 69 6e 67 5b 30 5d 5b 30 5d 00 20 20 20 20 20 20 6d 61 74	.rule.coindexing[0][0].......mat
57a0	63 68 65 73 20 3d 20 5b 5d 00 20 20 20 20 65 6c 69 66 20 72 75 6c 65 2e 64 65 67 72 65 65 20 3d	ches.=.[].....elif.rule.degree.=
57c0	3d 20 32 3a 00 00 20 20 20 20 20 20 72 65 74 75 72 6e 20 5b 48 79 70 65 72 67 72 61 70 68 28 72	=.2:........return.[Hypergraph(r
57e0	75 6c 65 2c 20 5b 28 69 2c 29 20 66 6f 72 20 69 20 69 6e 20 70 6f 69 6e 74 65 72 5f 73 65 74 73	ule,.[(i,).for.i.in.pointer_sets
5800	5d 29 5d 00 20 20 20 20 20 20 20 20 72 65 74 75 72 6e 20 5b 5d 00 20 20 20 20 20 20 69 66 20 6e	])].........return.[].......if.n
5820	6f 74 20 70 6f 69 6e 74 65 72 5f 73 65 74 73 3a 00 20 20 20 20 20 20 23 23 20 20 20 72 65 74 75	ot.pointer_sets:.......##...retu
5840	72 6e 20 5b 5d 00 20 20 20 20 20 20 23 23 20 69 66 20 6e 6f 74 20 63 68 61 72 74 5b 6e 74 5f 73	rn.[].......##.if.not.chart[nt_s
5860	74 61 72 74 2c 20 6e 74 5f 73 70 61 6e 5d 3a 00 20 20 20 20 20 20 20 20 20 20 72 75 6c 65 2e 73	tart,.nt_span]:...........rule.s
5880	72 63 5b 72 75 6c 65 2e 63 6f 69 6e 64 65 78 69 6e 67 5b 30 5d 5b 30 5d 5d 5d 00 20 20 20 20 20	rc[rule.coindexing[0][0]]]......
58a0	20 70 6f 69 6e 74 65 72 5f 73 65 74 73 20 3d 20 5b 69 20 66 6f 72 20 69 20 69 6e 20 63 68 61 72	.pointer_sets.=.[i.for.i.in.char
58c0	74 5b 6e 74 5f 73 74 61 72 74 2c 20 6e 74 5f 73 70 61 6e 5d 20 69 66 20 69 2e 6c 61 62 65 6c 2e	t[nt_start,.nt_span].if.i.label.
58e0	73 79 6d 62 6f 6c 20 3d 3d 00 00 20 20 20 20 20 20 20 20 72 65 74 75 72 6e 20 5b 5d 00 20 20 20	symbol.==..........return.[]....
5900	20 20 20 69 66 20 73 65 6e 74 5b 6e 74 5f 73 74 61 72 74 2b 6e 74 5f 73 70 61 6e 3a 73 74 61 72	...if.sent[nt_start+nt_span:star
5920	74 2b 73 70 61 6e 5d 20 21 3d 20 72 75 6c 65 2e 73 72 63 5b 72 75 6c 65 2e 63 6f 69 6e 64 65 78	t+span].!=.rule.src[rule.coindex
5940	69 6e 67 5b 30 5d 5b 30 5d 2b 31 3a 5d 3a 00 20 20 20 20 20 20 20 20 72 65 74 75 72 6e 20 5b 5d	ing[0][0]+1:]:.........return.[]
5960	00 20 20 20 20 20 20 69 66 20 73 65 6e 74 5b 73 74 61 72 74 3a 6e 74 5f 73 74 61 72 74 5d 20 21	.......if.sent[start:nt_start].!
5980	3d 20 72 75 6c 65 2e 73 72 63 5b 30 3a 72 75 6c 65 2e 63 6f 69 6e 64 65 78 69 6e 67 5b 30 5d 5b	=.rule.src[0:rule.coindexing[0][
59a0	30 5d 5d 3a 00 20 20 20 20 20 20 20 20 72 65 74 75 72 6e 20 5b 5d 00 20 20 20 20 20 20 69 66 20	0]]:.........return.[].......if.
59c0	6e 74 5f 73 70 61 6e 20 3c 3d 20 30 3a 00 20 20 20 20 20 20 6e 74 5f 73 70 61 6e 20 3d 20 73 70	nt_span.<=.0:.......nt_span.=.sp
59e0	61 6e 20 2d 20 6c 65 6e 28 72 75 6c 65 2e 73 72 63 29 20 2b 20 31 00 20 20 20 20 20 20 6e 74 5f	an.-.len(rule.src).+.1.......nt_
5a00	73 74 61 72 74 20 3d 20 73 74 61 72 74 20 2b 20 72 75 6c 65 2e 63 6f 69 6e 64 65 78 69 6e 67 5b	start.=.start.+.rule.coindexing[
5a20	30 5d 5b 30 5d 00 20 20 20 20 65 6c 69 66 20 72 75 6c 65 2e 64 65 67 72 65 65 20 3d 3d 20 31 3a	0][0].....elif.rule.degree.==.1:
5a40	00 00 20 20 20 20 20 20 72 65 74 75 72 6e 20 5b 48 79 70 65 72 67 72 61 70 68 28 72 75 6c 65 2c	........return.[Hypergraph(rule,
5a60	20 5b 5d 29 5d 00 20 20 20 20 20 20 20 20 72 65 74 75 72 6e 20 5b 5d 00 20 20 20 20 20 20 69 66	.[])].........return.[].......if
5a80	20 73 65 6e 74 5b 73 74 61 72 74 3a 73 74 61 72 74 2b 73 70 61 6e 5d 20 21 3d 20 72 75 6c 65 2e	.sent[start:start+span].!=.rule.
5aa0	73 72 63 3a 00 20 20 20 20 20 20 20 20 72 65 74 75 72 6e 20 5b 5d 00 20 20 20 20 20 20 69 66 20	src:.........return.[].......if.
5ac0	73 70 61 6e 20 21 3d 20 6c 65 6e 28 72 75 6c 65 2e 73 72 63 29 3a 00 20 20 20 20 69 66 20 72 75	span.!=.len(rule.src):.....if.ru
5ae0	6c 65 2e 64 65 67 72 65 65 20 3d 3d 20 30 3a 00 00 20 20 64 65 66 20 6d 61 74 63 68 28 73 65 6c	le.degree.==.0:....def.match(sel
5b00	66 2c 20 73 65 6e 74 2c 20 72 75 6c 65 2c 20 73 74 61 72 74 2c 20 73 70 61 6e 2c 20 63 68 61 72	f,.sent,.rule,.start,.span,.char
5b20	74 29 3a 00 00 20 20 20 20 20 20 72 65 74 75 72 6e 20 63 68 61 72 74 00 20 20 20 20 20 20 23 6c	t):........return.chart.......#l
5b40	6f 67 67 69 6e 67 2e 64 65 62 75 67 28 27 70 61 72 73 65 20 4f 4b 21 27 29 00 20 20 20 20 65 6c	ogging.debug('parse.OK!').....el
5b60	73 65 3a 00 20 20 20 20 20 20 72 65 74 75 72 6e 20 4e 6f 6e 65 00 20 20 20 20 20 20 23 6c 6f 67	se:.......return.None.......#log
5b80	67 69 6e 67 2e 64 65 62 75 67 28 27 66 61 69 6c 65 64 20 74 6f 20 70 61 72 73 65 27 29 00 20 20	ging.debug('failed.to.parse')...
5ba0	20 20 69 66 20 6e 6f 74 20 63 68 61 72 74 5b 30 2c 6c 65 6e 28 73 65 6e 74 29 5d 3a 00 00 20 20	..if.not.chart[0,len(sent)]:....
5bc0	20 20 20 20 20 20 63 68 61 72 74 5b 30 2c 6c 65 6e 28 73 65 6e 74 29 5d 2e 61 70 70 65 6e 64 28	......chart[0,len(sent)].append(
5be0	48 79 70 65 72 67 72 61 70 68 28 67 6c 75 65 2c 20 70 73 65 74 73 29 29 00 20 20 20 20 20 20 20	Hypergraph(glue,.psets))........
5c00	20 70 73 65 74 73 20 3d 20 5b 28 63 31 2c 20 63 32 29 20 66 6f 72 20 63 31 20 69 6e 20 63 68 61	.psets.=.[(c1,.c2).for.c1.in.cha
5c20	72 74 5b 30 2c 69 5d 20 66 6f 72 20 63 32 20 69 6e 20 63 68 61 72 74 5b 69 2c 6c 65 6e 28 73 65	rt[0,i].for.c2.in.chart[i,len(se
5c40	6e 74 29 2d 69 5d 5d 00 20 20 20 20 20 20 69 66 20 63 68 61 72 74 5b 30 2c 69 5d 20 61 6e 64 20	nt)-i]].......if.chart[0,i].and.
5c60	63 68 61 72 74 5b 69 2c 6c 65 6e 28 73 65 6e 74 29 2d 69 5d 3a 00 20 20 20 20 66 6f 72 20 69 20	chart[i,len(sent)-i]:.....for.i.
5c80	69 6e 20 72 61 6e 67 65 28 31 2c 20 6c 65 6e 28 73 65 6e 74 29 29 3a 00 00 20 20 20 20 20 20 20	in.range(1,.len(sent)):.........
5ca0	20 20 20 63 68 61 72 74 5b 73 74 61 72 74 2c 73 70 61 6e 5d 20 2b 3d 20 6d 61 74 63 68 65 73 00	...chart[start,span].+=.matches.
5cc0	20 20 20 20 20 20 20 20 20 20 6d 61 74 63 68 65 73 20 3d 20 73 65 6c 66 2e 6d 61 74 63 68 28 73	..........matches.=.self.match(s
5ce0	65 6e 74 2c 20 72 75 6c 65 2c 20 73 74 61 72 74 2c 20 73 70 61 6e 2c 20 63 68 61 72 74 29 00 20	ent,.rule,.start,.span,.chart)..
5d00	20 20 20 20 20 20 20 66 6f 72 20 72 75 6c 65 20 69 6e 20 67 72 61 6d 6d 61 72 2e 76 61 6c 75 65	.......for.rule.in.grammar.value
5d20	73 28 29 3a 00 20 20 20 20 20 20 20 20 63 68 61 72 74 5b 73 74 61 72 74 2c 73 70 61 6e 5d 20 3d	s():.........chart[start,span].=
5d40	20 6c 69 73 74 28 29 00 20 20 20 20 20 20 66 6f 72 20 73 74 61 72 74 20 69 6e 20 72 61 6e 67 65	.list().......for.start.in.range
5d60	28 6c 65 6e 28 73 65 6e 74 29 2b 31 2d 73 70 61 6e 29 3a 00 20 20 20 20 66 6f 72 20 73 70 61 6e	(len(sent)+1-span):.....for.span
5d80	20 69 6e 20 72 61 6e 67 65 28 31 2c 20 6c 65 6e 28 73 65 6e 74 29 2b 31 29 3a 00 00 20 20 20 20	.in.range(1,.len(sent)+1):......
5da0	63 68 61 72 74 20 3d 20 64 69 63 74 28 29 00 20 20 64 65 66 20 70 61 72 73 65 28 73 65 6c 66 2c	chart.=.dict()...def.parse(self,
5dc0	20 73 65 6e 74 2c 20 67 72 61 6d 6d 61 72 2c 20 67 6c 75 65 29 3a 00 00 20 20 20 20 6f 73 2e 72	.sent,.grammar,.glue):......os.r
5de0	65 6e 61 6d 65 28 6e 65 77 5f 63 6f 6e 66 69 67 5f 70 61 74 68 2c 20 6f 6c 64 5f 63 6f 6e 66 69	ename(new_config_path,.old_confi
5e00	67 5f 70 61 74 68 29 00 20 20 20 20 6f 73 2e 72 65 6e 61 6d 65 28 6e 65 77 5f 72 75 6c 65 5f 74	g_path).....os.rename(new_rule_t
5e20	61 62 6c 65 5f 70 61 74 68 2c 20 6f 6c 64 5f 72 75 6c 65 5f 74 61 62 6c 65 5f 70 61 74 68 29 00	able_path,.old_rule_table_path).
5e40	00 20 20 20 20 20 20 20 20 20 20 20 20 70 72 69 6e 74 20 3e 3e 6e 65 77 5f 63 6f 6e 66 69 67 5f	.............print.>>new_config_
5e60	66 2c 20 27 30 2e 32 30 27 00 20 20 20 20 20 20 20 20 20 20 69 66 20 6c 69 6e 65 20 3d 3d 20 27	f,.'0.20'...........if.line.==.'
5e80	5b 77 65 69 67 68 74 2d 74 5d 5c 6e 27 3a 00 20 20 20 20 20 20 20 20 20 20 70 72 69 6e 74 20 3e	[weight-t]\n':...........print.>
5ea0	3e 6e 65 77 5f 63 6f 6e 66 69 67 5f 66 2c 20 6c 69 6e 65 2c 00 20 20 20 20 20 20 20 20 20 20 20	>new_config_f,.line,............
5ec0	20 23 6c 69 6e 65 5b 36 5d 20 3d 20 27 36 27 00 20 20 20 20 20 20 20 20 20 20 20 20 6c 69 6e 65	.#line[6].=.'6'.............line
5ee0	20 3d 20 6c 69 6e 65 5b 3a 36 5d 20 2b 20 27 36 27 20 2b 20 6c 69 6e 65 5b 37 3a 5d 00 20 20 20	.=.line[:6].+.'6'.+.line[7:]....
5f00	20 20 20 20 20 20 20 69 66 20 6c 69 6e 65 5b 2d 31 34 3a 2d 31 5d 20 3d 3d 20 27 72 75 6c 65 2d	.......if.line[-14:-1].==.'rule-
5f20	74 61 62 6c 65 2e 67 7a 27 3a 00 20 20 20 20 20 20 20 20 66 6f 72 20 6c 69 6e 65 20 69 6e 20 6f	table.gz':.........for.line.in.o
5f40	6c 64 5f 63 6f 6e 66 69 67 5f 66 3a 00 20 20 20 20 20 20 77 69 74 68 20 6f 70 65 6e 28 6e 65 77	ld_config_f:.......with.open(new
5f60	5f 63 6f 6e 66 69 67 5f 70 61 74 68 2c 20 27 77 27 29 20 61 73 20 6e 65 77 5f 63 6f 6e 66 69 67	_config_path,.'w').as.new_config
5f80	5f 66 3a 00 20 20 20 20 77 69 74 68 20 6f 70 65 6e 28 6f 6c 64 5f 63 6f 6e 66 69 67 5f 70 61 74	_f:.....with.open(old_config_pat
5fa0	68 29 20 61 73 20 6f 6c 64 5f 63 6f 6e 66 69 67 5f 66 3a 00 20 20 20 20 6e 65 77 5f 63 6f 6e 66	h).as.old_config_f:.....new_conf
5fc0	69 67 5f 70 61 74 68 20 3d 20 27 25 73 2f 6d 6f 64 65 6c 2f 6d 6f 73 65 73 2d 6e 65 77 2e 69 6e	ig_path.=.'%s/model/moses-new.in
5fe0	69 27 20 25 20 73 65 6c 66 2e 63 6f 6e 66 69 67 2e 65 78 70 65 72 69 6d 65 6e 74 5f 64 69 72 00	i'.%.self.config.experiment_dir.