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profiler2.txt
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After testing and refactor probability calc. and sample generation
1970503132 function calls (1863747920 primitive calls) in 1042.790 seconds
Ordered by: cumulative time
ncalls tottime percall cumtime percall filename:lineno(function)
71/1 0.002 0.000 1101.164 1101.164 {built-in method builtins.exec}
2/1 0.000 0.000 1101.163 1101.163 DominoGame.py:1(<module>)
2/1 0.000 0.000 1101.154 1101.154 DominoGame.py:416(main)
2/1 0.000 0.000 1101.154 1101.154 DominoGame.py:87(play_game)
2/1 0.001 0.000 1101.154 1101.154 DominoGame.py:168(play_round)
16/15 0.001 0.000 1101.151 73.410 analytic_agent_player.py:21(next_move)
15 0.277 0.018 1101.145 73.410 analytic_agent_player.py:70(get_best_move)
19900 0.041 0.000 824.424 0.041 domino_game_analyzer.py:590(get_best_move_alpha_beta)
38258958/19900 116.439 0.000 824.382 0.041 domino_game_analyzer.py:512(min_max_alpha_beta)
11250 0.150 0.000 274.639 0.024 domino_game_tracker.py:293(generate_sample_from_game_state)
11250 1.841 0.000 274.184 0.024 domino_probability_calc.py:500(generate_sample)
86698 18.577 0.000 268.740 0.003 domino_probability_calc.py:360(calculate_tile_probabilities)
29360709 104.668 0.000 253.992 0.000 domino_game_analyzer.py:78(play_hand)
6341534 49.105 0.000 171.347 0.000 domino_game_analyzer.py:374(count_game_stats)
28333333/1616225 61.174 0.000 166.400 0.000 copy.py:118(deepcopy)
3354801/1616225 10.681 0.000 160.208 0.000 copy.py:217(_deepcopy_dict)
31928674 74.439 0.000 133.514 0.000 domino_game_analyzer.py:189(list_possible_moves)
40097296 25.132 0.000 120.728 0.000 domino_game_analyzer.py:108(is_game_over)
40097352 32.191 0.000 95.596 0.000 {built-in method builtins.any}
6587266/4848690 17.553 0.000 91.507 0.000 copy.py:247(_reconstruct)
41715403 35.243 0.000 85.666 0.000 domino_game_analyzer.py:14(next)
13174532/9697380 4.140 0.000 78.905 0.000 copy.py:252(<genexpr>)
1691658 31.053 0.000 65.534 0.000 domino_probability_calc.py:138(generate_scenarios)
191773709 46.649 0.000 63.405 0.000 domino_game_analyzer.py:109(<genexpr>)
135317446 44.609 0.000 58.141 0.000 enum.py:202(__get__)
4848690 4.420 0.000 58.035 0.000 copy.py:191(_deepcopy_list)
12354694 15.343 0.000 55.124 0.000 domino_game_analyzer.py:99(pass_turn)
34843614 11.295 0.000 38.374 0.000 domino_game_analyzer.py:64(__hash__)
121436677/86593063 28.737 0.000 36.683 0.000 {built-in method builtins.hash}
41715724 19.381 0.000 33.452 0.000 enum.py:726(__call__)
51713531 23.081 0.000 32.678 0.000 <string>:2(__hash__)
34846508 14.113 0.000 29.851 0.000 domino_game_analyzer.py:111(get_current_hand)
156529352 23.104 0.000 23.104 0.000 domino_game_analyzer.py:45(can_connect)
197525257/197525076 21.777 0.000 21.777 0.000 {built-in method builtins.len}
15244036 15.746 0.000 21.515 0.000 <string>:2(__eq__)
6587266 9.001 0.000 20.426 0.000 {method '__reduce_ex__' of 'object' objects}
76359021 16.190 0.000 16.190 0.000 {method 'get' of 'dict' objects}
70899896 15.624 0.000 15.624 0.000 {method 'append' of 'list' objects}
4253370 4.275 0.000 15.181 0.000 {built-in method builtins.all}
14790757 9.918 0.000 15.037 0.000 copy.py:231(_keep_alive)
41715724 14.071 0.000 14.071 0.000 enum.py:1129(__new__)
1486745 4.448 0.000 13.902 0.000 domino_game_analyzer.py:128(determine_winning_pair)
135283561 13.527 0.000 13.527 0.000 enum.py:1292(value)
34879527 7.957 0.000 12.710 0.000 enum.py:1267(__hash__)
4848691 8.993 0.000 11.425 0.000 copyreg.py:107(_slotnames)
16187514 7.046 0.000 10.906 0.000 domino_probability_calc.py:166(<genexpr>)
2984276/2984270 3.117 0.000 9.555 0.000 {built-in method builtins.sum}
59531332 8.816 0.000 8.816 0.000 {built-in method builtins.id}
4080188 4.813 0.000 7.780 0.000 domino_probability_calc.py:49(calculate_scenario_probability)
7292817 3.453 0.000 7.335 0.000 {method 'add' of 'set' objects}
19921577 6.078 0.000 6.100 0.000 {built-in method builtins.max}
29199717 5.905 0.000 5.905 0.000 {built-in method builtins.getattr}
18326060 5.672 0.000 5.672 0.000 {built-in method builtins.min}
29360877 5.444 0.000 5.444 0.000 domino_game_analyzer.py:50(get_other_end)
3882944 3.900 0.000 3.900 0.000 <string>:2(__init__)
3882944 2.558 0.000 3.887 0.000 domino_probability_calc.py:20(total_tiles)
7116986 2.745 0.000 3.659 0.000 domino_game_analyzer.py:130(<genexpr>)
110/109 0.002 0.000 3.543 0.033 threading.py:637(wait)
12760048 3.490 0.000 3.490 0.000 {method 'copy' of 'set' objects}
110/109 0.003 0.000 3.327 0.031 threading.py:323(wait)
444/438 3.267 0.007 3.274 0.007 {method 'acquire' of '_thread.lock' objects}
9798541 2.429 0.000 2.429 0.000 {method 'pop' of 'list' objects}
5349106 1.834 0.000 2.330 0.000 domino_game_analyzer.py:131(<genexpr>)
8336165 2.007 0.000 2.007 0.000 {built-in method builtins.isinstance}
1738576 1.148 0.000 1.692 0.000 copyreg.py:98(__newobj__)
8160376 1.668 0.000 1.668 0.000 {built-in method math.comb}
13541510 1.613 0.000 1.613 0.000 copy.py:172(_deepcopy_atomic)
4848846 1.438 0.000 1.438 0.000 {method 'get' of 'mappingproxy' objects}
6595297 1.437 0.000 1.437 0.000 {built-in method builtins.hasattr}
9492602 1.409 0.000 1.409 0.000 domino_game_analyzer.py:53(get_pip_sum)
6587443 1.322 0.000 1.322 0.000 {built-in method builtins.issubclass}
11265 0.037 0.000 1.261 0.000 std.py:1160(__iter__)
3529 0.034 0.000 1.219 0.000 std.py:1198(update)
3544 0.016 0.000 1.163 0.000 std.py:1325(refresh)
3559 0.015 0.000 1.114 0.000 std.py:1464(display)
3366308 0.932 0.000 0.932 0.000 {method 'items' of 'dict' objects}
1742146 0.868 0.000 0.868 0.000 {method 'update' of 'dict' objects}
3544 0.024 0.000 0.761 0.000 std.py:1150(__str__)
3544 0.158 0.000 0.711 0.000 std.py:464(format_meter)
85024 0.531 0.000 0.708 0.000 random.py:454(choices)
10647 0.014 0.000 0.640 0.000 utils.py:378(disp_len)
1837711/1837707 0.612 0.000 0.612 0.000 {built-in method __new__ of type object at 0x937f80}
10647 0.015 0.000 0.607 0.000 utils.py:374(_text_width)
1203660 0.293 0.000 0.448 0.000 utils.py:375(<genexpr>)
171695 0.227 0.000 0.392 0.000 {method 'remove' of 'set' objects}
86728 0.142 0.000 0.383 0.000 random.py:341(choice)
3559 0.010 0.000 0.335 0.000 std.py:457(print_status)
3544 0.005 0.000 0.261 0.000 utils.py:386(disp_trim)
86804 0.129 0.000 0.252 0.000 {method 'remove' of 'list' objects}
86756 0.137 0.000 0.211 0.000 random.py:242(_randbelow_with_getrandbits)
1193013 0.154 0.000 0.154 0.000 {built-in method unicodedata.east_asian_width}
97948 0.073 0.000 0.140 0.000 <string>:1(<lambda>)
3559 0.011 0.000 0.081 0.000 std.py:451(fp_write)
85023 0.080 0.000 0.080 0.000 {built-in method _bisect.bisect_right}
7148 0.006 0.000 0.071 0.000 utils.py:194(inner)
3589 0.062 0.000 0.062 0.000 {method 'write' of '_io.TextIOWrapper' objects}
15 0.001 0.000 0.054 0.004 analytic_agent_player.py:140(print_move_statistics)
7172 0.029 0.000 0.050 0.000 {method 'format' of 'str' objects}
62 0.000 0.000 0.045 0.001 statistics.py:468(mean)
62 0.020 0.000 0.044 0.001 statistics.py:154(_sum)
73/11 0.000 0.000 0.042 0.004 <frozen importlib._bootstrap>:1349(_find_and_load)
73/11 0.000 0.000 0.041 0.004 <frozen importlib._bootstrap>:1304(_find_and_load_unlocked)
72/11 0.000 0.000 0.040 0.004 <frozen importlib._bootstrap>:911(_load_unlocked)
49/10 0.000 0.000 0.040 0.004 <frozen importlib._bootstrap_external>:989(exec_module)
138665 0.040 0.000 0.040 0.000 {method 'getrandbits' of '_random.Random' objects}
173/23 0.000 0.000 0.039 0.002 <frozen importlib._bootstrap>:480(_call_with_frames_removed)
85023 0.038 0.000 0.038 0.000 {built-in method math.isfinite}
86820 0.034 0.000 0.034 0.000 {method 'bit_length' of 'int' objects}
85031 0.033 0.000 0.033 0.000 {method 'random' of '_random.Random' objects}
7088 0.021 0.000 0.032 0.000 utils.py:273(_is_ascii)
7073 0.028 0.000 0.032 0.000 std.py:400(format_interval)
102275 0.030 0.000 0.030 0.000 {method 'union' of 'set' objects}
113533 0.029 0.000 0.029 0.000 {method 'values' of 'dict' objects}
21179 0.028 0.000 0.028 0.000 std.py:231(__call__)
59700 0.013 0.000 0.027 0.000 statistics.py:287(_exact_ratio)
3544 0.020 0.000 0.026 0.000 std.py:1446(format_dict)
45000 0.026 0.000 0.026 0.000 {method 'intersection' of 'set' objects}
1 0.000 0.000 0.025 0.025 HumanPlayerWithAnalytics.py:1(<module>)
11250 0.017 0.000 0.024 0.000 {method 'update' of 'set' objects}
31 0.000 0.000 0.022 0.001 analytic_agent_player.py:137(<lambda>)
31 0.000 0.000 0.022 0.001 statistics.py:959(stdev)
31 0.011 0.000 0.021 0.001 statistics.py:208(_ss)
3713 0.011 0.000 0.020 0.000 std.py:102(acquire)
3544 0.017 0.000 0.020 0.000 std.py:186(__format__)
10653 0.019 0.000 0.019 0.000 {method 'sub' of 're.Pattern' objects}
3 0.000 0.000 0.018 0.006 __init__.py:1(<module>)
3529 0.016 0.000 0.016 0.000 {built-in method now}
3713 0.010 0.000 0.015 0.000 std.py:106(release)
59700 0.013 0.000 0.013 0.000 {method 'as_integer_ratio' of 'float' objects}
49 0.000 0.000 0.012 0.000 <frozen importlib._bootstrap_external>:1062(get_code)
74570 0.010 0.000 0.010 0.000 {built-in method builtins.ord}
124 0.000 0.000 0.010 0.000 std.py:760(get_lock)
1 0.000 0.000 0.009 0.009 std.py:90(__init__)
1 0.000 0.000 0.009 0.009 std.py:116(create_mp_lock)
1 0.000 0.000 0.009 0.009 domino_game_tracker.py:1(<module>)
22/17 0.000 0.000 0.008 0.000 <frozen importlib._bootstrap>:1390(_handle_fromlist)
5/2 0.000 0.000 0.008 0.004 {built-in method builtins.__import__}
3544 0.007 0.000 0.008 0.000 std.py:153(__init__)
1 0.000 0.000 0.007 0.007 cli.py:1(<module>)
15028 0.006 0.000 0.006 0.000 {built-in method time.time}
1 0.000 0.000 0.006 0.006 context.py:1(<module>)
218 0.001 0.000 0.006 0.000 _monitor.py:47(get_instances)
15 0.000 0.000 0.006 0.000 std.py:952(__init__)
3713 0.006 0.000 0.006 0.000 {method 'acquire' of '_multiprocessing.SemLock' objects}
129 0.000 0.000 0.006 0.000 __init__.py:280(_compile)
73 0.000 0.000 0.005 0.000 <frozen importlib._bootstrap>:1240(_find_spec)
33885 0.005 0.000 0.005 0.000 enum.py:1287(name)
15 0.000 0.000 0.005 0.000 _compiler.py:740(compile)
165/163 0.002 0.000 0.005 0.000 {built-in method builtins.__build_class__}
16 0.000 0.000 0.005 0.000 __init__.py:226(compile)
17690 0.005 0.000 0.005 0.000 {built-in method builtins.divmod}
47 0.001 0.000 0.005 0.000 <frozen importlib._bootstrap_external>:751(_compile_bytecode)
1 0.000 0.000 0.005 0.005 domino_game_analyzer.py:1(<module>)
71 0.000 0.000 0.004 0.000 <frozen importlib._bootstrap_external>:1520(find_spec)
71 0.000 0.000 0.004 0.000 <frozen importlib._bootstrap_external>:1491(_get_spec)
1 0.000 0.000 0.004 0.004 statistics.py:1(<module>)
1 0.000 0.000 0.004 0.004 reduction.py:1(<module>)
218 0.000 0.000 0.004 0.000 _weakrefset.py:95(copy)
2 0.000 0.000 0.004 0.002 <frozen importlib._bootstrap_external>:1054(source_to_code)
2 0.004 0.002 0.004 0.002 {built-in method builtins.compile}
221 0.001 0.000 0.004 0.000 _weakrefset.py:37(__init__)
47 0.004 0.000 0.004 0.000 {built-in method marshal.loads}
1 0.000 0.000 0.004 0.004 socket.py:1(<module>)
196 0.001 0.000 0.004 0.000 <frozen importlib._bootstrap_external>:1593(find_spec)
917 0.001 0.000 0.004 0.000 _weakrefset.py:63(__iter__)
31 0.000 0.000 0.004 0.000 statistics.py:738(mode)
72 0.000 0.000 0.004 0.000 <frozen importlib._bootstrap>:806(module_from_spec)
4 0.000 0.000 0.003 0.001 dataclasses.py:1264(wrap)
4 0.000 0.000 0.003 0.001 dataclasses.py:921(_process_class)
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